Skip to content

Instantly share code, notes, and snippets.

@bveliqi
Created May 11, 2018 09:47
Show Gist options
  • Save bveliqi/643bd46e3f9150543af1d5fa24def1ff to your computer and use it in GitHub Desktop.
Save bveliqi/643bd46e3f9150543af1d5fa24def1ff to your computer and use it in GitHub Desktop.
PyTorch - ADAM instead of SGD - same microbatch - 100 iters - verbose output
This file has been truncated, but you can view the full file.
2018-05-11 09:44:39,742 Reading data...
2018-05-11 09:45:03,771 Loaded: /root/data/tiny-imagenet-200/train
2018-05-11 09:45:03,772 -- EPOCH: 0
2018-05-11 09:45:04,114 -- ITERATION: 0
2018-05-11 09:45:04,285 --------------------------------------
2018-05-11 09:45:04,285 Name is: conv1.weight
2018-05-11 09:45:04,286 Data is: min: -0.10880786925554276, max: 0.09884308278560638
2018-05-11 09:45:04,286 Grad is: min: -7.468867778778076, max: 11.536825180053711
2018-05-11 09:45:04,287 Target is: min: 0, max: 0
2018-05-11 09:45:04,287 --------------------------------------
2018-05-11 09:45:04,287 --------------------------------------
2018-05-11 09:45:04,287 Name is: bn1.weight
2018-05-11 09:45:04,287 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,288 Grad is: min: -0.8908057808876038, max: 0.8347733616828918
2018-05-11 09:45:04,288 Target is: min: 0, max: 0
2018-05-11 09:45:04,288 --------------------------------------
2018-05-11 09:45:04,288 --------------------------------------
2018-05-11 09:45:04,288 Name is: bn1.bias
2018-05-11 09:45:04,288 Data is: min: -9.999996109399945e-05, max: 9.999996109399945e-05
2018-05-11 09:45:04,289 Grad is: min: -0.704730749130249, max: 0.7238972783088684
2018-05-11 09:45:04,289 Target is: min: 0, max: 0
2018-05-11 09:45:04,289 --------------------------------------
2018-05-11 09:45:04,289 --------------------------------------
2018-05-11 09:45:04,289 Name is: layer1.0.conv1.weight
2018-05-11 09:45:04,289 Data is: min: -0.6506432294845581, max: 0.5567370057106018
2018-05-11 09:45:04,290 Grad is: min: -1.509324550628662, max: 1.0690417289733887
2018-05-11 09:45:04,290 Target is: min: 0, max: 0
2018-05-11 09:45:04,290 --------------------------------------
2018-05-11 09:45:04,290 --------------------------------------
2018-05-11 09:45:04,290 Name is: layer1.0.bn1.weight
2018-05-11 09:45:04,291 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,291 Grad is: min: -0.5228216648101807, max: 0.6817286014556885
2018-05-11 09:45:04,291 Target is: min: 0, max: 0
2018-05-11 09:45:04,291 --------------------------------------
2018-05-11 09:45:04,291 --------------------------------------
2018-05-11 09:45:04,291 Name is: layer1.0.bn1.bias
2018-05-11 09:45:04,292 Data is: min: -9.999995381804183e-05, max: 9.999995381804183e-05
2018-05-11 09:45:04,292 Grad is: min: -0.618122398853302, max: 0.637698233127594
2018-05-11 09:45:04,292 Target is: min: 0, max: 0
2018-05-11 09:45:04,292 --------------------------------------
2018-05-11 09:45:04,292 --------------------------------------
2018-05-11 09:45:04,292 Name is: layer1.0.conv2.weight
2018-05-11 09:45:04,293 Data is: min: -0.23855431377887726, max: 0.2160997986793518
2018-05-11 09:45:04,293 Grad is: min: -1.0064008235931396, max: 0.9028024077415466
2018-05-11 09:45:04,293 Target is: min: 0, max: 0
2018-05-11 09:45:04,293 --------------------------------------
2018-05-11 09:45:04,293 --------------------------------------
2018-05-11 09:45:04,293 Name is: layer1.0.bn2.weight
2018-05-11 09:45:04,294 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,294 Grad is: min: -0.49358436465263367, max: 0.588435173034668
2018-05-11 09:45:04,294 Target is: min: 0, max: 0
2018-05-11 09:45:04,294 --------------------------------------
2018-05-11 09:45:04,294 --------------------------------------
2018-05-11 09:45:04,295 Name is: layer1.0.bn2.bias
2018-05-11 09:45:04,295 Data is: min: -9.999991743825376e-05, max: 9.999994654208422e-05
2018-05-11 09:45:04,295 Grad is: min: -0.5111526250839233, max: 0.3962482213973999
2018-05-11 09:45:04,295 Target is: min: 0, max: 0
2018-05-11 09:45:04,295 --------------------------------------
2018-05-11 09:45:04,296 --------------------------------------
2018-05-11 09:45:04,296 Name is: layer1.0.conv3.weight
2018-05-11 09:45:04,296 Data is: min: -0.34012630581855774, max: 0.35435396432876587
2018-05-11 09:45:04,296 Grad is: min: -0.658810019493103, max: 0.7758650779724121
2018-05-11 09:45:04,296 Target is: min: 0, max: 0
2018-05-11 09:45:04,297 --------------------------------------
2018-05-11 09:45:04,297 --------------------------------------
2018-05-11 09:45:04,297 Name is: layer1.0.bn3.weight
2018-05-11 09:45:04,297 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,297 Grad is: min: -0.24070139229297638, max: 0.2463856190443039
2018-05-11 09:45:04,297 Target is: min: 0, max: 0
2018-05-11 09:45:04,298 --------------------------------------
2018-05-11 09:45:04,298 --------------------------------------
2018-05-11 09:45:04,298 Name is: layer1.0.bn3.bias
2018-05-11 09:45:04,298 Data is: min: -9.999987378250808e-05, max: 9.999984467867762e-05
2018-05-11 09:45:04,298 Grad is: min: -0.1973707377910614, max: 0.23637260496616364
2018-05-11 09:45:04,299 Target is: min: 0, max: 0
2018-05-11 09:45:04,299 --------------------------------------
2018-05-11 09:45:04,299 --------------------------------------
2018-05-11 09:45:04,299 Name is: layer1.0.downsample.0.weight
2018-05-11 09:45:04,299 Data is: min: -0.3627077639102936, max: 0.35252147912979126
2018-05-11 09:45:04,299 Grad is: min: -0.7880671620368958, max: 0.9074227809906006
2018-05-11 09:45:04,300 Target is: min: 0, max: 0
2018-05-11 09:45:04,300 --------------------------------------
2018-05-11 09:45:04,300 --------------------------------------
2018-05-11 09:45:04,300 Name is: layer1.0.downsample.1.weight
2018-05-11 09:45:04,300 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,300 Grad is: min: -0.390068382024765, max: 0.22272589802742004
2018-05-11 09:45:04,301 Target is: min: 0, max: 0
2018-05-11 09:45:04,301 --------------------------------------
2018-05-11 09:45:04,301 --------------------------------------
2018-05-11 09:45:04,301 Name is: layer1.0.downsample.1.bias
2018-05-11 09:45:04,301 Data is: min: -9.999987378250808e-05, max: 9.999984467867762e-05
2018-05-11 09:45:04,301 Grad is: min: -0.1973707377910614, max: 0.23637260496616364
2018-05-11 09:45:04,302 Target is: min: 0, max: 0
2018-05-11 09:45:04,302 --------------------------------------
2018-05-11 09:45:04,302 --------------------------------------
2018-05-11 09:45:04,302 Name is: layer1.1.conv1.weight
2018-05-11 09:45:04,302 Data is: min: -0.739943265914917, max: 0.6869758367538452
2018-05-11 09:45:04,303 Grad is: min: -0.32290908694267273, max: 0.30780228972435
2018-05-11 09:45:04,303 Target is: min: 0, max: 0
2018-05-11 09:45:04,303 --------------------------------------
2018-05-11 09:45:04,303 --------------------------------------
2018-05-11 09:45:04,303 Name is: layer1.1.bn1.weight
2018-05-11 09:45:04,303 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,304 Grad is: min: -0.3793720602989197, max: 0.4113238751888275
2018-05-11 09:45:04,304 Target is: min: 0, max: 0
2018-05-11 09:45:04,304 --------------------------------------
2018-05-11 09:45:04,304 --------------------------------------
2018-05-11 09:45:04,304 Name is: layer1.1.bn1.bias
2018-05-11 09:45:04,304 Data is: min: -9.999990288633853e-05, max: 9.999991016229615e-05
2018-05-11 09:45:04,305 Grad is: min: -0.32813477516174316, max: 0.3185073137283325
2018-05-11 09:45:04,305 Target is: min: 0, max: 0
2018-05-11 09:45:04,305 --------------------------------------
2018-05-11 09:45:04,305 --------------------------------------
2018-05-11 09:45:04,305 Name is: layer1.1.conv2.weight
2018-05-11 09:45:04,305 Data is: min: -0.2606908082962036, max: 0.22598661482334137
2018-05-11 09:45:04,306 Grad is: min: -0.5592480301856995, max: 0.6853533983230591
2018-05-11 09:45:04,306 Target is: min: 0, max: 0
2018-05-11 09:45:04,306 --------------------------------------
2018-05-11 09:45:04,306 --------------------------------------
2018-05-11 09:45:04,306 Name is: layer1.1.bn2.weight
2018-05-11 09:45:04,306 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,307 Grad is: min: -0.3234236538410187, max: 0.30925270915031433
2018-05-11 09:45:04,307 Target is: min: 0, max: 0
2018-05-11 09:45:04,307 --------------------------------------
2018-05-11 09:45:04,307 --------------------------------------
2018-05-11 09:45:04,307 Name is: layer1.1.bn2.bias
2018-05-11 09:45:04,307 Data is: min: -9.999985923059285e-05, max: 9.999985195463523e-05
2018-05-11 09:45:04,308 Grad is: min: -0.20664560794830322, max: 0.21435107290744781
2018-05-11 09:45:04,308 Target is: min: 0, max: 0
2018-05-11 09:45:04,308 --------------------------------------
2018-05-11 09:45:04,308 --------------------------------------
2018-05-11 09:45:04,308 Name is: layer1.1.conv3.weight
2018-05-11 09:45:04,308 Data is: min: -0.37158867716789246, max: 0.365718275308609
2018-05-11 09:45:04,309 Grad is: min: -0.48724502325057983, max: 0.46878382563591003
2018-05-11 09:45:04,309 Target is: min: 0, max: 0
2018-05-11 09:45:04,309 --------------------------------------
2018-05-11 09:45:04,309 --------------------------------------
2018-05-11 09:45:04,309 Name is: layer1.1.bn3.weight
2018-05-11 09:45:04,309 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,310 Grad is: min: -0.15779833495616913, max: 0.15142446756362915
2018-05-11 09:45:04,310 Target is: min: 0, max: 0
2018-05-11 09:45:04,310 --------------------------------------
2018-05-11 09:45:04,310 --------------------------------------
2018-05-11 09:45:04,310 Name is: layer1.1.bn3.bias
2018-05-11 09:45:04,310 Data is: min: -9.99997355393134e-05, max: 9.999972098739818e-05
2018-05-11 09:45:04,311 Grad is: min: -0.11179345846176147, max: 0.11567810922861099
2018-05-11 09:45:04,311 Target is: min: 0, max: 0
2018-05-11 09:45:04,311 --------------------------------------
2018-05-11 09:45:04,311 --------------------------------------
2018-05-11 09:45:04,311 Name is: layer1.2.conv1.weight
2018-05-11 09:45:04,311 Data is: min: -0.7297957539558411, max: 0.7824795842170715
2018-05-11 09:45:04,312 Grad is: min: -0.2561376392841339, max: 0.21745672821998596
2018-05-11 09:45:04,312 Target is: min: 0, max: 0
2018-05-11 09:45:04,312 --------------------------------------
2018-05-11 09:45:04,312 --------------------------------------
2018-05-11 09:45:04,312 Name is: layer1.2.bn1.weight
2018-05-11 09:45:04,312 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,313 Grad is: min: -0.253291517496109, max: 0.24527376890182495
2018-05-11 09:45:04,313 Target is: min: 0, max: 0
2018-05-11 09:45:04,313 --------------------------------------
2018-05-11 09:45:04,313 --------------------------------------
2018-05-11 09:45:04,313 Name is: layer1.2.bn1.bias
2018-05-11 09:45:04,313 Data is: min: -9.999987378250808e-05, max: 9.999985923059285e-05
2018-05-11 09:45:04,314 Grad is: min: -0.2158294916152954, max: 0.2512804865837097
2018-05-11 09:45:04,314 Target is: min: 0, max: 0
2018-05-11 09:45:04,314 --------------------------------------
2018-05-11 09:45:04,314 --------------------------------------
2018-05-11 09:45:04,314 Name is: layer1.2.conv2.weight
2018-05-11 09:45:04,314 Data is: min: -0.2397540658712387, max: 0.22544385492801666
2018-05-11 09:45:04,315 Grad is: min: -0.3957885801792145, max: 0.41276490688323975
2018-05-11 09:45:04,315 Target is: min: 0, max: 0
2018-05-11 09:45:04,315 --------------------------------------
2018-05-11 09:45:04,315 --------------------------------------
2018-05-11 09:45:04,315 Name is: layer1.2.bn2.weight
2018-05-11 09:45:04,315 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,316 Grad is: min: -0.24483872950077057, max: 0.19092798233032227
2018-05-11 09:45:04,316 Target is: min: 0, max: 0
2018-05-11 09:45:04,316 --------------------------------------
2018-05-11 09:45:04,316 --------------------------------------
2018-05-11 09:45:04,316 Name is: layer1.2.bn2.bias
2018-05-11 09:45:04,316 Data is: min: -9.999984467867762e-05, max: 9.999982285080478e-05
2018-05-11 09:45:04,317 Grad is: min: -0.1700841784477234, max: 0.1845153123140335
2018-05-11 09:45:04,317 Target is: min: 0, max: 0
2018-05-11 09:45:04,317 --------------------------------------
2018-05-11 09:45:04,317 --------------------------------------
2018-05-11 09:45:04,317 Name is: layer1.2.conv3.weight
2018-05-11 09:45:04,317 Data is: min: -0.3464301824569702, max: 0.3578363358974457
2018-05-11 09:45:04,318 Grad is: min: -0.28921613097190857, max: 0.34232065081596375
2018-05-11 09:45:04,318 Target is: min: 0, max: 0
2018-05-11 09:45:04,318 --------------------------------------
2018-05-11 09:45:04,318 --------------------------------------
2018-05-11 09:45:04,318 Name is: layer1.2.bn3.weight
2018-05-11 09:45:04,318 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,318 Grad is: min: -0.10686635226011276, max: 0.0971791073679924
2018-05-11 09:45:04,319 Target is: min: 0, max: 0
2018-05-11 09:45:04,319 --------------------------------------
2018-05-11 09:45:04,319 --------------------------------------
2018-05-11 09:45:04,319 Name is: layer1.2.bn3.bias
2018-05-11 09:45:04,319 Data is: min: -9.999954636441544e-05, max: 9.999956091633067e-05
2018-05-11 09:45:04,319 Grad is: min: -0.07125156372785568, max: 0.06850796937942505
2018-05-11 09:45:04,320 Target is: min: 0, max: 0
2018-05-11 09:45:04,320 --------------------------------------
2018-05-11 09:45:04,320 --------------------------------------
2018-05-11 09:45:04,320 Name is: layer2.0.conv1.weight
2018-05-11 09:45:04,320 Data is: min: -0.48929741978645325, max: 0.526902437210083
2018-05-11 09:45:04,320 Grad is: min: -0.2019292414188385, max: 0.21124792098999023
2018-05-11 09:45:04,321 Target is: min: 0, max: 0
2018-05-11 09:45:04,321 --------------------------------------
2018-05-11 09:45:04,321 --------------------------------------
2018-05-11 09:45:04,321 Name is: layer2.0.bn1.weight
2018-05-11 09:45:04,321 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,321 Grad is: min: -0.2082817107439041, max: 0.17330943048000336
2018-05-11 09:45:04,322 Target is: min: 0, max: 0
2018-05-11 09:45:04,322 --------------------------------------
2018-05-11 09:45:04,322 --------------------------------------
2018-05-11 09:45:04,322 Name is: layer2.0.bn1.bias
2018-05-11 09:45:04,322 Data is: min: -9.999977191910148e-05, max: 9.999983740272e-05
2018-05-11 09:45:04,322 Grad is: min: -0.1826811283826828, max: 0.13108310103416443
2018-05-11 09:45:04,322 Target is: min: 0, max: 0
2018-05-11 09:45:04,323 --------------------------------------
2018-05-11 09:45:04,323 --------------------------------------
2018-05-11 09:45:04,323 Name is: layer2.0.conv2.weight
2018-05-11 09:45:04,323 Data is: min: -0.18685224652290344, max: 0.17140622437000275
2018-05-11 09:45:04,323 Grad is: min: -0.22823023796081543, max: 0.21725966036319733
2018-05-11 09:45:04,323 Target is: min: 0, max: 0
2018-05-11 09:45:04,324 --------------------------------------
2018-05-11 09:45:04,324 --------------------------------------
2018-05-11 09:45:04,324 Name is: layer2.0.bn2.weight
2018-05-11 09:45:04,324 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,324 Grad is: min: -0.1407160609960556, max: 0.18559877574443817
2018-05-11 09:45:04,324 Target is: min: 0, max: 0
2018-05-11 09:45:04,325 --------------------------------------
2018-05-11 09:45:04,325 --------------------------------------
2018-05-11 09:45:04,325 Name is: layer2.0.bn2.bias
2018-05-11 09:45:04,325 Data is: min: -9.999970643548295e-05, max: 9.999970643548295e-05
2018-05-11 09:45:04,325 Grad is: min: -0.10517983138561249, max: 0.1071021631360054
2018-05-11 09:45:04,325 Target is: min: 0, max: 0
2018-05-11 09:45:04,325 --------------------------------------
2018-05-11 09:45:04,326 --------------------------------------
2018-05-11 09:45:04,326 Name is: layer2.0.conv3.weight
2018-05-11 09:45:04,326 Data is: min: -0.2671237885951996, max: 0.24720899760723114
2018-05-11 09:45:04,326 Grad is: min: -0.17962110042572021, max: 0.18631938099861145
2018-05-11 09:45:04,326 Target is: min: 0, max: 0
2018-05-11 09:45:04,327 --------------------------------------
2018-05-11 09:45:04,327 --------------------------------------
2018-05-11 09:45:04,327 Name is: layer2.0.bn3.weight
2018-05-11 09:45:04,327 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,329 Grad is: min: -0.07552963495254517, max: 0.09779933840036392
2018-05-11 09:45:04,329 Target is: min: 0, max: 0
2018-05-11 09:45:04,329 --------------------------------------
2018-05-11 09:45:04,329 --------------------------------------
2018-05-11 09:45:04,329 Name is: layer2.0.bn3.bias
2018-05-11 09:45:04,329 Data is: min: -9.999944450100884e-05, max: 9.999930625781417e-05
2018-05-11 09:45:04,330 Grad is: min: -0.04572508856654167, max: 0.05644231289625168
2018-05-11 09:45:04,330 Target is: min: 0, max: 0
2018-05-11 09:45:04,330 --------------------------------------
2018-05-11 09:45:04,330 --------------------------------------
2018-05-11 09:45:04,330 Name is: layer2.0.downsample.0.weight
2018-05-11 09:45:04,330 Data is: min: -0.2570176124572754, max: 0.2980382442474365
2018-05-11 09:45:04,331 Grad is: min: -0.14287716150283813, max: 0.14386604726314545
2018-05-11 09:45:04,331 Target is: min: 0, max: 0
2018-05-11 09:45:04,331 --------------------------------------
2018-05-11 09:45:04,331 --------------------------------------
2018-05-11 09:45:04,331 Name is: layer2.0.downsample.1.weight
2018-05-11 09:45:04,331 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,332 Grad is: min: -0.07219848036766052, max: 0.0654296875
2018-05-11 09:45:04,332 Target is: min: 0, max: 0
2018-05-11 09:45:04,332 --------------------------------------
2018-05-11 09:45:04,332 --------------------------------------
2018-05-11 09:45:04,332 Name is: layer2.0.downsample.1.bias
2018-05-11 09:45:04,332 Data is: min: -9.999944450100884e-05, max: 9.999930625781417e-05
2018-05-11 09:45:04,333 Grad is: min: -0.04572508856654167, max: 0.05644231289625168
2018-05-11 09:45:04,333 Target is: min: 0, max: 0
2018-05-11 09:45:04,333 --------------------------------------
2018-05-11 09:45:04,333 --------------------------------------
2018-05-11 09:45:04,333 Name is: layer2.1.conv1.weight
2018-05-11 09:45:04,333 Data is: min: -0.5157208442687988, max: 0.5580866932868958
2018-05-11 09:45:04,334 Grad is: min: -0.08854666352272034, max: 0.08980801701545715
2018-05-11 09:45:04,334 Target is: min: 0, max: 0
2018-05-11 09:45:04,334 --------------------------------------
2018-05-11 09:45:04,334 --------------------------------------
2018-05-11 09:45:04,334 Name is: layer2.1.bn1.weight
2018-05-11 09:45:04,334 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,335 Grad is: min: -0.11648684740066528, max: 0.10701178759336472
2018-05-11 09:45:04,335 Target is: min: 0, max: 0
2018-05-11 09:45:04,335 --------------------------------------
2018-05-11 09:45:04,335 --------------------------------------
2018-05-11 09:45:04,335 Name is: layer2.1.bn1.bias
2018-05-11 09:45:04,335 Data is: min: -9.999972098739818e-05, max: 9.999979374697432e-05
2018-05-11 09:45:04,336 Grad is: min: -0.14801543951034546, max: 0.11089320480823517
2018-05-11 09:45:04,336 Target is: min: 0, max: 0
2018-05-11 09:45:04,336 --------------------------------------
2018-05-11 09:45:04,336 --------------------------------------
2018-05-11 09:45:04,336 Name is: layer2.1.conv2.weight
2018-05-11 09:45:04,336 Data is: min: -0.19663237035274506, max: 0.17446844279766083
2018-05-11 09:45:04,337 Grad is: min: -0.14136536419391632, max: 0.16371789574623108
2018-05-11 09:45:04,337 Target is: min: 0, max: 0
2018-05-11 09:45:04,337 --------------------------------------
2018-05-11 09:45:04,337 --------------------------------------
2018-05-11 09:45:04,337 Name is: layer2.1.bn2.weight
2018-05-11 09:45:04,337 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,338 Grad is: min: -0.11134302616119385, max: 0.125552237033844
2018-05-11 09:45:04,338 Target is: min: 0, max: 0
2018-05-11 09:45:04,338 --------------------------------------
2018-05-11 09:45:04,338 --------------------------------------
2018-05-11 09:45:04,338 Name is: layer2.1.bn2.bias
2018-05-11 09:45:04,338 Data is: min: -9.999956091633067e-05, max: 9.999964095186442e-05
2018-05-11 09:45:04,338 Grad is: min: -0.09002719074487686, max: 0.07165607810020447
2018-05-11 09:45:04,339 Target is: min: 0, max: 0
2018-05-11 09:45:04,339 --------------------------------------
2018-05-11 09:45:04,339 --------------------------------------
2018-05-11 09:45:04,339 Name is: layer2.1.conv3.weight
2018-05-11 09:45:04,339 Data is: min: -0.24498121440410614, max: 0.24164752662181854
2018-05-11 09:45:04,339 Grad is: min: -0.13003836572170258, max: 0.14666536450386047
2018-05-11 09:45:04,340 Target is: min: 0, max: 0
2018-05-11 09:45:04,340 --------------------------------------
2018-05-11 09:45:04,340 --------------------------------------
2018-05-11 09:45:04,340 Name is: layer2.1.bn3.weight
2018-05-11 09:45:04,340 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,340 Grad is: min: -0.06392689794301987, max: 0.04775319620966911
2018-05-11 09:45:04,341 Target is: min: 0, max: 0
2018-05-11 09:45:04,341 --------------------------------------
2018-05-11 09:45:04,341 --------------------------------------
2018-05-11 09:45:04,341 Name is: layer2.1.bn3.bias
2018-05-11 09:45:04,341 Data is: min: -9.999894245993346e-05, max: 9.999893518397585e-05
2018-05-11 09:45:04,341 Grad is: min: -0.029775893315672874, max: 0.030021481215953827
2018-05-11 09:45:04,342 Target is: min: 0, max: 0
2018-05-11 09:45:04,342 --------------------------------------
2018-05-11 09:45:04,342 --------------------------------------
2018-05-11 09:45:04,342 Name is: layer2.2.conv1.weight
2018-05-11 09:45:04,342 Data is: min: -0.5263131856918335, max: 0.4936832785606384
2018-05-11 09:45:04,342 Grad is: min: -0.059406813234090805, max: 0.05989770591259003
2018-05-11 09:45:04,343 Target is: min: 0, max: 0
2018-05-11 09:45:04,343 --------------------------------------
2018-05-11 09:45:04,343 --------------------------------------
2018-05-11 09:45:04,343 Name is: layer2.2.bn1.weight
2018-05-11 09:45:04,343 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,343 Grad is: min: -0.06868252158164978, max: 0.07403941452503204
2018-05-11 09:45:04,343 Target is: min: 0, max: 0
2018-05-11 09:45:04,344 --------------------------------------
2018-05-11 09:45:04,344 --------------------------------------
2018-05-11 09:45:04,344 Name is: layer2.2.bn1.bias
2018-05-11 09:45:04,344 Data is: min: -9.999959729611874e-05, max: 9.999956819228828e-05
2018-05-11 09:45:04,344 Grad is: min: -0.0730094462633133, max: 0.07925967872142792
2018-05-11 09:45:04,344 Target is: min: 0, max: 0
2018-05-11 09:45:04,345 --------------------------------------
2018-05-11 09:45:04,345 --------------------------------------
2018-05-11 09:45:04,345 Name is: layer2.2.conv2.weight
2018-05-11 09:45:04,345 Data is: min: -0.17403632402420044, max: 0.1816541999578476
2018-05-11 09:45:04,345 Grad is: min: -0.11591282486915588, max: 0.13075348734855652
2018-05-11 09:45:04,345 Target is: min: 0, max: 0
2018-05-11 09:45:04,346 --------------------------------------
2018-05-11 09:45:04,346 --------------------------------------
2018-05-11 09:45:04,346 Name is: layer2.2.bn2.weight
2018-05-11 09:45:04,346 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,346 Grad is: min: -0.06674419343471527, max: 0.06500714272260666
2018-05-11 09:45:04,346 Target is: min: 0, max: 0
2018-05-11 09:45:04,346 --------------------------------------
2018-05-11 09:45:04,347 --------------------------------------
2018-05-11 09:45:04,347 Name is: layer2.2.bn2.bias
2018-05-11 09:45:04,347 Data is: min: -9.99993208097294e-05, max: 9.999945177696645e-05
2018-05-11 09:45:04,347 Grad is: min: -0.05725958198308945, max: 0.0463828407227993
2018-05-11 09:45:04,347 Target is: min: 0, max: 0
2018-05-11 09:45:04,347 --------------------------------------
2018-05-11 09:45:04,348 --------------------------------------
2018-05-11 09:45:04,348 Name is: layer2.2.conv3.weight
2018-05-11 09:45:04,348 Data is: min: -0.2629784047603607, max: 0.28182047605514526
2018-05-11 09:45:04,348 Grad is: min: -0.1017223596572876, max: 0.10656262934207916
2018-05-11 09:45:04,348 Target is: min: 0, max: 0
2018-05-11 09:45:04,348 --------------------------------------
2018-05-11 09:45:04,349 --------------------------------------
2018-05-11 09:45:04,349 Name is: layer2.2.bn3.weight
2018-05-11 09:45:04,349 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,349 Grad is: min: -0.029388725757598877, max: 0.0334576778113842
2018-05-11 09:45:04,349 Target is: min: 0, max: 0
2018-05-11 09:45:04,349 --------------------------------------
2018-05-11 09:45:04,350 --------------------------------------
2018-05-11 09:45:04,350 Name is: layer2.2.bn3.bias
2018-05-11 09:45:04,350 Data is: min: -9.99983967631124e-05, max: 9.999852045439184e-05
2018-05-11 09:45:04,350 Grad is: min: -0.021327143535017967, max: 0.019662944599986076
2018-05-11 09:45:04,350 Target is: min: 0, max: 0
2018-05-11 09:45:04,350 --------------------------------------
2018-05-11 09:45:04,350 --------------------------------------
2018-05-11 09:45:04,351 Name is: layer2.3.conv1.weight
2018-05-11 09:45:04,351 Data is: min: -0.5495162010192871, max: 0.5502616763114929
2018-05-11 09:45:04,351 Grad is: min: -0.04445374384522438, max: 0.04276274889707565
2018-05-11 09:45:04,351 Target is: min: 0, max: 0
2018-05-11 09:45:04,351 --------------------------------------
2018-05-11 09:45:04,352 --------------------------------------
2018-05-11 09:45:04,352 Name is: layer2.3.bn1.weight
2018-05-11 09:45:04,352 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,352 Grad is: min: -0.04690326750278473, max: 0.057884909212589264
2018-05-11 09:45:04,352 Target is: min: 0, max: 0
2018-05-11 09:45:04,352 --------------------------------------
2018-05-11 09:45:04,352 --------------------------------------
2018-05-11 09:45:04,353 Name is: layer2.3.bn1.bias
2018-05-11 09:45:04,353 Data is: min: -9.999934991355985e-05, max: 9.999948088079691e-05
2018-05-11 09:45:04,353 Grad is: min: -0.06081653758883476, max: 0.04831492155790329
2018-05-11 09:45:04,353 Target is: min: 0, max: 0
2018-05-11 09:45:04,353 --------------------------------------
2018-05-11 09:45:04,353 --------------------------------------
2018-05-11 09:45:04,353 Name is: layer2.3.conv2.weight
2018-05-11 09:45:04,354 Data is: min: -0.18790988624095917, max: 0.1779155433177948
2018-05-11 09:45:04,354 Grad is: min: -0.08685839921236038, max: 0.07900603860616684
2018-05-11 09:45:04,354 Target is: min: 0, max: 0
2018-05-11 09:45:04,354 --------------------------------------
2018-05-11 09:45:04,354 --------------------------------------
2018-05-11 09:45:04,355 Name is: layer2.3.bn2.weight
2018-05-11 09:45:04,355 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,355 Grad is: min: -0.042391229420900345, max: 0.0506724938750267
2018-05-11 09:45:04,355 Target is: min: 0, max: 0
2018-05-11 09:45:04,355 --------------------------------------
2018-05-11 09:45:04,355 --------------------------------------
2018-05-11 09:45:04,355 Name is: layer2.3.bn2.bias
2018-05-11 09:45:04,356 Data is: min: -9.999899339163676e-05, max: 9.999924077419564e-05
2018-05-11 09:45:04,356 Grad is: min: -0.041735921055078506, max: 0.03151051700115204
2018-05-11 09:45:04,356 Target is: min: 0, max: 0
2018-05-11 09:45:04,356 --------------------------------------
2018-05-11 09:45:04,356 --------------------------------------
2018-05-11 09:45:04,356 Name is: layer2.3.conv3.weight
2018-05-11 09:45:04,357 Data is: min: -0.30439895391464233, max: 0.27310991287231445
2018-05-11 09:45:04,357 Grad is: min: -0.06036098301410675, max: 0.07281312346458435
2018-05-11 09:45:04,357 Target is: min: 0, max: 0
2018-05-11 09:45:04,357 --------------------------------------
2018-05-11 09:45:04,357 --------------------------------------
2018-05-11 09:45:04,357 Name is: layer2.3.bn3.weight
2018-05-11 09:45:04,358 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,358 Grad is: min: -0.02455812692642212, max: 0.02186274714767933
2018-05-11 09:45:04,358 Target is: min: 0, max: 0
2018-05-11 09:45:04,358 --------------------------------------
2018-05-11 09:45:04,358 --------------------------------------
2018-05-11 09:45:04,358 Name is: layer2.3.bn3.bias
2018-05-11 09:45:04,359 Data is: min: -9.999770554713905e-05, max: 9.9997989309486e-05
2018-05-11 09:45:04,359 Grad is: min: -0.01570722833275795, max: 0.013777161948382854
2018-05-11 09:45:04,359 Target is: min: 0, max: 0
2018-05-11 09:45:04,359 --------------------------------------
2018-05-11 09:45:04,359 --------------------------------------
2018-05-11 09:45:04,359 Name is: layer3.0.conv1.weight
2018-05-11 09:45:04,360 Data is: min: -0.4043688178062439, max: 0.36421850323677063
2018-05-11 09:45:04,360 Grad is: min: -0.041830360889434814, max: 0.04402201995253563
2018-05-11 09:45:04,360 Target is: min: 0, max: 0
2018-05-11 09:45:04,360 --------------------------------------
2018-05-11 09:45:04,360 --------------------------------------
2018-05-11 09:45:04,360 Name is: layer3.0.bn1.weight
2018-05-11 09:45:04,361 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,361 Grad is: min: -0.05288090929389, max: 0.03577497974038124
2018-05-11 09:45:04,361 Target is: min: 0, max: 0
2018-05-11 09:45:04,361 --------------------------------------
2018-05-11 09:45:04,361 --------------------------------------
2018-05-11 09:45:04,361 Name is: layer3.0.bn1.bias
2018-05-11 09:45:04,362 Data is: min: -9.999892063206062e-05, max: 9.999900066759437e-05
2018-05-11 09:45:04,362 Grad is: min: -0.03161608427762985, max: 0.029414433985948563
2018-05-11 09:45:04,362 Target is: min: 0, max: 0
2018-05-11 09:45:04,362 --------------------------------------
2018-05-11 09:45:04,362 --------------------------------------
2018-05-11 09:45:04,362 Name is: layer3.0.conv2.weight
2018-05-11 09:45:04,363 Data is: min: -0.13918179273605347, max: 0.13767167925834656
2018-05-11 09:45:04,363 Grad is: min: -0.05703463777899742, max: 0.05724091827869415
2018-05-11 09:45:04,363 Target is: min: 0, max: 0
2018-05-11 09:45:04,363 --------------------------------------
2018-05-11 09:45:04,363 --------------------------------------
2018-05-11 09:45:04,363 Name is: layer3.0.bn2.weight
2018-05-11 09:45:04,364 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,364 Grad is: min: -0.042003877460956573, max: 0.053167615085840225
2018-05-11 09:45:04,364 Target is: min: 0, max: 0
2018-05-11 09:45:04,364 --------------------------------------
2018-05-11 09:45:04,364 --------------------------------------
2018-05-11 09:45:04,364 Name is: layer3.0.bn2.bias
2018-05-11 09:45:04,365 Data is: min: -9.999885514844209e-05, max: 9.999890608014539e-05
2018-05-11 09:45:04,365 Grad is: min: -0.0287906676530838, max: 0.027495890855789185
2018-05-11 09:45:04,365 Target is: min: 0, max: 0
2018-05-11 09:45:04,365 --------------------------------------
2018-05-11 09:45:04,365 --------------------------------------
2018-05-11 09:45:04,365 Name is: layer3.0.conv3.weight
2018-05-11 09:45:04,366 Data is: min: -0.19282889366149902, max: 0.20171011984348297
2018-05-11 09:45:04,366 Grad is: min: -0.05310647562146187, max: 0.046872712671756744
2018-05-11 09:45:04,366 Target is: min: 0, max: 0
2018-05-11 09:45:04,366 --------------------------------------
2018-05-11 09:45:04,366 --------------------------------------
2018-05-11 09:45:04,366 Name is: layer3.0.bn3.weight
2018-05-11 09:45:04,367 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,367 Grad is: min: -0.019054709002375603, max: 0.01806843839585781
2018-05-11 09:45:04,367 Target is: min: 0, max: 0
2018-05-11 09:45:04,367 --------------------------------------
2018-05-11 09:45:04,367 --------------------------------------
2018-05-11 09:45:04,367 Name is: layer3.0.bn3.bias
2018-05-11 09:45:04,368 Data is: min: -9.999792382586747e-05, max: 9.999761095969006e-05
2018-05-11 09:45:04,368 Grad is: min: -0.013202598318457603, max: 0.015222227200865746
2018-05-11 09:45:04,368 Target is: min: 0, max: 0
2018-05-11 09:45:04,368 --------------------------------------
2018-05-11 09:45:04,368 --------------------------------------
2018-05-11 09:45:04,368 Name is: layer3.0.downsample.0.weight
2018-05-11 09:45:04,369 Data is: min: -0.20352336764335632, max: 0.1969274878501892
2018-05-11 09:45:04,369 Grad is: min: -0.03528311103582382, max: 0.03355870768427849
2018-05-11 09:45:04,369 Target is: min: 0, max: 0
2018-05-11 09:45:04,369 --------------------------------------
2018-05-11 09:45:04,369 --------------------------------------
2018-05-11 09:45:04,369 Name is: layer3.0.downsample.1.weight
2018-05-11 09:45:04,370 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,370 Grad is: min: -0.017316443845629692, max: 0.01772957853972912
2018-05-11 09:45:04,370 Target is: min: 0, max: 0
2018-05-11 09:45:04,370 --------------------------------------
2018-05-11 09:45:04,370 --------------------------------------
2018-05-11 09:45:04,370 Name is: layer3.0.downsample.1.bias
2018-05-11 09:45:04,371 Data is: min: -9.999792382586747e-05, max: 9.999761095969006e-05
2018-05-11 09:45:04,371 Grad is: min: -0.013202598318457603, max: 0.015222227200865746
2018-05-11 09:45:04,371 Target is: min: 0, max: 0
2018-05-11 09:45:04,371 --------------------------------------
2018-05-11 09:45:04,371 --------------------------------------
2018-05-11 09:45:04,371 Name is: layer3.1.conv1.weight
2018-05-11 09:45:04,372 Data is: min: -0.45278027653694153, max: 0.37616053223609924
2018-05-11 09:45:04,372 Grad is: min: -0.020879581570625305, max: 0.020790817216038704
2018-05-11 09:45:04,372 Target is: min: 0, max: 0
2018-05-11 09:45:04,372 --------------------------------------
2018-05-11 09:45:04,372 --------------------------------------
2018-05-11 09:45:04,372 Name is: layer3.1.bn1.weight
2018-05-11 09:45:04,373 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,373 Grad is: min: -0.026007840409874916, max: 0.024026473984122276
2018-05-11 09:45:04,373 Target is: min: 0, max: 0
2018-05-11 09:45:04,373 --------------------------------------
2018-05-11 09:45:04,373 --------------------------------------
2018-05-11 09:45:04,373 Name is: layer3.1.bn1.bias
2018-05-11 09:45:04,374 Data is: min: -9.999872418120503e-05, max: 9.999858593801036e-05
2018-05-11 09:45:04,374 Grad is: min: -0.022151140496134758, max: 0.024903982877731323
2018-05-11 09:45:04,374 Target is: min: 0, max: 0
2018-05-11 09:45:04,374 --------------------------------------
2018-05-11 09:45:04,374 --------------------------------------
2018-05-11 09:45:04,374 Name is: layer3.1.conv2.weight
2018-05-11 09:45:04,375 Data is: min: -0.13710367679595947, max: 0.13733665645122528
2018-05-11 09:45:04,375 Grad is: min: -0.03707772493362427, max: 0.03864769637584686
2018-05-11 09:45:04,375 Target is: min: 0, max: 0
2018-05-11 09:45:04,375 --------------------------------------
2018-05-11 09:45:04,375 --------------------------------------
2018-05-11 09:45:04,375 Name is: layer3.1.bn2.weight
2018-05-11 09:45:04,376 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,376 Grad is: min: -0.02096843533217907, max: 0.01840539649128914
2018-05-11 09:45:04,376 Target is: min: 0, max: 0
2018-05-11 09:45:04,376 --------------------------------------
2018-05-11 09:45:04,376 --------------------------------------
2018-05-11 09:45:04,376 Name is: layer3.1.bn2.bias
2018-05-11 09:45:04,377 Data is: min: -9.999852773034945e-05, max: 9.999788017012179e-05
2018-05-11 09:45:04,377 Grad is: min: -0.01482977345585823, max: 0.021473417058587074
2018-05-11 09:45:04,377 Target is: min: 0, max: 0
2018-05-11 09:45:04,377 --------------------------------------
2018-05-11 09:45:04,377 --------------------------------------
2018-05-11 09:45:04,377 Name is: layer3.1.conv3.weight
2018-05-11 09:45:04,378 Data is: min: -0.20933319628238678, max: 0.1965569704771042
2018-05-11 09:45:04,378 Grad is: min: -0.031737249344587326, max: 0.029014499858021736
2018-05-11 09:45:04,378 Target is: min: 0, max: 0
2018-05-11 09:45:04,378 --------------------------------------
2018-05-11 09:45:04,378 --------------------------------------
2018-05-11 09:45:04,378 Name is: layer3.1.bn3.weight
2018-05-11 09:45:04,379 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,379 Grad is: min: -0.015088056214153767, max: 0.010648248717188835
2018-05-11 09:45:04,379 Target is: min: 0, max: 0
2018-05-11 09:45:04,379 --------------------------------------
2018-05-11 09:45:04,379 --------------------------------------
2018-05-11 09:45:04,379 Name is: layer3.1.bn3.bias
2018-05-11 09:45:04,379 Data is: min: -9.999653411796317e-05, max: 9.999611938837916e-05
2018-05-11 09:45:04,380 Grad is: min: -0.008142447099089622, max: 0.009141206741333008
2018-05-11 09:45:04,380 Target is: min: 0, max: 0
2018-05-11 09:45:04,380 --------------------------------------
2018-05-11 09:45:04,380 --------------------------------------
2018-05-11 09:45:04,380 Name is: layer3.2.conv1.weight
2018-05-11 09:45:04,381 Data is: min: -0.39771944284439087, max: 0.43770214915275574
2018-05-11 09:45:04,381 Grad is: min: -0.016800975427031517, max: 0.01993550732731819
2018-05-11 09:45:04,381 Target is: min: 0, max: 0
2018-05-11 09:45:04,381 --------------------------------------
2018-05-11 09:45:04,381 --------------------------------------
2018-05-11 09:45:04,381 Name is: layer3.2.bn1.weight
2018-05-11 09:45:04,382 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,382 Grad is: min: -0.020878495648503304, max: 0.017166947945952415
2018-05-11 09:45:04,382 Target is: min: 0, max: 0
2018-05-11 09:45:04,382 --------------------------------------
2018-05-11 09:45:04,382 --------------------------------------
2018-05-11 09:45:04,382 Name is: layer3.2.bn1.bias
2018-05-11 09:45:04,382 Data is: min: -9.999801841331646e-05, max: 9.999807662097737e-05
2018-05-11 09:45:04,383 Grad is: min: -0.016442088410258293, max: 0.015944793820381165
2018-05-11 09:45:04,383 Target is: min: 0, max: 0
2018-05-11 09:45:04,383 --------------------------------------
2018-05-11 09:45:04,383 --------------------------------------
2018-05-11 09:45:04,383 Name is: layer3.2.conv2.weight
2018-05-11 09:45:04,384 Data is: min: -0.13973696529865265, max: 0.13335460424423218
2018-05-11 09:45:04,384 Grad is: min: -0.02554834634065628, max: 0.02823822945356369
2018-05-11 09:45:04,384 Target is: min: 0, max: 0
2018-05-11 09:45:04,384 --------------------------------------
2018-05-11 09:45:04,384 --------------------------------------
2018-05-11 09:45:04,384 Name is: layer3.2.bn2.weight
2018-05-11 09:45:04,385 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,385 Grad is: min: -0.01571231335401535, max: 0.019423212856054306
2018-05-11 09:45:04,385 Target is: min: 0, max: 0
2018-05-11 09:45:04,385 --------------------------------------
2018-05-11 09:45:04,385 --------------------------------------
2018-05-11 09:45:04,385 Name is: layer3.2.bn2.bias
2018-05-11 09:45:04,385 Data is: min: -9.999748726841062e-05, max: 9.999769099522382e-05
2018-05-11 09:45:04,386 Grad is: min: -0.0136967608705163, max: 0.012609175406396389
2018-05-11 09:45:04,386 Target is: min: 0, max: 0
2018-05-11 09:45:04,386 --------------------------------------
2018-05-11 09:45:04,386 --------------------------------------
2018-05-11 09:45:04,386 Name is: layer3.2.conv3.weight
2018-05-11 09:45:04,386 Data is: min: -0.19850553572177887, max: 0.21696677803993225
2018-05-11 09:45:04,387 Grad is: min: -0.02024521864950657, max: 0.01986648328602314
2018-05-11 09:45:04,387 Target is: min: 0, max: 0
2018-05-11 09:45:04,387 --------------------------------------
2018-05-11 09:45:04,387 --------------------------------------
2018-05-11 09:45:04,387 Name is: layer3.2.bn3.weight
2018-05-11 09:45:04,387 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,388 Grad is: min: -0.007914446294307709, max: 0.007266024127602577
2018-05-11 09:45:04,388 Target is: min: 0, max: 0
2018-05-11 09:45:04,388 --------------------------------------
2018-05-11 09:45:04,388 --------------------------------------
2018-05-11 09:45:04,388 Name is: layer3.2.bn3.bias
2018-05-11 09:45:04,388 Data is: min: -9.99941912596114e-05, max: 9.99949115794152e-05
2018-05-11 09:45:04,389 Grad is: min: -0.006211548577994108, max: 0.00543553289026022
2018-05-11 09:45:04,389 Target is: min: 0, max: 0
2018-05-11 09:45:04,389 --------------------------------------
2018-05-11 09:45:04,389 --------------------------------------
2018-05-11 09:45:04,389 Name is: layer3.3.conv1.weight
2018-05-11 09:45:04,389 Data is: min: -0.38005372881889343, max: 0.4164726734161377
2018-05-11 09:45:04,391 Grad is: min: -0.011728285811841488, max: 0.011023959144949913
2018-05-11 09:45:04,391 Target is: min: 0, max: 0
2018-05-11 09:45:04,391 --------------------------------------
2018-05-11 09:45:04,391 --------------------------------------
2018-05-11 09:45:04,391 Name is: layer3.3.bn1.weight
2018-05-11 09:45:04,391 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,392 Grad is: min: -0.0142212538048625, max: 0.019076120108366013
2018-05-11 09:45:04,392 Target is: min: 0, max: 0
2018-05-11 09:45:04,393 --------------------------------------
2018-05-11 09:45:04,393 --------------------------------------
2018-05-11 09:45:04,393 Name is: layer3.3.bn1.bias
2018-05-11 09:45:04,393 Data is: min: -9.999776375479996e-05, max: 9.999697795137763e-05
2018-05-11 09:45:04,394 Grad is: min: -0.010422153398394585, max: 0.014094079844653606
2018-05-11 09:45:04,394 Target is: min: 0, max: 0
2018-05-11 09:45:04,394 --------------------------------------
2018-05-11 09:45:04,395 --------------------------------------
2018-05-11 09:45:04,395 Name is: layer3.3.conv2.weight
2018-05-11 09:45:04,396 Data is: min: -0.13703709840774536, max: 0.1454467922449112
2018-05-11 09:45:04,396 Grad is: min: -0.023318134248256683, max: 0.02771429345011711
2018-05-11 09:45:04,396 Target is: min: 0, max: 0
2018-05-11 09:45:04,397 --------------------------------------
2018-05-11 09:45:04,397 --------------------------------------
2018-05-11 09:45:04,398 Name is: layer3.3.bn2.weight
2018-05-11 09:45:04,398 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,399 Grad is: min: -0.01476723700761795, max: 0.009792960248887539
2018-05-11 09:45:04,399 Target is: min: 0, max: 0
2018-05-11 09:45:04,399 --------------------------------------
2018-05-11 09:45:04,400 --------------------------------------
2018-05-11 09:45:04,400 Name is: layer3.3.bn2.bias
2018-05-11 09:45:04,400 Data is: min: -9.999720350606367e-05, max: 9.999685426009819e-05
2018-05-11 09:45:04,401 Grad is: min: -0.010037051513791084, max: 0.011239850893616676
2018-05-11 09:45:04,401 Target is: min: 0, max: 0
2018-05-11 09:45:04,401 --------------------------------------
2018-05-11 09:45:04,402 --------------------------------------
2018-05-11 09:45:04,402 Name is: layer3.3.conv3.weight
2018-05-11 09:45:04,403 Data is: min: -0.20366422832012177, max: 0.1940159946680069
2018-05-11 09:45:04,403 Grad is: min: -0.015841539949178696, max: 0.015385245904326439
2018-05-11 09:45:04,404 Target is: min: 0, max: 0
2018-05-11 09:45:04,404 --------------------------------------
2018-05-11 09:45:04,404 --------------------------------------
2018-05-11 09:45:04,405 Name is: layer3.3.bn3.weight
2018-05-11 09:45:04,405 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,405 Grad is: min: -0.0073447683826088905, max: 0.006954336538910866
2018-05-11 09:45:04,406 Target is: min: 0, max: 0
2018-05-11 09:45:04,406 --------------------------------------
2018-05-11 09:45:04,406 --------------------------------------
2018-05-11 09:45:04,406 Name is: layer3.3.bn3.bias
2018-05-11 09:45:04,406 Data is: min: -9.999324538512155e-05, max: 9.999117901315913e-05
2018-05-11 09:45:04,407 Grad is: min: -0.0035827220417559147, max: 0.004676413722336292
2018-05-11 09:45:04,407 Target is: min: 0, max: 0
2018-05-11 09:45:04,407 --------------------------------------
2018-05-11 09:45:04,408 --------------------------------------
2018-05-11 09:45:04,408 Name is: layer3.4.conv1.weight
2018-05-11 09:45:04,408 Data is: min: -0.38640251755714417, max: 0.38283106684684753
2018-05-11 09:45:04,409 Grad is: min: -0.008652069605886936, max: 0.008983436040580273
2018-05-11 09:45:04,409 Target is: min: 0, max: 0
2018-05-11 09:45:04,409 --------------------------------------
2018-05-11 09:45:04,410 --------------------------------------
2018-05-11 09:45:04,410 Name is: layer3.4.bn1.weight
2018-05-11 09:45:04,410 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,411 Grad is: min: -0.013450088910758495, max: 0.014029422774910927
2018-05-11 09:45:04,411 Target is: min: 0, max: 0
2018-05-11 09:45:04,411 --------------------------------------
2018-05-11 09:45:04,411 --------------------------------------
2018-05-11 09:45:04,412 Name is: layer3.4.bn1.bias
2018-05-11 09:45:04,412 Data is: min: -9.999685426009819e-05, max: 9.999651229009032e-05
2018-05-11 09:45:04,412 Grad is: min: -0.009091032668948174, max: 0.010043879970908165
2018-05-11 09:45:04,413 Target is: min: 0, max: 0
2018-05-11 09:45:04,413 --------------------------------------
2018-05-11 09:45:04,413 --------------------------------------
2018-05-11 09:45:04,413 Name is: layer3.4.conv2.weight
2018-05-11 09:45:04,413 Data is: min: -0.13119767606258392, max: 0.1507776379585266
2018-05-11 09:45:04,414 Grad is: min: -0.017324497923254967, max: 0.016822271049022675
2018-05-11 09:45:04,414 Target is: min: 0, max: 0
2018-05-11 09:45:04,414 --------------------------------------
2018-05-11 09:45:04,414 --------------------------------------
2018-05-11 09:45:04,414 Name is: layer3.4.bn2.weight
2018-05-11 09:45:04,415 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,415 Grad is: min: -0.00867492239922285, max: 0.007498197257518768
2018-05-11 09:45:04,416 Target is: min: 0, max: 0
2018-05-11 09:45:04,416 --------------------------------------
2018-05-11 09:45:04,416 --------------------------------------
2018-05-11 09:45:04,416 Name is: layer3.4.bn2.bias
2018-05-11 09:45:04,417 Data is: min: -9.999595204135403e-05, max: 9.999585745390505e-05
2018-05-11 09:45:04,417 Grad is: min: -0.007625890430063009, max: 0.007809444796293974
2018-05-11 09:45:04,417 Target is: min: 0, max: 0
2018-05-11 09:45:04,417 --------------------------------------
2018-05-11 09:45:04,418 --------------------------------------
2018-05-11 09:45:04,418 Name is: layer3.4.conv3.weight
2018-05-11 09:45:04,418 Data is: min: -0.20756995677947998, max: 0.2034214735031128
2018-05-11 09:45:04,419 Grad is: min: -0.012639926746487617, max: 0.011406335979700089
2018-05-11 09:45:04,419 Target is: min: 0, max: 0
2018-05-11 09:45:04,419 --------------------------------------
2018-05-11 09:45:04,419 --------------------------------------
2018-05-11 09:45:04,420 Name is: layer3.4.bn3.weight
2018-05-11 09:45:04,420 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,420 Grad is: min: -0.004976340569555759, max: 0.005086513701826334
2018-05-11 09:45:04,420 Target is: min: 0, max: 0
2018-05-11 09:45:04,420 --------------------------------------
2018-05-11 09:45:04,421 --------------------------------------
2018-05-11 09:45:04,421 Name is: layer3.4.bn3.bias
2018-05-11 09:45:04,421 Data is: min: -9.99887051875703e-05, max: 9.998845780501142e-05
2018-05-11 09:45:04,421 Grad is: min: -0.00273507391102612, max: 0.002797868102788925
2018-05-11 09:45:04,422 Target is: min: 0, max: 0
2018-05-11 09:45:04,422 --------------------------------------
2018-05-11 09:45:04,422 --------------------------------------
2018-05-11 09:45:04,422 Name is: layer3.5.conv1.weight
2018-05-11 09:45:04,423 Data is: min: -0.40369337797164917, max: 0.4356423020362854
2018-05-11 09:45:04,423 Grad is: min: -0.008761442266404629, max: 0.006778518669307232
2018-05-11 09:45:04,423 Target is: min: 0, max: 0
2018-05-11 09:45:04,424 --------------------------------------
2018-05-11 09:45:04,424 --------------------------------------
2018-05-11 09:45:04,424 Name is: layer3.5.bn1.weight
2018-05-11 09:45:04,424 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,425 Grad is: min: -0.011954890564084053, max: 0.008572576567530632
2018-05-11 09:45:04,425 Target is: min: 0, max: 0
2018-05-11 09:45:04,425 --------------------------------------
2018-05-11 09:45:04,426 --------------------------------------
2018-05-11 09:45:04,426 Name is: layer3.5.bn1.bias
2018-05-11 09:45:04,426 Data is: min: -9.999611211242154e-05, max: 9.999611938837916e-05
2018-05-11 09:45:04,426 Grad is: min: -0.008152704685926437, max: 0.008147288113832474
2018-05-11 09:45:04,427 Target is: min: 0, max: 0
2018-05-11 09:45:04,427 --------------------------------------
2018-05-11 09:45:04,427 --------------------------------------
2018-05-11 09:45:04,427 Name is: layer3.5.conv2.weight
2018-05-11 09:45:04,428 Data is: min: -0.13852809369564056, max: 0.1408093124628067
2018-05-11 09:45:04,428 Grad is: min: -0.013742509298026562, max: 0.013110739178955555
2018-05-11 09:45:04,429 Target is: min: 0, max: 0
2018-05-11 09:45:04,429 --------------------------------------
2018-05-11 09:45:04,429 --------------------------------------
2018-05-11 09:45:04,429 Name is: layer3.5.bn2.weight
2018-05-11 09:45:04,430 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,430 Grad is: min: -0.007100746966898441, max: 0.007870906963944435
2018-05-11 09:45:04,430 Target is: min: 0, max: 0
2018-05-11 09:45:04,430 --------------------------------------
2018-05-11 09:45:04,431 --------------------------------------
2018-05-11 09:45:04,431 Name is: layer3.5.bn2.bias
2018-05-11 09:45:04,431 Data is: min: -9.999577014241368e-05, max: 9.999448229791597e-05
2018-05-11 09:45:04,432 Grad is: min: -0.005715664941817522, max: 0.007450769655406475
2018-05-11 09:45:04,432 Target is: min: 0, max: 0
2018-05-11 09:45:04,432 --------------------------------------
2018-05-11 09:45:04,432 --------------------------------------
2018-05-11 09:45:04,432 Name is: layer3.5.conv3.weight
2018-05-11 09:45:04,433 Data is: min: -0.2053670436143875, max: 0.20021839439868927
2018-05-11 09:45:04,434 Grad is: min: -0.009809862822294235, max: 0.009257650934159756
2018-05-11 09:45:04,434 Target is: min: 0, max: 0
2018-05-11 09:45:04,434 --------------------------------------
2018-05-11 09:45:04,434 --------------------------------------
2018-05-11 09:45:04,434 Name is: layer3.5.bn3.weight
2018-05-11 09:45:04,435 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,435 Grad is: min: -0.003898864844813943, max: 0.003822602331638336
2018-05-11 09:45:04,436 Target is: min: 0, max: 0
2018-05-11 09:45:04,436 --------------------------------------
2018-05-11 09:45:04,436 --------------------------------------
2018-05-11 09:45:04,436 Name is: layer3.5.bn3.bias
2018-05-11 09:45:04,437 Data is: min: -9.998193854698911e-05, max: 9.998417226597667e-05
2018-05-11 09:45:04,437 Grad is: min: -0.0019973274320364, max: 0.0017502831760793924
2018-05-11 09:45:04,437 Target is: min: 0, max: 0
2018-05-11 09:45:04,437 --------------------------------------
2018-05-11 09:45:04,438 --------------------------------------
2018-05-11 09:45:04,438 Name is: layer4.0.conv1.weight
2018-05-11 09:45:04,438 Data is: min: -0.276231974363327, max: 0.2801729440689087
2018-05-11 09:45:04,439 Grad is: min: -0.008300397545099258, max: 0.0075210751965641975
2018-05-11 09:45:04,439 Target is: min: 0, max: 0
2018-05-11 09:45:04,439 --------------------------------------
2018-05-11 09:45:04,440 --------------------------------------
2018-05-11 09:45:04,440 Name is: layer4.0.bn1.weight
2018-05-11 09:45:04,440 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,441 Grad is: min: -0.009472722187638283, max: 0.006986001506447792
2018-05-11 09:45:04,441 Target is: min: 0, max: 0
2018-05-11 09:45:04,441 --------------------------------------
2018-05-11 09:45:04,441 --------------------------------------
2018-05-11 09:45:04,441 Name is: layer4.0.bn1.bias
2018-05-11 09:45:04,442 Data is: min: -9.999422763939947e-05, max: 9.999446774600074e-05
2018-05-11 09:45:04,442 Grad is: min: -0.005723672918975353, max: 0.005481880623847246
2018-05-11 09:45:04,443 Target is: min: 0, max: 0
2018-05-11 09:45:04,443 --------------------------------------
2018-05-11 09:45:04,443 --------------------------------------
2018-05-11 09:45:04,444 Name is: layer4.0.conv2.weight
2018-05-11 09:45:04,444 Data is: min: -0.10450202226638794, max: 0.1066170185804367
2018-05-11 09:45:04,445 Grad is: min: -0.013054512441158295, max: 0.013939042575657368
2018-05-11 09:45:04,445 Target is: min: 0, max: 0
2018-05-11 09:45:04,445 --------------------------------------
2018-05-11 09:45:04,445 --------------------------------------
2018-05-11 09:45:04,445 Name is: layer4.0.bn2.weight
2018-05-11 09:45:04,446 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,446 Grad is: min: -0.008798660710453987, max: 0.005871996749192476
2018-05-11 09:45:04,446 Target is: min: 0, max: 0
2018-05-11 09:45:04,446 --------------------------------------
2018-05-11 09:45:04,446 --------------------------------------
2018-05-11 09:45:04,447 Name is: layer4.0.bn2.bias
2018-05-11 09:45:04,447 Data is: min: -9.999298345064744e-05, max: 9.999385656556115e-05
2018-05-11 09:45:04,448 Grad is: min: -0.0051401956006884575, max: 0.004502511117607355
2018-05-11 09:45:04,448 Target is: min: 0, max: 0
2018-05-11 09:45:04,448 --------------------------------------
2018-05-11 09:45:04,448 --------------------------------------
2018-05-11 09:45:04,448 Name is: layer4.0.conv3.weight
2018-05-11 09:45:04,449 Data is: min: -0.15764842927455902, max: 0.15739953517913818
2018-05-11 09:45:04,450 Grad is: min: -0.009904812090098858, max: 0.008918632753193378
2018-05-11 09:45:04,450 Target is: min: 0, max: 0
2018-05-11 09:45:04,450 --------------------------------------
2018-05-11 09:45:04,450 --------------------------------------
2018-05-11 09:45:04,450 Name is: layer4.0.bn3.weight
2018-05-11 09:45:04,451 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,451 Grad is: min: -0.006956746336072683, max: 0.00731491157785058
2018-05-11 09:45:04,452 Target is: min: 0, max: 0
2018-05-11 09:45:04,452 --------------------------------------
2018-05-11 09:45:04,452 --------------------------------------
2018-05-11 09:45:04,452 Name is: layer4.0.bn3.bias
2018-05-11 09:45:04,453 Data is: min: -9.999669418903068e-05, max: 9.999684698414057e-05
2018-05-11 09:45:04,453 Grad is: min: -0.009998373687267303, max: 0.009583430364727974
2018-05-11 09:45:04,453 Target is: min: 0, max: 0
2018-05-11 09:45:04,453 --------------------------------------
2018-05-11 09:45:04,454 --------------------------------------
2018-05-11 09:45:04,454 Name is: layer4.0.downsample.0.weight
2018-05-11 09:45:04,454 Data is: min: -0.1500210016965866, max: 0.17988549172878265
2018-05-11 09:45:04,455 Grad is: min: -0.008540770038962364, max: 0.007083159405738115
2018-05-11 09:45:04,455 Target is: min: 0, max: 0
2018-05-11 09:45:04,455 --------------------------------------
2018-05-11 09:45:04,456 --------------------------------------
2018-05-11 09:45:04,456 Name is: layer4.0.downsample.1.weight
2018-05-11 09:45:04,456 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,457 Grad is: min: -0.007675834000110626, max: 0.006679541431367397
2018-05-11 09:45:04,457 Target is: min: 0, max: 0
2018-05-11 09:45:04,457 --------------------------------------
2018-05-11 09:45:04,457 --------------------------------------
2018-05-11 09:45:04,458 Name is: layer4.0.downsample.1.bias
2018-05-11 09:45:04,458 Data is: min: -9.999669418903068e-05, max: 9.999684698414057e-05
2018-05-11 09:45:04,459 Grad is: min: -0.009998373687267303, max: 0.009583430364727974
2018-05-11 09:45:04,459 Target is: min: 0, max: 0
2018-05-11 09:45:04,459 --------------------------------------
2018-05-11 09:45:04,460 --------------------------------------
2018-05-11 09:45:04,460 Name is: layer4.1.conv1.weight
2018-05-11 09:45:04,460 Data is: min: -0.30696889758110046, max: 0.3028319478034973
2018-05-11 09:45:04,461 Grad is: min: -0.004200164694339037, max: 0.004534719046205282
2018-05-11 09:45:04,461 Target is: min: 0, max: 0
2018-05-11 09:45:04,461 --------------------------------------
2018-05-11 09:45:04,462 --------------------------------------
2018-05-11 09:45:04,462 Name is: layer4.1.bn1.weight
2018-05-11 09:45:04,462 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,463 Grad is: min: -0.005909930914640427, max: 0.0045640007592737675
2018-05-11 09:45:04,463 Target is: min: 0, max: 0
2018-05-11 09:45:04,463 --------------------------------------
2018-05-11 09:45:04,464 --------------------------------------
2018-05-11 09:45:04,464 Name is: layer4.1.bn1.bias
2018-05-11 09:45:04,464 Data is: min: -9.99941912596114e-05, max: 9.999370377045125e-05
2018-05-11 09:45:04,465 Grad is: min: -0.005010554101318121, max: 0.005447528790682554
2018-05-11 09:45:04,465 Target is: min: 0, max: 0
2018-05-11 09:45:04,465 --------------------------------------
2018-05-11 09:45:04,465 --------------------------------------
2018-05-11 09:45:04,466 Name is: layer4.1.conv2.weight
2018-05-11 09:45:04,466 Data is: min: -0.1026867926120758, max: 0.11040705442428589
2018-05-11 09:45:04,467 Grad is: min: -0.009589367546141148, max: 0.011207139119505882
2018-05-11 09:45:04,467 Target is: min: 0, max: 0
2018-05-11 09:45:04,467 --------------------------------------
2018-05-11 09:45:04,467 --------------------------------------
2018-05-11 09:45:04,467 Name is: layer4.1.bn2.weight
2018-05-11 09:45:04,468 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,468 Grad is: min: -0.0055986554361879826, max: 0.0043641347438097
2018-05-11 09:45:04,468 Target is: min: 0, max: 0
2018-05-11 09:45:04,468 --------------------------------------
2018-05-11 09:45:04,468 --------------------------------------
2018-05-11 09:45:04,469 Name is: layer4.1.bn2.bias
2018-05-11 09:45:04,469 Data is: min: -9.999186295317486e-05, max: 9.999104076996446e-05
2018-05-11 09:45:04,470 Grad is: min: -0.003527209162712097, max: 0.003882166463881731
2018-05-11 09:45:04,470 Target is: min: 0, max: 0
2018-05-11 09:45:04,470 --------------------------------------
2018-05-11 09:45:04,470 --------------------------------------
2018-05-11 09:45:04,470 Name is: layer4.1.conv3.weight
2018-05-11 09:45:04,471 Data is: min: -0.15266470611095428, max: 0.1541273444890976
2018-05-11 09:45:04,471 Grad is: min: -0.007049630396068096, max: 0.006981304846704006
2018-05-11 09:45:04,472 Target is: min: 0, max: 0
2018-05-11 09:45:04,472 --------------------------------------
2018-05-11 09:45:04,472 --------------------------------------
2018-05-11 09:45:04,472 Name is: layer4.1.bn3.weight
2018-05-11 09:45:04,473 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,473 Grad is: min: -0.008257866837084293, max: 0.007681916933506727
2018-05-11 09:45:04,473 Target is: min: 0, max: 0
2018-05-11 09:45:04,473 --------------------------------------
2018-05-11 09:45:04,474 --------------------------------------
2018-05-11 09:45:04,474 Name is: layer4.1.bn3.bias
2018-05-11 09:45:04,474 Data is: min: -9.999771282309666e-05, max: 9.99976327875629e-05
2018-05-11 09:45:04,475 Grad is: min: -0.013321757316589355, max: 0.013823244720697403
2018-05-11 09:45:04,475 Target is: min: 0, max: 0
2018-05-11 09:45:04,476 --------------------------------------
2018-05-11 09:45:04,476 --------------------------------------
2018-05-11 09:45:04,476 Name is: layer4.2.conv1.weight
2018-05-11 09:45:04,477 Data is: min: -0.30416908860206604, max: 0.32126447558403015
2018-05-11 09:45:04,477 Grad is: min: -0.002368289278820157, max: 0.00254877470433712
2018-05-11 09:45:04,477 Target is: min: 0, max: 0
2018-05-11 09:45:04,477 --------------------------------------
2018-05-11 09:45:04,478 --------------------------------------
2018-05-11 09:45:04,478 Name is: layer4.2.bn1.weight
2018-05-11 09:45:04,478 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,479 Grad is: min: -0.002844837261363864, max: 0.0030343409162014723
2018-05-11 09:45:04,479 Target is: min: 0, max: 0
2018-05-11 09:45:04,479 --------------------------------------
2018-05-11 09:45:04,479 --------------------------------------
2018-05-11 09:45:04,479 Name is: layer4.2.bn1.bias
2018-05-11 09:45:04,480 Data is: min: -9.99902404146269e-05, max: 9.99885523924604e-05
2018-05-11 09:45:04,480 Grad is: min: -0.0027580601163208485, max: 0.0032402724027633667
2018-05-11 09:45:04,481 Target is: min: 0, max: 0
2018-05-11 09:45:04,481 --------------------------------------
2018-05-11 09:45:04,482 --------------------------------------
2018-05-11 09:45:04,482 Name is: layer4.2.conv2.weight
2018-05-11 09:45:04,483 Data is: min: -0.10797257721424103, max: 0.10236337035894394
2018-05-11 09:45:04,483 Grad is: min: -0.006535646505653858, max: 0.006159481126815081
2018-05-11 09:45:04,483 Target is: min: 0, max: 0
2018-05-11 09:45:04,484 --------------------------------------
2018-05-11 09:45:04,484 --------------------------------------
2018-05-11 09:45:04,484 Name is: layer4.2.bn2.weight
2018-05-11 09:45:04,484 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,485 Grad is: min: -0.0026174301747232676, max: 0.0025935492012649775
2018-05-11 09:45:04,485 Target is: min: 0, max: 0
2018-05-11 09:45:04,485 --------------------------------------
2018-05-11 09:45:04,485 --------------------------------------
2018-05-11 09:45:04,485 Name is: layer4.2.bn2.bias
2018-05-11 09:45:04,486 Data is: min: -9.998479799833149e-05, max: 9.999036410590634e-05
2018-05-11 09:45:04,486 Grad is: min: -0.00328025221824646, max: 0.0020796821918338537
2018-05-11 09:45:04,486 Target is: min: 0, max: 0
2018-05-11 09:45:04,486 --------------------------------------
2018-05-11 09:45:04,487 --------------------------------------
2018-05-11 09:45:04,487 Name is: layer4.2.conv3.weight
2018-05-11 09:45:04,487 Data is: min: -0.162477508187294, max: 0.15513010323047638
2018-05-11 09:45:04,488 Grad is: min: -0.004706741310656071, max: 0.005307137966156006
2018-05-11 09:45:04,488 Target is: min: 0, max: 0
2018-05-11 09:45:04,488 --------------------------------------
2018-05-11 09:45:04,488 --------------------------------------
2018-05-11 09:45:04,488 Name is: layer4.2.bn3.weight
2018-05-11 09:45:04,489 Data is: min: 0.9998999834060669, max: 1.000100016593933
2018-05-11 09:45:04,489 Grad is: min: -0.00784528162330389, max: 0.007406344637274742
2018-05-11 09:45:04,489 Target is: min: 0, max: 0
2018-05-11 09:45:04,489 --------------------------------------
2018-05-11 09:45:04,490 --------------------------------------
2018-05-11 09:45:04,490 Name is: layer4.2.bn3.bias
2018-05-11 09:45:04,490 Data is: min: -9.999820031225681e-05, max: 9.999817120842636e-05
2018-05-11 09:45:04,491 Grad is: min: -0.01725604385137558, max: 0.017550082877278328
2018-05-11 09:45:04,491 Target is: min: 0, max: 0
2018-05-11 09:45:04,491 --------------------------------------
2018-05-11 09:45:04,491 --------------------------------------
2018-05-11 09:45:04,492 Name is: fc.weight
2018-05-11 09:45:04,492 Data is: min: -0.022197041660547256, max: 0.022183381021022797
2018-05-11 09:45:04,492 Grad is: min: -1.1959971189498901, max: 0.04559411481022835
2018-05-11 09:45:04,493 Target is: min: 0, max: 0
2018-05-11 09:45:04,493 --------------------------------------
2018-05-11 09:45:04,493 --------------------------------------
2018-05-11 09:45:04,493 Name is: fc.bias
2018-05-11 09:45:04,493 Data is: min: -0.021409405395388603, max: 0.0219284500926733
2018-05-11 09:45:04,494 Grad is: min: -0.9975391030311584, max: 0.02143099345266819
2018-05-11 09:45:04,494 Target is: min: 0, max: 0
2018-05-11 09:45:04,494 --------------------------------------
2018-05-11 09:45:04,495 -- RUNNING_LOSS: 6.076852321624756
2018-05-11 09:45:04,495 -- ITERATION: 1
2018-05-11 09:45:04,620 --------------------------------------
2018-05-11 09:45:04,620 Name is: conv1.weight
2018-05-11 09:45:04,621 Data is: min: -0.10890110582113266, max: 0.09894216805696487
2018-05-11 09:45:04,621 Grad is: min: -8.045167922973633, max: 8.496169090270996
2018-05-11 09:45:04,621 Target is: min: 0, max: 0
2018-05-11 09:45:04,621 --------------------------------------
2018-05-11 09:45:04,621 --------------------------------------
2018-05-11 09:45:04,622 Name is: bn1.weight
2018-05-11 09:45:04,622 Data is: min: 0.9997998476028442, max: 1.000199317932129
2018-05-11 09:45:04,622 Grad is: min: -0.9362862706184387, max: 0.9315525889396667
2018-05-11 09:45:04,623 Target is: min: 0, max: 0
2018-05-11 09:45:04,623 --------------------------------------
2018-05-11 09:45:04,623 --------------------------------------
2018-05-11 09:45:04,623 Name is: bn1.bias
2018-05-11 09:45:04,624 Data is: min: -0.00019948520639445633, max: 0.00020001607481390238
2018-05-11 09:45:04,624 Grad is: min: -0.606277585029602, max: 0.6992965340614319
2018-05-11 09:45:04,624 Target is: min: 0, max: 0
2018-05-11 09:45:04,624 --------------------------------------
2018-05-11 09:45:04,624 --------------------------------------
2018-05-11 09:45:04,625 Name is: layer1.0.conv1.weight
2018-05-11 09:45:04,625 Data is: min: -0.6506549715995789, max: 0.5566796064376831
2018-05-11 09:45:04,625 Grad is: min: -0.9050118327140808, max: 1.3163155317306519
2018-05-11 09:45:04,626 Target is: min: 0, max: 0
2018-05-11 09:45:04,626 --------------------------------------
2018-05-11 09:45:04,626 --------------------------------------
2018-05-11 09:45:04,626 Name is: layer1.0.bn1.weight
2018-05-11 09:45:04,626 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,627 Grad is: min: -0.5077618360519409, max: 0.7605211734771729
2018-05-11 09:45:04,627 Target is: min: 0, max: 0
2018-05-11 09:45:04,627 --------------------------------------
2018-05-11 09:45:04,627 --------------------------------------
2018-05-11 09:45:04,628 Name is: layer1.0.bn1.bias
2018-05-11 09:45:04,628 Data is: min: -0.00020012111053802073, max: 0.00020012662571389228
2018-05-11 09:45:04,628 Grad is: min: -0.46908000111579895, max: 0.5237799882888794
2018-05-11 09:45:04,628 Target is: min: 0, max: 0
2018-05-11 09:45:04,629 --------------------------------------
2018-05-11 09:45:04,629 --------------------------------------
2018-05-11 09:45:04,629 Name is: layer1.0.conv2.weight
2018-05-11 09:45:04,629 Data is: min: -0.2384815514087677, max: 0.21619980037212372
2018-05-11 09:45:04,630 Grad is: min: -0.8602516055107117, max: 0.8280088901519775
2018-05-11 09:45:04,630 Target is: min: 0, max: 0
2018-05-11 09:45:04,630 --------------------------------------
2018-05-11 09:45:04,630 --------------------------------------
2018-05-11 09:45:04,630 Name is: layer1.0.bn2.weight
2018-05-11 09:45:04,631 Data is: min: 0.9997998476028442, max: 1.0001999139785767
2018-05-11 09:45:04,631 Grad is: min: -0.5143693685531616, max: 0.4786596894264221
2018-05-11 09:45:04,631 Target is: min: 0, max: 0
2018-05-11 09:45:04,631 --------------------------------------
2018-05-11 09:45:04,632 --------------------------------------
2018-05-11 09:45:04,632 Name is: layer1.0.bn2.bias
2018-05-11 09:45:04,632 Data is: min: -0.00020000769291073084, max: 0.0001996879727812484
2018-05-11 09:45:04,632 Grad is: min: -0.49503037333488464, max: 0.33099496364593506
2018-05-11 09:45:04,633 Target is: min: 0, max: 0
2018-05-11 09:45:04,633 --------------------------------------
2018-05-11 09:45:04,633 --------------------------------------
2018-05-11 09:45:04,633 Name is: layer1.0.conv3.weight
2018-05-11 09:45:04,633 Data is: min: -0.34021875262260437, max: 0.3543020188808441
2018-05-11 09:45:04,634 Grad is: min: -0.7045031785964966, max: 0.6720409393310547
2018-05-11 09:45:04,634 Target is: min: 0, max: 0
2018-05-11 09:45:04,634 --------------------------------------
2018-05-11 09:45:04,634 --------------------------------------
2018-05-11 09:45:04,634 Name is: layer1.0.bn3.weight
2018-05-11 09:45:04,635 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,635 Grad is: min: -0.2624939978122711, max: 0.2954977750778198
2018-05-11 09:45:04,635 Target is: min: 0, max: 0
2018-05-11 09:45:04,636 --------------------------------------
2018-05-11 09:45:04,636 --------------------------------------
2018-05-11 09:45:04,636 Name is: layer1.0.bn3.bias
2018-05-11 09:45:04,636 Data is: min: -0.0002001097018364817, max: 0.00019993733440060169
2018-05-11 09:45:04,637 Grad is: min: -0.2040919065475464, max: 0.16865524649620056
2018-05-11 09:45:04,637 Target is: min: 0, max: 0
2018-05-11 09:45:04,637 --------------------------------------
2018-05-11 09:45:04,637 --------------------------------------
2018-05-11 09:45:04,637 Name is: layer1.0.downsample.0.weight
2018-05-11 09:45:04,638 Data is: min: -0.36260977387428284, max: 0.3524732291698456
2018-05-11 09:45:04,638 Grad is: min: -0.9787294864654541, max: 0.8520017862319946
2018-05-11 09:45:04,638 Target is: min: 0, max: 0
2018-05-11 09:45:04,638 --------------------------------------
2018-05-11 09:45:04,638 --------------------------------------
2018-05-11 09:45:04,639 Name is: layer1.0.downsample.1.weight
2018-05-11 09:45:04,639 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,639 Grad is: min: -0.2608151137828827, max: 0.3047473728656769
2018-05-11 09:45:04,640 Target is: min: 0, max: 0
2018-05-11 09:45:04,640 --------------------------------------
2018-05-11 09:45:04,640 --------------------------------------
2018-05-11 09:45:04,640 Name is: layer1.0.downsample.1.bias
2018-05-11 09:45:04,640 Data is: min: -0.0002001097018364817, max: 0.00019993733440060169
2018-05-11 09:45:04,641 Grad is: min: -0.2040919065475464, max: 0.16865524649620056
2018-05-11 09:45:04,641 Target is: min: 0, max: 0
2018-05-11 09:45:04,641 --------------------------------------
2018-05-11 09:45:04,641 --------------------------------------
2018-05-11 09:45:04,641 Name is: layer1.1.conv1.weight
2018-05-11 09:45:04,642 Data is: min: -0.7398868203163147, max: 0.6870287656784058
2018-05-11 09:45:04,642 Grad is: min: -0.27867549657821655, max: 0.3261248767375946
2018-05-11 09:45:04,642 Target is: min: 0, max: 0
2018-05-11 09:45:04,642 --------------------------------------
2018-05-11 09:45:04,642 --------------------------------------
2018-05-11 09:45:04,643 Name is: layer1.1.bn1.weight
2018-05-11 09:45:04,643 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,643 Grad is: min: -0.6406561732292175, max: 0.4800458550453186
2018-05-11 09:45:04,644 Target is: min: 0, max: 0
2018-05-11 09:45:04,644 --------------------------------------
2018-05-11 09:45:04,644 --------------------------------------
2018-05-11 09:45:04,644 Name is: layer1.1.bn1.bias
2018-05-11 09:45:04,644 Data is: min: -0.00019970558059867471, max: 0.00020009050786029547
2018-05-11 09:45:04,645 Grad is: min: -0.3080099821090698, max: 0.30820006132125854
2018-05-11 09:45:04,645 Target is: min: 0, max: 0
2018-05-11 09:45:04,645 --------------------------------------
2018-05-11 09:45:04,645 --------------------------------------
2018-05-11 09:45:04,645 Name is: layer1.1.conv2.weight
2018-05-11 09:45:04,646 Data is: min: -0.2606010437011719, max: 0.22591596841812134
2018-05-11 09:45:04,646 Grad is: min: -0.533535361289978, max: 0.5232080221176147
2018-05-11 09:45:04,646 Target is: min: 0, max: 0
2018-05-11 09:45:04,646 --------------------------------------
2018-05-11 09:45:04,646 --------------------------------------
2018-05-11 09:45:04,646 Name is: layer1.1.bn2.weight
2018-05-11 09:45:04,647 Data is: min: 0.999799907207489, max: 1.0002001523971558
2018-05-11 09:45:04,647 Grad is: min: -0.23482273519039154, max: 0.2608446180820465
2018-05-11 09:45:04,647 Target is: min: 0, max: 0
2018-05-11 09:45:04,648 --------------------------------------
2018-05-11 09:45:04,648 --------------------------------------
2018-05-11 09:45:04,648 Name is: layer1.1.bn2.bias
2018-05-11 09:45:04,648 Data is: min: -0.00020012847380712628, max: 0.00020006083650514483
2018-05-11 09:45:04,648 Grad is: min: -0.20536483824253082, max: 0.19614756107330322
2018-05-11 09:45:04,649 Target is: min: 0, max: 0
2018-05-11 09:45:04,649 --------------------------------------
2018-05-11 09:45:04,649 --------------------------------------
2018-05-11 09:45:04,649 Name is: layer1.1.conv3.weight
2018-05-11 09:45:04,649 Data is: min: -0.3715185225009918, max: 0.36563587188720703
2018-05-11 09:45:04,650 Grad is: min: -0.43593543767929077, max: 0.3820628523826599
2018-05-11 09:45:04,650 Target is: min: 0, max: 0
2018-05-11 09:45:04,650 --------------------------------------
2018-05-11 09:45:04,650 --------------------------------------
2018-05-11 09:45:04,650 Name is: layer1.1.bn3.weight
2018-05-11 09:45:04,651 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,651 Grad is: min: -0.15041396021842957, max: 0.21578171849250793
2018-05-11 09:45:04,651 Target is: min: 0, max: 0
2018-05-11 09:45:04,651 --------------------------------------
2018-05-11 09:45:04,652 --------------------------------------
2018-05-11 09:45:04,652 Name is: layer1.1.bn3.bias
2018-05-11 09:45:04,652 Data is: min: -0.00020013436733279377, max: 0.00020010479784104973
2018-05-11 09:45:04,652 Grad is: min: -0.10590939223766327, max: 0.13730619847774506
2018-05-11 09:45:04,652 Target is: min: 0, max: 0
2018-05-11 09:45:04,653 --------------------------------------
2018-05-11 09:45:04,653 --------------------------------------
2018-05-11 09:45:04,653 Name is: layer1.2.conv1.weight
2018-05-11 09:45:04,653 Data is: min: -0.7297143340110779, max: 0.7825348973274231
2018-05-11 09:45:04,654 Grad is: min: -0.2210758775472641, max: 0.23317907750606537
2018-05-11 09:45:04,654 Target is: min: 0, max: 0
2018-05-11 09:45:04,654 --------------------------------------
2018-05-11 09:45:04,654 --------------------------------------
2018-05-11 09:45:04,654 Name is: layer1.2.bn1.weight
2018-05-11 09:45:04,654 Data is: min: 0.9997998476028442, max: 1.0001999139785767
2018-05-11 09:45:04,655 Grad is: min: -0.3271557092666626, max: 0.20783336460590363
2018-05-11 09:45:04,655 Target is: min: 0, max: 0
2018-05-11 09:45:04,655 --------------------------------------
2018-05-11 09:45:04,655 --------------------------------------
2018-05-11 09:45:04,655 Name is: layer1.2.bn1.bias
2018-05-11 09:45:04,656 Data is: min: -0.00019991288718301803, max: 0.00020011229207739234
2018-05-11 09:45:04,656 Grad is: min: -0.2267804890871048, max: 0.23839344084262848
2018-05-11 09:45:04,656 Target is: min: 0, max: 0
2018-05-11 09:45:04,656 --------------------------------------
2018-05-11 09:45:04,656 --------------------------------------
2018-05-11 09:45:04,657 Name is: layer1.2.conv2.weight
2018-05-11 09:45:04,657 Data is: min: -0.23985415697097778, max: 0.22541484236717224
2018-05-11 09:45:04,657 Grad is: min: -0.340471088886261, max: 0.33706241846084595
2018-05-11 09:45:04,657 Target is: min: 0, max: 0
2018-05-11 09:45:04,658 --------------------------------------
2018-05-11 09:45:04,658 --------------------------------------
2018-05-11 09:45:04,658 Name is: layer1.2.bn2.weight
2018-05-11 09:45:04,658 Data is: min: 0.9998005032539368, max: 1.0001996755599976
2018-05-11 09:45:04,658 Grad is: min: -0.21297481656074524, max: 0.1554916501045227
2018-05-11 09:45:04,659 Target is: min: 0, max: 0
2018-05-11 09:45:04,659 --------------------------------------
2018-05-11 09:45:04,659 --------------------------------------
2018-05-11 09:45:04,659 Name is: layer1.2.bn2.bias
2018-05-11 09:45:04,659 Data is: min: -0.00020004392717964947, max: 0.00019988843996543437
2018-05-11 09:45:04,660 Grad is: min: -0.12812967598438263, max: 0.20173859596252441
2018-05-11 09:45:04,660 Target is: min: 0, max: 0
2018-05-11 09:45:04,660 --------------------------------------
2018-05-11 09:45:04,660 --------------------------------------
2018-05-11 09:45:04,660 Name is: layer1.2.conv3.weight
2018-05-11 09:45:04,661 Data is: min: -0.3464168310165405, max: 0.35793620347976685
2018-05-11 09:45:04,661 Grad is: min: -0.2546520531177521, max: 0.2603990137577057
2018-05-11 09:45:04,661 Target is: min: 0, max: 0
2018-05-11 09:45:04,661 --------------------------------------
2018-05-11 09:45:04,661 --------------------------------------
2018-05-11 09:45:04,661 Name is: layer1.2.bn3.weight
2018-05-11 09:45:04,662 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,662 Grad is: min: -0.09629596769809723, max: 0.10277728736400604
2018-05-11 09:45:04,662 Target is: min: 0, max: 0
2018-05-11 09:45:04,662 --------------------------------------
2018-05-11 09:45:04,663 --------------------------------------
2018-05-11 09:45:04,663 Name is: layer1.2.bn3.bias
2018-05-11 09:45:04,663 Data is: min: -0.00020013439643662423, max: 0.00020009961735922843
2018-05-11 09:45:04,663 Grad is: min: -0.0695141851902008, max: 0.07487381249666214
2018-05-11 09:45:04,664 Target is: min: 0, max: 0
2018-05-11 09:45:04,664 --------------------------------------
2018-05-11 09:45:04,664 --------------------------------------
2018-05-11 09:45:04,664 Name is: layer2.0.conv1.weight
2018-05-11 09:45:04,664 Data is: min: -0.48922279477119446, max: 0.5269296169281006
2018-05-11 09:45:04,665 Grad is: min: -0.22718429565429688, max: 0.20444363355636597
2018-05-11 09:45:04,665 Target is: min: 0, max: 0
2018-05-11 09:45:04,665 --------------------------------------
2018-05-11 09:45:04,665 --------------------------------------
2018-05-11 09:45:04,665 Name is: layer2.0.bn1.weight
2018-05-11 09:45:04,665 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,666 Grad is: min: -0.15983004868030548, max: 0.15337418019771576
2018-05-11 09:45:04,666 Target is: min: 0, max: 0
2018-05-11 09:45:04,666 --------------------------------------
2018-05-11 09:45:04,666 --------------------------------------
2018-05-11 09:45:04,666 Name is: layer2.0.bn1.bias
2018-05-11 09:45:04,667 Data is: min: -0.00020013147150166333, max: 0.0002001034008571878
2018-05-11 09:45:04,667 Grad is: min: -0.13402849435806274, max: 0.11600226163864136
2018-05-11 09:45:04,667 Target is: min: 0, max: 0
2018-05-11 09:45:04,667 --------------------------------------
2018-05-11 09:45:04,667 --------------------------------------
2018-05-11 09:45:04,667 Name is: layer2.0.conv2.weight
2018-05-11 09:45:04,668 Data is: min: -0.1867937445640564, max: 0.17135196924209595
2018-05-11 09:45:04,668 Grad is: min: -0.20412799715995789, max: 0.23730120062828064
2018-05-11 09:45:04,668 Target is: min: 0, max: 0
2018-05-11 09:45:04,668 --------------------------------------
2018-05-11 09:45:04,668 --------------------------------------
2018-05-11 09:45:04,669 Name is: layer2.0.bn2.weight
2018-05-11 09:45:04,669 Data is: min: 0.9998000860214233, max: 1.0002000331878662
2018-05-11 09:45:04,669 Grad is: min: -0.10073298960924149, max: 0.15108875930309296
2018-05-11 09:45:04,669 Target is: min: 0, max: 0
2018-05-11 09:45:04,669 --------------------------------------
2018-05-11 09:45:04,670 --------------------------------------
2018-05-11 09:45:04,670 Name is: layer2.0.bn2.bias
2018-05-11 09:45:04,670 Data is: min: -0.00020012732420582324, max: 0.00020008911087643355
2018-05-11 09:45:04,670 Grad is: min: -0.11363677680492401, max: 0.11585911363363266
2018-05-11 09:45:04,670 Target is: min: 0, max: 0
2018-05-11 09:45:04,671 --------------------------------------
2018-05-11 09:45:04,671 --------------------------------------
2018-05-11 09:45:04,671 Name is: layer2.0.conv3.weight
2018-05-11 09:45:04,671 Data is: min: -0.26717332005500793, max: 0.2472504824399948
2018-05-11 09:45:04,671 Grad is: min: -0.1673596203327179, max: 0.16383607685565948
2018-05-11 09:45:04,672 Target is: min: 0, max: 0
2018-05-11 09:45:04,672 --------------------------------------
2018-05-11 09:45:04,672 --------------------------------------
2018-05-11 09:45:04,672 Name is: layer2.0.bn3.weight
2018-05-11 09:45:04,672 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,673 Grad is: min: -0.06702006608247757, max: 0.06085364520549774
2018-05-11 09:45:04,673 Target is: min: 0, max: 0
2018-05-11 09:45:04,673 --------------------------------------
2018-05-11 09:45:04,673 --------------------------------------
2018-05-11 09:45:04,673 Name is: layer2.0.bn3.bias
2018-05-11 09:45:04,673 Data is: min: -0.00020013353787362576, max: 0.00020013214088976383
2018-05-11 09:45:04,674 Grad is: min: -0.05606837570667267, max: 0.05623096972703934
2018-05-11 09:45:04,674 Target is: min: 0, max: 0
2018-05-11 09:45:04,674 --------------------------------------
2018-05-11 09:45:04,674 --------------------------------------
2018-05-11 09:45:04,674 Name is: layer2.0.downsample.0.weight
2018-05-11 09:45:04,675 Data is: min: -0.2569390535354614, max: 0.298136442899704
2018-05-11 09:45:04,675 Grad is: min: -0.13327842950820923, max: 0.12657006084918976
2018-05-11 09:45:04,675 Target is: min: 0, max: 0
2018-05-11 09:45:04,675 --------------------------------------
2018-05-11 09:45:04,675 --------------------------------------
2018-05-11 09:45:04,675 Name is: layer2.0.downsample.1.weight
2018-05-11 09:45:04,676 Data is: min: 0.999799907207489, max: 1.0002001523971558
2018-05-11 09:45:04,676 Grad is: min: -0.0705777108669281, max: 0.06689584255218506
2018-05-11 09:45:04,676 Target is: min: 0, max: 0
2018-05-11 09:45:04,676 --------------------------------------
2018-05-11 09:45:04,676 --------------------------------------
2018-05-11 09:45:04,676 Name is: layer2.0.downsample.1.bias
2018-05-11 09:45:04,677 Data is: min: -0.00020013353787362576, max: 0.00020013214088976383
2018-05-11 09:45:04,677 Grad is: min: -0.05606837570667267, max: 0.05623096972703934
2018-05-11 09:45:04,677 Target is: min: 0, max: 0
2018-05-11 09:45:04,677 --------------------------------------
2018-05-11 09:45:04,677 --------------------------------------
2018-05-11 09:45:04,678 Name is: layer2.1.conv1.weight
2018-05-11 09:45:04,678 Data is: min: -0.5156692266464233, max: 0.5579953789710999
2018-05-11 09:45:04,678 Grad is: min: -0.08647439628839493, max: 0.09336106479167938
2018-05-11 09:45:04,678 Target is: min: 0, max: 0
2018-05-11 09:45:04,678 --------------------------------------
2018-05-11 09:45:04,679 --------------------------------------
2018-05-11 09:45:04,679 Name is: layer2.1.bn1.weight
2018-05-11 09:45:04,679 Data is: min: 0.999799907207489, max: 1.0002001523971558
2018-05-11 09:45:04,679 Grad is: min: -0.13183555006980896, max: 0.13758166134357452
2018-05-11 09:45:04,679 Target is: min: 0, max: 0
2018-05-11 09:45:04,680 --------------------------------------
2018-05-11 09:45:04,680 --------------------------------------
2018-05-11 09:45:04,680 Name is: layer2.1.bn1.bias
2018-05-11 09:45:04,680 Data is: min: -0.00020013313041999936, max: 0.0002001334651140496
2018-05-11 09:45:04,680 Grad is: min: -0.10198575258255005, max: 0.1313965767621994
2018-05-11 09:45:04,681 Target is: min: 0, max: 0
2018-05-11 09:45:04,681 --------------------------------------
2018-05-11 09:45:04,681 --------------------------------------
2018-05-11 09:45:04,681 Name is: layer2.1.conv2.weight
2018-05-11 09:45:04,681 Data is: min: -0.19671647250652313, max: 0.1744648665189743
2018-05-11 09:45:04,682 Grad is: min: -0.15174540877342224, max: 0.14745807647705078
2018-05-11 09:45:04,682 Target is: min: 0, max: 0
2018-05-11 09:45:04,682 --------------------------------------
2018-05-11 09:45:04,682 --------------------------------------
2018-05-11 09:45:04,682 Name is: layer2.1.bn2.weight
2018-05-11 09:45:04,682 Data is: min: 0.9997999668121338, max: 1.0002001523971558
2018-05-11 09:45:04,683 Grad is: min: -0.0840555801987648, max: 0.11500507593154907
2018-05-11 09:45:04,683 Target is: min: 0, max: 0
2018-05-11 09:45:04,683 --------------------------------------
2018-05-11 09:45:04,683 --------------------------------------
2018-05-11 09:45:04,683 Name is: layer2.1.bn2.bias
2018-05-11 09:45:04,683 Data is: min: -0.00020007678540423512, max: 0.00020013035100419074
2018-05-11 09:45:04,684 Grad is: min: -0.07614703476428986, max: 0.10070277750492096
2018-05-11 09:45:04,684 Target is: min: 0, max: 0
2018-05-11 09:45:04,684 --------------------------------------
2018-05-11 09:45:04,684 --------------------------------------
2018-05-11 09:45:04,684 Name is: layer2.1.conv3.weight
2018-05-11 09:45:04,684 Data is: min: -0.24490422010421753, max: 0.2415703535079956
2018-05-11 09:45:04,685 Grad is: min: -0.11037439852952957, max: 0.10568111389875412
2018-05-11 09:45:04,685 Target is: min: 0, max: 0
2018-05-11 09:45:04,685 --------------------------------------
2018-05-11 09:45:04,685 --------------------------------------
2018-05-11 09:45:04,685 Name is: layer2.1.bn3.weight
2018-05-11 09:45:04,686 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,686 Grad is: min: -0.04760276526212692, max: 0.05434418097138405
2018-05-11 09:45:04,686 Target is: min: 0, max: 0
2018-05-11 09:45:04,686 --------------------------------------
2018-05-11 09:45:04,686 --------------------------------------
2018-05-11 09:45:04,686 Name is: layer2.1.bn3.bias
2018-05-11 09:45:04,687 Data is: min: -0.00020013265020679682, max: 0.0002001308457693085
2018-05-11 09:45:04,687 Grad is: min: -0.036406174302101135, max: 0.02737109549343586
2018-05-11 09:45:04,687 Target is: min: 0, max: 0
2018-05-11 09:45:04,687 --------------------------------------
2018-05-11 09:45:04,687 --------------------------------------
2018-05-11 09:45:04,687 Name is: layer2.2.conv1.weight
2018-05-11 09:45:04,688 Data is: min: -0.5264050364494324, max: 0.4937761127948761
2018-05-11 09:45:04,688 Grad is: min: -0.05766735225915909, max: 0.05197485163807869
2018-05-11 09:45:04,688 Target is: min: 0, max: 0
2018-05-11 09:45:04,688 --------------------------------------
2018-05-11 09:45:04,688 --------------------------------------
2018-05-11 09:45:04,689 Name is: layer2.2.bn1.weight
2018-05-11 09:45:04,689 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,689 Grad is: min: -0.0698029026389122, max: 0.07586974650621414
2018-05-11 09:45:04,689 Target is: min: 0, max: 0
2018-05-11 09:45:04,689 --------------------------------------
2018-05-11 09:45:04,689 --------------------------------------
2018-05-11 09:45:04,690 Name is: layer2.2.bn1.bias
2018-05-11 09:45:04,690 Data is: min: -0.0002001155517064035, max: 0.00019992455781903118
2018-05-11 09:45:04,690 Grad is: min: -0.05562981218099594, max: 0.06585438549518585
2018-05-11 09:45:04,690 Target is: min: 0, max: 0
2018-05-11 09:45:04,690 --------------------------------------
2018-05-11 09:45:04,691 --------------------------------------
2018-05-11 09:45:04,691 Name is: layer2.2.conv2.weight
2018-05-11 09:45:04,691 Data is: min: -0.17411811649799347, max: 0.1816788762807846
2018-05-11 09:45:04,691 Grad is: min: -0.09492611140012741, max: 0.10477027297019958
2018-05-11 09:45:04,691 Target is: min: 0, max: 0
2018-05-11 09:45:04,692 --------------------------------------
2018-05-11 09:45:04,692 --------------------------------------
2018-05-11 09:45:04,692 Name is: layer2.2.bn2.weight
2018-05-11 09:45:04,692 Data is: min: 0.9997998476028442, max: 1.0002000331878662
2018-05-11 09:45:04,692 Grad is: min: -0.06650504469871521, max: 0.06381774693727493
2018-05-11 09:45:04,692 Target is: min: 0, max: 0
2018-05-11 09:45:04,693 --------------------------------------
2018-05-11 09:45:04,693 --------------------------------------
2018-05-11 09:45:04,693 Name is: layer2.2.bn2.bias
2018-05-11 09:45:04,693 Data is: min: -0.00019966297259088606, max: 0.0002001322282012552
2018-05-11 09:45:04,693 Grad is: min: -0.04535065218806267, max: 0.04666796326637268
2018-05-11 09:45:04,693 Target is: min: 0, max: 0
2018-05-11 09:45:04,694 --------------------------------------
2018-05-11 09:45:04,694 --------------------------------------
2018-05-11 09:45:04,694 Name is: layer2.2.conv3.weight
2018-05-11 09:45:04,694 Data is: min: -0.2630169093608856, max: 0.28187665343284607
2018-05-11 09:45:04,694 Grad is: min: -0.08437397330999374, max: 0.07740596681833267
2018-05-11 09:45:04,695 Target is: min: 0, max: 0
2018-05-11 09:45:04,695 --------------------------------------
2018-05-11 09:45:04,695 --------------------------------------
2018-05-11 09:45:04,695 Name is: layer2.2.bn3.weight
2018-05-11 09:45:04,695 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,695 Grad is: min: -0.029803944751620293, max: 0.03251976519823074
2018-05-11 09:45:04,696 Target is: min: 0, max: 0
2018-05-11 09:45:04,696 --------------------------------------
2018-05-11 09:45:04,696 --------------------------------------
2018-05-11 09:45:04,696 Name is: layer2.2.bn3.bias
2018-05-11 09:45:04,696 Data is: min: -0.0002001288958126679, max: 0.0002001304383156821
2018-05-11 09:45:04,696 Grad is: min: -0.024131083860993385, max: 0.017570700496435165
2018-05-11 09:45:04,697 Target is: min: 0, max: 0
2018-05-11 09:45:04,697 --------------------------------------
2018-05-11 09:45:04,697 --------------------------------------
2018-05-11 09:45:04,697 Name is: layer2.3.conv1.weight
2018-05-11 09:45:04,697 Data is: min: -0.5496161580085754, max: 0.5501805543899536
2018-05-11 09:45:04,698 Grad is: min: -0.04270824044942856, max: 0.04248972609639168
2018-05-11 09:45:04,698 Target is: min: 0, max: 0
2018-05-11 09:45:04,698 --------------------------------------
2018-05-11 09:45:04,698 --------------------------------------
2018-05-11 09:45:04,698 Name is: layer2.3.bn1.weight
2018-05-11 09:45:04,698 Data is: min: 0.999799907207489, max: 1.0002001523971558
2018-05-11 09:45:04,699 Grad is: min: -0.0640207827091217, max: 0.08121669292449951
2018-05-11 09:45:04,699 Target is: min: 0, max: 0
2018-05-11 09:45:04,699 --------------------------------------
2018-05-11 09:45:04,699 --------------------------------------
2018-05-11 09:45:04,699 Name is: layer2.3.bn1.bias
2018-05-11 09:45:04,699 Data is: min: -0.00020010395382996649, max: 0.0002001083776121959
2018-05-11 09:45:04,700 Grad is: min: -0.04641041159629822, max: 0.054450005292892456
2018-05-11 09:45:04,700 Target is: min: 0, max: 0
2018-05-11 09:45:04,700 --------------------------------------
2018-05-11 09:45:04,700 --------------------------------------
2018-05-11 09:45:04,700 Name is: layer2.3.conv2.weight
2018-05-11 09:45:04,700 Data is: min: -0.18800975382328033, max: 0.1779947578907013
2018-05-11 09:45:04,701 Grad is: min: -0.07480645179748535, max: 0.07204512506723404
2018-05-11 09:45:04,701 Target is: min: 0, max: 0
2018-05-11 09:45:04,701 --------------------------------------
2018-05-11 09:45:04,701 --------------------------------------
2018-05-11 09:45:04,701 Name is: layer2.3.bn2.weight
2018-05-11 09:45:04,701 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,702 Grad is: min: -0.03601600229740143, max: 0.04299289733171463
2018-05-11 09:45:04,702 Target is: min: 0, max: 0
2018-05-11 09:45:04,702 --------------------------------------
2018-05-11 09:45:04,702 --------------------------------------
2018-05-11 09:45:04,702 Name is: layer2.3.bn2.bias
2018-05-11 09:45:04,702 Data is: min: -0.0002001097018364817, max: 0.00020008484716527164
2018-05-11 09:45:04,703 Grad is: min: -0.031782232224941254, max: 0.034628402441740036
2018-05-11 09:45:04,703 Target is: min: 0, max: 0
2018-05-11 09:45:04,703 --------------------------------------
2018-05-11 09:45:04,703 --------------------------------------
2018-05-11 09:45:04,703 Name is: layer2.3.conv3.weight
2018-05-11 09:45:04,703 Data is: min: -0.3043411672115326, max: 0.2730869948863983
2018-05-11 09:45:04,704 Grad is: min: -0.053239576518535614, max: 0.05482606962323189
2018-05-11 09:45:04,704 Target is: min: 0, max: 0
2018-05-11 09:45:04,704 --------------------------------------
2018-05-11 09:45:04,704 --------------------------------------
2018-05-11 09:45:04,704 Name is: layer2.3.bn3.weight
2018-05-11 09:45:04,704 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,705 Grad is: min: -0.024062788113951683, max: 0.022996602579951286
2018-05-11 09:45:04,705 Target is: min: 0, max: 0
2018-05-11 09:45:04,705 --------------------------------------
2018-05-11 09:45:04,705 --------------------------------------
2018-05-11 09:45:04,705 Name is: layer2.3.bn3.bias
2018-05-11 09:45:04,705 Data is: min: -0.00020011383458040655, max: 0.00020012212917208672
2018-05-11 09:45:04,706 Grad is: min: -0.012836214154958725, max: 0.013194951228797436
2018-05-11 09:45:04,706 Target is: min: 0, max: 0
2018-05-11 09:45:04,706 --------------------------------------
2018-05-11 09:45:04,706 --------------------------------------
2018-05-11 09:45:04,706 Name is: layer3.0.conv1.weight
2018-05-11 09:45:04,706 Data is: min: -0.40427035093307495, max: 0.3641471862792969
2018-05-11 09:45:04,707 Grad is: min: -0.03910423442721367, max: 0.04272012040019035
2018-05-11 09:45:04,707 Target is: min: 0, max: 0
2018-05-11 09:45:04,707 --------------------------------------
2018-05-11 09:45:04,707 --------------------------------------
2018-05-11 09:45:04,707 Name is: layer3.0.bn1.weight
2018-05-11 09:45:04,707 Data is: min: 0.9997998476028442, max: 1.0002000331878662
2018-05-11 09:45:04,708 Grad is: min: -0.03233349695801735, max: 0.04313479736447334
2018-05-11 09:45:04,708 Target is: min: 0, max: 0
2018-05-11 09:45:04,708 --------------------------------------
2018-05-11 09:45:04,708 --------------------------------------
2018-05-11 09:45:04,708 Name is: layer3.0.bn1.bias
2018-05-11 09:45:04,708 Data is: min: -0.00020011723972856998, max: 0.00020012860477436334
2018-05-11 09:45:04,709 Grad is: min: -0.031067688018083572, max: 0.03497061878442764
2018-05-11 09:45:04,709 Target is: min: 0, max: 0
2018-05-11 09:45:04,709 --------------------------------------
2018-05-11 09:45:04,709 --------------------------------------
2018-05-11 09:45:04,709 Name is: layer3.0.conv2.weight
2018-05-11 09:45:04,709 Data is: min: -0.13908174633979797, max: 0.13775789737701416
2018-05-11 09:45:04,710 Grad is: min: -0.054916076362133026, max: 0.05492664873600006
2018-05-11 09:45:04,710 Target is: min: 0, max: 0
2018-05-11 09:45:04,710 --------------------------------------
2018-05-11 09:45:04,710 --------------------------------------
2018-05-11 09:45:04,710 Name is: layer3.0.bn2.weight
2018-05-11 09:45:04,711 Data is: min: 0.999799907207489, max: 1.0002001523971558
2018-05-11 09:45:04,711 Grad is: min: -0.030786069110035896, max: 0.025041302666068077
2018-05-11 09:45:04,711 Target is: min: 0, max: 0
2018-05-11 09:45:04,711 --------------------------------------
2018-05-11 09:45:04,711 --------------------------------------
2018-05-11 09:45:04,711 Name is: layer3.0.bn2.bias
2018-05-11 09:45:04,712 Data is: min: -0.00020012629101984203, max: 0.0002001250977627933
2018-05-11 09:45:04,712 Grad is: min: -0.031061626970767975, max: 0.026374585926532745
2018-05-11 09:45:04,712 Target is: min: 0, max: 0
2018-05-11 09:45:04,712 --------------------------------------
2018-05-11 09:45:04,712 --------------------------------------
2018-05-11 09:45:04,712 Name is: layer3.0.conv3.weight
2018-05-11 09:45:04,713 Data is: min: -0.19291812181472778, max: 0.2016175240278244
2018-05-11 09:45:04,713 Grad is: min: -0.03878359869122505, max: 0.042275331914424896
2018-05-11 09:45:04,713 Target is: min: 0, max: 0
2018-05-11 09:45:04,713 --------------------------------------
2018-05-11 09:45:04,713 --------------------------------------
2018-05-11 09:45:04,713 Name is: layer3.0.bn3.weight
2018-05-11 09:45:04,714 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,714 Grad is: min: -0.016444873064756393, max: 0.013996646739542484
2018-05-11 09:45:04,714 Target is: min: 0, max: 0
2018-05-11 09:45:04,714 --------------------------------------
2018-05-11 09:45:04,714 --------------------------------------
2018-05-11 09:45:04,714 Name is: layer3.0.bn3.bias
2018-05-11 09:45:04,714 Data is: min: -0.00020011882588732988, max: 0.00020012844470329583
2018-05-11 09:45:04,715 Grad is: min: -0.013095023110508919, max: 0.010131165385246277
2018-05-11 09:45:04,715 Target is: min: 0, max: 0
2018-05-11 09:45:04,715 --------------------------------------
2018-05-11 09:45:04,715 --------------------------------------
2018-05-11 09:45:04,715 Name is: layer3.0.downsample.0.weight
2018-05-11 09:45:04,715 Data is: min: -0.20359684526920319, max: 0.19698868691921234
2018-05-11 09:45:04,716 Grad is: min: -0.029639633372426033, max: 0.03833097219467163
2018-05-11 09:45:04,716 Target is: min: 0, max: 0
2018-05-11 09:45:04,716 --------------------------------------
2018-05-11 09:45:04,716 --------------------------------------
2018-05-11 09:45:04,716 Name is: layer3.0.downsample.1.weight
2018-05-11 09:45:04,717 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,717 Grad is: min: -0.016392625868320465, max: 0.017605457454919815
2018-05-11 09:45:04,717 Target is: min: 0, max: 0
2018-05-11 09:45:04,717 --------------------------------------
2018-05-11 09:45:04,717 --------------------------------------
2018-05-11 09:45:04,717 Name is: layer3.0.downsample.1.bias
2018-05-11 09:45:04,717 Data is: min: -0.00020011882588732988, max: 0.00020012844470329583
2018-05-11 09:45:04,718 Grad is: min: -0.013095023110508919, max: 0.010131165385246277
2018-05-11 09:45:04,718 Target is: min: 0, max: 0
2018-05-11 09:45:04,718 --------------------------------------
2018-05-11 09:45:04,718 --------------------------------------
2018-05-11 09:45:04,718 Name is: layer3.1.conv1.weight
2018-05-11 09:45:04,718 Data is: min: -0.4528700113296509, max: 0.37616920471191406
2018-05-11 09:45:04,719 Grad is: min: -0.02052527479827404, max: 0.020129309967160225
2018-05-11 09:45:04,719 Target is: min: 0, max: 0
2018-05-11 09:45:04,719 --------------------------------------
2018-05-11 09:45:04,719 --------------------------------------
2018-05-11 09:45:04,719 Name is: layer3.1.bn1.weight
2018-05-11 09:45:04,719 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,720 Grad is: min: -0.02565649151802063, max: 0.03579750657081604
2018-05-11 09:45:04,720 Target is: min: 0, max: 0
2018-05-11 09:45:04,720 --------------------------------------
2018-05-11 09:45:04,720 --------------------------------------
2018-05-11 09:45:04,720 Name is: layer3.1.bn1.bias
2018-05-11 09:45:04,720 Data is: min: -0.0002001277607632801, max: 0.00020012690220028162
2018-05-11 09:45:04,721 Grad is: min: -0.0245875995606184, max: 0.026602324098348618
2018-05-11 09:45:04,721 Target is: min: 0, max: 0
2018-05-11 09:45:04,721 --------------------------------------
2018-05-11 09:45:04,721 --------------------------------------
2018-05-11 09:45:04,721 Name is: layer3.1.conv2.weight
2018-05-11 09:45:04,721 Data is: min: -0.13718394935131073, max: 0.1374216079711914
2018-05-11 09:45:04,722 Grad is: min: -0.03610026836395264, max: 0.0412767231464386
2018-05-11 09:45:04,722 Target is: min: 0, max: 0
2018-05-11 09:45:04,722 --------------------------------------
2018-05-11 09:45:04,722 --------------------------------------
2018-05-11 09:45:04,722 Name is: layer3.1.bn2.weight
2018-05-11 09:45:04,722 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,723 Grad is: min: -0.024967011064291, max: 0.020682455971837044
2018-05-11 09:45:04,723 Target is: min: 0, max: 0
2018-05-11 09:45:04,723 --------------------------------------
2018-05-11 09:45:04,723 --------------------------------------
2018-05-11 09:45:04,723 Name is: layer3.1.bn2.bias
2018-05-11 09:45:04,723 Data is: min: -0.00020012521417811513, max: 0.00020012413733638823
2018-05-11 09:45:04,724 Grad is: min: -0.018429497256875038, max: 0.016622884199023247
2018-05-11 09:45:04,724 Target is: min: 0, max: 0
2018-05-11 09:45:04,724 --------------------------------------
2018-05-11 09:45:04,724 --------------------------------------
2018-05-11 09:45:04,724 Name is: layer3.1.conv3.weight
2018-05-11 09:45:04,724 Data is: min: -0.20933660864830017, max: 0.19651132822036743
2018-05-11 09:45:04,725 Grad is: min: -0.03202003613114357, max: 0.02769673429429531
2018-05-11 09:45:04,725 Target is: min: 0, max: 0
2018-05-11 09:45:04,725 --------------------------------------
2018-05-11 09:45:04,725 --------------------------------------
2018-05-11 09:45:04,725 Name is: layer3.1.bn3.weight
2018-05-11 09:45:04,725 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,726 Grad is: min: -0.010748595930635929, max: 0.009462493471801281
2018-05-11 09:45:04,726 Target is: min: 0, max: 0
2018-05-11 09:45:04,726 --------------------------------------
2018-05-11 09:45:04,726 --------------------------------------
2018-05-11 09:45:04,726 Name is: layer3.1.bn3.bias
2018-05-11 09:45:04,726 Data is: min: -0.00020010153821203858, max: 0.0002001195098273456
2018-05-11 09:45:04,727 Grad is: min: -0.006953577511012554, max: 0.007939152419567108
2018-05-11 09:45:04,727 Target is: min: 0, max: 0
2018-05-11 09:45:04,727 --------------------------------------
2018-05-11 09:45:04,727 --------------------------------------
2018-05-11 09:45:04,727 Name is: layer3.2.conv1.weight
2018-05-11 09:45:04,727 Data is: min: -0.3977867066860199, max: 0.437775194644928
2018-05-11 09:45:04,728 Grad is: min: -0.01324288360774517, max: 0.01482305210083723
2018-05-11 09:45:04,728 Target is: min: 0, max: 0
2018-05-11 09:45:04,728 --------------------------------------
2018-05-11 09:45:04,728 --------------------------------------
2018-05-11 09:45:04,728 Name is: layer3.2.bn1.weight
2018-05-11 09:45:04,728 Data is: min: 0.9997998476028442, max: 1.0002000331878662
2018-05-11 09:45:04,729 Grad is: min: -0.020592158660292625, max: 0.021599823608994484
2018-05-11 09:45:04,729 Target is: min: 0, max: 0
2018-05-11 09:45:04,729 --------------------------------------
2018-05-11 09:45:04,729 --------------------------------------
2018-05-11 09:45:04,729 Name is: layer3.2.bn1.bias
2018-05-11 09:45:04,729 Data is: min: -0.00020009989384561777, max: 0.00020012877939734608
2018-05-11 09:45:04,729 Grad is: min: -0.014514563605189323, max: 0.01311467681080103
2018-05-11 09:45:04,730 Target is: min: 0, max: 0
2018-05-11 09:45:04,730 --------------------------------------
2018-05-11 09:45:04,730 --------------------------------------
2018-05-11 09:45:04,730 Name is: layer3.2.conv2.weight
2018-05-11 09:45:04,730 Data is: min: -0.13978856801986694, max: 0.13345041871070862
2018-05-11 09:45:04,731 Grad is: min: -0.025683749467134476, max: 0.027101991698145866
2018-05-11 09:45:04,731 Target is: min: 0, max: 0
2018-05-11 09:45:04,731 --------------------------------------
2018-05-11 09:45:04,731 --------------------------------------
2018-05-11 09:45:04,731 Name is: layer3.2.bn2.weight
2018-05-11 09:45:04,731 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,732 Grad is: min: -0.013129938393831253, max: 0.0129691231995821
2018-05-11 09:45:04,732 Target is: min: 0, max: 0
2018-05-11 09:45:04,732 --------------------------------------
2018-05-11 09:45:04,732 --------------------------------------
2018-05-11 09:45:04,732 Name is: layer3.2.bn2.bias
2018-05-11 09:45:04,732 Data is: min: -0.0002001045213546604, max: 0.00020012172171846032
2018-05-11 09:45:04,732 Grad is: min: -0.010678181424736977, max: 0.012428207322955132
2018-05-11 09:45:04,733 Target is: min: 0, max: 0
2018-05-11 09:45:04,733 --------------------------------------
2018-05-11 09:45:04,733 --------------------------------------
2018-05-11 09:45:04,733 Name is: layer3.2.conv3.weight
2018-05-11 09:45:04,733 Data is: min: -0.19860507547855377, max: 0.21699778735637665
2018-05-11 09:45:04,733 Grad is: min: -0.021926945075392723, max: 0.0188243817538023
2018-05-11 09:45:04,734 Target is: min: 0, max: 0
2018-05-11 09:45:04,734 --------------------------------------
2018-05-11 09:45:04,734 --------------------------------------
2018-05-11 09:45:04,734 Name is: layer3.2.bn3.weight
2018-05-11 09:45:04,734 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,734 Grad is: min: -0.00715680792927742, max: 0.008353040553629398
2018-05-11 09:45:04,735 Target is: min: 0, max: 0
2018-05-11 09:45:04,735 --------------------------------------
2018-05-11 09:45:04,735 --------------------------------------
2018-05-11 09:45:04,735 Name is: layer3.2.bn3.bias
2018-05-11 09:45:04,735 Data is: min: -0.00020009670697618276, max: 0.00020010871230624616
2018-05-11 09:45:04,735 Grad is: min: -0.004706331063061953, max: 0.005783903878182173
2018-05-11 09:45:04,736 Target is: min: 0, max: 0
2018-05-11 09:45:04,736 --------------------------------------
2018-05-11 09:45:04,736 --------------------------------------
2018-05-11 09:45:04,736 Name is: layer3.3.conv1.weight
2018-05-11 09:45:04,736 Data is: min: -0.380119264125824, max: 0.4163781702518463
2018-05-11 09:45:04,736 Grad is: min: -0.010544286109507084, max: 0.009996673092246056
2018-05-11 09:45:04,737 Target is: min: 0, max: 0
2018-05-11 09:45:04,737 --------------------------------------
2018-05-11 09:45:04,737 --------------------------------------
2018-05-11 09:45:04,737 Name is: layer3.3.bn1.weight
2018-05-11 09:45:04,737 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,737 Grad is: min: -0.012384685687720776, max: 0.012147346511483192
2018-05-11 09:45:04,737 Target is: min: 0, max: 0
2018-05-11 09:45:04,738 --------------------------------------
2018-05-11 09:45:04,738 --------------------------------------
2018-05-11 09:45:04,738 Name is: layer3.3.bn1.bias
2018-05-11 09:45:04,738 Data is: min: -0.0002000769309233874, max: 0.00020010992011521012
2018-05-11 09:45:04,738 Grad is: min: -0.013022443279623985, max: 0.01085040532052517
2018-05-11 09:45:04,738 Target is: min: 0, max: 0
2018-05-11 09:45:04,739 --------------------------------------
2018-05-11 09:45:04,739 --------------------------------------
2018-05-11 09:45:04,739 Name is: layer3.3.conv2.weight
2018-05-11 09:45:04,739 Data is: min: -0.137069433927536, max: 0.14550669491291046
2018-05-11 09:45:04,739 Grad is: min: -0.01847873628139496, max: 0.01972789876163006
2018-05-11 09:45:04,740 Target is: min: 0, max: 0
2018-05-11 09:45:04,740 --------------------------------------
2018-05-11 09:45:04,740 --------------------------------------
2018-05-11 09:45:04,740 Name is: layer3.3.bn2.weight
2018-05-11 09:45:04,740 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,740 Grad is: min: -0.01299507450312376, max: 0.009685790166258812
2018-05-11 09:45:04,740 Target is: min: 0, max: 0
2018-05-11 09:45:04,741 --------------------------------------
2018-05-11 09:45:04,741 --------------------------------------
2018-05-11 09:45:04,741 Name is: layer3.3.bn2.bias
2018-05-11 09:45:04,741 Data is: min: -0.0002001214015763253, max: 0.00020010086882393807
2018-05-11 09:45:04,741 Grad is: min: -0.007473059464246035, max: 0.009903468191623688
2018-05-11 09:45:04,741 Target is: min: 0, max: 0
2018-05-11 09:45:04,742 --------------------------------------
2018-05-11 09:45:04,742 --------------------------------------
2018-05-11 09:45:04,742 Name is: layer3.3.conv3.weight
2018-05-11 09:45:04,742 Data is: min: -0.2035825252532959, max: 0.1939212679862976
2018-05-11 09:45:04,742 Grad is: min: -0.01456393115222454, max: 0.014261214062571526
2018-05-11 09:45:04,742 Target is: min: 0, max: 0
2018-05-11 09:45:04,743 --------------------------------------
2018-05-11 09:45:04,743 --------------------------------------
2018-05-11 09:45:04,743 Name is: layer3.3.bn3.weight
2018-05-11 09:45:04,743 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,743 Grad is: min: -0.005945417098701, max: 0.0058789667673408985
2018-05-11 09:45:04,743 Target is: min: 0, max: 0
2018-05-11 09:45:04,744 --------------------------------------
2018-05-11 09:45:04,744 --------------------------------------
2018-05-11 09:45:04,744 Name is: layer3.3.bn3.bias
2018-05-11 09:45:04,744 Data is: min: -0.00020009955915156752, max: 0.00020010230946354568
2018-05-11 09:45:04,744 Grad is: min: -0.004393848590552807, max: 0.004484705161303282
2018-05-11 09:45:04,744 Target is: min: 0, max: 0
2018-05-11 09:45:04,744 --------------------------------------
2018-05-11 09:45:04,745 --------------------------------------
2018-05-11 09:45:04,745 Name is: layer3.4.conv1.weight
2018-05-11 09:45:04,745 Data is: min: -0.38649243116378784, max: 0.3828114867210388
2018-05-11 09:45:04,745 Grad is: min: -0.007510244846343994, max: 0.007793343625962734
2018-05-11 09:45:04,745 Target is: min: 0, max: 0
2018-05-11 09:45:04,745 --------------------------------------
2018-05-11 09:45:04,746 --------------------------------------
2018-05-11 09:45:04,746 Name is: layer3.4.bn1.weight
2018-05-11 09:45:04,746 Data is: min: 0.9997998476028442, max: 1.0002000331878662
2018-05-11 09:45:04,746 Grad is: min: -0.011369355954229832, max: 0.009020127356052399
2018-05-11 09:45:04,746 Target is: min: 0, max: 0
2018-05-11 09:45:04,746 --------------------------------------
2018-05-11 09:45:04,747 --------------------------------------
2018-05-11 09:45:04,747 Name is: layer3.4.bn1.bias
2018-05-11 09:45:04,747 Data is: min: -0.0002000573294935748, max: 0.00020011988817714155
2018-05-11 09:45:04,747 Grad is: min: -0.009601296856999397, max: 0.00902346521615982
2018-05-11 09:45:04,747 Target is: min: 0, max: 0
2018-05-11 09:45:04,747 --------------------------------------
2018-05-11 09:45:04,747 --------------------------------------
2018-05-11 09:45:04,748 Name is: layer3.4.conv2.weight
2018-05-11 09:45:04,748 Data is: min: -0.1311756670475006, max: 0.15078359842300415
2018-05-11 09:45:04,748 Grad is: min: -0.015090337023139, max: 0.01704533025622368
2018-05-11 09:45:04,748 Target is: min: 0, max: 0
2018-05-11 09:45:04,748 --------------------------------------
2018-05-11 09:45:04,749 --------------------------------------
2018-05-11 09:45:04,749 Name is: layer3.4.bn2.weight
2018-05-11 09:45:04,749 Data is: min: 0.999799907207489, max: 1.0002001523971558
2018-05-11 09:45:04,749 Grad is: min: -0.009097106754779816, max: 0.011269974522292614
2018-05-11 09:45:04,749 Target is: min: 0, max: 0
2018-05-11 09:45:04,749 --------------------------------------
2018-05-11 09:45:04,750 --------------------------------------
2018-05-11 09:45:04,750 Name is: layer3.4.bn2.bias
2018-05-11 09:45:04,750 Data is: min: -0.00019967147090937942, max: 0.00020012084860354662
2018-05-11 09:45:04,750 Grad is: min: -0.006421484984457493, max: 0.007795269601047039
2018-05-11 09:45:04,750 Target is: min: 0, max: 0
2018-05-11 09:45:04,750 --------------------------------------
2018-05-11 09:45:04,750 --------------------------------------
2018-05-11 09:45:04,751 Name is: layer3.4.conv3.weight
2018-05-11 09:45:04,751 Data is: min: -0.20762334764003754, max: 0.20334048569202423
2018-05-11 09:45:04,751 Grad is: min: -0.01089661568403244, max: 0.011052642948925495
2018-05-11 09:45:04,751 Target is: min: 0, max: 0
2018-05-11 09:45:04,751 --------------------------------------
2018-05-11 09:45:04,751 --------------------------------------
2018-05-11 09:45:04,752 Name is: layer3.4.bn3.weight
2018-05-11 09:45:04,752 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,752 Grad is: min: -0.004287980031222105, max: 0.004973348695784807
2018-05-11 09:45:04,752 Target is: min: 0, max: 0
2018-05-11 09:45:04,752 --------------------------------------
2018-05-11 09:45:04,752 --------------------------------------
2018-05-11 09:45:04,752 Name is: layer3.4.bn3.bias
2018-05-11 09:45:04,753 Data is: min: -0.00020009625586681068, max: 0.00020007001876365393
2018-05-11 09:45:04,753 Grad is: min: -0.0033634547144174576, max: 0.002756950445473194
2018-05-11 09:45:04,753 Target is: min: 0, max: 0
2018-05-11 09:45:04,753 --------------------------------------
2018-05-11 09:45:04,753 --------------------------------------
2018-05-11 09:45:04,753 Name is: layer3.5.conv1.weight
2018-05-11 09:45:04,754 Data is: min: -0.40360331535339355, max: 0.4355494976043701
2018-05-11 09:45:04,754 Grad is: min: -0.007226693909615278, max: 0.00645698606967926
2018-05-11 09:45:04,754 Target is: min: 0, max: 0
2018-05-11 09:45:04,754 --------------------------------------
2018-05-11 09:45:04,754 --------------------------------------
2018-05-11 09:45:04,754 Name is: layer3.5.bn1.weight
2018-05-11 09:45:04,755 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,755 Grad is: min: -0.0078031886368989944, max: 0.007329138927161694
2018-05-11 09:45:04,755 Target is: min: 0, max: 0
2018-05-11 09:45:04,755 --------------------------------------
2018-05-11 09:45:04,755 --------------------------------------
2018-05-11 09:45:04,755 Name is: layer3.5.bn1.bias
2018-05-11 09:45:04,756 Data is: min: -0.00020007473358418792, max: 0.000200063586817123
2018-05-11 09:45:04,756 Grad is: min: -0.007327290251851082, max: 0.006391883362084627
2018-05-11 09:45:04,756 Target is: min: 0, max: 0
2018-05-11 09:45:04,756 --------------------------------------
2018-05-11 09:45:04,756 --------------------------------------
2018-05-11 09:45:04,756 Name is: layer3.5.conv2.weight
2018-05-11 09:45:04,757 Data is: min: -0.13861994445323944, max: 0.14090140163898468
2018-05-11 09:45:04,757 Grad is: min: -0.012986969202756882, max: 0.013274217024445534
2018-05-11 09:45:04,757 Target is: min: 0, max: 0
2018-05-11 09:45:04,757 --------------------------------------
2018-05-11 09:45:04,757 --------------------------------------
2018-05-11 09:45:04,757 Name is: layer3.5.bn2.weight
2018-05-11 09:45:04,758 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,758 Grad is: min: -0.0075666336342692375, max: 0.007276270072907209
2018-05-11 09:45:04,758 Target is: min: 0, max: 0
2018-05-11 09:45:04,758 --------------------------------------
2018-05-11 09:45:04,758 --------------------------------------
2018-05-11 09:45:04,758 Name is: layer3.5.bn2.bias
2018-05-11 09:45:04,759 Data is: min: -0.00019998991047032177, max: 0.00020004017278552055
2018-05-11 09:45:04,759 Grad is: min: -0.005159840919077396, max: 0.006677955389022827
2018-05-11 09:45:04,759 Target is: min: 0, max: 0
2018-05-11 09:45:04,759 --------------------------------------
2018-05-11 09:45:04,759 --------------------------------------
2018-05-11 09:45:04,759 Name is: layer3.5.conv3.weight
2018-05-11 09:45:04,760 Data is: min: -0.20543530583381653, max: 0.20028284192085266
2018-05-11 09:45:04,760 Grad is: min: -0.010171346366405487, max: 0.009395220316946507
2018-05-11 09:45:04,760 Target is: min: 0, max: 0
2018-05-11 09:45:04,760 --------------------------------------
2018-05-11 09:45:04,760 --------------------------------------
2018-05-11 09:45:04,760 Name is: layer3.5.bn3.weight
2018-05-11 09:45:04,761 Data is: min: 0.999799907207489, max: 1.0002001523971558
2018-05-11 09:45:04,761 Grad is: min: -0.003516287310048938, max: 0.003072087187319994
2018-05-11 09:45:04,761 Target is: min: 0, max: 0
2018-05-11 09:45:04,761 --------------------------------------
2018-05-11 09:45:04,761 --------------------------------------
2018-05-11 09:45:04,761 Name is: layer3.5.bn3.bias
2018-05-11 09:45:04,762 Data is: min: -0.00020008865976706147, max: 0.00020002656674478203
2018-05-11 09:45:04,762 Grad is: min: -0.001957707107067108, max: 0.0023995605297386646
2018-05-11 09:45:04,762 Target is: min: 0, max: 0
2018-05-11 09:45:04,762 --------------------------------------
2018-05-11 09:45:04,762 --------------------------------------
2018-05-11 09:45:04,762 Name is: layer4.0.conv1.weight
2018-05-11 09:45:04,763 Data is: min: -0.27632367610931396, max: 0.28007394075393677
2018-05-11 09:45:04,763 Grad is: min: -0.007307365071028471, max: 0.0079031465575099
2018-05-11 09:45:04,763 Target is: min: 0, max: 0
2018-05-11 09:45:04,763 --------------------------------------
2018-05-11 09:45:04,763 --------------------------------------
2018-05-11 09:45:04,763 Name is: layer4.0.bn1.weight
2018-05-11 09:45:04,764 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,764 Grad is: min: -0.008247948251664639, max: 0.009170531295239925
2018-05-11 09:45:04,764 Target is: min: 0, max: 0
2018-05-11 09:45:04,764 --------------------------------------
2018-05-11 09:45:04,764 --------------------------------------
2018-05-11 09:45:04,764 Name is: layer4.0.bn1.bias
2018-05-11 09:45:04,765 Data is: min: -0.00020010178559459746, max: 0.00020012221648357809
2018-05-11 09:45:04,765 Grad is: min: -0.005753638222813606, max: 0.005287568084895611
2018-05-11 09:45:04,765 Target is: min: 0, max: 0
2018-05-11 09:45:04,765 --------------------------------------
2018-05-11 09:45:04,765 --------------------------------------
2018-05-11 09:45:04,765 Name is: layer4.0.conv2.weight
2018-05-11 09:45:04,766 Data is: min: -0.10446983575820923, max: 0.10669642686843872
2018-05-11 09:45:04,766 Grad is: min: -0.011974486522376537, max: 0.012431301176548004
2018-05-11 09:45:04,766 Target is: min: 0, max: 0
2018-05-11 09:45:04,766 --------------------------------------
2018-05-11 09:45:04,766 --------------------------------------
2018-05-11 09:45:04,767 Name is: layer4.0.bn2.weight
2018-05-11 09:45:04,767 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,767 Grad is: min: -0.006787038873881102, max: 0.006751172244548798
2018-05-11 09:45:04,767 Target is: min: 0, max: 0
2018-05-11 09:45:04,767 --------------------------------------
2018-05-11 09:45:04,767 --------------------------------------
2018-05-11 09:45:04,768 Name is: layer4.0.bn2.bias
2018-05-11 09:45:04,768 Data is: min: -0.0002001105749513954, max: 0.00020009577565360814
2018-05-11 09:45:04,768 Grad is: min: -0.004396745935082436, max: 0.00462663359940052
2018-05-11 09:45:04,768 Target is: min: 0, max: 0
2018-05-11 09:45:04,768 --------------------------------------
2018-05-11 09:45:04,768 --------------------------------------
2018-05-11 09:45:04,768 Name is: layer4.0.conv3.weight
2018-05-11 09:45:04,769 Data is: min: -0.15773837268352509, max: 0.1574995219707489
2018-05-11 09:45:04,769 Grad is: min: -0.008243725635111332, max: 0.009870774112641811
2018-05-11 09:45:04,769 Target is: min: 0, max: 0
2018-05-11 09:45:04,769 --------------------------------------
2018-05-11 09:45:04,770 --------------------------------------
2018-05-11 09:45:04,770 Name is: layer4.0.bn3.weight
2018-05-11 09:45:04,770 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,770 Grad is: min: -0.006624984554946423, max: 0.006414393428713083
2018-05-11 09:45:04,770 Target is: min: 0, max: 0
2018-05-11 09:45:04,770 --------------------------------------
2018-05-11 09:45:04,771 --------------------------------------
2018-05-11 09:45:04,771 Name is: layer4.0.bn3.bias
2018-05-11 09:45:04,771 Data is: min: -0.00020012800814583898, max: 0.00020012877939734608
2018-05-11 09:45:04,771 Grad is: min: -0.009442050941288471, max: 0.009295771829783916
2018-05-11 09:45:04,771 Target is: min: 0, max: 0
2018-05-11 09:45:04,771 --------------------------------------
2018-05-11 09:45:04,772 --------------------------------------
2018-05-11 09:45:04,772 Name is: layer4.0.downsample.0.weight
2018-05-11 09:45:04,772 Data is: min: -0.14992131292819977, max: 0.17981910705566406
2018-05-11 09:45:04,772 Grad is: min: -0.0070740701630711555, max: 0.007847307249903679
2018-05-11 09:45:04,773 Target is: min: 0, max: 0
2018-05-11 09:45:04,773 --------------------------------------
2018-05-11 09:45:04,773 --------------------------------------
2018-05-11 09:45:04,773 Name is: layer4.0.downsample.1.weight
2018-05-11 09:45:04,773 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,773 Grad is: min: -0.007251149974763393, max: 0.007045918144285679
2018-05-11 09:45:04,774 Target is: min: 0, max: 0
2018-05-11 09:45:04,774 --------------------------------------
2018-05-11 09:45:04,774 --------------------------------------
2018-05-11 09:45:04,774 Name is: layer4.0.downsample.1.bias
2018-05-11 09:45:04,774 Data is: min: -0.00020012800814583898, max: 0.00020012877939734608
2018-05-11 09:45:04,774 Grad is: min: -0.009442050941288471, max: 0.009295771829783916
2018-05-11 09:45:04,774 Target is: min: 0, max: 0
2018-05-11 09:45:04,775 --------------------------------------
2018-05-11 09:45:04,775 --------------------------------------
2018-05-11 09:45:04,775 Name is: layer4.1.conv1.weight
2018-05-11 09:45:04,775 Data is: min: -0.3068822920322418, max: 0.3028240501880646
2018-05-11 09:45:04,776 Grad is: min: -0.0037129903212189674, max: 0.0038290168158710003
2018-05-11 09:45:04,776 Target is: min: 0, max: 0
2018-05-11 09:45:04,776 --------------------------------------
2018-05-11 09:45:04,776 --------------------------------------
2018-05-11 09:45:04,776 Name is: layer4.1.bn1.weight
2018-05-11 09:45:04,776 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,776 Grad is: min: -0.006576114799827337, max: 0.0046456861309707165
2018-05-11 09:45:04,777 Target is: min: 0, max: 0
2018-05-11 09:45:04,777 --------------------------------------
2018-05-11 09:45:04,777 --------------------------------------
2018-05-11 09:45:04,777 Name is: layer4.1.bn1.bias
2018-05-11 09:45:04,777 Data is: min: -0.00020010856678709388, max: 0.0002001006214413792
2018-05-11 09:45:04,777 Grad is: min: -0.005636910907924175, max: 0.00389839056879282
2018-05-11 09:45:04,778 Target is: min: 0, max: 0
2018-05-11 09:45:04,778 --------------------------------------
2018-05-11 09:45:04,778 --------------------------------------
2018-05-11 09:45:04,778 Name is: layer4.1.conv2.weight
2018-05-11 09:45:04,778 Data is: min: -0.10268557816743851, max: 0.11033187061548233
2018-05-11 09:45:04,779 Grad is: min: -0.0097096161916852, max: 0.010755697265267372
2018-05-11 09:45:04,779 Target is: min: 0, max: 0
2018-05-11 09:45:04,779 --------------------------------------
2018-05-11 09:45:04,779 --------------------------------------
2018-05-11 09:45:04,779 Name is: layer4.1.bn2.weight
2018-05-11 09:45:04,779 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,780 Grad is: min: -0.004501024726778269, max: 0.003599227173253894
2018-05-11 09:45:04,780 Target is: min: 0, max: 0
2018-05-11 09:45:04,780 --------------------------------------
2018-05-11 09:45:04,780 --------------------------------------
2018-05-11 09:45:04,780 Name is: layer4.1.bn2.bias
2018-05-11 09:45:04,780 Data is: min: -0.00020009475701954216, max: 0.00020010289154015481
2018-05-11 09:45:04,781 Grad is: min: -0.003222095314413309, max: 0.0035483152605593204
2018-05-11 09:45:04,781 Target is: min: 0, max: 0
2018-05-11 09:45:04,781 --------------------------------------
2018-05-11 09:45:04,781 --------------------------------------
2018-05-11 09:45:04,781 Name is: layer4.1.conv3.weight
2018-05-11 09:45:04,781 Data is: min: -0.15272942185401917, max: 0.1540449559688568
2018-05-11 09:45:04,782 Grad is: min: -0.00682271970435977, max: 0.007087291218340397
2018-05-11 09:45:04,782 Target is: min: 0, max: 0
2018-05-11 09:45:04,782 --------------------------------------
2018-05-11 09:45:04,782 --------------------------------------
2018-05-11 09:45:04,782 Name is: layer4.1.bn3.weight
2018-05-11 09:45:04,782 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,783 Grad is: min: -0.007462784182280302, max: 0.007810971233993769
2018-05-11 09:45:04,783 Target is: min: 0, max: 0
2018-05-11 09:45:04,783 --------------------------------------
2018-05-11 09:45:04,783 --------------------------------------
2018-05-11 09:45:04,783 Name is: layer4.1.bn3.bias
2018-05-11 09:45:04,783 Data is: min: -0.00020013061293866485, max: 0.0002001311513595283
2018-05-11 09:45:04,784 Grad is: min: -0.0139783238992095, max: 0.01356514636427164
2018-05-11 09:45:04,784 Target is: min: 0, max: 0
2018-05-11 09:45:04,784 --------------------------------------
2018-05-11 09:45:04,784 --------------------------------------
2018-05-11 09:45:04,784 Name is: layer4.2.conv1.weight
2018-05-11 09:45:04,785 Data is: min: -0.30425190925598145, max: 0.32116448879241943
2018-05-11 09:45:04,785 Grad is: min: -0.00340775353834033, max: 0.0026045329868793488
2018-05-11 09:45:04,785 Target is: min: 0, max: 0
2018-05-11 09:45:04,785 --------------------------------------
2018-05-11 09:45:04,785 --------------------------------------
2018-05-11 09:45:04,785 Name is: layer4.2.bn1.weight
2018-05-11 09:45:04,786 Data is: min: 0.999799907207489, max: 1.0002001523971558
2018-05-11 09:45:04,786 Grad is: min: -0.0031371957156807184, max: 0.003309981431812048
2018-05-11 09:45:04,786 Target is: min: 0, max: 0
2018-05-11 09:45:04,786 --------------------------------------
2018-05-11 09:45:04,786 --------------------------------------
2018-05-11 09:45:04,786 Name is: layer4.2.bn1.bias
2018-05-11 09:45:04,787 Data is: min: -0.00020010517619084567, max: 0.00020007269631605595
2018-05-11 09:45:04,787 Grad is: min: -0.0027623134665191174, max: 0.003112031612545252
2018-05-11 09:45:04,787 Target is: min: 0, max: 0
2018-05-11 09:45:04,787 --------------------------------------
2018-05-11 09:45:04,787 --------------------------------------
2018-05-11 09:45:04,787 Name is: layer4.2.conv2.weight
2018-05-11 09:45:04,788 Data is: min: -0.10801230370998383, max: 0.10241182148456573
2018-05-11 09:45:04,788 Grad is: min: -0.007811590097844601, max: 0.006386450491845608
2018-05-11 09:45:04,788 Target is: min: 0, max: 0
2018-05-11 09:45:04,788 --------------------------------------
2018-05-11 09:45:04,788 --------------------------------------
2018-05-11 09:45:04,788 Name is: layer4.2.bn2.weight
2018-05-11 09:45:04,789 Data is: min: 0.999799907207489, max: 1.0002001523971558
2018-05-11 09:45:04,789 Grad is: min: -0.0023830204736441374, max: 0.0027059530839323997
2018-05-11 09:45:04,789 Target is: min: 0, max: 0
2018-05-11 09:45:04,789 --------------------------------------
2018-05-11 09:45:04,789 --------------------------------------
2018-05-11 09:45:04,789 Name is: layer4.2.bn2.bias
2018-05-11 09:45:04,790 Data is: min: -0.0002000697422772646, max: 0.0002000972890527919
2018-05-11 09:45:04,790 Grad is: min: -0.0023154972586780787, max: 0.0023677009157836437
2018-05-11 09:45:04,790 Target is: min: 0, max: 0
2018-05-11 09:45:04,790 --------------------------------------
2018-05-11 09:45:04,790 --------------------------------------
2018-05-11 09:45:04,790 Name is: layer4.2.conv3.weight
2018-05-11 09:45:04,791 Data is: min: -0.16242779791355133, max: 0.15522247552871704
2018-05-11 09:45:04,791 Grad is: min: -0.005286571104079485, max: 0.00480179488658905
2018-05-11 09:45:04,791 Target is: min: 0, max: 0
2018-05-11 09:45:04,791 --------------------------------------
2018-05-11 09:45:04,791 --------------------------------------
2018-05-11 09:45:04,792 Name is: layer4.2.bn3.weight
2018-05-11 09:45:04,792 Data is: min: 0.9997998476028442, max: 1.0002001523971558
2018-05-11 09:45:04,792 Grad is: min: -0.007267703302204609, max: 0.007633816450834274
2018-05-11 09:45:04,792 Target is: min: 0, max: 0
2018-05-11 09:45:04,792 --------------------------------------
2018-05-11 09:45:04,792 --------------------------------------
2018-05-11 09:45:04,792 Name is: layer4.2.bn3.bias
2018-05-11 09:45:04,793 Data is: min: -0.00020013157336506993, max: 0.00020013193716295063
2018-05-11 09:45:04,793 Grad is: min: -0.01733284629881382, max: 0.017455993220210075
2018-05-11 09:45:04,793 Target is: min: 0, max: 0
2018-05-11 09:45:04,793 --------------------------------------
2018-05-11 09:45:04,793 --------------------------------------
2018-05-11 09:45:04,793 Name is: fc.weight
2018-05-11 09:45:04,794 Data is: min: -0.0222968440502882, max: 0.022283293306827545
2018-05-11 09:45:04,794 Grad is: min: -1.2136244773864746, max: 0.03427758812904358
2018-05-11 09:45:04,794 Target is: min: 0, max: 0
2018-05-11 09:45:04,794 --------------------------------------
2018-05-11 09:45:04,794 --------------------------------------
2018-05-11 09:45:04,795 Name is: fc.bias
2018-05-11 09:45:04,795 Data is: min: -0.021509192883968353, max: 0.02182840183377266
2018-05-11 09:45:04,795 Grad is: min: -0.9950446486473083, max: 0.020497649908065796
2018-05-11 09:45:04,795 Target is: min: 0, max: 0
2018-05-11 09:45:04,795 --------------------------------------
2018-05-11 09:45:04,795 -- RUNNING_LOSS: 5.35011625289917
2018-05-11 09:45:04,796 -- ITERATION: 2
2018-05-11 09:45:04,881 --------------------------------------
2018-05-11 09:45:04,881 Name is: conv1.weight
2018-05-11 09:45:04,881 Data is: min: -0.10899672657251358, max: 0.0990406945347786
2018-05-11 09:45:04,882 Grad is: min: -8.640899658203125, max: 6.704111099243164
2018-05-11 09:45:04,882 Target is: min: 0, max: 0
2018-05-11 09:45:04,882 --------------------------------------
2018-05-11 09:45:04,882 --------------------------------------
2018-05-11 09:45:04,882 Name is: bn1.weight
2018-05-11 09:45:04,883 Data is: min: 0.9997033476829529, max: 1.000280737876892
2018-05-11 09:45:04,883 Grad is: min: -1.04404878616333, max: 1.0581532716751099
2018-05-11 09:45:04,884 Target is: min: 0, max: 0
2018-05-11 09:45:04,884 --------------------------------------
2018-05-11 09:45:04,884 --------------------------------------
2018-05-11 09:45:04,884 Name is: bn1.bias
2018-05-11 09:45:04,884 Data is: min: -0.000293268880341202, max: 0.00029436778277158737
2018-05-11 09:45:04,885 Grad is: min: -0.4547204375267029, max: 0.33876195549964905
2018-05-11 09:45:04,885 Target is: min: 0, max: 0
2018-05-11 09:45:04,885 --------------------------------------
2018-05-11 09:45:04,885 --------------------------------------
2018-05-11 09:45:04,885 Name is: layer1.0.conv1.weight
2018-05-11 09:45:04,886 Data is: min: -0.650653600692749, max: 0.5567173957824707
2018-05-11 09:45:04,886 Grad is: min: -1.0759942531585693, max: 1.453108310699463
2018-05-11 09:45:04,886 Target is: min: 0, max: 0
2018-05-11 09:45:04,887 --------------------------------------
2018-05-11 09:45:04,887 --------------------------------------
2018-05-11 09:45:04,887 Name is: layer1.0.bn1.weight
2018-05-11 09:45:04,887 Data is: min: 0.9996996521949768, max: 1.0002977848052979
2018-05-11 09:45:04,888 Grad is: min: -0.7701029181480408, max: 0.5322718024253845
2018-05-11 09:45:04,888 Target is: min: 0, max: 0
2018-05-11 09:45:04,888 --------------------------------------
2018-05-11 09:45:04,888 --------------------------------------
2018-05-11 09:45:04,888 Name is: layer1.0.bn1.bias
2018-05-11 09:45:04,889 Data is: min: -0.0002929994079750031, max: 0.00030009832698851824
2018-05-11 09:45:04,889 Grad is: min: -0.5870651006698608, max: 0.5227690935134888
2018-05-11 09:45:04,889 Target is: min: 0, max: 0
2018-05-11 09:45:04,889 --------------------------------------
2018-05-11 09:45:04,890 --------------------------------------
2018-05-11 09:45:04,890 Name is: layer1.0.conv2.weight
2018-05-11 09:45:04,890 Data is: min: -0.23844987154006958, max: 0.21627815067768097
2018-05-11 09:45:04,890 Grad is: min: -0.9410634636878967, max: 0.865486741065979
2018-05-11 09:45:04,891 Target is: min: 0, max: 0
2018-05-11 09:45:04,891 --------------------------------------
2018-05-11 09:45:04,891 --------------------------------------
2018-05-11 09:45:04,891 Name is: layer1.0.bn2.weight
2018-05-11 09:45:04,891 Data is: min: 0.9997121691703796, max: 1.00028657913208
2018-05-11 09:45:04,892 Grad is: min: -0.6027871370315552, max: 0.44227930903434753
2018-05-11 09:45:04,892 Target is: min: 0, max: 0
2018-05-11 09:45:04,892 --------------------------------------
2018-05-11 09:45:04,892 --------------------------------------
2018-05-11 09:45:04,892 Name is: layer1.0.bn2.bias
2018-05-11 09:45:04,893 Data is: min: -0.0002826766576617956, max: 0.00029272568644955754
2018-05-11 09:45:04,893 Grad is: min: -0.43207061290740967, max: 0.45171496272087097
2018-05-11 09:45:04,893 Target is: min: 0, max: 0
2018-05-11 09:45:04,893 --------------------------------------
2018-05-11 09:45:04,894 --------------------------------------
2018-05-11 09:45:04,894 Name is: layer1.0.conv3.weight
2018-05-11 09:45:04,894 Data is: min: -0.34025630354881287, max: 0.3542459011077881
2018-05-11 09:45:04,895 Grad is: min: -0.7303457856178284, max: 0.6144285798072815
2018-05-11 09:45:04,895 Target is: min: 0, max: 0
2018-05-11 09:45:04,895 --------------------------------------
2018-05-11 09:45:04,895 --------------------------------------
2018-05-11 09:45:04,895 Name is: layer1.0.bn3.weight
2018-05-11 09:45:04,896 Data is: min: 0.9997006058692932, max: 1.0002992153167725
2018-05-11 09:45:04,896 Grad is: min: -0.28662511706352234, max: 0.24387682974338531
2018-05-11 09:45:04,896 Target is: min: 0, max: 0
2018-05-11 09:45:04,896 --------------------------------------
2018-05-11 09:45:04,896 --------------------------------------
2018-05-11 09:45:04,897 Name is: layer1.0.bn3.bias
2018-05-11 09:45:04,897 Data is: min: -0.0002970498171634972, max: 0.0002989950589835644
2018-05-11 09:45:04,897 Grad is: min: -0.17291024327278137, max: 0.21175746619701385
2018-05-11 09:45:04,897 Target is: min: 0, max: 0
2018-05-11 09:45:04,898 --------------------------------------
2018-05-11 09:45:04,898 --------------------------------------
2018-05-11 09:45:04,898 Name is: layer1.0.downsample.0.weight
2018-05-11 09:45:04,898 Data is: min: -0.36252084374427795, max: 0.35243144631385803
2018-05-11 09:45:04,899 Grad is: min: -1.0147640705108643, max: 1.021727204322815
2018-05-11 09:45:04,899 Target is: min: 0, max: 0
2018-05-11 09:45:04,899 --------------------------------------
2018-05-11 09:45:04,899 --------------------------------------
2018-05-11 09:45:04,899 Name is: layer1.0.downsample.1.weight
2018-05-11 09:45:04,900 Data is: min: 0.9997010231018066, max: 1.0002998113632202
2018-05-11 09:45:04,900 Grad is: min: -0.24502773582935333, max: 0.2707644999027252
2018-05-11 09:45:04,900 Target is: min: 0, max: 0
2018-05-11 09:45:04,900 --------------------------------------
2018-05-11 09:45:04,900 --------------------------------------
2018-05-11 09:45:04,901 Name is: layer1.0.downsample.1.bias
2018-05-11 09:45:04,901 Data is: min: -0.0002970498171634972, max: 0.0002989950589835644
2018-05-11 09:45:04,901 Grad is: min: -0.17291024327278137, max: 0.21175746619701385
2018-05-11 09:45:04,901 Target is: min: 0, max: 0
2018-05-11 09:45:04,902 --------------------------------------
2018-05-11 09:45:04,902 --------------------------------------
2018-05-11 09:45:04,902 Name is: layer1.1.conv1.weight
2018-05-11 09:45:04,902 Data is: min: -0.7398450374603271, max: 0.6869964599609375
2018-05-11 09:45:04,903 Grad is: min: -0.30483633279800415, max: 0.30963417887687683
2018-05-11 09:45:04,903 Target is: min: 0, max: 0
2018-05-11 09:45:04,903 --------------------------------------
2018-05-11 09:45:04,903 --------------------------------------
2018-05-11 09:45:04,903 Name is: layer1.1.bn1.weight
2018-05-11 09:45:04,904 Data is: min: 0.9997043609619141, max: 1.0003005266189575
2018-05-11 09:45:04,904 Grad is: min: -0.3236601948738098, max: 0.36910170316696167
2018-05-11 09:45:04,904 Target is: min: 0, max: 0
2018-05-11 09:45:04,904 --------------------------------------
2018-05-11 09:45:04,904 --------------------------------------
2018-05-11 09:45:04,904 Name is: layer1.1.bn1.bias
2018-05-11 09:45:04,905 Data is: min: -0.0002980688586831093, max: 0.0002941862912848592
2018-05-11 09:45:04,905 Grad is: min: -0.3255542516708374, max: 0.3076208829879761
2018-05-11 09:45:04,905 Target is: min: 0, max: 0
2018-05-11 09:45:04,905 --------------------------------------
2018-05-11 09:45:04,906 --------------------------------------
2018-05-11 09:45:04,906 Name is: layer1.1.conv2.weight
2018-05-11 09:45:04,906 Data is: min: -0.2605080008506775, max: 0.22583229839801788
2018-05-11 09:45:04,906 Grad is: min: -0.526451587677002, max: 0.5391770005226135
2018-05-11 09:45:04,907 Target is: min: 0, max: 0
2018-05-11 09:45:04,907 --------------------------------------
2018-05-11 09:45:04,907 --------------------------------------
2018-05-11 09:45:04,907 Name is: layer1.1.bn2.weight
2018-05-11 09:45:04,907 Data is: min: 0.9997031092643738, max: 1.0002925395965576
2018-05-11 09:45:04,908 Grad is: min: -0.2349747270345688, max: 0.2683061361312866
2018-05-11 09:45:04,908 Target is: min: 0, max: 0
2018-05-11 09:45:04,908 --------------------------------------
2018-05-11 09:45:04,908 --------------------------------------
2018-05-11 09:45:04,908 Name is: layer1.1.bn2.bias
2018-05-11 09:45:04,909 Data is: min: -0.0002984846360050142, max: 0.00029948417795822024
2018-05-11 09:45:04,909 Grad is: min: -0.23633255064487457, max: 0.16233760118484497
2018-05-11 09:45:04,909 Target is: min: 0, max: 0
2018-05-11 09:45:04,909 --------------------------------------
2018-05-11 09:45:04,909 --------------------------------------
2018-05-11 09:45:04,910 Name is: layer1.1.conv3.weight
2018-05-11 09:45:04,910 Data is: min: -0.3714652359485626, max: 0.3655930459499359
2018-05-11 09:45:04,910 Grad is: min: -0.3696223497390747, max: 0.3474087119102478
2018-05-11 09:45:04,910 Target is: min: 0, max: 0
2018-05-11 09:45:04,911 --------------------------------------
2018-05-11 09:45:04,911 --------------------------------------
2018-05-11 09:45:04,911 Name is: layer1.1.bn3.weight
2018-05-11 09:45:04,911 Data is: min: 0.9996997714042664, max: 1.0003001689910889
2018-05-11 09:45:04,912 Grad is: min: -0.18651112914085388, max: 0.1411004215478897
2018-05-11 09:45:04,912 Target is: min: 0, max: 0
2018-05-11 09:45:04,912 --------------------------------------
2018-05-11 09:45:04,912 --------------------------------------
2018-05-11 09:45:04,912 Name is: layer1.1.bn3.bias
2018-05-11 09:45:04,912 Data is: min: -0.00029952501063235104, max: 0.0002987781772390008
2018-05-11 09:45:04,913 Grad is: min: -0.15589140355587006, max: 0.12797406315803528
2018-05-11 09:45:04,913 Target is: min: 0, max: 0
2018-05-11 09:45:04,913 --------------------------------------
2018-05-11 09:45:04,913 --------------------------------------
2018-05-11 09:45:04,913 Name is: layer1.2.conv1.weight
2018-05-11 09:45:04,914 Data is: min: -0.7297391295433044, max: 0.7825455069541931
2018-05-11 09:45:04,914 Grad is: min: -0.2456432282924652, max: 0.21573834121227264
2018-05-11 09:45:04,914 Target is: min: 0, max: 0
2018-05-11 09:45:04,914 --------------------------------------
2018-05-11 09:45:04,914 --------------------------------------
2018-05-11 09:45:04,915 Name is: layer1.2.bn1.weight
2018-05-11 09:45:04,915 Data is: min: 0.9997003078460693, max: 1.0002939701080322
2018-05-11 09:45:04,915 Grad is: min: -0.329086571931839, max: 0.18077941238880157
2018-05-11 09:45:04,915 Target is: min: 0, max: 0
2018-05-11 09:45:04,916 --------------------------------------
2018-05-11 09:45:04,916 --------------------------------------
2018-05-11 09:45:04,916 Name is: layer1.2.bn1.bias
2018-05-11 09:45:04,916 Data is: min: -0.0002969227498397231, max: 0.0003001932636834681
2018-05-11 09:45:04,916 Grad is: min: -0.24368293583393097, max: 0.18269586563110352
2018-05-11 09:45:04,917 Target is: min: 0, max: 0
2018-05-11 09:45:04,917 --------------------------------------
2018-05-11 09:45:04,917 --------------------------------------
2018-05-11 09:45:04,917 Name is: layer1.2.conv2.weight
2018-05-11 09:45:04,917 Data is: min: -0.2399543672800064, max: 0.2254241406917572
2018-05-11 09:45:04,918 Grad is: min: -0.3215072751045227, max: 0.30335742235183716
2018-05-11 09:45:04,918 Target is: min: 0, max: 0
2018-05-11 09:45:04,918 --------------------------------------
2018-05-11 09:45:04,918 --------------------------------------
2018-05-11 09:45:04,918 Name is: layer1.2.bn2.weight
2018-05-11 09:45:04,919 Data is: min: 0.9997009634971619, max: 1.0002936124801636
2018-05-11 09:45:04,919 Grad is: min: -0.25463926792144775, max: 0.2439405471086502
2018-05-11 09:45:04,919 Target is: min: 0, max: 0
2018-05-11 09:45:04,919 --------------------------------------
2018-05-11 09:45:04,919 --------------------------------------
2018-05-11 09:45:04,919 Name is: layer1.2.bn2.bias
2018-05-11 09:45:04,920 Data is: min: -0.00028888118686154485, max: 0.00029125489527359605
2018-05-11 09:45:04,920 Grad is: min: -0.26239824295043945, max: 0.2518969774246216
2018-05-11 09:45:04,920 Target is: min: 0, max: 0
2018-05-11 09:45:04,920 --------------------------------------
2018-05-11 09:45:04,920 --------------------------------------
2018-05-11 09:45:04,921 Name is: layer1.2.conv3.weight
2018-05-11 09:45:04,921 Data is: min: -0.34640899300575256, max: 0.3579849898815155
2018-05-11 09:45:04,921 Grad is: min: -0.24521128833293915, max: 0.27861034870147705
2018-05-11 09:45:04,921 Target is: min: 0, max: 0
2018-05-11 09:45:04,922 --------------------------------------
2018-05-11 09:45:04,922 --------------------------------------
2018-05-11 09:45:04,922 Name is: layer1.2.bn3.weight
2018-05-11 09:45:04,922 Data is: min: 0.9996999502182007, max: 1.000300407409668
2018-05-11 09:45:04,923 Grad is: min: -0.10769438743591309, max: 0.13704204559326172
2018-05-11 09:45:04,923 Target is: min: 0, max: 0
2018-05-11 09:45:04,923 --------------------------------------
2018-05-11 09:45:04,923 --------------------------------------
2018-05-11 09:45:04,923 Name is: layer1.2.bn3.bias
2018-05-11 09:45:04,923 Data is: min: -0.00030040740966796875, max: 0.0002986203762702644
2018-05-11 09:45:04,924 Grad is: min: -0.0654669776558876, max: 0.0675782710313797
2018-05-11 09:45:04,924 Target is: min: 0, max: 0
2018-05-11 09:45:04,924 --------------------------------------
2018-05-11 09:45:04,924 --------------------------------------
2018-05-11 09:45:04,924 Name is: layer2.0.conv1.weight
2018-05-11 09:45:04,925 Data is: min: -0.48915615677833557, max: 0.5268865823745728
2018-05-11 09:45:04,925 Grad is: min: -0.17421983182430267, max: 0.15378960967063904
2018-05-11 09:45:04,925 Target is: min: 0, max: 0
2018-05-11 09:45:04,925 --------------------------------------
2018-05-11 09:45:04,925 --------------------------------------
2018-05-11 09:45:04,925 Name is: layer2.0.bn1.weight
2018-05-11 09:45:04,926 Data is: min: 0.9997010231018066, max: 1.0002987384796143
2018-05-11 09:45:04,926 Grad is: min: -0.14103369414806366, max: 0.20140527188777924
2018-05-11 09:45:04,926 Target is: min: 0, max: 0
2018-05-11 09:45:04,926 --------------------------------------
2018-05-11 09:45:04,926 --------------------------------------
2018-05-11 09:45:04,926 Name is: layer2.0.bn1.bias
2018-05-11 09:45:04,927 Data is: min: -0.0003002700686920434, max: 0.00029857063782401383
2018-05-11 09:45:04,927 Grad is: min: -0.12736308574676514, max: 0.13802215456962585
2018-05-11 09:45:04,927 Target is: min: 0, max: 0
2018-05-11 09:45:04,927 --------------------------------------
2018-05-11 09:45:04,928 --------------------------------------
2018-05-11 09:45:04,928 Name is: layer2.0.conv2.weight
2018-05-11 09:45:04,928 Data is: min: -0.18672233819961548, max: 0.17139898240566254
2018-05-11 09:45:04,928 Grad is: min: -0.207241490483284, max: 0.19529208540916443
2018-05-11 09:45:04,929 Target is: min: 0, max: 0
2018-05-11 09:45:04,929 --------------------------------------
2018-05-11 09:45:04,929 --------------------------------------
2018-05-11 09:45:04,929 Name is: layer2.0.bn2.weight
2018-05-11 09:45:04,929 Data is: min: 0.999701738357544, max: 1.000295639038086
2018-05-11 09:45:04,929 Grad is: min: -0.10176605731248856, max: 0.16167332231998444
2018-05-11 09:45:04,930 Target is: min: 0, max: 0
2018-05-11 09:45:04,930 --------------------------------------
2018-05-11 09:45:04,930 --------------------------------------
2018-05-11 09:45:04,930 Name is: layer2.0.bn2.bias
2018-05-11 09:45:04,930 Data is: min: -0.00030024463194422424, max: 0.00029981110128574073
2018-05-11 09:45:04,931 Grad is: min: -0.08750377595424652, max: 0.08866714686155319
2018-05-11 09:45:04,931 Target is: min: 0, max: 0
2018-05-11 09:45:04,931 --------------------------------------
2018-05-11 09:45:04,931 --------------------------------------
2018-05-11 09:45:04,931 Name is: layer2.0.conv3.weight
2018-05-11 09:45:04,931 Data is: min: -0.26721519231796265, max: 0.24731367826461792
2018-05-11 09:45:04,932 Grad is: min: -0.17349626123905182, max: 0.15472114086151123
2018-05-11 09:45:04,932 Target is: min: 0, max: 0
2018-05-11 09:45:04,932 --------------------------------------
2018-05-11 09:45:04,932 --------------------------------------
2018-05-11 09:45:04,932 Name is: layer2.0.bn3.weight
2018-05-11 09:45:04,933 Data is: min: 0.9997002482414246, max: 1.0003002882003784
2018-05-11 09:45:04,933 Grad is: min: -0.07149891555309296, max: 0.06997696310281754
2018-05-11 09:45:04,933 Target is: min: 0, max: 0
2018-05-11 09:45:04,933 --------------------------------------
2018-05-11 09:45:04,933 --------------------------------------
2018-05-11 09:45:04,933 Name is: layer2.0.bn3.bias
2018-05-11 09:45:04,934 Data is: min: -0.0002999447169713676, max: 0.0003000538854394108
2018-05-11 09:45:04,934 Grad is: min: -0.05311046540737152, max: 0.04657938703894615
2018-05-11 09:45:04,934 Target is: min: 0, max: 0
2018-05-11 09:45:04,934 --------------------------------------
2018-05-11 09:45:04,934 --------------------------------------
2018-05-11 09:45:04,935 Name is: layer2.0.downsample.0.weight
2018-05-11 09:45:04,935 Data is: min: -0.2568512558937073, max: 0.29814356565475464
2018-05-11 09:45:04,935 Grad is: min: -0.13560517132282257, max: 0.12015241384506226
2018-05-11 09:45:04,935 Target is: min: 0, max: 0
2018-05-11 09:45:04,936 --------------------------------------
2018-05-11 09:45:04,936 --------------------------------------
2018-05-11 09:45:04,936 Name is: layer2.0.downsample.1.weight
2018-05-11 09:45:04,936 Data is: min: 0.9997023940086365, max: 1.000300407409668
2018-05-11 09:45:04,936 Grad is: min: -0.05413155257701874, max: 0.08037783205509186
2018-05-11 09:45:04,937 Target is: min: 0, max: 0
2018-05-11 09:45:04,937 --------------------------------------
2018-05-11 09:45:04,937 --------------------------------------
2018-05-11 09:45:04,937 Name is: layer2.0.downsample.1.bias
2018-05-11 09:45:04,937 Data is: min: -0.0002999447169713676, max: 0.0003000538854394108
2018-05-11 09:45:04,937 Grad is: min: -0.05311046540737152, max: 0.04657938703894615
2018-05-11 09:45:04,938 Target is: min: 0, max: 0
2018-05-11 09:45:04,938 --------------------------------------
2018-05-11 09:45:04,938 --------------------------------------
2018-05-11 09:45:04,938 Name is: layer2.1.conv1.weight
2018-05-11 09:45:04,938 Data is: min: -0.5157046318054199, max: 0.557905375957489
2018-05-11 09:45:04,939 Grad is: min: -0.08656438440084457, max: 0.07892010360956192
2018-05-11 09:45:04,939 Target is: min: 0, max: 0
2018-05-11 09:45:04,939 --------------------------------------
2018-05-11 09:45:04,939 --------------------------------------
2018-05-11 09:45:04,939 Name is: layer2.1.bn1.weight
2018-05-11 09:45:04,939 Data is: min: 0.9997092485427856, max: 1.000298261642456
2018-05-11 09:45:04,940 Grad is: min: -0.11113613843917847, max: 0.1331736147403717
2018-05-11 09:45:04,940 Target is: min: 0, max: 0
2018-05-11 09:45:04,940 --------------------------------------
2018-05-11 09:45:04,940 --------------------------------------
2018-05-11 09:45:04,940 Name is: layer2.1.bn1.bias
2018-05-11 09:45:04,940 Data is: min: -0.00030015085940249264, max: 0.00029612143407575786
2018-05-11 09:45:04,941 Grad is: min: -0.0982099324464798, max: 0.08592122048139572
2018-05-11 09:45:04,941 Target is: min: 0, max: 0
2018-05-11 09:45:04,941 --------------------------------------
2018-05-11 09:45:04,941 --------------------------------------
2018-05-11 09:45:04,941 Name is: layer2.1.conv2.weight
2018-05-11 09:45:04,942 Data is: min: -0.19666995108127594, max: 0.1744803637266159
2018-05-11 09:45:04,942 Grad is: min: -0.1278270184993744, max: 0.14612872898578644
2018-05-11 09:45:04,942 Target is: min: 0, max: 0
2018-05-11 09:45:04,942 --------------------------------------
2018-05-11 09:45:04,942 --------------------------------------
2018-05-11 09:45:04,942 Name is: layer2.1.bn2.weight
2018-05-11 09:45:04,943 Data is: min: 0.9997021555900574, max: 1.000298023223877
2018-05-11 09:45:04,943 Grad is: min: -0.0896303653717041, max: 0.07437542825937271
2018-05-11 09:45:04,943 Target is: min: 0, max: 0
2018-05-11 09:45:04,943 --------------------------------------
2018-05-11 09:45:04,943 --------------------------------------
2018-05-11 09:45:04,943 Name is: layer2.1.bn2.bias
2018-05-11 09:45:04,944 Data is: min: -0.00029702737811021507, max: 0.0003003571182489395
2018-05-11 09:45:04,944 Grad is: min: -0.0699893981218338, max: 0.06505998969078064
2018-05-11 09:45:04,944 Target is: min: 0, max: 0
2018-05-11 09:45:04,944 --------------------------------------
2018-05-11 09:45:04,944 --------------------------------------
2018-05-11 09:45:04,945 Name is: layer2.1.conv3.weight
2018-05-11 09:45:04,945 Data is: min: -0.2448810338973999, max: 0.241509348154068
2018-05-11 09:45:04,945 Grad is: min: -0.09724663943052292, max: 0.11991046369075775
2018-05-11 09:45:04,945 Target is: min: 0, max: 0
2018-05-11 09:45:04,945 --------------------------------------
2018-05-11 09:45:04,946 --------------------------------------
2018-05-11 09:45:04,946 Name is: layer2.1.bn3.weight
2018-05-11 09:45:04,946 Data is: min: 0.9996994733810425, max: 1.0003000497817993
2018-05-11 09:45:04,946 Grad is: min: -0.04664352536201477, max: 0.039592593908309937
2018-05-11 09:45:04,946 Target is: min: 0, max: 0
2018-05-11 09:45:04,947 --------------------------------------
2018-05-11 09:45:04,947 --------------------------------------
2018-05-11 09:45:04,947 Name is: layer2.1.bn3.bias
2018-05-11 09:45:04,947 Data is: min: -0.0002996892435476184, max: 0.0003001633449457586
2018-05-11 09:45:04,947 Grad is: min: -0.03529275208711624, max: 0.029025446623563766
2018-05-11 09:45:04,948 Target is: min: 0, max: 0
2018-05-11 09:45:04,948 --------------------------------------
2018-05-11 09:45:04,948 --------------------------------------
2018-05-11 09:45:04,948 Name is: layer2.2.conv1.weight
2018-05-11 09:45:04,948 Data is: min: -0.5264949202537537, max: 0.4938347339630127
2018-05-11 09:45:04,948 Grad is: min: -0.050588902086019516, max: 0.057381413877010345
2018-05-11 09:45:04,949 Target is: min: 0, max: 0
2018-05-11 09:45:04,949 --------------------------------------
2018-05-11 09:45:04,949 --------------------------------------
2018-05-11 09:45:04,949 Name is: layer2.2.bn1.weight
2018-05-11 09:45:04,949 Data is: min: 0.9997056126594543, max: 1.000300407409668
2018-05-11 09:45:04,950 Grad is: min: -0.09320904314517975, max: 0.062140509486198425
2018-05-11 09:45:04,950 Target is: min: 0, max: 0
2018-05-11 09:45:04,950 --------------------------------------
2018-05-11 09:45:04,950 --------------------------------------
2018-05-11 09:45:04,950 Name is: layer2.2.bn1.bias
2018-05-11 09:45:04,950 Data is: min: -0.0003004658210556954, max: 0.0002972044749185443
2018-05-11 09:45:04,951 Grad is: min: -0.08233073353767395, max: 0.06740853190422058
2018-05-11 09:45:04,951 Target is: min: 0, max: 0
2018-05-11 09:45:04,951 --------------------------------------
2018-05-11 09:45:04,951 --------------------------------------
2018-05-11 09:45:04,951 Name is: layer2.2.conv2.weight
2018-05-11 09:45:04,951 Data is: min: -0.17416180670261383, max: 0.18173275887966156
2018-05-11 09:45:04,952 Grad is: min: -0.10480117797851562, max: 0.09548719972372055
2018-05-11 09:45:04,952 Target is: min: 0, max: 0
2018-05-11 09:45:04,952 --------------------------------------
2018-05-11 09:45:04,952 --------------------------------------
2018-05-11 09:45:04,952 Name is: layer2.2.bn2.weight
2018-05-11 09:45:04,952 Data is: min: 0.9996997117996216, max: 1.0003000497817993
2018-05-11 09:45:04,953 Grad is: min: -0.07240395247936249, max: 0.04741032049059868
2018-05-11 09:45:04,953 Target is: min: 0, max: 0
2018-05-11 09:45:04,953 --------------------------------------
2018-05-11 09:45:04,953 --------------------------------------
2018-05-11 09:45:04,953 Name is: layer2.2.bn2.bias
2018-05-11 09:45:04,953 Data is: min: -0.00029909011209383607, max: 0.00030009885085746646
2018-05-11 09:45:04,954 Grad is: min: -0.04862874373793602, max: 0.043797817081213
2018-05-11 09:45:04,954 Target is: min: 0, max: 0
2018-05-11 09:45:04,954 --------------------------------------
2018-05-11 09:45:04,954 --------------------------------------
2018-05-11 09:45:04,954 Name is: layer2.2.conv3.weight
2018-05-11 09:45:04,954 Data is: min: -0.2630729377269745, max: 0.28191983699798584
2018-05-11 09:45:04,955 Grad is: min: -0.07709114253520966, max: 0.0726097822189331
2018-05-11 09:45:04,955 Target is: min: 0, max: 0
2018-05-11 09:45:04,955 --------------------------------------
2018-05-11 09:45:04,955 --------------------------------------
2018-05-11 09:45:04,955 Name is: layer2.2.bn3.weight
2018-05-11 09:45:04,956 Data is: min: 0.9996998310089111, max: 1.0003002882003784
2018-05-11 09:45:04,956 Grad is: min: -0.03061540052294731, max: 0.03795885667204857
2018-05-11 09:45:04,956 Target is: min: 0, max: 0
2018-05-11 09:45:04,956 --------------------------------------
2018-05-11 09:45:04,956 --------------------------------------
2018-05-11 09:45:04,956 Name is: layer2.2.bn3.bias
2018-05-11 09:45:04,957 Data is: min: -0.00029982056003063917, max: 0.00029995202203281224
2018-05-11 09:45:04,957 Grad is: min: -0.020059984177350998, max: 0.02074483223259449
2018-05-11 09:45:04,957 Target is: min: 0, max: 0
2018-05-11 09:45:04,957 --------------------------------------
2018-05-11 09:45:04,957 --------------------------------------
2018-05-11 09:45:04,957 Name is: layer2.3.conv1.weight
2018-05-11 09:45:04,958 Data is: min: -0.5496074557304382, max: 0.5500912070274353
2018-05-11 09:45:04,958 Grad is: min: -0.03998972102999687, max: 0.042408715933561325
2018-05-11 09:45:04,958 Target is: min: 0, max: 0
2018-05-11 09:45:04,958 --------------------------------------
2018-05-11 09:45:04,958 --------------------------------------
2018-05-11 09:45:04,958 Name is: layer2.3.bn1.weight
2018-05-11 09:45:04,959 Data is: min: 0.9997009038925171, max: 1.0002989768981934
2018-05-11 09:45:04,959 Grad is: min: -0.051054101437330246, max: 0.057388048619031906
2018-05-11 09:45:04,959 Target is: min: 0, max: 0
2018-05-11 09:45:04,959 --------------------------------------
2018-05-11 09:45:04,959 --------------------------------------
2018-05-11 09:45:04,959 Name is: layer2.3.bn1.bias
2018-05-11 09:45:04,960 Data is: min: -0.00029879750218242407, max: 0.00029313526465557516
2018-05-11 09:45:04,960 Grad is: min: -0.04432021081447601, max: 0.04299906641244888
2018-05-11 09:45:04,960 Target is: min: 0, max: 0
2018-05-11 09:45:04,960 --------------------------------------
2018-05-11 09:45:04,960 --------------------------------------
2018-05-11 09:45:04,960 Name is: layer2.3.conv2.weight
2018-05-11 09:45:04,961 Data is: min: -0.1880272924900055, max: 0.17807848751544952
2018-05-11 09:45:04,961 Grad is: min: -0.07383416593074799, max: 0.0759962648153305
2018-05-11 09:45:04,961 Target is: min: 0, max: 0
2018-05-11 09:45:04,961 --------------------------------------
2018-05-11 09:45:04,961 --------------------------------------
2018-05-11 09:45:04,961 Name is: layer2.3.bn2.weight
2018-05-11 09:45:04,962 Data is: min: 0.9996998310089111, max: 1.0002963542938232
2018-05-11 09:45:04,962 Grad is: min: -0.051698241382837296, max: 0.046302735805511475
2018-05-11 09:45:04,962 Target is: min: 0, max: 0
2018-05-11 09:45:04,962 --------------------------------------
2018-05-11 09:45:04,962 --------------------------------------
2018-05-11 09:45:04,962 Name is: layer2.3.bn2.bias
2018-05-11 09:45:04,963 Data is: min: -0.00029816559981554747, max: 0.00030034693190827966
2018-05-11 09:45:04,963 Grad is: min: -0.03350576013326645, max: 0.033787455409765244
2018-05-11 09:45:04,963 Target is: min: 0, max: 0
2018-05-11 09:45:04,963 --------------------------------------
2018-05-11 09:45:04,963 --------------------------------------
2018-05-11 09:45:04,963 Name is: layer2.3.conv3.weight
2018-05-11 09:45:04,964 Data is: min: -0.30438265204429626, max: 0.27304843068122864
2018-05-11 09:45:04,964 Grad is: min: -0.05527475103735924, max: 0.054760489612817764
2018-05-11 09:45:04,964 Target is: min: 0, max: 0
2018-05-11 09:45:04,964 --------------------------------------
2018-05-11 09:45:04,964 --------------------------------------
2018-05-11 09:45:04,964 Name is: layer2.3.bn3.weight
2018-05-11 09:45:04,965 Data is: min: 0.9997004866600037, max: 1.0002999305725098
2018-05-11 09:45:04,965 Grad is: min: -0.02250499650835991, max: 0.022435158491134644
2018-05-11 09:45:04,965 Target is: min: 0, max: 0
2018-05-11 09:45:04,965 --------------------------------------
2018-05-11 09:45:04,965 --------------------------------------
2018-05-11 09:45:04,965 Name is: layer2.3.bn3.bias
2018-05-11 09:45:04,966 Data is: min: -0.0003003228339366615, max: 0.0003001427394337952
2018-05-11 09:45:04,966 Grad is: min: -0.013347240164875984, max: 0.010625429451465607
2018-05-11 09:45:04,966 Target is: min: 0, max: 0
2018-05-11 09:45:04,966 --------------------------------------
2018-05-11 09:45:04,966 --------------------------------------
2018-05-11 09:45:04,966 Name is: layer3.0.conv1.weight
2018-05-11 09:45:04,967 Data is: min: -0.4042131006717682, max: 0.3640642464160919
2018-05-11 09:45:04,967 Grad is: min: -0.03510813042521477, max: 0.03595903143286705
2018-05-11 09:45:04,967 Target is: min: 0, max: 0
2018-05-11 09:45:04,967 --------------------------------------
2018-05-11 09:45:04,967 --------------------------------------
2018-05-11 09:45:04,968 Name is: layer3.0.bn1.weight
2018-05-11 09:45:04,968 Data is: min: 0.9996998310089111, max: 1.000300407409668
2018-05-11 09:45:04,968 Grad is: min: -0.03605109080672264, max: 0.0372810997068882
2018-05-11 09:45:04,968 Target is: min: 0, max: 0
2018-05-11 09:45:04,968 --------------------------------------
2018-05-11 09:45:04,968 --------------------------------------
2018-05-11 09:45:04,969 Name is: layer3.0.bn1.bias
2018-05-11 09:45:04,969 Data is: min: -0.0002994687238242477, max: 0.0002996106632053852
2018-05-11 09:45:04,969 Grad is: min: -0.028464121744036674, max: 0.033187173306941986
2018-05-11 09:45:04,969 Target is: min: 0, max: 0
2018-05-11 09:45:04,969 --------------------------------------
2018-05-11 09:45:04,969 --------------------------------------
2018-05-11 09:45:04,969 Name is: layer3.0.conv2.weight
2018-05-11 09:45:04,970 Data is: min: -0.1390034258365631, max: 0.13784119486808777
2018-05-11 09:45:04,970 Grad is: min: -0.0530136413872242, max: 0.047993648797273636
2018-05-11 09:45:04,970 Target is: min: 0, max: 0
2018-05-11 09:45:04,970 --------------------------------------
2018-05-11 09:45:04,971 --------------------------------------
2018-05-11 09:45:04,971 Name is: layer3.0.bn2.weight
2018-05-11 09:45:04,971 Data is: min: 0.9996996521949768, max: 1.00029718875885
2018-05-11 09:45:04,971 Grad is: min: -0.024519238620996475, max: 0.029072877019643784
2018-05-11 09:45:04,971 Target is: min: 0, max: 0
2018-05-11 09:45:04,971 --------------------------------------
2018-05-11 09:45:04,972 --------------------------------------
2018-05-11 09:45:04,972 Name is: layer3.0.bn2.bias
2018-05-11 09:45:04,972 Data is: min: -0.0003004462050739676, max: 0.0002994771348312497
2018-05-11 09:45:04,972 Grad is: min: -0.028285415843129158, max: 0.024878328666090965
2018-05-11 09:45:04,972 Target is: min: 0, max: 0
2018-05-11 09:45:04,972 --------------------------------------
2018-05-11 09:45:04,972 --------------------------------------
2018-05-11 09:45:04,973 Name is: layer3.0.conv3.weight
2018-05-11 09:45:04,973 Data is: min: -0.19294612109661102, max: 0.20158647000789642
2018-05-11 09:45:04,973 Grad is: min: -0.039827000349760056, max: 0.04073736071586609
2018-05-11 09:45:04,973 Target is: min: 0, max: 0
2018-05-11 09:45:04,973 --------------------------------------
2018-05-11 09:45:04,974 --------------------------------------
2018-05-11 09:45:04,974 Name is: layer3.0.bn3.weight
2018-05-11 09:45:04,974 Data is: min: 0.9996995329856873, max: 1.0003002882003784
2018-05-11 09:45:04,974 Grad is: min: -0.016996748745441437, max: 0.01464060042053461
2018-05-11 09:45:04,974 Target is: min: 0, max: 0
2018-05-11 09:45:04,974 --------------------------------------
2018-05-11 09:45:04,974 --------------------------------------
2018-05-11 09:45:04,975 Name is: layer3.0.bn3.bias
2018-05-11 09:45:04,975 Data is: min: -0.0002999264979735017, max: 0.00030037283431738615
2018-05-11 09:45:04,975 Grad is: min: -0.012269299477338791, max: 0.01267300359904766
2018-05-11 09:45:04,975 Target is: min: 0, max: 0
2018-05-11 09:45:04,975 --------------------------------------
2018-05-11 09:45:04,975 --------------------------------------
2018-05-11 09:45:04,976 Name is: layer3.0.downsample.0.weight
2018-05-11 09:45:04,976 Data is: min: -0.20364981889724731, max: 0.19706471264362335
2018-05-11 09:45:04,976 Grad is: min: -0.03124028444290161, max: 0.02878718264400959
2018-05-11 09:45:04,976 Target is: min: 0, max: 0
2018-05-11 09:45:04,976 --------------------------------------
2018-05-11 09:45:04,977 --------------------------------------
2018-05-11 09:45:04,977 Name is: layer3.0.downsample.1.weight
2018-05-11 09:45:04,977 Data is: min: 0.9996998906135559, max: 1.0003002882003784
2018-05-11 09:45:04,977 Grad is: min: -0.014877614565193653, max: 0.017535073682665825
2018-05-11 09:45:04,977 Target is: min: 0, max: 0
2018-05-11 09:45:04,977 --------------------------------------
2018-05-11 09:45:04,977 --------------------------------------
2018-05-11 09:45:04,978 Name is: layer3.0.downsample.1.bias
2018-05-11 09:45:04,978 Data is: min: -0.0002999264979735017, max: 0.00030037283431738615
2018-05-11 09:45:04,978 Grad is: min: -0.012269299477338791, max: 0.01267300359904766
2018-05-11 09:45:04,978 Target is: min: 0, max: 0
2018-05-11 09:45:04,978 --------------------------------------
2018-05-11 09:45:04,978 --------------------------------------
2018-05-11 09:45:04,978 Name is: layer3.1.conv1.weight
2018-05-11 09:45:04,979 Data is: min: -0.4529423117637634, max: 0.37621021270751953
2018-05-11 09:45:04,979 Grad is: min: -0.019004903733730316, max: 0.0193752720952034
2018-05-11 09:45:04,979 Target is: min: 0, max: 0
2018-05-11 09:45:04,979 --------------------------------------
2018-05-11 09:45:04,979 --------------------------------------
2018-05-11 09:45:04,980 Name is: layer3.1.bn1.weight
2018-05-11 09:45:04,980 Data is: min: 0.9997007846832275, max: 1.0002998113632202
2018-05-11 09:45:04,980 Grad is: min: -0.023495005443692207, max: 0.023494059219956398
2018-05-11 09:45:04,980 Target is: min: 0, max: 0
2018-05-11 09:45:04,980 --------------------------------------
2018-05-11 09:45:04,980 --------------------------------------
2018-05-11 09:45:04,980 Name is: layer3.1.bn1.bias
2018-05-11 09:45:04,981 Data is: min: -0.00030005135340616107, max: 0.000299787730909884
2018-05-11 09:45:04,981 Grad is: min: -0.019403740763664246, max: 0.01937328651547432
2018-05-11 09:45:04,981 Target is: min: 0, max: 0
2018-05-11 09:45:04,981 --------------------------------------
2018-05-11 09:45:04,981 --------------------------------------
2018-05-11 09:45:04,981 Name is: layer3.1.conv2.weight
2018-05-11 09:45:04,982 Data is: min: -0.1372688114643097, max: 0.13741183280944824
2018-05-11 09:45:04,982 Grad is: min: -0.03366707265377045, max: 0.03825334459543228
2018-05-11 09:45:04,982 Target is: min: 0, max: 0
2018-05-11 09:45:04,982 --------------------------------------
2018-05-11 09:45:04,982 --------------------------------------
2018-05-11 09:45:04,983 Name is: layer3.1.bn2.weight
2018-05-11 09:45:04,983 Data is: min: 0.9997017979621887, max: 1.0003000497817993
2018-05-11 09:45:04,983 Grad is: min: -0.025931550189852715, max: 0.021366283297538757
2018-05-11 09:45:04,983 Target is: min: 0, max: 0
2018-05-11 09:45:04,983 --------------------------------------
2018-05-11 09:45:04,983 --------------------------------------
2018-05-11 09:45:04,983 Name is: layer3.1.bn2.bias
2018-05-11 09:45:04,984 Data is: min: -0.000297352991765365, max: 0.0003002800222020596
2018-05-11 09:45:04,984 Grad is: min: -0.017327982932329178, max: 0.017155207693576813
2018-05-11 09:45:04,984 Target is: min: 0, max: 0
2018-05-11 09:45:04,984 --------------------------------------
2018-05-11 09:45:04,984 --------------------------------------
2018-05-11 09:45:04,984 Name is: layer3.1.conv3.weight
2018-05-11 09:45:04,985 Data is: min: -0.20935457944869995, max: 0.1965307593345642
2018-05-11 09:45:04,985 Grad is: min: -0.028752237558364868, max: 0.025924062356352806
2018-05-11 09:45:04,985 Target is: min: 0, max: 0
2018-05-11 09:45:04,985 --------------------------------------
2018-05-11 09:45:04,985 --------------------------------------
2018-05-11 09:45:04,985 Name is: layer3.1.bn3.weight
2018-05-11 09:45:04,986 Data is: min: 0.9996998906135559, max: 1.0003000497817993
2018-05-11 09:45:04,986 Grad is: min: -0.01160493679344654, max: 0.013381368480622768
2018-05-11 09:45:04,986 Target is: min: 0, max: 0
2018-05-11 09:45:04,986 --------------------------------------
2018-05-11 09:45:04,986 --------------------------------------
2018-05-11 09:45:04,986 Name is: layer3.1.bn3.bias
2018-05-11 09:45:04,987 Data is: min: -0.00029999049729667604, max: 0.00030033825896680355
2018-05-11 09:45:04,987 Grad is: min: -0.006760088261216879, max: 0.008664208464324474
2018-05-11 09:45:04,987 Target is: min: 0, max: 0
2018-05-11 09:45:04,987 --------------------------------------
2018-05-11 09:45:04,987 --------------------------------------
2018-05-11 09:45:04,987 Name is: layer3.2.conv1.weight
2018-05-11 09:45:04,988 Data is: min: -0.39776182174682617, max: 0.4378509223461151
2018-05-11 09:45:04,988 Grad is: min: -0.014185809530317783, max: 0.011738515459001064
2018-05-11 09:45:04,988 Target is: min: 0, max: 0
2018-05-11 09:45:04,988 --------------------------------------
2018-05-11 09:45:04,988 --------------------------------------
2018-05-11 09:45:04,988 Name is: layer3.2.bn1.weight
2018-05-11 09:45:04,989 Data is: min: 0.999700665473938, max: 1.0002962350845337
2018-05-11 09:45:04,989 Grad is: min: -0.0132351228967309, max: 0.014798126183450222
2018-05-11 09:45:04,989 Target is: min: 0, max: 0
2018-05-11 09:45:04,989 --------------------------------------
2018-05-11 09:45:04,989 --------------------------------------
2018-05-11 09:45:04,989 Name is: layer3.2.bn1.bias
2018-05-11 09:45:04,990 Data is: min: -0.0002980652789119631, max: 0.000300051731755957
2018-05-11 09:45:04,990 Grad is: min: -0.01702955737709999, max: 0.015015553683042526
2018-05-11 09:45:04,990 Target is: min: 0, max: 0
2018-05-11 09:45:04,990 --------------------------------------
2018-05-11 09:45:04,990 --------------------------------------
2018-05-11 09:45:04,990 Name is: layer3.2.conv2.weight
2018-05-11 09:45:04,991 Data is: min: -0.13982337713241577, max: 0.1335395872592926
2018-05-11 09:45:04,991 Grad is: min: -0.027521755546331406, max: 0.02979828044772148
2018-05-11 09:45:04,991 Target is: min: 0, max: 0
2018-05-11 09:45:04,991 --------------------------------------
2018-05-11 09:45:04,991 --------------------------------------
2018-05-11 09:45:04,991 Name is: layer3.2.bn2.weight
2018-05-11 09:45:04,992 Data is: min: 0.9997034668922424, max: 1.000299334526062
2018-05-11 09:45:04,992 Grad is: min: -0.015260704793035984, max: 0.014650894328951836
2018-05-11 09:45:04,992 Target is: min: 0, max: 0
2018-05-11 09:45:04,992 --------------------------------------
2018-05-11 09:45:04,992 --------------------------------------
2018-05-11 09:45:04,992 Name is: layer3.2.bn2.bias
2018-05-11 09:45:04,993 Data is: min: -0.0003000983560923487, max: 0.0003000893339049071
2018-05-11 09:45:04,993 Grad is: min: -0.012387406080961227, max: 0.014093440026044846
2018-05-11 09:45:04,993 Target is: min: 0, max: 0
2018-05-11 09:45:04,993 --------------------------------------
2018-05-11 09:45:04,993 --------------------------------------
2018-05-11 09:45:04,993 Name is: layer3.2.conv3.weight
2018-05-11 09:45:04,994 Data is: min: -0.19867105782032013, max: 0.2170639932155609
2018-05-11 09:45:04,994 Grad is: min: -0.018417328596115112, max: 0.019100526347756386
2018-05-11 09:45:04,994 Target is: min: 0, max: 0
2018-05-11 09:45:04,994 --------------------------------------
2018-05-11 09:45:04,994 --------------------------------------
2018-05-11 09:45:04,994 Name is: layer3.2.bn3.weight
2018-05-11 09:45:04,995 Data is: min: 0.9996995329856873, max: 1.0003001689910889
2018-05-11 09:45:04,995 Grad is: min: -0.008229294791817665, max: 0.008366922847926617
2018-05-11 09:45:04,995 Target is: min: 0, max: 0
2018-05-11 09:45:04,995 --------------------------------------
2018-05-11 09:45:04,995 --------------------------------------
2018-05-11 09:45:04,995 Name is: layer3.2.bn3.bias
2018-05-11 09:45:04,996 Data is: min: -0.0003003695164807141, max: 0.00030036590760573745
2018-05-11 09:45:04,996 Grad is: min: -0.004393908195197582, max: 0.004805037751793861
2018-05-11 09:45:04,996 Target is: min: 0, max: 0
2018-05-11 09:45:04,996 --------------------------------------
2018-05-11 09:45:04,996 --------------------------------------
2018-05-11 09:45:04,996 Name is: layer3.3.conv1.weight
2018-05-11 09:45:04,997 Data is: min: -0.3801731765270233, max: 0.416301965713501
2018-05-11 09:45:04,997 Grad is: min: -0.010511044412851334, max: 0.009720397181808949
2018-05-11 09:45:04,997 Target is: min: 0, max: 0
2018-05-11 09:45:04,997 --------------------------------------
2018-05-11 09:45:04,997 --------------------------------------
2018-05-11 09:45:04,997 Name is: layer3.3.bn1.weight
2018-05-11 09:45:04,998 Data is: min: 0.9997043609619141, max: 1.0002995729446411
2018-05-11 09:45:04,998 Grad is: min: -0.010335308499634266, max: 0.011681401170790195
2018-05-11 09:45:04,998 Target is: min: 0, max: 0
2018-05-11 09:45:04,998 --------------------------------------
2018-05-11 09:45:04,998 --------------------------------------
2018-05-11 09:45:04,998 Name is: layer3.3.bn1.bias
2018-05-11 09:45:04,998 Data is: min: -0.00029923624242655933, max: 0.0002970657078549266
2018-05-11 09:45:04,999 Grad is: min: -0.009547260589897633, max: 0.012120724655687809
2018-05-11 09:45:04,999 Target is: min: 0, max: 0
2018-05-11 09:45:04,999 --------------------------------------
2018-05-11 09:45:04,999 --------------------------------------
2018-05-11 09:45:04,999 Name is: layer3.3.conv2.weight
2018-05-11 09:45:04,999 Data is: min: -0.13702818751335144, max: 0.14551600813865662
2018-05-11 09:45:05,000 Grad is: min: -0.0196628849953413, max: 0.018982525914907455
2018-05-11 09:45:05,000 Target is: min: 0, max: 0
2018-05-11 09:45:05,000 --------------------------------------
2018-05-11 09:45:05,000 --------------------------------------
2018-05-11 09:45:05,000 Name is: layer3.3.bn2.weight
2018-05-11 09:45:05,001 Data is: min: 0.9997005462646484, max: 1.0002992153167725
2018-05-11 09:45:05,001 Grad is: min: -0.011377459391951561, max: 0.01224262174218893
2018-05-11 09:45:05,001 Target is: min: 0, max: 0
2018-05-11 09:45:05,001 --------------------------------------
2018-05-11 09:45:05,001 --------------------------------------
2018-05-11 09:45:05,001 Name is: layer3.3.bn2.bias
2018-05-11 09:45:05,001 Data is: min: -0.000299701961921528, max: 0.0003001069708261639
2018-05-11 09:45:05,002 Grad is: min: -0.011004900559782982, max: 0.007294423878192902
2018-05-11 09:45:05,002 Target is: min: 0, max: 0
2018-05-11 09:45:05,002 --------------------------------------
2018-05-11 09:45:05,002 --------------------------------------
2018-05-11 09:45:05,002 Name is: layer3.3.conv3.weight
2018-05-11 09:45:05,002 Data is: min: -0.20349472761154175, max: 0.19383274018764496
2018-05-11 09:45:05,003 Grad is: min: -0.014485623687505722, max: 0.013678963296115398
2018-05-11 09:45:05,003 Target is: min: 0, max: 0
2018-05-11 09:45:05,003 --------------------------------------
2018-05-11 09:45:05,003 --------------------------------------
2018-05-11 09:45:05,003 Name is: layer3.3.bn3.weight
2018-05-11 09:45:05,003 Data is: min: 0.9996996521949768, max: 1.0003005266189575
2018-05-11 09:45:05,004 Grad is: min: -0.005514297168701887, max: 0.0065435064025223255
2018-05-11 09:45:05,004 Target is: min: 0, max: 0
2018-05-11 09:45:05,004 --------------------------------------
2018-05-11 09:45:05,004 --------------------------------------
2018-05-11 09:45:05,004 Name is: layer3.3.bn3.bias
2018-05-11 09:45:05,004 Data is: min: -0.00030021279235370457, max: 0.00030043121660128236
2018-05-11 09:45:05,005 Grad is: min: -0.004110134672373533, max: 0.003709647338837385
2018-05-11 09:45:05,005 Target is: min: 0, max: 0
2018-05-11 09:45:05,005 --------------------------------------
2018-05-11 09:45:05,005 --------------------------------------
2018-05-11 09:45:05,005 Name is: layer3.4.conv1.weight
2018-05-11 09:45:05,005 Data is: min: -0.3865721821784973, max: 0.38282081484794617
2018-05-11 09:45:05,006 Grad is: min: -0.008385907858610153, max: 0.00796215794980526
2018-05-11 09:45:05,006 Target is: min: 0, max: 0
2018-05-11 09:45:05,006 --------------------------------------
2018-05-11 09:45:05,006 --------------------------------------
2018-05-11 09:45:05,006 Name is: layer3.4.bn1.weight
2018-05-11 09:45:05,006 Data is: min: 0.9997002482414246, max: 1.0002965927124023
2018-05-11 09:45:05,007 Grad is: min: -0.00960774626582861, max: 0.009603338316082954
2018-05-11 09:45:05,007 Target is: min: 0, max: 0
2018-05-11 09:45:05,007 --------------------------------------
2018-05-11 09:45:05,007 --------------------------------------
2018-05-11 09:45:05,007 Name is: layer3.4.bn1.bias
2018-05-11 09:45:05,007 Data is: min: -0.00029836094472557306, max: 0.00029808582621626556
2018-05-11 09:45:05,008 Grad is: min: -0.00806235708296299, max: 0.008584612980484962
2018-05-11 09:45:05,008 Target is: min: 0, max: 0
2018-05-11 09:45:05,008 --------------------------------------
2018-05-11 09:45:05,008 --------------------------------------
2018-05-11 09:45:05,008 Name is: layer3.4.conv2.weight
2018-05-11 09:45:05,008 Data is: min: -0.13111364841461182, max: 0.15084145963191986
2018-05-11 09:45:05,009 Grad is: min: -0.015596296638250351, max: 0.013540100306272507
2018-05-11 09:45:05,009 Target is: min: 0, max: 0
2018-05-11 09:45:05,009 --------------------------------------
2018-05-11 09:45:05,009 --------------------------------------
2018-05-11 09:45:05,009 Name is: layer3.4.bn2.weight
2018-05-11 09:45:05,009 Data is: min: 0.9996997117996216, max: 1.0003002882003784
2018-05-11 09:45:05,010 Grad is: min: -0.00756806368008256, max: 0.009295417927205563
2018-05-11 09:45:05,010 Target is: min: 0, max: 0
2018-05-11 09:45:05,010 --------------------------------------
2018-05-11 09:45:05,010 --------------------------------------
2018-05-11 09:45:05,010 Name is: layer3.4.bn2.bias
2018-05-11 09:45:05,010 Data is: min: -0.00029833216103725135, max: 0.00029917529900558293
2018-05-11 09:45:05,011 Grad is: min: -0.006686940789222717, max: 0.005492214113473892
2018-05-11 09:45:05,011 Target is: min: 0, max: 0
2018-05-11 09:45:05,011 --------------------------------------
2018-05-11 09:45:05,011 --------------------------------------
2018-05-11 09:45:05,011 Name is: layer3.4.conv3.weight
2018-05-11 09:45:05,011 Data is: min: -0.2076697200536728, max: 0.20325106382369995
2018-05-11 09:45:05,012 Grad is: min: -0.012323837727308273, max: 0.010513482615351677
2018-05-11 09:45:05,012 Target is: min: 0, max: 0
2018-05-11 09:45:05,012 --------------------------------------
2018-05-11 09:45:05,012 --------------------------------------
2018-05-11 09:45:05,012 Name is: layer3.4.bn3.weight
2018-05-11 09:45:05,012 Data is: min: 0.9996996521949768, max: 1.0003002882003784
2018-05-11 09:45:05,013 Grad is: min: -0.0055801281705498695, max: 0.005163656082004309
2018-05-11 09:45:05,013 Target is: min: 0, max: 0
2018-05-11 09:45:05,013 --------------------------------------
2018-05-11 09:45:05,013 --------------------------------------
2018-05-11 09:45:05,013 Name is: layer3.4.bn3.bias
2018-05-11 09:45:05,013 Data is: min: -0.00029991913470439613, max: 0.000300256215268746
2018-05-11 09:45:05,013 Grad is: min: -0.0031538615003228188, max: 0.0029677306301891804
2018-05-11 09:45:05,014 Target is: min: 0, max: 0
2018-05-11 09:45:05,014 --------------------------------------
2018-05-11 09:45:05,014 --------------------------------------
2018-05-11 09:45:05,014 Name is: layer3.5.conv1.weight
2018-05-11 09:45:05,014 Data is: min: -0.4035140872001648, max: 0.4354551434516907
2018-05-11 09:45:05,015 Grad is: min: -0.006530852057039738, max: 0.007180853746831417
2018-05-11 09:45:05,015 Target is: min: 0, max: 0
2018-05-11 09:45:05,015 --------------------------------------
2018-05-11 09:45:05,015 --------------------------------------
2018-05-11 09:45:05,015 Name is: layer3.5.bn1.weight
2018-05-11 09:45:05,015 Data is: min: 0.9996999502182007, max: 1.0002959966659546
2018-05-11 09:45:05,016 Grad is: min: -0.00875355675816536, max: 0.007797097321599722
2018-05-11 09:45:05,016 Target is: min: 0, max: 0
2018-05-11 09:45:05,016 --------------------------------------
2018-05-11 09:45:05,016 --------------------------------------
2018-05-11 09:45:05,016 Name is: layer3.5.bn1.bias
2018-05-11 09:45:05,016 Data is: min: -0.0003001715231221169, max: 0.00029967029695399106
2018-05-11 09:45:05,016 Grad is: min: -0.007542962208390236, max: 0.006479927338659763
2018-05-11 09:45:05,017 Target is: min: 0, max: 0
2018-05-11 09:45:05,017 --------------------------------------
2018-05-11 09:45:05,017 --------------------------------------
2018-05-11 09:45:05,017 Name is: layer3.5.conv2.weight
2018-05-11 09:45:05,017 Data is: min: -0.1387144923210144, max: 0.14097194373607635
2018-05-11 09:45:05,018 Grad is: min: -0.01202758401632309, max: 0.012837995775043964
2018-05-11 09:45:05,018 Target is: min: 0, max: 0
2018-05-11 09:45:05,018 --------------------------------------
2018-05-11 09:45:05,018 --------------------------------------
2018-05-11 09:45:05,018 Name is: layer3.5.bn2.weight
2018-05-11 09:45:05,018 Data is: min: 0.9997001886367798, max: 1.0002995729446411
2018-05-11 09:45:05,018 Grad is: min: -0.007952701300382614, max: 0.006689122412353754
2018-05-11 09:45:05,019 Target is: min: 0, max: 0
2018-05-11 09:45:05,019 --------------------------------------
2018-05-11 09:45:05,019 --------------------------------------
2018-05-11 09:45:05,019 Name is: layer3.5.bn2.bias
2018-05-11 09:45:05,019 Data is: min: -0.00030017466633580625, max: 0.00029777816962450743
2018-05-11 09:45:05,019 Grad is: min: -0.005753484554588795, max: 0.004247416742146015
2018-05-11 09:45:05,020 Target is: min: 0, max: 0
2018-05-11 09:45:05,020 --------------------------------------
2018-05-11 09:45:05,020 --------------------------------------
2018-05-11 09:45:05,020 Name is: layer3.5.conv3.weight
2018-05-11 09:45:05,020 Data is: min: -0.20550283789634705, max: 0.20035457611083984
2018-05-11 09:45:05,020 Grad is: min: -0.010988062247633934, max: 0.009701906703412533
2018-05-11 09:45:05,021 Target is: min: 0, max: 0
2018-05-11 09:45:05,021 --------------------------------------
2018-05-11 09:45:05,021 --------------------------------------
2018-05-11 09:45:05,021 Name is: layer3.5.bn3.weight
2018-05-11 09:45:05,021 Data is: min: 0.9996999502182007, max: 1.0003002882003784
2018-05-11 09:45:05,021 Grad is: min: -0.0033304220996797085, max: 0.003938994370400906
2018-05-11 09:45:05,022 Target is: min: 0, max: 0
2018-05-11 09:45:05,022 --------------------------------------
2018-05-11 09:45:05,022 --------------------------------------
2018-05-11 09:45:05,022 Name is: layer3.5.bn3.bias
2018-05-11 09:45:05,022 Data is: min: -0.000300382700515911, max: 0.00030026710010133684
2018-05-11 09:45:05,022 Grad is: min: -0.0018689194694161415, max: 0.001863111276179552
2018-05-11 09:45:05,023 Target is: min: 0, max: 0
2018-05-11 09:45:05,023 --------------------------------------
2018-05-11 09:45:05,023 --------------------------------------
2018-05-11 09:45:05,023 Name is: layer4.0.conv1.weight
2018-05-11 09:45:05,023 Data is: min: -0.27641794085502625, max: 0.2799762487411499
2018-05-11 09:45:05,023 Grad is: min: -0.008173278532922268, max: 0.00717466464266181
2018-05-11 09:45:05,024 Target is: min: 0, max: 0
2018-05-11 09:45:05,024 --------------------------------------
2018-05-11 09:45:05,024 --------------------------------------
2018-05-11 09:45:05,024 Name is: layer4.0.bn1.weight
2018-05-11 09:45:05,024 Data is: min: 0.9997000098228455, max: 1.0003002882003784
2018-05-11 09:45:05,024 Grad is: min: -0.010392185300588608, max: 0.006342319305986166
2018-05-11 09:45:05,025 Target is: min: 0, max: 0
2018-05-11 09:45:05,025 --------------------------------------
2018-05-11 09:45:05,025 --------------------------------------
2018-05-11 09:45:05,025 Name is: layer4.0.bn1.bias
2018-05-11 09:45:05,025 Data is: min: -0.0002996681723743677, max: 0.00030024300212971866
2018-05-11 09:45:05,025 Grad is: min: -0.00661613792181015, max: 0.006110303103923798
2018-05-11 09:45:05,026 Target is: min: 0, max: 0
2018-05-11 09:45:05,026 --------------------------------------
2018-05-11 09:45:05,026 --------------------------------------
2018-05-11 09:45:05,026 Name is: layer4.0.conv2.weight
2018-05-11 09:45:05,026 Data is: min: -0.10450749099254608, max: 0.10674529522657394
2018-05-11 09:45:05,027 Grad is: min: -0.012755422852933407, max: 0.01321816723793745
2018-05-11 09:45:05,027 Target is: min: 0, max: 0
2018-05-11 09:45:05,027 --------------------------------------
2018-05-11 09:45:05,027 --------------------------------------
2018-05-11 09:45:05,027 Name is: layer4.0.bn2.weight
2018-05-11 09:45:05,027 Data is: min: 0.9996999502182007, max: 1.0003001689910889
2018-05-11 09:45:05,028 Grad is: min: -0.0064256275072693825, max: 0.005514589138329029
2018-05-11 09:45:05,028 Target is: min: 0, max: 0
2018-05-11 09:45:05,028 --------------------------------------
2018-05-11 09:45:05,028 --------------------------------------
2018-05-11 09:45:05,028 Name is: layer4.0.bn2.bias
2018-05-11 09:45:05,028 Data is: min: -0.0003004391910508275, max: 0.00029991925111971796
2018-05-11 09:45:05,029 Grad is: min: -0.003988177049905062, max: 0.004595275968313217
2018-05-11 09:45:05,029 Target is: min: 0, max: 0
2018-05-11 09:45:05,029 --------------------------------------
2018-05-11 09:45:05,029 --------------------------------------
2018-05-11 09:45:05,029 Name is: layer4.0.conv3.weight
2018-05-11 09:45:05,029 Data is: min: -0.15776267647743225, max: 0.15754608809947968
2018-05-11 09:45:05,030 Grad is: min: -0.009703271090984344, max: 0.008237620815634727
2018-05-11 09:45:05,030 Target is: min: 0, max: 0
2018-05-11 09:45:05,030 --------------------------------------
2018-05-11 09:45:05,030 --------------------------------------
2018-05-11 09:45:05,030 Name is: layer4.0.bn3.weight
2018-05-11 09:45:05,030 Data is: min: 0.9996995329856873, max: 1.0003005266189575
2018-05-11 09:45:05,031 Grad is: min: -0.007746084593236446, max: 0.00805951189249754
2018-05-11 09:45:05,031 Target is: min: 0, max: 0
2018-05-11 09:45:05,031 --------------------------------------
2018-05-11 09:45:05,031 --------------------------------------
2018-05-11 09:45:05,031 Name is: layer4.0.bn3.bias
2018-05-11 09:45:05,031 Data is: min: -0.0003004844766110182, max: 0.0003004810423590243
2018-05-11 09:45:05,032 Grad is: min: -0.009923851117491722, max: 0.009980456903576851
2018-05-11 09:45:05,032 Target is: min: 0, max: 0
2018-05-11 09:45:05,032 --------------------------------------
2018-05-11 09:45:05,032 --------------------------------------
2018-05-11 09:45:05,032 Name is: layer4.0.downsample.0.weight
2018-05-11 09:45:05,032 Data is: min: -0.14990031719207764, max: 0.17974399030208588
2018-05-11 09:45:05,033 Grad is: min: -0.006782569456845522, max: 0.007706913165748119
2018-05-11 09:45:05,033 Target is: min: 0, max: 0
2018-05-11 09:45:05,033 --------------------------------------
2018-05-11 09:45:05,033 --------------------------------------
2018-05-11 09:45:05,033 Name is: layer4.0.downsample.1.weight
2018-05-11 09:45:05,034 Data is: min: 0.9996994733810425, max: 1.0003005266189575
2018-05-11 09:45:05,034 Grad is: min: -0.007301383186131716, max: 0.007098741363734007
2018-05-11 09:45:05,034 Target is: min: 0, max: 0
2018-05-11 09:45:05,034 --------------------------------------
2018-05-11 09:45:05,034 --------------------------------------
2018-05-11 09:45:05,034 Name is: layer4.0.downsample.1.bias
2018-05-11 09:45:05,035 Data is: min: -0.0003004844766110182, max: 0.0003004810423590243
2018-05-11 09:45:05,035 Grad is: min: -0.009923851117491722, max: 0.009980456903576851
2018-05-11 09:45:05,035 Target is: min: 0, max: 0
2018-05-11 09:45:05,035 --------------------------------------
2018-05-11 09:45:05,035 --------------------------------------
2018-05-11 09:45:05,035 Name is: layer4.1.conv1.weight
2018-05-11 09:45:05,036 Data is: min: -0.3068222999572754, max: 0.3028855323791504
2018-05-11 09:45:05,036 Grad is: min: -0.004064055625349283, max: 0.003817032789811492
2018-05-11 09:45:05,036 Target is: min: 0, max: 0
2018-05-11 09:45:05,036 --------------------------------------
2018-05-11 09:45:05,036 --------------------------------------
2018-05-11 09:45:05,036 Name is: layer4.1.bn1.weight
2018-05-11 09:45:05,037 Data is: min: 0.9996998310089111, max: 1.0003002882003784
2018-05-11 09:45:05,037 Grad is: min: -0.0047919414937496185, max: 0.00443668756633997
2018-05-11 09:45:05,037 Target is: min: 0, max: 0
2018-05-11 09:45:05,037 --------------------------------------
2018-05-11 09:45:05,037 --------------------------------------
2018-05-11 09:45:05,037 Name is: layer4.1.bn1.bias
2018-05-11 09:45:05,038 Data is: min: -0.00030021267593838274, max: 0.0002998684940394014
2018-05-11 09:45:05,038 Grad is: min: -0.004364171996712685, max: 0.004642221610993147
2018-05-11 09:45:05,038 Target is: min: 0, max: 0
2018-05-11 09:45:05,038 --------------------------------------
2018-05-11 09:45:05,038 --------------------------------------
2018-05-11 09:45:05,038 Name is: layer4.1.conv2.weight
2018-05-11 09:45:05,039 Data is: min: -0.10267623513936996, max: 0.11031666398048401
2018-05-11 09:45:05,039 Grad is: min: -0.009688540361821651, max: 0.010929964482784271
2018-05-11 09:45:05,039 Target is: min: 0, max: 0
2018-05-11 09:45:05,039 --------------------------------------
2018-05-11 09:45:05,039 --------------------------------------
2018-05-11 09:45:05,040 Name is: layer4.1.bn2.weight
2018-05-11 09:45:05,040 Data is: min: 0.999699592590332, max: 1.0002999305725098
2018-05-11 09:45:05,040 Grad is: min: -0.0039559341967105865, max: 0.004294894635677338
2018-05-11 09:45:05,040 Target is: min: 0, max: 0
2018-05-11 09:45:05,040 --------------------------------------
2018-05-11 09:45:05,040 --------------------------------------
2018-05-11 09:45:05,041 Name is: layer4.1.bn2.bias
2018-05-11 09:45:05,041 Data is: min: -0.0003003978927154094, max: 0.0003001212899107486
2018-05-11 09:45:05,041 Grad is: min: -0.005007036030292511, max: 0.003947683144360781
2018-05-11 09:45:05,041 Target is: min: 0, max: 0
2018-05-11 09:45:05,041 --------------------------------------
2018-05-11 09:45:05,041 --------------------------------------
2018-05-11 09:45:05,041 Name is: layer4.1.conv3.weight
2018-05-11 09:45:05,042 Data is: min: -0.1528099775314331, max: 0.15408086776733398
2018-05-11 09:45:05,042 Grad is: min: -0.006985340267419815, max: 0.006627618335187435
2018-05-11 09:45:05,042 Target is: min: 0, max: 0
2018-05-11 09:45:05,042 --------------------------------------
2018-05-11 09:45:05,043 --------------------------------------
2018-05-11 09:45:05,043 Name is: layer4.1.bn3.weight
2018-05-11 09:45:05,043 Data is: min: 0.9996994733810425, max: 1.0003005266189575
2018-05-11 09:45:05,043 Grad is: min: -0.008311490528285503, max: 0.007820934988558292
2018-05-11 09:45:05,043 Target is: min: 0, max: 0
2018-05-11 09:45:05,043 --------------------------------------
2018-05-11 09:45:05,044 --------------------------------------
2018-05-11 09:45:05,044 Name is: layer4.1.bn3.bias
2018-05-11 09:45:05,044 Data is: min: -0.00030048773624002934, max: 0.00030048281769268215
2018-05-11 09:45:05,044 Grad is: min: -0.01383086945861578, max: 0.013248785398900509
2018-05-11 09:45:05,044 Target is: min: 0, max: 0
2018-05-11 09:45:05,044 --------------------------------------
2018-05-11 09:45:05,045 --------------------------------------
2018-05-11 09:45:05,045 Name is: layer4.2.conv1.weight
2018-05-11 09:45:05,045 Data is: min: -0.304336279630661, max: 0.32106640934944153
2018-05-11 09:45:05,045 Grad is: min: -0.0028289940673857927, max: 0.002589251846075058
2018-05-11 09:45:05,046 Target is: min: 0, max: 0
2018-05-11 09:45:05,046 --------------------------------------
2018-05-11 09:45:05,046 --------------------------------------
2018-05-11 09:45:05,046 Name is: layer4.2.bn1.weight
2018-05-11 09:45:05,046 Data is: min: 0.9997016191482544, max: 1.0002998113632202
2018-05-11 09:45:05,046 Grad is: min: -0.004576825071126223, max: 0.00334549555554986
2018-05-11 09:45:05,046 Target is: min: 0, max: 0
2018-05-11 09:45:05,047 --------------------------------------
2018-05-11 09:45:05,047 --------------------------------------
2018-05-11 09:45:05,047 Name is: layer4.2.bn1.bias
2018-05-11 09:45:05,047 Data is: min: -0.000298981845844537, max: 0.00029972457559779286
2018-05-11 09:45:05,047 Grad is: min: -0.0031322708819061518, max: 0.0028859907761216164
2018-05-11 09:45:05,047 Target is: min: 0, max: 0
2018-05-11 09:45:05,048 --------------------------------------
2018-05-11 09:45:05,048 --------------------------------------
2018-05-11 09:45:05,048 Name is: layer4.2.conv2.weight
2018-05-11 09:45:05,048 Data is: min: -0.1079760268330574, max: 0.10248181223869324
2018-05-11 09:45:05,049 Grad is: min: -0.00759441964328289, max: 0.006732070352882147
2018-05-11 09:45:05,049 Target is: min: 0, max: 0
2018-05-11 09:45:05,049 --------------------------------------
2018-05-11 09:45:05,049 --------------------------------------
2018-05-11 09:45:05,049 Name is: layer4.2.bn2.weight
2018-05-11 09:45:05,049 Data is: min: 0.9997005462646484, max: 1.0002989768981934
2018-05-11 09:45:05,050 Grad is: min: -0.0029848639387637377, max: 0.002908815396949649
2018-05-11 09:45:05,050 Target is: min: 0, max: 0
2018-05-11 09:45:05,050 --------------------------------------
2018-05-11 09:45:05,050 --------------------------------------
2018-05-11 09:45:05,050 Name is: layer4.2.bn2.bias
2018-05-11 09:45:05,050 Data is: min: -0.0003003313031513244, max: 0.000299532781355083
2018-05-11 09:45:05,050 Grad is: min: -0.0026114170905202627, max: 0.0020390013232827187
2018-05-11 09:45:05,051 Target is: min: 0, max: 0
2018-05-11 09:45:05,051 --------------------------------------
2018-05-11 09:45:05,051 --------------------------------------
2018-05-11 09:45:05,051 Name is: layer4.2.conv3.weight
2018-05-11 09:45:05,051 Data is: min: -0.16235344111919403, max: 0.15530630946159363
2018-05-11 09:45:05,052 Grad is: min: -0.005192479584366083, max: 0.004895271733403206
2018-05-11 09:45:05,052 Target is: min: 0, max: 0
2018-05-11 09:45:05,052 --------------------------------------
2018-05-11 09:45:05,052 --------------------------------------
2018-05-11 09:45:05,052 Name is: layer4.2.bn3.weight
2018-05-11 09:45:05,052 Data is: min: 0.9996995329856873, max: 1.0003005266189575
2018-05-11 09:45:05,053 Grad is: min: -0.0073318202048540115, max: 0.006914770696312189
2018-05-11 09:45:05,053 Target is: min: 0, max: 0
2018-05-11 09:45:05,053 --------------------------------------
2018-05-11 09:45:05,053 --------------------------------------
2018-05-11 09:45:05,053 Name is: layer4.2.bn3.bias
2018-05-11 09:45:05,053 Data is: min: -0.000300435844110325, max: 0.0003004825266543776
2018-05-11 09:45:05,054 Grad is: min: -0.016990263015031815, max: 0.018247095867991447
2018-05-11 09:45:05,054 Target is: min: 0, max: 0
2018-05-11 09:45:05,054 --------------------------------------
2018-05-11 09:45:05,054 --------------------------------------
2018-05-11 09:45:05,054 Name is: fc.weight
2018-05-11 09:45:05,054 Data is: min: -0.02239697426557541, max: 0.02238328941166401
2018-05-11 09:45:05,055 Grad is: min: -1.1725399494171143, max: 0.03344661742448807
2018-05-11 09:45:05,055 Target is: min: 0, max: 0
2018-05-11 09:45:05,055 --------------------------------------
2018-05-11 09:45:05,055 --------------------------------------
2018-05-11 09:45:05,055 Name is: fc.bias
2018-05-11 09:45:05,055 Data is: min: -0.021609045565128326, max: 0.0217283945530653
2018-05-11 09:45:05,056 Grad is: min: -0.9892825484275818, max: 0.01913495548069477
2018-05-11 09:45:05,056 Target is: min: 0, max: 0
2018-05-11 09:45:05,056 --------------------------------------
2018-05-11 09:45:05,056 -- RUNNING_LOSS: 4.582925796508789
2018-05-11 09:45:05,056 -- ITERATION: 3
2018-05-11 09:45:05,140 --------------------------------------
2018-05-11 09:45:05,140 Name is: conv1.weight
2018-05-11 09:45:05,141 Data is: min: -0.10905522853136063, max: 0.09904502332210541
2018-05-11 09:45:05,141 Grad is: min: -11.743123054504395, max: 9.619787216186523
2018-05-11 09:45:05,141 Target is: min: 0, max: 0
2018-05-11 09:45:05,141 --------------------------------------
2018-05-11 09:45:05,142 --------------------------------------
2018-05-11 09:45:05,142 Name is: bn1.weight
2018-05-11 09:45:05,142 Data is: min: 0.9996365904808044, max: 1.0003361701965332
2018-05-11 09:45:05,143 Grad is: min: -0.7491859793663025, max: 0.8103427886962891
2018-05-11 09:45:05,143 Target is: min: 0, max: 0
2018-05-11 09:45:05,143 --------------------------------------
2018-05-11 09:45:05,143 --------------------------------------
2018-05-11 09:45:05,143 Name is: bn1.bias
2018-05-11 09:45:05,144 Data is: min: -0.00036912845098413527, max: 0.00035426870454102755
2018-05-11 09:45:05,144 Grad is: min: -0.5280718207359314, max: 0.5228046774864197
2018-05-11 09:45:05,144 Target is: min: 0, max: 0
2018-05-11 09:45:05,144 --------------------------------------
2018-05-11 09:45:05,145 --------------------------------------
2018-05-11 09:45:05,145 Name is: layer1.0.conv1.weight
2018-05-11 09:45:05,145 Data is: min: -0.6506295204162598, max: 0.5567336678504944
2018-05-11 09:45:05,146 Grad is: min: -0.9923891425132751, max: 0.7993423938751221
2018-05-11 09:45:05,146 Target is: min: 0, max: 0
2018-05-11 09:45:05,146 --------------------------------------
2018-05-11 09:45:05,146 --------------------------------------
2018-05-11 09:45:05,146 Name is: layer1.0.bn1.weight
2018-05-11 09:45:05,147 Data is: min: 0.9996070265769958, max: 1.000390887260437
2018-05-11 09:45:05,147 Grad is: min: -0.7488506436347961, max: 0.6642851233482361
2018-05-11 09:45:05,147 Target is: min: 0, max: 0
2018-05-11 09:45:05,147 --------------------------------------
2018-05-11 09:45:05,148 --------------------------------------
2018-05-11 09:45:05,148 Name is: layer1.0.bn1.bias
2018-05-11 09:45:05,148 Data is: min: -0.00039028970059007406, max: 0.0003991715784650296
2018-05-11 09:45:05,148 Grad is: min: -0.4887041747570038, max: 0.5494426488876343
2018-05-11 09:45:05,149 Target is: min: 0, max: 0
2018-05-11 09:45:05,149 --------------------------------------
2018-05-11 09:45:05,149 --------------------------------------
2018-05-11 09:45:05,149 Name is: layer1.0.conv2.weight
2018-05-11 09:45:05,150 Data is: min: -0.23844857513904572, max: 0.2163451910018921
2018-05-11 09:45:05,150 Grad is: min: -0.8885196447372437, max: 0.7872937917709351
2018-05-11 09:45:05,150 Target is: min: 0, max: 0
2018-05-11 09:45:05,150 --------------------------------------
2018-05-11 09:45:05,150 --------------------------------------
2018-05-11 09:45:05,151 Name is: layer1.0.bn2.weight
2018-05-11 09:45:05,151 Data is: min: 0.999625027179718, max: 1.0003812313079834
2018-05-11 09:45:05,151 Grad is: min: -0.4423019587993622, max: 0.41638466715812683
2018-05-11 09:45:05,152 Target is: min: 0, max: 0
2018-05-11 09:45:05,152 --------------------------------------
2018-05-11 09:45:05,152 --------------------------------------
2018-05-11 09:45:05,152 Name is: layer1.0.bn2.bias
2018-05-11 09:45:05,152 Data is: min: -0.0003475250559858978, max: 0.00037335677188821137
2018-05-11 09:45:05,153 Grad is: min: -0.40857812762260437, max: 0.34454023838043213
2018-05-11 09:45:05,153 Target is: min: 0, max: 0
2018-05-11 09:45:05,153 --------------------------------------
2018-05-11 09:45:05,153 --------------------------------------
2018-05-11 09:45:05,153 Name is: layer1.0.conv3.weight
2018-05-11 09:45:05,154 Data is: min: -0.3403189480304718, max: 0.35427048802375793
2018-05-11 09:45:05,154 Grad is: min: -0.5880877375602722, max: 0.6296838521957397
2018-05-11 09:45:05,154 Target is: min: 0, max: 0
2018-05-11 09:45:05,154 --------------------------------------
2018-05-11 09:45:05,155 --------------------------------------
2018-05-11 09:45:05,155 Name is: layer1.0.bn3.weight
2018-05-11 09:45:05,155 Data is: min: 0.9996050596237183, max: 1.0003993511199951
2018-05-11 09:45:05,156 Grad is: min: -0.19071581959724426, max: 0.22563841938972473
2018-05-11 09:45:05,156 Target is: min: 0, max: 0
2018-05-11 09:45:05,156 --------------------------------------
2018-05-11 09:45:05,156 --------------------------------------
2018-05-11 09:45:05,156 Name is: layer1.0.bn3.bias
2018-05-11 09:45:05,156 Data is: min: -0.00039220385951921344, max: 0.0003898717404808849
2018-05-11 09:45:05,157 Grad is: min: -0.19423915445804596, max: 0.15337130427360535
2018-05-11 09:45:05,157 Target is: min: 0, max: 0
2018-05-11 09:45:05,157 --------------------------------------
2018-05-11 09:45:05,157 --------------------------------------
2018-05-11 09:45:05,157 Name is: layer1.0.downsample.0.weight
2018-05-11 09:45:05,158 Data is: min: -0.362463116645813, max: 0.35237982869148254
2018-05-11 09:45:05,158 Grad is: min: -0.8205570578575134, max: 0.7738809585571289
2018-05-11 09:45:05,158 Target is: min: 0, max: 0
2018-05-11 09:45:05,159 --------------------------------------
2018-05-11 09:45:05,159 --------------------------------------
2018-05-11 09:45:05,159 Name is: layer1.0.downsample.1.weight
2018-05-11 09:45:05,159 Data is: min: 0.9996170401573181, max: 1.0003955364227295
2018-05-11 09:45:05,160 Grad is: min: -0.22571195662021637, max: 0.25873109698295593
2018-05-11 09:45:05,160 Target is: min: 0, max: 0
2018-05-11 09:45:05,160 --------------------------------------
2018-05-11 09:45:05,160 --------------------------------------
2018-05-11 09:45:05,160 Name is: layer1.0.downsample.1.bias
2018-05-11 09:45:05,161 Data is: min: -0.00039220385951921344, max: 0.0003898717404808849
2018-05-11 09:45:05,161 Grad is: min: -0.19423915445804596, max: 0.15337130427360535
2018-05-11 09:45:05,161 Target is: min: 0, max: 0
2018-05-11 09:45:05,161 --------------------------------------
2018-05-11 09:45:05,161 --------------------------------------
2018-05-11 09:45:05,162 Name is: layer1.1.conv1.weight
2018-05-11 09:45:05,162 Data is: min: -0.7397931814193726, max: 0.6869657635688782
2018-05-11 09:45:05,162 Grad is: min: -0.3871018886566162, max: 0.2822837233543396
2018-05-11 09:45:05,163 Target is: min: 0, max: 0
2018-05-11 09:45:05,163 --------------------------------------
2018-05-11 09:45:05,163 --------------------------------------
2018-05-11 09:45:05,163 Name is: layer1.1.bn1.weight
2018-05-11 09:45:05,163 Data is: min: 0.9996141791343689, max: 1.0003933906555176
2018-05-11 09:45:05,164 Grad is: min: -0.37380996346473694, max: 0.368272066116333
2018-05-11 09:45:05,164 Target is: min: 0, max: 0
2018-05-11 09:45:05,164 --------------------------------------
2018-05-11 09:45:05,164 --------------------------------------
2018-05-11 09:45:05,164 Name is: layer1.1.bn1.bias
2018-05-11 09:45:05,165 Data is: min: -0.0003744347777683288, max: 0.00037447374779731035
2018-05-11 09:45:05,165 Grad is: min: -0.3076688349246979, max: 0.30808162689208984
2018-05-11 09:45:05,165 Target is: min: 0, max: 0
2018-05-11 09:45:05,165 --------------------------------------
2018-05-11 09:45:05,165 --------------------------------------
2018-05-11 09:45:05,165 Name is: layer1.1.conv2.weight
2018-05-11 09:45:05,166 Data is: min: -0.2604159712791443, max: 0.22577619552612305
2018-05-11 09:45:05,166 Grad is: min: -0.4003375768661499, max: 0.40154460072517395
2018-05-11 09:45:05,166 Target is: min: 0, max: 0
2018-05-11 09:45:05,167 --------------------------------------
2018-05-11 09:45:05,167 --------------------------------------
2018-05-11 09:45:05,167 Name is: layer1.1.bn2.weight
2018-05-11 09:45:05,167 Data is: min: 0.9996100068092346, max: 1.0003832578659058
2018-05-11 09:45:05,168 Grad is: min: -0.29270556569099426, max: 0.24072028696537018
2018-05-11 09:45:05,168 Target is: min: 0, max: 0
2018-05-11 09:45:05,168 --------------------------------------
2018-05-11 09:45:05,168 --------------------------------------
2018-05-11 09:45:05,168 Name is: layer1.1.bn2.bias
2018-05-11 09:45:05,168 Data is: min: -0.0003736684157047421, max: 0.0003878649149555713
2018-05-11 09:45:05,169 Grad is: min: -0.17667967081069946, max: 0.17270568013191223
2018-05-11 09:45:05,169 Target is: min: 0, max: 0
2018-05-11 09:45:05,169 --------------------------------------
2018-05-11 09:45:05,169 --------------------------------------
2018-05-11 09:45:05,169 Name is: layer1.1.conv3.weight
2018-05-11 09:45:05,170 Data is: min: -0.37139269709587097, max: 0.3656013011932373
2018-05-11 09:45:05,170 Grad is: min: -0.31070294976234436, max: 0.3476283550262451
2018-05-11 09:45:05,170 Target is: min: 0, max: 0
2018-05-11 09:45:05,170 --------------------------------------
2018-05-11 09:45:05,171 --------------------------------------
2018-05-11 09:45:05,171 Name is: layer1.1.bn3.weight
2018-05-11 09:45:05,171 Data is: min: 0.9996009469032288, max: 1.0003905296325684
2018-05-11 09:45:05,171 Grad is: min: -0.145640030503273, max: 0.14815472066402435
2018-05-11 09:45:05,172 Target is: min: 0, max: 0
2018-05-11 09:45:05,172 --------------------------------------
2018-05-11 09:45:05,172 --------------------------------------
2018-05-11 09:45:05,172 Name is: layer1.1.bn3.bias
2018-05-11 09:45:05,172 Data is: min: -0.0003994547587353736, max: 0.00038736494025215507
2018-05-11 09:45:05,173 Grad is: min: -0.08474715799093246, max: 0.10938025265932083
2018-05-11 09:45:05,173 Target is: min: 0, max: 0
2018-05-11 09:45:05,173 --------------------------------------
2018-05-11 09:45:05,173 --------------------------------------
2018-05-11 09:45:05,173 Name is: layer1.2.conv1.weight
2018-05-11 09:45:05,174 Data is: min: -0.729771077632904, max: 0.7825179696083069
2018-05-11 09:45:05,174 Grad is: min: -0.16364404559135437, max: 0.17487533390522003
2018-05-11 09:45:05,174 Target is: min: 0, max: 0
2018-05-11 09:45:05,174 --------------------------------------
2018-05-11 09:45:05,174 --------------------------------------
2018-05-11 09:45:05,175 Name is: layer1.2.bn1.weight
2018-05-11 09:45:05,175 Data is: min: 0.9996045231819153, max: 1.0003865957260132
2018-05-11 09:45:05,175 Grad is: min: -0.28115835785865784, max: 0.2237010896205902
2018-05-11 09:45:05,175 Target is: min: 0, max: 0
2018-05-11 09:45:05,176 --------------------------------------
2018-05-11 09:45:05,176 --------------------------------------
2018-05-11 09:45:05,176 Name is: layer1.2.bn1.bias
2018-05-11 09:45:05,176 Data is: min: -0.00035955620114691556, max: 0.00039878420648165047
2018-05-11 09:45:05,176 Grad is: min: -0.16453807055950165, max: 0.15115073323249817
2018-05-11 09:45:05,177 Target is: min: 0, max: 0
2018-05-11 09:45:05,177 --------------------------------------
2018-05-11 09:45:05,177 --------------------------------------
2018-05-11 09:45:05,177 Name is: layer1.2.conv2.weight
2018-05-11 09:45:05,177 Data is: min: -0.24005256593227386, max: 0.22542400658130646
2018-05-11 09:45:05,178 Grad is: min: -0.30165746808052063, max: 0.30055928230285645
2018-05-11 09:45:05,178 Target is: min: 0, max: 0
2018-05-11 09:45:05,178 --------------------------------------
2018-05-11 09:45:05,178 --------------------------------------
2018-05-11 09:45:05,178 Name is: layer1.2.bn2.weight
2018-05-11 09:45:05,179 Data is: min: 0.9996007084846497, max: 1.0003737211227417
2018-05-11 09:45:05,179 Grad is: min: -0.15899544954299927, max: 0.17235243320465088
2018-05-11 09:45:05,179 Target is: min: 0, max: 0
2018-05-11 09:45:05,179 --------------------------------------
2018-05-11 09:45:05,179 --------------------------------------
2018-05-11 09:45:05,179 Name is: layer1.2.bn2.bias
2018-05-11 09:45:05,180 Data is: min: -0.00037267644074745476, max: 0.0003497130237519741
2018-05-11 09:45:05,180 Grad is: min: -0.1752370297908783, max: 0.16810151934623718
2018-05-11 09:45:05,180 Target is: min: 0, max: 0
2018-05-11 09:45:05,180 --------------------------------------
2018-05-11 09:45:05,181 --------------------------------------
2018-05-11 09:45:05,181 Name is: layer1.2.conv3.weight
2018-05-11 09:45:05,181 Data is: min: -0.3463844060897827, max: 0.35800716280937195
2018-05-11 09:45:05,181 Grad is: min: -0.2696657180786133, max: 0.22579674422740936
2018-05-11 09:45:05,182 Target is: min: 0, max: 0
2018-05-11 09:45:05,182 --------------------------------------
2018-05-11 09:45:05,182 --------------------------------------
2018-05-11 09:45:05,182 Name is: layer1.2.bn3.weight
2018-05-11 09:45:05,182 Data is: min: 0.9996066093444824, max: 1.000379204750061
2018-05-11 09:45:05,183 Grad is: min: -0.11148127168416977, max: 0.11158664524555206
2018-05-11 09:45:05,183 Target is: min: 0, max: 0
2018-05-11 09:45:05,183 --------------------------------------
2018-05-11 09:45:05,183 --------------------------------------
2018-05-11 09:45:05,183 Name is: layer1.2.bn3.bias
2018-05-11 09:45:05,183 Data is: min: -0.00040104243089444935, max: 0.0003923586627934128
2018-05-11 09:45:05,184 Grad is: min: -0.06304719299077988, max: 0.05938175693154335
2018-05-11 09:45:05,184 Target is: min: 0, max: 0
2018-05-11 09:45:05,184 --------------------------------------
2018-05-11 09:45:05,184 --------------------------------------
2018-05-11 09:45:05,184 Name is: layer2.0.conv1.weight
2018-05-11 09:45:05,185 Data is: min: -0.4890885055065155, max: 0.5268326997756958
2018-05-11 09:45:05,185 Grad is: min: -0.15434521436691284, max: 0.13107238709926605
2018-05-11 09:45:05,185 Target is: min: 0, max: 0
2018-05-11 09:45:05,185 --------------------------------------
2018-05-11 09:45:05,185 --------------------------------------
2018-05-11 09:45:05,186 Name is: layer2.0.bn1.weight
2018-05-11 09:45:05,186 Data is: min: 0.9996107816696167, max: 1.0003896951675415
2018-05-11 09:45:05,186 Grad is: min: -0.17947141826152802, max: 0.15514005720615387
2018-05-11 09:45:05,186 Target is: min: 0, max: 0
2018-05-11 09:45:05,187 --------------------------------------
2018-05-11 09:45:05,187 --------------------------------------
2018-05-11 09:45:05,187 Name is: layer2.0.bn1.bias
2018-05-11 09:45:05,187 Data is: min: -0.00037866411730647087, max: 0.0003768180904444307
2018-05-11 09:45:05,187 Grad is: min: -0.10066311806440353, max: 0.11474011838436127
2018-05-11 09:45:05,188 Target is: min: 0, max: 0
2018-05-11 09:45:05,188 --------------------------------------
2018-05-11 09:45:05,188 --------------------------------------
2018-05-11 09:45:05,188 Name is: layer2.0.conv2.weight
2018-05-11 09:45:05,188 Data is: min: -0.18667617440223694, max: 0.17137403786182404
2018-05-11 09:45:05,189 Grad is: min: -0.19198103249073029, max: 0.18018607795238495
2018-05-11 09:45:05,189 Target is: min: 0, max: 0
2018-05-11 09:45:05,189 --------------------------------------
2018-05-11 09:45:05,189 --------------------------------------
2018-05-11 09:45:05,189 Name is: layer2.0.bn2.weight
2018-05-11 09:45:05,189 Data is: min: 0.9996064901351929, max: 1.0003937482833862
2018-05-11 09:45:05,190 Grad is: min: -0.10702711343765259, max: 0.12847892940044403
2018-05-11 09:45:05,190 Target is: min: 0, max: 0
2018-05-11 09:45:05,190 --------------------------------------
2018-05-11 09:45:05,190 --------------------------------------
2018-05-11 09:45:05,190 Name is: layer2.0.bn2.bias
2018-05-11 09:45:05,191 Data is: min: -0.00038989930180832744, max: 0.0003925705677829683
2018-05-11 09:45:05,191 Grad is: min: -0.0930071696639061, max: 0.07622872292995453
2018-05-11 09:45:05,191 Target is: min: 0, max: 0
2018-05-11 09:45:05,191 --------------------------------------
2018-05-11 09:45:05,191 --------------------------------------
2018-05-11 09:45:05,191 Name is: layer2.0.conv3.weight
2018-05-11 09:45:05,192 Data is: min: -0.2672154903411865, max: 0.24736140668392181
2018-05-11 09:45:05,192 Grad is: min: -0.16759850084781647, max: 0.15831561386585236
2018-05-11 09:45:05,192 Target is: min: 0, max: 0
2018-05-11 09:45:05,192 --------------------------------------
2018-05-11 09:45:05,192 --------------------------------------
2018-05-11 09:45:05,193 Name is: layer2.0.bn3.weight
2018-05-11 09:45:05,193 Data is: min: 0.9996082186698914, max: 1.0004007816314697
2018-05-11 09:45:05,193 Grad is: min: -0.05175996571779251, max: 0.06267718970775604
2018-05-11 09:45:05,193 Target is: min: 0, max: 0
2018-05-11 09:45:05,194 --------------------------------------
2018-05-11 09:45:05,194 --------------------------------------
2018-05-11 09:45:05,194 Name is: layer2.0.bn3.bias
2018-05-11 09:45:05,194 Data is: min: -0.00039604053017683327, max: 0.00039462262066081166
2018-05-11 09:45:05,194 Grad is: min: -0.0443352609872818, max: 0.05070558190345764
2018-05-11 09:45:05,195 Target is: min: 0, max: 0
2018-05-11 09:45:05,195 --------------------------------------
2018-05-11 09:45:05,195 --------------------------------------
2018-05-11 09:45:05,195 Name is: layer2.0.downsample.0.weight
2018-05-11 09:45:05,195 Data is: min: -0.25682833790779114, max: 0.29819685220718384
2018-05-11 09:45:05,196 Grad is: min: -0.10180892050266266, max: 0.12104521691799164
2018-05-11 09:45:05,196 Target is: min: 0, max: 0
2018-05-11 09:45:05,196 --------------------------------------
2018-05-11 09:45:05,196 --------------------------------------
2018-05-11 09:45:05,196 Name is: layer2.0.downsample.1.weight
2018-05-11 09:45:05,196 Data is: min: 0.9996074438095093, max: 1.0003985166549683
2018-05-11 09:45:05,197 Grad is: min: -0.08062160760164261, max: 0.07607390731573105
2018-05-11 09:45:05,197 Target is: min: 0, max: 0
2018-05-11 09:45:05,197 --------------------------------------
2018-05-11 09:45:05,197 --------------------------------------
2018-05-11 09:45:05,197 Name is: layer2.0.downsample.1.bias
2018-05-11 09:45:05,198 Data is: min: -0.00039604053017683327, max: 0.00039462262066081166
2018-05-11 09:45:05,198 Grad is: min: -0.0443352609872818, max: 0.05070558190345764
2018-05-11 09:45:05,198 Target is: min: 0, max: 0
2018-05-11 09:45:05,198 --------------------------------------
2018-05-11 09:45:05,198 --------------------------------------
2018-05-11 09:45:05,198 Name is: layer2.1.conv1.weight
2018-05-11 09:45:05,199 Data is: min: -0.5157234072685242, max: 0.5578355193138123
2018-05-11 09:45:05,199 Grad is: min: -0.0799126923084259, max: 0.09127676486968994
2018-05-11 09:45:05,199 Target is: min: 0, max: 0
2018-05-11 09:45:05,199 --------------------------------------
2018-05-11 09:45:05,199 --------------------------------------
2018-05-11 09:45:05,200 Name is: layer2.1.bn1.weight
2018-05-11 09:45:05,200 Data is: min: 0.9996294975280762, max: 1.000378131866455
2018-05-11 09:45:05,200 Grad is: min: -0.08867330849170685, max: 0.12341294437646866
2018-05-11 09:45:05,200 Target is: min: 0, max: 0
2018-05-11 09:45:05,200 --------------------------------------
2018-05-11 09:45:05,201 --------------------------------------
2018-05-11 09:45:05,201 Name is: layer2.1.bn1.bias
2018-05-11 09:45:05,201 Data is: min: -0.0003946914803236723, max: 0.00038870630669407547
2018-05-11 09:45:05,201 Grad is: min: -0.08541512489318848, max: 0.0925944522023201
2018-05-11 09:45:05,201 Target is: min: 0, max: 0
2018-05-11 09:45:05,202 --------------------------------------
2018-05-11 09:45:05,202 --------------------------------------
2018-05-11 09:45:05,202 Name is: layer2.1.conv2.weight
2018-05-11 09:45:05,202 Data is: min: -0.19660504162311554, max: 0.17452126741409302
2018-05-11 09:45:05,202 Grad is: min: -0.13492348790168762, max: 0.13578131794929504
2018-05-11 09:45:05,203 Target is: min: 0, max: 0
2018-05-11 09:45:05,203 --------------------------------------
2018-05-11 09:45:05,203 --------------------------------------
2018-05-11 09:45:05,203 Name is: layer2.1.bn2.weight
2018-05-11 09:45:05,203 Data is: min: 0.9996098875999451, max: 1.000383734703064
2018-05-11 09:45:05,204 Grad is: min: -0.06997725367546082, max: 0.07608741521835327
2018-05-11 09:45:05,204 Target is: min: 0, max: 0
2018-05-11 09:45:05,204 --------------------------------------
2018-05-11 09:45:05,204 --------------------------------------
2018-05-11 09:45:05,204 Name is: layer2.1.bn2.bias
2018-05-11 09:45:05,204 Data is: min: -0.0003839881101157516, max: 0.0003882689925376326
2018-05-11 09:45:05,205 Grad is: min: -0.05766572430729866, max: 0.06688240170478821
2018-05-11 09:45:05,205 Target is: min: 0, max: 0
2018-05-11 09:45:05,205 --------------------------------------
2018-05-11 09:45:05,205 --------------------------------------
2018-05-11 09:45:05,205 Name is: layer2.1.conv3.weight
2018-05-11 09:45:05,205 Data is: min: -0.24484452605247498, max: 0.2414921522140503
2018-05-11 09:45:05,206 Grad is: min: -0.10056474804878235, max: 0.1170540526509285
2018-05-11 09:45:05,206 Target is: min: 0, max: 0
2018-05-11 09:45:05,206 --------------------------------------
2018-05-11 09:45:05,206 --------------------------------------
2018-05-11 09:45:05,206 Name is: layer2.1.bn3.weight
2018-05-11 09:45:05,207 Data is: min: 0.9996051788330078, max: 1.0004003047943115
2018-05-11 09:45:05,207 Grad is: min: -0.04827047511935234, max: 0.03494865074753761
2018-05-11 09:45:05,207 Target is: min: 0, max: 0
2018-05-11 09:45:05,207 --------------------------------------
2018-05-11 09:45:05,207 --------------------------------------
2018-05-11 09:45:05,207 Name is: layer2.1.bn3.bias
2018-05-11 09:45:05,208 Data is: min: -0.00039803245454095304, max: 0.00039974250830709934
2018-05-11 09:45:05,208 Grad is: min: -0.02600991167128086, max: 0.024359479546546936
2018-05-11 09:45:05,208 Target is: min: 0, max: 0
2018-05-11 09:45:05,208 --------------------------------------
2018-05-11 09:45:05,208 --------------------------------------
2018-05-11 09:45:05,208 Name is: layer2.2.conv1.weight
2018-05-11 09:45:05,209 Data is: min: -0.5265874862670898, max: 0.4938667118549347
2018-05-11 09:45:05,209 Grad is: min: -0.05467178300023079, max: 0.04832673445343971
2018-05-11 09:45:05,209 Target is: min: 0, max: 0
2018-05-11 09:45:05,209 --------------------------------------
2018-05-11 09:45:05,209 --------------------------------------
2018-05-11 09:45:05,210 Name is: layer2.2.bn1.weight
2018-05-11 09:45:05,210 Data is: min: 0.9996100664138794, max: 1.0003995895385742
2018-05-11 09:45:05,210 Grad is: min: -0.06098348647356033, max: 0.07900793850421906
2018-05-11 09:45:05,210 Target is: min: 0, max: 0
2018-05-11 09:45:05,210 --------------------------------------
2018-05-11 09:45:05,210 --------------------------------------
2018-05-11 09:45:05,211 Name is: layer2.2.bn1.bias
2018-05-11 09:45:05,211 Data is: min: -0.00039538092096336186, max: 0.0003803727449849248
2018-05-11 09:45:05,211 Grad is: min: -0.05891645699739456, max: 0.06197790801525116
2018-05-11 09:45:05,211 Target is: min: 0, max: 0
2018-05-11 09:45:05,211 --------------------------------------
2018-05-11 09:45:05,212 --------------------------------------
2018-05-11 09:45:05,212 Name is: layer2.2.conv2.weight
2018-05-11 09:45:05,212 Data is: min: -0.17417927086353302, max: 0.18178197741508484
2018-05-11 09:45:05,212 Grad is: min: -0.09695235639810562, max: 0.09137775748968124
2018-05-11 09:45:05,212 Target is: min: 0, max: 0
2018-05-11 09:45:05,213 --------------------------------------
2018-05-11 09:45:05,213 --------------------------------------
2018-05-11 09:45:05,213 Name is: layer2.2.bn2.weight
2018-05-11 09:45:05,213 Data is: min: 0.9996054172515869, max: 1.0003961324691772
2018-05-11 09:45:05,213 Grad is: min: -0.048656970262527466, max: 0.05054040625691414
2018-05-11 09:45:05,214 Target is: min: 0, max: 0
2018-05-11 09:45:05,214 --------------------------------------
2018-05-11 09:45:05,214 --------------------------------------
2018-05-11 09:45:05,214 Name is: layer2.2.bn2.bias
2018-05-11 09:45:05,214 Data is: min: -0.00039176573045551777, max: 0.00038820624467916787
2018-05-11 09:45:05,214 Grad is: min: -0.05558748543262482, max: 0.05095001682639122
2018-05-11 09:45:05,215 Target is: min: 0, max: 0
2018-05-11 09:45:05,215 --------------------------------------
2018-05-11 09:45:05,215 --------------------------------------
2018-05-11 09:45:05,215 Name is: layer2.2.conv3.weight
2018-05-11 09:45:05,215 Data is: min: -0.26310914754867554, max: 0.28192758560180664
2018-05-11 09:45:05,216 Grad is: min: -0.08613511919975281, max: 0.07642171531915665
2018-05-11 09:45:05,216 Target is: min: 0, max: 0
2018-05-11 09:45:05,216 --------------------------------------
2018-05-11 09:45:05,216 --------------------------------------
2018-05-11 09:45:05,216 Name is: layer2.2.bn3.weight
2018-05-11 09:45:05,216 Data is: min: 0.9996034502983093, max: 1.000400424003601
2018-05-11 09:45:05,217 Grad is: min: -0.04052913561463356, max: 0.03331279382109642
2018-05-11 09:45:05,217 Target is: min: 0, max: 0
2018-05-11 09:45:05,217 --------------------------------------
2018-05-11 09:45:05,217 --------------------------------------
2018-05-11 09:45:05,217 Name is: layer2.2.bn3.bias
2018-05-11 09:45:05,217 Data is: min: -0.000392890622606501, max: 0.0004001354973297566
2018-05-11 09:45:05,218 Grad is: min: -0.015893734991550446, max: 0.01488320529460907
2018-05-11 09:45:05,218 Target is: min: 0, max: 0
2018-05-11 09:45:05,218 --------------------------------------
2018-05-11 09:45:05,218 --------------------------------------
2018-05-11 09:45:05,218 Name is: layer2.3.conv1.weight
2018-05-11 09:45:05,218 Data is: min: -0.5495949387550354, max: 0.5499992370605469
2018-05-11 09:45:05,219 Grad is: min: -0.03822098299860954, max: 0.036491766571998596
2018-05-11 09:45:05,219 Target is: min: 0, max: 0
2018-05-11 09:45:05,219 --------------------------------------
2018-05-11 09:45:05,219 --------------------------------------
2018-05-11 09:45:05,219 Name is: layer2.3.bn1.weight
2018-05-11 09:45:05,219 Data is: min: 0.9996023178100586, max: 1.0003889799118042
2018-05-11 09:45:05,220 Grad is: min: -0.0505426824092865, max: 0.04333435744047165
2018-05-11 09:45:05,220 Target is: min: 0, max: 0
2018-05-11 09:45:05,220 --------------------------------------
2018-05-11 09:45:05,220 --------------------------------------
2018-05-11 09:45:05,220 Name is: layer2.3.bn1.bias
2018-05-11 09:45:05,220 Data is: min: -0.00038115642382763326, max: 0.00038368083187378943
2018-05-11 09:45:05,221 Grad is: min: -0.043074820190668106, max: 0.026339024305343628
2018-05-11 09:45:05,221 Target is: min: 0, max: 0
2018-05-11 09:45:05,221 --------------------------------------
2018-05-11 09:45:05,221 --------------------------------------
2018-05-11 09:45:05,221 Name is: layer2.3.conv2.weight
2018-05-11 09:45:05,222 Data is: min: -0.18804389238357544, max: 0.1781662255525589
2018-05-11 09:45:05,222 Grad is: min: -0.062039174139499664, max: 0.06797311455011368
2018-05-11 09:45:05,222 Target is: min: 0, max: 0
2018-05-11 09:45:05,222 --------------------------------------
2018-05-11 09:45:05,222 --------------------------------------
2018-05-11 09:45:05,222 Name is: layer2.3.bn2.weight
2018-05-11 09:45:05,223 Data is: min: 0.9996061325073242, max: 1.000394344329834
2018-05-11 09:45:05,223 Grad is: min: -0.0464184544980526, max: 0.059998705983161926
2018-05-11 09:45:05,223 Target is: min: 0, max: 0
2018-05-11 09:45:05,223 --------------------------------------
2018-05-11 09:45:05,223 --------------------------------------
2018-05-11 09:45:05,223 Name is: layer2.3.bn2.bias
2018-05-11 09:45:05,224 Data is: min: -0.00039245892548933625, max: 0.0003900753508787602
2018-05-11 09:45:05,224 Grad is: min: -0.03991280868649483, max: 0.042555827647447586
2018-05-11 09:45:05,224 Target is: min: 0, max: 0
2018-05-11 09:45:05,224 --------------------------------------
2018-05-11 09:45:05,224 --------------------------------------
2018-05-11 09:45:05,224 Name is: layer2.3.conv3.weight
2018-05-11 09:45:05,225 Data is: min: -0.3043641746044159, max: 0.27303528785705566
2018-05-11 09:45:05,225 Grad is: min: -0.05414344742894173, max: 0.05157974362373352
2018-05-11 09:45:05,225 Target is: min: 0, max: 0
2018-05-11 09:45:05,225 --------------------------------------
2018-05-11 09:45:05,225 --------------------------------------
2018-05-11 09:45:05,225 Name is: layer2.3.bn3.weight
2018-05-11 09:45:05,226 Data is: min: 0.9996044039726257, max: 1.0003985166549683
2018-05-11 09:45:05,226 Grad is: min: -0.018481703475117683, max: 0.021365584805607796
2018-05-11 09:45:05,226 Target is: min: 0, max: 0
2018-05-11 09:45:05,226 --------------------------------------
2018-05-11 09:45:05,226 --------------------------------------
2018-05-11 09:45:05,226 Name is: layer2.3.bn3.bias
2018-05-11 09:45:05,227 Data is: min: -0.00040062706102617085, max: 0.00039496150566264987
2018-05-11 09:45:05,227 Grad is: min: -0.009951918385922909, max: 0.011025837622582912
2018-05-11 09:45:05,227 Target is: min: 0, max: 0
2018-05-11 09:45:05,227 --------------------------------------
2018-05-11 09:45:05,227 --------------------------------------
2018-05-11 09:45:05,227 Name is: layer3.0.conv1.weight
2018-05-11 09:45:05,228 Data is: min: -0.40417638421058655, max: 0.3640322685241699
2018-05-11 09:45:05,228 Grad is: min: -0.03211106359958649, max: 0.034537289291620255
2018-05-11 09:45:05,228 Target is: min: 0, max: 0
2018-05-11 09:45:05,228 --------------------------------------
2018-05-11 09:45:05,228 --------------------------------------
2018-05-11 09:45:05,228 Name is: layer3.0.bn1.weight
2018-05-11 09:45:05,229 Data is: min: 0.9995995759963989, max: 1.0003914833068848
2018-05-11 09:45:05,229 Grad is: min: -0.031020864844322205, max: 0.03703126311302185
2018-05-11 09:45:05,229 Target is: min: 0, max: 0
2018-05-11 09:45:05,229 --------------------------------------
2018-05-11 09:45:05,229 --------------------------------------
2018-05-11 09:45:05,229 Name is: layer3.0.bn1.bias
2018-05-11 09:45:05,230 Data is: min: -0.00039169774390757084, max: 0.0003943361225537956
2018-05-11 09:45:05,230 Grad is: min: -0.02728074975311756, max: 0.03366006910800934
2018-05-11 09:45:05,230 Target is: min: 0, max: 0
2018-05-11 09:45:05,230 --------------------------------------
2018-05-11 09:45:05,230 --------------------------------------
2018-05-11 09:45:05,230 Name is: layer3.0.conv2.weight
2018-05-11 09:45:05,231 Data is: min: -0.13894063234329224, max: 0.13792316615581512
2018-05-11 09:45:05,231 Grad is: min: -0.04583071172237396, max: 0.04416387528181076
2018-05-11 09:45:05,231 Target is: min: 0, max: 0
2018-05-11 09:45:05,231 --------------------------------------
2018-05-11 09:45:05,231 --------------------------------------
2018-05-11 09:45:05,231 Name is: layer3.0.bn2.weight
2018-05-11 09:45:05,232 Data is: min: 0.9996081590652466, max: 1.000394582748413
2018-05-11 09:45:05,232 Grad is: min: -0.03267654404044151, max: 0.031138041988015175
2018-05-11 09:45:05,232 Target is: min: 0, max: 0
2018-05-11 09:45:05,232 --------------------------------------
2018-05-11 09:45:05,232 --------------------------------------
2018-05-11 09:45:05,232 Name is: layer3.0.bn2.bias
2018-05-11 09:45:05,233 Data is: min: -0.00039551054942421615, max: 0.0003908442740794271
2018-05-11 09:45:05,233 Grad is: min: -0.02594822645187378, max: 0.021839959546923637
2018-05-11 09:45:05,233 Target is: min: 0, max: 0
2018-05-11 09:45:05,233 --------------------------------------
2018-05-11 09:45:05,233 --------------------------------------
2018-05-11 09:45:05,233 Name is: layer3.0.conv3.weight
2018-05-11 09:45:05,234 Data is: min: -0.19293980300426483, max: 0.20159786939620972
2018-05-11 09:45:05,234 Grad is: min: -0.03956620395183563, max: 0.038355663418769836
2018-05-11 09:45:05,234 Target is: min: 0, max: 0
2018-05-11 09:45:05,234 --------------------------------------
2018-05-11 09:45:05,234 --------------------------------------
2018-05-11 09:45:05,234 Name is: layer3.0.bn3.weight
2018-05-11 09:45:05,235 Data is: min: 0.9996029138565063, max: 1.0003983974456787
2018-05-11 09:45:05,235 Grad is: min: -0.020654994994401932, max: 0.015354675240814686
2018-05-11 09:45:05,235 Target is: min: 0, max: 0
2018-05-11 09:45:05,235 --------------------------------------
2018-05-11 09:45:05,235 --------------------------------------
2018-05-11 09:45:05,235 Name is: layer3.0.bn3.bias
2018-05-11 09:45:05,236 Data is: min: -0.0004002350033260882, max: 0.0003992872079834342
2018-05-11 09:45:05,236 Grad is: min: -0.011057348921895027, max: 0.01225118339061737
2018-05-11 09:45:05,236 Target is: min: 0, max: 0
2018-05-11 09:45:05,236 --------------------------------------
2018-05-11 09:45:05,236 --------------------------------------
2018-05-11 09:45:05,236 Name is: layer3.0.downsample.0.weight
2018-05-11 09:45:05,237 Data is: min: -0.2036171704530716, max: 0.1971302181482315
2018-05-11 09:45:05,237 Grad is: min: -0.030939949676394463, max: 0.027132971212267876
2018-05-11 09:45:05,237 Target is: min: 0, max: 0
2018-05-11 09:45:05,237 --------------------------------------
2018-05-11 09:45:05,237 --------------------------------------
2018-05-11 09:45:05,238 Name is: layer3.0.downsample.1.weight
2018-05-11 09:45:05,238 Data is: min: 0.9996047019958496, max: 1.00039803981781
2018-05-11 09:45:05,238 Grad is: min: -0.015866585075855255, max: 0.012823815457522869
2018-05-11 09:45:05,238 Target is: min: 0, max: 0
2018-05-11 09:45:05,238 --------------------------------------
2018-05-11 09:45:05,238 --------------------------------------
2018-05-11 09:45:05,238 Name is: layer3.0.downsample.1.bias
2018-05-11 09:45:05,239 Data is: min: -0.0004002350033260882, max: 0.0003992872079834342
2018-05-11 09:45:05,239 Grad is: min: -0.011057348921895027, max: 0.01225118339061737
2018-05-11 09:45:05,239 Target is: min: 0, max: 0
2018-05-11 09:45:05,239 --------------------------------------
2018-05-11 09:45:05,239 --------------------------------------
2018-05-11 09:45:05,239 Name is: layer3.1.conv1.weight
2018-05-11 09:45:05,240 Data is: min: -0.45296984910964966, max: 0.3761795461177826
2018-05-11 09:45:05,240 Grad is: min: -0.017315180972218513, max: 0.017795860767364502
2018-05-11 09:45:05,240 Target is: min: 0, max: 0
2018-05-11 09:45:05,240 --------------------------------------
2018-05-11 09:45:05,240 --------------------------------------
2018-05-11 09:45:05,240 Name is: layer3.1.bn1.weight
2018-05-11 09:45:05,241 Data is: min: 0.9996020197868347, max: 1.000399112701416
2018-05-11 09:45:05,241 Grad is: min: -0.02082674205303192, max: 0.021938668563961983
2018-05-11 09:45:05,241 Target is: min: 0, max: 0
2018-05-11 09:45:05,241 --------------------------------------
2018-05-11 09:45:05,241 --------------------------------------
2018-05-11 09:45:05,241 Name is: layer3.1.bn1.bias
2018-05-11 09:45:05,242 Data is: min: -0.00039670488331466913, max: 0.0003920644521713257
2018-05-11 09:45:05,242 Grad is: min: -0.019051633775234222, max: 0.018796740099787712
2018-05-11 09:45:05,242 Target is: min: 0, max: 0
2018-05-11 09:45:05,242 --------------------------------------
2018-05-11 09:45:05,242 --------------------------------------
2018-05-11 09:45:05,242 Name is: layer3.1.conv2.weight
2018-05-11 09:45:05,243 Data is: min: -0.13734334707260132, max: 0.13737022876739502
2018-05-11 09:45:05,243 Grad is: min: -0.03426104038953781, max: 0.03377387672662735
2018-05-11 09:45:05,243 Target is: min: 0, max: 0
2018-05-11 09:45:05,243 --------------------------------------
2018-05-11 09:45:05,243 --------------------------------------
2018-05-11 09:45:05,243 Name is: layer3.1.bn2.weight
2018-05-11 09:45:05,244 Data is: min: 0.9996058344841003, max: 1.0003957748413086
2018-05-11 09:45:05,244 Grad is: min: -0.019041284918785095, max: 0.018872642889618874
2018-05-11 09:45:05,244 Target is: min: 0, max: 0
2018-05-11 09:45:05,244 --------------------------------------
2018-05-11 09:45:05,244 --------------------------------------
2018-05-11 09:45:05,244 Name is: layer3.1.bn2.bias
2018-05-11 09:45:05,245 Data is: min: -0.0003771636984311044, max: 0.00039464863948524
2018-05-11 09:45:05,245 Grad is: min: -0.015735600143671036, max: 0.01743927411735058
2018-05-11 09:45:05,245 Target is: min: 0, max: 0
2018-05-11 09:45:05,245 --------------------------------------
2018-05-11 09:45:05,245 --------------------------------------
2018-05-11 09:45:05,245 Name is: layer3.1.conv3.weight
2018-05-11 09:45:05,246 Data is: min: -0.20936191082000732, max: 0.19654737412929535
2018-05-11 09:45:05,246 Grad is: min: -0.026578957214951515, max: 0.02598029561340809
2018-05-11 09:45:05,246 Target is: min: 0, max: 0
2018-05-11 09:45:05,246 --------------------------------------
2018-05-11 09:45:05,246 --------------------------------------
2018-05-11 09:45:05,246 Name is: layer3.1.bn3.weight
2018-05-11 09:45:05,247 Data is: min: 0.9996041655540466, max: 1.0003957748413086
2018-05-11 09:45:05,247 Grad is: min: -0.010147550143301487, max: 0.011606739833950996
2018-05-11 09:45:05,247 Target is: min: 0, max: 0
2018-05-11 09:45:05,247 --------------------------------------
2018-05-11 09:45:05,247 --------------------------------------
2018-05-11 09:45:05,247 Name is: layer3.1.bn3.bias
2018-05-11 09:45:05,248 Data is: min: -0.0003952639235649258, max: 0.00039807730354368687
2018-05-11 09:45:05,248 Grad is: min: -0.006699003744870424, max: 0.00679936446249485
2018-05-11 09:45:05,248 Target is: min: 0, max: 0
2018-05-11 09:45:05,248 --------------------------------------
2018-05-11 09:45:05,248 --------------------------------------
2018-05-11 09:45:05,248 Name is: layer3.2.conv1.weight
2018-05-11 09:45:05,249 Data is: min: -0.3977653682231903, max: 0.4379168450832367
2018-05-11 09:45:05,249 Grad is: min: -0.013216834515333176, max: 0.013673340901732445
2018-05-11 09:45:05,249 Target is: min: 0, max: 0
2018-05-11 09:45:05,249 --------------------------------------
2018-05-11 09:45:05,249 --------------------------------------
2018-05-11 09:45:05,249 Name is: layer3.2.bn1.weight
2018-05-11 09:45:05,250 Data is: min: 0.9996077418327332, max: 1.0003900527954102
2018-05-11 09:45:05,250 Grad is: min: -0.014670311473309994, max: 0.01799793541431427
2018-05-11 09:45:05,250 Target is: min: 0, max: 0
2018-05-11 09:45:05,250 --------------------------------------
2018-05-11 09:45:05,250 --------------------------------------
2018-05-11 09:45:05,250 Name is: layer3.2.bn1.bias
2018-05-11 09:45:05,251 Data is: min: -0.0003896250273101032, max: 0.00039548997301608324
2018-05-11 09:45:05,251 Grad is: min: -0.016881436109542847, max: 0.017339123412966728
2018-05-11 09:45:05,251 Target is: min: 0, max: 0
2018-05-11 09:45:05,251 --------------------------------------
2018-05-11 09:45:05,251 --------------------------------------
2018-05-11 09:45:05,251 Name is: layer3.2.conv2.weight
2018-05-11 09:45:05,252 Data is: min: -0.1398007571697235, max: 0.1336139291524887
2018-05-11 09:45:05,252 Grad is: min: -0.02401244267821312, max: 0.025200899690389633
2018-05-11 09:45:05,252 Target is: min: 0, max: 0
2018-05-11 09:45:05,252 --------------------------------------
2018-05-11 09:45:05,252 --------------------------------------
2018-05-11 09:45:05,252 Name is: layer3.2.bn2.weight
2018-05-11 09:45:05,253 Data is: min: 0.999617338180542, max: 1.000386118888855
2018-05-11 09:45:05,253 Grad is: min: -0.014628680422902107, max: 0.01679840311408043
2018-05-11 09:45:05,253 Target is: min: 0, max: 0
2018-05-11 09:45:05,253 --------------------------------------
2018-05-11 09:45:05,253 --------------------------------------
2018-05-11 09:45:05,253 Name is: layer3.2.bn2.bias
2018-05-11 09:45:05,253 Data is: min: -0.0003986841475125402, max: 0.0003950850514229387
2018-05-11 09:45:05,254 Grad is: min: -0.011097009293735027, max: 0.010390305891633034
2018-05-11 09:45:05,254 Target is: min: 0, max: 0
2018-05-11 09:45:05,254 --------------------------------------
2018-05-11 09:45:05,254 --------------------------------------
2018-05-11 09:45:05,254 Name is: layer3.2.conv3.weight
2018-05-11 09:45:05,254 Data is: min: -0.198674738407135, max: 0.21708263456821442
2018-05-11 09:45:05,255 Grad is: min: -0.018153242766857147, max: 0.017386479303240776
2018-05-11 09:45:05,255 Target is: min: 0, max: 0
2018-05-11 09:45:05,255 --------------------------------------
2018-05-11 09:45:05,255 --------------------------------------
2018-05-11 09:45:05,255 Name is: layer3.2.bn3.weight
2018-05-11 09:45:05,255 Data is: min: 0.9996004104614258, max: 1.0003974437713623
2018-05-11 09:45:05,256 Grad is: min: -0.006504044868052006, max: 0.006811144296079874
2018-05-11 09:45:05,256 Target is: min: 0, max: 0
2018-05-11 09:45:05,256 --------------------------------------
2018-05-11 09:45:05,256 --------------------------------------
2018-05-11 09:45:05,256 Name is: layer3.2.bn3.bias
2018-05-11 09:45:05,256 Data is: min: -0.00040048229857347906, max: 0.00039493985241279006
2018-05-11 09:45:05,257 Grad is: min: -0.00420907698571682, max: 0.005142037756741047
2018-05-11 09:45:05,257 Target is: min: 0, max: 0
2018-05-11 09:45:05,257 --------------------------------------
2018-05-11 09:45:05,257 --------------------------------------
2018-05-11 09:45:05,257 Name is: layer3.3.conv1.weight
2018-05-11 09:45:05,257 Data is: min: -0.3801405429840088, max: 0.41622763872146606
2018-05-11 09:45:05,258 Grad is: min: -0.008998490869998932, max: 0.008896109648048878
2018-05-11 09:45:05,258 Target is: min: 0, max: 0
2018-05-11 09:45:05,258 --------------------------------------
2018-05-11 09:45:05,258 --------------------------------------
2018-05-11 09:45:05,258 Name is: layer3.3.bn1.weight
2018-05-11 09:45:05,258 Data is: min: 0.9996114373207092, max: 1.0003904104232788
2018-05-11 09:45:05,259 Grad is: min: -0.01294993981719017, max: 0.015063773840665817
2018-05-11 09:45:05,259 Target is: min: 0, max: 0
2018-05-11 09:45:05,259 --------------------------------------
2018-05-11 09:45:05,259 --------------------------------------
2018-05-11 09:45:05,259 Name is: layer3.3.bn1.bias
2018-05-11 09:45:05,259 Data is: min: -0.00039328704588115215, max: 0.0003939866437576711
2018-05-11 09:45:05,260 Grad is: min: -0.010959566570818424, max: 0.012866254895925522
2018-05-11 09:45:05,260 Target is: min: 0, max: 0
2018-05-11 09:45:05,260 --------------------------------------
2018-05-11 09:45:05,260 --------------------------------------
2018-05-11 09:45:05,260 Name is: layer3.3.conv2.weight
2018-05-11 09:45:05,260 Data is: min: -0.13696251809597015, max: 0.14550244808197021
2018-05-11 09:45:05,261 Grad is: min: -0.016123399138450623, max: 0.019113454967737198
2018-05-11 09:45:05,261 Target is: min: 0, max: 0
2018-05-11 09:45:05,261 --------------------------------------
2018-05-11 09:45:05,261 --------------------------------------
2018-05-11 09:45:05,261 Name is: layer3.3.bn2.weight
2018-05-11 09:45:05,261 Data is: min: 0.9996037483215332, max: 1.0003992319107056
2018-05-11 09:45:05,262 Grad is: min: -0.01721903868019581, max: 0.011844384483993053
2018-05-11 09:45:05,262 Target is: min: 0, max: 0
2018-05-11 09:45:05,262 --------------------------------------
2018-05-11 09:45:05,262 --------------------------------------
2018-05-11 09:45:05,262 Name is: layer3.3.bn2.bias
2018-05-11 09:45:05,262 Data is: min: -0.00039964899769984186, max: 0.00039717930485494435
2018-05-11 09:45:05,263 Grad is: min: -0.008936865255236626, max: 0.009196875616908073
2018-05-11 09:45:05,263 Target is: min: 0, max: 0
2018-05-11 09:45:05,263 --------------------------------------
2018-05-11 09:45:05,263 --------------------------------------
2018-05-11 09:45:05,263 Name is: layer3.3.conv3.weight
2018-05-11 09:45:05,263 Data is: min: -0.2034022957086563, max: 0.1937544196844101
2018-05-11 09:45:05,264 Grad is: min: -0.013834296725690365, max: 0.015697095543146133
2018-05-11 09:45:05,264 Target is: min: 0, max: 0
2018-05-11 09:45:05,264 --------------------------------------
2018-05-11 09:45:05,264 --------------------------------------
2018-05-11 09:45:05,264 Name is: layer3.3.bn3.weight
2018-05-11 09:45:05,264 Data is: min: 0.9995995759963989, max: 1.0004000663757324
2018-05-11 09:45:05,265 Grad is: min: -0.005178228951990604, max: 0.006295496132224798
2018-05-11 09:45:05,265 Target is: min: 0, max: 0
2018-05-11 09:45:05,265 --------------------------------------
2018-05-11 09:45:05,265 --------------------------------------
2018-05-11 09:45:05,265 Name is: layer3.3.bn3.bias
2018-05-11 09:45:05,265 Data is: min: -0.0003996577870566398, max: 0.0004009391414001584
2018-05-11 09:45:05,266 Grad is: min: -0.0034893080592155457, max: 0.003523979801684618
2018-05-11 09:45:05,266 Target is: min: 0, max: 0
2018-05-11 09:45:05,266 --------------------------------------
2018-05-11 09:45:05,266 --------------------------------------
2018-05-11 09:45:05,266 Name is: layer3.4.conv1.weight
2018-05-11 09:45:05,266 Data is: min: -0.38660717010498047, max: 0.3828449249267578
2018-05-11 09:45:05,267 Grad is: min: -0.0073017943650484085, max: 0.008850466459989548
2018-05-11 09:45:05,267 Target is: min: 0, max: 0
2018-05-11 09:45:05,267 --------------------------------------
2018-05-11 09:45:05,267 --------------------------------------
2018-05-11 09:45:05,267 Name is: layer3.4.bn1.weight
2018-05-11 09:45:05,267 Data is: min: 0.9996015429496765, max: 1.0003947019577026
2018-05-11 09:45:05,268 Grad is: min: -0.009553816169500351, max: 0.012700692750513554
2018-05-11 09:45:05,268 Target is: min: 0, max: 0
2018-05-11 09:45:05,268 --------------------------------------
2018-05-11 09:45:05,268 --------------------------------------
2018-05-11 09:45:05,268 Name is: layer3.4.bn1.bias
2018-05-11 09:45:05,268 Data is: min: -0.0003971637925133109, max: 0.0003968768287450075
2018-05-11 09:45:05,268 Grad is: min: -0.0075209131464362144, max: 0.007129402831196785
2018-05-11 09:45:05,269 Target is: min: 0, max: 0
2018-05-11 09:45:05,269 --------------------------------------
2018-05-11 09:45:05,269 --------------------------------------
2018-05-11 09:45:05,269 Name is: layer3.4.conv2.weight
2018-05-11 09:45:05,269 Data is: min: -0.1310395449399948, max: 0.15090233087539673
2018-05-11 09:45:05,270 Grad is: min: -0.014538339339196682, max: 0.01378272008150816
2018-05-11 09:45:05,270 Target is: min: 0, max: 0
2018-05-11 09:45:05,270 --------------------------------------
2018-05-11 09:45:05,270 --------------------------------------
2018-05-11 09:45:05,270 Name is: layer3.4.bn2.weight
2018-05-11 09:45:05,270 Data is: min: 0.9996135234832764, max: 1.0003962516784668
2018-05-11 09:45:05,270 Grad is: min: -0.008664660155773163, max: 0.008576560765504837
2018-05-11 09:45:05,271 Target is: min: 0, max: 0
2018-05-11 09:45:05,271 --------------------------------------
2018-05-11 09:45:05,271 --------------------------------------
2018-05-11 09:45:05,271 Name is: layer3.4.bn2.bias
2018-05-11 09:45:05,271 Data is: min: -0.0003967548254877329, max: 0.0003925484779756516
2018-05-11 09:45:05,271 Grad is: min: -0.009739013388752937, max: 0.00640264805406332
2018-05-11 09:45:05,272 Target is: min: 0, max: 0
2018-05-11 09:45:05,272 --------------------------------------
2018-05-11 09:45:05,272 --------------------------------------
2018-05-11 09:45:05,272 Name is: layer3.4.conv3.weight
2018-05-11 09:45:05,272 Data is: min: -0.20766955614089966, max: 0.20326174795627594
2018-05-11 09:45:05,273 Grad is: min: -0.010902049951255322, max: 0.01136542484164238
2018-05-11 09:45:05,273 Target is: min: 0, max: 0
2018-05-11 09:45:05,273 --------------------------------------
2018-05-11 09:45:05,273 --------------------------------------
2018-05-11 09:45:05,273 Name is: layer3.4.bn3.weight
2018-05-11 09:45:05,273 Data is: min: 0.9996011853218079, max: 1.0003987550735474
2018-05-11 09:45:05,273 Grad is: min: -0.004292027093470097, max: 0.004400989040732384
2018-05-11 09:45:05,274 Target is: min: 0, max: 0
2018-05-11 09:45:05,274 --------------------------------------
2018-05-11 09:45:05,274 --------------------------------------
2018-05-11 09:45:05,274 Name is: layer3.4.bn3.bias
2018-05-11 09:45:05,274 Data is: min: -0.00039998130523599684, max: 0.00039967719931155443
2018-05-11 09:45:05,274 Grad is: min: -0.002526690252125263, max: 0.0023796758614480495
2018-05-11 09:45:05,275 Target is: min: 0, max: 0
2018-05-11 09:45:05,275 --------------------------------------
2018-05-11 09:45:05,275 --------------------------------------
2018-05-11 09:45:05,275 Name is: layer3.5.conv1.weight
2018-05-11 09:45:05,275 Data is: min: -0.4035399258136749, max: 0.43539074063301086
2018-05-11 09:45:05,275 Grad is: min: -0.005928681697696447, max: 0.006340905092656612
2018-05-11 09:45:05,276 Target is: min: 0, max: 0
2018-05-11 09:45:05,276 --------------------------------------
2018-05-11 09:45:05,276 --------------------------------------
2018-05-11 09:45:05,276 Name is: layer3.5.bn1.weight
2018-05-11 09:45:05,276 Data is: min: 0.9996011257171631, max: 1.0003912448883057
2018-05-11 09:45:05,276 Grad is: min: -0.007441618014127016, max: 0.007151033729314804
2018-05-11 09:45:05,277 Target is: min: 0, max: 0
2018-05-11 09:45:05,277 --------------------------------------
2018-05-11 09:45:05,277 --------------------------------------
2018-05-11 09:45:05,277 Name is: layer3.5.bn1.bias
2018-05-11 09:45:05,277 Data is: min: -0.00039499285048805177, max: 0.00039352395106106997
2018-05-11 09:45:05,277 Grad is: min: -0.007485971320420504, max: 0.006392685230821371
2018-05-11 09:45:05,277 Target is: min: 0, max: 0
2018-05-11 09:45:05,278 --------------------------------------
2018-05-11 09:45:05,278 --------------------------------------
2018-05-11 09:45:05,278 Name is: layer3.5.conv2.weight
2018-05-11 09:45:05,278 Data is: min: -0.13878466188907623, max: 0.14103296399116516
2018-05-11 09:45:05,278 Grad is: min: -0.011514612473547459, max: 0.013367039151489735
2018-05-11 09:45:05,279 Target is: min: 0, max: 0
2018-05-11 09:45:05,279 --------------------------------------
2018-05-11 09:45:05,279 --------------------------------------
2018-05-11 09:45:05,279 Name is: layer3.5.bn2.weight
2018-05-11 09:45:05,279 Data is: min: 0.9996099472045898, max: 1.0003974437713623
2018-05-11 09:45:05,279 Grad is: min: -0.008235334418714046, max: 0.00797988660633564
2018-05-11 09:45:05,280 Target is: min: 0, max: 0
2018-05-11 09:45:05,280 --------------------------------------
2018-05-11 09:45:05,280 --------------------------------------
2018-05-11 09:45:05,280 Name is: layer3.5.bn2.bias
2018-05-11 09:45:05,280 Data is: min: -0.0003937529108952731, max: 0.0003974459832534194
2018-05-11 09:45:05,280 Grad is: min: -0.005587086081504822, max: 0.0052955360151827335
2018-05-11 09:45:05,280 Target is: min: 0, max: 0
2018-05-11 09:45:05,281 --------------------------------------
2018-05-11 09:45:05,281 --------------------------------------
2018-05-11 09:45:05,281 Name is: layer3.5.conv3.weight
2018-05-11 09:45:05,281 Data is: min: -0.2055012285709381, max: 0.2004096806049347
2018-05-11 09:45:05,281 Grad is: min: -0.009415257722139359, max: 0.008073389530181885
2018-05-11 09:45:05,281 Target is: min: 0, max: 0
2018-05-11 09:45:05,282 --------------------------------------
2018-05-11 09:45:05,282 --------------------------------------
2018-05-11 09:45:05,282 Name is: layer3.5.bn3.weight
2018-05-11 09:45:05,282 Data is: min: 0.9996009469032288, max: 1.0003985166549683
2018-05-11 09:45:05,282 Grad is: min: -0.003946398384869099, max: 0.005191356875002384
2018-05-11 09:45:05,282 Target is: min: 0, max: 0
2018-05-11 09:45:05,283 --------------------------------------
2018-05-11 09:45:05,283 --------------------------------------
2018-05-11 09:45:05,283 Name is: layer3.5.bn3.bias
2018-05-11 09:45:05,283 Data is: min: -0.0003996129089500755, max: 0.00039917006506584585
2018-05-11 09:45:05,283 Grad is: min: -0.001599446521140635, max: 0.0016340306028723717
2018-05-11 09:45:05,283 Target is: min: 0, max: 0
2018-05-11 09:45:05,283 --------------------------------------
2018-05-11 09:45:05,284 --------------------------------------
2018-05-11 09:45:05,284 Name is: layer4.0.conv1.weight
2018-05-11 09:45:05,284 Data is: min: -0.27651384472846985, max: 0.27992263436317444
2018-05-11 09:45:05,284 Grad is: min: -0.006758318282663822, max: 0.0065749697387218475
2018-05-11 09:45:05,284 Target is: min: 0, max: 0
2018-05-11 09:45:05,285 --------------------------------------
2018-05-11 09:45:05,285 --------------------------------------
2018-05-11 09:45:05,285 Name is: layer4.0.bn1.weight
2018-05-11 09:45:05,285 Data is: min: 0.9996051788330078, max: 1.0004009008407593
2018-05-11 09:45:05,285 Grad is: min: -0.005587743129581213, max: 0.008367976173758507
2018-05-11 09:45:05,285 Target is: min: 0, max: 0
2018-05-11 09:45:05,286 --------------------------------------
2018-05-11 09:45:05,286 --------------------------------------
2018-05-11 09:45:05,286 Name is: layer4.0.bn1.bias
2018-05-11 09:45:05,286 Data is: min: -0.0003984584764111787, max: 0.00039907972677610815
2018-05-11 09:45:05,286 Grad is: min: -0.0061650704592466354, max: 0.005021359771490097
2018-05-11 09:45:05,286 Target is: min: 0, max: 0
2018-05-11 09:45:05,286 --------------------------------------
2018-05-11 09:45:05,287 --------------------------------------
2018-05-11 09:45:05,287 Name is: layer4.0.conv2.weight
2018-05-11 09:45:05,287 Data is: min: -0.10454880446195602, max: 0.10678096115589142
2018-05-11 09:45:05,288 Grad is: min: -0.011555257253348827, max: 0.012019505724310875
2018-05-11 09:45:05,288 Target is: min: 0, max: 0
2018-05-11 09:45:05,288 --------------------------------------
2018-05-11 09:45:05,288 --------------------------------------
2018-05-11 09:45:05,288 Name is: layer4.0.bn2.weight
2018-05-11 09:45:05,288 Data is: min: 0.9996004700660706, max: 1.0003955364227295
2018-05-11 09:45:05,288 Grad is: min: -0.006834208499640226, max: 0.006228610407561064
2018-05-11 09:45:05,289 Target is: min: 0, max: 0
2018-05-11 09:45:05,289 --------------------------------------
2018-05-11 09:45:05,289 --------------------------------------
2018-05-11 09:45:05,289 Name is: layer4.0.bn2.bias
2018-05-11 09:45:05,289 Data is: min: -0.0003961457987315953, max: 0.0003986668889410794
2018-05-11 09:45:05,289 Grad is: min: -0.004484699107706547, max: 0.0047358800657093525
2018-05-11 09:45:05,290 Target is: min: 0, max: 0
2018-05-11 09:45:05,290 --------------------------------------
2018-05-11 09:45:05,290 --------------------------------------
2018-05-11 09:45:05,290 Name is: layer4.0.conv3.weight
2018-05-11 09:45:05,290 Data is: min: -0.15780474245548248, max: 0.1575743705034256
2018-05-11 09:45:05,291 Grad is: min: -0.0092291459441185, max: 0.01034997683018446
2018-05-11 09:45:05,291 Target is: min: 0, max: 0
2018-05-11 09:45:05,291 --------------------------------------
2018-05-11 09:45:05,291 --------------------------------------
2018-05-11 09:45:05,291 Name is: layer4.0.bn3.weight
2018-05-11 09:45:05,291 Data is: min: 0.999599039554596, max: 1.0004010200500488
2018-05-11 09:45:05,292 Grad is: min: -0.008056358434259892, max: 0.006859996821731329
2018-05-11 09:45:05,292 Target is: min: 0, max: 0
2018-05-11 09:45:05,292 --------------------------------------
2018-05-11 09:45:05,292 --------------------------------------
2018-05-11 09:45:05,292 Name is: layer4.0.bn3.bias
2018-05-11 09:45:05,292 Data is: min: -0.0004010460979770869, max: 0.00040114205330610275
2018-05-11 09:45:05,293 Grad is: min: -0.011186543852090836, max: 0.010006511583924294
2018-05-11 09:45:05,293 Target is: min: 0, max: 0
2018-05-11 09:45:05,293 --------------------------------------
2018-05-11 09:45:05,293 --------------------------------------
2018-05-11 09:45:05,293 Name is: layer4.0.downsample.0.weight
2018-05-11 09:45:05,293 Data is: min: -0.1498868763446808, max: 0.17966143786907196
2018-05-11 09:45:05,294 Grad is: min: -0.007892847061157227, max: 0.008669819682836533
2018-05-11 09:45:05,294 Target is: min: 0, max: 0
2018-05-11 09:45:05,294 --------------------------------------
2018-05-11 09:45:05,294 --------------------------------------
2018-05-11 09:45:05,294 Name is: layer4.0.downsample.1.weight
2018-05-11 09:45:05,294 Data is: min: 0.9995988607406616, max: 1.0004011392593384
2018-05-11 09:45:05,295 Grad is: min: -0.007851120084524155, max: 0.006413761526346207
2018-05-11 09:45:05,295 Target is: min: 0, max: 0
2018-05-11 09:45:05,295 --------------------------------------
2018-05-11 09:45:05,295 --------------------------------------
2018-05-11 09:45:05,295 Name is: layer4.0.downsample.1.bias
2018-05-11 09:45:05,295 Data is: min: -0.0004010460979770869, max: 0.00040114205330610275
2018-05-11 09:45:05,296 Grad is: min: -0.011186543852090836, max: 0.010006511583924294
2018-05-11 09:45:05,296 Target is: min: 0, max: 0
2018-05-11 09:45:05,296 --------------------------------------
2018-05-11 09:45:05,296 --------------------------------------
2018-05-11 09:45:05,296 Name is: layer4.1.conv1.weight
2018-05-11 09:45:05,296 Data is: min: -0.3067731559276581, max: 0.30295923352241516
2018-05-11 09:45:05,297 Grad is: min: -0.004163431469351053, max: 0.004808404017239809
2018-05-11 09:45:05,297 Target is: min: 0, max: 0
2018-05-11 09:45:05,297 --------------------------------------
2018-05-11 09:45:05,297 --------------------------------------
2018-05-11 09:45:05,297 Name is: layer4.1.bn1.weight
2018-05-11 09:45:05,298 Data is: min: 0.9996033310890198, max: 1.000396728515625
2018-05-11 09:45:05,298 Grad is: min: -0.0050151534378528595, max: 0.005096820183098316
2018-05-11 09:45:05,298 Target is: min: 0, max: 0
2018-05-11 09:45:05,298 --------------------------------------
2018-05-11 09:45:05,298 --------------------------------------
2018-05-11 09:45:05,298 Name is: layer4.1.bn1.bias
2018-05-11 09:45:05,298 Data is: min: -0.00040037542930804193, max: 0.00039695217856206
2018-05-11 09:45:05,299 Grad is: min: -0.00472602853551507, max: 0.003756233025342226
2018-05-11 09:45:05,299 Target is: min: 0, max: 0
2018-05-11 09:45:05,299 --------------------------------------
2018-05-11 09:45:05,299 --------------------------------------
2018-05-11 09:45:05,299 Name is: layer4.1.conv2.weight
2018-05-11 09:45:05,300 Data is: min: -0.10269776731729507, max: 0.11030001938343048
2018-05-11 09:45:05,300 Grad is: min: -0.010103175416588783, max: 0.010402034968137741
2018-05-11 09:45:05,300 Target is: min: 0, max: 0
2018-05-11 09:45:05,300 --------------------------------------
2018-05-11 09:45:05,300 --------------------------------------
2018-05-11 09:45:05,300 Name is: layer4.1.bn2.weight
2018-05-11 09:45:05,301 Data is: min: 0.999602198600769, max: 1.0004003047943115
2018-05-11 09:45:05,301 Grad is: min: -0.004349044058471918, max: 0.004055807366967201
2018-05-11 09:45:05,301 Target is: min: 0, max: 0
2018-05-11 09:45:05,301 --------------------------------------
2018-05-11 09:45:05,301 --------------------------------------
2018-05-11 09:45:05,301 Name is: layer4.1.bn2.bias
2018-05-11 09:45:05,302 Data is: min: -0.00040024181362241507, max: 0.00039897143142297864
2018-05-11 09:45:05,302 Grad is: min: -0.00293814018368721, max: 0.0030905380845069885
2018-05-11 09:45:05,302 Target is: min: 0, max: 0
2018-05-11 09:45:05,302 --------------------------------------
2018-05-11 09:45:05,302 --------------------------------------
2018-05-11 09:45:05,302 Name is: layer4.1.conv3.weight
2018-05-11 09:45:05,303 Data is: min: -0.15288802981376648, max: 0.15413185954093933
2018-05-11 09:45:05,303 Grad is: min: -0.00716584175825119, max: 0.007284436374902725
2018-05-11 09:45:05,303 Target is: min: 0, max: 0
2018-05-11 09:45:05,303 --------------------------------------
2018-05-11 09:45:05,303 --------------------------------------
2018-05-11 09:45:05,303 Name is: layer4.1.bn3.weight
2018-05-11 09:45:05,304 Data is: min: 0.9995989203453064, max: 1.0004011392593384
2018-05-11 09:45:05,304 Grad is: min: -0.008924704976379871, max: 0.0074176727794110775
2018-05-11 09:45:05,304 Target is: min: 0, max: 0
2018-05-11 09:45:05,304 --------------------------------------
2018-05-11 09:45:05,304 --------------------------------------
2018-05-11 09:45:05,304 Name is: layer4.1.bn3.bias
2018-05-11 09:45:05,305 Data is: min: -0.0004008993273600936, max: 0.0004011523851659149
2018-05-11 09:45:05,305 Grad is: min: -0.01401078887283802, max: 0.013920259661972523
2018-05-11 09:45:05,305 Target is: min: 0, max: 0
2018-05-11 09:45:05,305 --------------------------------------
2018-05-11 09:45:05,305 --------------------------------------
2018-05-11 09:45:05,305 Name is: layer4.2.conv1.weight
2018-05-11 09:45:05,306 Data is: min: -0.30442631244659424, max: 0.3209674656391144
2018-05-11 09:45:05,306 Grad is: min: -0.0031387186609208584, max: 0.0029302078764885664
2018-05-11 09:45:05,306 Target is: min: 0, max: 0
2018-05-11 09:45:05,306 --------------------------------------
2018-05-11 09:45:05,307 --------------------------------------
2018-05-11 09:45:05,307 Name is: layer4.2.bn1.weight
2018-05-11 09:45:05,307 Data is: min: 0.9996017813682556, max: 1.0003989934921265
2018-05-11 09:45:05,307 Grad is: min: -0.0036213339772075415, max: 0.0032517891377210617
2018-05-11 09:45:05,307 Target is: min: 0, max: 0
2018-05-11 09:45:05,307 --------------------------------------
2018-05-11 09:45:05,307 --------------------------------------
2018-05-11 09:45:05,308 Name is: layer4.2.bn1.bias
2018-05-11 09:45:05,308 Data is: min: -0.00039853606722317636, max: 0.0003988978860434145
2018-05-11 09:45:05,308 Grad is: min: -0.0027759699150919914, max: 0.002832158701494336
2018-05-11 09:45:05,308 Target is: min: 0, max: 0
2018-05-11 09:45:05,308 --------------------------------------
2018-05-11 09:45:05,308 --------------------------------------
2018-05-11 09:45:05,308 Name is: layer4.2.conv2.weight
2018-05-11 09:45:05,309 Data is: min: -0.10794001072645187, max: 0.10254763066768646
2018-05-11 09:45:05,309 Grad is: min: -0.006670708768069744, max: 0.006412533577531576
2018-05-11 09:45:05,309 Target is: min: 0, max: 0
2018-05-11 09:45:05,310 --------------------------------------
2018-05-11 09:45:05,310 --------------------------------------
2018-05-11 09:45:05,310 Name is: layer4.2.bn2.weight
2018-05-11 09:45:05,310 Data is: min: 0.9996014833450317, max: 1.0003961324691772
2018-05-11 09:45:05,310 Grad is: min: -0.003548600012436509, max: 0.003367264289408922
2018-05-11 09:45:05,310 Target is: min: 0, max: 0
2018-05-11 09:45:05,311 --------------------------------------
2018-05-11 09:45:05,311 --------------------------------------
2018-05-11 09:45:05,311 Name is: layer4.2.bn2.bias
2018-05-11 09:45:05,311 Data is: min: -0.00040015700506046414, max: 0.000398927804781124
2018-05-11 09:45:05,311 Grad is: min: -0.00235178554430604, max: 0.002049765782430768
2018-05-11 09:45:05,311 Target is: min: 0, max: 0
2018-05-11 09:45:05,311 --------------------------------------
2018-05-11 09:45:05,312 --------------------------------------
2018-05-11 09:45:05,312 Name is: layer4.2.conv3.weight
2018-05-11 09:45:05,312 Data is: min: -0.16227936744689941, max: 0.1553618162870407
2018-05-11 09:45:05,312 Grad is: min: -0.005210408940911293, max: 0.006598317064344883
2018-05-11 09:45:05,313 Target is: min: 0, max: 0
2018-05-11 09:45:05,313 --------------------------------------
2018-05-11 09:45:05,313 --------------------------------------
2018-05-11 09:45:05,313 Name is: layer4.2.bn3.weight
2018-05-11 09:45:05,313 Data is: min: 0.9995992183685303, max: 1.0004011392593384
2018-05-11 09:45:05,313 Grad is: min: -0.007176018785685301, max: 0.006694515701383352
2018-05-11 09:45:05,314 Target is: min: 0, max: 0
2018-05-11 09:45:05,314 --------------------------------------
2018-05-11 09:45:05,314 --------------------------------------
2018-05-11 09:45:05,314 Name is: layer4.2.bn3.bias
2018-05-11 09:45:05,314 Data is: min: -0.0004006503149867058, max: 0.0004010976408608258
2018-05-11 09:45:05,314 Grad is: min: -0.01722400262951851, max: 0.017673153430223465
2018-05-11 09:45:05,314 Target is: min: 0, max: 0
2018-05-11 09:45:05,315 --------------------------------------
2018-05-11 09:45:05,315 --------------------------------------
2018-05-11 09:45:05,315 Name is: fc.weight
2018-05-11 09:45:05,315 Data is: min: -0.022497111931443214, max: 0.022483371198177338
2018-05-11 09:45:05,315 Grad is: min: -1.232344388961792, max: 0.03349299356341362
2018-05-11 09:45:05,316 Target is: min: 0, max: 0
2018-05-11 09:45:05,316 --------------------------------------
2018-05-11 09:45:05,316 --------------------------------------
2018-05-11 09:45:05,316 Name is: fc.bias
2018-05-11 09:45:05,316 Data is: min: -0.021708765998482704, max: 0.021628348156809807
2018-05-11 09:45:05,316 Grad is: min: -0.976413369178772, max: 0.018879318609833717
2018-05-11 09:45:05,316 Target is: min: 0, max: 0
2018-05-11 09:45:05,317 --------------------------------------
2018-05-11 09:45:05,317 -- RUNNING_LOSS: 3.794581413269043
2018-05-11 09:45:05,317 -- ITERATION: 4
2018-05-11 09:45:05,401 --------------------------------------
2018-05-11 09:45:05,401 Name is: conv1.weight
2018-05-11 09:45:05,401 Data is: min: -0.10912639647722244, max: 0.09904474765062332
2018-05-11 09:45:05,402 Grad is: min: -10.530122756958008, max: 8.719687461853027
2018-05-11 09:45:05,402 Target is: min: 0, max: 0
2018-05-11 09:45:05,402 --------------------------------------
2018-05-11 09:45:05,402 --------------------------------------
2018-05-11 09:45:05,402 Name is: bn1.weight
2018-05-11 09:45:05,403 Data is: min: 0.9995914697647095, max: 1.0004063844680786
2018-05-11 09:45:05,403 Grad is: min: -0.47497132420539856, max: 0.6260486841201782
2018-05-11 09:45:05,404 Target is: min: 0, max: 0
2018-05-11 09:45:05,404 --------------------------------------
2018-05-11 09:45:05,404 --------------------------------------
2018-05-11 09:45:05,404 Name is: bn1.bias
2018-05-11 09:45:05,404 Data is: min: -0.0004324347828514874, max: 0.000385385996196419
2018-05-11 09:45:05,405 Grad is: min: -0.4297940731048584, max: 0.4935656785964966
2018-05-11 09:45:05,405 Target is: min: 0, max: 0
2018-05-11 09:45:05,405 --------------------------------------
2018-05-11 09:45:05,405 --------------------------------------
2018-05-11 09:45:05,405 Name is: layer1.0.conv1.weight
2018-05-11 09:45:05,406 Data is: min: -0.6506097316741943, max: 0.5567575693130493
2018-05-11 09:45:05,406 Grad is: min: -0.996694028377533, max: 0.9322319030761719
2018-05-11 09:45:05,407 Target is: min: 0, max: 0
2018-05-11 09:45:05,407 --------------------------------------
2018-05-11 09:45:05,407 --------------------------------------
2018-05-11 09:45:05,407 Name is: layer1.0.bn1.weight
2018-05-11 09:45:05,407 Data is: min: 0.9995428323745728, max: 1.000425100326538
2018-05-11 09:45:05,408 Grad is: min: -0.5281674265861511, max: 0.5226767659187317
2018-05-11 09:45:05,408 Target is: min: 0, max: 0
2018-05-11 09:45:05,408 --------------------------------------
2018-05-11 09:45:05,408 --------------------------------------
2018-05-11 09:45:05,408 Name is: layer1.0.bn1.bias
2018-05-11 09:45:05,409 Data is: min: -0.00044805664219893515, max: 0.0004864780930802226
2018-05-11 09:45:05,409 Grad is: min: -0.4261130690574646, max: 0.38065654039382935
2018-05-11 09:45:05,409 Target is: min: 0, max: 0
2018-05-11 09:45:05,410 --------------------------------------
2018-05-11 09:45:05,410 --------------------------------------
2018-05-11 09:45:05,410 Name is: layer1.0.conv2.weight
2018-05-11 09:45:05,410 Data is: min: -0.23847216367721558, max: 0.2164134979248047
2018-05-11 09:45:05,411 Grad is: min: -1.0429271459579468, max: 0.7077667713165283
2018-05-11 09:45:05,411 Target is: min: 0, max: 0
2018-05-11 09:45:05,411 --------------------------------------
2018-05-11 09:45:05,411 --------------------------------------
2018-05-11 09:45:05,411 Name is: layer1.0.bn2.weight
2018-05-11 09:45:05,412 Data is: min: 0.9995329976081848, max: 1.0004768371582031
2018-05-11 09:45:05,412 Grad is: min: -0.5575137734413147, max: 0.4475919306278229
2018-05-11 09:45:05,412 Target is: min: 0, max: 0
2018-05-11 09:45:05,412 --------------------------------------
2018-05-11 09:45:05,413 --------------------------------------
2018-05-11 09:45:05,413 Name is: layer1.0.bn2.bias
2018-05-11 09:45:05,413 Data is: min: -0.0004178708477411419, max: 0.00044793335837312043
2018-05-11 09:45:05,413 Grad is: min: -0.24403232336044312, max: 0.40163224935531616
2018-05-11 09:45:05,414 Target is: min: 0, max: 0
2018-05-11 09:45:05,414 --------------------------------------
2018-05-11 09:45:05,414 --------------------------------------
2018-05-11 09:45:05,414 Name is: layer1.0.conv3.weight
2018-05-11 09:45:05,414 Data is: min: -0.3403758108615875, max: 0.3543183207511902
2018-05-11 09:45:05,415 Grad is: min: -0.6238224506378174, max: 0.695888876914978
2018-05-11 09:45:05,415 Target is: min: 0, max: 0
2018-05-11 09:45:05,415 --------------------------------------
2018-05-11 09:45:05,415 --------------------------------------
2018-05-11 09:45:05,415 Name is: layer1.0.bn3.weight
2018-05-11 09:45:05,416 Data is: min: 0.9995073676109314, max: 1.000496506690979
2018-05-11 09:45:05,416 Grad is: min: -0.39193376898765564, max: 0.3125866651535034
2018-05-11 09:45:05,416 Target is: min: 0, max: 0
2018-05-11 09:45:05,417 --------------------------------------
2018-05-11 09:45:05,417 --------------------------------------
2018-05-11 09:45:05,417 Name is: layer1.0.bn3.bias
2018-05-11 09:45:05,417 Data is: min: -0.0004871861601714045, max: 0.00045379018411040306
2018-05-11 09:45:05,418 Grad is: min: -0.1590801179409027, max: 0.1601957380771637
2018-05-11 09:45:05,418 Target is: min: 0, max: 0
2018-05-11 09:45:05,418 --------------------------------------
2018-05-11 09:45:05,418 --------------------------------------
2018-05-11 09:45:05,418 Name is: layer1.0.downsample.0.weight
2018-05-11 09:45:05,419 Data is: min: -0.36240777373313904, max: 0.35233113169670105
2018-05-11 09:45:05,419 Grad is: min: -0.6151343584060669, max: 0.9357616901397705
2018-05-11 09:45:05,419 Target is: min: 0, max: 0
2018-05-11 09:45:05,419 --------------------------------------
2018-05-11 09:45:05,419 --------------------------------------
2018-05-11 09:45:05,420 Name is: layer1.0.downsample.1.weight
2018-05-11 09:45:05,420 Data is: min: 0.9995359778404236, max: 1.0004940032958984
2018-05-11 09:45:05,420 Grad is: min: -0.22150930762290955, max: 0.2862032949924469
2018-05-11 09:45:05,421 Target is: min: 0, max: 0
2018-05-11 09:45:05,421 --------------------------------------
2018-05-11 09:45:05,421 --------------------------------------
2018-05-11 09:45:05,421 Name is: layer1.0.downsample.1.bias
2018-05-11 09:45:05,421 Data is: min: -0.0004871861601714045, max: 0.00045379018411040306
2018-05-11 09:45:05,422 Grad is: min: -0.1590801179409027, max: 0.1601957380771637
2018-05-11 09:45:05,422 Target is: min: 0, max: 0
2018-05-11 09:45:05,422 --------------------------------------
2018-05-11 09:45:05,422 --------------------------------------
2018-05-11 09:45:05,422 Name is: layer1.1.conv1.weight
2018-05-11 09:45:05,423 Data is: min: -0.7397234439849854, max: 0.6869646310806274
2018-05-11 09:45:05,423 Grad is: min: -0.34628692269325256, max: 0.282998651266098
2018-05-11 09:45:05,423 Target is: min: 0, max: 0
2018-05-11 09:45:05,423 --------------------------------------
2018-05-11 09:45:05,424 --------------------------------------
2018-05-11 09:45:05,424 Name is: layer1.1.bn1.weight
2018-05-11 09:45:05,424 Data is: min: 0.9995411038398743, max: 1.0004804134368896
2018-05-11 09:45:05,424 Grad is: min: -0.388175368309021, max: 0.3618331551551819
2018-05-11 09:45:05,425 Target is: min: 0, max: 0
2018-05-11 09:45:05,425 --------------------------------------
2018-05-11 09:45:05,425 --------------------------------------
2018-05-11 09:45:05,425 Name is: layer1.1.bn1.bias
2018-05-11 09:45:05,425 Data is: min: -0.0004629497998394072, max: 0.000438826740719378
2018-05-11 09:45:05,426 Grad is: min: -0.37431100010871887, max: 0.3692893981933594
2018-05-11 09:45:05,426 Target is: min: 0, max: 0
2018-05-11 09:45:05,426 --------------------------------------
2018-05-11 09:45:05,426 --------------------------------------
2018-05-11 09:45:05,426 Name is: layer1.1.conv2.weight
2018-05-11 09:45:05,427 Data is: min: -0.26038557291030884, max: 0.22577953338623047
2018-05-11 09:45:05,427 Grad is: min: -0.4473579525947571, max: 0.40385156869888306
2018-05-11 09:45:05,427 Target is: min: 0, max: 0
2018-05-11 09:45:05,427 --------------------------------------
2018-05-11 09:45:05,427 --------------------------------------
2018-05-11 09:45:05,428 Name is: layer1.1.bn2.weight
2018-05-11 09:45:05,428 Data is: min: 0.9995237588882446, max: 1.00045645236969
2018-05-11 09:45:05,428 Grad is: min: -0.2455918788909912, max: 0.22411184012889862
2018-05-11 09:45:05,428 Target is: min: 0, max: 0
2018-05-11 09:45:05,429 --------------------------------------
2018-05-11 09:45:05,429 --------------------------------------
2018-05-11 09:45:05,429 Name is: layer1.1.bn2.bias
2018-05-11 09:45:05,429 Data is: min: -0.0004563152324408293, max: 0.00045324271195568144
2018-05-11 09:45:05,430 Grad is: min: -0.2530856728553772, max: 0.2037743777036667
2018-05-11 09:45:05,430 Target is: min: 0, max: 0
2018-05-11 09:45:05,430 --------------------------------------
2018-05-11 09:45:05,430 --------------------------------------
2018-05-11 09:45:05,430 Name is: layer1.1.conv3.weight
2018-05-11 09:45:05,431 Data is: min: -0.3713799715042114, max: 0.3656008541584015
2018-05-11 09:45:05,431 Grad is: min: -0.3351694345474243, max: 0.3539470136165619
2018-05-11 09:45:05,431 Target is: min: 0, max: 0
2018-05-11 09:45:05,431 --------------------------------------
2018-05-11 09:45:05,431 --------------------------------------
2018-05-11 09:45:05,432 Name is: layer1.1.bn3.weight
2018-05-11 09:45:05,432 Data is: min: 0.9995084404945374, max: 1.0004796981811523
2018-05-11 09:45:05,432 Grad is: min: -0.1428384929895401, max: 0.15538880228996277
2018-05-11 09:45:05,432 Target is: min: 0, max: 0
2018-05-11 09:45:05,433 --------------------------------------
2018-05-11 09:45:05,433 --------------------------------------
2018-05-11 09:45:05,433 Name is: layer1.1.bn3.bias
2018-05-11 09:45:05,433 Data is: min: -0.0004861499764956534, max: 0.0004596110957209021
2018-05-11 09:45:05,433 Grad is: min: -0.10124720633029938, max: 0.09397652000188828
2018-05-11 09:45:05,434 Target is: min: 0, max: 0
2018-05-11 09:45:05,434 --------------------------------------
2018-05-11 09:45:05,434 --------------------------------------
2018-05-11 09:45:05,434 Name is: layer1.2.conv1.weight
2018-05-11 09:45:05,434 Data is: min: -0.7298117280006409, max: 0.7824965715408325
2018-05-11 09:45:05,435 Grad is: min: -0.17570440471172333, max: 0.17460507154464722
2018-05-11 09:45:05,435 Target is: min: 0, max: 0
2018-05-11 09:45:05,435 --------------------------------------
2018-05-11 09:45:05,435 --------------------------------------
2018-05-11 09:45:05,435 Name is: layer1.2.bn1.weight
2018-05-11 09:45:05,436 Data is: min: 0.9995088577270508, max: 1.000471591949463
2018-05-11 09:45:05,436 Grad is: min: -0.17510241270065308, max: 0.18113994598388672
2018-05-11 09:45:05,436 Target is: min: 0, max: 0
2018-05-11 09:45:05,436 --------------------------------------
2018-05-11 09:45:05,436 --------------------------------------
2018-05-11 09:45:05,437 Name is: layer1.2.bn1.bias
2018-05-11 09:45:05,437 Data is: min: -0.0003954630810767412, max: 0.00046833002124913037
2018-05-11 09:45:05,437 Grad is: min: -0.11902430653572083, max: 0.1928187906742096
2018-05-11 09:45:05,437 Target is: min: 0, max: 0
2018-05-11 09:45:05,438 --------------------------------------
2018-05-11 09:45:05,438 --------------------------------------
2018-05-11 09:45:05,438 Name is: layer1.2.conv2.weight
2018-05-11 09:45:05,438 Data is: min: -0.24014952778816223, max: 0.22539952397346497
2018-05-11 09:45:05,438 Grad is: min: -0.2641648054122925, max: 0.2694512605667114
2018-05-11 09:45:05,439 Target is: min: 0, max: 0
2018-05-11 09:45:05,439 --------------------------------------
2018-05-11 09:45:05,439 --------------------------------------
2018-05-11 09:45:05,439 Name is: layer1.2.bn2.weight
2018-05-11 09:45:05,439 Data is: min: 0.9995402693748474, max: 1.0004634857177734
2018-05-11 09:45:05,440 Grad is: min: -0.21224892139434814, max: 0.1441061645746231
2018-05-11 09:45:05,440 Target is: min: 0, max: 0
2018-05-11 09:45:05,440 --------------------------------------
2018-05-11 09:45:05,440 --------------------------------------
2018-05-11 09:45:05,440 Name is: layer1.2.bn2.bias
2018-05-11 09:45:05,441 Data is: min: -0.00045101376599632204, max: 0.00043327355524525046
2018-05-11 09:45:05,441 Grad is: min: -0.18406295776367188, max: 0.12110809981822968
2018-05-11 09:45:05,441 Target is: min: 0, max: 0
2018-05-11 09:45:05,441 --------------------------------------
2018-05-11 09:45:05,441 --------------------------------------
2018-05-11 09:45:05,441 Name is: layer1.2.conv3.weight
2018-05-11 09:45:05,442 Data is: min: -0.3463439345359802, max: 0.3580073118209839
2018-05-11 09:45:05,442 Grad is: min: -0.22425566613674164, max: 0.22727671265602112
2018-05-11 09:45:05,442 Target is: min: 0, max: 0
2018-05-11 09:45:05,442 --------------------------------------
2018-05-11 09:45:05,443 --------------------------------------
2018-05-11 09:45:05,443 Name is: layer1.2.bn3.weight
2018-05-11 09:45:05,443 Data is: min: 0.999509871006012, max: 1.0004521608352661
2018-05-11 09:45:05,443 Grad is: min: -0.08017886430025101, max: 0.08136636763811111
2018-05-11 09:45:05,444 Target is: min: 0, max: 0
2018-05-11 09:45:05,444 --------------------------------------
2018-05-11 09:45:05,444 --------------------------------------
2018-05-11 09:45:05,444 Name is: layer1.2.bn3.bias
2018-05-11 09:45:05,444 Data is: min: -0.0005009968299418688, max: 0.00048579301801510155
2018-05-11 09:45:05,445 Grad is: min: -0.05485028028488159, max: 0.045967262238264084
2018-05-11 09:45:05,445 Target is: min: 0, max: 0
2018-05-11 09:45:05,445 --------------------------------------
2018-05-11 09:45:05,445 --------------------------------------
2018-05-11 09:45:05,445 Name is: layer2.0.conv1.weight
2018-05-11 09:45:05,445 Data is: min: -0.4890398681163788, max: 0.5267907381057739
2018-05-11 09:45:05,446 Grad is: min: -0.17871686816215515, max: 0.14090706408023834
2018-05-11 09:45:05,446 Target is: min: 0, max: 0
2018-05-11 09:45:05,446 --------------------------------------
2018-05-11 09:45:05,446 --------------------------------------
2018-05-11 09:45:05,446 Name is: layer2.0.bn1.weight
2018-05-11 09:45:05,447 Data is: min: 0.9995144605636597, max: 1.0004854202270508
2018-05-11 09:45:05,447 Grad is: min: -0.10980843007564545, max: 0.16571074724197388
2018-05-11 09:45:05,447 Target is: min: 0, max: 0
2018-05-11 09:45:05,447 --------------------------------------
2018-05-11 09:45:05,447 --------------------------------------
2018-05-11 09:45:05,448 Name is: layer2.0.bn1.bias
2018-05-11 09:45:05,448 Data is: min: -0.00045291573042050004, max: 0.0004595114733092487
2018-05-11 09:45:05,448 Grad is: min: -0.10248444974422455, max: 0.11909762769937515
2018-05-11 09:45:05,448 Target is: min: 0, max: 0
2018-05-11 09:45:05,448 --------------------------------------
2018-05-11 09:45:05,449 --------------------------------------
2018-05-11 09:45:05,449 Name is: layer2.0.conv2.weight
2018-05-11 09:45:05,449 Data is: min: -0.18667005002498627, max: 0.17136259377002716
2018-05-11 09:45:05,449 Grad is: min: -0.1971512883901596, max: 0.15556839108467102
2018-05-11 09:45:05,450 Target is: min: 0, max: 0
2018-05-11 09:45:05,450 --------------------------------------
2018-05-11 09:45:05,450 --------------------------------------
2018-05-11 09:45:05,450 Name is: layer2.0.bn2.weight
2018-05-11 09:45:05,450 Data is: min: 0.9995080232620239, max: 1.0004760026931763
2018-05-11 09:45:05,450 Grad is: min: -0.08523563295602798, max: 0.09519194811582565
2018-05-11 09:45:05,451 Target is: min: 0, max: 0
2018-05-11 09:45:05,451 --------------------------------------
2018-05-11 09:45:05,451 --------------------------------------
2018-05-11 09:45:05,451 Name is: layer2.0.bn2.bias
2018-05-11 09:45:05,451 Data is: min: -0.0004865062946919352, max: 0.00048125002649612725
2018-05-11 09:45:05,452 Grad is: min: -0.09030815213918686, max: 0.0827561616897583
2018-05-11 09:45:05,452 Target is: min: 0, max: 0
2018-05-11 09:45:05,452 --------------------------------------
2018-05-11 09:45:05,452 --------------------------------------
2018-05-11 09:45:05,452 Name is: layer2.0.conv3.weight
2018-05-11 09:45:05,452 Data is: min: -0.26723968982696533, max: 0.24741995334625244
2018-05-11 09:45:05,453 Grad is: min: -0.15339121222496033, max: 0.14033189415931702
2018-05-11 09:45:05,453 Target is: min: 0, max: 0
2018-05-11 09:45:05,453 --------------------------------------
2018-05-11 09:45:05,453 --------------------------------------
2018-05-11 09:45:05,453 Name is: layer2.0.bn3.weight
2018-05-11 09:45:05,454 Data is: min: 0.999512791633606, max: 1.0004855394363403
2018-05-11 09:45:05,454 Grad is: min: -0.05777423456311226, max: 0.06671043485403061
2018-05-11 09:45:05,454 Target is: min: 0, max: 0
2018-05-11 09:45:05,454 --------------------------------------
2018-05-11 09:45:05,454 --------------------------------------
2018-05-11 09:45:05,454 Name is: layer2.0.bn3.bias
2018-05-11 09:45:05,455 Data is: min: -0.0004860950284637511, max: 0.0004854222643189132
2018-05-11 09:45:05,455 Grad is: min: -0.04240165278315544, max: 0.04199972748756409
2018-05-11 09:45:05,455 Target is: min: 0, max: 0
2018-05-11 09:45:05,455 --------------------------------------
2018-05-11 09:45:05,456 --------------------------------------
2018-05-11 09:45:05,456 Name is: layer2.0.downsample.0.weight
2018-05-11 09:45:05,456 Data is: min: -0.2567864954471588, max: 0.2982141375541687
2018-05-11 09:45:05,456 Grad is: min: -0.10550304502248764, max: 0.1016293317079544
2018-05-11 09:45:05,456 Target is: min: 0, max: 0
2018-05-11 09:45:05,457 --------------------------------------
2018-05-11 09:45:05,457 --------------------------------------
2018-05-11 09:45:05,457 Name is: layer2.0.downsample.1.weight
2018-05-11 09:45:05,457 Data is: min: 0.9995177388191223, max: 1.000486135482788
2018-05-11 09:45:05,457 Grad is: min: -0.0592445433139801, max: 0.05455755814909935
2018-05-11 09:45:05,458 Target is: min: 0, max: 0
2018-05-11 09:45:05,458 --------------------------------------
2018-05-11 09:45:05,458 --------------------------------------
2018-05-11 09:45:05,458 Name is: layer2.0.downsample.1.bias
2018-05-11 09:45:05,458 Data is: min: -0.0004860950284637511, max: 0.0004854222643189132
2018-05-11 09:45:05,459 Grad is: min: -0.04240165278315544, max: 0.04199972748756409
2018-05-11 09:45:05,459 Target is: min: 0, max: 0
2018-05-11 09:45:05,459 --------------------------------------
2018-05-11 09:45:05,459 --------------------------------------
2018-05-11 09:45:05,459 Name is: layer2.1.conv1.weight
2018-05-11 09:45:05,459 Data is: min: -0.5157458186149597, max: 0.5577696561813354
2018-05-11 09:45:05,460 Grad is: min: -0.08176589012145996, max: 0.07135536521673203
2018-05-11 09:45:05,460 Target is: min: 0, max: 0
2018-05-11 09:45:05,460 --------------------------------------
2018-05-11 09:45:05,460 --------------------------------------
2018-05-11 09:45:05,460 Name is: layer2.1.bn1.weight
2018-05-11 09:45:05,461 Data is: min: 0.9995619654655457, max: 1.0004587173461914
2018-05-11 09:45:05,461 Grad is: min: -0.07298541814088821, max: 0.0874367281794548
2018-05-11 09:45:05,461 Target is: min: 0, max: 0
2018-05-11 09:45:05,461 --------------------------------------
2018-05-11 09:45:05,461 --------------------------------------
2018-05-11 09:45:05,461 Name is: layer2.1.bn1.bias
2018-05-11 09:45:05,462 Data is: min: -0.0004869516706094146, max: 0.0004412182897794992
2018-05-11 09:45:05,462 Grad is: min: -0.06821586191654205, max: 0.08832969516515732
2018-05-11 09:45:05,462 Target is: min: 0, max: 0
2018-05-11 09:45:05,462 --------------------------------------
2018-05-11 09:45:05,462 --------------------------------------
2018-05-11 09:45:05,462 Name is: layer2.1.conv2.weight
2018-05-11 09:45:05,463 Data is: min: -0.1965303122997284, max: 0.17451141774654388
2018-05-11 09:45:05,463 Grad is: min: -0.1234816387295723, max: 0.11317673325538635
2018-05-11 09:45:05,463 Target is: min: 0, max: 0
2018-05-11 09:45:05,463 --------------------------------------
2018-05-11 09:45:05,463 --------------------------------------
2018-05-11 09:45:05,464 Name is: layer2.1.bn2.weight
2018-05-11 09:45:05,464 Data is: min: 0.9995262622833252, max: 1.0004558563232422
2018-05-11 09:45:05,464 Grad is: min: -0.1015385091304779, max: 0.0888647586107254
2018-05-11 09:45:05,464 Target is: min: 0, max: 0
2018-05-11 09:45:05,464 --------------------------------------
2018-05-11 09:45:05,465 --------------------------------------
2018-05-11 09:45:05,465 Name is: layer2.1.bn2.bias
2018-05-11 09:45:05,465 Data is: min: -0.000468046055175364, max: 0.0004724928585346788
2018-05-11 09:45:05,465 Grad is: min: -0.07810573279857635, max: 0.07237741351127625
2018-05-11 09:45:05,465 Target is: min: 0, max: 0
2018-05-11 09:45:05,465 --------------------------------------
2018-05-11 09:45:05,466 --------------------------------------
2018-05-11 09:45:05,466 Name is: layer2.1.conv3.weight
2018-05-11 09:45:05,466 Data is: min: -0.24480412900447845, max: 0.24149379134178162
2018-05-11 09:45:05,466 Grad is: min: -0.10232120752334595, max: 0.09691409766674042
2018-05-11 09:45:05,466 Target is: min: 0, max: 0
2018-05-11 09:45:05,467 --------------------------------------
2018-05-11 09:45:05,467 --------------------------------------
2018-05-11 09:45:05,467 Name is: layer2.1.bn3.weight
2018-05-11 09:45:05,467 Data is: min: 0.9995236396789551, max: 1.000491976737976
2018-05-11 09:45:05,467 Grad is: min: -0.0379352793097496, max: 0.031279779970645905
2018-05-11 09:45:05,468 Target is: min: 0, max: 0
2018-05-11 09:45:05,468 --------------------------------------
2018-05-11 09:45:05,468 --------------------------------------
2018-05-11 09:45:05,468 Name is: layer2.1.bn3.bias
2018-05-11 09:45:05,468 Data is: min: -0.00048049003817141056, max: 0.0004889058182016015
2018-05-11 09:45:05,469 Grad is: min: -0.02789045125246048, max: 0.02552759274840355
2018-05-11 09:45:05,469 Target is: min: 0, max: 0
2018-05-11 09:45:05,469 --------------------------------------
2018-05-11 09:45:05,469 --------------------------------------
2018-05-11 09:45:05,469 Name is: layer2.2.conv1.weight
2018-05-11 09:45:05,469 Data is: min: -0.526665210723877, max: 0.4938756823539734
2018-05-11 09:45:05,470 Grad is: min: -0.04499971121549606, max: 0.04370085150003433
2018-05-11 09:45:05,470 Target is: min: 0, max: 0
2018-05-11 09:45:05,470 --------------------------------------
2018-05-11 09:45:05,470 --------------------------------------
2018-05-11 09:45:05,470 Name is: layer2.2.bn1.weight
2018-05-11 09:45:05,470 Data is: min: 0.9995323419570923, max: 1.0004749298095703
2018-05-11 09:45:05,471 Grad is: min: -0.06058526784181595, max: 0.05439303442835808
2018-05-11 09:45:05,471 Target is: min: 0, max: 0
2018-05-11 09:45:05,471 --------------------------------------
2018-05-11 09:45:05,471 --------------------------------------
2018-05-11 09:45:05,471 Name is: layer2.2.bn1.bias
2018-05-11 09:45:05,472 Data is: min: -0.0004652285424526781, max: 0.0004698428965639323
2018-05-11 09:45:05,472 Grad is: min: -0.0638924390077591, max: 0.04444550350308418
2018-05-11 09:45:05,472 Target is: min: 0, max: 0
2018-05-11 09:45:05,472 --------------------------------------
2018-05-11 09:45:05,472 --------------------------------------
2018-05-11 09:45:05,472 Name is: layer2.2.conv2.weight
2018-05-11 09:45:05,473 Data is: min: -0.17420077323913574, max: 0.1817997395992279
2018-05-11 09:45:05,473 Grad is: min: -0.08240377902984619, max: 0.07639846950769424
2018-05-11 09:45:05,473 Target is: min: 0, max: 0
2018-05-11 09:45:05,473 --------------------------------------
2018-05-11 09:45:05,473 --------------------------------------
2018-05-11 09:45:05,473 Name is: layer2.2.bn2.weight
2018-05-11 09:45:05,474 Data is: min: 0.9995068907737732, max: 1.0004898309707642
2018-05-11 09:45:05,474 Grad is: min: -0.05097237974405289, max: 0.06069590523838997
2018-05-11 09:45:05,474 Target is: min: 0, max: 0
2018-05-11 09:45:05,474 --------------------------------------
2018-05-11 09:45:05,474 --------------------------------------
2018-05-11 09:45:05,474 Name is: layer2.2.bn2.bias
2018-05-11 09:45:05,475 Data is: min: -0.00047304696636274457, max: 0.0004795629356522113
2018-05-11 09:45:05,475 Grad is: min: -0.047430288046598434, max: 0.03599858656525612
2018-05-11 09:45:05,475 Target is: min: 0, max: 0
2018-05-11 09:45:05,475 --------------------------------------
2018-05-11 09:45:05,475 --------------------------------------
2018-05-11 09:45:05,475 Name is: layer2.2.conv3.weight
2018-05-11 09:45:05,476 Data is: min: -0.26315897703170776, max: 0.2819491922855377
2018-05-11 09:45:05,476 Grad is: min: -0.06681110709905624, max: 0.06360005587339401
2018-05-11 09:45:05,476 Target is: min: 0, max: 0
2018-05-11 09:45:05,476 --------------------------------------
2018-05-11 09:45:05,476 --------------------------------------
2018-05-11 09:45:05,476 Name is: layer2.2.bn3.weight
2018-05-11 09:45:05,477 Data is: min: 0.9995107054710388, max: 1.0004703998565674
2018-05-11 09:45:05,477 Grad is: min: -0.032186735421419144, max: 0.02537907101213932
2018-05-11 09:45:05,477 Target is: min: 0, max: 0
2018-05-11 09:45:05,477 --------------------------------------
2018-05-11 09:45:05,477 --------------------------------------
2018-05-11 09:45:05,478 Name is: layer2.2.bn3.bias
2018-05-11 09:45:05,478 Data is: min: -0.0004852208658121526, max: 0.0004997305222786963
2018-05-11 09:45:05,478 Grad is: min: -0.017050959169864655, max: 0.014465469866991043
2018-05-11 09:45:05,478 Target is: min: 0, max: 0
2018-05-11 09:45:05,478 --------------------------------------
2018-05-11 09:45:05,478 --------------------------------------
2018-05-11 09:45:05,479 Name is: layer2.3.conv1.weight
2018-05-11 09:45:05,479 Data is: min: -0.5495427846908569, max: 0.5499305129051208
2018-05-11 09:45:05,479 Grad is: min: -0.03530960530042648, max: 0.02931046299636364
2018-05-11 09:45:05,479 Target is: min: 0, max: 0
2018-05-11 09:45:05,479 --------------------------------------
2018-05-11 09:45:05,480 --------------------------------------
2018-05-11 09:45:05,480 Name is: layer2.3.bn1.weight
2018-05-11 09:45:05,480 Data is: min: 0.9995107650756836, max: 1.000472068786621
2018-05-11 09:45:05,480 Grad is: min: -0.04658753052353859, max: 0.04478587582707405
2018-05-11 09:45:05,480 Target is: min: 0, max: 0
2018-05-11 09:45:05,481 --------------------------------------
2018-05-11 09:45:05,481 --------------------------------------
2018-05-11 09:45:05,481 Name is: layer2.3.bn1.bias
2018-05-11 09:45:05,481 Data is: min: -0.0004566579591482878, max: 0.00047086356789804995
2018-05-11 09:45:05,481 Grad is: min: -0.043243080377578735, max: 0.04870504140853882
2018-05-11 09:45:05,481 Target is: min: 0, max: 0
2018-05-11 09:45:05,482 --------------------------------------
2018-05-11 09:45:05,482 --------------------------------------
2018-05-11 09:45:05,482 Name is: layer2.3.conv2.weight
2018-05-11 09:45:05,482 Data is: min: -0.1880599707365036, max: 0.17820370197296143
2018-05-11 09:45:05,482 Grad is: min: -0.061964746564626694, max: 0.05504336580634117
2018-05-11 09:45:05,483 Target is: min: 0, max: 0
2018-05-11 09:45:05,483 --------------------------------------
2018-05-11 09:45:05,483 --------------------------------------
2018-05-11 09:45:05,483 Name is: layer2.3.bn2.weight
2018-05-11 09:45:05,483 Data is: min: 0.9995099902153015, max: 1.0004819631576538
2018-05-11 09:45:05,483 Grad is: min: -0.04104587808251381, max: 0.03302522748708725
2018-05-11 09:45:05,484 Target is: min: 0, max: 0
2018-05-11 09:45:05,484 --------------------------------------
2018-05-11 09:45:05,484 --------------------------------------
2018-05-11 09:45:05,484 Name is: layer2.3.bn2.bias
2018-05-11 09:45:05,484 Data is: min: -0.00046569330152124166, max: 0.00047685770550742745
2018-05-11 09:45:05,484 Grad is: min: -0.0328703299164772, max: 0.034970253705978394
2018-05-11 09:45:05,485 Target is: min: 0, max: 0
2018-05-11 09:45:05,485 --------------------------------------
2018-05-11 09:45:05,485 --------------------------------------
2018-05-11 09:45:05,485 Name is: layer2.3.conv3.weight
2018-05-11 09:45:05,485 Data is: min: -0.3043268322944641, max: 0.27307459712028503
2018-05-11 09:45:05,485 Grad is: min: -0.044193778187036514, max: 0.04633735120296478
2018-05-11 09:45:05,486 Target is: min: 0, max: 0
2018-05-11 09:45:05,486 --------------------------------------
2018-05-11 09:45:05,486 --------------------------------------
2018-05-11 09:45:05,486 Name is: layer2.3.bn3.weight
2018-05-11 09:45:05,486 Data is: min: 0.9995096921920776, max: 1.0004914999008179
2018-05-11 09:45:05,486 Grad is: min: -0.01842542551457882, max: 0.01610300876200199
2018-05-11 09:45:05,487 Target is: min: 0, max: 0
2018-05-11 09:45:05,487 --------------------------------------
2018-05-11 09:45:05,487 --------------------------------------
2018-05-11 09:45:05,487 Name is: layer2.3.bn3.bias
2018-05-11 09:45:05,487 Data is: min: -0.000500252062920481, max: 0.00048230771790258586
2018-05-11 09:45:05,487 Grad is: min: -0.01084238849580288, max: 0.010400495491921902
2018-05-11 09:45:05,488 Target is: min: 0, max: 0
2018-05-11 09:45:05,488 --------------------------------------
2018-05-11 09:45:05,488 --------------------------------------
2018-05-11 09:45:05,488 Name is: layer3.0.conv1.weight
2018-05-11 09:45:05,488 Data is: min: -0.4042019546031952, max: 0.36398500204086304
2018-05-11 09:45:05,488 Grad is: min: -0.03279535472393036, max: 0.029909366741776466
2018-05-11 09:45:05,489 Target is: min: 0, max: 0
2018-05-11 09:45:05,489 --------------------------------------
2018-05-11 09:45:05,489 --------------------------------------
2018-05-11 09:45:05,489 Name is: layer3.0.bn1.weight
2018-05-11 09:45:05,489 Data is: min: 0.9995096921920776, max: 1.0004780292510986
2018-05-11 09:45:05,489 Grad is: min: -0.023786744102835655, max: 0.030464980751276016
2018-05-11 09:45:05,490 Target is: min: 0, max: 0
2018-05-11 09:45:05,490 --------------------------------------
2018-05-11 09:45:05,490 --------------------------------------
2018-05-11 09:45:05,490 Name is: layer3.0.bn1.bias
2018-05-11 09:45:05,490 Data is: min: -0.00047845288645476103, max: 0.00048477714881300926
2018-05-11 09:45:05,490 Grad is: min: -0.02829737216234207, max: 0.026806078851222992
2018-05-11 09:45:05,491 Target is: min: 0, max: 0
2018-05-11 09:45:05,491 --------------------------------------
2018-05-11 09:45:05,491 --------------------------------------
2018-05-11 09:45:05,491 Name is: layer3.0.conv2.weight
2018-05-11 09:45:05,491 Data is: min: -0.1389203667640686, max: 0.1379566490650177
2018-05-11 09:45:05,492 Grad is: min: -0.04797045886516571, max: 0.049691103398799896
2018-05-11 09:45:05,492 Target is: min: 0, max: 0
2018-05-11 09:45:05,492 --------------------------------------
2018-05-11 09:45:05,492 --------------------------------------
2018-05-11 09:45:05,492 Name is: layer3.0.bn2.weight
2018-05-11 09:45:05,492 Data is: min: 0.9995221495628357, max: 1.0004769563674927
2018-05-11 09:45:05,493 Grad is: min: -0.03018915094435215, max: 0.032392192631959915
2018-05-11 09:45:05,493 Target is: min: 0, max: 0
2018-05-11 09:45:05,493 --------------------------------------
2018-05-11 09:45:05,493 --------------------------------------
2018-05-11 09:45:05,493 Name is: layer3.0.bn2.bias
2018-05-11 09:45:05,493 Data is: min: -0.0004812413244508207, max: 0.0004819740424863994
2018-05-11 09:45:05,494 Grad is: min: -0.02556544728577137, max: 0.02204947918653488
2018-05-11 09:45:05,494 Target is: min: 0, max: 0
2018-05-11 09:45:05,494 --------------------------------------
2018-05-11 09:45:05,494 --------------------------------------
2018-05-11 09:45:05,494 Name is: layer3.0.conv3.weight
2018-05-11 09:45:05,494 Data is: min: -0.19293814897537231, max: 0.20159874856472015
2018-05-11 09:45:05,495 Grad is: min: -0.031199857592582703, max: 0.03404713049530983
2018-05-11 09:45:05,495 Target is: min: 0, max: 0
2018-05-11 09:45:05,495 --------------------------------------
2018-05-11 09:45:05,495 --------------------------------------
2018-05-11 09:45:05,495 Name is: layer3.0.bn3.weight
2018-05-11 09:45:05,495 Data is: min: 0.9995180368423462, max: 1.000498652458191
2018-05-11 09:45:05,496 Grad is: min: -0.01260262168943882, max: 0.01428998727351427
2018-05-11 09:45:05,499 Target is: min: 0, max: 0
2018-05-11 09:45:05,499 --------------------------------------
2018-05-11 09:45:05,499 --------------------------------------
2018-05-11 09:45:05,499 Name is: layer3.0.bn3.bias
2018-05-11 09:45:05,499 Data is: min: -0.0004930502618663013, max: 0.0004995939671061933
2018-05-11 09:45:05,500 Grad is: min: -0.012161829508841038, max: 0.010669847950339317
2018-05-11 09:45:05,500 Target is: min: 0, max: 0
2018-05-11 09:45:05,500 --------------------------------------
2018-05-11 09:45:05,500 --------------------------------------
2018-05-11 09:45:05,500 Name is: layer3.0.downsample.0.weight
2018-05-11 09:45:05,500 Data is: min: -0.2035868912935257, max: 0.1972074806690216
2018-05-11 09:45:05,501 Grad is: min: -0.027476171031594276, max: 0.02607613429427147
2018-05-11 09:45:05,501 Target is: min: 0, max: 0
2018-05-11 09:45:05,501 --------------------------------------
2018-05-11 09:45:05,501 --------------------------------------
2018-05-11 09:45:05,501 Name is: layer3.0.downsample.1.weight
2018-05-11 09:45:05,501 Data is: min: 0.9995183348655701, max: 1.0004972219467163
2018-05-11 09:45:05,502 Grad is: min: -0.014978279359638691, max: 0.011786205694079399
2018-05-11 09:45:05,502 Target is: min: 0, max: 0
2018-05-11 09:45:05,502 --------------------------------------
2018-05-11 09:45:05,502 --------------------------------------
2018-05-11 09:45:05,502 Name is: layer3.0.downsample.1.bias
2018-05-11 09:45:05,502 Data is: min: -0.0004930502618663013, max: 0.0004995939671061933
2018-05-11 09:45:05,503 Grad is: min: -0.012161829508841038, max: 0.010669847950339317
2018-05-11 09:45:05,503 Target is: min: 0, max: 0
2018-05-11 09:45:05,503 --------------------------------------
2018-05-11 09:45:05,503 --------------------------------------
2018-05-11 09:45:05,503 Name is: layer3.1.conv1.weight
2018-05-11 09:45:05,503 Data is: min: -0.4530121386051178, max: 0.37614041566848755
2018-05-11 09:45:05,504 Grad is: min: -0.017343837767839432, max: 0.018356261774897575
2018-05-11 09:45:05,504 Target is: min: 0, max: 0
2018-05-11 09:45:05,504 --------------------------------------
2018-05-11 09:45:05,504 --------------------------------------
2018-05-11 09:45:05,504 Name is: layer3.1.bn1.weight
2018-05-11 09:45:05,505 Data is: min: 0.9995039105415344, max: 1.000490665435791
2018-05-11 09:45:05,505 Grad is: min: -0.018687354400753975, max: 0.020112285390496254
2018-05-11 09:45:05,506 Target is: min: 0, max: 0
2018-05-11 09:45:05,506 --------------------------------------
2018-05-11 09:45:05,506 --------------------------------------
2018-05-11 09:45:05,507 Name is: layer3.1.bn1.bias
2018-05-11 09:45:05,507 Data is: min: -0.0004968324792571366, max: 0.0004822451446671039
2018-05-11 09:45:05,508 Grad is: min: -0.02329852804541588, max: 0.019549768418073654
2018-05-11 09:45:05,509 Target is: min: 0, max: 0
2018-05-11 09:45:05,509 --------------------------------------
2018-05-11 09:45:05,509 --------------------------------------
2018-05-11 09:45:05,509 Name is: layer3.1.conv2.weight
2018-05-11 09:45:05,510 Data is: min: -0.1374119520187378, max: 0.13735078275203705
2018-05-11 09:45:05,510 Grad is: min: -0.0336805135011673, max: 0.028882581740617752
2018-05-11 09:45:05,511 Target is: min: 0, max: 0
2018-05-11 09:45:05,511 --------------------------------------
2018-05-11 09:45:05,511 --------------------------------------
2018-05-11 09:45:05,512 Name is: layer3.1.bn2.weight
2018-05-11 09:45:05,512 Data is: min: 0.9995203614234924, max: 1.0004836320877075
2018-05-11 09:45:05,513 Grad is: min: -0.018574008718132973, max: 0.01705634780228138
2018-05-11 09:45:05,513 Target is: min: 0, max: 0
2018-05-11 09:45:05,514 --------------------------------------
2018-05-11 09:45:05,514 --------------------------------------
2018-05-11 09:45:05,514 Name is: layer3.1.bn2.bias
2018-05-11 09:45:05,514 Data is: min: -0.0004608224262483418, max: 0.0004818492161575705
2018-05-11 09:45:05,515 Grad is: min: -0.014330612495541573, max: 0.01593347080051899
2018-05-11 09:45:05,515 Target is: min: 0, max: 0
2018-05-11 09:45:05,516 --------------------------------------
2018-05-11 09:45:05,516 --------------------------------------
2018-05-11 09:45:05,516 Name is: layer3.1.conv3.weight
2018-05-11 09:45:05,517 Data is: min: -0.20935140550136566, max: 0.19656319916248322
2018-05-11 09:45:05,517 Grad is: min: -0.021642539650201797, max: 0.025671064853668213
2018-05-11 09:45:05,518 Target is: min: 0, max: 0
2018-05-11 09:45:05,518 --------------------------------------
2018-05-11 09:45:05,518 --------------------------------------
2018-05-11 09:45:05,518 Name is: layer3.1.bn3.weight
2018-05-11 09:45:05,519 Data is: min: 0.9995054602622986, max: 1.0004900693893433
2018-05-11 09:45:05,519 Grad is: min: -0.008472840301692486, max: 0.009120325557887554
2018-05-11 09:45:05,520 Target is: min: 0, max: 0
2018-05-11 09:45:05,520 --------------------------------------
2018-05-11 09:45:05,520 --------------------------------------
2018-05-11 09:45:05,520 Name is: layer3.1.bn3.bias
2018-05-11 09:45:05,521 Data is: min: -0.0004876117454841733, max: 0.000493123079650104
2018-05-11 09:45:05,522 Grad is: min: -0.006387310568243265, max: 0.006993293296545744
2018-05-11 09:45:05,522 Target is: min: 0, max: 0
2018-05-11 09:45:05,522 --------------------------------------
2018-05-11 09:45:05,522 --------------------------------------
2018-05-11 09:45:05,522 Name is: layer3.2.conv1.weight
2018-05-11 09:45:05,523 Data is: min: -0.39774802327156067, max: 0.43797391653060913
2018-05-11 09:45:05,524 Grad is: min: -0.011892021633684635, max: 0.010718658566474915
2018-05-11 09:45:05,525 Target is: min: 0, max: 0
2018-05-11 09:45:05,525 --------------------------------------
2018-05-11 09:45:05,525 --------------------------------------
2018-05-11 09:45:05,525 Name is: layer3.2.bn1.weight
2018-05-11 09:45:05,526 Data is: min: 0.9995108842849731, max: 1.0004684925079346
2018-05-11 09:45:05,526 Grad is: min: -0.016790721565485, max: 0.019290246069431305
2018-05-11 09:45:05,526 Target is: min: 0, max: 0
2018-05-11 09:45:05,527 --------------------------------------
2018-05-11 09:45:05,527 --------------------------------------
2018-05-11 09:45:05,527 Name is: layer3.2.bn1.bias
2018-05-11 09:45:05,528 Data is: min: -0.0004762388707604259, max: 0.0004909480339847505
2018-05-11 09:45:05,528 Grad is: min: -0.012734688818454742, max: 0.011244143359363079
2018-05-11 09:45:05,528 Target is: min: 0, max: 0
2018-05-11 09:45:05,529 --------------------------------------
2018-05-11 09:45:05,529 --------------------------------------
2018-05-11 09:45:05,529 Name is: layer3.2.conv2.weight
2018-05-11 09:45:05,530 Data is: min: -0.13976040482521057, max: 0.1336555778980255
2018-05-11 09:45:05,530 Grad is: min: -0.022388208657503128, max: 0.027416342869400978
2018-05-11 09:45:05,531 Target is: min: 0, max: 0
2018-05-11 09:45:05,531 --------------------------------------
2018-05-11 09:45:05,531 --------------------------------------
2018-05-11 09:45:05,531 Name is: layer3.2.bn2.weight
2018-05-11 09:45:05,532 Data is: min: 0.99952232837677, max: 1.0004760026931763
2018-05-11 09:45:05,532 Grad is: min: -0.014811947010457516, max: 0.011993270367383957
2018-05-11 09:45:05,532 Target is: min: 0, max: 0
2018-05-11 09:45:05,533 --------------------------------------
2018-05-11 09:45:05,533 --------------------------------------
2018-05-11 09:45:05,533 Name is: layer3.2.bn2.bias
2018-05-11 09:45:05,534 Data is: min: -0.00048672122647985816, max: 0.0004944824031554163
2018-05-11 09:45:05,534 Grad is: min: -0.010111198760569096, max: 0.010478571988642216
2018-05-11 09:45:05,534 Target is: min: 0, max: 0
2018-05-11 09:45:05,534 --------------------------------------
2018-05-11 09:45:05,534 --------------------------------------
2018-05-11 09:45:05,534 Name is: layer3.2.conv3.weight
2018-05-11 09:45:05,535 Data is: min: -0.1986526995897293, max: 0.21708132326602936
2018-05-11 09:45:05,536 Grad is: min: -0.017356911674141884, max: 0.01653774455189705
2018-05-11 09:45:05,536 Target is: min: 0, max: 0
2018-05-11 09:45:05,536 --------------------------------------
2018-05-11 09:45:05,536 --------------------------------------
2018-05-11 09:45:05,536 Name is: layer3.2.bn3.weight
2018-05-11 09:45:05,537 Data is: min: 0.9995067715644836, max: 1.0004926919937134
2018-05-11 09:45:05,538 Grad is: min: -0.0070623657666146755, max: 0.0076410421170294285
2018-05-11 09:45:05,538 Target is: min: 0, max: 0
2018-05-11 09:45:05,538 --------------------------------------
2018-05-11 09:45:05,538 --------------------------------------
2018-05-11 09:45:05,538 Name is: layer3.2.bn3.bias
2018-05-11 09:45:05,539 Data is: min: -0.0004998903605155647, max: 0.0004915405297651887
2018-05-11 09:45:05,540 Grad is: min: -0.005224023945629597, max: 0.0044599599204957485
2018-05-11 09:45:05,540 Target is: min: 0, max: 0
2018-05-11 09:45:05,540 --------------------------------------
2018-05-11 09:45:05,540 --------------------------------------
2018-05-11 09:45:05,541 Name is: layer3.3.conv1.weight
2018-05-11 09:45:05,541 Data is: min: -0.3800966739654541, max: 0.41619575023651123
2018-05-11 09:45:05,542 Grad is: min: -0.008328311145305634, max: 0.008573286235332489
2018-05-11 09:45:05,542 Target is: min: 0, max: 0
2018-05-11 09:45:05,542 --------------------------------------
2018-05-11 09:45:05,542 --------------------------------------
2018-05-11 09:45:05,543 Name is: layer3.3.bn1.weight
2018-05-11 09:45:05,543 Data is: min: 0.9995148777961731, max: 1.0004856586456299
2018-05-11 09:45:05,543 Grad is: min: -0.012653568759560585, max: 0.011747930198907852
2018-05-11 09:45:05,544 Target is: min: 0, max: 0
2018-05-11 09:45:05,544 --------------------------------------
2018-05-11 09:45:05,544 --------------------------------------
2018-05-11 09:45:05,544 Name is: layer3.3.bn1.bias
2018-05-11 09:45:05,545 Data is: min: -0.000479601148981601, max: 0.00048639127635397017
2018-05-11 09:45:05,545 Grad is: min: -0.008929087780416012, max: 0.011673720553517342
2018-05-11 09:45:05,545 Target is: min: 0, max: 0
2018-05-11 09:45:05,546 --------------------------------------
2018-05-11 09:45:05,546 --------------------------------------
2018-05-11 09:45:05,546 Name is: layer3.3.conv2.weight
2018-05-11 09:45:05,546 Data is: min: -0.13690564036369324, max: 0.14547254145145416
2018-05-11 09:45:05,547 Grad is: min: -0.015376697294414043, max: 0.01597689464688301
2018-05-11 09:45:05,547 Target is: min: 0, max: 0
2018-05-11 09:45:05,547 --------------------------------------
2018-05-11 09:45:05,547 --------------------------------------
2018-05-11 09:45:05,548 Name is: layer3.3.bn2.weight
2018-05-11 09:45:05,548 Data is: min: 0.9995173811912537, max: 1.0004997253417969
2018-05-11 09:45:05,549 Grad is: min: -0.009949599392712116, max: 0.00966394692659378
2018-05-11 09:45:05,549 Target is: min: 0, max: 0
2018-05-11 09:45:05,549 --------------------------------------
2018-05-11 09:45:05,549 --------------------------------------
2018-05-11 09:45:05,550 Name is: layer3.3.bn2.bias
2018-05-11 09:45:05,550 Data is: min: -0.0004996479256078601, max: 0.0004915311583317816
2018-05-11 09:45:05,550 Grad is: min: -0.007015472277998924, max: 0.00960463285446167
2018-05-11 09:45:05,551 Target is: min: 0, max: 0
2018-05-11 09:45:05,551 --------------------------------------
2018-05-11 09:45:05,551 --------------------------------------
2018-05-11 09:45:05,551 Name is: layer3.3.conv3.weight
2018-05-11 09:45:05,552 Data is: min: -0.20330742001533508, max: 0.19377318024635315
2018-05-11 09:45:05,552 Grad is: min: -0.012811891734600067, max: 0.011631795205175877
2018-05-11 09:45:05,552 Target is: min: 0, max: 0
2018-05-11 09:45:05,552 --------------------------------------
2018-05-11 09:45:05,553 --------------------------------------
2018-05-11 09:45:05,553 Name is: layer3.3.bn3.weight
2018-05-11 09:45:05,553 Data is: min: 0.999505341053009, max: 1.0005004405975342
2018-05-11 09:45:05,554 Grad is: min: -0.004957285709679127, max: 0.007337247487157583
2018-05-11 09:45:05,554 Target is: min: 0, max: 0
2018-05-11 09:45:05,554 --------------------------------------
2018-05-11 09:45:05,554 --------------------------------------
2018-05-11 09:45:05,554 Name is: layer3.3.bn3.bias
2018-05-11 09:45:05,554 Data is: min: -0.0004956577904522419, max: 0.0004889791016466916
2018-05-11 09:45:05,554 Grad is: min: -0.0034978834446519613, max: 0.002944087842479348
2018-05-11 09:45:05,555 Target is: min: 0, max: 0
2018-05-11 09:45:05,555 --------------------------------------
2018-05-11 09:45:05,555 --------------------------------------
2018-05-11 09:45:05,555 Name is: layer3.4.conv1.weight
2018-05-11 09:45:05,556 Data is: min: -0.3866145610809326, max: 0.38286298513412476
2018-05-11 09:45:05,556 Grad is: min: -0.007683795876801014, max: 0.006856922060251236
2018-05-11 09:45:05,557 Target is: min: 0, max: 0
2018-05-11 09:45:05,557 --------------------------------------
2018-05-11 09:45:05,557 --------------------------------------
2018-05-11 09:45:05,557 Name is: layer3.4.bn1.weight
2018-05-11 09:45:05,557 Data is: min: 0.9995141625404358, max: 1.0004938840866089
2018-05-11 09:45:05,558 Grad is: min: -0.008830121718347073, max: 0.008677625097334385
2018-05-11 09:45:05,558 Target is: min: 0, max: 0
2018-05-11 09:45:05,558 --------------------------------------
2018-05-11 09:45:05,559 --------------------------------------
2018-05-11 09:45:05,559 Name is: layer3.4.bn1.bias
2018-05-11 09:45:05,559 Data is: min: -0.00047643642756156623, max: 0.0004835198924411088
2018-05-11 09:45:05,559 Grad is: min: -0.006876848638057709, max: 0.006639241240918636
2018-05-11 09:45:05,560 Target is: min: 0, max: 0
2018-05-11 09:45:05,560 --------------------------------------
2018-05-11 09:45:05,560 --------------------------------------
2018-05-11 09:45:05,560 Name is: layer3.4.conv2.weight
2018-05-11 09:45:05,561 Data is: min: -0.1310051530599594, max: 0.1509760469198227
2018-05-11 09:45:05,561 Grad is: min: -0.013763446360826492, max: 0.013237876817584038
2018-05-11 09:45:05,562 Target is: min: 0, max: 0
2018-05-11 09:45:05,562 --------------------------------------
2018-05-11 09:45:05,562 --------------------------------------
2018-05-11 09:45:05,562 Name is: layer3.4.bn2.weight
2018-05-11 09:45:05,563 Data is: min: 0.9995215535163879, max: 1.000492811203003
2018-05-11 09:45:05,563 Grad is: min: -0.0071221026591956615, max: 0.00929797999560833
2018-05-11 09:45:05,564 Target is: min: 0, max: 0
2018-05-11 09:45:05,564 --------------------------------------
2018-05-11 09:45:05,564 --------------------------------------
2018-05-11 09:45:05,564 Name is: layer3.4.bn2.bias
2018-05-11 09:45:05,565 Data is: min: -0.0004878987674601376, max: 0.0004896621103398502
2018-05-11 09:45:05,565 Grad is: min: -0.006287704687565565, max: 0.00640528928488493
2018-05-11 09:45:05,566 Target is: min: 0, max: 0
2018-05-11 09:45:05,566 --------------------------------------
2018-05-11 09:45:05,566 --------------------------------------
2018-05-11 09:45:05,566 Name is: layer3.4.conv3.weight
2018-05-11 09:45:05,566 Data is: min: -0.20764781534671783, max: 0.20321908593177795
2018-05-11 09:45:05,567 Grad is: min: -0.010815873742103577, max: 0.011229288764297962
2018-05-11 09:45:05,567 Target is: min: 0, max: 0
2018-05-11 09:45:05,568 --------------------------------------
2018-05-11 09:45:05,568 --------------------------------------
2018-05-11 09:45:05,568 Name is: layer3.4.bn3.weight
2018-05-11 09:45:05,568 Data is: min: 0.9995060563087463, max: 1.0004926919937134
2018-05-11 09:45:05,569 Grad is: min: -0.004427148960530758, max: 0.004183661192655563
2018-05-11 09:45:05,569 Target is: min: 0, max: 0
2018-05-11 09:45:05,570 --------------------------------------
2018-05-11 09:45:05,570 --------------------------------------
2018-05-11 09:45:05,570 Name is: layer3.4.bn3.bias
2018-05-11 09:45:05,570 Data is: min: -0.0004940716899000108, max: 0.0004922371008433402
2018-05-11 09:45:05,571 Grad is: min: -0.0026883126702159643, max: 0.001977527281269431
2018-05-11 09:45:05,572 Target is: min: 0, max: 0
2018-05-11 09:45:05,572 --------------------------------------
2018-05-11 09:45:05,572 --------------------------------------
2018-05-11 09:45:05,572 Name is: layer3.5.conv1.weight
2018-05-11 09:45:05,572 Data is: min: -0.4035963714122772, max: 0.4353155493736267
2018-05-11 09:45:05,573 Grad is: min: -0.006328496616333723, max: 0.005423803348094225
2018-05-11 09:45:05,573 Target is: min: 0, max: 0
2018-05-11 09:45:05,573 --------------------------------------
2018-05-11 09:45:05,573 --------------------------------------
2018-05-11 09:45:05,574 Name is: layer3.5.bn1.weight
2018-05-11 09:45:05,574 Data is: min: 0.9995092153549194, max: 1.0004814863204956
2018-05-11 09:45:05,575 Grad is: min: -0.006487017031759024, max: 0.00856647826731205
2018-05-11 09:45:05,575 Target is: min: 0, max: 0
2018-05-11 09:45:05,575 --------------------------------------
2018-05-11 09:45:05,575 --------------------------------------
2018-05-11 09:45:05,576 Name is: layer3.5.bn1.bias
2018-05-11 09:45:05,576 Data is: min: -0.0004946710541844368, max: 0.0004727122141048312
2018-05-11 09:45:05,576 Grad is: min: -0.007389429025352001, max: 0.006068942602723837
2018-05-11 09:45:05,577 Target is: min: 0, max: 0
2018-05-11 09:45:05,577 --------------------------------------
2018-05-11 09:45:05,577 --------------------------------------
2018-05-11 09:45:05,577 Name is: layer3.5.conv2.weight
2018-05-11 09:45:05,578 Data is: min: -0.13884352147579193, max: 0.14109615981578827
2018-05-11 09:45:05,578 Grad is: min: -0.010381584987044334, max: 0.011808437295258045
2018-05-11 09:45:05,578 Target is: min: 0, max: 0
2018-05-11 09:45:05,578 --------------------------------------
2018-05-11 09:45:05,578 --------------------------------------
2018-05-11 09:45:05,579 Name is: layer3.5.bn2.weight
2018-05-11 09:45:05,579 Data is: min: 0.9995175004005432, max: 1.0004937648773193
2018-05-11 09:45:05,579 Grad is: min: -0.005287572741508484, max: 0.004886382259428501
2018-05-11 09:45:05,580 Target is: min: 0, max: 0
2018-05-11 09:45:05,580 --------------------------------------
2018-05-11 09:45:05,580 --------------------------------------
2018-05-11 09:45:05,580 Name is: layer3.5.bn2.bias
2018-05-11 09:45:05,580 Data is: min: -0.0004797451547347009, max: 0.00049504020716995
2018-05-11 09:45:05,581 Grad is: min: -0.005112277343869209, max: 0.004745231941342354
2018-05-11 09:45:05,581 Target is: min: 0, max: 0
2018-05-11 09:45:05,581 --------------------------------------
2018-05-11 09:45:05,582 --------------------------------------
2018-05-11 09:45:05,582 Name is: layer3.5.conv3.weight
2018-05-11 09:45:05,582 Data is: min: -0.20550855994224548, max: 0.2004617601633072
2018-05-11 09:45:05,583 Grad is: min: -0.008503186516463757, max: 0.007782375440001488
2018-05-11 09:45:05,583 Target is: min: 0, max: 0
2018-05-11 09:45:05,583 --------------------------------------
2018-05-11 09:45:05,584 --------------------------------------
2018-05-11 09:45:05,584 Name is: layer3.5.bn3.weight
2018-05-11 09:45:05,584 Data is: min: 0.9995006322860718, max: 1.0004981756210327
2018-05-11 09:45:05,585 Grad is: min: -0.0032123990822583437, max: 0.0032440400682389736
2018-05-11 09:45:05,585 Target is: min: 0, max: 0
2018-05-11 09:45:05,585 --------------------------------------
2018-05-11 09:45:05,585 --------------------------------------
2018-05-11 09:45:05,586 Name is: layer3.5.bn3.bias
2018-05-11 09:45:05,586 Data is: min: -0.0004899289342574775, max: 0.0004931238363496959
2018-05-11 09:45:05,587 Grad is: min: -0.0017244990449398756, max: 0.0014992961660027504
2018-05-11 09:45:05,587 Target is: min: 0, max: 0
2018-05-11 09:45:05,587 --------------------------------------
2018-05-11 09:45:05,587 --------------------------------------
2018-05-11 09:45:05,587 Name is: layer4.0.conv1.weight
2018-05-11 09:45:05,588 Data is: min: -0.2765708863735199, max: 0.279908150434494
2018-05-11 09:45:05,589 Grad is: min: -0.00622180150821805, max: 0.006947234272956848
2018-05-11 09:45:05,589 Target is: min: 0, max: 0
2018-05-11 09:45:05,589 --------------------------------------
2018-05-11 09:45:05,589 --------------------------------------
2018-05-11 09:45:05,590 Name is: layer4.0.bn1.weight
2018-05-11 09:45:05,590 Data is: min: 0.9995114803314209, max: 1.0005017518997192
2018-05-11 09:45:05,590 Grad is: min: -0.0053069754503667355, max: 0.007251810748130083
2018-05-11 09:45:05,591 Target is: min: 0, max: 0
2018-05-11 09:45:05,591 --------------------------------------
2018-05-11 09:45:05,591 --------------------------------------
2018-05-11 09:45:05,591 Name is: layer4.0.bn1.bias
2018-05-11 09:45:05,591 Data is: min: -0.0004858267493546009, max: 0.0004960635560564697
2018-05-11 09:45:05,592 Grad is: min: -0.0064208717085421085, max: 0.006985737942159176
2018-05-11 09:45:05,592 Target is: min: 0, max: 0
2018-05-11 09:45:05,592 --------------------------------------
2018-05-11 09:45:05,592 --------------------------------------
2018-05-11 09:45:05,593 Name is: layer4.0.conv2.weight
2018-05-11 09:45:05,593 Data is: min: -0.10456031560897827, max: 0.10677769035100937
2018-05-11 09:45:05,594 Grad is: min: -0.011038423515856266, max: 0.010962971486151218
2018-05-11 09:45:05,594 Target is: min: 0, max: 0
2018-05-11 09:45:05,594 --------------------------------------
2018-05-11 09:45:05,595 --------------------------------------
2018-05-11 09:45:05,595 Name is: layer4.0.bn2.weight
2018-05-11 09:45:05,595 Data is: min: 0.9995046854019165, max: 1.0004866123199463
2018-05-11 09:45:05,595 Grad is: min: -0.005801216699182987, max: 0.007895502261817455
2018-05-11 09:45:05,596 Target is: min: 0, max: 0
2018-05-11 09:45:05,596 --------------------------------------
2018-05-11 09:45:05,596 --------------------------------------
2018-05-11 09:45:05,596 Name is: layer4.0.bn2.bias
2018-05-11 09:45:05,597 Data is: min: -0.0004902603104710579, max: 0.0004938073107041419
2018-05-11 09:45:05,597 Grad is: min: -0.003979133442044258, max: 0.005013744346797466
2018-05-11 09:45:05,597 Target is: min: 0, max: 0
2018-05-11 09:45:05,597 --------------------------------------
2018-05-11 09:45:05,598 --------------------------------------
2018-05-11 09:45:05,598 Name is: layer4.0.conv3.weight
2018-05-11 09:45:05,598 Data is: min: -0.15785013139247894, max: 0.15758678317070007
2018-05-11 09:45:05,599 Grad is: min: -0.007755618542432785, max: 0.008458818309009075
2018-05-11 09:45:05,599 Target is: min: 0, max: 0
2018-05-11 09:45:05,599 --------------------------------------
2018-05-11 09:45:05,599 --------------------------------------
2018-05-11 09:45:05,600 Name is: layer4.0.bn3.weight
2018-05-11 09:45:05,600 Data is: min: 0.9994980096817017, max: 1.0005018711090088
2018-05-11 09:45:05,600 Grad is: min: -0.007912004366517067, max: 0.005672564264386892
2018-05-11 09:45:05,601 Target is: min: 0, max: 0
2018-05-11 09:45:05,601 --------------------------------------
2018-05-11 09:45:05,601 --------------------------------------
2018-05-11 09:45:05,601 Name is: layer4.0.bn3.bias
2018-05-11 09:45:05,602 Data is: min: -0.0005018400261178613, max: 0.0005020397948101163
2018-05-11 09:45:05,602 Grad is: min: -0.010001812130212784, max: 0.009375259280204773
2018-05-11 09:45:05,602 Target is: min: 0, max: 0
2018-05-11 09:45:05,603 --------------------------------------
2018-05-11 09:45:05,603 --------------------------------------
2018-05-11 09:45:05,603 Name is: layer4.0.downsample.0.weight
2018-05-11 09:45:05,603 Data is: min: -0.14991186559200287, max: 0.17957310378551483
2018-05-11 09:45:05,604 Grad is: min: -0.0066713495180010796, max: 0.007261894643306732
2018-05-11 09:45:05,604 Target is: min: 0, max: 0
2018-05-11 09:45:05,604 --------------------------------------
2018-05-11 09:45:05,604 --------------------------------------
2018-05-11 09:45:05,605 Name is: layer4.0.downsample.1.weight
2018-05-11 09:45:05,605 Data is: min: 0.9994981288909912, max: 1.0005019903182983
2018-05-11 09:45:05,606 Grad is: min: -0.007531752344220877, max: 0.006132793612778187
2018-05-11 09:45:05,606 Target is: min: 0, max: 0
2018-05-11 09:45:05,606 --------------------------------------
2018-05-11 09:45:05,606 --------------------------------------
2018-05-11 09:45:05,607 Name is: layer4.0.downsample.1.bias
2018-05-11 09:45:05,607 Data is: min: -0.0005018400261178613, max: 0.0005020397948101163
2018-05-11 09:45:05,608 Grad is: min: -0.010001812130212784, max: 0.009375259280204773
2018-05-11 09:45:05,608 Target is: min: 0, max: 0
2018-05-11 09:45:05,608 --------------------------------------
2018-05-11 09:45:05,608 --------------------------------------
2018-05-11 09:45:05,609 Name is: layer4.1.conv1.weight
2018-05-11 09:45:05,609 Data is: min: -0.3067396283149719, max: 0.30301445722579956
2018-05-11 09:45:05,610 Grad is: min: -0.003327981336042285, max: 0.003308948129415512
2018-05-11 09:45:05,610 Target is: min: 0, max: 0
2018-05-11 09:45:05,610 --------------------------------------
2018-05-11 09:45:05,610 --------------------------------------
2018-05-11 09:45:05,610 Name is: layer4.1.bn1.weight
2018-05-11 09:45:05,611 Data is: min: 0.9995043277740479, max: 1.0004966259002686
2018-05-11 09:45:05,611 Grad is: min: -0.004079107660800219, max: 0.004035130608826876
2018-05-11 09:45:05,611 Target is: min: 0, max: 0
2018-05-11 09:45:05,611 --------------------------------------
2018-05-11 09:45:05,612 --------------------------------------
2018-05-11 09:45:05,612 Name is: layer4.1.bn1.bias
2018-05-11 09:45:05,612 Data is: min: -0.0004934389726258814, max: 0.0004952492890879512
2018-05-11 09:45:05,613 Grad is: min: -0.005237162113189697, max: 0.0033742079976946115
2018-05-11 09:45:05,613 Target is: min: 0, max: 0
2018-05-11 09:45:05,613 --------------------------------------
2018-05-11 09:45:05,613 --------------------------------------
2018-05-11 09:45:05,613 Name is: layer4.1.conv2.weight
2018-05-11 09:45:05,614 Data is: min: -0.10272082686424255, max: 0.11027174443006516
2018-05-11 09:45:05,614 Grad is: min: -0.010345818474888802, max: 0.008528340607881546
2018-05-11 09:45:05,614 Target is: min: 0, max: 0
2018-05-11 09:45:05,615 --------------------------------------
2018-05-11 09:45:05,615 --------------------------------------
2018-05-11 09:45:05,615 Name is: layer4.1.bn2.weight
2018-05-11 09:45:05,615 Data is: min: 0.9995044469833374, max: 1.0005011558532715
2018-05-11 09:45:05,615 Grad is: min: -0.003945331554859877, max: 0.0039215837605297565
2018-05-11 09:45:05,615 Target is: min: 0, max: 0
2018-05-11 09:45:05,616 --------------------------------------
2018-05-11 09:45:05,616 --------------------------------------
2018-05-11 09:45:05,616 Name is: layer4.1.bn2.bias
2018-05-11 09:45:05,616 Data is: min: -0.0004922374500893056, max: 0.0004978172946721315
2018-05-11 09:45:05,616 Grad is: min: -0.003848256776109338, max: 0.0037046498619019985
2018-05-11 09:45:05,616 Target is: min: 0, max: 0
2018-05-11 09:45:05,616 --------------------------------------
2018-05-11 09:45:05,617 --------------------------------------
2018-05-11 09:45:05,617 Name is: layer4.1.conv3.weight
2018-05-11 09:45:05,617 Data is: min: -0.15297184884548187, max: 0.15419569611549377
2018-05-11 09:45:05,617 Grad is: min: -0.00676343310624361, max: 0.006278353277593851
2018-05-11 09:45:05,618 Target is: min: 0, max: 0
2018-05-11 09:45:05,618 --------------------------------------
2018-05-11 09:45:05,618 --------------------------------------
2018-05-11 09:45:05,618 Name is: layer4.1.bn3.weight
2018-05-11 09:45:05,618 Data is: min: 0.9994980096817017, max: 1.0005018711090088
2018-05-11 09:45:05,618 Grad is: min: -0.008299644105136395, max: 0.006875791121274233
2018-05-11 09:45:05,619 Target is: min: 0, max: 0
2018-05-11 09:45:05,619 --------------------------------------
2018-05-11 09:45:05,619 --------------------------------------
2018-05-11 09:45:05,619 Name is: layer4.1.bn3.bias
2018-05-11 09:45:05,619 Data is: min: -0.0005013459012843668, max: 0.0005019894451834261
2018-05-11 09:45:05,619 Grad is: min: -0.014127195812761784, max: 0.013151336461305618
2018-05-11 09:45:05,619 Target is: min: 0, max: 0
2018-05-11 09:45:05,620 --------------------------------------
2018-05-11 09:45:05,620 --------------------------------------
2018-05-11 09:45:05,620 Name is: layer4.2.conv1.weight
2018-05-11 09:45:05,620 Data is: min: -0.3045172691345215, max: 0.32088029384613037
2018-05-11 09:45:05,621 Grad is: min: -0.002655711956322193, max: 0.002610077615827322
2018-05-11 09:45:05,621 Target is: min: 0, max: 0
2018-05-11 09:45:05,621 --------------------------------------
2018-05-11 09:45:05,621 --------------------------------------
2018-05-11 09:45:05,621 Name is: layer4.2.bn1.weight
2018-05-11 09:45:05,621 Data is: min: 0.9995018839836121, max: 1.0004973411560059
2018-05-11 09:45:05,622 Grad is: min: -0.003073230618610978, max: 0.0027745463885366917
2018-05-11 09:45:05,622 Target is: min: 0, max: 0
2018-05-11 09:45:05,622 --------------------------------------
2018-05-11 09:45:05,622 --------------------------------------
2018-05-11 09:45:05,622 Name is: layer4.2.bn1.bias
2018-05-11 09:45:05,622 Data is: min: -0.0004864701477345079, max: 0.0004936268669553101
2018-05-11 09:45:05,622 Grad is: min: -0.002927846275269985, max: 0.003601833712309599
2018-05-11 09:45:05,623 Target is: min: 0, max: 0
2018-05-11 09:45:05,623 --------------------------------------
2018-05-11 09:45:05,623 --------------------------------------
2018-05-11 09:45:05,623 Name is: layer4.2.conv2.weight
2018-05-11 09:45:05,623 Data is: min: -0.10788153111934662, max: 0.10262316465377808
2018-05-11 09:45:05,624 Grad is: min: -0.00613431166857481, max: 0.006271175108850002
2018-05-11 09:45:05,624 Target is: min: 0, max: 0
2018-05-11 09:45:05,624 --------------------------------------
2018-05-11 09:45:05,624 --------------------------------------
2018-05-11 09:45:05,624 Name is: layer4.2.bn2.weight
2018-05-11 09:45:05,624 Data is: min: 0.9995012283325195, max: 1.000494122505188
2018-05-11 09:45:05,625 Grad is: min: -0.0027307576965540648, max: 0.002916890662163496
2018-05-11 09:45:05,625 Target is: min: 0, max: 0
2018-05-11 09:45:05,625 --------------------------------------
2018-05-11 09:45:05,625 --------------------------------------
2018-05-11 09:45:05,625 Name is: layer4.2.bn2.bias
2018-05-11 09:45:05,625 Data is: min: -0.0004981118254363537, max: 0.0004988332511857152
2018-05-11 09:45:05,626 Grad is: min: -0.0019393188413232565, max: 0.0021159490570425987
2018-05-11 09:45:05,626 Target is: min: 0, max: 0
2018-05-11 09:45:05,626 --------------------------------------
2018-05-11 09:45:05,626 --------------------------------------
2018-05-11 09:45:05,626 Name is: layer4.2.conv3.weight
2018-05-11 09:45:05,626 Data is: min: -0.1622021198272705, max: 0.15542009472846985
2018-05-11 09:45:05,627 Grad is: min: -0.004862629342824221, max: 0.005433962214738131
2018-05-11 09:45:05,627 Target is: min: 0, max: 0
2018-05-11 09:45:05,627 --------------------------------------
2018-05-11 09:45:05,627 --------------------------------------
2018-05-11 09:45:05,627 Name is: layer4.2.bn3.weight
2018-05-11 09:45:05,628 Data is: min: 0.9994991421699524, max: 1.000502109527588
2018-05-11 09:45:05,628 Grad is: min: -0.007585843559354544, max: 0.006553302984684706
2018-05-11 09:45:05,628 Target is: min: 0, max: 0
2018-05-11 09:45:05,628 --------------------------------------
2018-05-11 09:45:05,628 --------------------------------------
2018-05-11 09:45:05,628 Name is: layer4.2.bn3.bias
2018-05-11 09:45:05,628 Data is: min: -0.0005007694126106799, max: 0.0005021265824325383
2018-05-11 09:45:05,629 Grad is: min: -0.017134757712483406, max: 0.016940951347351074
2018-05-11 09:45:05,629 Target is: min: 0, max: 0
2018-05-11 09:45:05,629 --------------------------------------
2018-05-11 09:45:05,629 --------------------------------------
2018-05-11 09:45:05,629 Name is: fc.weight
2018-05-11 09:45:05,629 Data is: min: -0.022597363218665123, max: 0.022583788260817528
2018-05-11 09:45:05,630 Grad is: min: -1.2197195291519165, max: 0.03018616884946823
2018-05-11 09:45:05,630 Target is: min: 0, max: 0
2018-05-11 09:45:05,630 --------------------------------------
2018-05-11 09:45:05,630 --------------------------------------
2018-05-11 09:45:05,630 Name is: fc.bias
2018-05-11 09:45:05,630 Data is: min: -0.021808164194226265, max: 0.021528633311390877
2018-05-11 09:45:05,631 Grad is: min: -0.9483341574668884, max: 0.018064115196466446
2018-05-11 09:45:05,631 Target is: min: 0, max: 0
2018-05-11 09:45:05,631 --------------------------------------
2018-05-11 09:45:05,631 -- RUNNING_LOSS: 3.069756031036377
2018-05-11 09:45:05,631 -- ITERATION: 5
2018-05-11 09:45:05,715 --------------------------------------
2018-05-11 09:45:05,716 Name is: conv1.weight
2018-05-11 09:45:05,716 Data is: min: -0.1091718077659607, max: 0.09904879331588745
2018-05-11 09:45:05,716 Grad is: min: -5.1727614402771, max: 12.488361358642578
2018-05-11 09:45:05,717 Target is: min: 0, max: 0
2018-05-11 09:45:05,717 --------------------------------------
2018-05-11 09:45:05,717 --------------------------------------
2018-05-11 09:45:05,717 Name is: bn1.weight
2018-05-11 09:45:05,718 Data is: min: 0.9995466470718384, max: 1.0004664659500122
2018-05-11 09:45:05,718 Grad is: min: -0.6356074810028076, max: 0.7229931950569153
2018-05-11 09:45:05,718 Target is: min: 0, max: 0
2018-05-11 09:45:05,718 --------------------------------------
2018-05-11 09:45:05,718 --------------------------------------
2018-05-11 09:45:05,719 Name is: bn1.bias
2018-05-11 09:45:05,719 Data is: min: -0.0005222632316872478, max: 0.00041816619341261685
2018-05-11 09:45:05,719 Grad is: min: -0.44241654872894287, max: 0.5879940986633301
2018-05-11 09:45:05,720 Target is: min: 0, max: 0
2018-05-11 09:45:05,720 --------------------------------------
2018-05-11 09:45:05,720 --------------------------------------
2018-05-11 09:45:05,720 Name is: layer1.0.conv1.weight
2018-05-11 09:45:05,721 Data is: min: -0.6506081223487854, max: 0.5567997694015503
2018-05-11 09:45:05,721 Grad is: min: -0.9660490155220032, max: 0.8923363089561462
2018-05-11 09:45:05,721 Target is: min: 0, max: 0
2018-05-11 09:45:05,721 --------------------------------------
2018-05-11 09:45:05,721 --------------------------------------
2018-05-11 09:45:05,722 Name is: layer1.0.bn1.weight
2018-05-11 09:45:05,722 Data is: min: 0.9994808435440063, max: 1.0004911422729492
2018-05-11 09:45:05,722 Grad is: min: -0.6583997011184692, max: 0.4516701102256775
2018-05-11 09:45:05,723 Target is: min: 0, max: 0
2018-05-11 09:45:05,723 --------------------------------------
2018-05-11 09:45:05,723 --------------------------------------
2018-05-11 09:45:05,723 Name is: layer1.0.bn1.bias
2018-05-11 09:45:05,723 Data is: min: -0.0004952856688760221, max: 0.0005494696088135242
2018-05-11 09:45:05,724 Grad is: min: -0.4832150638103485, max: 0.44777801632881165
2018-05-11 09:45:05,724 Target is: min: 0, max: 0
2018-05-11 09:45:05,724 --------------------------------------
2018-05-11 09:45:05,724 --------------------------------------
2018-05-11 09:45:05,724 Name is: layer1.0.conv2.weight
2018-05-11 09:45:05,725 Data is: min: -0.23849360644817352, max: 0.2164921760559082
2018-05-11 09:45:05,725 Grad is: min: -0.6696750521659851, max: 0.5833656191825867
2018-05-11 09:45:05,726 Target is: min: 0, max: 0
2018-05-11 09:45:05,726 --------------------------------------
2018-05-11 09:45:05,726 --------------------------------------
2018-05-11 09:45:05,726 Name is: layer1.0.bn2.weight
2018-05-11 09:45:05,726 Data is: min: 0.9994390606880188, max: 1.0005743503570557
2018-05-11 09:45:05,727 Grad is: min: -0.26085957884788513, max: 0.4247745871543884
2018-05-11 09:45:05,727 Target is: min: 0, max: 0
2018-05-11 09:45:05,727 --------------------------------------
2018-05-11 09:45:05,727 --------------------------------------
2018-05-11 09:45:05,727 Name is: layer1.0.bn2.bias
2018-05-11 09:45:05,728 Data is: min: -0.0004879513580817729, max: 0.0005335673922672868
2018-05-11 09:45:05,728 Grad is: min: -0.32861340045928955, max: 0.2503851652145386
2018-05-11 09:45:05,728 Target is: min: 0, max: 0
2018-05-11 09:45:05,729 --------------------------------------
2018-05-11 09:45:05,729 --------------------------------------
2018-05-11 09:45:05,729 Name is: layer1.0.conv3.weight
2018-05-11 09:45:05,729 Data is: min: -0.3404284119606018, max: 0.3543510138988495
2018-05-11 09:45:05,730 Grad is: min: -0.4865286946296692, max: 0.5085105895996094
2018-05-11 09:45:05,730 Target is: min: 0, max: 0
2018-05-11 09:45:05,730 --------------------------------------
2018-05-11 09:45:05,730 --------------------------------------
2018-05-11 09:45:05,730 Name is: layer1.0.bn3.weight
2018-05-11 09:45:05,731 Data is: min: 0.9994087219238281, max: 1.0005371570587158
2018-05-11 09:45:05,731 Grad is: min: -0.18814373016357422, max: 0.21747063100337982
2018-05-11 09:45:05,731 Target is: min: 0, max: 0
2018-05-11 09:45:05,731 --------------------------------------
2018-05-11 09:45:05,731 --------------------------------------
2018-05-11 09:45:05,732 Name is: layer1.0.bn3.bias
2018-05-11 09:45:05,732 Data is: min: -0.0005649578524753451, max: 0.0005114941741339862
2018-05-11 09:45:05,732 Grad is: min: -0.18315273523330688, max: 0.12888340651988983
2018-05-11 09:45:05,732 Target is: min: 0, max: 0
2018-05-11 09:45:05,733 --------------------------------------
2018-05-11 09:45:05,733 --------------------------------------
2018-05-11 09:45:05,733 Name is: layer1.0.downsample.0.weight
2018-05-11 09:45:05,733 Data is: min: -0.36235883831977844, max: 0.3522958755493164
2018-05-11 09:45:05,734 Grad is: min: -0.5897056460380554, max: 0.7900655269622803
2018-05-11 09:45:05,734 Target is: min: 0, max: 0
2018-05-11 09:45:05,734 --------------------------------------
2018-05-11 09:45:05,734 --------------------------------------
2018-05-11 09:45:05,734 Name is: layer1.0.downsample.1.weight
2018-05-11 09:45:05,735 Data is: min: 0.9994543790817261, max: 1.000592827796936
2018-05-11 09:45:05,735 Grad is: min: -0.20744985342025757, max: 0.17995178699493408
2018-05-11 09:45:05,735 Target is: min: 0, max: 0
2018-05-11 09:45:05,735 --------------------------------------
2018-05-11 09:45:05,736 --------------------------------------
2018-05-11 09:45:05,736 Name is: layer1.0.downsample.1.bias
2018-05-11 09:45:05,736 Data is: min: -0.0005649578524753451, max: 0.0005114941741339862
2018-05-11 09:45:05,736 Grad is: min: -0.18315273523330688, max: 0.12888340651988983
2018-05-11 09:45:05,737 Target is: min: 0, max: 0
2018-05-11 09:45:05,737 --------------------------------------
2018-05-11 09:45:05,737 --------------------------------------
2018-05-11 09:45:05,737 Name is: layer1.1.conv1.weight
2018-05-11 09:45:05,737 Data is: min: -0.7396624088287354, max: 0.6869444847106934
2018-05-11 09:45:05,738 Grad is: min: -0.23899395763874054, max: 0.26562875509262085
2018-05-11 09:45:05,738 Target is: min: 0, max: 0
2018-05-11 09:45:05,738 --------------------------------------
2018-05-11 09:45:05,738 --------------------------------------
2018-05-11 09:45:05,738 Name is: layer1.1.bn1.weight
2018-05-11 09:45:05,739 Data is: min: 0.9994713068008423, max: 1.000535011291504
2018-05-11 09:45:05,739 Grad is: min: -0.23640665411949158, max: 0.2120777666568756
2018-05-11 09:45:05,739 Target is: min: 0, max: 0
2018-05-11 09:45:05,740 --------------------------------------
2018-05-11 09:45:05,740 --------------------------------------
2018-05-11 09:45:05,740 Name is: layer1.1.bn1.bias
2018-05-11 09:45:05,740 Data is: min: -0.0005376797053031623, max: 0.0005049471510574222
2018-05-11 09:45:05,740 Grad is: min: -0.20690104365348816, max: 0.20440585911273956
2018-05-11 09:45:05,741 Target is: min: 0, max: 0
2018-05-11 09:45:05,741 --------------------------------------
2018-05-11 09:45:05,741 --------------------------------------
2018-05-11 09:45:05,741 Name is: layer1.1.conv2.weight
2018-05-11 09:45:05,741 Data is: min: -0.2603550851345062, max: 0.2257821410894394
2018-05-11 09:45:05,742 Grad is: min: -0.4273872375488281, max: 0.3529387414455414
2018-05-11 09:45:05,742 Target is: min: 0, max: 0
2018-05-11 09:45:05,742 --------------------------------------
2018-05-11 09:45:05,742 --------------------------------------
2018-05-11 09:45:05,742 Name is: layer1.1.bn2.weight
2018-05-11 09:45:05,743 Data is: min: 0.9994491338729858, max: 1.0005131959915161
2018-05-11 09:45:05,743 Grad is: min: -0.17277401685714722, max: 0.14309446513652802
2018-05-11 09:45:05,743 Target is: min: 0, max: 0
2018-05-11 09:45:05,743 --------------------------------------
2018-05-11 09:45:05,744 --------------------------------------
2018-05-11 09:45:05,744 Name is: layer1.1.bn2.bias
2018-05-11 09:45:05,744 Data is: min: -0.0005143957096152008, max: 0.0005344083183445036
2018-05-11 09:45:05,744 Grad is: min: -0.23277169466018677, max: 0.12304360419511795
2018-05-11 09:45:05,745 Target is: min: 0, max: 0
2018-05-11 09:45:05,745 --------------------------------------
2018-05-11 09:45:05,745 --------------------------------------
2018-05-11 09:45:05,745 Name is: layer1.1.conv3.weight
2018-05-11 09:45:05,745 Data is: min: -0.3714030981063843, max: 0.3655889630317688
2018-05-11 09:45:05,746 Grad is: min: -0.2772004306316376, max: 0.29370352625846863
2018-05-11 09:45:05,746 Target is: min: 0, max: 0
2018-05-11 09:45:05,746 --------------------------------------
2018-05-11 09:45:05,746 --------------------------------------
2018-05-11 09:45:05,746 Name is: layer1.1.bn3.weight
2018-05-11 09:45:05,747 Data is: min: 0.9994295835494995, max: 1.0005666017532349
2018-05-11 09:45:05,747 Grad is: min: -0.09903821349143982, max: 0.11325985193252563
2018-05-11 09:45:05,747 Target is: min: 0, max: 0
2018-05-11 09:45:05,747 --------------------------------------
2018-05-11 09:45:05,747 --------------------------------------
2018-05-11 09:45:05,748 Name is: layer1.1.bn3.bias
2018-05-11 09:45:05,748 Data is: min: -0.0005740229389630258, max: 0.0005347807891666889
2018-05-11 09:45:05,748 Grad is: min: -0.09455662965774536, max: 0.08096645027399063
2018-05-11 09:45:05,748 Target is: min: 0, max: 0
2018-05-11 09:45:05,749 --------------------------------------
2018-05-11 09:45:05,749 --------------------------------------
2018-05-11 09:45:05,749 Name is: layer1.2.conv1.weight
2018-05-11 09:45:05,749 Data is: min: -0.7298479676246643, max: 0.7824769616127014
2018-05-11 09:45:05,750 Grad is: min: -0.14910012483596802, max: 0.14472056925296783
2018-05-11 09:45:05,750 Target is: min: 0, max: 0
2018-05-11 09:45:05,750 --------------------------------------
2018-05-11 09:45:05,750 --------------------------------------
2018-05-11 09:45:05,750 Name is: layer1.2.bn1.weight
2018-05-11 09:45:05,750 Data is: min: 0.9994114637374878, max: 1.0005536079406738
2018-05-11 09:45:05,751 Grad is: min: -0.18449176847934723, max: 0.16091316938400269
2018-05-11 09:45:05,751 Target is: min: 0, max: 0
2018-05-11 09:45:05,751 --------------------------------------
2018-05-11 09:45:05,751 --------------------------------------
2018-05-11 09:45:05,751 Name is: layer1.2.bn1.bias
2018-05-11 09:45:05,752 Data is: min: -0.0004514794272836298, max: 0.0005621677846647799
2018-05-11 09:45:05,752 Grad is: min: -0.12165667116641998, max: 0.2140166461467743
2018-05-11 09:45:05,752 Target is: min: 0, max: 0
2018-05-11 09:45:05,752 --------------------------------------
2018-05-11 09:45:05,752 --------------------------------------
2018-05-11 09:45:05,753 Name is: layer1.2.conv2.weight
2018-05-11 09:45:05,753 Data is: min: -0.24019020795822144, max: 0.22539423406124115
2018-05-11 09:45:05,753 Grad is: min: -0.2310791015625, max: 0.23474515974521637
2018-05-11 09:45:05,753 Target is: min: 0, max: 0
2018-05-11 09:45:05,754 --------------------------------------
2018-05-11 09:45:05,754 --------------------------------------
2018-05-11 09:45:05,754 Name is: layer1.2.bn2.weight
2018-05-11 09:45:05,754 Data is: min: 0.9994773268699646, max: 1.0005545616149902
2018-05-11 09:45:05,754 Grad is: min: -0.09357395768165588, max: 0.18039602041244507
2018-05-11 09:45:05,755 Target is: min: 0, max: 0
2018-05-11 09:45:05,755 --------------------------------------
2018-05-11 09:45:05,755 --------------------------------------
2018-05-11 09:45:05,755 Name is: layer1.2.bn2.bias
2018-05-11 09:45:05,755 Data is: min: -0.0005039439420215786, max: 0.0005155159160494804
2018-05-11 09:45:05,756 Grad is: min: -0.12042956799268723, max: 0.09097827970981598
2018-05-11 09:45:05,756 Target is: min: 0, max: 0
2018-05-11 09:45:05,756 --------------------------------------
2018-05-11 09:45:05,756 --------------------------------------
2018-05-11 09:45:05,756 Name is: layer1.2.conv3.weight
2018-05-11 09:45:05,757 Data is: min: -0.3462899625301361, max: 0.35803472995758057
2018-05-11 09:45:05,757 Grad is: min: -0.21358323097229004, max: 0.20426128804683685
2018-05-11 09:45:05,757 Target is: min: 0, max: 0
2018-05-11 09:45:05,757 --------------------------------------
2018-05-11 09:45:05,757 --------------------------------------
2018-05-11 09:45:05,757 Name is: layer1.2.bn3.weight
2018-05-11 09:45:05,758 Data is: min: 0.9994309544563293, max: 1.000521183013916
2018-05-11 09:45:05,758 Grad is: min: -0.0673796758055687, max: 0.0716252252459526
2018-05-11 09:45:05,758 Target is: min: 0, max: 0
2018-05-11 09:45:05,758 --------------------------------------
2018-05-11 09:45:05,759 --------------------------------------
2018-05-11 09:45:05,759 Name is: layer1.2.bn3.bias
2018-05-11 09:45:05,759 Data is: min: -0.0005937122623436153, max: 0.0005631844978779554
2018-05-11 09:45:05,759 Grad is: min: -0.04850691556930542, max: 0.05826440081000328
2018-05-11 09:45:05,760 Target is: min: 0, max: 0
2018-05-11 09:45:05,760 --------------------------------------
2018-05-11 09:45:05,760 --------------------------------------
2018-05-11 09:45:05,760 Name is: layer2.0.conv1.weight
2018-05-11 09:45:05,760 Data is: min: -0.48898786306381226, max: 0.5267575979232788
2018-05-11 09:45:05,761 Grad is: min: -0.10973620414733887, max: 0.11754383891820908
2018-05-11 09:45:05,761 Target is: min: 0, max: 0
2018-05-11 09:45:05,761 --------------------------------------
2018-05-11 09:45:05,761 --------------------------------------
2018-05-11 09:45:05,761 Name is: layer2.0.bn1.weight
2018-05-11 09:45:05,761 Data is: min: 0.9994450807571411, max: 1.0005805492401123
2018-05-11 09:45:05,762 Grad is: min: -0.09713383764028549, max: 0.12040865421295166
2018-05-11 09:45:05,762 Target is: min: 0, max: 0
2018-05-11 09:45:05,762 --------------------------------------
2018-05-11 09:45:05,762 --------------------------------------
2018-05-11 09:45:05,762 Name is: layer2.0.bn1.bias
2018-05-11 09:45:05,763 Data is: min: -0.0005168196512386203, max: 0.0005123561131767929
2018-05-11 09:45:05,763 Grad is: min: -0.08535731583833694, max: 0.09511348605155945
2018-05-11 09:45:05,763 Target is: min: 0, max: 0
2018-05-11 09:45:05,763 --------------------------------------
2018-05-11 09:45:05,763 --------------------------------------
2018-05-11 09:45:05,764 Name is: layer2.0.conv2.weight
2018-05-11 09:45:05,764 Data is: min: -0.18665900826454163, max: 0.17133492231369019
2018-05-11 09:45:05,764 Grad is: min: -0.14702491462230682, max: 0.13500195741653442
2018-05-11 09:45:05,764 Target is: min: 0, max: 0
2018-05-11 09:45:05,764 --------------------------------------
2018-05-11 09:45:05,765 --------------------------------------
2018-05-11 09:45:05,765 Name is: layer2.0.bn2.weight
2018-05-11 09:45:05,765 Data is: min: 0.9994220733642578, max: 1.0005645751953125
2018-05-11 09:45:05,765 Grad is: min: -0.09639390558004379, max: 0.1067541241645813
2018-05-11 09:45:05,765 Target is: min: 0, max: 0
2018-05-11 09:45:05,766 --------------------------------------
2018-05-11 09:45:05,766 --------------------------------------
2018-05-11 09:45:05,766 Name is: layer2.0.bn2.bias
2018-05-11 09:45:05,766 Data is: min: -0.0005775017198175192, max: 0.0005380032816901803
2018-05-11 09:45:05,766 Grad is: min: -0.0731019377708435, max: 0.08186118304729462
2018-05-11 09:45:05,767 Target is: min: 0, max: 0
2018-05-11 09:45:05,767 --------------------------------------
2018-05-11 09:45:05,767 --------------------------------------
2018-05-11 09:45:05,767 Name is: layer2.0.conv3.weight
2018-05-11 09:45:05,767 Data is: min: -0.2672687768936157, max: 0.24746140837669373
2018-05-11 09:45:05,768 Grad is: min: -0.12242422997951508, max: 0.12427888810634613
2018-05-11 09:45:05,768 Target is: min: 0, max: 0
2018-05-11 09:45:05,768 --------------------------------------
2018-05-11 09:45:05,768 --------------------------------------
2018-05-11 09:45:05,768 Name is: layer2.0.bn3.weight
2018-05-11 09:45:05,768 Data is: min: 0.9994131326675415, max: 1.0005714893341064
2018-05-11 09:45:05,769 Grad is: min: -0.05224323645234108, max: 0.04668186232447624
2018-05-11 09:45:05,769 Target is: min: 0, max: 0
2018-05-11 09:45:05,769 --------------------------------------
2018-05-11 09:45:05,769 --------------------------------------
2018-05-11 09:45:05,769 Name is: layer2.0.bn3.bias
2018-05-11 09:45:05,770 Data is: min: -0.0005696473526768386, max: 0.0005593392415903509
2018-05-11 09:45:05,770 Grad is: min: -0.043297067284584045, max: 0.0377248078584671
2018-05-11 09:45:05,770 Target is: min: 0, max: 0
2018-05-11 09:45:05,770 --------------------------------------
2018-05-11 09:45:05,770 --------------------------------------
2018-05-11 09:45:05,770 Name is: layer2.0.downsample.0.weight
2018-05-11 09:45:05,771 Data is: min: -0.2567331790924072, max: 0.29824599623680115
2018-05-11 09:45:05,771 Grad is: min: -0.08594333380460739, max: 0.097262904047966
2018-05-11 09:45:05,771 Target is: min: 0, max: 0
2018-05-11 09:45:05,771 --------------------------------------
2018-05-11 09:45:05,772 --------------------------------------
2018-05-11 09:45:05,772 Name is: layer2.0.downsample.1.weight
2018-05-11 09:45:05,772 Data is: min: 0.9994356632232666, max: 1.0005685091018677
2018-05-11 09:45:05,772 Grad is: min: -0.050109684467315674, max: 0.04550589248538017
2018-05-11 09:45:05,772 Target is: min: 0, max: 0
2018-05-11 09:45:05,773 --------------------------------------
2018-05-11 09:45:05,773 --------------------------------------
2018-05-11 09:45:05,773 Name is: layer2.0.downsample.1.bias
2018-05-11 09:45:05,773 Data is: min: -0.0005696473526768386, max: 0.0005593392415903509
2018-05-11 09:45:05,773 Grad is: min: -0.043297067284584045, max: 0.0377248078584671
2018-05-11 09:45:05,774 Target is: min: 0, max: 0
2018-05-11 09:45:05,774 --------------------------------------
2018-05-11 09:45:05,774 --------------------------------------
2018-05-11 09:45:05,774 Name is: layer2.1.conv1.weight
2018-05-11 09:45:05,774 Data is: min: -0.5157677531242371, max: 0.5577335357666016
2018-05-11 09:45:05,775 Grad is: min: -0.054945968091487885, max: 0.055726874619722366
2018-05-11 09:45:05,775 Target is: min: 0, max: 0
2018-05-11 09:45:05,775 --------------------------------------
2018-05-11 09:45:05,775 --------------------------------------
2018-05-11 09:45:05,775 Name is: layer2.1.bn1.weight
2018-05-11 09:45:05,775 Data is: min: 0.9995209574699402, max: 1.0005340576171875
2018-05-11 09:45:05,776 Grad is: min: -0.11832378059625626, max: 0.08905034512281418
2018-05-11 09:45:05,776 Target is: min: 0, max: 0
2018-05-11 09:45:05,776 --------------------------------------
2018-05-11 09:45:05,776 --------------------------------------
2018-05-11 09:45:05,776 Name is: layer2.1.bn1.bias
2018-05-11 09:45:05,777 Data is: min: -0.0005566715262830257, max: 0.0004908200353384018
2018-05-11 09:45:05,777 Grad is: min: -0.05566677823662758, max: 0.06236406788229942
2018-05-11 09:45:05,777 Target is: min: 0, max: 0
2018-05-11 09:45:05,777 --------------------------------------
2018-05-11 09:45:05,777 --------------------------------------
2018-05-11 09:45:05,777 Name is: layer2.1.conv2.weight
2018-05-11 09:45:05,778 Data is: min: -0.19647732377052307, max: 0.17449705302715302
2018-05-11 09:45:05,778 Grad is: min: -0.09759392589330673, max: 0.10448747128248215
2018-05-11 09:45:05,778 Target is: min: 0, max: 0
2018-05-11 09:45:05,778 --------------------------------------
2018-05-11 09:45:05,778 --------------------------------------
2018-05-11 09:45:05,778 Name is: layer2.1.bn2.weight
2018-05-11 09:45:05,779 Data is: min: 0.9994503259658813, max: 1.0005345344543457
2018-05-11 09:45:05,779 Grad is: min: -0.046420466154813766, max: 0.05354246869683266
2018-05-11 09:45:05,779 Target is: min: 0, max: 0
2018-05-11 09:45:05,779 --------------------------------------
2018-05-11 09:45:05,779 --------------------------------------
2018-05-11 09:45:05,780 Name is: layer2.1.bn2.bias
2018-05-11 09:45:05,780 Data is: min: -0.0005374988541007042, max: 0.000552032666746527
2018-05-11 09:45:05,780 Grad is: min: -0.0397847518324852, max: 0.037567444145679474
2018-05-11 09:45:05,780 Target is: min: 0, max: 0
2018-05-11 09:45:05,780 --------------------------------------
2018-05-11 09:45:05,781 --------------------------------------
2018-05-11 09:45:05,781 Name is: layer2.1.conv3.weight
2018-05-11 09:45:05,781 Data is: min: -0.24480357766151428, max: 0.24150696396827698
2018-05-11 09:45:05,781 Grad is: min: -0.08002687245607376, max: 0.088072270154953
2018-05-11 09:45:05,781 Target is: min: 0, max: 0
2018-05-11 09:45:05,782 --------------------------------------
2018-05-11 09:45:05,782 --------------------------------------
2018-05-11 09:45:05,782 Name is: layer2.1.bn3.weight
2018-05-11 09:45:05,782 Data is: min: 0.9994410276412964, max: 1.0005829334259033
2018-05-11 09:45:05,782 Grad is: min: -0.03198093920946121, max: 0.03464261442422867
2018-05-11 09:45:05,783 Target is: min: 0, max: 0
2018-05-11 09:45:05,783 --------------------------------------
2018-05-11 09:45:05,783 --------------------------------------
2018-05-11 09:45:05,783 Name is: layer2.1.bn3.bias
2018-05-11 09:45:05,783 Data is: min: -0.0005721509805880487, max: 0.0005667640944011509
2018-05-11 09:45:05,784 Grad is: min: -0.022226234897971153, max: 0.02562621608376503
2018-05-11 09:45:05,784 Target is: min: 0, max: 0
2018-05-11 09:45:05,784 --------------------------------------
2018-05-11 09:45:05,784 --------------------------------------
2018-05-11 09:45:05,784 Name is: layer2.2.conv1.weight
2018-05-11 09:45:05,784 Data is: min: -0.5267496109008789, max: 0.4938737452030182
2018-05-11 09:45:05,785 Grad is: min: -0.03782700374722481, max: 0.03998343646526337
2018-05-11 09:45:05,785 Target is: min: 0, max: 0
2018-05-11 09:45:05,785 --------------------------------------
2018-05-11 09:45:05,785 --------------------------------------
2018-05-11 09:45:05,785 Name is: layer2.2.bn1.weight
2018-05-11 09:45:05,785 Data is: min: 0.999452531337738, max: 1.0005507469177246
2018-05-11 09:45:05,786 Grad is: min: -0.04483316093683243, max: 0.0656130462884903
2018-05-11 09:45:05,786 Target is: min: 0, max: 0
2018-05-11 09:45:05,786 --------------------------------------
2018-05-11 09:45:05,786 --------------------------------------
2018-05-11 09:45:05,786 Name is: layer2.2.bn1.bias
2018-05-11 09:45:05,787 Data is: min: -0.000529258802998811, max: 0.0005549171473830938
2018-05-11 09:45:05,787 Grad is: min: -0.04371139779686928, max: 0.03956080228090286
2018-05-11 09:45:05,787 Target is: min: 0, max: 0
2018-05-11 09:45:05,787 --------------------------------------
2018-05-11 09:45:05,787 --------------------------------------
2018-05-11 09:45:05,787 Name is: layer2.2.conv2.weight
2018-05-11 09:45:05,788 Data is: min: -0.17423251271247864, max: 0.1818152815103531
2018-05-11 09:45:05,788 Grad is: min: -0.06914813816547394, max: 0.0775393545627594
2018-05-11 09:45:05,788 Target is: min: 0, max: 0
2018-05-11 09:45:05,788 --------------------------------------
2018-05-11 09:45:05,788 --------------------------------------
2018-05-11 09:45:05,788 Name is: layer2.2.bn2.weight
2018-05-11 09:45:05,789 Data is: min: 0.9994074702262878, max: 1.0005531311035156
2018-05-11 09:45:05,789 Grad is: min: -0.04394465684890747, max: 0.029850894585251808
2018-05-11 09:45:05,789 Target is: min: 0, max: 0
2018-05-11 09:45:05,789 --------------------------------------
2018-05-11 09:45:05,789 --------------------------------------
2018-05-11 09:45:05,789 Name is: layer2.2.bn2.bias
2018-05-11 09:45:05,790 Data is: min: -0.0005547484615817666, max: 0.0005488454480655491
2018-05-11 09:45:05,790 Grad is: min: -0.035756438970565796, max: 0.03522477671504021
2018-05-11 09:45:05,790 Target is: min: 0, max: 0
2018-05-11 09:45:05,790 --------------------------------------
2018-05-11 09:45:05,790 --------------------------------------
2018-05-11 09:45:05,790 Name is: layer2.2.conv3.weight
2018-05-11 09:45:05,791 Data is: min: -0.26318734884262085, max: 0.2819802165031433
2018-05-11 09:45:05,791 Grad is: min: -0.06852852553129196, max: 0.057896144688129425
2018-05-11 09:45:05,791 Target is: min: 0, max: 0
2018-05-11 09:45:05,791 --------------------------------------
2018-05-11 09:45:05,791 --------------------------------------
2018-05-11 09:45:05,792 Name is: layer2.2.bn3.weight
2018-05-11 09:45:05,792 Data is: min: 0.9994431734085083, max: 1.0005543231964111
2018-05-11 09:45:05,792 Grad is: min: -0.023519083857536316, max: 0.0204827431589365
2018-05-11 09:45:05,792 Target is: min: 0, max: 0
2018-05-11 09:45:05,792 --------------------------------------
2018-05-11 09:45:05,793 --------------------------------------
2018-05-11 09:45:05,793 Name is: layer2.2.bn3.bias
2018-05-11 09:45:05,793 Data is: min: -0.0005824208492413163, max: 0.000598050479311496
2018-05-11 09:45:05,793 Grad is: min: -0.015995584428310394, max: 0.014482644386589527
2018-05-11 09:45:05,793 Target is: min: 0, max: 0
2018-05-11 09:45:05,793 --------------------------------------
2018-05-11 09:45:05,794 --------------------------------------
2018-05-11 09:45:05,794 Name is: layer2.3.conv1.weight
2018-05-11 09:45:05,794 Data is: min: -0.5494877696037292, max: 0.5498623847961426
2018-05-11 09:45:05,794 Grad is: min: -0.027939729392528534, max: 0.028714006766676903
2018-05-11 09:45:05,794 Target is: min: 0, max: 0
2018-05-11 09:45:05,795 --------------------------------------
2018-05-11 09:45:05,795 --------------------------------------
2018-05-11 09:45:05,795 Name is: layer2.3.bn1.weight
2018-05-11 09:45:05,795 Data is: min: 0.9994177222251892, max: 1.0005451440811157
2018-05-11 09:45:05,795 Grad is: min: -0.037203915417194366, max: 0.0357854925096035
2018-05-11 09:45:05,796 Target is: min: 0, max: 0
2018-05-11 09:45:05,796 --------------------------------------
2018-05-11 09:45:05,796 --------------------------------------
2018-05-11 09:45:05,796 Name is: layer2.3.bn1.bias
2018-05-11 09:45:05,796 Data is: min: -0.0005493014468811452, max: 0.0005541269783861935
2018-05-11 09:45:05,796 Grad is: min: -0.02958386018872261, max: 0.027849936857819557
2018-05-11 09:45:05,797 Target is: min: 0, max: 0
2018-05-11 09:45:05,797 --------------------------------------
2018-05-11 09:45:05,797 --------------------------------------
2018-05-11 09:45:05,797 Name is: layer2.3.conv2.weight
2018-05-11 09:45:05,797 Data is: min: -0.1880817413330078, max: 0.1782313734292984
2018-05-11 09:45:05,797 Grad is: min: -0.04784241318702698, max: 0.05219978839159012
2018-05-11 09:45:05,798 Target is: min: 0, max: 0
2018-05-11 09:45:05,798 --------------------------------------
2018-05-11 09:45:05,798 --------------------------------------
2018-05-11 09:45:05,798 Name is: layer2.3.bn2.weight
2018-05-11 09:45:05,798 Data is: min: 0.9994202852249146, max: 1.0005635023117065
2018-05-11 09:45:05,799 Grad is: min: -0.030247962102293968, max: 0.024934787303209305
2018-05-11 09:45:05,799 Target is: min: 0, max: 0
2018-05-11 09:45:05,799 --------------------------------------
2018-05-11 09:45:05,799 --------------------------------------
2018-05-11 09:45:05,799 Name is: layer2.3.bn2.bias
2018-05-11 09:45:05,799 Data is: min: -0.0005556184914894402, max: 0.0005698944441974163
2018-05-11 09:45:05,800 Grad is: min: -0.021063368767499924, max: 0.026744991540908813
2018-05-11 09:45:05,800 Target is: min: 0, max: 0
2018-05-11 09:45:05,800 --------------------------------------
2018-05-11 09:45:05,800 --------------------------------------
2018-05-11 09:45:05,800 Name is: layer2.3.conv3.weight
2018-05-11 09:45:05,800 Data is: min: -0.30431103706359863, max: 0.2731228768825531
2018-05-11 09:45:05,801 Grad is: min: -0.048003967851400375, max: 0.04258270934224129
2018-05-11 09:45:05,801 Target is: min: 0, max: 0
2018-05-11 09:45:05,801 --------------------------------------
2018-05-11 09:45:05,801 --------------------------------------
2018-05-11 09:45:05,801 Name is: layer2.3.bn3.weight
2018-05-11 09:45:05,801 Data is: min: 0.9994114637374878, max: 1.0005803108215332
2018-05-11 09:45:05,802 Grad is: min: -0.018943866714835167, max: 0.016709286719560623
2018-05-11 09:45:05,802 Target is: min: 0, max: 0
2018-05-11 09:45:05,802 --------------------------------------
2018-05-11 09:45:05,802 --------------------------------------
2018-05-11 09:45:05,802 Name is: layer2.3.bn3.bias
2018-05-11 09:45:05,802 Data is: min: -0.0005952573264949024, max: 0.0005696443258784711
2018-05-11 09:45:05,803 Grad is: min: -0.012115621007978916, max: 0.008851783350110054
2018-05-11 09:45:05,803 Target is: min: 0, max: 0
2018-05-11 09:45:05,803 --------------------------------------
2018-05-11 09:45:05,803 --------------------------------------
2018-05-11 09:45:05,803 Name is: layer3.0.conv1.weight
2018-05-11 09:45:05,803 Data is: min: -0.4042336642742157, max: 0.3639315962791443
2018-05-11 09:45:05,804 Grad is: min: -0.02742835506796837, max: 0.026653116568922997
2018-05-11 09:45:05,804 Target is: min: 0, max: 0
2018-05-11 09:45:05,804 --------------------------------------
2018-05-11 09:45:05,804 --------------------------------------
2018-05-11 09:45:05,804 Name is: layer3.0.bn1.weight
2018-05-11 09:45:05,804 Data is: min: 0.9994150400161743, max: 1.0005706548690796
2018-05-11 09:45:05,805 Grad is: min: -0.03607586398720741, max: 0.0284902211278677
2018-05-11 09:45:05,805 Target is: min: 0, max: 0
2018-05-11 09:45:05,805 --------------------------------------
2018-05-11 09:45:05,805 --------------------------------------
2018-05-11 09:45:05,805 Name is: layer3.0.bn1.bias
2018-05-11 09:45:05,805 Data is: min: -0.0005673589766956866, max: 0.000533354701474309
2018-05-11 09:45:05,806 Grad is: min: -0.02007683552801609, max: 0.02212076261639595
2018-05-11 09:45:05,806 Target is: min: 0, max: 0
2018-05-11 09:45:05,806 --------------------------------------
2018-05-11 09:45:05,806 --------------------------------------
2018-05-11 09:45:05,806 Name is: layer3.0.conv2.weight
2018-05-11 09:45:05,806 Data is: min: -0.13889852166175842, max: 0.13799209892749786
2018-05-11 09:45:05,807 Grad is: min: -0.0385911650955677, max: 0.040985457599163055
2018-05-11 09:45:05,807 Target is: min: 0, max: 0
2018-05-11 09:45:05,807 --------------------------------------
2018-05-11 09:45:05,807 --------------------------------------
2018-05-11 09:45:05,807 Name is: layer3.0.bn2.weight
2018-05-11 09:45:05,808 Data is: min: 0.9994527101516724, max: 1.000566840171814
2018-05-11 09:45:05,808 Grad is: min: -0.016351452097296715, max: 0.02027699165046215
2018-05-11 09:45:05,808 Target is: min: 0, max: 0
2018-05-11 09:45:05,808 --------------------------------------
2018-05-11 09:45:05,808 --------------------------------------
2018-05-11 09:45:05,808 Name is: layer3.0.bn2.bias
2018-05-11 09:45:05,809 Data is: min: -0.000565132824704051, max: 0.0005754365702159703
2018-05-11 09:45:05,809 Grad is: min: -0.0198674239218235, max: 0.02024403028190136
2018-05-11 09:45:05,809 Target is: min: 0, max: 0
2018-05-11 09:45:05,809 --------------------------------------
2018-05-11 09:45:05,809 --------------------------------------
2018-05-11 09:45:05,809 Name is: layer3.0.conv3.weight
2018-05-11 09:45:05,810 Data is: min: -0.19292445480823517, max: 0.20161308348178864
2018-05-11 09:45:05,810 Grad is: min: -0.03159843385219574, max: 0.02699500508606434
2018-05-11 09:45:05,810 Target is: min: 0, max: 0
2018-05-11 09:45:05,810 --------------------------------------
2018-05-11 09:45:05,810 --------------------------------------
2018-05-11 09:45:05,810 Name is: layer3.0.bn3.weight
2018-05-11 09:45:05,811 Data is: min: 0.9994285702705383, max: 1.0005770921707153
2018-05-11 09:45:05,811 Grad is: min: -0.011526317335665226, max: 0.010795235633850098
2018-05-11 09:45:05,811 Target is: min: 0, max: 0
2018-05-11 09:45:05,811 --------------------------------------
2018-05-11 09:45:05,811 --------------------------------------
2018-05-11 09:45:05,811 Name is: layer3.0.bn3.bias
2018-05-11 09:45:05,812 Data is: min: -0.0005734284059144557, max: 0.0005905914003960788
2018-05-11 09:45:05,812 Grad is: min: -0.0090032909065485, max: 0.009396509267389774
2018-05-11 09:45:05,812 Target is: min: 0, max: 0
2018-05-11 09:45:05,812 --------------------------------------
2018-05-11 09:45:05,812 --------------------------------------
2018-05-11 09:45:05,812 Name is: layer3.0.downsample.0.weight
2018-05-11 09:45:05,813 Data is: min: -0.203560009598732, max: 0.1972178965806961
2018-05-11 09:45:05,813 Grad is: min: -0.02207363210618496, max: 0.02019137516617775
2018-05-11 09:45:05,813 Target is: min: 0, max: 0
2018-05-11 09:45:05,813 --------------------------------------
2018-05-11 09:45:05,813 --------------------------------------
2018-05-11 09:45:05,813 Name is: layer3.0.downsample.1.weight
2018-05-11 09:45:05,814 Data is: min: 0.9994290471076965, max: 1.0005946159362793
2018-05-11 09:45:05,814 Grad is: min: -0.012111388146877289, max: 0.009775747545063496
2018-05-11 09:45:05,814 Target is: min: 0, max: 0
2018-05-11 09:45:05,814 --------------------------------------
2018-05-11 09:45:05,814 --------------------------------------
2018-05-11 09:45:05,814 Name is: layer3.0.downsample.1.bias
2018-05-11 09:45:05,815 Data is: min: -0.0005734284059144557, max: 0.0005905914003960788
2018-05-11 09:45:05,815 Grad is: min: -0.0090032909065485, max: 0.009396509267389774
2018-05-11 09:45:05,815 Target is: min: 0, max: 0
2018-05-11 09:45:05,815 --------------------------------------
2018-05-11 09:45:05,815 --------------------------------------
2018-05-11 09:45:05,815 Name is: layer3.1.conv1.weight
2018-05-11 09:45:05,816 Data is: min: -0.453041672706604, max: 0.3761288523674011
2018-05-11 09:45:05,816 Grad is: min: -0.014056941494345665, max: 0.014884126372635365
2018-05-11 09:45:05,816 Target is: min: 0, max: 0
2018-05-11 09:45:05,816 --------------------------------------
2018-05-11 09:45:05,816 --------------------------------------
2018-05-11 09:45:05,816 Name is: layer3.1.bn1.weight
2018-05-11 09:45:05,817 Data is: min: 0.9994092583656311, max: 1.0005815029144287
2018-05-11 09:45:05,817 Grad is: min: -0.016301898285746574, max: 0.01843089796602726
2018-05-11 09:45:05,817 Target is: min: 0, max: 0
2018-05-11 09:45:05,817 --------------------------------------
2018-05-11 09:45:05,817 --------------------------------------
2018-05-11 09:45:05,817 Name is: layer3.1.bn1.bias
2018-05-11 09:45:05,818 Data is: min: -0.0005958131514489651, max: 0.0005797380581498146
2018-05-11 09:45:05,818 Grad is: min: -0.017021894454956055, max: 0.015354071743786335
2018-05-11 09:45:05,818 Target is: min: 0, max: 0
2018-05-11 09:45:05,818 --------------------------------------
2018-05-11 09:45:05,818 --------------------------------------
2018-05-11 09:45:05,818 Name is: layer3.1.conv2.weight
2018-05-11 09:45:05,819 Data is: min: -0.1374751180410385, max: 0.13736140727996826
2018-05-11 09:45:05,819 Grad is: min: -0.024761654436588287, max: 0.024811578914523125
2018-05-11 09:45:05,819 Target is: min: 0, max: 0
2018-05-11 09:45:05,819 --------------------------------------
2018-05-11 09:45:05,819 --------------------------------------
2018-05-11 09:45:05,819 Name is: layer3.1.bn2.weight
2018-05-11 09:45:05,820 Data is: min: 0.9994284510612488, max: 1.0005701780319214
2018-05-11 09:45:05,820 Grad is: min: -0.017363371327519417, max: 0.017040923237800598
2018-05-11 09:45:05,820 Target is: min: 0, max: 0
2018-05-11 09:45:05,820 --------------------------------------
2018-05-11 09:45:05,820 --------------------------------------
2018-05-11 09:45:05,820 Name is: layer3.1.bn2.bias
2018-05-11 09:45:05,821 Data is: min: -0.0005323922378011048, max: 0.0005578796262852848
2018-05-11 09:45:05,821 Grad is: min: -0.013661152683198452, max: 0.014682145789265633
2018-05-11 09:45:05,821 Target is: min: 0, max: 0
2018-05-11 09:45:05,821 --------------------------------------
2018-05-11 09:45:05,821 --------------------------------------
2018-05-11 09:45:05,821 Name is: layer3.1.conv3.weight
2018-05-11 09:45:05,822 Data is: min: -0.20935530960559845, max: 0.19658003747463226
2018-05-11 09:45:05,822 Grad is: min: -0.01891341805458069, max: 0.020536556839942932
2018-05-11 09:45:05,822 Target is: min: 0, max: 0
2018-05-11 09:45:05,822 --------------------------------------
2018-05-11 09:45:05,822 --------------------------------------
2018-05-11 09:45:05,822 Name is: layer3.1.bn3.weight
2018-05-11 09:45:05,823 Data is: min: 0.999428391456604, max: 1.0005865097045898
2018-05-11 09:45:05,823 Grad is: min: -0.00893024355173111, max: 0.009058806113898754
2018-05-11 09:45:05,823 Target is: min: 0, max: 0
2018-05-11 09:45:05,823 --------------------------------------
2018-05-11 09:45:05,823 --------------------------------------
2018-05-11 09:45:05,823 Name is: layer3.1.bn3.bias
2018-05-11 09:45:05,824 Data is: min: -0.0005697790766134858, max: 0.0005791760049760342
2018-05-11 09:45:05,824 Grad is: min: -0.005918432958424091, max: 0.006539557129144669
2018-05-11 09:45:05,824 Target is: min: 0, max: 0
2018-05-11 09:45:05,824 --------------------------------------
2018-05-11 09:45:05,824 --------------------------------------
2018-05-11 09:45:05,824 Name is: layer3.2.conv1.weight
2018-05-11 09:45:05,824 Data is: min: -0.39771825075149536, max: 0.4380412995815277
2018-05-11 09:45:05,825 Grad is: min: -0.010289845056831837, max: 0.010797826573252678
2018-05-11 09:45:05,825 Target is: min: 0, max: 0
2018-05-11 09:45:05,825 --------------------------------------
2018-05-11 09:45:05,825 --------------------------------------
2018-05-11 09:45:05,825 Name is: layer3.2.bn1.weight
2018-05-11 09:45:05,825 Data is: min: 0.9994198679924011, max: 1.0005539655685425
2018-05-11 09:45:05,826 Grad is: min: -0.012525143101811409, max: 0.014660692773759365
2018-05-11 09:45:05,826 Target is: min: 0, max: 0
2018-05-11 09:45:05,826 --------------------------------------
2018-05-11 09:45:05,826 --------------------------------------
2018-05-11 09:45:05,826 Name is: layer3.2.bn1.bias
2018-05-11 09:45:05,826 Data is: min: -0.0005630691885016859, max: 0.0005804426036775112
2018-05-11 09:45:05,827 Grad is: min: -0.009816509671509266, max: 0.00962077546864748
2018-05-11 09:45:05,827 Target is: min: 0, max: 0
2018-05-11 09:45:05,827 --------------------------------------
2018-05-11 09:45:05,827 --------------------------------------
2018-05-11 09:45:05,827 Name is: layer3.2.conv2.weight
2018-05-11 09:45:05,827 Data is: min: -0.1397358775138855, max: 0.13368402421474457
2018-05-11 09:45:05,828 Grad is: min: -0.02055610716342926, max: 0.018980422988533974
2018-05-11 09:45:05,828 Target is: min: 0, max: 0
2018-05-11 09:45:05,828 --------------------------------------
2018-05-11 09:45:05,828 --------------------------------------
2018-05-11 09:45:05,828 Name is: layer3.2.bn2.weight
2018-05-11 09:45:05,828 Data is: min: 0.9994360208511353, max: 1.0005683898925781
2018-05-11 09:45:05,829 Grad is: min: -0.009977075271308422, max: 0.012189149856567383
2018-05-11 09:45:05,829 Target is: min: 0, max: 0
2018-05-11 09:45:05,829 --------------------------------------
2018-05-11 09:45:05,829 --------------------------------------
2018-05-11 09:45:05,829 Name is: layer3.2.bn2.bias
2018-05-11 09:45:05,829 Data is: min: -0.000578785955440253, max: 0.000573951518163085
2018-05-11 09:45:05,830 Grad is: min: -0.00858677364885807, max: 0.009340602904558182
2018-05-11 09:45:05,830 Target is: min: 0, max: 0
2018-05-11 09:45:05,830 --------------------------------------
2018-05-11 09:45:05,830 --------------------------------------
2018-05-11 09:45:05,830 Name is: layer3.2.conv3.weight
2018-05-11 09:45:05,830 Data is: min: -0.19863583147525787, max: 0.21709465980529785
2018-05-11 09:45:05,831 Grad is: min: -0.016340792179107666, max: 0.013499923050403595
2018-05-11 09:45:05,831 Target is: min: 0, max: 0
2018-05-11 09:45:05,831 --------------------------------------
2018-05-11 09:45:05,831 --------------------------------------
2018-05-11 09:45:05,831 Name is: layer3.2.bn3.weight
2018-05-11 09:45:05,831 Data is: min: 0.99941086769104, max: 1.0005905628204346
2018-05-11 09:45:05,832 Grad is: min: -0.006081351079046726, max: 0.006001698784530163
2018-05-11 09:45:05,832 Target is: min: 0, max: 0
2018-05-11 09:45:05,832 --------------------------------------
2018-05-11 09:45:05,832 --------------------------------------
2018-05-11 09:45:05,832 Name is: layer3.2.bn3.bias
2018-05-11 09:45:05,832 Data is: min: -0.0005879992968402803, max: 0.0005699096363969147
2018-05-11 09:45:05,833 Grad is: min: -0.0044492073357105255, max: 0.0040781134739518166
2018-05-11 09:45:05,833 Target is: min: 0, max: 0
2018-05-11 09:45:05,833 --------------------------------------
2018-05-11 09:45:05,833 --------------------------------------
2018-05-11 09:45:05,833 Name is: layer3.3.conv1.weight
2018-05-11 09:45:05,833 Data is: min: -0.38004064559936523, max: 0.4161677360534668
2018-05-11 09:45:05,834 Grad is: min: -0.00760062038898468, max: 0.008205445483326912
2018-05-11 09:45:05,834 Target is: min: 0, max: 0
2018-05-11 09:45:05,834 --------------------------------------
2018-05-11 09:45:05,834 --------------------------------------
2018-05-11 09:45:05,834 Name is: layer3.3.bn1.weight
2018-05-11 09:45:05,834 Data is: min: 0.9994366765022278, max: 1.0005812644958496
2018-05-11 09:45:05,835 Grad is: min: -0.008787211030721664, max: 0.008601377718150616
2018-05-11 09:45:05,835 Target is: min: 0, max: 0
2018-05-11 09:45:05,835 --------------------------------------
2018-05-11 09:45:05,835 --------------------------------------
2018-05-11 09:45:05,835 Name is: layer3.3.bn1.bias
2018-05-11 09:45:05,835 Data is: min: -0.0005692173726856709, max: 0.0005795643664896488
2018-05-11 09:45:05,836 Grad is: min: -0.00999346375465393, max: 0.00891929678618908
2018-05-11 09:45:05,836 Target is: min: 0, max: 0
2018-05-11 09:45:05,836 --------------------------------------
2018-05-11 09:45:05,836 --------------------------------------
2018-05-11 09:45:05,836 Name is: layer3.3.conv2.weight
2018-05-11 09:45:05,836 Data is: min: -0.13687410950660706, max: 0.14543554186820984
2018-05-11 09:45:05,837 Grad is: min: -0.014160452410578728, max: 0.014310706406831741
2018-05-11 09:45:05,837 Target is: min: 0, max: 0
2018-05-11 09:45:05,837 --------------------------------------
2018-05-11 09:45:05,837 --------------------------------------
2018-05-11 09:45:05,837 Name is: layer3.3.bn2.weight
2018-05-11 09:45:05,837 Data is: min: 0.999427080154419, max: 1.0005944967269897
2018-05-11 09:45:05,838 Grad is: min: -0.007916503585875034, max: 0.00926924217492342
2018-05-11 09:45:05,838 Target is: min: 0, max: 0
2018-05-11 09:45:05,838 --------------------------------------
2018-05-11 09:45:05,838 --------------------------------------
2018-05-11 09:45:05,838 Name is: layer3.3.bn2.bias
2018-05-11 09:45:05,838 Data is: min: -0.0005857230862602592, max: 0.0005859713419340551
2018-05-11 09:45:05,839 Grad is: min: -0.007168466225266457, max: 0.006637470331043005
2018-05-11 09:45:05,839 Target is: min: 0, max: 0
2018-05-11 09:45:05,839 --------------------------------------
2018-05-11 09:45:05,839 --------------------------------------
2018-05-11 09:45:05,839 Name is: layer3.3.conv3.weight
2018-05-11 09:45:05,839 Data is: min: -0.20321975648403168, max: 0.19380174577236176
2018-05-11 09:45:05,840 Grad is: min: -0.011285612359642982, max: 0.010622619651257992
2018-05-11 09:45:05,840 Target is: min: 0, max: 0
2018-05-11 09:45:05,840 --------------------------------------
2018-05-11 09:45:05,840 --------------------------------------
2018-05-11 09:45:05,840 Name is: layer3.3.bn3.weight
2018-05-11 09:45:05,840 Data is: min: 0.9994167685508728, max: 1.0005825757980347
2018-05-11 09:45:05,841 Grad is: min: -0.004100361838936806, max: 0.004823700990527868
2018-05-11 09:45:05,841 Target is: min: 0, max: 0
2018-05-11 09:45:05,841 --------------------------------------
2018-05-11 09:45:05,841 --------------------------------------
2018-05-11 09:45:05,841 Name is: layer3.3.bn3.bias
2018-05-11 09:45:05,841 Data is: min: -0.000584692694246769, max: 0.0005763117806054652
2018-05-11 09:45:05,841 Grad is: min: -0.0029075266793370247, max: 0.0029228231869637966
2018-05-11 09:45:05,842 Target is: min: 0, max: 0
2018-05-11 09:45:05,842 --------------------------------------
2018-05-11 09:45:05,842 --------------------------------------
2018-05-11 09:45:05,842 Name is: layer3.4.conv1.weight
2018-05-11 09:45:05,842 Data is: min: -0.38663339614868164, max: 0.3828897476196289
2018-05-11 09:45:05,843 Grad is: min: -0.006389601156115532, max: 0.006463893689215183
2018-05-11 09:45:05,843 Target is: min: 0, max: 0
2018-05-11 09:45:05,843 --------------------------------------
2018-05-11 09:45:05,843 --------------------------------------
2018-05-11 09:45:05,843 Name is: layer3.4.bn1.weight
2018-05-11 09:45:05,843 Data is: min: 0.999434769153595, max: 1.0005791187286377
2018-05-11 09:45:05,844 Grad is: min: -0.007773117162287235, max: 0.008876007981598377
2018-05-11 09:45:05,844 Target is: min: 0, max: 0
2018-05-11 09:45:05,844 --------------------------------------
2018-05-11 09:45:05,844 --------------------------------------
2018-05-11 09:45:05,844 Name is: layer3.4.bn1.bias
2018-05-11 09:45:05,844 Data is: min: -0.0005600347649306059, max: 0.0005726397503167391
2018-05-11 09:45:05,844 Grad is: min: -0.008866090327501297, max: 0.008965836837887764
2018-05-11 09:45:05,845 Target is: min: 0, max: 0
2018-05-11 09:45:05,845 --------------------------------------
2018-05-11 09:45:05,845 --------------------------------------
2018-05-11 09:45:05,845 Name is: layer3.4.conv2.weight
2018-05-11 09:45:05,845 Data is: min: -0.13096828758716583, max: 0.1510559320449829
2018-05-11 09:45:05,846 Grad is: min: -0.01150249969214201, max: 0.01093527302145958
2018-05-11 09:45:05,846 Target is: min: 0, max: 0
2018-05-11 09:45:05,846 --------------------------------------
2018-05-11 09:45:05,846 --------------------------------------
2018-05-11 09:45:05,846 Name is: layer3.4.bn2.weight
2018-05-11 09:45:05,846 Data is: min: 0.9994300007820129, max: 1.0005894899368286
2018-05-11 09:45:05,847 Grad is: min: -0.005314321722835302, max: 0.0062953573651611805
2018-05-11 09:45:05,847 Target is: min: 0, max: 0
2018-05-11 09:45:05,847 --------------------------------------
2018-05-11 09:45:05,847 --------------------------------------
2018-05-11 09:45:05,847 Name is: layer3.4.bn2.bias
2018-05-11 09:45:05,847 Data is: min: -0.0005667742807418108, max: 0.0005866964347660542
2018-05-11 09:45:05,847 Grad is: min: -0.005390350241214037, max: 0.005472077988088131
2018-05-11 09:45:05,848 Target is: min: 0, max: 0
2018-05-11 09:45:05,848 --------------------------------------
2018-05-11 09:45:05,848 --------------------------------------
2018-05-11 09:45:05,848 Name is: layer3.4.conv3.weight
2018-05-11 09:45:05,848 Data is: min: -0.2076708823442459, max: 0.20321661233901978
2018-05-11 09:45:05,848 Grad is: min: -0.008152976632118225, max: 0.009657260961830616
2018-05-11 09:45:05,849 Target is: min: 0, max: 0
2018-05-11 09:45:05,849 --------------------------------------
2018-05-11 09:45:05,849 --------------------------------------
2018-05-11 09:45:05,849 Name is: layer3.4.bn3.weight
2018-05-11 09:45:05,849 Data is: min: 0.9994102120399475, max: 1.0005879402160645
2018-05-11 09:45:05,849 Grad is: min: -0.0029185046441853046, max: 0.0033095856197178364
2018-05-11 09:45:05,850 Target is: min: 0, max: 0
2018-05-11 09:45:05,850 --------------------------------------
2018-05-11 09:45:05,850 --------------------------------------
2018-05-11 09:45:05,850 Name is: layer3.4.bn3.bias
2018-05-11 09:45:05,850 Data is: min: -0.0005844964762218297, max: 0.0005844158004038036
2018-05-11 09:45:05,850 Grad is: min: -0.0022705141454935074, max: 0.0022925904486328363
2018-05-11 09:45:05,850 Target is: min: 0, max: 0
2018-05-11 09:45:05,851 --------------------------------------
2018-05-11 09:45:05,851 --------------------------------------
2018-05-11 09:45:05,851 Name is: layer3.5.conv1.weight
2018-05-11 09:45:05,851 Data is: min: -0.4036625921726227, max: 0.43526050448417664
2018-05-11 09:45:05,851 Grad is: min: -0.005344333127140999, max: 0.004671622067689896
2018-05-11 09:45:05,852 Target is: min: 0, max: 0
2018-05-11 09:45:05,852 --------------------------------------
2018-05-11 09:45:05,852 --------------------------------------
2018-05-11 09:45:05,852 Name is: layer3.5.bn1.weight
2018-05-11 09:45:05,852 Data is: min: 0.9994133114814758, max: 1.0005627870559692
2018-05-11 09:45:05,852 Grad is: min: -0.006049175746738911, max: 0.006950607057660818
2018-05-11 09:45:05,852 Target is: min: 0, max: 0
2018-05-11 09:45:05,853 --------------------------------------
2018-05-11 09:45:05,853 --------------------------------------
2018-05-11 09:45:05,853 Name is: layer3.5.bn1.bias
2018-05-11 09:45:05,853 Data is: min: -0.0005903089186176658, max: 0.000551592733245343
2018-05-11 09:45:05,853 Grad is: min: -0.006348632276058197, max: 0.005159007851034403
2018-05-11 09:45:05,853 Target is: min: 0, max: 0
2018-05-11 09:45:05,854 --------------------------------------
2018-05-11 09:45:05,854 --------------------------------------
2018-05-11 09:45:05,854 Name is: layer3.5.conv2.weight
2018-05-11 09:45:05,854 Data is: min: -0.13888081908226013, max: 0.1411283165216446
2018-05-11 09:45:05,854 Grad is: min: -0.010297231376171112, max: 0.010415131226181984
2018-05-11 09:45:05,855 Target is: min: 0, max: 0
2018-05-11 09:45:05,855 --------------------------------------
2018-05-11 09:45:05,855 --------------------------------------
2018-05-11 09:45:05,855 Name is: layer3.5.bn2.weight
2018-05-11 09:45:05,855 Data is: min: 0.9994466304779053, max: 1.000588059425354
2018-05-11 09:45:05,855 Grad is: min: -0.004673525225371122, max: 0.005197376944124699
2018-05-11 09:45:05,855 Target is: min: 0, max: 0
2018-05-11 09:45:05,856 --------------------------------------
2018-05-11 09:45:05,856 --------------------------------------
2018-05-11 09:45:05,856 Name is: layer3.5.bn2.bias
2018-05-11 09:45:05,856 Data is: min: -0.0005612588138319552, max: 0.0005916643422096968
2018-05-11 09:45:05,856 Grad is: min: -0.006343693006783724, max: 0.004645420238375664
2018-05-11 09:45:05,856 Target is: min: 0, max: 0
2018-05-11 09:45:05,857 --------------------------------------
2018-05-11 09:45:05,857 --------------------------------------
2018-05-11 09:45:05,857 Name is: layer3.5.conv3.weight
2018-05-11 09:45:05,857 Data is: min: -0.2054949551820755, max: 0.20052774250507355
2018-05-11 09:45:05,857 Grad is: min: -0.007043924648314714, max: 0.007137568201869726
2018-05-11 09:45:05,857 Target is: min: 0, max: 0
2018-05-11 09:45:05,858 --------------------------------------
2018-05-11 09:45:05,858 --------------------------------------
2018-05-11 09:45:05,858 Name is: layer3.5.bn3.weight
2018-05-11 09:45:05,858 Data is: min: 0.9994118809700012, max: 1.0005923509597778
2018-05-11 09:45:05,858 Grad is: min: -0.0028412349056452513, max: 0.0036085927858948708
2018-05-11 09:45:05,858 Target is: min: 0, max: 0
2018-05-11 09:45:05,859 --------------------------------------
2018-05-11 09:45:05,859 --------------------------------------
2018-05-11 09:45:05,859 Name is: layer3.5.bn3.bias
2018-05-11 09:45:05,859 Data is: min: -0.0005808151327073574, max: 0.0005856632487848401
2018-05-11 09:45:05,859 Grad is: min: -0.0014840923249721527, max: 0.0013375759590417147
2018-05-11 09:45:05,859 Target is: min: 0, max: 0
2018-05-11 09:45:05,859 --------------------------------------
2018-05-11 09:45:05,860 --------------------------------------
2018-05-11 09:45:05,860 Name is: layer4.0.conv1.weight
2018-05-11 09:45:05,860 Data is: min: -0.2766377627849579, max: 0.279906690120697
2018-05-11 09:45:05,860 Grad is: min: -0.0056008887477219105, max: 0.005607473663985729
2018-05-11 09:45:05,860 Target is: min: 0, max: 0
2018-05-11 09:45:05,861 --------------------------------------
2018-05-11 09:45:05,861 --------------------------------------
2018-05-11 09:45:05,861 Name is: layer4.0.bn1.weight
2018-05-11 09:45:05,861 Data is: min: 0.9994150400161743, max: 1.0005912780761719
2018-05-11 09:45:05,861 Grad is: min: -0.005326628219336271, max: 0.005133512895554304
2018-05-11 09:45:05,861 Target is: min: 0, max: 0
2018-05-11 09:45:05,862 --------------------------------------
2018-05-11 09:45:05,862 --------------------------------------
2018-05-11 09:45:05,862 Name is: layer4.0.bn1.bias
2018-05-11 09:45:05,862 Data is: min: -0.0005772319855168462, max: 0.0005919697578065097
2018-05-11 09:45:05,862 Grad is: min: -0.00474556814879179, max: 0.004732945002615452
2018-05-11 09:45:05,862 Target is: min: 0, max: 0
2018-05-11 09:45:05,862 --------------------------------------
2018-05-11 09:45:05,863 --------------------------------------
2018-05-11 09:45:05,863 Name is: layer4.0.conv2.weight
2018-05-11 09:45:05,863 Data is: min: -0.10455761104822159, max: 0.10677726566791534
2018-05-11 09:45:05,864 Grad is: min: -0.009298783726990223, max: 0.009950817562639713
2018-05-11 09:45:05,864 Target is: min: 0, max: 0
2018-05-11 09:45:05,864 --------------------------------------
2018-05-11 09:45:05,864 --------------------------------------
2018-05-11 09:45:05,864 Name is: layer4.0.bn2.weight
2018-05-11 09:45:05,864 Data is: min: 0.9994086027145386, max: 1.0005823373794556
2018-05-11 09:45:05,864 Grad is: min: -0.0050973412580788136, max: 0.004336298443377018
2018-05-11 09:45:05,865 Target is: min: 0, max: 0
2018-05-11 09:45:05,865 --------------------------------------
2018-05-11 09:45:05,865 --------------------------------------
2018-05-11 09:45:05,865 Name is: layer4.0.bn2.bias
2018-05-11 09:45:05,865 Data is: min: -0.0005858028889633715, max: 0.0005941940471529961
2018-05-11 09:45:05,865 Grad is: min: -0.0035249979700893164, max: 0.0035939007066190243
2018-05-11 09:45:05,866 Target is: min: 0, max: 0
2018-05-11 09:45:05,866 --------------------------------------
2018-05-11 09:45:05,866 --------------------------------------
2018-05-11 09:45:05,866 Name is: layer4.0.conv3.weight
2018-05-11 09:45:05,866 Data is: min: -0.15786533057689667, max: 0.15758831799030304
2018-05-11 09:45:05,867 Grad is: min: -0.008815952576696873, max: 0.00733293779194355
2018-05-11 09:45:05,867 Target is: min: 0, max: 0
2018-05-11 09:45:05,867 --------------------------------------
2018-05-11 09:45:05,867 --------------------------------------
2018-05-11 09:45:05,867 Name is: layer4.0.bn3.weight
2018-05-11 09:45:05,867 Data is: min: 0.9993981719017029, max: 1.0006030797958374
2018-05-11 09:45:05,868 Grad is: min: -0.007169322110712528, max: 0.0059152464382350445
2018-05-11 09:45:05,868 Target is: min: 0, max: 0
2018-05-11 09:45:05,868 --------------------------------------
2018-05-11 09:45:05,868 --------------------------------------
2018-05-11 09:45:05,868 Name is: layer4.0.bn3.bias
2018-05-11 09:45:05,868 Data is: min: -0.0006025466718710959, max: 0.000603328924626112
2018-05-11 09:45:05,869 Grad is: min: -0.01000012457370758, max: 0.0077911135740578175
2018-05-11 09:45:05,869 Target is: min: 0, max: 0
2018-05-11 09:45:05,869 --------------------------------------
2018-05-11 09:45:05,869 --------------------------------------
2018-05-11 09:45:05,869 Name is: layer4.0.downsample.0.weight
2018-05-11 09:45:05,869 Data is: min: -0.14995355904102325, max: 0.17949701845645905
2018-05-11 09:45:05,870 Grad is: min: -0.006623457185924053, max: 0.006716577801853418
2018-05-11 09:45:05,870 Target is: min: 0, max: 0
2018-05-11 09:45:05,870 --------------------------------------
2018-05-11 09:45:05,870 --------------------------------------
2018-05-11 09:45:05,870 Name is: layer4.0.downsample.1.weight
2018-05-11 09:45:05,870 Data is: min: 0.9993966817855835, max: 1.0006030797958374
2018-05-11 09:45:05,871 Grad is: min: -0.0067658438347280025, max: 0.0052389539778232574
2018-05-11 09:45:05,871 Target is: min: 0, max: 0
2018-05-11 09:45:05,871 --------------------------------------
2018-05-11 09:45:05,871 --------------------------------------
2018-05-11 09:45:05,871 Name is: layer4.0.downsample.1.bias
2018-05-11 09:45:05,871 Data is: min: -0.0006025466718710959, max: 0.000603328924626112
2018-05-11 09:45:05,872 Grad is: min: -0.01000012457370758, max: 0.0077911135740578175
2018-05-11 09:45:05,872 Target is: min: 0, max: 0
2018-05-11 09:45:05,872 --------------------------------------
2018-05-11 09:45:05,872 --------------------------------------
2018-05-11 09:45:05,872 Name is: layer4.1.conv1.weight
2018-05-11 09:45:05,873 Data is: min: -0.30673402547836304, max: 0.30305778980255127
2018-05-11 09:45:05,873 Grad is: min: -0.002994190203025937, max: 0.002877378137782216
2018-05-11 09:45:05,873 Target is: min: 0, max: 0
2018-05-11 09:45:05,873 --------------------------------------
2018-05-11 09:45:05,873 --------------------------------------
2018-05-11 09:45:05,873 Name is: layer4.1.bn1.weight
2018-05-11 09:45:05,874 Data is: min: 0.9994091987609863, max: 1.0005837678909302
2018-05-11 09:45:05,874 Grad is: min: -0.004641135223209858, max: 0.0035578340757638216
2018-05-11 09:45:05,874 Target is: min: 0, max: 0
2018-05-11 09:45:05,874 --------------------------------------
2018-05-11 09:45:05,874 --------------------------------------
2018-05-11 09:45:05,874 Name is: layer4.1.bn1.bias
2018-05-11 09:45:05,875 Data is: min: -0.0005836677155457437, max: 0.0005959859699942172
2018-05-11 09:45:05,875 Grad is: min: -0.00385470874607563, max: 0.003477805992588401
2018-05-11 09:45:05,875 Target is: min: 0, max: 0
2018-05-11 09:45:05,875 --------------------------------------
2018-05-11 09:45:05,875 --------------------------------------
2018-05-11 09:45:05,875 Name is: layer4.1.conv2.weight
2018-05-11 09:45:05,876 Data is: min: -0.10276765376329422, max: 0.11022505164146423
2018-05-11 09:45:05,876 Grad is: min: -0.00738236028701067, max: 0.008574298582971096
2018-05-11 09:45:05,876 Target is: min: 0, max: 0
2018-05-11 09:45:05,876 --------------------------------------
2018-05-11 09:45:05,876 --------------------------------------
2018-05-11 09:45:05,876 Name is: layer4.1.bn2.weight
2018-05-11 09:45:05,877 Data is: min: 0.9994068741798401, max: 1.000598669052124
2018-05-11 09:45:05,877 Grad is: min: -0.00410783477127552, max: 0.0034342841245234013
2018-05-11 09:45:05,877 Target is: min: 0, max: 0
2018-05-11 09:45:05,877 --------------------------------------
2018-05-11 09:45:05,877 --------------------------------------
2018-05-11 09:45:05,877 Name is: layer4.1.bn2.bias
2018-05-11 09:45:05,878 Data is: min: -0.0005874983035027981, max: 0.0005983331357128918
2018-05-11 09:45:05,878 Grad is: min: -0.003423886839300394, max: 0.002183070406317711
2018-05-11 09:45:05,878 Target is: min: 0, max: 0
2018-05-11 09:45:05,878 --------------------------------------
2018-05-11 09:45:05,878 --------------------------------------
2018-05-11 09:45:05,878 Name is: layer4.1.conv3.weight
2018-05-11 09:45:05,879 Data is: min: -0.1530415415763855, max: 0.15424494445323944
2018-05-11 09:45:05,879 Grad is: min: -0.006541013717651367, max: 0.0067072538658976555
2018-05-11 09:45:05,879 Target is: min: 0, max: 0
2018-05-11 09:45:05,879 --------------------------------------
2018-05-11 09:45:05,879 --------------------------------------
2018-05-11 09:45:05,880 Name is: layer4.1.bn3.weight
2018-05-11 09:45:05,880 Data is: min: 0.999398410320282, max: 1.0006029605865479
2018-05-11 09:45:05,880 Grad is: min: -0.007996358908712864, max: 0.0066970838233828545
2018-05-11 09:45:05,880 Target is: min: 0, max: 0
2018-05-11 09:45:05,880 --------------------------------------
2018-05-11 09:45:05,880 --------------------------------------
2018-05-11 09:45:05,881 Name is: layer4.1.bn3.bias
2018-05-11 09:45:05,881 Data is: min: -0.0006014381651766598, max: 0.00060343521181494
2018-05-11 09:45:05,881 Grad is: min: -0.013330155983567238, max: 0.012284372001886368
2018-05-11 09:45:05,881 Target is: min: 0, max: 0
2018-05-11 09:45:05,881 --------------------------------------
2018-05-11 09:45:05,881 --------------------------------------
2018-05-11 09:45:05,881 Name is: layer4.2.conv1.weight
2018-05-11 09:45:05,882 Data is: min: -0.30459609627723694, max: 0.32079702615737915
2018-05-11 09:45:05,882 Grad is: min: -0.002742812503129244, max: 0.002632244024425745
2018-05-11 09:45:05,882 Target is: min: 0, max: 0
2018-05-11 09:45:05,882 --------------------------------------
2018-05-11 09:45:05,883 --------------------------------------
2018-05-11 09:45:05,883 Name is: layer4.2.bn1.weight
2018-05-11 09:45:05,883 Data is: min: 0.9994128346443176, max: 1.0005967617034912
2018-05-11 09:45:05,883 Grad is: min: -0.0028229367453604937, max: 0.0026646803598850965
2018-05-11 09:45:05,883 Target is: min: 0, max: 0
2018-05-11 09:45:05,883 --------------------------------------
2018-05-11 09:45:05,884 --------------------------------------
2018-05-11 09:45:05,884 Name is: layer4.2.bn1.bias
2018-05-11 09:45:05,884 Data is: min: -0.0005747282411903143, max: 0.0005918911774642766
2018-05-11 09:45:05,884 Grad is: min: -0.002883726265281439, max: 0.002119880635291338
2018-05-11 09:45:05,884 Target is: min: 0, max: 0
2018-05-11 09:45:05,884 --------------------------------------
2018-05-11 09:45:05,885 --------------------------------------
2018-05-11 09:45:05,885 Name is: layer4.2.conv2.weight
2018-05-11 09:45:05,885 Data is: min: -0.10781129449605942, max: 0.1026867926120758
2018-05-11 09:45:05,885 Grad is: min: -0.006163162644952536, max: 0.006177031435072422
2018-05-11 09:45:05,886 Target is: min: 0, max: 0
2018-05-11 09:45:05,886 --------------------------------------
2018-05-11 09:45:05,886 --------------------------------------
2018-05-11 09:45:05,886 Name is: layer4.2.bn2.weight
2018-05-11 09:45:05,886 Data is: min: 0.9994034171104431, max: 1.0005885362625122
2018-05-11 09:45:05,886 Grad is: min: -0.0030365597922354937, max: 0.0026963159907609224
2018-05-11 09:45:05,887 Target is: min: 0, max: 0
2018-05-11 09:45:05,887 --------------------------------------
2018-05-11 09:45:05,887 --------------------------------------
2018-05-11 09:45:05,887 Name is: layer4.2.bn2.bias
2018-05-11 09:45:05,887 Data is: min: -0.0005920385592617095, max: 0.0005995112005621195
2018-05-11 09:45:05,887 Grad is: min: -0.0023161559365689754, max: 0.0016965069808065891
2018-05-11 09:45:05,888 Target is: min: 0, max: 0
2018-05-11 09:45:05,888 --------------------------------------
2018-05-11 09:45:05,888 --------------------------------------
2018-05-11 09:45:05,888 Name is: layer4.2.conv3.weight
2018-05-11 09:45:05,888 Data is: min: -0.16211822628974915, max: 0.15548589825630188
2018-05-11 09:45:05,889 Grad is: min: -0.004687134642153978, max: 0.004971550311893225
2018-05-11 09:45:05,889 Target is: min: 0, max: 0
2018-05-11 09:45:05,889 --------------------------------------
2018-05-11 09:45:05,889 --------------------------------------
2018-05-11 09:45:05,889 Name is: layer4.2.bn3.weight
2018-05-11 09:45:05,889 Data is: min: 0.9993991851806641, max: 1.000603199005127
2018-05-11 09:45:05,890 Grad is: min: -0.006754659581929445, max: 0.005498816259205341
2018-05-11 09:45:05,890 Target is: min: 0, max: 0
2018-05-11 09:45:05,890 --------------------------------------
2018-05-11 09:45:05,890 --------------------------------------
2018-05-11 09:45:05,890 Name is: layer4.2.bn3.bias
2018-05-11 09:45:05,890 Data is: min: -0.0006005727918818593, max: 0.0006035721162334085
2018-05-11 09:45:05,890 Grad is: min: -0.016285091638565063, max: 0.0159207321703434
2018-05-11 09:45:05,891 Target is: min: 0, max: 0
2018-05-11 09:45:05,891 --------------------------------------
2018-05-11 09:45:05,891 --------------------------------------
2018-05-11 09:45:05,891 Name is: fc.weight
2018-05-11 09:45:05,891 Data is: min: -0.022697456181049347, max: 0.022684402763843536
2018-05-11 09:45:05,892 Grad is: min: -1.1682018041610718, max: 0.026621872559189796
2018-05-11 09:45:05,892 Target is: min: 0, max: 0
2018-05-11 09:45:05,892 --------------------------------------
2018-05-11 09:45:05,892 --------------------------------------
2018-05-11 09:45:05,892 Name is: fc.bias
2018-05-11 09:45:05,892 Data is: min: -0.021906860172748566, max: 0.02142946608364582
2018-05-11 09:45:05,892 Grad is: min: -0.8857338428497314, max: 0.01698201335966587
2018-05-11 09:45:05,893 Target is: min: 0, max: 0
2018-05-11 09:45:05,893 --------------------------------------
2018-05-11 09:45:05,893 -- RUNNING_LOSS: 2.283531904220581
2018-05-11 09:45:05,893 -- ITERATION: 6
2018-05-11 09:45:05,978 --------------------------------------
2018-05-11 09:45:05,978 Name is: conv1.weight
2018-05-11 09:45:05,979 Data is: min: -0.10917814821004868, max: 0.09904169291257858
2018-05-11 09:45:05,979 Grad is: min: -13.665704727172852, max: 6.706574440002441
2018-05-11 09:45:05,979 Target is: min: 0, max: 0
2018-05-11 09:45:05,980 --------------------------------------
2018-05-11 09:45:05,980 --------------------------------------
2018-05-11 09:45:05,980 Name is: bn1.weight
2018-05-11 09:45:05,980 Data is: min: 0.9995006918907166, max: 1.000489592552185
2018-05-11 09:45:05,981 Grad is: min: -0.6498249769210815, max: 0.7144889831542969
2018-05-11 09:45:05,981 Target is: min: 0, max: 0
2018-05-11 09:45:05,981 --------------------------------------
2018-05-11 09:45:05,981 --------------------------------------
2018-05-11 09:45:05,981 Name is: bn1.bias
2018-05-11 09:45:05,982 Data is: min: -0.0005431043682619929, max: 0.00046072283294051886
2018-05-11 09:45:05,982 Grad is: min: -0.39429688453674316, max: 0.3337084949016571
2018-05-11 09:45:05,982 Target is: min: 0, max: 0
2018-05-11 09:45:05,983 --------------------------------------
2018-05-11 09:45:05,983 --------------------------------------
2018-05-11 09:45:05,983 Name is: layer1.0.conv1.weight
2018-05-11 09:45:05,983 Data is: min: -0.6506124138832092, max: 0.5568264722824097
2018-05-11 09:45:05,984 Grad is: min: -0.625419020652771, max: 0.8396009206771851
2018-05-11 09:45:05,984 Target is: min: 0, max: 0
2018-05-11 09:45:05,984 --------------------------------------
2018-05-11 09:45:05,984 --------------------------------------
2018-05-11 09:45:05,984 Name is: layer1.0.bn1.weight
2018-05-11 09:45:05,985 Data is: min: 0.9994117021560669, max: 1.000533103942871
2018-05-11 09:45:05,985 Grad is: min: -0.35680586099624634, max: 0.4483848512172699
2018-05-11 09:45:05,985 Target is: min: 0, max: 0
2018-05-11 09:45:05,986 --------------------------------------
2018-05-11 09:45:05,986 --------------------------------------
2018-05-11 09:45:05,986 Name is: layer1.0.bn1.bias
2018-05-11 09:45:05,986 Data is: min: -0.0005772521835751832, max: 0.0005729547701776028
2018-05-11 09:45:05,987 Grad is: min: -0.3234699070453644, max: 0.3397325873374939
2018-05-11 09:45:05,987 Target is: min: 0, max: 0
2018-05-11 09:45:05,987 --------------------------------------
2018-05-11 09:45:05,987 --------------------------------------
2018-05-11 09:45:05,987 Name is: layer1.0.conv2.weight
2018-05-11 09:45:05,988 Data is: min: -0.23848667740821838, max: 0.2165135145187378
2018-05-11 09:45:05,988 Grad is: min: -0.5929678082466125, max: 0.508967399597168
2018-05-11 09:45:05,988 Target is: min: 0, max: 0
2018-05-11 09:45:05,988 --------------------------------------
2018-05-11 09:45:05,989 --------------------------------------
2018-05-11 09:45:05,989 Name is: layer1.0.bn2.weight
2018-05-11 09:45:05,989 Data is: min: 0.9993515610694885, max: 1.0006721019744873
2018-05-11 09:45:05,989 Grad is: min: -0.2792586386203766, max: 0.35046157240867615
2018-05-11 09:45:05,990 Target is: min: 0, max: 0
2018-05-11 09:45:05,990 --------------------------------------
2018-05-11 09:45:05,990 --------------------------------------
2018-05-11 09:45:05,990 Name is: layer1.0.bn2.bias
2018-05-11 09:45:05,990 Data is: min: -0.0005432164762169123, max: 0.0005959635018371046
2018-05-11 09:45:05,991 Grad is: min: -0.3120466470718384, max: 0.23580831289291382
2018-05-11 09:45:05,991 Target is: min: 0, max: 0
2018-05-11 09:45:05,991 --------------------------------------
2018-05-11 09:45:05,991 --------------------------------------
2018-05-11 09:45:05,991 Name is: layer1.0.conv3.weight
2018-05-11 09:45:05,992 Data is: min: -0.34047603607177734, max: 0.3543893098831177
2018-05-11 09:45:05,992 Grad is: min: -0.47008979320526123, max: 0.4424857497215271
2018-05-11 09:45:05,992 Target is: min: 0, max: 0
2018-05-11 09:45:05,993 --------------------------------------
2018-05-11 09:45:05,993 --------------------------------------
2018-05-11 09:45:05,993 Name is: layer1.0.bn3.weight
2018-05-11 09:45:05,993 Data is: min: 0.9993430972099304, max: 1.000598430633545
2018-05-11 09:45:05,994 Grad is: min: -0.17358563840389252, max: 0.15356497466564178
2018-05-11 09:45:05,994 Target is: min: 0, max: 0
2018-05-11 09:45:05,994 --------------------------------------
2018-05-11 09:45:05,994 --------------------------------------
2018-05-11 09:45:05,994 Name is: layer1.0.bn3.bias
2018-05-11 09:45:05,995 Data is: min: -0.000647585082333535, max: 0.000566918111871928
2018-05-11 09:45:05,995 Grad is: min: -0.12330744415521622, max: 0.10682594031095505
2018-05-11 09:45:05,995 Target is: min: 0, max: 0
2018-05-11 09:45:05,995 --------------------------------------
2018-05-11 09:45:05,995 --------------------------------------
2018-05-11 09:45:05,996 Name is: layer1.0.downsample.0.weight
2018-05-11 09:45:05,996 Data is: min: -0.3623225688934326, max: 0.35227009654045105
2018-05-11 09:45:05,996 Grad is: min: -0.4773319661617279, max: 0.48092472553253174
2018-05-11 09:45:05,997 Target is: min: 0, max: 0
2018-05-11 09:45:05,997 --------------------------------------
2018-05-11 09:45:05,997 --------------------------------------
2018-05-11 09:45:05,997 Name is: layer1.0.downsample.1.weight
2018-05-11 09:45:05,997 Data is: min: 0.999384343624115, max: 1.0006566047668457
2018-05-11 09:45:05,998 Grad is: min: -0.16777566075325012, max: 0.15759828686714172
2018-05-11 09:45:05,998 Target is: min: 0, max: 0
2018-05-11 09:45:05,998 --------------------------------------
2018-05-11 09:45:05,998 --------------------------------------
2018-05-11 09:45:05,998 Name is: layer1.0.downsample.1.bias
2018-05-11 09:45:05,999 Data is: min: -0.000647585082333535, max: 0.000566918111871928
2018-05-11 09:45:05,999 Grad is: min: -0.12330744415521622, max: 0.10682594031095505
2018-05-11 09:45:05,999 Target is: min: 0, max: 0
2018-05-11 09:45:05,999 --------------------------------------
2018-05-11 09:45:06,000 --------------------------------------
2018-05-11 09:45:06,000 Name is: layer1.1.conv1.weight
2018-05-11 09:45:06,000 Data is: min: -0.7396122813224792, max: 0.6869258880615234
2018-05-11 09:45:06,000 Grad is: min: -0.17705722153186798, max: 0.19459062814712524
2018-05-11 09:45:06,001 Target is: min: 0, max: 0
2018-05-11 09:45:06,001 --------------------------------------
2018-05-11 09:45:06,001 --------------------------------------
2018-05-11 09:45:06,001 Name is: layer1.1.bn1.weight
2018-05-11 09:45:06,001 Data is: min: 0.9993900060653687, max: 1.0006000995635986
2018-05-11 09:45:06,002 Grad is: min: -0.17851972579956055, max: 0.24340488016605377
2018-05-11 09:45:06,002 Target is: min: 0, max: 0
2018-05-11 09:45:06,002 --------------------------------------
2018-05-11 09:45:06,002 --------------------------------------
2018-05-11 09:45:06,002 Name is: layer1.1.bn1.bias
2018-05-11 09:45:06,003 Data is: min: -0.000611055875197053, max: 0.000569113006349653
2018-05-11 09:45:06,003 Grad is: min: -0.2942558526992798, max: 0.1774490773677826
2018-05-11 09:45:06,003 Target is: min: 0, max: 0
2018-05-11 09:45:06,003 --------------------------------------
2018-05-11 09:45:06,003 --------------------------------------
2018-05-11 09:45:06,004 Name is: layer1.1.conv2.weight
2018-05-11 09:45:06,004 Data is: min: -0.26031574606895447, max: 0.2257819026708603
2018-05-11 09:45:06,004 Grad is: min: -0.3111516237258911, max: 0.40562278032302856
2018-05-11 09:45:06,004 Target is: min: 0, max: 0
2018-05-11 09:45:06,005 --------------------------------------
2018-05-11 09:45:06,005 --------------------------------------
2018-05-11 09:45:06,005 Name is: layer1.1.bn2.weight
2018-05-11 09:45:06,005 Data is: min: 0.9993747472763062, max: 1.0005738735198975
2018-05-11 09:45:06,006 Grad is: min: -0.20503340661525726, max: 0.1511472463607788
2018-05-11 09:45:06,006 Target is: min: 0, max: 0
2018-05-11 09:45:06,006 --------------------------------------
2018-05-11 09:45:06,006 --------------------------------------
2018-05-11 09:45:06,006 Name is: layer1.1.bn2.bias
2018-05-11 09:45:06,006 Data is: min: -0.0005762857617810369, max: 0.0006130636320449412
2018-05-11 09:45:06,007 Grad is: min: -0.15444587171077728, max: 0.13644523918628693
2018-05-11 09:45:06,007 Target is: min: 0, max: 0
2018-05-11 09:45:06,007 --------------------------------------
2018-05-11 09:45:06,007 --------------------------------------
2018-05-11 09:45:06,007 Name is: layer1.1.conv3.weight
2018-05-11 09:45:06,008 Data is: min: -0.3714376986026764, max: 0.3655775487422943
2018-05-11 09:45:06,008 Grad is: min: -0.23130595684051514, max: 0.2406906634569168
2018-05-11 09:45:06,008 Target is: min: 0, max: 0
2018-05-11 09:45:06,008 --------------------------------------
2018-05-11 09:45:06,009 --------------------------------------
2018-05-11 09:45:06,009 Name is: layer1.1.bn3.weight
2018-05-11 09:45:06,009 Data is: min: 0.9993413686752319, max: 1.0006545782089233
2018-05-11 09:45:06,009 Grad is: min: -0.09501974284648895, max: 0.10197576135396957
2018-05-11 09:45:06,010 Target is: min: 0, max: 0
2018-05-11 09:45:06,010 --------------------------------------
2018-05-11 09:45:06,010 --------------------------------------
2018-05-11 09:45:06,010 Name is: layer1.1.bn3.bias
2018-05-11 09:45:06,010 Data is: min: -0.0006582348141819239, max: 0.0006146511877886951
2018-05-11 09:45:06,011 Grad is: min: -0.08862362056970596, max: 0.06396493315696716
2018-05-11 09:45:06,011 Target is: min: 0, max: 0
2018-05-11 09:45:06,011 --------------------------------------
2018-05-11 09:45:06,011 --------------------------------------
2018-05-11 09:45:06,011 Name is: layer1.2.conv1.weight
2018-05-11 09:45:06,012 Data is: min: -0.7298913598060608, max: 0.7824572920799255
2018-05-11 09:45:06,012 Grad is: min: -0.1668211966753006, max: 0.10884349048137665
2018-05-11 09:45:06,012 Target is: min: 0, max: 0
2018-05-11 09:45:06,012 --------------------------------------
2018-05-11 09:45:06,012 --------------------------------------
2018-05-11 09:45:06,013 Name is: layer1.2.bn1.weight
2018-05-11 09:45:06,013 Data is: min: 0.999334990978241, max: 1.0005909204483032
2018-05-11 09:45:06,013 Grad is: min: -0.12803585827350616, max: 0.15013322234153748
2018-05-11 09:45:06,013 Target is: min: 0, max: 0
2018-05-11 09:45:06,013 --------------------------------------
2018-05-11 09:45:06,014 --------------------------------------
2018-05-11 09:45:06,014 Name is: layer1.2.bn1.bias
2018-05-11 09:45:06,014 Data is: min: -0.0005149786593392491, max: 0.0006260263617150486
2018-05-11 09:45:06,014 Grad is: min: -0.11482375860214233, max: 0.08902222663164139
2018-05-11 09:45:06,015 Target is: min: 0, max: 0
2018-05-11 09:45:06,015 --------------------------------------
2018-05-11 09:45:06,015 --------------------------------------
2018-05-11 09:45:06,015 Name is: layer1.2.conv2.weight
2018-05-11 09:45:06,015 Data is: min: -0.2402123659849167, max: 0.22538387775421143
2018-05-11 09:45:06,016 Grad is: min: -0.17476822435855865, max: 0.17625734210014343
2018-05-11 09:45:06,016 Target is: min: 0, max: 0
2018-05-11 09:45:06,016 --------------------------------------
2018-05-11 09:45:06,016 --------------------------------------
2018-05-11 09:45:06,016 Name is: layer1.2.bn2.weight
2018-05-11 09:45:06,017 Data is: min: 0.9994240403175354, max: 1.0006142854690552
2018-05-11 09:45:06,017 Grad is: min: -0.1494293063879013, max: 0.13346469402313232
2018-05-11 09:45:06,017 Target is: min: 0, max: 0
2018-05-11 09:45:06,017 --------------------------------------
2018-05-11 09:45:06,017 --------------------------------------
2018-05-11 09:45:06,017 Name is: layer1.2.bn2.bias
2018-05-11 09:45:06,018 Data is: min: -0.0005384688265621662, max: 0.0005540669080801308
2018-05-11 09:45:06,018 Grad is: min: -0.09129318594932556, max: 0.1148282140493393
2018-05-11 09:45:06,018 Target is: min: 0, max: 0
2018-05-11 09:45:06,018 --------------------------------------
2018-05-11 09:45:06,018 --------------------------------------
2018-05-11 09:45:06,019 Name is: layer1.2.conv3.weight
2018-05-11 09:45:06,019 Data is: min: -0.3462862968444824, max: 0.35808831453323364
2018-05-11 09:45:06,019 Grad is: min: -0.14257562160491943, max: 0.1725257784128189
2018-05-11 09:45:06,019 Target is: min: 0, max: 0
2018-05-11 09:45:06,020 --------------------------------------
2018-05-11 09:45:06,020 --------------------------------------
2018-05-11 09:45:06,020 Name is: layer1.2.bn3.weight
2018-05-11 09:45:06,020 Data is: min: 0.9993661046028137, max: 1.000590443611145
2018-05-11 09:45:06,021 Grad is: min: -0.0742916688323021, max: 0.10770662873983383
2018-05-11 09:45:06,021 Target is: min: 0, max: 0
2018-05-11 09:45:06,021 --------------------------------------
2018-05-11 09:45:06,021 --------------------------------------
2018-05-11 09:45:06,021 Name is: layer1.2.bn3.bias
2018-05-11 09:45:06,021 Data is: min: -0.0006740165990777314, max: 0.0006222645752131939
2018-05-11 09:45:06,022 Grad is: min: -0.036527033895254135, max: 0.03823693469166756
2018-05-11 09:45:06,022 Target is: min: 0, max: 0
2018-05-11 09:45:06,022 --------------------------------------
2018-05-11 09:45:06,022 --------------------------------------
2018-05-11 09:45:06,022 Name is: layer2.0.conv1.weight
2018-05-11 09:45:06,023 Data is: min: -0.4889400899410248, max: 0.5267410278320312
2018-05-11 09:45:06,023 Grad is: min: -0.08459238708019257, max: 0.10596099495887756
2018-05-11 09:45:06,023 Target is: min: 0, max: 0
2018-05-11 09:45:06,023 --------------------------------------
2018-05-11 09:45:06,023 --------------------------------------
2018-05-11 09:45:06,023 Name is: layer2.0.bn1.weight
2018-05-11 09:45:06,024 Data is: min: 0.9993676543235779, max: 1.0006729364395142
2018-05-11 09:45:06,024 Grad is: min: -0.1168593093752861, max: 0.07751376181840897
2018-05-11 09:45:06,024 Target is: min: 0, max: 0
2018-05-11 09:45:06,024 --------------------------------------
2018-05-11 09:45:06,024 --------------------------------------
2018-05-11 09:45:06,025 Name is: layer2.0.bn1.bias
2018-05-11 09:45:06,025 Data is: min: -0.000591013056691736, max: 0.0005610433290712535
2018-05-11 09:45:06,025 Grad is: min: -0.08571423590183258, max: 0.07600180059671402
2018-05-11 09:45:06,025 Target is: min: 0, max: 0
2018-05-11 09:45:06,025 --------------------------------------
2018-05-11 09:45:06,026 --------------------------------------
2018-05-11 09:45:06,026 Name is: layer2.0.conv2.weight
2018-05-11 09:45:06,026 Data is: min: -0.18666158616542816, max: 0.17129206657409668
2018-05-11 09:45:06,026 Grad is: min: -0.12369675934314728, max: 0.1146818995475769
2018-05-11 09:45:06,027 Target is: min: 0, max: 0
2018-05-11 09:45:06,027 --------------------------------------
2018-05-11 09:45:06,027 --------------------------------------
2018-05-11 09:45:06,027 Name is: layer2.0.bn2.weight
2018-05-11 09:45:06,027 Data is: min: 0.9993470907211304, max: 1.0006539821624756
2018-05-11 09:45:06,028 Grad is: min: -0.07032093405723572, max: 0.06727833300828934
2018-05-11 09:45:06,028 Target is: min: 0, max: 0
2018-05-11 09:45:06,028 --------------------------------------
2018-05-11 09:45:06,028 --------------------------------------
2018-05-11 09:45:06,028 Name is: layer2.0.bn2.bias
2018-05-11 09:45:06,028 Data is: min: -0.0006615675520151854, max: 0.0005905544385313988
2018-05-11 09:45:06,029 Grad is: min: -0.058906007558107376, max: 0.054077714681625366
2018-05-11 09:45:06,029 Target is: min: 0, max: 0
2018-05-11 09:45:06,029 --------------------------------------
2018-05-11 09:45:06,029 --------------------------------------
2018-05-11 09:45:06,029 Name is: layer2.0.conv3.weight
2018-05-11 09:45:06,030 Data is: min: -0.2672697603702545, max: 0.24749751389026642
2018-05-11 09:45:06,030 Grad is: min: -0.0972830057144165, max: 0.10460454970598221
2018-05-11 09:45:06,030 Target is: min: 0, max: 0
2018-05-11 09:45:06,030 --------------------------------------
2018-05-11 09:45:06,030 --------------------------------------
2018-05-11 09:45:06,030 Name is: layer2.0.bn3.weight
2018-05-11 09:45:06,031 Data is: min: 0.9993136525154114, max: 1.000654697418213
2018-05-11 09:45:06,031 Grad is: min: -0.04453834146261215, max: 0.039125487208366394
2018-05-11 09:45:06,031 Target is: min: 0, max: 0
2018-05-11 09:45:06,031 --------------------------------------
2018-05-11 09:45:06,031 --------------------------------------
2018-05-11 09:45:06,032 Name is: layer2.0.bn3.bias
2018-05-11 09:45:06,032 Data is: min: -0.0006648124544881284, max: 0.0006427462794817984
2018-05-11 09:45:06,032 Grad is: min: -0.0342995785176754, max: 0.031875185668468475
2018-05-11 09:45:06,032 Target is: min: 0, max: 0
2018-05-11 09:45:06,032 --------------------------------------
2018-05-11 09:45:06,033 --------------------------------------
2018-05-11 09:45:06,033 Name is: layer2.0.downsample.0.weight
2018-05-11 09:45:06,033 Data is: min: -0.25670692324638367, max: 0.2982543706893921
2018-05-11 09:45:06,033 Grad is: min: -0.07662472128868103, max: 0.08244600892066956
2018-05-11 09:45:06,034 Target is: min: 0, max: 0
2018-05-11 09:45:06,034 --------------------------------------
2018-05-11 09:45:06,034 --------------------------------------
2018-05-11 09:45:06,034 Name is: layer2.0.downsample.1.weight
2018-05-11 09:45:06,034 Data is: min: 0.9993560910224915, max: 1.0006489753723145
2018-05-11 09:45:06,034 Grad is: min: -0.061669208109378815, max: 0.03403458371758461
2018-05-11 09:45:06,035 Target is: min: 0, max: 0
2018-05-11 09:45:06,035 --------------------------------------
2018-05-11 09:45:06,035 --------------------------------------
2018-05-11 09:45:06,035 Name is: layer2.0.downsample.1.bias
2018-05-11 09:45:06,035 Data is: min: -0.0006648124544881284, max: 0.0006427462794817984
2018-05-11 09:45:06,036 Grad is: min: -0.0342995785176754, max: 0.031875185668468475
2018-05-11 09:45:06,036 Target is: min: 0, max: 0
2018-05-11 09:45:06,036 --------------------------------------
2018-05-11 09:45:06,036 --------------------------------------
2018-05-11 09:45:06,036 Name is: layer2.1.conv1.weight
2018-05-11 09:45:06,036 Data is: min: -0.5157996416091919, max: 0.5576972961425781
2018-05-11 09:45:06,037 Grad is: min: -0.04704459011554718, max: 0.04756946116685867
2018-05-11 09:45:06,037 Target is: min: 0, max: 0
2018-05-11 09:45:06,037 --------------------------------------
2018-05-11 09:45:06,037 --------------------------------------
2018-05-11 09:45:06,037 Name is: layer2.1.bn1.weight
2018-05-11 09:45:06,038 Data is: min: 0.9994589686393738, max: 1.0005906820297241
2018-05-11 09:45:06,038 Grad is: min: -0.0702376589179039, max: 0.06193643435835838
2018-05-11 09:45:06,038 Target is: min: 0, max: 0
2018-05-11 09:45:06,038 --------------------------------------
2018-05-11 09:45:06,038 --------------------------------------
2018-05-11 09:45:06,038 Name is: layer2.1.bn1.bias
2018-05-11 09:45:06,039 Data is: min: -0.0006358991377055645, max: 0.0005344680394046009
2018-05-11 09:45:06,039 Grad is: min: -0.048775263130664825, max: 0.061447639018297195
2018-05-11 09:45:06,039 Target is: min: 0, max: 0
2018-05-11 09:45:06,039 --------------------------------------
2018-05-11 09:45:06,039 --------------------------------------
2018-05-11 09:45:06,039 Name is: layer2.1.conv2.weight
2018-05-11 09:45:06,040 Data is: min: -0.1964489072561264, max: 0.17450086772441864
2018-05-11 09:45:06,040 Grad is: min: -0.09227582812309265, max: 0.08402378857135773
2018-05-11 09:45:06,040 Target is: min: 0, max: 0
2018-05-11 09:45:06,040 --------------------------------------
2018-05-11 09:45:06,040 --------------------------------------
2018-05-11 09:45:06,041 Name is: layer2.1.bn2.weight
2018-05-11 09:45:06,041 Data is: min: 0.9993959665298462, max: 1.0005919933319092
2018-05-11 09:45:06,041 Grad is: min: -0.054782893508672714, max: 0.03645110875368118
2018-05-11 09:45:06,041 Target is: min: 0, max: 0
2018-05-11 09:45:06,041 --------------------------------------
2018-05-11 09:45:06,042 --------------------------------------
2018-05-11 09:45:06,042 Name is: layer2.1.bn2.bias
2018-05-11 09:45:06,042 Data is: min: -0.0005620009615086019, max: 0.000626708846539259
2018-05-11 09:45:06,042 Grad is: min: -0.04908164590597153, max: 0.04788937419652939
2018-05-11 09:45:06,042 Target is: min: 0, max: 0
2018-05-11 09:45:06,042 --------------------------------------
2018-05-11 09:45:06,043 --------------------------------------
2018-05-11 09:45:06,043 Name is: layer2.1.conv3.weight
2018-05-11 09:45:06,043 Data is: min: -0.24480968713760376, max: 0.2415260225534439
2018-05-11 09:45:06,043 Grad is: min: -0.07423868775367737, max: 0.0682736486196518
2018-05-11 09:45:06,044 Target is: min: 0, max: 0
2018-05-11 09:45:06,044 --------------------------------------
2018-05-11 09:45:06,044 --------------------------------------
2018-05-11 09:45:06,044 Name is: layer2.1.bn3.weight
2018-05-11 09:45:06,044 Data is: min: 0.9993733167648315, max: 1.000677466392517
2018-05-11 09:45:06,044 Grad is: min: -0.02305985428392887, max: 0.02344185672700405
2018-05-11 09:45:06,045 Target is: min: 0, max: 0
2018-05-11 09:45:06,045 --------------------------------------
2018-05-11 09:45:06,045 --------------------------------------
2018-05-11 09:45:06,045 Name is: layer2.1.bn3.bias
2018-05-11 09:45:06,045 Data is: min: -0.0006455780821852386, max: 0.0006521432078443468
2018-05-11 09:45:06,046 Grad is: min: -0.02448348142206669, max: 0.01817203126847744
2018-05-11 09:45:06,046 Target is: min: 0, max: 0
2018-05-11 09:45:06,046 --------------------------------------
2018-05-11 09:45:06,046 --------------------------------------
2018-05-11 09:45:06,046 Name is: layer2.2.conv1.weight
2018-05-11 09:45:06,046 Data is: min: -0.5268279910087585, max: 0.4938974976539612
2018-05-11 09:45:06,047 Grad is: min: -0.033170901238918304, max: 0.04003705456852913
2018-05-11 09:45:06,047 Target is: min: 0, max: 0
2018-05-11 09:45:06,047 --------------------------------------
2018-05-11 09:45:06,047 --------------------------------------
2018-05-11 09:45:06,047 Name is: layer2.2.bn1.weight
2018-05-11 09:45:06,047 Data is: min: 0.9993879199028015, max: 1.0006295442581177
2018-05-11 09:45:06,048 Grad is: min: -0.03962884843349457, max: 0.04881411790847778
2018-05-11 09:45:06,048 Target is: min: 0, max: 0
2018-05-11 09:45:06,048 --------------------------------------
2018-05-11 09:45:06,048 --------------------------------------
2018-05-11 09:45:06,048 Name is: layer2.2.bn1.bias
2018-05-11 09:45:06,048 Data is: min: -0.0005828281282447278, max: 0.0006364415166899562
2018-05-11 09:45:06,049 Grad is: min: -0.04782429337501526, max: 0.040746062994003296
2018-05-11 09:45:06,049 Target is: min: 0, max: 0
2018-05-11 09:45:06,049 --------------------------------------
2018-05-11 09:45:06,049 --------------------------------------
2018-05-11 09:45:06,049 Name is: layer2.2.conv2.weight
2018-05-11 09:45:06,050 Data is: min: -0.17426544427871704, max: 0.18183326721191406
2018-05-11 09:45:06,050 Grad is: min: -0.06094649061560631, max: 0.06261543929576874
2018-05-11 09:45:06,050 Target is: min: 0, max: 0
2018-05-11 09:45:06,050 --------------------------------------
2018-05-11 09:45:06,050 --------------------------------------
2018-05-11 09:45:06,050 Name is: layer2.2.bn2.weight
2018-05-11 09:45:06,051 Data is: min: 0.9993274807929993, max: 1.000608205795288
2018-05-11 09:45:06,051 Grad is: min: -0.03527597337961197, max: 0.03691935911774635
2018-05-11 09:45:06,051 Target is: min: 0, max: 0
2018-05-11 09:45:06,051 --------------------------------------
2018-05-11 09:45:06,051 --------------------------------------
2018-05-11 09:45:06,051 Name is: layer2.2.bn2.bias
2018-05-11 09:45:06,052 Data is: min: -0.0006236519548110664, max: 0.0006206340622156858
2018-05-11 09:45:06,052 Grad is: min: -0.030783317983150482, max: 0.02668808586895466
2018-05-11 09:45:06,052 Target is: min: 0, max: 0
2018-05-11 09:45:06,052 --------------------------------------
2018-05-11 09:45:06,052 --------------------------------------
2018-05-11 09:45:06,052 Name is: layer2.2.conv3.weight
2018-05-11 09:45:06,053 Data is: min: -0.26320841908454895, max: 0.28200340270996094
2018-05-11 09:45:06,053 Grad is: min: -0.048655349761247635, max: 0.04606634005904198
2018-05-11 09:45:06,053 Target is: min: 0, max: 0
2018-05-11 09:45:06,053 --------------------------------------
2018-05-11 09:45:06,053 --------------------------------------
2018-05-11 09:45:06,053 Name is: layer2.2.bn3.weight
2018-05-11 09:45:06,054 Data is: min: 0.9993802905082703, max: 1.0006210803985596
2018-05-11 09:45:06,054 Grad is: min: -0.02070581540465355, max: 0.02093321830034256
2018-05-11 09:45:06,054 Target is: min: 0, max: 0
2018-05-11 09:45:06,054 --------------------------------------
2018-05-11 09:45:06,054 --------------------------------------
2018-05-11 09:45:06,054 Name is: layer2.2.bn3.bias
2018-05-11 09:45:06,055 Data is: min: -0.0006807167083024979, max: 0.0006969202659092844
2018-05-11 09:45:06,055 Grad is: min: -0.011623816564679146, max: 0.01146029308438301
2018-05-11 09:45:06,055 Target is: min: 0, max: 0
2018-05-11 09:45:06,055 --------------------------------------
2018-05-11 09:45:06,055 --------------------------------------
2018-05-11 09:45:06,056 Name is: layer2.3.conv1.weight
2018-05-11 09:45:06,056 Data is: min: -0.5494278073310852, max: 0.5498058795928955
2018-05-11 09:45:06,056 Grad is: min: -0.02313876524567604, max: 0.023479774594306946
2018-05-11 09:45:06,056 Target is: min: 0, max: 0
2018-05-11 09:45:06,056 --------------------------------------
2018-05-11 09:45:06,057 --------------------------------------
2018-05-11 09:45:06,057 Name is: layer2.3.bn1.weight
2018-05-11 09:45:06,057 Data is: min: 0.9993724822998047, max: 1.0006011724472046
2018-05-11 09:45:06,057 Grad is: min: -0.03890719637274742, max: 0.027146270498633385
2018-05-11 09:45:06,057 Target is: min: 0, max: 0
2018-05-11 09:45:06,057 --------------------------------------
2018-05-11 09:45:06,058 --------------------------------------
2018-05-11 09:45:06,058 Name is: layer2.3.bn1.bias
2018-05-11 09:45:06,058 Data is: min: -0.0006166957318782806, max: 0.000627628993242979
2018-05-11 09:45:06,058 Grad is: min: -0.034432582557201385, max: 0.02565011940896511
2018-05-11 09:45:06,058 Target is: min: 0, max: 0
2018-05-11 09:45:06,059 --------------------------------------
2018-05-11 09:45:06,059 --------------------------------------
2018-05-11 09:45:06,059 Name is: layer2.3.conv2.weight
2018-05-11 09:45:06,059 Data is: min: -0.1880929172039032, max: 0.17822889983654022
2018-05-11 09:45:06,059 Grad is: min: -0.04323476552963257, max: 0.041354112327098846
2018-05-11 09:45:06,060 Target is: min: 0, max: 0
2018-05-11 09:45:06,060 --------------------------------------
2018-05-11 09:45:06,060 --------------------------------------
2018-05-11 09:45:06,060 Name is: layer2.3.bn2.weight
2018-05-11 09:45:06,060 Data is: min: 0.9993586540222168, max: 1.0006263256072998
2018-05-11 09:45:06,060 Grad is: min: -0.02673267014324665, max: 0.03161529824137688
2018-05-11 09:45:06,061 Target is: min: 0, max: 0
2018-05-11 09:45:06,061 --------------------------------------
2018-05-11 09:45:06,061 --------------------------------------
2018-05-11 09:45:06,061 Name is: layer2.3.bn2.bias
2018-05-11 09:45:06,061 Data is: min: -0.0006415324751287699, max: 0.0006422459846362472
2018-05-11 09:45:06,061 Grad is: min: -0.027068106457591057, max: 0.03720314800739288
2018-05-11 09:45:06,062 Target is: min: 0, max: 0
2018-05-11 09:45:06,062 --------------------------------------
2018-05-11 09:45:06,062 --------------------------------------
2018-05-11 09:45:06,062 Name is: layer2.3.conv3.weight
2018-05-11 09:45:06,062 Data is: min: -0.3042866289615631, max: 0.27316558361053467
2018-05-11 09:45:06,062 Grad is: min: -0.03258194774389267, max: 0.03604806587100029
2018-05-11 09:45:06,063 Target is: min: 0, max: 0
2018-05-11 09:45:06,063 --------------------------------------
2018-05-11 09:45:06,063 --------------------------------------
2018-05-11 09:45:06,063 Name is: layer2.3.bn3.weight
2018-05-11 09:45:06,063 Data is: min: 0.9993382096290588, max: 1.0006576776504517
2018-05-11 09:45:06,063 Grad is: min: -0.012545296922326088, max: 0.010731332004070282
2018-05-11 09:45:06,064 Target is: min: 0, max: 0
2018-05-11 09:45:06,064 --------------------------------------
2018-05-11 09:45:06,064 --------------------------------------
2018-05-11 09:45:06,064 Name is: layer2.3.bn3.bias
2018-05-11 09:45:06,064 Data is: min: -0.0006576373125426471, max: 0.0006594787701033056
2018-05-11 09:45:06,064 Grad is: min: -0.00788572896271944, max: 0.007433606311678886
2018-05-11 09:45:06,065 Target is: min: 0, max: 0
2018-05-11 09:45:06,065 --------------------------------------
2018-05-11 09:45:06,065 --------------------------------------
2018-05-11 09:45:06,065 Name is: layer3.0.conv1.weight
2018-05-11 09:45:06,065 Data is: min: -0.4042784571647644, max: 0.36386606097221375
2018-05-11 09:45:06,065 Grad is: min: -0.020013798028230667, max: 0.020678333938121796
2018-05-11 09:45:06,066 Target is: min: 0, max: 0
2018-05-11 09:45:06,066 --------------------------------------
2018-05-11 09:45:06,066 --------------------------------------
2018-05-11 09:45:06,066 Name is: layer3.0.bn1.weight
2018-05-11 09:45:06,066 Data is: min: 0.9993448257446289, max: 1.0006616115570068
2018-05-11 09:45:06,066 Grad is: min: -0.0196208655834198, max: 0.02041822299361229
2018-05-11 09:45:06,067 Target is: min: 0, max: 0
2018-05-11 09:45:06,067 --------------------------------------
2018-05-11 09:45:06,067 --------------------------------------
2018-05-11 09:45:06,067 Name is: layer3.0.bn1.bias
2018-05-11 09:45:06,067 Data is: min: -0.0006505335331894457, max: 0.0005847143474966288
2018-05-11 09:45:06,067 Grad is: min: -0.01816091686487198, max: 0.015107174403965473
2018-05-11 09:45:06,068 Target is: min: 0, max: 0
2018-05-11 09:45:06,068 --------------------------------------
2018-05-11 09:45:06,068 --------------------------------------
2018-05-11 09:45:06,068 Name is: layer3.0.conv2.weight
2018-05-11 09:45:06,068 Data is: min: -0.13887298107147217, max: 0.1380160003900528
2018-05-11 09:45:06,069 Grad is: min: -0.028883084654808044, max: 0.029088255017995834
2018-05-11 09:45:06,069 Target is: min: 0, max: 0
2018-05-11 09:45:06,069 --------------------------------------
2018-05-11 09:45:06,069 --------------------------------------
2018-05-11 09:45:06,069 Name is: layer3.0.bn2.weight
2018-05-11 09:45:06,069 Data is: min: 0.999390184879303, max: 1.0006335973739624
2018-05-11 09:45:06,070 Grad is: min: -0.016306614503264427, max: 0.017669111490249634
2018-05-11 09:45:06,070 Target is: min: 0, max: 0
2018-05-11 09:45:06,070 --------------------------------------
2018-05-11 09:45:06,070 --------------------------------------
2018-05-11 09:45:06,070 Name is: layer3.0.bn2.bias
2018-05-11 09:45:06,070 Data is: min: -0.0006384046282619238, max: 0.0006637042970396578
2018-05-11 09:45:06,071 Grad is: min: -0.013133467175066471, max: 0.012684429064393044
2018-05-11 09:45:06,071 Target is: min: 0, max: 0
2018-05-11 09:45:06,071 --------------------------------------
2018-05-11 09:45:06,071 --------------------------------------
2018-05-11 09:45:06,071 Name is: layer3.0.conv3.weight
2018-05-11 09:45:06,071 Data is: min: -0.1929163932800293, max: 0.20160092413425446
2018-05-11 09:45:06,072 Grad is: min: -0.024415209889411926, max: 0.025708172470331192
2018-05-11 09:45:06,072 Target is: min: 0, max: 0
2018-05-11 09:45:06,072 --------------------------------------
2018-05-11 09:45:06,072 --------------------------------------
2018-05-11 09:45:06,072 Name is: layer3.0.bn3.weight
2018-05-11 09:45:06,072 Data is: min: 0.9993532299995422, max: 1.0006738901138306
2018-05-11 09:45:06,073 Grad is: min: -0.009503410197794437, max: 0.0136070242151618
2018-05-11 09:45:06,073 Target is: min: 0, max: 0
2018-05-11 09:45:06,073 --------------------------------------
2018-05-11 09:45:06,073 --------------------------------------
2018-05-11 09:45:06,073 Name is: layer3.0.bn3.bias
2018-05-11 09:45:06,073 Data is: min: -0.0006545357755385339, max: 0.0006891573430038989
2018-05-11 09:45:06,074 Grad is: min: -0.008045783266425133, max: 0.007461024913936853
2018-05-11 09:45:06,074 Target is: min: 0, max: 0
2018-05-11 09:45:06,074 --------------------------------------
2018-05-11 09:45:06,074 --------------------------------------
2018-05-11 09:45:06,074 Name is: layer3.0.downsample.0.weight
2018-05-11 09:45:06,074 Data is: min: -0.20353727042675018, max: 0.19722168147563934
2018-05-11 09:45:06,075 Grad is: min: -0.01812022551894188, max: 0.01723661459982395
2018-05-11 09:45:06,075 Target is: min: 0, max: 0
2018-05-11 09:45:06,075 --------------------------------------
2018-05-11 09:45:06,075 --------------------------------------
2018-05-11 09:45:06,075 Name is: layer3.0.downsample.1.weight
2018-05-11 09:45:06,075 Data is: min: 0.9993454813957214, max: 1.0006815195083618
2018-05-11 09:45:06,076 Grad is: min: -0.010040842927992344, max: 0.008119269274175167
2018-05-11 09:45:06,076 Target is: min: 0, max: 0
2018-05-11 09:45:06,076 --------------------------------------
2018-05-11 09:45:06,076 --------------------------------------
2018-05-11 09:45:06,076 Name is: layer3.0.downsample.1.bias
2018-05-11 09:45:06,076 Data is: min: -0.0006545357755385339, max: 0.0006891573430038989
2018-05-11 09:45:06,077 Grad is: min: -0.008045783266425133, max: 0.007461024913936853
2018-05-11 09:45:06,077 Target is: min: 0, max: 0
2018-05-11 09:45:06,077 --------------------------------------
2018-05-11 09:45:06,077 --------------------------------------
2018-05-11 09:45:06,077 Name is: layer3.1.conv1.weight
2018-05-11 09:45:06,077 Data is: min: -0.45307132601737976, max: 0.37611690163612366
2018-05-11 09:45:06,078 Grad is: min: -0.011579908430576324, max: 0.011360610835254192
2018-05-11 09:45:06,078 Target is: min: 0, max: 0
2018-05-11 09:45:06,078 --------------------------------------
2018-05-11 09:45:06,078 --------------------------------------
2018-05-11 09:45:06,078 Name is: layer3.1.bn1.weight
2018-05-11 09:45:06,078 Data is: min: 0.9993362426757812, max: 1.000643014907837
2018-05-11 09:45:06,079 Grad is: min: -0.015941563993692398, max: 0.02176062949001789
2018-05-11 09:45:06,079 Target is: min: 0, max: 0
2018-05-11 09:45:06,079 --------------------------------------
2018-05-11 09:45:06,079 --------------------------------------
2018-05-11 09:45:06,079 Name is: layer3.1.bn1.bias
2018-05-11 09:45:06,079 Data is: min: -0.0006507802754640579, max: 0.0006731849862262607
2018-05-11 09:45:06,079 Grad is: min: -0.01315161120146513, max: 0.016970615833997726
2018-05-11 09:45:06,080 Target is: min: 0, max: 0
2018-05-11 09:45:06,080 --------------------------------------
2018-05-11 09:45:06,080 --------------------------------------
2018-05-11 09:45:06,080 Name is: layer3.1.conv2.weight
2018-05-11 09:45:06,080 Data is: min: -0.1375262588262558, max: 0.13734228909015656
2018-05-11 09:45:06,081 Grad is: min: -0.023865941911935806, max: 0.019672833383083344
2018-05-11 09:45:06,081 Target is: min: 0, max: 0
2018-05-11 09:45:06,081 --------------------------------------
2018-05-11 09:45:06,081 --------------------------------------
2018-05-11 09:45:06,081 Name is: layer3.1.bn2.weight
2018-05-11 09:45:06,081 Data is: min: 0.9993636012077332, max: 1.0006598234176636
2018-05-11 09:45:06,082 Grad is: min: -0.010517744347453117, max: 0.014056474901735783
2018-05-11 09:45:06,082 Target is: min: 0, max: 0
2018-05-11 09:45:06,082 --------------------------------------
2018-05-11 09:45:06,082 --------------------------------------
2018-05-11 09:45:06,082 Name is: layer3.1.bn2.bias
2018-05-11 09:45:06,082 Data is: min: -0.0006135766743682325, max: 0.0006383906002156436
2018-05-11 09:45:06,082 Grad is: min: -0.009767074137926102, max: 0.012721531093120575
2018-05-11 09:45:06,083 Target is: min: 0, max: 0
2018-05-11 09:45:06,083 --------------------------------------
2018-05-11 09:45:06,083 --------------------------------------
2018-05-11 09:45:06,083 Name is: layer3.1.conv3.weight
2018-05-11 09:45:06,083 Data is: min: -0.2093706578016281, max: 0.19660121202468872
2018-05-11 09:45:06,084 Grad is: min: -0.01661507785320282, max: 0.016842955723404884
2018-05-11 09:45:06,084 Target is: min: 0, max: 0
2018-05-11 09:45:06,084 --------------------------------------
2018-05-11 09:45:06,084 --------------------------------------
2018-05-11 09:45:06,084 Name is: layer3.1.bn3.weight
2018-05-11 09:45:06,084 Data is: min: 0.9993370771408081, max: 1.000662088394165
2018-05-11 09:45:06,084 Grad is: min: -0.006269147153943777, max: 0.007102590054273605
2018-05-11 09:45:06,085 Target is: min: 0, max: 0
2018-05-11 09:45:06,085 --------------------------------------
2018-05-11 09:45:06,085 --------------------------------------
2018-05-11 09:45:06,085 Name is: layer3.1.bn3.bias
2018-05-11 09:45:06,085 Data is: min: -0.0006466328050009906, max: 0.0006662804516963661
2018-05-11 09:45:06,085 Grad is: min: -0.004069622606039047, max: 0.005357146728783846
2018-05-11 09:45:06,086 Target is: min: 0, max: 0
2018-05-11 09:45:06,086 --------------------------------------
2018-05-11 09:45:06,086 --------------------------------------
2018-05-11 09:45:06,086 Name is: layer3.2.conv1.weight
2018-05-11 09:45:06,086 Data is: min: -0.3976910412311554, max: 0.43810638785362244
2018-05-11 09:45:06,086 Grad is: min: -0.008835987187922001, max: 0.008771044202148914
2018-05-11 09:45:06,087 Target is: min: 0, max: 0
2018-05-11 09:45:06,087 --------------------------------------
2018-05-11 09:45:06,087 --------------------------------------
2018-05-11 09:45:06,087 Name is: layer3.2.bn1.weight
2018-05-11 09:45:06,087 Data is: min: 0.9993431568145752, max: 1.0006390810012817
2018-05-11 09:45:06,087 Grad is: min: -0.009849194437265396, max: 0.009747974574565887
2018-05-11 09:45:06,088 Target is: min: 0, max: 0
2018-05-11 09:45:06,088 --------------------------------------
2018-05-11 09:45:06,088 --------------------------------------
2018-05-11 09:45:06,088 Name is: layer3.2.bn1.bias
2018-05-11 09:45:06,088 Data is: min: -0.0006383953150361776, max: 0.000670126813929528
2018-05-11 09:45:06,088 Grad is: min: -0.00999055802822113, max: 0.010437393561005592
2018-05-11 09:45:06,088 Target is: min: 0, max: 0
2018-05-11 09:45:06,089 --------------------------------------
2018-05-11 09:45:06,089 --------------------------------------
2018-05-11 09:45:06,089 Name is: layer3.2.conv2.weight
2018-05-11 09:45:06,089 Data is: min: -0.13972342014312744, max: 0.13371749222278595
2018-05-11 09:45:06,089 Grad is: min: -0.014879981055855751, max: 0.014694120734930038
2018-05-11 09:45:06,090 Target is: min: 0, max: 0
2018-05-11 09:45:06,090 --------------------------------------
2018-05-11 09:45:06,090 --------------------------------------
2018-05-11 09:45:06,090 Name is: layer3.2.bn2.weight
2018-05-11 09:45:06,090 Data is: min: 0.9993525743484497, max: 1.0006524324417114
2018-05-11 09:45:06,090 Grad is: min: -0.008695007301867008, max: 0.009876358322799206
2018-05-11 09:45:06,090 Target is: min: 0, max: 0
2018-05-11 09:45:06,091 --------------------------------------
2018-05-11 09:45:06,091 --------------------------------------
2018-05-11 09:45:06,091 Name is: layer3.2.bn2.bias
2018-05-11 09:45:06,091 Data is: min: -0.000654103874694556, max: 0.0006553922430612147
2018-05-11 09:45:06,091 Grad is: min: -0.00805128924548626, max: 0.00821441039443016
2018-05-11 09:45:06,091 Target is: min: 0, max: 0
2018-05-11 09:45:06,092 --------------------------------------
2018-05-11 09:45:06,092 --------------------------------------
2018-05-11 09:45:06,092 Name is: layer3.2.conv3.weight
2018-05-11 09:45:06,092 Data is: min: -0.19862167537212372, max: 0.21711723506450653
2018-05-11 09:45:06,092 Grad is: min: -0.012117801234126091, max: 0.011892249807715416
2018-05-11 09:45:06,092 Target is: min: 0, max: 0
2018-05-11 09:45:06,093 --------------------------------------
2018-05-11 09:45:06,093 --------------------------------------
2018-05-11 09:45:06,093 Name is: layer3.2.bn3.weight
2018-05-11 09:45:06,093 Data is: min: 0.9993172883987427, max: 1.0006898641586304
2018-05-11 09:45:06,093 Grad is: min: -0.004464646335691214, max: 0.005512266419827938
2018-05-11 09:45:06,093 Target is: min: 0, max: 0
2018-05-11 09:45:06,094 --------------------------------------
2018-05-11 09:45:06,094 --------------------------------------
2018-05-11 09:45:06,094 Name is: layer3.2.bn3.bias
2018-05-11 09:45:06,094 Data is: min: -0.0006761218537576497, max: 0.0006565268849954009
2018-05-11 09:45:06,094 Grad is: min: -0.0031609595753252506, max: 0.003391304984688759
2018-05-11 09:45:06,094 Target is: min: 0, max: 0
2018-05-11 09:45:06,094 --------------------------------------
2018-05-11 09:45:06,095 --------------------------------------
2018-05-11 09:45:06,095 Name is: layer3.3.conv1.weight
2018-05-11 09:45:06,095 Data is: min: -0.379993736743927, max: 0.4161487817764282
2018-05-11 09:45:06,095 Grad is: min: -0.007199218962341547, max: 0.00708680460229516
2018-05-11 09:45:06,095 Target is: min: 0, max: 0
2018-05-11 09:45:06,095 --------------------------------------
2018-05-11 09:45:06,096 --------------------------------------
2018-05-11 09:45:06,096 Name is: layer3.3.bn1.weight
2018-05-11 09:45:06,096 Data is: min: 0.9993664026260376, max: 1.0006732940673828
2018-05-11 09:45:06,096 Grad is: min: -0.007979368790984154, max: 0.007185488939285278
2018-05-11 09:45:06,096 Target is: min: 0, max: 0
2018-05-11 09:45:06,096 --------------------------------------
2018-05-11 09:45:06,097 --------------------------------------
2018-05-11 09:45:06,097 Name is: layer3.3.bn1.bias
2018-05-11 09:45:06,097 Data is: min: -0.0006388769834302366, max: 0.0006689588190056384
2018-05-11 09:45:06,097 Grad is: min: -0.006670750677585602, max: 0.009207241237163544
2018-05-11 09:45:06,097 Target is: min: 0, max: 0
2018-05-11 09:45:06,097 --------------------------------------
2018-05-11 09:45:06,097 --------------------------------------
2018-05-11 09:45:06,098 Name is: layer3.3.conv2.weight
2018-05-11 09:45:06,098 Data is: min: -0.13682419061660767, max: 0.14539790153503418
2018-05-11 09:45:06,098 Grad is: min: -0.013118511065840721, max: 0.011358549818396568
2018-05-11 09:45:06,098 Target is: min: 0, max: 0
2018-05-11 09:45:06,098 --------------------------------------
2018-05-11 09:45:06,099 --------------------------------------
2018-05-11 09:45:06,099 Name is: layer3.3.bn2.weight
2018-05-11 09:45:06,099 Data is: min: 0.9993512630462646, max: 1.0006762742996216
2018-05-11 09:45:06,099 Grad is: min: -0.007931506261229515, max: 0.006830461323261261
2018-05-11 09:45:06,099 Target is: min: 0, max: 0
2018-05-11 09:45:06,099 --------------------------------------
2018-05-11 09:45:06,100 --------------------------------------
2018-05-11 09:45:06,100 Name is: layer3.3.bn2.bias
2018-05-11 09:45:06,100 Data is: min: -0.0006672900053672493, max: 0.0006664830725640059
2018-05-11 09:45:06,100 Grad is: min: -0.00833317544311285, max: 0.005092032719403505
2018-05-11 09:45:06,100 Target is: min: 0, max: 0
2018-05-11 09:45:06,100 --------------------------------------
2018-05-11 09:45:06,100 --------------------------------------
2018-05-11 09:45:06,101 Name is: layer3.3.conv3.weight
2018-05-11 09:45:06,101 Data is: min: -0.2031317949295044, max: 0.19381743669509888
2018-05-11 09:45:06,101 Grad is: min: -0.0090238181874156, max: 0.00902942568063736
2018-05-11 09:45:06,101 Target is: min: 0, max: 0
2018-05-11 09:45:06,101 --------------------------------------
2018-05-11 09:45:06,101 --------------------------------------
2018-05-11 09:45:06,102 Name is: layer3.3.bn3.weight
2018-05-11 09:45:06,102 Data is: min: 0.9993335604667664, max: 1.0006605386734009
2018-05-11 09:45:06,102 Grad is: min: -0.003973184619098902, max: 0.0037050717510282993
2018-05-11 09:45:06,102 Target is: min: 0, max: 0
2018-05-11 09:45:06,102 --------------------------------------
2018-05-11 09:45:06,102 --------------------------------------
2018-05-11 09:45:06,102 Name is: layer3.3.bn3.bias
2018-05-11 09:45:06,103 Data is: min: -0.0006794000510126352, max: 0.0006671157316304743
2018-05-11 09:45:06,103 Grad is: min: -0.002230829792097211, max: 0.0024051866494119167
2018-05-11 09:45:06,103 Target is: min: 0, max: 0
2018-05-11 09:45:06,103 --------------------------------------
2018-05-11 09:45:06,103 --------------------------------------
2018-05-11 09:45:06,103 Name is: layer3.4.conv1.weight
2018-05-11 09:45:06,104 Data is: min: -0.3866458237171173, max: 0.38292816281318665
2018-05-11 09:45:06,104 Grad is: min: -0.004846333060413599, max: 0.005556714255362749
2018-05-11 09:45:06,104 Target is: min: 0, max: 0
2018-05-11 09:45:06,104 --------------------------------------
2018-05-11 09:45:06,104 --------------------------------------
2018-05-11 09:45:06,104 Name is: layer3.4.bn1.weight
2018-05-11 09:45:06,105 Data is: min: 0.9993650913238525, max: 1.000670313835144
2018-05-11 09:45:06,105 Grad is: min: -0.007597292307764292, max: 0.005760769359767437
2018-05-11 09:45:06,105 Target is: min: 0, max: 0
2018-05-11 09:45:06,105 --------------------------------------
2018-05-11 09:45:06,105 --------------------------------------
2018-05-11 09:45:06,105 Name is: layer3.4.bn1.bias
2018-05-11 09:45:06,106 Data is: min: -0.0006403857842087746, max: 0.000655987358186394
2018-05-11 09:45:06,106 Grad is: min: -0.005711812525987625, max: 0.005409132689237595
2018-05-11 09:45:06,106 Target is: min: 0, max: 0
2018-05-11 09:45:06,106 --------------------------------------
2018-05-11 09:45:06,106 --------------------------------------
2018-05-11 09:45:06,106 Name is: layer3.4.conv2.weight
2018-05-11 09:45:06,107 Data is: min: -0.13093967735767365, max: 0.1511002480983734
2018-05-11 09:45:06,107 Grad is: min: -0.00941352266818285, max: 0.009666993282735348
2018-05-11 09:45:06,107 Target is: min: 0, max: 0
2018-05-11 09:45:06,107 --------------------------------------
2018-05-11 09:45:06,107 --------------------------------------
2018-05-11 09:45:06,107 Name is: layer3.4.bn2.weight
2018-05-11 09:45:06,108 Data is: min: 0.9993330836296082, max: 1.000680685043335
2018-05-11 09:45:06,108 Grad is: min: -0.006002475973218679, max: 0.006614938378334045
2018-05-11 09:45:06,108 Target is: min: 0, max: 0
2018-05-11 09:45:06,108 --------------------------------------
2018-05-11 09:45:06,108 --------------------------------------
2018-05-11 09:45:06,108 Name is: layer3.4.bn2.bias
2018-05-11 09:45:06,109 Data is: min: -0.0006516340072266757, max: 0.0006763981655240059
2018-05-11 09:45:06,109 Grad is: min: -0.005012394394725561, max: 0.005345853976905346
2018-05-11 09:45:06,109 Target is: min: 0, max: 0
2018-05-11 09:45:06,109 --------------------------------------
2018-05-11 09:45:06,109 --------------------------------------
2018-05-11 09:45:06,109 Name is: layer3.4.conv3.weight
2018-05-11 09:45:06,110 Data is: min: -0.20770205557346344, max: 0.20320738852024078
2018-05-11 09:45:06,110 Grad is: min: -0.007591126020997763, max: 0.006998916156589985
2018-05-11 09:45:06,110 Target is: min: 0, max: 0
2018-05-11 09:45:06,110 --------------------------------------
2018-05-11 09:45:06,110 --------------------------------------
2018-05-11 09:45:06,110 Name is: layer3.4.bn3.weight
2018-05-11 09:45:06,111 Data is: min: 0.9993283748626709, max: 1.0006623268127441
2018-05-11 09:45:06,111 Grad is: min: -0.0029341797344386578, max: 0.003105124458670616
2018-05-11 09:45:06,111 Target is: min: 0, max: 0
2018-05-11 09:45:06,111 --------------------------------------
2018-05-11 09:45:06,111 --------------------------------------
2018-05-11 09:45:06,111 Name is: layer3.4.bn3.bias
2018-05-11 09:45:06,112 Data is: min: -0.000665987899992615, max: 0.0006813544896431267
2018-05-11 09:45:06,112 Grad is: min: -0.0015969527885317802, max: 0.0017596179386600852
2018-05-11 09:45:06,112 Target is: min: 0, max: 0
2018-05-11 09:45:06,112 --------------------------------------
2018-05-11 09:45:06,112 --------------------------------------
2018-05-11 09:45:06,112 Name is: layer3.5.conv1.weight
2018-05-11 09:45:06,113 Data is: min: -0.403714120388031, max: 0.43520987033843994
2018-05-11 09:45:06,113 Grad is: min: -0.0046621630899608135, max: 0.004786831792443991
2018-05-11 09:45:06,113 Target is: min: 0, max: 0
2018-05-11 09:45:06,113 --------------------------------------
2018-05-11 09:45:06,113 --------------------------------------
2018-05-11 09:45:06,113 Name is: layer3.5.bn1.weight
2018-05-11 09:45:06,114 Data is: min: 0.9993224143981934, max: 1.0006412267684937
2018-05-11 09:45:06,114 Grad is: min: -0.0045565287582576275, max: 0.006512731313705444
2018-05-11 09:45:06,114 Target is: min: 0, max: 0
2018-05-11 09:45:06,114 --------------------------------------
2018-05-11 09:45:06,114 --------------------------------------
2018-05-11 09:45:06,114 Name is: layer3.5.bn1.bias
2018-05-11 09:45:06,115 Data is: min: -0.000684653059579432, max: 0.0006295330240391195
2018-05-11 09:45:06,115 Grad is: min: -0.005530110560357571, max: 0.004412006586790085
2018-05-11 09:45:06,115 Target is: min: 0, max: 0
2018-05-11 09:45:06,115 --------------------------------------
2018-05-11 09:45:06,115 --------------------------------------
2018-05-11 09:45:06,115 Name is: layer3.5.conv2.weight
2018-05-11 09:45:06,116 Data is: min: -0.13892923295497894, max: 0.14115078747272491
2018-05-11 09:45:06,116 Grad is: min: -0.010413674637675285, max: 0.007747598923742771
2018-05-11 09:45:06,116 Target is: min: 0, max: 0
2018-05-11 09:45:06,116 --------------------------------------
2018-05-11 09:45:06,116 --------------------------------------
2018-05-11 09:45:06,116 Name is: layer3.5.bn2.weight
2018-05-11 09:45:06,117 Data is: min: 0.999373197555542, max: 1.0006847381591797
2018-05-11 09:45:06,117 Grad is: min: -0.00582985719665885, max: 0.004409789107739925
2018-05-11 09:45:06,117 Target is: min: 0, max: 0
2018-05-11 09:45:06,117 --------------------------------------
2018-05-11 09:45:06,117 --------------------------------------
2018-05-11 09:45:06,117 Name is: layer3.5.bn2.bias
2018-05-11 09:45:06,118 Data is: min: -0.0006282923277467489, max: 0.0006861272267997265
2018-05-11 09:45:06,118 Grad is: min: -0.0036233386490494013, max: 0.003463593777269125
2018-05-11 09:45:06,118 Target is: min: 0, max: 0
2018-05-11 09:45:06,118 --------------------------------------
2018-05-11 09:45:06,118 --------------------------------------
2018-05-11 09:45:06,118 Name is: layer3.5.conv3.weight
2018-05-11 09:45:06,119 Data is: min: -0.20547105371952057, max: 0.20059984922409058
2018-05-11 09:45:06,119 Grad is: min: -0.005793901160359383, max: 0.0061128162778913975
2018-05-11 09:45:06,119 Target is: min: 0, max: 0
2018-05-11 09:45:06,119 --------------------------------------
2018-05-11 09:45:06,119 --------------------------------------
2018-05-11 09:45:06,119 Name is: layer3.5.bn3.weight
2018-05-11 09:45:06,120 Data is: min: 0.9993134140968323, max: 1.0006803274154663
2018-05-11 09:45:06,120 Grad is: min: -0.002888474613428116, max: 0.002364814281463623
2018-05-11 09:45:06,120 Target is: min: 0, max: 0
2018-05-11 09:45:06,120 --------------------------------------
2018-05-11 09:45:06,120 --------------------------------------
2018-05-11 09:45:06,120 Name is: layer3.5.bn3.bias
2018-05-11 09:45:06,120 Data is: min: -0.0006746138096787035, max: 0.000680874683894217
2018-05-11 09:45:06,121 Grad is: min: -0.001192923285998404, max: 0.0013591203605756164
2018-05-11 09:45:06,121 Target is: min: 0, max: 0
2018-05-11 09:45:06,121 --------------------------------------
2018-05-11 09:45:06,121 --------------------------------------
2018-05-11 09:45:06,121 Name is: layer4.0.conv1.weight
2018-05-11 09:45:06,122 Data is: min: -0.2766836881637573, max: 0.2798820734024048
2018-05-11 09:45:06,122 Grad is: min: -0.004455841612070799, max: 0.004306376911699772
2018-05-11 09:45:06,122 Target is: min: 0, max: 0
2018-05-11 09:45:06,122 --------------------------------------
2018-05-11 09:45:06,122 --------------------------------------
2018-05-11 09:45:06,122 Name is: layer4.0.bn1.weight
2018-05-11 09:45:06,123 Data is: min: 0.9993252158164978, max: 1.0006812810897827
2018-05-11 09:45:06,123 Grad is: min: -0.0033936756663024426, max: 0.004775652661919594
2018-05-11 09:45:06,123 Target is: min: 0, max: 0
2018-05-11 09:45:06,123 --------------------------------------
2018-05-11 09:45:06,123 --------------------------------------
2018-05-11 09:45:06,123 Name is: layer4.0.bn1.bias
2018-05-11 09:45:06,123 Data is: min: -0.0006736018694937229, max: 0.0006850798381492496
2018-05-11 09:45:06,124 Grad is: min: -0.004656318575143814, max: 0.004078964237123728
2018-05-11 09:45:06,124 Target is: min: 0, max: 0
2018-05-11 09:45:06,124 --------------------------------------
2018-05-11 09:45:06,124 --------------------------------------
2018-05-11 09:45:06,124 Name is: layer4.0.conv2.weight
2018-05-11 09:45:06,125 Data is: min: -0.10456214845180511, max: 0.10676249116659164
2018-05-11 09:45:06,125 Grad is: min: -0.0070768119767308235, max: 0.008031397126615047
2018-05-11 09:45:06,125 Target is: min: 0, max: 0
2018-05-11 09:45:06,125 --------------------------------------
2018-05-11 09:45:06,125 --------------------------------------
2018-05-11 09:45:06,125 Name is: layer4.0.bn2.weight
2018-05-11 09:45:06,126 Data is: min: 0.9993172883987427, max: 1.0006780624389648
2018-05-11 09:45:06,126 Grad is: min: -0.004174858331680298, max: 0.003697752021253109
2018-05-11 09:45:06,126 Target is: min: 0, max: 0
2018-05-11 09:45:06,126 --------------------------------------
2018-05-11 09:45:06,126 --------------------------------------
2018-05-11 09:45:06,126 Name is: layer4.0.bn2.bias
2018-05-11 09:45:06,127 Data is: min: -0.000676859577652067, max: 0.0006923506734892726
2018-05-11 09:45:06,127 Grad is: min: -0.003402021015062928, max: 0.0036622611805796623
2018-05-11 09:45:06,127 Target is: min: 0, max: 0
2018-05-11 09:45:06,127 --------------------------------------
2018-05-11 09:45:06,127 --------------------------------------
2018-05-11 09:45:06,127 Name is: layer4.0.conv3.weight
2018-05-11 09:45:06,128 Data is: min: -0.15787141025066376, max: 0.1575724482536316
2018-05-11 09:45:06,128 Grad is: min: -0.0074579957872629166, max: 0.005710502155125141
2018-05-11 09:45:06,128 Target is: min: 0, max: 0
2018-05-11 09:45:06,128 --------------------------------------
2018-05-11 09:45:06,128 --------------------------------------
2018-05-11 09:45:06,129 Name is: layer4.0.bn3.weight
2018-05-11 09:45:06,129 Data is: min: 0.999297559261322, max: 1.0007041692733765
2018-05-11 09:45:06,129 Grad is: min: -0.007144734729081392, max: 0.00479657668620348
2018-05-11 09:45:06,129 Target is: min: 0, max: 0
2018-05-11 09:45:06,129 --------------------------------------
2018-05-11 09:45:06,129 --------------------------------------
2018-05-11 09:45:06,129 Name is: layer4.0.bn3.bias
2018-05-11 09:45:06,130 Data is: min: -0.0007028314284980297, max: 0.0007051625871099532
2018-05-11 09:45:06,130 Grad is: min: -0.009493783116340637, max: 0.008212358690798283
2018-05-11 09:45:06,130 Target is: min: 0, max: 0
2018-05-11 09:45:06,130 --------------------------------------
2018-05-11 09:45:06,130 --------------------------------------
2018-05-11 09:45:06,130 Name is: layer4.0.downsample.0.weight
2018-05-11 09:45:06,131 Data is: min: -0.15000489354133606, max: 0.17941921949386597
2018-05-11 09:45:06,131 Grad is: min: -0.005860777106136084, max: 0.006038258783519268
2018-05-11 09:45:06,131 Target is: min: 0, max: 0
2018-05-11 09:45:06,132 --------------------------------------
2018-05-11 09:45:06,132 --------------------------------------
2018-05-11 09:45:06,132 Name is: layer4.0.downsample.1.weight
2018-05-11 09:45:06,132 Data is: min: 0.9992952942848206, max: 1.000704288482666
2018-05-11 09:45:06,132 Grad is: min: -0.006385361775755882, max: 0.004797230940312147
2018-05-11 09:45:06,132 Target is: min: 0, max: 0
2018-05-11 09:45:06,132 --------------------------------------
2018-05-11 09:45:06,133 --------------------------------------
2018-05-11 09:45:06,133 Name is: layer4.0.downsample.1.bias
2018-05-11 09:45:06,133 Data is: min: -0.0007028314284980297, max: 0.0007051625871099532
2018-05-11 09:45:06,133 Grad is: min: -0.009493783116340637, max: 0.008212358690798283
2018-05-11 09:45:06,133 Target is: min: 0, max: 0
2018-05-11 09:45:06,133 --------------------------------------
2018-05-11 09:45:06,134 --------------------------------------
2018-05-11 09:45:06,134 Name is: layer4.1.conv1.weight
2018-05-11 09:45:06,134 Data is: min: -0.30673882365226746, max: 0.3030914068222046
2018-05-11 09:45:06,134 Grad is: min: -0.0027062436565756798, max: 0.002541485708206892
2018-05-11 09:45:06,135 Target is: min: 0, max: 0
2018-05-11 09:45:06,135 --------------------------------------
2018-05-11 09:45:06,135 --------------------------------------
2018-05-11 09:45:06,135 Name is: layer4.1.bn1.weight
2018-05-11 09:45:06,135 Data is: min: 0.9993121027946472, max: 1.0006614923477173
2018-05-11 09:45:06,135 Grad is: min: -0.004655500873923302, max: 0.004365009255707264
2018-05-11 09:45:06,135 Target is: min: 0, max: 0
2018-05-11 09:45:06,136 --------------------------------------
2018-05-11 09:45:06,136 --------------------------------------
2018-05-11 09:45:06,136 Name is: layer4.1.bn1.bias
2018-05-11 09:45:06,136 Data is: min: -0.0006761529366485775, max: 0.0006952665862627327
2018-05-11 09:45:06,136 Grad is: min: -0.0032278236467391253, max: 0.003184207249432802
2018-05-11 09:45:06,136 Target is: min: 0, max: 0
2018-05-11 09:45:06,137 --------------------------------------
2018-05-11 09:45:06,137 --------------------------------------
2018-05-11 09:45:06,137 Name is: layer4.1.conv2.weight
2018-05-11 09:45:06,137 Data is: min: -0.10281594097614288, max: 0.1101660504937172
2018-05-11 09:45:06,138 Grad is: min: -0.006655167788267136, max: 0.006593633908778429
2018-05-11 09:45:06,138 Target is: min: 0, max: 0
2018-05-11 09:45:06,138 --------------------------------------
2018-05-11 09:45:06,138 --------------------------------------
2018-05-11 09:45:06,138 Name is: layer4.1.bn2.weight
2018-05-11 09:45:06,138 Data is: min: 0.9993119835853577, max: 1.0006886720657349
2018-05-11 09:45:06,139 Grad is: min: -0.004320100881159306, max: 0.0037707870360463858
2018-05-11 09:45:06,139 Target is: min: 0, max: 0
2018-05-11 09:45:06,139 --------------------------------------
2018-05-11 09:45:06,139 --------------------------------------
2018-05-11 09:45:06,139 Name is: layer4.1.bn2.bias
2018-05-11 09:45:06,139 Data is: min: -0.0006846857140772045, max: 0.0006994697032496333
2018-05-11 09:45:06,139 Grad is: min: -0.003181933658197522, max: 0.0022887149825692177
2018-05-11 09:45:06,140 Target is: min: 0, max: 0
2018-05-11 09:45:06,140 --------------------------------------
2018-05-11 09:45:06,140 --------------------------------------
2018-05-11 09:45:06,140 Name is: layer4.1.conv3.weight
2018-05-11 09:45:06,140 Data is: min: -0.1531057506799698, max: 0.15430614352226257
2018-05-11 09:45:06,141 Grad is: min: -0.005933698266744614, max: 0.005867301486432552
2018-05-11 09:45:06,141 Target is: min: 0, max: 0
2018-05-11 09:45:06,141 --------------------------------------
2018-05-11 09:45:06,141 --------------------------------------
2018-05-11 09:45:06,141 Name is: layer4.1.bn3.weight
2018-05-11 09:45:06,141 Data is: min: 0.9992992281913757, max: 1.0007035732269287
2018-05-11 09:45:06,142 Grad is: min: -0.006887483410537243, max: 0.005576429422944784
2018-05-11 09:45:06,142 Target is: min: 0, max: 0
2018-05-11 09:45:06,142 --------------------------------------
2018-05-11 09:45:06,142 --------------------------------------
2018-05-11 09:45:06,142 Name is: layer4.1.bn3.bias
2018-05-11 09:45:06,142 Data is: min: -0.0007009609253145754, max: 0.0007048205588944256
2018-05-11 09:45:06,143 Grad is: min: -0.01203644648194313, max: 0.010908443480730057
2018-05-11 09:45:06,143 Target is: min: 0, max: 0
2018-05-11 09:45:06,143 --------------------------------------
2018-05-11 09:45:06,143 --------------------------------------
2018-05-11 09:45:06,143 Name is: layer4.2.conv1.weight
2018-05-11 09:45:06,143 Data is: min: -0.30466362833976746, max: 0.32073476910591125
2018-05-11 09:45:06,144 Grad is: min: -0.0021973312832415104, max: 0.0019406387582421303
2018-05-11 09:45:06,144 Target is: min: 0, max: 0
2018-05-11 09:45:06,144 --------------------------------------
2018-05-11 09:45:06,144 --------------------------------------
2018-05-11 09:45:06,144 Name is: layer4.2.bn1.weight
2018-05-11 09:45:06,144 Data is: min: 0.9993171095848083, max: 1.000692367553711
2018-05-11 09:45:06,145 Grad is: min: -0.0023186763282865286, max: 0.00267726625315845
2018-05-11 09:45:06,145 Target is: min: 0, max: 0
2018-05-11 09:45:06,145 --------------------------------------
2018-05-11 09:45:06,145 --------------------------------------
2018-05-11 09:45:06,145 Name is: layer4.2.bn1.bias
2018-05-11 09:45:06,145 Data is: min: -0.0006651238654740155, max: 0.0006811979692429304
2018-05-11 09:45:06,146 Grad is: min: -0.002474225591868162, max: 0.002297399565577507
2018-05-11 09:45:06,146 Target is: min: 0, max: 0
2018-05-11 09:45:06,146 --------------------------------------
2018-05-11 09:45:06,146 --------------------------------------
2018-05-11 09:45:06,146 Name is: layer4.2.conv2.weight
2018-05-11 09:45:06,147 Data is: min: -0.1077364981174469, max: 0.10275731980800629
2018-05-11 09:45:06,147 Grad is: min: -0.005780323408544064, max: 0.005971838254481554
2018-05-11 09:45:06,147 Target is: min: 0, max: 0
2018-05-11 09:45:06,147 --------------------------------------
2018-05-11 09:45:06,147 --------------------------------------
2018-05-11 09:45:06,147 Name is: layer4.2.bn2.weight
2018-05-11 09:45:06,148 Data is: min: 0.999311089515686, max: 1.0006859302520752
2018-05-11 09:45:06,148 Grad is: min: -0.0031633777543902397, max: 0.0027828023303300142
2018-05-11 09:45:06,148 Target is: min: 0, max: 0
2018-05-11 09:45:06,148 --------------------------------------
2018-05-11 09:45:06,148 --------------------------------------
2018-05-11 09:45:06,148 Name is: layer4.2.bn2.bias
2018-05-11 09:45:06,149 Data is: min: -0.0006922684260644019, max: 0.0006949524977244437
2018-05-11 09:45:06,149 Grad is: min: -0.002674054354429245, max: 0.0018024821765720844
2018-05-11 09:45:06,149 Target is: min: 0, max: 0
2018-05-11 09:45:06,149 --------------------------------------
2018-05-11 09:45:06,149 --------------------------------------
2018-05-11 09:45:06,149 Name is: layer4.2.conv3.weight
2018-05-11 09:45:06,150 Data is: min: -0.16203060746192932, max: 0.15555152297019958
2018-05-11 09:45:06,150 Grad is: min: -0.0045909699983894825, max: 0.004674302414059639
2018-05-11 09:45:06,150 Target is: min: 0, max: 0
2018-05-11 09:45:06,150 --------------------------------------
2018-05-11 09:45:06,150 --------------------------------------
2018-05-11 09:45:06,150 Name is: layer4.2.bn3.weight
2018-05-11 09:45:06,151 Data is: min: 0.9993003606796265, max: 1.0007051229476929
2018-05-11 09:45:06,151 Grad is: min: -0.006365350913256407, max: 0.004662275779992342
2018-05-11 09:45:06,151 Target is: min: 0, max: 0
2018-05-11 09:45:06,151 --------------------------------------
2018-05-11 09:45:06,151 --------------------------------------
2018-05-11 09:45:06,151 Name is: layer4.2.bn3.bias
2018-05-11 09:45:06,152 Data is: min: -0.0006999659817665815, max: 0.0007053232984617352
2018-05-11 09:45:06,152 Grad is: min: -0.014692990109324455, max: 0.013734622858464718
2018-05-11 09:45:06,152 Target is: min: 0, max: 0
2018-05-11 09:45:06,152 --------------------------------------
2018-05-11 09:45:06,152 --------------------------------------
2018-05-11 09:45:06,152 Name is: fc.weight
2018-05-11 09:45:06,153 Data is: min: -0.02279685251414776, max: 0.022784274071455002
2018-05-11 09:45:06,153 Grad is: min: -1.0386464595794678, max: 0.02143050916492939
2018-05-11 09:45:06,153 Target is: min: 0, max: 0
2018-05-11 09:45:06,153 --------------------------------------
2018-05-11 09:45:06,153 --------------------------------------
2018-05-11 09:45:06,153 Name is: fc.bias
2018-05-11 09:45:06,154 Data is: min: -0.022004270926117897, max: 0.0213315449655056
2018-05-11 09:45:06,154 Grad is: min: -0.7774125337600708, max: 0.01419875305145979
2018-05-11 09:45:06,154 Target is: min: 0, max: 0
2018-05-11 09:45:06,154 --------------------------------------
2018-05-11 09:45:06,154 -- RUNNING_LOSS: 1.5827735662460327
2018-05-11 09:45:06,154 -- ITERATION: 7
2018-05-11 09:45:06,240 --------------------------------------
2018-05-11 09:45:06,240 Name is: conv1.weight
2018-05-11 09:45:06,240 Data is: min: -0.10918226838111877, max: 0.09902958571910858
2018-05-11 09:45:06,241 Grad is: min: -6.355105876922607, max: 8.510518074035645
2018-05-11 09:45:06,241 Target is: min: 0, max: 0
2018-05-11 09:45:06,241 --------------------------------------
2018-05-11 09:45:06,241 --------------------------------------
2018-05-11 09:45:06,242 Name is: bn1.weight
2018-05-11 09:45:06,242 Data is: min: 0.9994556307792664, max: 1.0005216598510742
2018-05-11 09:45:06,242 Grad is: min: -0.5428792834281921, max: 0.5845251679420471
2018-05-11 09:45:06,243 Target is: min: 0, max: 0
2018-05-11 09:45:06,243 --------------------------------------
2018-05-11 09:45:06,243 --------------------------------------
2018-05-11 09:45:06,243 Name is: bn1.bias
2018-05-11 09:45:06,243 Data is: min: -0.0005533833173103631, max: 0.0005015074275434017
2018-05-11 09:45:06,244 Grad is: min: -0.30187344551086426, max: 0.2674475908279419
2018-05-11 09:45:06,244 Target is: min: 0, max: 0
2018-05-11 09:45:06,244 --------------------------------------
2018-05-11 09:45:06,244 --------------------------------------
2018-05-11 09:45:06,245 Name is: layer1.0.conv1.weight
2018-05-11 09:45:06,245 Data is: min: -0.6506184935569763, max: 0.5568608045578003
2018-05-11 09:45:06,245 Grad is: min: -0.5325430631637573, max: 0.6065529584884644
2018-05-11 09:45:06,246 Target is: min: 0, max: 0
2018-05-11 09:45:06,246 --------------------------------------
2018-05-11 09:45:06,246 --------------------------------------
2018-05-11 09:45:06,246 Name is: layer1.0.bn1.weight
2018-05-11 09:45:06,246 Data is: min: 0.9993552565574646, max: 1.0006108283996582
2018-05-11 09:45:06,247 Grad is: min: -0.36522242426872253, max: 0.5289223790168762
2018-05-11 09:45:06,247 Target is: min: 0, max: 0
2018-05-11 09:45:06,247 --------------------------------------
2018-05-11 09:45:06,247 --------------------------------------
2018-05-11 09:45:06,247 Name is: layer1.0.bn1.bias
2018-05-11 09:45:06,248 Data is: min: -0.0006425838219001889, max: 0.0005917762173339725
2018-05-11 09:45:06,248 Grad is: min: -0.2438194453716278, max: 0.3309005796909332
2018-05-11 09:45:06,248 Target is: min: 0, max: 0
2018-05-11 09:45:06,249 --------------------------------------
2018-05-11 09:45:06,249 --------------------------------------
2018-05-11 09:45:06,249 Name is: layer1.0.conv2.weight
2018-05-11 09:45:06,249 Data is: min: -0.23846523463726044, max: 0.2165391594171524
2018-05-11 09:45:06,250 Grad is: min: -0.4645698368549347, max: 0.4924416244029999
2018-05-11 09:45:06,250 Target is: min: 0, max: 0
2018-05-11 09:45:06,250 --------------------------------------
2018-05-11 09:45:06,250 --------------------------------------
2018-05-11 09:45:06,250 Name is: layer1.0.bn2.weight
2018-05-11 09:45:06,251 Data is: min: 0.9993470907211304, max: 1.0007412433624268
2018-05-11 09:45:06,251 Grad is: min: -0.26773661375045776, max: 0.1954532414674759
2018-05-11 09:45:06,251 Target is: min: 0, max: 0
2018-05-11 09:45:06,251 --------------------------------------
2018-05-11 09:45:06,251 --------------------------------------
2018-05-11 09:45:06,252 Name is: layer1.0.bn2.bias
2018-05-11 09:45:06,252 Data is: min: -0.0005983092705719173, max: 0.000641915132291615
2018-05-11 09:45:06,252 Grad is: min: -0.22879207134246826, max: 0.13676217198371887
2018-05-11 09:45:06,253 Target is: min: 0, max: 0
2018-05-11 09:45:06,253 --------------------------------------
2018-05-11 09:45:06,253 --------------------------------------
2018-05-11 09:45:06,253 Name is: layer1.0.conv3.weight
2018-05-11 09:45:06,253 Data is: min: -0.3405151963233948, max: 0.354421466588974
2018-05-11 09:45:06,254 Grad is: min: -0.3533731997013092, max: 0.3381415009498596
2018-05-11 09:45:06,254 Target is: min: 0, max: 0
2018-05-11 09:45:06,254 --------------------------------------
2018-05-11 09:45:06,254 --------------------------------------
2018-05-11 09:45:06,254 Name is: layer1.0.bn3.weight
2018-05-11 09:45:06,255 Data is: min: 0.9992860555648804, max: 1.0006606578826904
2018-05-11 09:45:06,255 Grad is: min: -0.12534338235855103, max: 0.1158146783709526
2018-05-11 09:45:06,255 Target is: min: 0, max: 0
2018-05-11 09:45:06,255 --------------------------------------
2018-05-11 09:45:06,256 --------------------------------------
2018-05-11 09:45:06,256 Name is: layer1.0.bn3.bias
2018-05-11 09:45:06,256 Data is: min: -0.0007190218893811107, max: 0.0006196271278895438
2018-05-11 09:45:06,256 Grad is: min: -0.11919327825307846, max: 0.09037892520427704
2018-05-11 09:45:06,257 Target is: min: 0, max: 0
2018-05-11 09:45:06,257 --------------------------------------
2018-05-11 09:45:06,257 --------------------------------------
2018-05-11 09:45:06,257 Name is: layer1.0.downsample.0.weight
2018-05-11 09:45:06,257 Data is: min: -0.3623140752315521, max: 0.3522523045539856
2018-05-11 09:45:06,258 Grad is: min: -0.4149019122123718, max: 0.47988834977149963
2018-05-11 09:45:06,258 Target is: min: 0, max: 0
2018-05-11 09:45:06,258 --------------------------------------
2018-05-11 09:45:06,258 --------------------------------------
2018-05-11 09:45:06,258 Name is: layer1.0.downsample.1.weight
2018-05-11 09:45:06,259 Data is: min: 0.9993258714675903, max: 1.0007119178771973
2018-05-11 09:45:06,259 Grad is: min: -0.13814902305603027, max: 0.1417388617992401
2018-05-11 09:45:06,259 Target is: min: 0, max: 0
2018-05-11 09:45:06,260 --------------------------------------
2018-05-11 09:45:06,260 --------------------------------------
2018-05-11 09:45:06,260 Name is: layer1.0.downsample.1.bias
2018-05-11 09:45:06,260 Data is: min: -0.0007190218893811107, max: 0.0006196271278895438
2018-05-11 09:45:06,261 Grad is: min: -0.11919327825307846, max: 0.09037892520427704
2018-05-11 09:45:06,261 Target is: min: 0, max: 0
2018-05-11 09:45:06,261 --------------------------------------
2018-05-11 09:45:06,261 --------------------------------------
2018-05-11 09:45:06,261 Name is: layer1.1.conv1.weight
2018-05-11 09:45:06,261 Data is: min: -0.7395665645599365, max: 0.6869215369224548
2018-05-11 09:45:06,262 Grad is: min: -0.18229691684246063, max: 0.23221474885940552
2018-05-11 09:45:06,262 Target is: min: 0, max: 0
2018-05-11 09:45:06,262 --------------------------------------
2018-05-11 09:45:06,262 --------------------------------------
2018-05-11 09:45:06,262 Name is: layer1.1.bn1.weight
2018-05-11 09:45:06,263 Data is: min: 0.9993314146995544, max: 1.0006513595581055
2018-05-11 09:45:06,263 Grad is: min: -0.17159929871559143, max: 0.17753006517887115
2018-05-11 09:45:06,263 Target is: min: 0, max: 0
2018-05-11 09:45:06,263 --------------------------------------
2018-05-11 09:45:06,264 --------------------------------------
2018-05-11 09:45:06,264 Name is: layer1.1.bn1.bias
2018-05-11 09:45:06,264 Data is: min: -0.000678001728374511, max: 0.000631716859061271
2018-05-11 09:45:06,264 Grad is: min: -0.17325834929943085, max: 0.18906770646572113
2018-05-11 09:45:06,265 Target is: min: 0, max: 0
2018-05-11 09:45:06,265 --------------------------------------
2018-05-11 09:45:06,265 --------------------------------------
2018-05-11 09:45:06,265 Name is: layer1.1.conv2.weight
2018-05-11 09:45:06,265 Data is: min: -0.260295569896698, max: 0.22578777372837067
2018-05-11 09:45:06,266 Grad is: min: -0.28461894392967224, max: 0.21942320466041565
2018-05-11 09:45:06,266 Target is: min: 0, max: 0
2018-05-11 09:45:06,266 --------------------------------------
2018-05-11 09:45:06,266 --------------------------------------
2018-05-11 09:45:06,266 Name is: layer1.1.bn2.weight
2018-05-11 09:45:06,267 Data is: min: 0.9993091821670532, max: 1.000630259513855
2018-05-11 09:45:06,267 Grad is: min: -0.14554958045482635, max: 0.11787232756614685
2018-05-11 09:45:06,267 Target is: min: 0, max: 0
2018-05-11 09:45:06,267 --------------------------------------
2018-05-11 09:45:06,267 --------------------------------------
2018-05-11 09:45:06,268 Name is: layer1.1.bn2.bias
2018-05-11 09:45:06,268 Data is: min: -0.000614373420830816, max: 0.0006586525705642998
2018-05-11 09:45:06,268 Grad is: min: -0.09242769330739975, max: 0.12004652619361877
2018-05-11 09:45:06,268 Target is: min: 0, max: 0
2018-05-11 09:45:06,269 --------------------------------------
2018-05-11 09:45:06,269 --------------------------------------
2018-05-11 09:45:06,269 Name is: layer1.1.conv3.weight
2018-05-11 09:45:06,269 Data is: min: -0.37147256731987, max: 0.3655616044998169
2018-05-11 09:45:06,270 Grad is: min: -0.18658915162086487, max: 0.20752952992916107
2018-05-11 09:45:06,270 Target is: min: 0, max: 0
2018-05-11 09:45:06,270 --------------------------------------
2018-05-11 09:45:06,270 --------------------------------------
2018-05-11 09:45:06,270 Name is: layer1.1.bn3.weight
2018-05-11 09:45:06,271 Data is: min: 0.9992707371711731, max: 1.000727891921997
2018-05-11 09:45:06,271 Grad is: min: -0.06599286943674088, max: 0.06634088605642319
2018-05-11 09:45:06,271 Target is: min: 0, max: 0
2018-05-11 09:45:06,271 --------------------------------------
2018-05-11 09:45:06,271 --------------------------------------
2018-05-11 09:45:06,271 Name is: layer1.1.bn3.bias
2018-05-11 09:45:06,272 Data is: min: -0.0007459046319127083, max: 0.0006906443741172552
2018-05-11 09:45:06,272 Grad is: min: -0.0502297468483448, max: 0.04522690922021866
2018-05-11 09:45:06,272 Target is: min: 0, max: 0
2018-05-11 09:45:06,272 --------------------------------------
2018-05-11 09:45:06,273 --------------------------------------
2018-05-11 09:45:06,273 Name is: layer1.2.conv1.weight
2018-05-11 09:45:06,273 Data is: min: -0.7299163341522217, max: 0.7824438214302063
2018-05-11 09:45:06,273 Grad is: min: -0.09829407185316086, max: 0.10242074728012085
2018-05-11 09:45:06,274 Target is: min: 0, max: 0
2018-05-11 09:45:06,274 --------------------------------------
2018-05-11 09:45:06,274 --------------------------------------
2018-05-11 09:45:06,274 Name is: layer1.2.bn1.weight
2018-05-11 09:45:06,274 Data is: min: 0.9992560148239136, max: 1.0006113052368164
2018-05-11 09:45:06,275 Grad is: min: -0.1372898668050766, max: 0.12116341292858124
2018-05-11 09:45:06,275 Target is: min: 0, max: 0
2018-05-11 09:45:06,275 --------------------------------------
2018-05-11 09:45:06,275 --------------------------------------
2018-05-11 09:45:06,275 Name is: layer1.2.bn1.bias
2018-05-11 09:45:06,275 Data is: min: -0.0005656690336763859, max: 0.0006588530959561467
2018-05-11 09:45:06,276 Grad is: min: -0.09038011729717255, max: 0.08317697048187256
2018-05-11 09:45:06,276 Target is: min: 0, max: 0
2018-05-11 09:45:06,276 --------------------------------------
2018-05-11 09:45:06,276 --------------------------------------
2018-05-11 09:45:06,276 Name is: layer1.2.conv2.weight
2018-05-11 09:45:06,277 Data is: min: -0.24023021757602692, max: 0.22537261247634888
2018-05-11 09:45:06,277 Grad is: min: -0.15357843041419983, max: 0.14989073574543
2018-05-11 09:45:06,277 Target is: min: 0, max: 0
2018-05-11 09:45:06,277 --------------------------------------
2018-05-11 09:45:06,277 --------------------------------------
2018-05-11 09:45:06,278 Name is: layer1.2.bn2.weight
2018-05-11 09:45:06,278 Data is: min: 0.9993714690208435, max: 1.000651478767395
2018-05-11 09:45:06,278 Grad is: min: -0.0981225073337555, max: 0.10128915309906006
2018-05-11 09:45:06,278 Target is: min: 0, max: 0
2018-05-11 09:45:06,278 --------------------------------------
2018-05-11 09:45:06,279 --------------------------------------
2018-05-11 09:45:06,279 Name is: layer1.2.bn2.bias
2018-05-11 09:45:06,279 Data is: min: -0.0005618681316263974, max: 0.0005915341316722333
2018-05-11 09:45:06,279 Grad is: min: -0.0684070885181427, max: 0.08447819948196411
2018-05-11 09:45:06,280 Target is: min: 0, max: 0
2018-05-11 09:45:06,280 --------------------------------------
2018-05-11 09:45:06,280 --------------------------------------
2018-05-11 09:45:06,280 Name is: layer1.2.conv3.weight
2018-05-11 09:45:06,280 Data is: min: -0.3462785482406616, max: 0.3581237494945526
2018-05-11 09:45:06,281 Grad is: min: -0.129464790225029, max: 0.12772448360919952
2018-05-11 09:45:06,281 Target is: min: 0, max: 0
2018-05-11 09:45:06,281 --------------------------------------
2018-05-11 09:45:06,281 --------------------------------------
2018-05-11 09:45:06,281 Name is: layer1.2.bn3.weight
2018-05-11 09:45:06,282 Data is: min: 0.9993111491203308, max: 1.000653624534607
2018-05-11 09:45:06,282 Grad is: min: -0.05408607795834541, max: 0.03950497880578041
2018-05-11 09:45:06,282 Target is: min: 0, max: 0
2018-05-11 09:45:06,282 --------------------------------------
2018-05-11 09:45:06,282 --------------------------------------
2018-05-11 09:45:06,282 Name is: layer1.2.bn3.bias
2018-05-11 09:45:06,283 Data is: min: -0.0007341786404140294, max: 0.0006685855914838612
2018-05-11 09:45:06,283 Grad is: min: -0.0390065535902977, max: 0.038658201694488525
2018-05-11 09:45:06,283 Target is: min: 0, max: 0
2018-05-11 09:45:06,283 --------------------------------------
2018-05-11 09:45:06,283 --------------------------------------
2018-05-11 09:45:06,284 Name is: layer2.0.conv1.weight
2018-05-11 09:45:06,284 Data is: min: -0.48889613151550293, max: 0.5267330408096313
2018-05-11 09:45:06,284 Grad is: min: -0.08448265492916107, max: 0.08517587929964066
2018-05-11 09:45:06,284 Target is: min: 0, max: 0
2018-05-11 09:45:06,285 --------------------------------------
2018-05-11 09:45:06,285 --------------------------------------
2018-05-11 09:45:06,285 Name is: layer2.0.bn1.weight
2018-05-11 09:45:06,285 Data is: min: 0.9992800354957581, max: 1.0007634162902832
2018-05-11 09:45:06,285 Grad is: min: -0.07368519902229309, max: 0.08036477118730545
2018-05-11 09:45:06,286 Target is: min: 0, max: 0
2018-05-11 09:45:06,286 --------------------------------------
2018-05-11 09:45:06,286 --------------------------------------
2018-05-11 09:45:06,286 Name is: layer2.0.bn1.bias
2018-05-11 09:45:06,286 Data is: min: -0.0006528120720759034, max: 0.0006040702573955059
2018-05-11 09:45:06,287 Grad is: min: -0.05258430168032646, max: 0.06098439544439316
2018-05-11 09:45:06,287 Target is: min: 0, max: 0
2018-05-11 09:45:06,287 --------------------------------------
2018-05-11 09:45:06,287 --------------------------------------
2018-05-11 09:45:06,287 Name is: layer2.0.conv2.weight
2018-05-11 09:45:06,287 Data is: min: -0.1866530179977417, max: 0.17124903202056885
2018-05-11 09:45:06,288 Grad is: min: -0.0889604389667511, max: 0.1018286794424057
2018-05-11 09:45:06,288 Target is: min: 0, max: 0
2018-05-11 09:45:06,288 --------------------------------------
2018-05-11 09:45:06,288 --------------------------------------
2018-05-11 09:45:06,288 Name is: layer2.0.bn2.weight
2018-05-11 09:45:06,289 Data is: min: 0.9992550015449524, max: 1.000720739364624
2018-05-11 09:45:06,289 Grad is: min: -0.06225322186946869, max: 0.07270737737417221
2018-05-11 09:45:06,289 Target is: min: 0, max: 0
2018-05-11 09:45:06,289 --------------------------------------
2018-05-11 09:45:06,289 --------------------------------------
2018-05-11 09:45:06,289 Name is: layer2.0.bn2.bias
2018-05-11 09:45:06,290 Data is: min: -0.0007355758571065962, max: 0.0006408616900444031
2018-05-11 09:45:06,290 Grad is: min: -0.06076663359999657, max: 0.04607105627655983
2018-05-11 09:45:06,290 Target is: min: 0, max: 0
2018-05-11 09:45:06,290 --------------------------------------
2018-05-11 09:45:06,290 --------------------------------------
2018-05-11 09:45:06,291 Name is: layer2.0.conv3.weight
2018-05-11 09:45:06,291 Data is: min: -0.26726388931274414, max: 0.24751219153404236
2018-05-11 09:45:06,291 Grad is: min: -0.07652650773525238, max: 0.07324618846178055
2018-05-11 09:45:06,291 Target is: min: 0, max: 0
2018-05-11 09:45:06,292 --------------------------------------
2018-05-11 09:45:06,292 --------------------------------------
2018-05-11 09:45:06,292 Name is: layer2.0.bn3.weight
2018-05-11 09:45:06,292 Data is: min: 0.9992251396179199, max: 1.0007401704788208
2018-05-11 09:45:06,292 Grad is: min: -0.031219683587551117, max: 0.03446029871702194
2018-05-11 09:45:06,293 Target is: min: 0, max: 0
2018-05-11 09:45:06,293 --------------------------------------
2018-05-11 09:45:06,293 --------------------------------------
2018-05-11 09:45:06,293 Name is: layer2.0.bn3.bias
2018-05-11 09:45:06,293 Data is: min: -0.0007604017155244946, max: 0.000725031248293817
2018-05-11 09:45:06,294 Grad is: min: -0.027848968282341957, max: 0.029609106481075287
2018-05-11 09:45:06,294 Target is: min: 0, max: 0
2018-05-11 09:45:06,294 --------------------------------------
2018-05-11 09:45:06,294 --------------------------------------
2018-05-11 09:45:06,294 Name is: layer2.0.downsample.0.weight
2018-05-11 09:45:06,294 Data is: min: -0.2566704750061035, max: 0.2982587516307831
2018-05-11 09:45:06,295 Grad is: min: -0.0693792775273323, max: 0.07898470759391785
2018-05-11 09:45:06,295 Target is: min: 0, max: 0
2018-05-11 09:45:06,295 --------------------------------------
2018-05-11 09:45:06,295 --------------------------------------
2018-05-11 09:45:06,295 Name is: layer2.0.downsample.1.weight
2018-05-11 09:45:06,296 Data is: min: 0.9992946982383728, max: 1.0007297992706299
2018-05-11 09:45:06,296 Grad is: min: -0.0314817875623703, max: 0.031140077859163284
2018-05-11 09:45:06,296 Target is: min: 0, max: 0
2018-05-11 09:45:06,296 --------------------------------------
2018-05-11 09:45:06,296 --------------------------------------
2018-05-11 09:45:06,296 Name is: layer2.0.downsample.1.bias
2018-05-11 09:45:06,297 Data is: min: -0.0007604017155244946, max: 0.000725031248293817
2018-05-11 09:45:06,297 Grad is: min: -0.027848968282341957, max: 0.029609106481075287
2018-05-11 09:45:06,297 Target is: min: 0, max: 0
2018-05-11 09:45:06,297 --------------------------------------
2018-05-11 09:45:06,297 --------------------------------------
2018-05-11 09:45:06,298 Name is: layer2.1.conv1.weight
2018-05-11 09:45:06,298 Data is: min: -0.5158222913742065, max: 0.5576651692390442
2018-05-11 09:45:06,298 Grad is: min: -0.0407087504863739, max: 0.04744128882884979
2018-05-11 09:45:06,298 Target is: min: 0, max: 0
2018-05-11 09:45:06,298 --------------------------------------
2018-05-11 09:45:06,299 --------------------------------------
2018-05-11 09:45:06,299 Name is: layer2.1.bn1.weight
2018-05-11 09:45:06,299 Data is: min: 0.9993916153907776, max: 1.0006513595581055
2018-05-11 09:45:06,299 Grad is: min: -0.05186085030436516, max: 0.043584536761045456
2018-05-11 09:45:06,300 Target is: min: 0, max: 0
2018-05-11 09:45:06,300 --------------------------------------
2018-05-11 09:45:06,300 --------------------------------------
2018-05-11 09:45:06,300 Name is: layer2.1.bn1.bias
2018-05-11 09:45:06,300 Data is: min: -0.0007089257123880088, max: 0.0005599986179731786
2018-05-11 09:45:06,300 Grad is: min: -0.03698122501373291, max: 0.04269776865839958
2018-05-11 09:45:06,301 Target is: min: 0, max: 0
2018-05-11 09:45:06,301 --------------------------------------
2018-05-11 09:45:06,301 --------------------------------------
2018-05-11 09:45:06,301 Name is: layer2.1.conv2.weight
2018-05-11 09:45:06,301 Data is: min: -0.19644969701766968, max: 0.17452938854694366
2018-05-11 09:45:06,302 Grad is: min: -0.06549403816461563, max: 0.07166972011327744
2018-05-11 09:45:06,302 Target is: min: 0, max: 0
2018-05-11 09:45:06,302 --------------------------------------
2018-05-11 09:45:06,302 --------------------------------------
2018-05-11 09:45:06,302 Name is: layer2.1.bn2.weight
2018-05-11 09:45:06,302 Data is: min: 0.9993622303009033, max: 1.0006612539291382
2018-05-11 09:45:06,303 Grad is: min: -0.04528455808758736, max: 0.03156375512480736
2018-05-11 09:45:06,303 Target is: min: 0, max: 0
2018-05-11 09:45:06,303 --------------------------------------
2018-05-11 09:45:06,303 --------------------------------------
2018-05-11 09:45:06,303 Name is: layer2.1.bn2.bias
2018-05-11 09:45:06,303 Data is: min: -0.0005883025587536395, max: 0.0006892521632835269
2018-05-11 09:45:06,304 Grad is: min: -0.035576749593019485, max: 0.03079509548842907
2018-05-11 09:45:06,304 Target is: min: 0, max: 0
2018-05-11 09:45:06,304 --------------------------------------
2018-05-11 09:45:06,304 --------------------------------------
2018-05-11 09:45:06,304 Name is: layer2.1.conv3.weight
2018-05-11 09:45:06,305 Data is: min: -0.24480868875980377, max: 0.24153287708759308
2018-05-11 09:45:06,305 Grad is: min: -0.055621348321437836, max: 0.06581677496433258
2018-05-11 09:45:06,305 Target is: min: 0, max: 0
2018-05-11 09:45:06,305 --------------------------------------
2018-05-11 09:45:06,305 --------------------------------------
2018-05-11 09:45:06,305 Name is: layer2.1.bn3.weight
2018-05-11 09:45:06,306 Data is: min: 0.9993067383766174, max: 1.0007483959197998
2018-05-11 09:45:06,306 Grad is: min: -0.025247160345315933, max: 0.019433140754699707
2018-05-11 09:45:06,306 Target is: min: 0, max: 0
2018-05-11 09:45:06,306 --------------------------------------
2018-05-11 09:45:06,306 --------------------------------------
2018-05-11 09:45:06,307 Name is: layer2.1.bn3.bias
2018-05-11 09:45:06,307 Data is: min: -0.0007099155918695033, max: 0.0007377711590379477
2018-05-11 09:45:06,307 Grad is: min: -0.0167696513235569, max: 0.018367767333984375
2018-05-11 09:45:06,307 Target is: min: 0, max: 0
2018-05-11 09:45:06,307 --------------------------------------
2018-05-11 09:45:06,308 --------------------------------------
2018-05-11 09:45:06,308 Name is: layer2.2.conv1.weight
2018-05-11 09:45:06,308 Data is: min: -0.5269052386283875, max: 0.4939005374908447
2018-05-11 09:45:06,308 Grad is: min: -0.03316624090075493, max: 0.023906458169221878
2018-05-11 09:45:06,308 Target is: min: 0, max: 0
2018-05-11 09:45:06,309 --------------------------------------
2018-05-11 09:45:06,309 --------------------------------------
2018-05-11 09:45:06,309 Name is: layer2.2.bn1.weight
2018-05-11 09:45:06,309 Data is: min: 0.9993430376052856, max: 1.000701904296875
2018-05-11 09:45:06,309 Grad is: min: -0.04301922395825386, max: 0.02647739090025425
2018-05-11 09:45:06,310 Target is: min: 0, max: 0
2018-05-11 09:45:06,310 --------------------------------------
2018-05-11 09:45:06,310 --------------------------------------
2018-05-11 09:45:06,310 Name is: layer2.2.bn1.bias
2018-05-11 09:45:06,310 Data is: min: -0.0006350764306262136, max: 0.0007009698310866952
2018-05-11 09:45:06,310 Grad is: min: -0.03203490376472473, max: 0.03451431915163994
2018-05-11 09:45:06,311 Target is: min: 0, max: 0
2018-05-11 09:45:06,311 --------------------------------------
2018-05-11 09:45:06,311 --------------------------------------
2018-05-11 09:45:06,311 Name is: layer2.2.conv2.weight
2018-05-11 09:45:06,311 Data is: min: -0.17429593205451965, max: 0.18185006082057953
2018-05-11 09:45:06,312 Grad is: min: -0.043016333132982254, max: 0.04303492233157158
2018-05-11 09:45:06,312 Target is: min: 0, max: 0
2018-05-11 09:45:06,312 --------------------------------------
2018-05-11 09:45:06,312 --------------------------------------
2018-05-11 09:45:06,312 Name is: layer2.2.bn2.weight
2018-05-11 09:45:06,312 Data is: min: 0.9992701411247253, max: 1.0006568431854248
2018-05-11 09:45:06,313 Grad is: min: -0.027610763907432556, max: 0.031748078763484955
2018-05-11 09:45:06,313 Target is: min: 0, max: 0
2018-05-11 09:45:06,313 --------------------------------------
2018-05-11 09:45:06,313 --------------------------------------
2018-05-11 09:45:06,313 Name is: layer2.2.bn2.bias
2018-05-11 09:45:06,313 Data is: min: -0.0006839511916041374, max: 0.0006952310795895755
2018-05-11 09:45:06,314 Grad is: min: -0.021724099293351173, max: 0.02808373048901558
2018-05-11 09:45:06,314 Target is: min: 0, max: 0
2018-05-11 09:45:06,314 --------------------------------------
2018-05-11 09:45:06,314 --------------------------------------
2018-05-11 09:45:06,314 Name is: layer2.2.conv3.weight
2018-05-11 09:45:06,314 Data is: min: -0.2632210850715637, max: 0.28200703859329224
2018-05-11 09:45:06,315 Grad is: min: -0.03702835366129875, max: 0.04092801734805107
2018-05-11 09:45:06,315 Target is: min: 0, max: 0
2018-05-11 09:45:06,315 --------------------------------------
2018-05-11 09:45:06,315 --------------------------------------
2018-05-11 09:45:06,315 Name is: layer2.2.bn3.weight
2018-05-11 09:45:06,316 Data is: min: 0.999311089515686, max: 1.0006808042526245
2018-05-11 09:45:06,316 Grad is: min: -0.013853560201823711, max: 0.01820445992052555
2018-05-11 09:45:06,316 Target is: min: 0, max: 0
2018-05-11 09:45:06,316 --------------------------------------
2018-05-11 09:45:06,316 --------------------------------------
2018-05-11 09:45:06,316 Name is: layer2.2.bn3.bias
2018-05-11 09:45:06,317 Data is: min: -0.0007676067762076855, max: 0.0007923552766442299
2018-05-11 09:45:06,317 Grad is: min: -0.009986234828829765, max: 0.010125401429831982
2018-05-11 09:45:06,317 Target is: min: 0, max: 0
2018-05-11 09:45:06,317 --------------------------------------
2018-05-11 09:45:06,317 --------------------------------------
2018-05-11 09:45:06,317 Name is: layer2.3.conv1.weight
2018-05-11 09:45:06,318 Data is: min: -0.5493775606155396, max: 0.5497443079948425
2018-05-11 09:45:06,318 Grad is: min: -0.020150214433670044, max: 0.018536005169153214
2018-05-11 09:45:06,318 Target is: min: 0, max: 0
2018-05-11 09:45:06,318 --------------------------------------
2018-05-11 09:45:06,318 --------------------------------------
2018-05-11 09:45:06,318 Name is: layer2.3.bn1.weight
2018-05-11 09:45:06,319 Data is: min: 0.9993427395820618, max: 1.0006572008132935
2018-05-11 09:45:06,319 Grad is: min: -0.022699175402522087, max: 0.02716941386461258
2018-05-11 09:45:06,319 Target is: min: 0, max: 0
2018-05-11 09:45:06,319 --------------------------------------
2018-05-11 09:45:06,319 --------------------------------------
2018-05-11 09:45:06,319 Name is: layer2.3.bn1.bias
2018-05-11 09:45:06,320 Data is: min: -0.0006821044371463358, max: 0.000707270170096308
2018-05-11 09:45:06,320 Grad is: min: -0.01957668922841549, max: 0.018278002738952637
2018-05-11 09:45:06,320 Target is: min: 0, max: 0
2018-05-11 09:45:06,320 --------------------------------------
2018-05-11 09:45:06,320 --------------------------------------
2018-05-11 09:45:06,320 Name is: layer2.3.conv2.weight
2018-05-11 09:45:06,321 Data is: min: -0.1880958080291748, max: 0.17821966111660004
2018-05-11 09:45:06,321 Grad is: min: -0.03465541824698448, max: 0.04121587425470352
2018-05-11 09:45:06,321 Target is: min: 0, max: 0
2018-05-11 09:45:06,321 --------------------------------------
2018-05-11 09:45:06,321 --------------------------------------
2018-05-11 09:45:06,322 Name is: layer2.3.bn2.weight
2018-05-11 09:45:06,322 Data is: min: 0.9993152618408203, max: 1.0006892681121826
2018-05-11 09:45:06,322 Grad is: min: -0.026534264907240868, max: 0.021410426124930382
2018-05-11 09:45:06,322 Target is: min: 0, max: 0
2018-05-11 09:45:06,322 --------------------------------------
2018-05-11 09:45:06,322 --------------------------------------
2018-05-11 09:45:06,322 Name is: layer2.3.bn2.bias
2018-05-11 09:45:06,323 Data is: min: -0.0007146636489778757, max: 0.0007122547831386328
2018-05-11 09:45:06,323 Grad is: min: -0.01936085894703865, max: 0.01747875288128853
2018-05-11 09:45:06,323 Target is: min: 0, max: 0
2018-05-11 09:45:06,323 --------------------------------------
2018-05-11 09:45:06,323 --------------------------------------
2018-05-11 09:45:06,324 Name is: layer2.3.conv3.weight
2018-05-11 09:45:06,324 Data is: min: -0.30426985025405884, max: 0.2732049226760864
2018-05-11 09:45:06,324 Grad is: min: -0.030724231153726578, max: 0.026100846007466316
2018-05-11 09:45:06,324 Target is: min: 0, max: 0
2018-05-11 09:45:06,324 --------------------------------------
2018-05-11 09:45:06,324 --------------------------------------
2018-05-11 09:45:06,325 Name is: layer2.3.bn3.weight
2018-05-11 09:45:06,325 Data is: min: 0.9992434978485107, max: 1.00071382522583
2018-05-11 09:45:06,325 Grad is: min: -0.009693228639662266, max: 0.012464717961847782
2018-05-11 09:45:06,325 Target is: min: 0, max: 0
2018-05-11 09:45:06,325 --------------------------------------
2018-05-11 09:45:06,325 --------------------------------------
2018-05-11 09:45:06,326 Name is: layer2.3.bn3.bias
2018-05-11 09:45:06,326 Data is: min: -0.0007001233752816916, max: 0.0007439432083629072
2018-05-11 09:45:06,326 Grad is: min: -0.0071407766081392765, max: 0.006357509642839432
2018-05-11 09:45:06,326 Target is: min: 0, max: 0
2018-05-11 09:45:06,326 --------------------------------------
2018-05-11 09:45:06,326 --------------------------------------
2018-05-11 09:45:06,327 Name is: layer3.0.conv1.weight
2018-05-11 09:45:06,327 Data is: min: -0.4043106138706207, max: 0.3638029098510742
2018-05-11 09:45:06,327 Grad is: min: -0.017921052873134613, max: 0.017941873520612717
2018-05-11 09:45:06,327 Target is: min: 0, max: 0
2018-05-11 09:45:06,327 --------------------------------------
2018-05-11 09:45:06,327 --------------------------------------
2018-05-11 09:45:06,328 Name is: layer3.0.bn1.weight
2018-05-11 09:45:06,328 Data is: min: 0.9993057250976562, max: 1.0007438659667969
2018-05-11 09:45:06,328 Grad is: min: -0.01616685651242733, max: 0.014240959659218788
2018-05-11 09:45:06,328 Target is: min: 0, max: 0
2018-05-11 09:45:06,328 --------------------------------------
2018-05-11 09:45:06,328 --------------------------------------
2018-05-11 09:45:06,329 Name is: layer3.0.bn1.bias
2018-05-11 09:45:06,329 Data is: min: -0.0007114922627806664, max: 0.0006600877968594432
2018-05-11 09:45:06,329 Grad is: min: -0.01760277710855007, max: 0.013070972636342049
2018-05-11 09:45:06,329 Target is: min: 0, max: 0
2018-05-11 09:45:06,329 --------------------------------------
2018-05-11 09:45:06,329 --------------------------------------
2018-05-11 09:45:06,330 Name is: layer3.0.conv2.weight
2018-05-11 09:45:06,330 Data is: min: -0.1388598084449768, max: 0.1380387246608734
2018-05-11 09:45:06,330 Grad is: min: -0.0233404990285635, max: 0.022776268422603607
2018-05-11 09:45:06,330 Target is: min: 0, max: 0
2018-05-11 09:45:06,330 --------------------------------------
2018-05-11 09:45:06,331 --------------------------------------
2018-05-11 09:45:06,331 Name is: layer3.0.bn2.weight
2018-05-11 09:45:06,331 Data is: min: 0.9993324279785156, max: 1.0006906986236572
2018-05-11 09:45:06,331 Grad is: min: -0.018961245194077492, max: 0.02016795240342617
2018-05-11 09:45:06,331 Target is: min: 0, max: 0
2018-05-11 09:45:06,331 --------------------------------------
2018-05-11 09:45:06,332 --------------------------------------
2018-05-11 09:45:06,332 Name is: layer3.0.bn2.bias
2018-05-11 09:45:06,332 Data is: min: -0.0007096033077687025, max: 0.0007455383893102407
2018-05-11 09:45:06,332 Grad is: min: -0.01376379281282425, max: 0.011084144935011864
2018-05-11 09:45:06,332 Target is: min: 0, max: 0
2018-05-11 09:45:06,332 --------------------------------------
2018-05-11 09:45:06,333 --------------------------------------
2018-05-11 09:45:06,333 Name is: layer3.0.conv3.weight
2018-05-11 09:45:06,333 Data is: min: -0.1929159164428711, max: 0.20159310102462769
2018-05-11 09:45:06,333 Grad is: min: -0.019658172503113747, max: 0.017964588478207588
2018-05-11 09:45:06,333 Target is: min: 0, max: 0
2018-05-11 09:45:06,333 --------------------------------------
2018-05-11 09:45:06,334 --------------------------------------
2018-05-11 09:45:06,334 Name is: layer3.0.bn3.weight
2018-05-11 09:45:06,334 Data is: min: 0.9992818236351013, max: 1.0007519721984863
2018-05-11 09:45:06,334 Grad is: min: -0.009389122016727924, max: 0.006962813902646303
2018-05-11 09:45:06,334 Target is: min: 0, max: 0
2018-05-11 09:45:06,334 --------------------------------------
2018-05-11 09:45:06,334 --------------------------------------
2018-05-11 09:45:06,335 Name is: layer3.0.bn3.bias
2018-05-11 09:45:06,335 Data is: min: -0.0007095005130395293, max: 0.0007811608957126737
2018-05-11 09:45:06,335 Grad is: min: -0.006241781637072563, max: 0.006546545773744583
2018-05-11 09:45:06,335 Target is: min: 0, max: 0
2018-05-11 09:45:06,335 --------------------------------------
2018-05-11 09:45:06,335 --------------------------------------
2018-05-11 09:45:06,336 Name is: layer3.0.downsample.0.weight
2018-05-11 09:45:06,336 Data is: min: -0.2035309374332428, max: 0.19722191989421844
2018-05-11 09:45:06,336 Grad is: min: -0.013775447383522987, max: 0.01511586457490921
2018-05-11 09:45:06,336 Target is: min: 0, max: 0
2018-05-11 09:45:06,336 --------------------------------------
2018-05-11 09:45:06,337 --------------------------------------
2018-05-11 09:45:06,337 Name is: layer3.0.downsample.1.weight
2018-05-11 09:45:06,337 Data is: min: 0.9992666840553284, max: 1.0007374286651611
2018-05-11 09:45:06,337 Grad is: min: -0.009410075843334198, max: 0.007628259714692831
2018-05-11 09:45:06,337 Target is: min: 0, max: 0
2018-05-11 09:45:06,337 --------------------------------------
2018-05-11 09:45:06,337 --------------------------------------
2018-05-11 09:45:06,338 Name is: layer3.0.downsample.1.bias
2018-05-11 09:45:06,338 Data is: min: -0.0007095005130395293, max: 0.0007811608957126737
2018-05-11 09:45:06,338 Grad is: min: -0.006241781637072563, max: 0.006546545773744583
2018-05-11 09:45:06,338 Target is: min: 0, max: 0
2018-05-11 09:45:06,338 --------------------------------------
2018-05-11 09:45:06,338 --------------------------------------
2018-05-11 09:45:06,339 Name is: layer3.1.conv1.weight
2018-05-11 09:45:06,339 Data is: min: -0.4531060457229614, max: 0.37611299753189087
2018-05-11 09:45:06,339 Grad is: min: -0.008886010386049747, max: 0.008976406417787075
2018-05-11 09:45:06,339 Target is: min: 0, max: 0
2018-05-11 09:45:06,339 --------------------------------------
2018-05-11 09:45:06,339 --------------------------------------
2018-05-11 09:45:06,340 Name is: layer3.1.bn1.weight
2018-05-11 09:45:06,340 Data is: min: 0.9992493987083435, max: 1.000712275505066
2018-05-11 09:45:06,340 Grad is: min: -0.012042810209095478, max: 0.014079739339649677
2018-05-11 09:45:06,340 Target is: min: 0, max: 0
2018-05-11 09:45:06,340 --------------------------------------
2018-05-11 09:45:06,340 --------------------------------------
2018-05-11 09:45:06,341 Name is: layer3.1.bn1.bias
2018-05-11 09:45:06,341 Data is: min: -0.0007042096694931388, max: 0.000765207689255476
2018-05-11 09:45:06,341 Grad is: min: -0.012080121785402298, max: 0.012909256853163242
2018-05-11 09:45:06,341 Target is: min: 0, max: 0
2018-05-11 09:45:06,341 --------------------------------------
2018-05-11 09:45:06,341 --------------------------------------
2018-05-11 09:45:06,341 Name is: layer3.1.conv2.weight
2018-05-11 09:45:06,342 Data is: min: -0.13756683468818665, max: 0.13732951879501343
2018-05-11 09:45:06,342 Grad is: min: -0.016854507848620415, max: 0.016084276139736176
2018-05-11 09:45:06,342 Target is: min: 0, max: 0
2018-05-11 09:45:06,342 --------------------------------------
2018-05-11 09:45:06,342 --------------------------------------
2018-05-11 09:45:06,343 Name is: layer3.1.bn2.weight
2018-05-11 09:45:06,343 Data is: min: 0.9993098378181458, max: 1.0007429122924805
2018-05-11 09:45:06,343 Grad is: min: -0.009631902910768986, max: 0.009237798862159252
2018-05-11 09:45:06,343 Target is: min: 0, max: 0
2018-05-11 09:45:06,343 --------------------------------------
2018-05-11 09:45:06,343 --------------------------------------
2018-05-11 09:45:06,343 Name is: layer3.1.bn2.bias
2018-05-11 09:45:06,344 Data is: min: -0.0006952938856557012, max: 0.000722079596016556
2018-05-11 09:45:06,344 Grad is: min: -0.008351854979991913, max: 0.00807035993784666
2018-05-11 09:45:06,344 Target is: min: 0, max: 0
2018-05-11 09:45:06,344 --------------------------------------
2018-05-11 09:45:06,344 --------------------------------------
2018-05-11 09:45:06,344 Name is: layer3.1.conv3.weight
2018-05-11 09:45:06,345 Data is: min: -0.20938602089881897, max: 0.19658927619457245
2018-05-11 09:45:06,345 Grad is: min: -0.013485809788107872, max: 0.014159892685711384
2018-05-11 09:45:06,345 Target is: min: 0, max: 0
2018-05-11 09:45:06,345 --------------------------------------
2018-05-11 09:45:06,345 --------------------------------------
2018-05-11 09:45:06,345 Name is: layer3.1.bn3.weight
2018-05-11 09:45:06,346 Data is: min: 0.9992477893829346, max: 1.000740647315979
2018-05-11 09:45:06,346 Grad is: min: -0.004529702942818403, max: 0.004928241018205881
2018-05-11 09:45:06,346 Target is: min: 0, max: 0
2018-05-11 09:45:06,346 --------------------------------------
2018-05-11 09:45:06,346 --------------------------------------
2018-05-11 09:45:06,346 Name is: layer3.1.bn3.bias
2018-05-11 09:45:06,347 Data is: min: -0.000732378859538585, max: 0.000747243466321379
2018-05-11 09:45:06,347 Grad is: min: -0.003407219424843788, max: 0.004624504130333662
2018-05-11 09:45:06,347 Target is: min: 0, max: 0
2018-05-11 09:45:06,347 --------------------------------------
2018-05-11 09:45:06,347 --------------------------------------
2018-05-11 09:45:06,347 Name is: layer3.2.conv1.weight
2018-05-11 09:45:06,348 Data is: min: -0.39765751361846924, max: 0.43815919756889343
2018-05-11 09:45:06,348 Grad is: min: -0.00684308260679245, max: 0.00695924274623394
2018-05-11 09:45:06,348 Target is: min: 0, max: 0
2018-05-11 09:45:06,348 --------------------------------------
2018-05-11 09:45:06,348 --------------------------------------
2018-05-11 09:45:06,348 Name is: layer3.2.bn1.weight
2018-05-11 09:45:06,349 Data is: min: 0.9992721080780029, max: 1.000734567642212
2018-05-11 09:45:06,349 Grad is: min: -0.007264653220772743, max: 0.010048101656138897
2018-05-11 09:45:06,349 Target is: min: 0, max: 0
2018-05-11 09:45:06,349 --------------------------------------
2018-05-11 09:45:06,349 --------------------------------------
2018-05-11 09:45:06,349 Name is: layer3.2.bn1.bias
2018-05-11 09:45:06,350 Data is: min: -0.000702529912814498, max: 0.0007512904703617096
2018-05-11 09:45:06,350 Grad is: min: -0.006618805229663849, max: 0.00661206291988492
2018-05-11 09:45:06,350 Target is: min: 0, max: 0
2018-05-11 09:45:06,350 --------------------------------------
2018-05-11 09:45:06,350 --------------------------------------
2018-05-11 09:45:06,350 Name is: layer3.2.conv2.weight
2018-05-11 09:45:06,351 Data is: min: -0.1397189497947693, max: 0.13375996053218842
2018-05-11 09:45:06,351 Grad is: min: -0.011328654363751411, max: 0.012042860500514507
2018-05-11 09:45:06,351 Target is: min: 0, max: 0
2018-05-11 09:45:06,351 --------------------------------------
2018-05-11 09:45:06,351 --------------------------------------
2018-05-11 09:45:06,351 Name is: layer3.2.bn2.weight
2018-05-11 09:45:06,352 Data is: min: 0.9992963671684265, max: 1.0007383823394775
2018-05-11 09:45:06,352 Grad is: min: -0.007398129440844059, max: 0.008419561199843884
2018-05-11 09:45:06,352 Target is: min: 0, max: 0
2018-05-11 09:45:06,352 --------------------------------------
2018-05-11 09:45:06,352 --------------------------------------
2018-05-11 09:45:06,352 Name is: layer3.2.bn2.bias
2018-05-11 09:45:06,353 Data is: min: -0.0007348900544457138, max: 0.0007441369816660881
2018-05-11 09:45:06,353 Grad is: min: -0.006783127784729004, max: 0.005784817971289158
2018-05-11 09:45:06,353 Target is: min: 0, max: 0
2018-05-11 09:45:06,353 --------------------------------------
2018-05-11 09:45:06,353 --------------------------------------
2018-05-11 09:45:06,353 Name is: layer3.2.conv3.weight
2018-05-11 09:45:06,354 Data is: min: -0.1986221820116043, max: 0.21714380383491516
2018-05-11 09:45:06,354 Grad is: min: -0.0099298395216465, max: 0.009243225678801537
2018-05-11 09:45:06,354 Target is: min: 0, max: 0
2018-05-11 09:45:06,354 --------------------------------------
2018-05-11 09:45:06,354 --------------------------------------
2018-05-11 09:45:06,354 Name is: layer3.2.bn3.weight
2018-05-11 09:45:06,355 Data is: min: 0.999224066734314, max: 1.0007803440093994
2018-05-11 09:45:06,355 Grad is: min: -0.004279174376279116, max: 0.0040743243880569935
2018-05-11 09:45:06,355 Target is: min: 0, max: 0
2018-05-11 09:45:06,355 --------------------------------------
2018-05-11 09:45:06,355 --------------------------------------
2018-05-11 09:45:06,355 Name is: layer3.2.bn3.bias
2018-05-11 09:45:06,356 Data is: min: -0.0007612041663378477, max: 0.0007466030074283481
2018-05-11 09:45:06,356 Grad is: min: -0.002567131770774722, max: 0.0023461380042135715
2018-05-11 09:45:06,356 Target is: min: 0, max: 0
2018-05-11 09:45:06,356 --------------------------------------
2018-05-11 09:45:06,356 --------------------------------------
2018-05-11 09:45:06,356 Name is: layer3.3.conv1.weight
2018-05-11 09:45:06,357 Data is: min: -0.3799380660057068, max: 0.4161217212677002
2018-05-11 09:45:06,357 Grad is: min: -0.005106516182422638, max: 0.004940501414239407
2018-05-11 09:45:06,357 Target is: min: 0, max: 0
2018-05-11 09:45:06,357 --------------------------------------
2018-05-11 09:45:06,357 --------------------------------------
2018-05-11 09:45:06,357 Name is: layer3.3.bn1.weight
2018-05-11 09:45:06,358 Data is: min: 0.9993046522140503, max: 1.000765323638916
2018-05-11 09:45:06,358 Grad is: min: -0.008363602682948112, max: 0.00591075886040926
2018-05-11 09:45:06,358 Target is: min: 0, max: 0
2018-05-11 09:45:06,358 --------------------------------------
2018-05-11 09:45:06,358 --------------------------------------
2018-05-11 09:45:06,358 Name is: layer3.3.bn1.bias
2018-05-11 09:45:06,358 Data is: min: -0.0007021044148132205, max: 0.0007496513426303864
2018-05-11 09:45:06,359 Grad is: min: -0.0060363104566931725, max: 0.005612191278487444
2018-05-11 09:45:06,359 Target is: min: 0, max: 0
2018-05-11 09:45:06,359 --------------------------------------
2018-05-11 09:45:06,359 --------------------------------------
2018-05-11 09:45:06,359 Name is: layer3.3.conv2.weight
2018-05-11 09:45:06,360 Data is: min: -0.13677352666854858, max: 0.14536432921886444
2018-05-11 09:45:06,360 Grad is: min: -0.0097861522808671, max: 0.010254444554448128
2018-05-11 09:45:06,360 Target is: min: 0, max: 0
2018-05-11 09:45:06,360 --------------------------------------
2018-05-11 09:45:06,360 --------------------------------------
2018-05-11 09:45:06,360 Name is: layer3.3.bn2.weight
2018-05-11 09:45:06,361 Data is: min: 0.9992716312408447, max: 1.0007600784301758
2018-05-11 09:45:06,361 Grad is: min: -0.005501619540154934, max: 0.0049914210103452206
2018-05-11 09:45:06,361 Target is: min: 0, max: 0
2018-05-11 09:45:06,361 --------------------------------------
2018-05-11 09:45:06,361 --------------------------------------
2018-05-11 09:45:06,361 Name is: layer3.3.bn2.bias
2018-05-11 09:45:06,361 Data is: min: -0.0007386403740383685, max: 0.0007294281967915595
2018-05-11 09:45:06,362 Grad is: min: -0.005027744919061661, max: 0.005360967479646206
2018-05-11 09:45:06,362 Target is: min: 0, max: 0
2018-05-11 09:45:06,362 --------------------------------------
2018-05-11 09:45:06,362 --------------------------------------
2018-05-11 09:45:06,362 Name is: layer3.3.conv3.weight
2018-05-11 09:45:06,362 Data is: min: -0.2030549943447113, max: 0.19381751120090485
2018-05-11 09:45:06,363 Grad is: min: -0.007607608567923307, max: 0.007583219092339277
2018-05-11 09:45:06,363 Target is: min: 0, max: 0
2018-05-11 09:45:06,363 --------------------------------------
2018-05-11 09:45:06,363 --------------------------------------
2018-05-11 09:45:06,363 Name is: layer3.3.bn3.weight
2018-05-11 09:45:06,363 Data is: min: 0.9992434978485107, max: 1.0007343292236328
2018-05-11 09:45:06,364 Grad is: min: -0.002929470269009471, max: 0.003379581030458212
2018-05-11 09:45:06,364 Target is: min: 0, max: 0
2018-05-11 09:45:06,364 --------------------------------------
2018-05-11 09:45:06,364 --------------------------------------
2018-05-11 09:45:06,364 Name is: layer3.3.bn3.bias
2018-05-11 09:45:06,364 Data is: min: -0.0007661926210857928, max: 0.0007445228402502835
2018-05-11 09:45:06,365 Grad is: min: -0.0016288426704704762, max: 0.001800093101337552
2018-05-11 09:45:06,365 Target is: min: 0, max: 0
2018-05-11 09:45:06,365 --------------------------------------
2018-05-11 09:45:06,365 --------------------------------------
2018-05-11 09:45:06,365 Name is: layer3.4.conv1.weight
2018-05-11 09:45:06,365 Data is: min: -0.3866380751132965, max: 0.3829709589481354
2018-05-11 09:45:06,366 Grad is: min: -0.004054719116538763, max: 0.004066196270287037
2018-05-11 09:45:06,366 Target is: min: 0, max: 0
2018-05-11 09:45:06,366 --------------------------------------
2018-05-11 09:45:06,366 --------------------------------------
2018-05-11 09:45:06,366 Name is: layer3.4.bn1.weight
2018-05-11 09:45:06,366 Data is: min: 0.9992915391921997, max: 1.0007469654083252
2018-05-11 09:45:06,367 Grad is: min: -0.006031976081430912, max: 0.00638401135802269
2018-05-11 09:45:06,367 Target is: min: 0, max: 0
2018-05-11 09:45:06,367 --------------------------------------
2018-05-11 09:45:06,367 --------------------------------------
2018-05-11 09:45:06,367 Name is: layer3.4.bn1.bias
2018-05-11 09:45:06,367 Data is: min: -0.0007198589737527072, max: 0.0007409260142594576
2018-05-11 09:45:06,368 Grad is: min: -0.004617427475750446, max: 0.004317779093980789
2018-05-11 09:45:06,368 Target is: min: 0, max: 0
2018-05-11 09:45:06,368 --------------------------------------
2018-05-11 09:45:06,368 --------------------------------------
2018-05-11 09:45:06,368 Name is: layer3.4.conv2.weight
2018-05-11 09:45:06,368 Data is: min: -0.13091892004013062, max: 0.15113990008831024
2018-05-11 09:45:06,369 Grad is: min: -0.007923265919089317, max: 0.00840057898312807
2018-05-11 09:45:06,369 Target is: min: 0, max: 0
2018-05-11 09:45:06,369 --------------------------------------
2018-05-11 09:45:06,369 --------------------------------------
2018-05-11 09:45:06,369 Name is: layer3.4.bn2.weight
2018-05-11 09:45:06,369 Data is: min: 0.999267041683197, max: 1.0007513761520386
2018-05-11 09:45:06,370 Grad is: min: -0.004903052002191544, max: 0.0043694316409528255
2018-05-11 09:45:06,370 Target is: min: 0, max: 0
2018-05-11 09:45:06,370 --------------------------------------
2018-05-11 09:45:06,370 --------------------------------------
2018-05-11 09:45:06,370 Name is: layer3.4.bn2.bias
2018-05-11 09:45:06,370 Data is: min: -0.0007286454783752561, max: 0.0007601695833727717
2018-05-11 09:45:06,371 Grad is: min: -0.004244265146553516, max: 0.003327449783682823
2018-05-11 09:45:06,371 Target is: min: 0, max: 0
2018-05-11 09:45:06,371 --------------------------------------
2018-05-11 09:45:06,371 --------------------------------------
2018-05-11 09:45:06,371 Name is: layer3.4.conv3.weight
2018-05-11 09:45:06,371 Data is: min: -0.20773202180862427, max: 0.20320697128772736
2018-05-11 09:45:06,372 Grad is: min: -0.005435447674244642, max: 0.005577503237873316
2018-05-11 09:45:06,372 Target is: min: 0, max: 0
2018-05-11 09:45:06,372 --------------------------------------
2018-05-11 09:45:06,372 --------------------------------------
2018-05-11 09:45:06,372 Name is: layer3.4.bn3.weight
2018-05-11 09:45:06,372 Data is: min: 0.9992559552192688, max: 1.0007506608963013
2018-05-11 09:45:06,373 Grad is: min: -0.0027085840702056885, max: 0.0022192958276718855
2018-05-11 09:45:06,373 Target is: min: 0, max: 0
2018-05-11 09:45:06,373 --------------------------------------
2018-05-11 09:45:06,373 --------------------------------------
2018-05-11 09:45:06,373 Name is: layer3.4.bn3.bias
2018-05-11 09:45:06,373 Data is: min: -0.0007517981575801969, max: 0.0007647897582501173
2018-05-11 09:45:06,373 Grad is: min: -0.0012504550395533442, max: 0.0014667734503746033
2018-05-11 09:45:06,374 Target is: min: 0, max: 0
2018-05-11 09:45:06,374 --------------------------------------
2018-05-11 09:45:06,374 --------------------------------------
2018-05-11 09:45:06,374 Name is: layer3.5.conv1.weight
2018-05-11 09:45:06,374 Data is: min: -0.40373876690864563, max: 0.43518149852752686
2018-05-11 09:45:06,375 Grad is: min: -0.0031529106199741364, max: 0.003181981388479471
2018-05-11 09:45:06,375 Target is: min: 0, max: 0
2018-05-11 09:45:06,375 --------------------------------------
2018-05-11 09:45:06,375 --------------------------------------
2018-05-11 09:45:06,375 Name is: layer3.5.bn1.weight
2018-05-11 09:45:06,375 Data is: min: 0.9992333054542542, max: 1.0007119178771973
2018-05-11 09:45:06,376 Grad is: min: -0.004779532086104155, max: 0.0036229565739631653
2018-05-11 09:45:06,376 Target is: min: 0, max: 0
2018-05-11 09:45:06,376 --------------------------------------
2018-05-11 09:45:06,376 --------------------------------------
2018-05-11 09:45:06,376 Name is: layer3.5.bn1.bias
2018-05-11 09:45:06,376 Data is: min: -0.0007686003809794784, max: 0.0007075019530020654
2018-05-11 09:45:06,376 Grad is: min: -0.003650306025519967, max: 0.0034862924367189407
2018-05-11 09:45:06,377 Target is: min: 0, max: 0
2018-05-11 09:45:06,377 --------------------------------------
2018-05-11 09:45:06,377 --------------------------------------
2018-05-11 09:45:06,377 Name is: layer3.5.conv2.weight
2018-05-11 09:45:06,377 Data is: min: -0.13897009193897247, max: 0.14115296304225922
2018-05-11 09:45:06,378 Grad is: min: -0.006688724271953106, max: 0.008134711533784866
2018-05-11 09:45:06,378 Target is: min: 0, max: 0
2018-05-11 09:45:06,378 --------------------------------------
2018-05-11 09:45:06,378 --------------------------------------
2018-05-11 09:45:06,378 Name is: layer3.5.bn2.weight
2018-05-11 09:45:06,378 Data is: min: 0.9992977976799011, max: 1.0007803440093994
2018-05-11 09:45:06,378 Grad is: min: -0.003777469275519252, max: 0.004685541614890099
2018-05-11 09:45:06,379 Target is: min: 0, max: 0
2018-05-11 09:45:06,379 --------------------------------------
2018-05-11 09:45:06,379 --------------------------------------
2018-05-11 09:45:06,379 Name is: layer3.5.bn2.bias
2018-05-11 09:45:06,379 Data is: min: -0.0006971302791498601, max: 0.0007856325246393681
2018-05-11 09:45:06,379 Grad is: min: -0.0032787597738206387, max: 0.0033026800956577063
2018-05-11 09:45:06,380 Target is: min: 0, max: 0
2018-05-11 09:45:06,380 --------------------------------------
2018-05-11 09:45:06,380 --------------------------------------
2018-05-11 09:45:06,380 Name is: layer3.5.conv3.weight
2018-05-11 09:45:06,380 Data is: min: -0.2054777890443802, max: 0.20067726075649261
2018-05-11 09:45:06,380 Grad is: min: -0.0053253173828125, max: 0.005036494228988886
2018-05-11 09:45:06,381 Target is: min: 0, max: 0
2018-05-11 09:45:06,381 --------------------------------------
2018-05-11 09:45:06,381 --------------------------------------
2018-05-11 09:45:06,381 Name is: layer3.5.bn3.weight
2018-05-11 09:45:06,381 Data is: min: 0.9992213845252991, max: 1.000763177871704
2018-05-11 09:45:06,381 Grad is: min: -0.0019927218090742826, max: 0.0017929516034200788
2018-05-11 09:45:06,382 Target is: min: 0, max: 0
2018-05-11 09:45:06,382 --------------------------------------
2018-05-11 09:45:06,382 --------------------------------------
2018-05-11 09:45:06,382 Name is: layer3.5.bn3.bias
2018-05-11 09:45:06,382 Data is: min: -0.0007608233718201518, max: 0.0007739457651041448
2018-05-11 09:45:06,382 Grad is: min: -0.001173830358311534, max: 0.0011138938134536147
2018-05-11 09:45:06,382 Target is: min: 0, max: 0
2018-05-11 09:45:06,383 --------------------------------------
2018-05-11 09:45:06,383 --------------------------------------
2018-05-11 09:45:06,383 Name is: layer4.0.conv1.weight
2018-05-11 09:45:06,383 Data is: min: -0.2767389118671417, max: 0.2798413038253784
2018-05-11 09:45:06,383 Grad is: min: -0.0036725096870213747, max: 0.003859535790979862
2018-05-11 09:45:06,384 Target is: min: 0, max: 0
2018-05-11 09:45:06,384 --------------------------------------
2018-05-11 09:45:06,384 --------------------------------------
2018-05-11 09:45:06,384 Name is: layer4.0.bn1.weight
2018-05-11 09:45:06,384 Data is: min: 0.9992284178733826, max: 1.0007659196853638
2018-05-11 09:45:06,384 Grad is: min: -0.0035397277679294348, max: 0.003726986702531576
2018-05-11 09:45:06,385 Target is: min: 0, max: 0
2018-05-11 09:45:06,385 --------------------------------------
2018-05-11 09:45:06,385 --------------------------------------
2018-05-11 09:45:06,385 Name is: layer4.0.bn1.bias
2018-05-11 09:45:06,385 Data is: min: -0.0007548037101514637, max: 0.0007792638498358428
2018-05-11 09:45:06,385 Grad is: min: -0.003662215545773506, max: 0.003067602403461933
2018-05-11 09:45:06,386 Target is: min: 0, max: 0
2018-05-11 09:45:06,386 --------------------------------------
2018-05-11 09:45:06,386 --------------------------------------
2018-05-11 09:45:06,386 Name is: layer4.0.conv2.weight
2018-05-11 09:45:06,386 Data is: min: -0.10456159710884094, max: 0.10675704479217529
2018-05-11 09:45:06,387 Grad is: min: -0.005953055340796709, max: 0.007005731109529734
2018-05-11 09:45:06,387 Target is: min: 0, max: 0
2018-05-11 09:45:06,387 --------------------------------------
2018-05-11 09:45:06,387 --------------------------------------
2018-05-11 09:45:06,387 Name is: layer4.0.bn2.weight
2018-05-11 09:45:06,387 Data is: min: 0.9992238879203796, max: 1.0007737874984741
2018-05-11 09:45:06,388 Grad is: min: -0.0034823166206479073, max: 0.0034953681752085686
2018-05-11 09:45:06,388 Target is: min: 0, max: 0
2018-05-11 09:45:06,388 --------------------------------------
2018-05-11 09:45:06,388 --------------------------------------
2018-05-11 09:45:06,388 Name is: layer4.0.bn2.bias
2018-05-11 09:45:06,388 Data is: min: -0.0007713143713772297, max: 0.0007899664342403412
2018-05-11 09:45:06,389 Grad is: min: -0.0028938744217157364, max: 0.0023906128481030464
2018-05-11 09:45:06,389 Target is: min: 0, max: 0
2018-05-11 09:45:06,389 --------------------------------------
2018-05-11 09:45:06,389 --------------------------------------
2018-05-11 09:45:06,389 Name is: layer4.0.conv3.weight
2018-05-11 09:45:06,389 Data is: min: -0.15785939991474152, max: 0.15755388140678406
2018-05-11 09:45:06,390 Grad is: min: -0.005079770460724831, max: 0.006219382397830486
2018-05-11 09:45:06,390 Target is: min: 0, max: 0
2018-05-11 09:45:06,390 --------------------------------------
2018-05-11 09:45:06,390 --------------------------------------
2018-05-11 09:45:06,390 Name is: layer4.0.bn3.weight
2018-05-11 09:45:06,390 Data is: min: 0.9991994500160217, max: 1.0008059740066528
2018-05-11 09:45:06,391 Grad is: min: -0.005537466611713171, max: 0.003994814585894346
2018-05-11 09:45:06,391 Target is: min: 0, max: 0
2018-05-11 09:45:06,391 --------------------------------------
2018-05-11 09:45:06,391 --------------------------------------
2018-05-11 09:45:06,391 Name is: layer4.0.bn3.bias
2018-05-11 09:45:06,391 Data is: min: -0.0008014853810891509, max: 0.0008071151678450406
2018-05-11 09:45:06,392 Grad is: min: -0.007910316810011864, max: 0.005855562165379524
2018-05-11 09:45:06,392 Target is: min: 0, max: 0
2018-05-11 09:45:06,392 --------------------------------------
2018-05-11 09:45:06,392 --------------------------------------
2018-05-11 09:45:06,392 Name is: layer4.0.downsample.0.weight
2018-05-11 09:45:06,393 Data is: min: -0.15005478262901306, max: 0.17934948205947876
2018-05-11 09:45:06,393 Grad is: min: -0.004837162792682648, max: 0.005562002304941416
2018-05-11 09:45:06,393 Target is: min: 0, max: 0
2018-05-11 09:45:06,393 --------------------------------------
2018-05-11 09:45:06,393 --------------------------------------
2018-05-11 09:45:06,393 Name is: layer4.0.downsample.1.weight
2018-05-11 09:45:06,394 Data is: min: 0.9991990923881531, max: 1.0008044242858887
2018-05-11 09:45:06,394 Grad is: min: -0.0055243787355721, max: 0.004108632914721966
2018-05-11 09:45:06,394 Target is: min: 0, max: 0
2018-05-11 09:45:06,394 --------------------------------------
2018-05-11 09:45:06,394 --------------------------------------
2018-05-11 09:45:06,394 Name is: layer4.0.downsample.1.bias
2018-05-11 09:45:06,395 Data is: min: -0.0008014853810891509, max: 0.0008071151678450406
2018-05-11 09:45:06,395 Grad is: min: -0.007910316810011864, max: 0.005855562165379524
2018-05-11 09:45:06,395 Target is: min: 0, max: 0
2018-05-11 09:45:06,395 --------------------------------------
2018-05-11 09:45:06,395 --------------------------------------
2018-05-11 09:45:06,395 Name is: layer4.1.conv1.weight
2018-05-11 09:45:06,396 Data is: min: -0.3067379593849182, max: 0.3031279444694519
2018-05-11 09:45:06,396 Grad is: min: -0.002464565448462963, max: 0.002317484701052308
2018-05-11 09:45:06,396 Target is: min: 0, max: 0
2018-05-11 09:45:06,396 --------------------------------------
2018-05-11 09:45:06,396 --------------------------------------
2018-05-11 09:45:06,396 Name is: layer4.1.bn1.weight
2018-05-11 09:45:06,397 Data is: min: 0.9992188215255737, max: 1.0007420778274536
2018-05-11 09:45:06,397 Grad is: min: -0.003556186566129327, max: 0.0028926339000463486
2018-05-11 09:45:06,397 Target is: min: 0, max: 0
2018-05-11 09:45:06,397 --------------------------------------
2018-05-11 09:45:06,397 --------------------------------------
2018-05-11 09:45:06,397 Name is: layer4.1.bn1.bias
2018-05-11 09:45:06,398 Data is: min: -0.0007596497889608145, max: 0.0007789077935740352
2018-05-11 09:45:06,398 Grad is: min: -0.003218806814402342, max: 0.0023938422091305256
2018-05-11 09:45:06,398 Target is: min: 0, max: 0
2018-05-11 09:45:06,398 --------------------------------------
2018-05-11 09:45:06,398 --------------------------------------
2018-05-11 09:45:06,398 Name is: layer4.1.conv2.weight
2018-05-11 09:45:06,399 Data is: min: -0.10286389291286469, max: 0.11010866612195969
2018-05-11 09:45:06,399 Grad is: min: -0.005905381869524717, max: 0.0060766697861254215
2018-05-11 09:45:06,399 Target is: min: 0, max: 0
2018-05-11 09:45:06,399 --------------------------------------
2018-05-11 09:45:06,400 --------------------------------------
2018-05-11 09:45:06,400 Name is: layer4.1.bn2.weight
2018-05-11 09:45:06,400 Data is: min: 0.9992212653160095, max: 1.0007838010787964
2018-05-11 09:45:06,400 Grad is: min: -0.0030850807670503855, max: 0.003053091000765562
2018-05-11 09:45:06,400 Target is: min: 0, max: 0
2018-05-11 09:45:06,400 --------------------------------------
2018-05-11 09:45:06,400 --------------------------------------
2018-05-11 09:45:06,401 Name is: layer4.1.bn2.bias
2018-05-11 09:45:06,401 Data is: min: -0.0007854009745642543, max: 0.0007990795420482755
2018-05-11 09:45:06,401 Grad is: min: -0.002993364818394184, max: 0.002268673852086067
2018-05-11 09:45:06,401 Target is: min: 0, max: 0
2018-05-11 09:45:06,401 --------------------------------------
2018-05-11 09:45:06,401 --------------------------------------
2018-05-11 09:45:06,401 Name is: layer4.1.conv3.weight
2018-05-11 09:45:06,402 Data is: min: -0.15314273536205292, max: 0.1543603390455246
2018-05-11 09:45:06,402 Grad is: min: -0.005234887357801199, max: 0.005140495020896196
2018-05-11 09:45:06,402 Target is: min: 0, max: 0
2018-05-11 09:45:06,403 --------------------------------------
2018-05-11 09:45:06,403 --------------------------------------
2018-05-11 09:45:06,403 Name is: layer4.1.bn3.weight
2018-05-11 09:45:06,403 Data is: min: 0.9992008805274963, max: 1.0008041858673096
2018-05-11 09:45:06,403 Grad is: min: -0.006014333572238684, max: 0.004407524596899748
2018-05-11 09:45:06,403 Target is: min: 0, max: 0
2018-05-11 09:45:06,403 --------------------------------------
2018-05-11 09:45:06,404 --------------------------------------
2018-05-11 09:45:06,404 Name is: layer4.1.bn3.bias
2018-05-11 09:45:06,404 Data is: min: -0.000798685650806874, max: 0.0008055977523326874
2018-05-11 09:45:06,404 Grad is: min: -0.010143228806555271, max: 0.008338009007275105
2018-05-11 09:45:06,404 Target is: min: 0, max: 0
2018-05-11 09:45:06,404 --------------------------------------
2018-05-11 09:45:06,405 --------------------------------------
2018-05-11 09:45:06,405 Name is: layer4.2.conv1.weight
2018-05-11 09:45:06,405 Data is: min: -0.3047272861003876, max: 0.3206876814365387
2018-05-11 09:45:06,405 Grad is: min: -0.0019987057894468307, max: 0.0017013264587149024
2018-05-11 09:45:06,406 Target is: min: 0, max: 0
2018-05-11 09:45:06,406 --------------------------------------
2018-05-11 09:45:06,406 --------------------------------------
2018-05-11 09:45:06,406 Name is: layer4.2.bn1.weight
2018-05-11 09:45:06,406 Data is: min: 0.9992246031761169, max: 1.0007885694503784
2018-05-11 09:45:06,406 Grad is: min: -0.002244140487164259, max: 0.0022191274911165237
2018-05-11 09:45:06,407 Target is: min: 0, max: 0
2018-05-11 09:45:06,407 --------------------------------------
2018-05-11 09:45:06,407 --------------------------------------
2018-05-11 09:45:06,407 Name is: layer4.2.bn1.bias
2018-05-11 09:45:06,407 Data is: min: -0.0007560825324617326, max: 0.0007739827269688249
2018-05-11 09:45:06,407 Grad is: min: -0.002500111237168312, max: 0.0014542880235239863
2018-05-11 09:45:06,407 Target is: min: 0, max: 0
2018-05-11 09:45:06,408 --------------------------------------
2018-05-11 09:45:06,408 --------------------------------------
2018-05-11 09:45:06,408 Name is: layer4.2.conv2.weight
2018-05-11 09:45:06,408 Data is: min: -0.10767203569412231, max: 0.10283216089010239
2018-05-11 09:45:06,409 Grad is: min: -0.004743142984807491, max: 0.005302011035382748
2018-05-11 09:45:06,409 Target is: min: 0, max: 0
2018-05-11 09:45:06,409 --------------------------------------
2018-05-11 09:45:06,409 --------------------------------------
2018-05-11 09:45:06,409 Name is: layer4.2.bn2.weight
2018-05-11 09:45:06,409 Data is: min: 0.9992138147354126, max: 1.0007838010787964
2018-05-11 09:45:06,410 Grad is: min: -0.0022671676706522703, max: 0.002412519883364439
2018-05-11 09:45:06,410 Target is: min: 0, max: 0
2018-05-11 09:45:06,410 --------------------------------------
2018-05-11 09:45:06,410 --------------------------------------
2018-05-11 09:45:06,410 Name is: layer4.2.bn2.bias
2018-05-11 09:45:06,410 Data is: min: -0.000788218982052058, max: 0.0007913918816484511
2018-05-11 09:45:06,410 Grad is: min: -0.002128667663782835, max: 0.001585683785378933
2018-05-11 09:45:06,411 Target is: min: 0, max: 0
2018-05-11 09:45:06,411 --------------------------------------
2018-05-11 09:45:06,411 --------------------------------------
2018-05-11 09:45:06,411 Name is: layer4.2.conv3.weight
2018-05-11 09:45:06,411 Data is: min: -0.1619432270526886, max: 0.15561598539352417
2018-05-11 09:45:06,412 Grad is: min: -0.003872551955282688, max: 0.004091284237802029
2018-05-11 09:45:06,412 Target is: min: 0, max: 0
2018-05-11 09:45:06,412 --------------------------------------
2018-05-11 09:45:06,412 --------------------------------------
2018-05-11 09:45:06,412 Name is: layer4.2.bn3.weight
2018-05-11 09:45:06,412 Data is: min: 0.999204695224762, max: 1.0008071660995483
2018-05-11 09:45:06,413 Grad is: min: -0.005338133778423071, max: 0.00390246300958097
2018-05-11 09:45:06,413 Target is: min: 0, max: 0
2018-05-11 09:45:06,413 --------------------------------------
2018-05-11 09:45:06,413 --------------------------------------
2018-05-11 09:45:06,413 Name is: layer4.2.bn3.bias
2018-05-11 09:45:06,413 Data is: min: -0.0007971948361955583, max: 0.0008068753522820771
2018-05-11 09:45:06,414 Grad is: min: -0.012312717735767365, max: 0.011102846823632717
2018-05-11 09:45:06,414 Target is: min: 0, max: 0
2018-05-11 09:45:06,414 --------------------------------------
2018-05-11 09:45:06,414 --------------------------------------
2018-05-11 09:45:06,414 Name is: fc.weight
2018-05-11 09:45:06,414 Data is: min: -0.02289489284157753, max: 0.02288239821791649
2018-05-11 09:45:06,415 Grad is: min: -0.8641352653503418, max: 0.01704578660428524
2018-05-11 09:45:06,415 Target is: min: 0, max: 0
2018-05-11 09:45:06,415 --------------------------------------
2018-05-11 09:45:06,415 --------------------------------------
2018-05-11 09:45:06,415 Name is: fc.bias
2018-05-11 09:45:06,415 Data is: min: -0.02209945023059845, max: 0.021235911175608635
2018-05-11 09:45:06,416 Grad is: min: -0.6322751045227051, max: 0.01154356263577938
2018-05-11 09:45:06,416 Target is: min: 0, max: 0
2018-05-11 09:45:06,416 --------------------------------------
2018-05-11 09:45:06,416 -- RUNNING_LOSS: 1.0317684412002563
2018-05-11 09:45:06,416 -- ITERATION: 8
2018-05-11 09:45:06,495 --------------------------------------
2018-05-11 09:45:06,495 Name is: conv1.weight
2018-05-11 09:45:06,495 Data is: min: -0.10917586833238602, max: 0.09902124851942062
2018-05-11 09:45:06,496 Grad is: min: -5.940431118011475, max: 4.813727378845215
2018-05-11 09:45:06,496 Target is: min: 0, max: 0
2018-05-11 09:45:06,496 --------------------------------------
2018-05-11 09:45:06,496 --------------------------------------
2018-05-11 09:45:06,496 Name is: bn1.weight
2018-05-11 09:45:06,497 Data is: min: 0.9994177222251892, max: 1.0005486011505127
2018-05-11 09:45:06,497 Grad is: min: -0.3431505858898163, max: 0.344243586063385
2018-05-11 09:45:06,497 Target is: min: 0, max: 0
2018-05-11 09:45:06,497 --------------------------------------
2018-05-11 09:45:06,497 --------------------------------------
2018-05-11 09:45:06,497 Name is: bn1.bias
2018-05-11 09:45:06,498 Data is: min: -0.0005642356700263917, max: 0.0005475649377331138
2018-05-11 09:45:06,498 Grad is: min: -0.23770344257354736, max: 0.17294234037399292
2018-05-11 09:45:06,498 Target is: min: 0, max: 0
2018-05-11 09:45:06,498 --------------------------------------
2018-05-11 09:45:06,499 --------------------------------------
2018-05-11 09:45:06,499 Name is: layer1.0.conv1.weight
2018-05-11 09:45:06,499 Data is: min: -0.6506210565567017, max: 0.5568878054618835
2018-05-11 09:45:06,499 Grad is: min: -0.45114487409591675, max: 0.3902661204338074
2018-05-11 09:45:06,500 Target is: min: 0, max: 0
2018-05-11 09:45:06,500 --------------------------------------
2018-05-11 09:45:06,500 --------------------------------------
2018-05-11 09:45:06,500 Name is: layer1.0.bn1.weight
2018-05-11 09:45:06,500 Data is: min: 0.9993112683296204, max: 1.0006717443466187
2018-05-11 09:45:06,501 Grad is: min: -0.24401681125164032, max: 0.1694909781217575
2018-05-11 09:45:06,501 Target is: min: 0, max: 0
2018-05-11 09:45:06,501 --------------------------------------
2018-05-11 09:45:06,501 --------------------------------------
2018-05-11 09:45:06,501 Name is: layer1.0.bn1.bias
2018-05-11 09:45:06,502 Data is: min: -0.0006803682772442698, max: 0.0006070337258279324
2018-05-11 09:45:06,502 Grad is: min: -0.16896528005599976, max: 0.21149155497550964
2018-05-11 09:45:06,502 Target is: min: 0, max: 0
2018-05-11 09:45:06,502 --------------------------------------
2018-05-11 09:45:06,502 --------------------------------------
2018-05-11 09:45:06,502 Name is: layer1.0.conv2.weight
2018-05-11 09:45:06,503 Data is: min: -0.23844212293624878, max: 0.2165452390909195
2018-05-11 09:45:06,503 Grad is: min: -0.24565483629703522, max: 0.2933853268623352
2018-05-11 09:45:06,503 Target is: min: 0, max: 0
2018-05-11 09:45:06,503 --------------------------------------
2018-05-11 09:45:06,504 --------------------------------------
2018-05-11 09:45:06,504 Name is: layer1.0.bn2.weight
2018-05-11 09:45:06,504 Data is: min: 0.9993100762367249, max: 1.0007981061935425
2018-05-11 09:45:06,504 Grad is: min: -0.12949715554714203, max: 0.14886163175106049
2018-05-11 09:45:06,504 Target is: min: 0, max: 0
2018-05-11 09:45:06,505 --------------------------------------
2018-05-11 09:45:06,505 --------------------------------------
2018-05-11 09:45:06,505 Name is: layer1.0.bn2.bias
2018-05-11 09:45:06,505 Data is: min: -0.0006549780955538154, max: 0.0006856289692223072
2018-05-11 09:45:06,505 Grad is: min: -0.1488630622625351, max: 0.09559667855501175
2018-05-11 09:45:06,506 Target is: min: 0, max: 0
2018-05-11 09:45:06,506 --------------------------------------
2018-05-11 09:45:06,506 --------------------------------------
2018-05-11 09:45:06,506 Name is: layer1.0.conv3.weight
2018-05-11 09:45:06,506 Data is: min: -0.3405384421348572, max: 0.35443705320358276
2018-05-11 09:45:06,507 Grad is: min: -0.24309083819389343, max: 0.23550307750701904
2018-05-11 09:45:06,507 Target is: min: 0, max: 0
2018-05-11 09:45:06,507 --------------------------------------
2018-05-11 09:45:06,507 --------------------------------------
2018-05-11 09:45:06,507 Name is: layer1.0.bn3.weight
2018-05-11 09:45:06,507 Data is: min: 0.9992082715034485, max: 1.0007295608520508
2018-05-11 09:45:06,508 Grad is: min: -0.10201317071914673, max: 0.12614716589450836
2018-05-11 09:45:06,508 Target is: min: 0, max: 0
2018-05-11 09:45:06,508 --------------------------------------
2018-05-11 09:45:06,508 --------------------------------------
2018-05-11 09:45:06,508 Name is: layer1.0.bn3.bias
2018-05-11 09:45:06,509 Data is: min: -0.0007798681617714465, max: 0.000681315956171602
2018-05-11 09:45:06,509 Grad is: min: -0.07119140774011612, max: 0.0689520537853241
2018-05-11 09:45:06,509 Target is: min: 0, max: 0
2018-05-11 09:45:06,509 --------------------------------------
2018-05-11 09:45:06,509 --------------------------------------
2018-05-11 09:45:06,509 Name is: layer1.0.downsample.0.weight
2018-05-11 09:45:06,510 Data is: min: -0.3623349964618683, max: 0.35223978757858276
2018-05-11 09:45:06,510 Grad is: min: -0.2863038182258606, max: 0.2820737063884735
2018-05-11 09:45:06,510 Target is: min: 0, max: 0
2018-05-11 09:45:06,510 --------------------------------------
2018-05-11 09:45:06,511 --------------------------------------
2018-05-11 09:45:06,511 Name is: layer1.0.downsample.1.weight
2018-05-11 09:45:06,511 Data is: min: 0.9992866516113281, max: 1.0007582902908325
2018-05-11 09:45:06,511 Grad is: min: -0.09392781555652618, max: 0.06651895493268967
2018-05-11 09:45:06,511 Target is: min: 0, max: 0
2018-05-11 09:45:06,512 --------------------------------------
2018-05-11 09:45:06,512 --------------------------------------
2018-05-11 09:45:06,512 Name is: layer1.0.downsample.1.bias
2018-05-11 09:45:06,512 Data is: min: -0.0007798681617714465, max: 0.000681315956171602
2018-05-11 09:45:06,512 Grad is: min: -0.07119140774011612, max: 0.0689520537853241
2018-05-11 09:45:06,513 Target is: min: 0, max: 0
2018-05-11 09:45:06,513 --------------------------------------
2018-05-11 09:45:06,513 --------------------------------------
2018-05-11 09:45:06,513 Name is: layer1.1.conv1.weight
2018-05-11 09:45:06,513 Data is: min: -0.7395325303077698, max: 0.686914324760437
2018-05-11 09:45:06,514 Grad is: min: -0.12402014434337616, max: 0.09494545310735703
2018-05-11 09:45:06,514 Target is: min: 0, max: 0
2018-05-11 09:45:06,514 --------------------------------------
2018-05-11 09:45:06,514 --------------------------------------
2018-05-11 09:45:06,514 Name is: layer1.1.bn1.weight
2018-05-11 09:45:06,515 Data is: min: 0.9992805123329163, max: 1.0007163286209106
2018-05-11 09:45:06,515 Grad is: min: -0.11415068060159683, max: 0.10023060441017151
2018-05-11 09:45:06,515 Target is: min: 0, max: 0
2018-05-11 09:45:06,515 --------------------------------------
2018-05-11 09:45:06,515 --------------------------------------
2018-05-11 09:45:06,515 Name is: layer1.1.bn1.bias
2018-05-11 09:45:06,516 Data is: min: -0.0007280871504917741, max: 0.0006904099718667567
2018-05-11 09:45:06,516 Grad is: min: -0.07621151953935623, max: 0.09695327281951904
2018-05-11 09:45:06,516 Target is: min: 0, max: 0
2018-05-11 09:45:06,516 --------------------------------------
2018-05-11 09:45:06,516 --------------------------------------
2018-05-11 09:45:06,516 Name is: layer1.1.conv2.weight
2018-05-11 09:45:06,517 Data is: min: -0.2602895498275757, max: 0.22578474879264832
2018-05-11 09:45:06,517 Grad is: min: -0.1657821536064148, max: 0.1493324488401413
2018-05-11 09:45:06,517 Target is: min: 0, max: 0
2018-05-11 09:45:06,517 --------------------------------------
2018-05-11 09:45:06,517 --------------------------------------
2018-05-11 09:45:06,518 Name is: layer1.1.bn2.weight
2018-05-11 09:45:06,518 Data is: min: 0.9992455244064331, max: 1.0006755590438843
2018-05-11 09:45:06,518 Grad is: min: -0.12205983698368073, max: 0.0742618516087532
2018-05-11 09:45:06,518 Target is: min: 0, max: 0
2018-05-11 09:45:06,518 --------------------------------------
2018-05-11 09:45:06,519 --------------------------------------
2018-05-11 09:45:06,519 Name is: layer1.1.bn2.bias
2018-05-11 09:45:06,519 Data is: min: -0.0006340115214698017, max: 0.0006980035686865449
2018-05-11 09:45:06,519 Grad is: min: -0.09486846625804901, max: 0.09940940141677856
2018-05-11 09:45:06,519 Target is: min: 0, max: 0
2018-05-11 09:45:06,520 --------------------------------------
2018-05-11 09:45:06,520 --------------------------------------
2018-05-11 09:45:06,520 Name is: layer1.1.conv3.weight
2018-05-11 09:45:06,520 Data is: min: -0.371498703956604, max: 0.3655478358268738
2018-05-11 09:45:06,520 Grad is: min: -0.1326807290315628, max: 0.12438253313302994
2018-05-11 09:45:06,521 Target is: min: 0, max: 0
2018-05-11 09:45:06,521 --------------------------------------
2018-05-11 09:45:06,521 --------------------------------------
2018-05-11 09:45:06,521 Name is: layer1.1.bn3.weight
2018-05-11 09:45:06,521 Data is: min: 0.9992007613182068, max: 1.000791072845459
2018-05-11 09:45:06,522 Grad is: min: -0.05299140140414238, max: 0.037472426891326904
2018-05-11 09:45:06,522 Target is: min: 0, max: 0
2018-05-11 09:45:06,522 --------------------------------------
2018-05-11 09:45:06,522 --------------------------------------
2018-05-11 09:45:06,522 Name is: layer1.1.bn3.bias
2018-05-11 09:45:06,522 Data is: min: -0.0008143820450641215, max: 0.000757373112719506
2018-05-11 09:45:06,523 Grad is: min: -0.051445819437503815, max: 0.03849691525101662
2018-05-11 09:45:06,523 Target is: min: 0, max: 0
2018-05-11 09:45:06,523 --------------------------------------
2018-05-11 09:45:06,523 --------------------------------------
2018-05-11 09:45:06,523 Name is: layer1.2.conv1.weight
2018-05-11 09:45:06,524 Data is: min: -0.7299345135688782, max: 0.7824358940124512
2018-05-11 09:45:06,524 Grad is: min: -0.07916104793548584, max: 0.06567084789276123
2018-05-11 09:45:06,524 Target is: min: 0, max: 0
2018-05-11 09:45:06,524 --------------------------------------
2018-05-11 09:45:06,524 --------------------------------------
2018-05-11 09:45:06,524 Name is: layer1.2.bn1.weight
2018-05-11 09:45:06,525 Data is: min: 0.99918133020401, max: 1.0006498098373413
2018-05-11 09:45:06,525 Grad is: min: -0.07580041885375977, max: 0.0531364269554615
2018-05-11 09:45:06,525 Target is: min: 0, max: 0
2018-05-11 09:45:06,525 --------------------------------------
2018-05-11 09:45:06,525 --------------------------------------
2018-05-11 09:45:06,525 Name is: layer1.2.bn1.bias
2018-05-11 09:45:06,526 Data is: min: -0.000614867196418345, max: 0.0006759820971637964
2018-05-11 09:45:06,526 Grad is: min: -0.06032630801200867, max: 0.05515400692820549
2018-05-11 09:45:06,526 Target is: min: 0, max: 0
2018-05-11 09:45:06,526 --------------------------------------
2018-05-11 09:45:06,526 --------------------------------------
2018-05-11 09:45:06,526 Name is: layer1.2.conv2.weight
2018-05-11 09:45:06,527 Data is: min: -0.24023903906345367, max: 0.22536228597164154
2018-05-11 09:45:06,527 Grad is: min: -0.12104347348213196, max: 0.11120226234197617
2018-05-11 09:45:06,527 Target is: min: 0, max: 0
2018-05-11 09:45:06,527 --------------------------------------
2018-05-11 09:45:06,528 --------------------------------------
2018-05-11 09:45:06,528 Name is: layer1.2.bn2.weight
2018-05-11 09:45:06,528 Data is: min: 0.9993168711662292, max: 1.0006951093673706
2018-05-11 09:45:06,528 Grad is: min: -0.052250321954488754, max: 0.07376524060964584
2018-05-11 09:45:06,528 Target is: min: 0, max: 0
2018-05-11 09:45:06,528 --------------------------------------
2018-05-11 09:45:06,529 --------------------------------------
2018-05-11 09:45:06,529 Name is: layer1.2.bn2.bias
2018-05-11 09:45:06,529 Data is: min: -0.0005993834929540753, max: 0.0006195309106260538
2018-05-11 09:45:06,529 Grad is: min: -0.051473915576934814, max: 0.0569891557097435
2018-05-11 09:45:06,529 Target is: min: 0, max: 0
2018-05-11 09:45:06,530 --------------------------------------
2018-05-11 09:45:06,530 --------------------------------------
2018-05-11 09:45:06,530 Name is: layer1.2.conv3.weight
2018-05-11 09:45:06,530 Data is: min: -0.34628361463546753, max: 0.35814619064331055
2018-05-11 09:45:06,530 Grad is: min: -0.0820951908826828, max: 0.07895467430353165
2018-05-11 09:45:06,531 Target is: min: 0, max: 0
2018-05-11 09:45:06,531 --------------------------------------
2018-05-11 09:45:06,531 --------------------------------------
2018-05-11 09:45:06,531 Name is: layer1.2.bn3.weight
2018-05-11 09:45:06,531 Data is: min: 0.9992616176605225, max: 1.000710129737854
2018-05-11 09:45:06,531 Grad is: min: -0.03165355697274208, max: 0.028293993324041367
2018-05-11 09:45:06,532 Target is: min: 0, max: 0
2018-05-11 09:45:06,532 --------------------------------------
2018-05-11 09:45:06,532 --------------------------------------
2018-05-11 09:45:06,532 Name is: layer1.2.bn3.bias
2018-05-11 09:45:06,532 Data is: min: -0.0008026590221561491, max: 0.0007419543107971549
2018-05-11 09:45:06,533 Grad is: min: -0.019710469990968704, max: 0.01724882237613201
2018-05-11 09:45:06,533 Target is: min: 0, max: 0
2018-05-11 09:45:06,533 --------------------------------------
2018-05-11 09:45:06,533 --------------------------------------
2018-05-11 09:45:06,533 Name is: layer2.0.conv1.weight
2018-05-11 09:45:06,533 Data is: min: -0.4888504147529602, max: 0.5267183184623718
2018-05-11 09:45:06,534 Grad is: min: -0.044788066297769547, max: 0.058592669665813446
2018-05-11 09:45:06,534 Target is: min: 0, max: 0
2018-05-11 09:45:06,534 --------------------------------------
2018-05-11 09:45:06,534 --------------------------------------
2018-05-11 09:45:06,534 Name is: layer2.0.bn1.weight
2018-05-11 09:45:06,534 Data is: min: 0.9992032647132874, max: 1.000838041305542
2018-05-11 09:45:06,535 Grad is: min: -0.047808967530727386, max: 0.040596045553684235
2018-05-11 09:45:06,535 Target is: min: 0, max: 0
2018-05-11 09:45:06,535 --------------------------------------
2018-05-11 09:45:06,535 --------------------------------------
2018-05-11 09:45:06,535 Name is: layer2.0.bn1.bias
2018-05-11 09:45:06,535 Data is: min: -0.000702120189089328, max: 0.0006402988801710308
2018-05-11 09:45:06,536 Grad is: min: -0.033385373651981354, max: 0.04561745747923851
2018-05-11 09:45:06,536 Target is: min: 0, max: 0
2018-05-11 09:45:06,536 --------------------------------------
2018-05-11 09:45:06,536 --------------------------------------
2018-05-11 09:45:06,536 Name is: layer2.0.conv2.weight
2018-05-11 09:45:06,536 Data is: min: -0.18663348257541656, max: 0.17120672762393951
2018-05-11 09:45:06,537 Grad is: min: -0.06397874653339386, max: 0.07523225992918015
2018-05-11 09:45:06,537 Target is: min: 0, max: 0
2018-05-11 09:45:06,537 --------------------------------------
2018-05-11 09:45:06,537 --------------------------------------
2018-05-11 09:45:06,537 Name is: layer2.0.bn2.weight
2018-05-11 09:45:06,538 Data is: min: 0.9991668462753296, max: 1.000771164894104
2018-05-11 09:45:06,538 Grad is: min: -0.04419391602277756, max: 0.03672489523887634
2018-05-11 09:45:06,538 Target is: min: 0, max: 0
2018-05-11 09:45:06,538 --------------------------------------
2018-05-11 09:45:06,538 --------------------------------------
2018-05-11 09:45:06,538 Name is: layer2.0.bn2.bias
2018-05-11 09:45:06,539 Data is: min: -0.0007984181283973157, max: 0.0006802772404626012
2018-05-11 09:45:06,539 Grad is: min: -0.03420072793960571, max: 0.02514807879924774
2018-05-11 09:45:06,539 Target is: min: 0, max: 0
2018-05-11 09:45:06,539 --------------------------------------
2018-05-11 09:45:06,539 --------------------------------------
2018-05-11 09:45:06,539 Name is: layer2.0.conv3.weight
2018-05-11 09:45:06,540 Data is: min: -0.2672521770000458, max: 0.24754132330417633
2018-05-11 09:45:06,540 Grad is: min: -0.0509248785674572, max: 0.04691954702138901
2018-05-11 09:45:06,540 Target is: min: 0, max: 0
2018-05-11 09:45:06,540 --------------------------------------
2018-05-11 09:45:06,540 --------------------------------------
2018-05-11 09:45:06,540 Name is: layer2.0.bn3.weight
2018-05-11 09:45:06,541 Data is: min: 0.9991446733474731, max: 1.0008139610290527
2018-05-11 09:45:06,541 Grad is: min: -0.019652750343084335, max: 0.026942212134599686
2018-05-11 09:45:06,541 Target is: min: 0, max: 0
2018-05-11 09:45:06,541 --------------------------------------
2018-05-11 09:45:06,541 --------------------------------------
2018-05-11 09:45:06,541 Name is: layer2.0.bn3.bias
2018-05-11 09:45:06,542 Data is: min: -0.0008415429620072246, max: 0.0008005379932001233
2018-05-11 09:45:06,542 Grad is: min: -0.016798412427306175, max: 0.017989639192819595
2018-05-11 09:45:06,542 Target is: min: 0, max: 0
2018-05-11 09:45:06,542 --------------------------------------
2018-05-11 09:45:06,542 --------------------------------------
2018-05-11 09:45:06,542 Name is: layer2.0.downsample.0.weight
2018-05-11 09:45:06,543 Data is: min: -0.25663626194000244, max: 0.2982627749443054
2018-05-11 09:45:06,543 Grad is: min: -0.03881567716598511, max: 0.044192444533109665
2018-05-11 09:45:06,543 Target is: min: 0, max: 0
2018-05-11 09:45:06,543 --------------------------------------
2018-05-11 09:45:06,543 --------------------------------------
2018-05-11 09:45:06,543 Name is: layer2.0.downsample.1.weight
2018-05-11 09:45:06,544 Data is: min: 0.9992400407791138, max: 1.0008026361465454
2018-05-11 09:45:06,544 Grad is: min: -0.02077558822929859, max: 0.027741292491555214
2018-05-11 09:45:06,544 Target is: min: 0, max: 0
2018-05-11 09:45:06,544 --------------------------------------
2018-05-11 09:45:06,544 --------------------------------------
2018-05-11 09:45:06,544 Name is: layer2.0.downsample.1.bias
2018-05-11 09:45:06,545 Data is: min: -0.0008415429620072246, max: 0.0008005379932001233
2018-05-11 09:45:06,545 Grad is: min: -0.016798412427306175, max: 0.017989639192819595
2018-05-11 09:45:06,545 Target is: min: 0, max: 0
2018-05-11 09:45:06,545 --------------------------------------
2018-05-11 09:45:06,545 --------------------------------------
2018-05-11 09:45:06,546 Name is: layer2.1.conv1.weight
2018-05-11 09:45:06,546 Data is: min: -0.5158372521400452, max: 0.5576231479644775
2018-05-11 09:45:06,546 Grad is: min: -0.02446642890572548, max: 0.02257893607020378
2018-05-11 09:45:06,546 Target is: min: 0, max: 0
2018-05-11 09:45:06,546 --------------------------------------
2018-05-11 09:45:06,546 --------------------------------------
2018-05-11 09:45:06,547 Name is: layer2.1.bn1.weight
2018-05-11 09:45:06,547 Data is: min: 0.999334454536438, max: 1.0007174015045166
2018-05-11 09:45:06,547 Grad is: min: -0.03906327486038208, max: 0.02618013322353363
2018-05-11 09:45:06,547 Target is: min: 0, max: 0
2018-05-11 09:45:06,547 --------------------------------------
2018-05-11 09:45:06,547 --------------------------------------
2018-05-11 09:45:06,548 Name is: layer2.1.bn1.bias
2018-05-11 09:45:06,548 Data is: min: -0.0007727708434686065, max: 0.0005913948989473283
2018-05-11 09:45:06,548 Grad is: min: -0.03178022801876068, max: 0.02411900833249092
2018-05-11 09:45:06,548 Target is: min: 0, max: 0
2018-05-11 09:45:06,548 --------------------------------------
2018-05-11 09:45:06,548 --------------------------------------
2018-05-11 09:45:06,549 Name is: layer2.1.conv2.weight
2018-05-11 09:45:06,549 Data is: min: -0.19645747542381287, max: 0.1745646744966507
2018-05-11 09:45:06,549 Grad is: min: -0.0409751795232296, max: 0.04124447703361511
2018-05-11 09:45:06,549 Target is: min: 0, max: 0
2018-05-11 09:45:06,549 --------------------------------------
2018-05-11 09:45:06,550 --------------------------------------
2018-05-11 09:45:06,550 Name is: layer2.1.bn2.weight
2018-05-11 09:45:06,550 Data is: min: 0.999334990978241, max: 1.0007294416427612
2018-05-11 09:45:06,550 Grad is: min: -0.0240345299243927, max: 0.029498592019081116
2018-05-11 09:45:06,550 Target is: min: 0, max: 0
2018-05-11 09:45:06,550 --------------------------------------
2018-05-11 09:45:06,551 --------------------------------------
2018-05-11 09:45:06,551 Name is: layer2.1.bn2.bias
2018-05-11 09:45:06,551 Data is: min: -0.0006244516116566956, max: 0.0007529571885243058
2018-05-11 09:45:06,551 Grad is: min: -0.02598368376493454, max: 0.029329750686883926
2018-05-11 09:45:06,551 Target is: min: 0, max: 0
2018-05-11 09:45:06,551 --------------------------------------
2018-05-11 09:45:06,552 --------------------------------------
2018-05-11 09:45:06,552 Name is: layer2.1.conv3.weight
2018-05-11 09:45:06,552 Data is: min: -0.2448194921016693, max: 0.24154065549373627
2018-05-11 09:45:06,552 Grad is: min: -0.03847215697169304, max: 0.03167293965816498
2018-05-11 09:45:06,552 Target is: min: 0, max: 0
2018-05-11 09:45:06,552 --------------------------------------
2018-05-11 09:45:06,553 --------------------------------------
2018-05-11 09:45:06,553 Name is: layer2.1.bn3.weight
2018-05-11 09:45:06,553 Data is: min: 0.9992530941963196, max: 1.000812292098999
2018-05-11 09:45:06,553 Grad is: min: -0.013182593509554863, max: 0.018438342958688736
2018-05-11 09:45:06,553 Target is: min: 0, max: 0
2018-05-11 09:45:06,553 --------------------------------------
2018-05-11 09:45:06,553 --------------------------------------
2018-05-11 09:45:06,554 Name is: layer2.1.bn3.bias
2018-05-11 09:45:06,554 Data is: min: -0.0007831896655261517, max: 0.0008123437291942537
2018-05-11 09:45:06,554 Grad is: min: -0.011292660608887672, max: 0.01122198160737753
2018-05-11 09:45:06,554 Target is: min: 0, max: 0
2018-05-11 09:45:06,554 --------------------------------------
2018-05-11 09:45:06,554 --------------------------------------
2018-05-11 09:45:06,555 Name is: layer2.2.conv1.weight
2018-05-11 09:45:06,555 Data is: min: -0.5269788503646851, max: 0.49390798807144165
2018-05-11 09:45:06,555 Grad is: min: -0.017746688798069954, max: 0.015445532277226448
2018-05-11 09:45:06,555 Target is: min: 0, max: 0
2018-05-11 09:45:06,555 --------------------------------------
2018-05-11 09:45:06,555 --------------------------------------
2018-05-11 09:45:06,556 Name is: layer2.2.bn1.weight
2018-05-11 09:45:06,556 Data is: min: 0.9992997050285339, max: 1.0007481575012207
2018-05-11 09:45:06,556 Grad is: min: -0.01994699239730835, max: 0.029462983831763268
2018-05-11 09:45:06,556 Target is: min: 0, max: 0
2018-05-11 09:45:06,556 --------------------------------------
2018-05-11 09:45:06,556 --------------------------------------
2018-05-11 09:45:06,556 Name is: layer2.2.bn1.bias
2018-05-11 09:45:06,557 Data is: min: -0.0007094022585079074, max: 0.0007502015796490014
2018-05-11 09:45:06,557 Grad is: min: -0.02614135481417179, max: 0.02574240230023861
2018-05-11 09:45:06,557 Target is: min: 0, max: 0
2018-05-11 09:45:06,557 --------------------------------------
2018-05-11 09:45:06,557 --------------------------------------
2018-05-11 09:45:06,557 Name is: layer2.2.conv2.weight
2018-05-11 09:45:06,558 Data is: min: -0.1743215024471283, max: 0.18186257779598236
2018-05-11 09:45:06,558 Grad is: min: -0.03180559724569321, max: 0.030720213428139687
2018-05-11 09:45:06,558 Target is: min: 0, max: 0
2018-05-11 09:45:06,558 --------------------------------------
2018-05-11 09:45:06,558 --------------------------------------
2018-05-11 09:45:06,558 Name is: layer2.2.bn2.weight
2018-05-11 09:45:06,559 Data is: min: 0.9992414116859436, max: 1.00070321559906
2018-05-11 09:45:06,559 Grad is: min: -0.019417373463511467, max: 0.019939765334129333
2018-05-11 09:45:06,559 Target is: min: 0, max: 0
2018-05-11 09:45:06,559 --------------------------------------
2018-05-11 09:45:06,559 --------------------------------------
2018-05-11 09:45:06,559 Name is: layer2.2.bn2.bias
2018-05-11 09:45:06,560 Data is: min: -0.0007462390931323171, max: 0.0007598827360197902
2018-05-11 09:45:06,560 Grad is: min: -0.017658647149801254, max: 0.014808716252446175
2018-05-11 09:45:06,560 Target is: min: 0, max: 0
2018-05-11 09:45:06,560 --------------------------------------
2018-05-11 09:45:06,560 --------------------------------------
2018-05-11 09:45:06,560 Name is: layer2.2.conv3.weight
2018-05-11 09:45:06,561 Data is: min: -0.2632313668727875, max: 0.2820092439651489
2018-05-11 09:45:06,561 Grad is: min: -0.0230585727840662, max: 0.02232833206653595
2018-05-11 09:45:06,561 Target is: min: 0, max: 0
2018-05-11 09:45:06,561 --------------------------------------
2018-05-11 09:45:06,561 --------------------------------------
2018-05-11 09:45:06,561 Name is: layer2.2.bn3.weight
2018-05-11 09:45:06,562 Data is: min: 0.9992523193359375, max: 1.0007370710372925
2018-05-11 09:45:06,562 Grad is: min: -0.010521458461880684, max: 0.009662898257374763
2018-05-11 09:45:06,562 Target is: min: 0, max: 0
2018-05-11 09:45:06,562 --------------------------------------
2018-05-11 09:45:06,562 --------------------------------------
2018-05-11 09:45:06,562 Name is: layer2.2.bn3.bias
2018-05-11 09:45:06,562 Data is: min: -0.0008496107766404748, max: 0.0008657737635076046
2018-05-11 09:45:06,563 Grad is: min: -0.005673580802977085, max: 0.005737265106290579
2018-05-11 09:45:06,563 Target is: min: 0, max: 0
2018-05-11 09:45:06,563 --------------------------------------
2018-05-11 09:45:06,563 --------------------------------------
2018-05-11 09:45:06,563 Name is: layer2.3.conv1.weight
2018-05-11 09:45:06,564 Data is: min: -0.5493347644805908, max: 0.5496998429298401
2018-05-11 09:45:06,564 Grad is: min: -0.011281582526862621, max: 0.01350418385118246
2018-05-11 09:45:06,564 Target is: min: 0, max: 0
2018-05-11 09:45:06,564 --------------------------------------
2018-05-11 09:45:06,564 --------------------------------------
2018-05-11 09:45:06,564 Name is: layer2.3.bn1.weight
2018-05-11 09:45:06,564 Data is: min: 0.9993057250976562, max: 1.0007134675979614
2018-05-11 09:45:06,565 Grad is: min: -0.017042329534888268, max: 0.015293947421014309
2018-05-11 09:45:06,565 Target is: min: 0, max: 0
2018-05-11 09:45:06,565 --------------------------------------
2018-05-11 09:45:06,565 --------------------------------------
2018-05-11 09:45:06,565 Name is: layer2.3.bn1.bias
2018-05-11 09:45:06,565 Data is: min: -0.0007436986197717488, max: 0.000786994700320065
2018-05-11 09:45:06,566 Grad is: min: -0.014515263959765434, max: 0.01524434331804514
2018-05-11 09:45:06,566 Target is: min: 0, max: 0
2018-05-11 09:45:06,566 --------------------------------------
2018-05-11 09:45:06,566 --------------------------------------
2018-05-11 09:45:06,566 Name is: layer2.3.conv2.weight
2018-05-11 09:45:06,566 Data is: min: -0.188095360994339, max: 0.17820146679878235
2018-05-11 09:45:06,567 Grad is: min: -0.022691357880830765, max: 0.0209045372903347
2018-05-11 09:45:06,567 Target is: min: 0, max: 0
2018-05-11 09:45:06,567 --------------------------------------
2018-05-11 09:45:06,567 --------------------------------------
2018-05-11 09:45:06,567 Name is: layer2.3.bn2.weight
2018-05-11 09:45:06,567 Data is: min: 0.99922776222229, max: 1.0007482767105103
2018-05-11 09:45:06,568 Grad is: min: -0.012382582761347294, max: 0.013248639181256294
2018-05-11 09:45:06,568 Target is: min: 0, max: 0
2018-05-11 09:45:06,568 --------------------------------------
2018-05-11 09:45:06,568 --------------------------------------
2018-05-11 09:45:06,568 Name is: layer2.3.bn2.bias
2018-05-11 09:45:06,568 Data is: min: -0.0007732863305136561, max: 0.000775753753259778
2018-05-11 09:45:06,569 Grad is: min: -0.010065296664834023, max: 0.010397076606750488
2018-05-11 09:45:06,569 Target is: min: 0, max: 0
2018-05-11 09:45:06,569 --------------------------------------
2018-05-11 09:45:06,569 --------------------------------------
2018-05-11 09:45:06,569 Name is: layer2.3.conv3.weight
2018-05-11 09:45:06,569 Data is: min: -0.3042575716972351, max: 0.27324017882347107
2018-05-11 09:45:06,570 Grad is: min: -0.017509285360574722, max: 0.01720101200044155
2018-05-11 09:45:06,570 Target is: min: 0, max: 0
2018-05-11 09:45:06,570 --------------------------------------
2018-05-11 09:45:06,570 --------------------------------------
2018-05-11 09:45:06,570 Name is: layer2.3.bn3.weight
2018-05-11 09:45:06,570 Data is: min: 0.9991552233695984, max: 1.0007736682891846
2018-05-11 09:45:06,570 Grad is: min: -0.007621952332556248, max: 0.0072105443105101585
2018-05-11 09:45:06,571 Target is: min: 0, max: 0
2018-05-11 09:45:06,571 --------------------------------------
2018-05-11 09:45:06,571 --------------------------------------
2018-05-11 09:45:06,571 Name is: layer2.3.bn3.bias
2018-05-11 09:45:06,571 Data is: min: -0.0007421803311444819, max: 0.000817927299067378
2018-05-11 09:45:06,571 Grad is: min: -0.003996475599706173, max: 0.003817482851445675
2018-05-11 09:45:06,572 Target is: min: 0, max: 0
2018-05-11 09:45:06,572 --------------------------------------
2018-05-11 09:45:06,572 --------------------------------------
2018-05-11 09:45:06,572 Name is: layer3.0.conv1.weight
2018-05-11 09:45:06,572 Data is: min: -0.4043424427509308, max: 0.36374661326408386
2018-05-11 09:45:06,572 Grad is: min: -0.01160154677927494, max: 0.011417904868721962
2018-05-11 09:45:06,573 Target is: min: 0, max: 0
2018-05-11 09:45:06,573 --------------------------------------
2018-05-11 09:45:06,573 --------------------------------------
2018-05-11 09:45:06,573 Name is: layer3.0.bn1.weight
2018-05-11 09:45:06,573 Data is: min: 0.9992336630821228, max: 1.0008047819137573
2018-05-11 09:45:06,573 Grad is: min: -0.011528066359460354, max: 0.01020297221839428
2018-05-11 09:45:06,574 Target is: min: 0, max: 0
2018-05-11 09:45:06,574 --------------------------------------
2018-05-11 09:45:06,574 --------------------------------------
2018-05-11 09:45:06,574 Name is: layer3.0.bn1.bias
2018-05-11 09:45:06,574 Data is: min: -0.0007414301508106291, max: 0.0007286808686330914
2018-05-11 09:45:06,574 Grad is: min: -0.010166654363274574, max: 0.008734218776226044
2018-05-11 09:45:06,574 Target is: min: 0, max: 0
2018-05-11 09:45:06,575 --------------------------------------
2018-05-11 09:45:06,575 --------------------------------------
2018-05-11 09:45:06,575 Name is: layer3.0.conv2.weight
2018-05-11 09:45:06,575 Data is: min: -0.13885465264320374, max: 0.1380639374256134
2018-05-11 09:45:06,575 Grad is: min: -0.015311062335968018, max: 0.016056792810559273
2018-05-11 09:45:06,576 Target is: min: 0, max: 0
2018-05-11 09:45:06,576 --------------------------------------
2018-05-11 09:45:06,576 --------------------------------------
2018-05-11 09:45:06,576 Name is: layer3.0.bn2.weight
2018-05-11 09:45:06,576 Data is: min: 0.9992754459381104, max: 1.0007445812225342
2018-05-11 09:45:06,576 Grad is: min: -0.01029208954423666, max: 0.012387678027153015
2018-05-11 09:45:06,577 Target is: min: 0, max: 0
2018-05-11 09:45:06,577 --------------------------------------
2018-05-11 09:45:06,577 --------------------------------------
2018-05-11 09:45:06,577 Name is: layer3.0.bn2.bias
2018-05-11 09:45:06,577 Data is: min: -0.0007751845987513661, max: 0.0008216917049139738
2018-05-11 09:45:06,577 Grad is: min: -0.007140082307159901, max: 0.008621850050985813
2018-05-11 09:45:06,577 Target is: min: 0, max: 0
2018-05-11 09:45:06,578 --------------------------------------
2018-05-11 09:45:06,578 --------------------------------------
2018-05-11 09:45:06,578 Name is: layer3.0.conv3.weight
2018-05-11 09:45:06,578 Data is: min: -0.19291836023330688, max: 0.20159082114696503
2018-05-11 09:45:06,578 Grad is: min: -0.012696278281509876, max: 0.012641542591154575
2018-05-11 09:45:06,578 Target is: min: 0, max: 0
2018-05-11 09:45:06,579 --------------------------------------
2018-05-11 09:45:06,579 --------------------------------------
2018-05-11 09:45:06,579 Name is: layer3.0.bn3.weight
2018-05-11 09:45:06,579 Data is: min: 0.999210774898529, max: 1.0008373260498047
2018-05-11 09:45:06,579 Grad is: min: -0.004989899694919586, max: 0.005398598033934832
2018-05-11 09:45:06,579 Target is: min: 0, max: 0
2018-05-11 09:45:06,580 --------------------------------------
2018-05-11 09:45:06,580 --------------------------------------
2018-05-11 09:45:06,580 Name is: layer3.0.bn3.bias
2018-05-11 09:45:06,580 Data is: min: -0.0007794105331413448, max: 0.0008710655965842307
2018-05-11 09:45:06,580 Grad is: min: -0.0044910963624715805, max: 0.0031147615518420935
2018-05-11 09:45:06,580 Target is: min: 0, max: 0
2018-05-11 09:45:06,581 --------------------------------------
2018-05-11 09:45:06,581 --------------------------------------
2018-05-11 09:45:06,581 Name is: layer3.0.downsample.0.weight
2018-05-11 09:45:06,581 Data is: min: -0.20352856814861298, max: 0.19722454249858856
2018-05-11 09:45:06,581 Grad is: min: -0.009327530860900879, max: 0.009179924614727497
2018-05-11 09:45:06,582 Target is: min: 0, max: 0
2018-05-11 09:45:06,582 --------------------------------------
2018-05-11 09:45:06,582 --------------------------------------
2018-05-11 09:45:06,582 Name is: layer3.0.downsample.1.weight
2018-05-11 09:45:06,582 Data is: min: 0.999194324016571, max: 1.000787377357483
2018-05-11 09:45:06,582 Grad is: min: -0.005016247741878033, max: 0.0055176266469061375
2018-05-11 09:45:06,582 Target is: min: 0, max: 0
2018-05-11 09:45:06,583 --------------------------------------
2018-05-11 09:45:06,583 --------------------------------------
2018-05-11 09:45:06,583 Name is: layer3.0.downsample.1.bias
2018-05-11 09:45:06,583 Data is: min: -0.0007794105331413448, max: 0.0008710655965842307
2018-05-11 09:45:06,583 Grad is: min: -0.0044910963624715805, max: 0.0031147615518420935
2018-05-11 09:45:06,583 Target is: min: 0, max: 0
2018-05-11 09:45:06,584 --------------------------------------
2018-05-11 09:45:06,584 --------------------------------------
2018-05-11 09:45:06,584 Name is: layer3.1.conv1.weight
2018-05-11 09:45:06,584 Data is: min: -0.453129380941391, max: 0.3761090934276581
2018-05-11 09:45:06,584 Grad is: min: -0.00611715717241168, max: 0.005727363750338554
2018-05-11 09:45:06,584 Target is: min: 0, max: 0
2018-05-11 09:45:06,585 --------------------------------------
2018-05-11 09:45:06,585 --------------------------------------
2018-05-11 09:45:06,585 Name is: layer3.1.bn1.weight
2018-05-11 09:45:06,585 Data is: min: 0.9991759061813354, max: 1.0007762908935547
2018-05-11 09:45:06,585 Grad is: min: -0.0068263825960457325, max: 0.00699526397511363
2018-05-11 09:45:06,585 Target is: min: 0, max: 0
2018-05-11 09:45:06,585 --------------------------------------
2018-05-11 09:45:06,586 --------------------------------------
2018-05-11 09:45:06,586 Name is: layer3.1.bn1.bias
2018-05-11 09:45:06,586 Data is: min: -0.0007613307680003345, max: 0.0008472702465951443
2018-05-11 09:45:06,586 Grad is: min: -0.00520799495279789, max: 0.007258332800120115
2018-05-11 09:45:06,586 Target is: min: 0, max: 0
2018-05-11 09:45:06,586 --------------------------------------
2018-05-11 09:45:06,587 --------------------------------------
2018-05-11 09:45:06,587 Name is: layer3.1.conv2.weight
2018-05-11 09:45:06,587 Data is: min: -0.13759665191173553, max: 0.13731412589550018
2018-05-11 09:45:06,587 Grad is: min: -0.012066747061908245, max: 0.010506228543817997
2018-05-11 09:45:06,587 Target is: min: 0, max: 0
2018-05-11 09:45:06,588 --------------------------------------
2018-05-11 09:45:06,588 --------------------------------------
2018-05-11 09:45:06,588 Name is: layer3.1.bn2.weight
2018-05-11 09:45:06,588 Data is: min: 0.9992638230323792, max: 1.0008200407028198
2018-05-11 09:45:06,588 Grad is: min: -0.005630222614854574, max: 0.005279111675918102
2018-05-11 09:45:06,588 Target is: min: 0, max: 0
2018-05-11 09:45:06,588 --------------------------------------
2018-05-11 09:45:06,589 --------------------------------------
2018-05-11 09:45:06,589 Name is: layer3.1.bn2.bias
2018-05-11 09:45:06,589 Data is: min: -0.0007687148754484951, max: 0.0008027973817661405
2018-05-11 09:45:06,589 Grad is: min: -0.0053537460044026375, max: 0.006991568487137556
2018-05-11 09:45:06,589 Target is: min: 0, max: 0
2018-05-11 09:45:06,589 --------------------------------------
2018-05-11 09:45:06,590 --------------------------------------
2018-05-11 09:45:06,590 Name is: layer3.1.conv3.weight
2018-05-11 09:45:06,590 Data is: min: -0.20940516889095306, max: 0.19658701121807098
2018-05-11 09:45:06,590 Grad is: min: -0.0077630323357880116, max: 0.010165308602154255
2018-05-11 09:45:06,590 Target is: min: 0, max: 0
2018-05-11 09:45:06,590 --------------------------------------
2018-05-11 09:45:06,591 --------------------------------------
2018-05-11 09:45:06,591 Name is: layer3.1.bn3.weight
2018-05-11 09:45:06,591 Data is: min: 0.9991633892059326, max: 1.0008138418197632
2018-05-11 09:45:06,591 Grad is: min: -0.0036294094752520323, max: 0.0036781933158636093
2018-05-11 09:45:06,591 Target is: min: 0, max: 0
2018-05-11 09:45:06,591 --------------------------------------
2018-05-11 09:45:06,592 --------------------------------------
2018-05-11 09:45:06,592 Name is: layer3.1.bn3.bias
2018-05-11 09:45:06,592 Data is: min: -0.0008193432004190981, max: 0.0008385577239096165
2018-05-11 09:45:06,592 Grad is: min: -0.0029174829833209515, max: 0.002410844201222062
2018-05-11 09:45:06,592 Target is: min: 0, max: 0
2018-05-11 09:45:06,592 --------------------------------------
2018-05-11 09:45:06,592 --------------------------------------
2018-05-11 09:45:06,593 Name is: layer3.2.conv1.weight
2018-05-11 09:45:06,593 Data is: min: -0.3976266384124756, max: 0.4381958842277527
2018-05-11 09:45:06,593 Grad is: min: -0.004317190032452345, max: 0.004663778468966484
2018-05-11 09:45:06,593 Target is: min: 0, max: 0
2018-05-11 09:45:06,593 --------------------------------------
2018-05-11 09:45:06,593 --------------------------------------
2018-05-11 09:45:06,594 Name is: layer3.2.bn1.weight
2018-05-11 09:45:06,594 Data is: min: 0.9992148876190186, max: 1.0008134841918945
2018-05-11 09:45:06,594 Grad is: min: -0.005963884759694338, max: 0.006954411510378122
2018-05-11 09:45:06,594 Target is: min: 0, max: 0
2018-05-11 09:45:06,594 --------------------------------------
2018-05-11 09:45:06,594 --------------------------------------
2018-05-11 09:45:06,595 Name is: layer3.2.bn1.bias
2018-05-11 09:45:06,595 Data is: min: -0.000757460540626198, max: 0.0008267730008810759
2018-05-11 09:45:06,595 Grad is: min: -0.004552226513624191, max: 0.0047936518676579
2018-05-11 09:45:06,595 Target is: min: 0, max: 0
2018-05-11 09:45:06,595 --------------------------------------
2018-05-11 09:45:06,595 --------------------------------------
2018-05-11 09:45:06,595 Name is: layer3.2.conv2.weight
2018-05-11 09:45:06,596 Data is: min: -0.13971728086471558, max: 0.133808434009552
2018-05-11 09:45:06,596 Grad is: min: -0.007889032363891602, max: 0.00843245629221201
2018-05-11 09:45:06,596 Target is: min: 0, max: 0
2018-05-11 09:45:06,596 --------------------------------------
2018-05-11 09:45:06,596 --------------------------------------
2018-05-11 09:45:06,597 Name is: layer3.2.bn2.weight
2018-05-11 09:45:06,597 Data is: min: 0.9992498755455017, max: 1.000815749168396
2018-05-11 09:45:06,597 Grad is: min: -0.004548966884613037, max: 0.0039937058463692665
2018-05-11 09:45:06,597 Target is: min: 0, max: 0
2018-05-11 09:45:06,597 --------------------------------------
2018-05-11 09:45:06,597 --------------------------------------
2018-05-11 09:45:06,597 Name is: layer3.2.bn2.bias
2018-05-11 09:45:06,598 Data is: min: -0.0008177372510544956, max: 0.0008210393716581166
2018-05-11 09:45:06,598 Grad is: min: -0.003743936773389578, max: 0.00396709656342864
2018-05-11 09:45:06,598 Target is: min: 0, max: 0
2018-05-11 09:45:06,598 --------------------------------------
2018-05-11 09:45:06,598 --------------------------------------
2018-05-11 09:45:06,598 Name is: layer3.2.conv3.weight
2018-05-11 09:45:06,599 Data is: min: -0.19862864911556244, max: 0.2171674221754074
2018-05-11 09:45:06,599 Grad is: min: -0.006675695534795523, max: 0.0063040005043148994
2018-05-11 09:45:06,599 Target is: min: 0, max: 0
2018-05-11 09:45:06,599 --------------------------------------
2018-05-11 09:45:06,599 --------------------------------------
2018-05-11 09:45:06,599 Name is: layer3.2.bn3.weight
2018-05-11 09:45:06,600 Data is: min: 0.9991492033004761, max: 1.0008639097213745
2018-05-11 09:45:06,600 Grad is: min: -0.0024729962460696697, max: 0.0021937470883131027
2018-05-11 09:45:06,600 Target is: min: 0, max: 0
2018-05-11 09:45:06,600 --------------------------------------
2018-05-11 09:45:06,600 --------------------------------------
2018-05-11 09:45:06,600 Name is: layer3.2.bn3.bias
2018-05-11 09:45:06,601 Data is: min: -0.0008333264268003404, max: 0.0008143385639414191
2018-05-11 09:45:06,601 Grad is: min: -0.002202581614255905, max: 0.001628083293326199
2018-05-11 09:45:06,601 Target is: min: 0, max: 0
2018-05-11 09:45:06,601 --------------------------------------
2018-05-11 09:45:06,601 --------------------------------------
2018-05-11 09:45:06,601 Name is: layer3.3.conv1.weight
2018-05-11 09:45:06,602 Data is: min: -0.3798868954181671, max: 0.4160982370376587
2018-05-11 09:45:06,602 Grad is: min: -0.0036153020337224007, max: 0.0034661400131881237
2018-05-11 09:45:06,602 Target is: min: 0, max: 0
2018-05-11 09:45:06,602 --------------------------------------
2018-05-11 09:45:06,602 --------------------------------------
2018-05-11 09:45:06,602 Name is: layer3.3.bn1.weight
2018-05-11 09:45:06,603 Data is: min: 0.9992613196372986, max: 1.000846028327942
2018-05-11 09:45:06,603 Grad is: min: -0.00435135280713439, max: 0.00455830292776227
2018-05-11 09:45:06,603 Target is: min: 0, max: 0
2018-05-11 09:45:06,603 --------------------------------------
2018-05-11 09:45:06,603 --------------------------------------
2018-05-11 09:45:06,603 Name is: layer3.3.bn1.bias
2018-05-11 09:45:06,604 Data is: min: -0.0007637485978193581, max: 0.0008245347999036312
2018-05-11 09:45:06,604 Grad is: min: -0.0038407747633755207, max: 0.004535846412181854
2018-05-11 09:45:06,604 Target is: min: 0, max: 0
2018-05-11 09:45:06,604 --------------------------------------
2018-05-11 09:45:06,604 --------------------------------------
2018-05-11 09:45:06,604 Name is: layer3.3.conv2.weight
2018-05-11 09:45:06,605 Data is: min: -0.13672396540641785, max: 0.14533720910549164
2018-05-11 09:45:06,605 Grad is: min: -0.00841794814914465, max: 0.006145019084215164
2018-05-11 09:45:06,605 Target is: min: 0, max: 0
2018-05-11 09:45:06,605 --------------------------------------
2018-05-11 09:45:06,605 --------------------------------------
2018-05-11 09:45:06,605 Name is: layer3.3.bn2.weight
2018-05-11 09:45:06,606 Data is: min: 0.9991938471794128, max: 1.00083327293396
2018-05-11 09:45:06,606 Grad is: min: -0.004032997414469719, max: 0.004340412560850382
2018-05-11 09:45:06,606 Target is: min: 0, max: 0
2018-05-11 09:45:06,606 --------------------------------------
2018-05-11 09:45:06,606 --------------------------------------
2018-05-11 09:45:06,606 Name is: layer3.3.bn2.bias
2018-05-11 09:45:06,607 Data is: min: -0.0008055884973146021, max: 0.0008158550481311977
2018-05-11 09:45:06,607 Grad is: min: -0.0031301111448556185, max: 0.0032667946070432663
2018-05-11 09:45:06,607 Target is: min: 0, max: 0
2018-05-11 09:45:06,607 --------------------------------------
2018-05-11 09:45:06,607 --------------------------------------
2018-05-11 09:45:06,607 Name is: layer3.3.conv3.weight
2018-05-11 09:45:06,608 Data is: min: -0.20298650860786438, max: 0.19381670653820038
2018-05-11 09:45:06,608 Grad is: min: -0.004696364980190992, max: 0.005224186461418867
2018-05-11 09:45:06,608 Target is: min: 0, max: 0
2018-05-11 09:45:06,608 --------------------------------------
2018-05-11 09:45:06,608 --------------------------------------
2018-05-11 09:45:06,608 Name is: layer3.3.bn3.weight
2018-05-11 09:45:06,609 Data is: min: 0.9991592764854431, max: 1.000817060470581
2018-05-11 09:45:06,609 Grad is: min: -0.001896946458145976, max: 0.001972650410607457
2018-05-11 09:45:06,609 Target is: min: 0, max: 0
2018-05-11 09:45:06,609 --------------------------------------
2018-05-11 09:45:06,609 --------------------------------------
2018-05-11 09:45:06,609 Name is: layer3.3.bn3.bias
2018-05-11 09:45:06,610 Data is: min: -0.0008389817667193711, max: 0.0008110368507914245
2018-05-11 09:45:06,610 Grad is: min: -0.0011756003368645906, max: 0.001169966533780098
2018-05-11 09:45:06,610 Target is: min: 0, max: 0
2018-05-11 09:45:06,610 --------------------------------------
2018-05-11 09:45:06,610 --------------------------------------
2018-05-11 09:45:06,610 Name is: layer3.4.conv1.weight
2018-05-11 09:45:06,611 Data is: min: -0.3866266906261444, max: 0.3830084502696991
2018-05-11 09:45:06,611 Grad is: min: -0.002592182718217373, max: 0.0027443033177405596
2018-05-11 09:45:06,611 Target is: min: 0, max: 0
2018-05-11 09:45:06,611 --------------------------------------
2018-05-11 09:45:06,611 --------------------------------------
2018-05-11 09:45:06,611 Name is: layer3.4.bn1.weight
2018-05-11 09:45:06,612 Data is: min: 0.9992139935493469, max: 1.000810146331787
2018-05-11 09:45:06,612 Grad is: min: -0.003018246730789542, max: 0.004594607278704643
2018-05-11 09:45:06,612 Target is: min: 0, max: 0
2018-05-11 09:45:06,612 --------------------------------------
2018-05-11 09:45:06,612 --------------------------------------
2018-05-11 09:45:06,612 Name is: layer3.4.bn1.bias
2018-05-11 09:45:06,612 Data is: min: -0.0007865977240726352, max: 0.0008121619466692209
2018-05-11 09:45:06,613 Grad is: min: -0.0028340923599898815, max: 0.0028123154770582914
2018-05-11 09:45:06,613 Target is: min: 0, max: 0
2018-05-11 09:45:06,613 --------------------------------------
2018-05-11 09:45:06,613 --------------------------------------
2018-05-11 09:45:06,613 Name is: layer3.4.conv2.weight
2018-05-11 09:45:06,613 Data is: min: -0.13089300692081451, max: 0.1511799544095993
2018-05-11 09:45:06,614 Grad is: min: -0.0050304001197218895, max: 0.00539660919457674
2018-05-11 09:45:06,614 Target is: min: 0, max: 0
2018-05-11 09:45:06,614 --------------------------------------
2018-05-11 09:45:06,614 --------------------------------------
2018-05-11 09:45:06,614 Name is: layer3.4.bn2.weight
2018-05-11 09:45:06,615 Data is: min: 0.9992003440856934, max: 1.0008063316345215
2018-05-11 09:45:06,619 Grad is: min: -0.004031923599541187, max: 0.003250966314226389
2018-05-11 09:45:06,619 Target is: min: 0, max: 0
2018-05-11 09:45:06,619 --------------------------------------
2018-05-11 09:45:06,619 --------------------------------------
2018-05-11 09:45:06,619 Name is: layer3.4.bn2.bias
2018-05-11 09:45:06,619 Data is: min: -0.0007968473364599049, max: 0.0008394313626922667
2018-05-11 09:45:06,620 Grad is: min: -0.0029040442313998938, max: 0.002638997044414282
2018-05-11 09:45:06,620 Target is: min: 0, max: 0
2018-05-11 09:45:06,620 --------------------------------------
2018-05-11 09:45:06,620 --------------------------------------
2018-05-11 09:45:06,620 Name is: layer3.4.conv3.weight
2018-05-11 09:45:06,620 Data is: min: -0.2077464461326599, max: 0.20319749414920807
2018-05-11 09:45:06,621 Grad is: min: -0.0036653538700193167, max: 0.0038410290144383907
2018-05-11 09:45:06,621 Target is: min: 0, max: 0
2018-05-11 09:45:06,621 --------------------------------------
2018-05-11 09:45:06,621 --------------------------------------
2018-05-11 09:45:06,621 Name is: layer3.4.bn3.weight
2018-05-11 09:45:06,621 Data is: min: 0.9991874694824219, max: 1.0008363723754883
2018-05-11 09:45:06,622 Grad is: min: -0.0017093911301344633, max: 0.0015339326346293092
2018-05-11 09:45:06,622 Target is: min: 0, max: 0
2018-05-11 09:45:06,622 --------------------------------------
2018-05-11 09:45:06,622 --------------------------------------
2018-05-11 09:45:06,622 Name is: layer3.4.bn3.bias
2018-05-11 09:45:06,622 Data is: min: -0.0008346952381543815, max: 0.0008415682823397219
2018-05-11 09:45:06,623 Grad is: min: -0.0008715959847904742, max: 0.0009370677289552987
2018-05-11 09:45:06,623 Target is: min: 0, max: 0
2018-05-11 09:45:06,623 --------------------------------------
2018-05-11 09:45:06,623 --------------------------------------
2018-05-11 09:45:06,623 Name is: layer3.5.conv1.weight
2018-05-11 09:45:06,623 Data is: min: -0.4037564992904663, max: 0.4351561963558197
2018-05-11 09:45:06,624 Grad is: min: -0.0020318280439823866, max: 0.0022097828332334757
2018-05-11 09:45:06,624 Target is: min: 0, max: 0
2018-05-11 09:45:06,624 --------------------------------------
2018-05-11 09:45:06,624 --------------------------------------
2018-05-11 09:45:06,624 Name is: layer3.5.bn1.weight
2018-05-11 09:45:06,625 Data is: min: 0.9991618990898132, max: 1.0007978677749634
2018-05-11 09:45:06,626 Grad is: min: -0.002690213033929467, max: 0.002872043987736106
2018-05-11 09:45:06,626 Target is: min: 0, max: 0
2018-05-11 09:45:06,626 --------------------------------------
2018-05-11 09:45:06,627 --------------------------------------
2018-05-11 09:45:06,627 Name is: layer3.5.bn1.bias
2018-05-11 09:45:06,628 Data is: min: -0.0008437299984507263, max: 0.000780639355070889
2018-05-11 09:45:06,628 Grad is: min: -0.0027156309224665165, max: 0.0024411554913967848
2018-05-11 09:45:06,629 Target is: min: 0, max: 0
2018-05-11 09:45:06,629 --------------------------------------
2018-05-11 09:45:06,629 --------------------------------------
2018-05-11 09:45:06,629 Name is: layer3.5.conv2.weight
2018-05-11 09:45:06,630 Data is: min: -0.13900621235370636, max: 0.14115191996097565
2018-05-11 09:45:06,631 Grad is: min: -0.0043036481365561485, max: 0.004266243427991867
2018-05-11 09:45:06,631 Target is: min: 0, max: 0
2018-05-11 09:45:06,631 --------------------------------------
2018-05-11 09:45:06,632 --------------------------------------
2018-05-11 09:45:06,632 Name is: layer3.5.bn2.weight
2018-05-11 09:45:06,632 Data is: min: 0.9992353916168213, max: 1.000875473022461
2018-05-11 09:45:06,633 Grad is: min: -0.0028758568223565817, max: 0.0030238793697208166
2018-05-11 09:45:06,634 Target is: min: 0, max: 0
2018-05-11 09:45:06,634 --------------------------------------
2018-05-11 09:45:06,634 --------------------------------------
2018-05-11 09:45:06,634 Name is: layer3.5.bn2.bias
2018-05-11 09:45:06,634 Data is: min: -0.0007547938148491085, max: 0.0008812048472464085
2018-05-11 09:45:06,635 Grad is: min: -0.0021702039521187544, max: 0.0019425494829192758
2018-05-11 09:45:06,635 Target is: min: 0, max: 0
2018-05-11 09:45:06,636 --------------------------------------
2018-05-11 09:45:06,636 --------------------------------------
2018-05-11 09:45:06,636 Name is: layer3.5.conv3.weight
2018-05-11 09:45:06,637 Data is: min: -0.20547276735305786, max: 0.20073425769805908
2018-05-11 09:45:06,637 Grad is: min: -0.003462839173153043, max: 0.0032131897751241922
2018-05-11 09:45:06,638 Target is: min: 0, max: 0
2018-05-11 09:45:06,638 --------------------------------------
2018-05-11 09:45:06,638 --------------------------------------
2018-05-11 09:45:06,638 Name is: layer3.5.bn3.weight
2018-05-11 09:45:06,638 Data is: min: 0.9991334080696106, max: 1.0008431673049927
2018-05-11 09:45:06,639 Grad is: min: -0.0013745699543505907, max: 0.0016129662981256843
2018-05-11 09:45:06,639 Target is: min: 0, max: 0
2018-05-11 09:45:06,639 --------------------------------------
2018-05-11 09:45:06,639 --------------------------------------
2018-05-11 09:45:06,640 Name is: layer3.5.bn3.bias
2018-05-11 09:45:06,640 Data is: min: -0.0008542065043002367, max: 0.0008570979116484523
2018-05-11 09:45:06,640 Grad is: min: -0.0006293453043326735, max: 0.0005892483168281615
2018-05-11 09:45:06,641 Target is: min: 0, max: 0
2018-05-11 09:45:06,641 --------------------------------------
2018-05-11 09:45:06,641 --------------------------------------
2018-05-11 09:45:06,641 Name is: layer4.0.conv1.weight
2018-05-11 09:45:06,642 Data is: min: -0.276796817779541, max: 0.2798164188861847
2018-05-11 09:45:06,642 Grad is: min: -0.002989770844578743, max: 0.0023328217212110758
2018-05-11 09:45:06,642 Target is: min: 0, max: 0
2018-05-11 09:45:06,642 --------------------------------------
2018-05-11 09:45:06,643 --------------------------------------
2018-05-11 09:45:06,643 Name is: layer4.0.bn1.weight
2018-05-11 09:45:06,643 Data is: min: 0.9991334080696106, max: 1.000842809677124
2018-05-11 09:45:06,644 Grad is: min: -0.001962068723514676, max: 0.0024973591789603233
2018-05-11 09:45:06,644 Target is: min: 0, max: 0
2018-05-11 09:45:06,644 --------------------------------------
2018-05-11 09:45:06,645 --------------------------------------
2018-05-11 09:45:06,645 Name is: layer4.0.bn1.bias
2018-05-11 09:45:06,645 Data is: min: -0.0008327529649250209, max: 0.0008756352472119033
2018-05-11 09:45:06,646 Grad is: min: -0.0021888925693929195, max: 0.001968944910913706
2018-05-11 09:45:06,646 Target is: min: 0, max: 0
2018-05-11 09:45:06,646 --------------------------------------
2018-05-11 09:45:06,646 --------------------------------------
2018-05-11 09:45:06,646 Name is: layer4.0.conv2.weight
2018-05-11 09:45:06,647 Data is: min: -0.1045798733830452, max: 0.10676172375679016
2018-05-11 09:45:06,647 Grad is: min: -0.005302620120346546, max: 0.004188713617622852
2018-05-11 09:45:06,648 Target is: min: 0, max: 0
2018-05-11 09:45:06,648 --------------------------------------
2018-05-11 09:45:06,648 --------------------------------------
2018-05-11 09:45:06,648 Name is: layer4.0.bn2.weight
2018-05-11 09:45:06,649 Data is: min: 0.9991345405578613, max: 1.0008671283721924
2018-05-11 09:45:06,649 Grad is: min: -0.0022323878947645426, max: 0.0024429885670542717
2018-05-11 09:45:06,649 Target is: min: 0, max: 0
2018-05-11 09:45:06,649 --------------------------------------
2018-05-11 09:45:06,649 --------------------------------------
2018-05-11 09:45:06,650 Name is: layer4.0.bn2.bias
2018-05-11 09:45:06,650 Data is: min: -0.0008616296690888703, max: 0.0008847194840200245
2018-05-11 09:45:06,650 Grad is: min: -0.0018955443520098925, max: 0.0021856199018657207
2018-05-11 09:45:06,651 Target is: min: 0, max: 0
2018-05-11 09:45:06,651 --------------------------------------
2018-05-11 09:45:06,651 --------------------------------------
2018-05-11 09:45:06,651 Name is: layer4.0.conv3.weight
2018-05-11 09:45:06,652 Data is: min: -0.15784627199172974, max: 0.1575363427400589
2018-05-11 09:45:06,652 Grad is: min: -0.0036300490610301495, max: 0.0044370838440954685
2018-05-11 09:45:06,652 Target is: min: 0, max: 0
2018-05-11 09:45:06,653 --------------------------------------
2018-05-11 09:45:06,653 --------------------------------------
2018-05-11 09:45:06,653 Name is: layer4.0.bn3.weight
2018-05-11 09:45:06,653 Data is: min: 0.999104380607605, max: 1.0009067058563232
2018-05-11 09:45:06,654 Grad is: min: -0.004197456408292055, max: 0.0025465008802711964
2018-05-11 09:45:06,654 Target is: min: 0, max: 0
2018-05-11 09:45:06,654 --------------------------------------
2018-05-11 09:45:06,654 --------------------------------------
2018-05-11 09:45:06,654 Name is: layer4.0.bn3.bias
2018-05-11 09:45:06,655 Data is: min: -0.0008948452305048704, max: 0.0009064498590305448
2018-05-11 09:45:06,655 Grad is: min: -0.005214795935899019, max: 0.004158543888479471
2018-05-11 09:45:06,655 Target is: min: 0, max: 0
2018-05-11 09:45:06,656 --------------------------------------
2018-05-11 09:45:06,656 --------------------------------------
2018-05-11 09:45:06,656 Name is: layer4.0.downsample.0.weight
2018-05-11 09:45:06,657 Data is: min: -0.15010054409503937, max: 0.17927893996238708
2018-05-11 09:45:06,657 Grad is: min: -0.0031041200272738934, max: 0.002931324765086174
2018-05-11 09:45:06,657 Target is: min: 0, max: 0
2018-05-11 09:45:06,657 --------------------------------------
2018-05-11 09:45:06,658 --------------------------------------
2018-05-11 09:45:06,658 Name is: layer4.0.downsample.1.weight
2018-05-11 09:45:06,658 Data is: min: 0.9991044402122498, max: 1.0009028911590576
2018-05-11 09:45:06,659 Grad is: min: -0.004075059667229652, max: 0.002598387887701392
2018-05-11 09:45:06,659 Target is: min: 0, max: 0
2018-05-11 09:45:06,659 --------------------------------------
2018-05-11 09:45:06,659 --------------------------------------
2018-05-11 09:45:06,659 Name is: layer4.0.downsample.1.bias
2018-05-11 09:45:06,660 Data is: min: -0.0008948452305048704, max: 0.0009064498590305448
2018-05-11 09:45:06,660 Grad is: min: -0.005214795935899019, max: 0.004158543888479471
2018-05-11 09:45:06,660 Target is: min: 0, max: 0
2018-05-11 09:45:06,660 --------------------------------------
2018-05-11 09:45:06,661 --------------------------------------
2018-05-11 09:45:06,661 Name is: layer4.1.conv1.weight
2018-05-11 09:45:06,662 Data is: min: -0.30674129724502563, max: 0.3031732141971588
2018-05-11 09:45:06,662 Grad is: min: -0.001412344048731029, max: 0.0013663970166817307
2018-05-11 09:45:06,662 Target is: min: 0, max: 0
2018-05-11 09:45:06,662 --------------------------------------
2018-05-11 09:45:06,663 --------------------------------------
2018-05-11 09:45:06,663 Name is: layer4.1.bn1.weight
2018-05-11 09:45:06,663 Data is: min: 0.9991343021392822, max: 1.000828504562378
2018-05-11 09:45:06,664 Grad is: min: -0.0020595777314156294, max: 0.0020611719228327274
2018-05-11 09:45:06,664 Target is: min: 0, max: 0
2018-05-11 09:45:06,664 --------------------------------------
2018-05-11 09:45:06,665 --------------------------------------
2018-05-11 09:45:06,665 Name is: layer4.1.bn1.bias
2018-05-11 09:45:06,665 Data is: min: -0.000831533398013562, max: 0.000860063242726028
2018-05-11 09:45:06,665 Grad is: min: -0.0019256030209362507, max: 0.0018964199116453528
2018-05-11 09:45:06,666 Target is: min: 0, max: 0
2018-05-11 09:45:06,666 --------------------------------------
2018-05-11 09:45:06,666 --------------------------------------
2018-05-11 09:45:06,666 Name is: layer4.1.conv2.weight
2018-05-11 09:45:06,666 Data is: min: -0.10291076451539993, max: 0.1100504919886589
2018-05-11 09:45:06,667 Grad is: min: -0.0035634860396385193, max: 0.003504145657643676
2018-05-11 09:45:06,667 Target is: min: 0, max: 0
2018-05-11 09:45:06,667 --------------------------------------
2018-05-11 09:45:06,667 --------------------------------------
2018-05-11 09:45:06,667 Name is: layer4.1.bn2.weight
2018-05-11 09:45:06,668 Data is: min: 0.9991277456283569, max: 1.000877022743225
2018-05-11 09:45:06,668 Grad is: min: -0.001963621936738491, max: 0.0016561027150601149
2018-05-11 09:45:06,668 Target is: min: 0, max: 0
2018-05-11 09:45:06,668 --------------------------------------
2018-05-11 09:45:06,668 --------------------------------------
2018-05-11 09:45:06,668 Name is: layer4.1.bn2.bias
2018-05-11 09:45:06,669 Data is: min: -0.000886752619408071, max: 0.0008965759770944715
2018-05-11 09:45:06,669 Grad is: min: -0.0016414328711107373, max: 0.0016740368446335196
2018-05-11 09:45:06,669 Target is: min: 0, max: 0
2018-05-11 09:45:06,669 --------------------------------------
2018-05-11 09:45:06,669 --------------------------------------
2018-05-11 09:45:06,669 Name is: layer4.1.conv3.weight
2018-05-11 09:45:06,670 Data is: min: -0.15318071842193604, max: 0.15441328287124634
2018-05-11 09:45:06,670 Grad is: min: -0.0031882342882454395, max: 0.003322809934616089
2018-05-11 09:45:06,670 Target is: min: 0, max: 0
2018-05-11 09:45:06,670 --------------------------------------
2018-05-11 09:45:06,670 --------------------------------------
2018-05-11 09:45:06,670 Name is: layer4.1.bn3.weight
2018-05-11 09:45:06,671 Data is: min: 0.9991041421890259, max: 1.0009026527404785
2018-05-11 09:45:06,671 Grad is: min: -0.004431949462741613, max: 0.003024992998689413
2018-05-11 09:45:06,671 Target is: min: 0, max: 0
2018-05-11 09:45:06,671 --------------------------------------
2018-05-11 09:45:06,671 --------------------------------------
2018-05-11 09:45:06,671 Name is: layer4.1.bn3.bias
2018-05-11 09:45:06,672 Data is: min: -0.0008928119787015021, max: 0.0009045156184583902
2018-05-11 09:45:06,672 Grad is: min: -0.006716005504131317, max: 0.005674139130860567
2018-05-11 09:45:06,672 Target is: min: 0, max: 0
2018-05-11 09:45:06,672 --------------------------------------
2018-05-11 09:45:06,672 --------------------------------------
2018-05-11 09:45:06,672 Name is: layer4.2.conv1.weight
2018-05-11 09:45:06,673 Data is: min: -0.3047786355018616, max: 0.3206549286842346
2018-05-11 09:45:06,673 Grad is: min: -0.001160891610197723, max: 0.0010031511774286628
2018-05-11 09:45:06,673 Target is: min: 0, max: 0
2018-05-11 09:45:06,673 --------------------------------------
2018-05-11 09:45:06,673 --------------------------------------
2018-05-11 09:45:06,674 Name is: layer4.2.bn1.weight
2018-05-11 09:45:06,674 Data is: min: 0.9991406798362732, max: 1.0008785724639893
2018-05-11 09:45:06,674 Grad is: min: -0.0013710107887163758, max: 0.0013590191956609488
2018-05-11 09:45:06,674 Target is: min: 0, max: 0
2018-05-11 09:45:06,674 --------------------------------------
2018-05-11 09:45:06,674 --------------------------------------
2018-05-11 09:45:06,675 Name is: layer4.2.bn1.bias
2018-05-11 09:45:06,675 Data is: min: -0.0008392317686229944, max: 0.0008636690326966345
2018-05-11 09:45:06,675 Grad is: min: -0.00122014619410038, max: 0.0010898142354562879
2018-05-11 09:45:06,675 Target is: min: 0, max: 0
2018-05-11 09:45:06,675 --------------------------------------
2018-05-11 09:45:06,675 --------------------------------------
2018-05-11 09:45:06,675 Name is: layer4.2.conv2.weight
2018-05-11 09:45:06,676 Data is: min: -0.1076127290725708, max: 0.10290803760290146
2018-05-11 09:45:06,676 Grad is: min: -0.002785222139209509, max: 0.0028797476552426815
2018-05-11 09:45:06,676 Target is: min: 0, max: 0
2018-05-11 09:45:06,677 --------------------------------------
2018-05-11 09:45:06,677 --------------------------------------
2018-05-11 09:45:06,677 Name is: layer4.2.bn2.weight
2018-05-11 09:45:06,677 Data is: min: 0.9991217255592346, max: 1.0008825063705444
2018-05-11 09:45:06,677 Grad is: min: -0.0016348614590242505, max: 0.0014358070911839604
2018-05-11 09:45:06,677 Target is: min: 0, max: 0
2018-05-11 09:45:06,678 --------------------------------------
2018-05-11 09:45:06,678 --------------------------------------
2018-05-11 09:45:06,678 Name is: layer4.2.bn2.bias
2018-05-11 09:45:06,678 Data is: min: -0.000878911348991096, max: 0.0008853506296873093
2018-05-11 09:45:06,678 Grad is: min: -0.0015044647734612226, max: 0.0010787703795358539
2018-05-11 09:45:06,678 Target is: min: 0, max: 0
2018-05-11 09:45:06,678 --------------------------------------
2018-05-11 09:45:06,679 --------------------------------------
2018-05-11 09:45:06,679 Name is: layer4.2.conv3.weight
2018-05-11 09:45:06,679 Data is: min: -0.161855086684227, max: 0.1556614637374878
2018-05-11 09:45:06,679 Grad is: min: -0.002281179651618004, max: 0.0030755093321204185
2018-05-11 09:45:06,680 Target is: min: 0, max: 0
2018-05-11 09:45:06,680 --------------------------------------
2018-05-11 09:45:06,680 --------------------------------------
2018-05-11 09:45:06,680 Name is: layer4.2.bn3.weight
2018-05-11 09:45:06,680 Data is: min: 0.9991115927696228, max: 1.0009078979492188
2018-05-11 09:45:06,680 Grad is: min: -0.003842914244160056, max: 0.0025059240870177746
2018-05-11 09:45:06,681 Target is: min: 0, max: 0
2018-05-11 09:45:06,681 --------------------------------------
2018-05-11 09:45:06,681 --------------------------------------
2018-05-11 09:45:06,681 Name is: layer4.2.bn3.bias
2018-05-11 09:45:06,681 Data is: min: -0.0008904551505111158, max: 0.0009069826337508857
2018-05-11 09:45:06,681 Grad is: min: -0.008383086882531643, max: 0.007658497430384159
2018-05-11 09:45:06,682 Target is: min: 0, max: 0
2018-05-11 09:45:06,682 --------------------------------------
2018-05-11 09:45:06,682 --------------------------------------
2018-05-11 09:45:06,682 Name is: fc.weight
2018-05-11 09:45:06,682 Data is: min: -0.022989824414253235, max: 0.022977100685238838
2018-05-11 09:45:06,682 Grad is: min: -0.6057536602020264, max: 0.012159967795014381
2018-05-11 09:45:06,683 Target is: min: 0, max: 0
2018-05-11 09:45:06,683 --------------------------------------
2018-05-11 09:45:06,683 --------------------------------------
2018-05-11 09:45:06,683 Name is: fc.bias
2018-05-11 09:45:06,683 Data is: min: -0.02219102904200554, max: 0.02114417962729931
2018-05-11 09:45:06,683 Grad is: min: -0.4423883855342865, max: 0.008105147629976273
2018-05-11 09:45:06,684 Target is: min: 0, max: 0
2018-05-11 09:45:06,684 --------------------------------------
2018-05-11 09:45:06,684 -- RUNNING_LOSS: 0.5887367725372314
2018-05-11 09:45:06,684 -- ITERATION: 9
2018-05-11 09:45:06,762 --------------------------------------
2018-05-11 09:45:06,763 Name is: conv1.weight
2018-05-11 09:45:06,763 Data is: min: -0.10917108505964279, max: 0.09902035444974899
2018-05-11 09:45:06,763 Grad is: min: -2.3258440494537354, max: 2.7835371494293213
2018-05-11 09:45:06,764 Target is: min: 0, max: 0
2018-05-11 09:45:06,764 --------------------------------------
2018-05-11 09:45:06,764 --------------------------------------
2018-05-11 09:45:06,764 Name is: bn1.weight
2018-05-11 09:45:06,764 Data is: min: 0.9993891716003418, max: 1.0005745887756348
2018-05-11 09:45:06,765 Grad is: min: -0.2273930460214615, max: 0.14861570298671722
2018-05-11 09:45:06,765 Target is: min: 0, max: 0
2018-05-11 09:45:06,765 --------------------------------------
2018-05-11 09:45:06,765 --------------------------------------
2018-05-11 09:45:06,765 Name is: bn1.bias
2018-05-11 09:45:06,765 Data is: min: -0.000582550244871527, max: 0.0005941339186392725
2018-05-11 09:45:06,766 Grad is: min: -0.11782282590866089, max: 0.11302366852760315
2018-05-11 09:45:06,766 Target is: min: 0, max: 0
2018-05-11 09:45:06,766 --------------------------------------
2018-05-11 09:45:06,766 --------------------------------------
2018-05-11 09:45:06,766 Name is: layer1.0.conv1.weight
2018-05-11 09:45:06,767 Data is: min: -0.6506207585334778, max: 0.5569078922271729
2018-05-11 09:45:06,767 Grad is: min: -0.3658068776130676, max: 0.23028609156608582
2018-05-11 09:45:06,767 Target is: min: 0, max: 0
2018-05-11 09:45:06,767 --------------------------------------
2018-05-11 09:45:06,768 --------------------------------------
2018-05-11 09:45:06,768 Name is: layer1.0.bn1.weight
2018-05-11 09:45:06,768 Data is: min: 0.9992696642875671, max: 1.0007246732711792
2018-05-11 09:45:06,768 Grad is: min: -0.1580025851726532, max: 0.14409233629703522
2018-05-11 09:45:06,769 Target is: min: 0, max: 0
2018-05-11 09:45:06,769 --------------------------------------
2018-05-11 09:45:06,769 --------------------------------------
2018-05-11 09:45:06,769 Name is: layer1.0.bn1.bias
2018-05-11 09:45:06,769 Data is: min: -0.0007180992397479713, max: 0.0006202520453371108
2018-05-11 09:45:06,770 Grad is: min: -0.11386103928089142, max: 0.12018893659114838
2018-05-11 09:45:06,770 Target is: min: 0, max: 0
2018-05-11 09:45:06,770 --------------------------------------
2018-05-11 09:45:06,770 --------------------------------------
2018-05-11 09:45:06,770 Name is: layer1.0.conv2.weight
2018-05-11 09:45:06,770 Data is: min: -0.2384262979030609, max: 0.21655015647411346
2018-05-11 09:45:06,771 Grad is: min: -0.20969757437705994, max: 0.19717946648597717
2018-05-11 09:45:06,771 Target is: min: 0, max: 0
2018-05-11 09:45:06,771 --------------------------------------
2018-05-11 09:45:06,771 --------------------------------------
2018-05-11 09:45:06,771 Name is: layer1.0.bn2.weight
2018-05-11 09:45:06,772 Data is: min: 0.9992701411247253, max: 1.0008342266082764
2018-05-11 09:45:06,772 Grad is: min: -0.08973675221204758, max: 0.11669700592756271
2018-05-11 09:45:06,772 Target is: min: 0, max: 0
2018-05-11 09:45:06,772 --------------------------------------
2018-05-11 09:45:06,772 --------------------------------------
2018-05-11 09:45:06,772 Name is: layer1.0.bn2.bias
2018-05-11 09:45:06,773 Data is: min: -0.000711932429112494, max: 0.0007274062372744083
2018-05-11 09:45:06,773 Grad is: min: -0.08275233209133148, max: 0.10399627685546875
2018-05-11 09:45:06,773 Target is: min: 0, max: 0
2018-05-11 09:45:06,773 --------------------------------------
2018-05-11 09:45:06,773 --------------------------------------
2018-05-11 09:45:06,774 Name is: layer1.0.conv3.weight
2018-05-11 09:45:06,774 Data is: min: -0.34055057168006897, max: 0.3544464409351349
2018-05-11 09:45:06,774 Grad is: min: -0.14549505710601807, max: 0.14023008942604065
2018-05-11 09:45:06,774 Target is: min: 0, max: 0
2018-05-11 09:45:06,775 --------------------------------------
2018-05-11 09:45:06,775 --------------------------------------
2018-05-11 09:45:06,775 Name is: layer1.0.bn3.weight
2018-05-11 09:45:06,775 Data is: min: 0.9991393685340881, max: 1.0008002519607544
2018-05-11 09:45:06,775 Grad is: min: -0.033348292112350464, max: 0.050377313047647476
2018-05-11 09:45:06,776 Target is: min: 0, max: 0
2018-05-11 09:45:06,776 --------------------------------------
2018-05-11 09:45:06,776 --------------------------------------
2018-05-11 09:45:06,776 Name is: layer1.0.bn3.bias
2018-05-11 09:45:06,776 Data is: min: -0.0008260055910795927, max: 0.0007360510062426329
2018-05-11 09:45:06,777 Grad is: min: -0.03552696853876114, max: 0.03622110188007355
2018-05-11 09:45:06,777 Target is: min: 0, max: 0
2018-05-11 09:45:06,777 --------------------------------------
2018-05-11 09:45:06,777 --------------------------------------
2018-05-11 09:45:06,777 Name is: layer1.0.downsample.0.weight
2018-05-11 09:45:06,777 Data is: min: -0.36235174536705017, max: 0.35223618149757385
2018-05-11 09:45:06,778 Grad is: min: -0.1316700428724289, max: 0.130235493183136
2018-05-11 09:45:06,778 Target is: min: 0, max: 0
2018-05-11 09:45:06,778 --------------------------------------
2018-05-11 09:45:06,778 --------------------------------------
2018-05-11 09:45:06,778 Name is: layer1.0.downsample.1.weight
2018-05-11 09:45:06,779 Data is: min: 0.9992523193359375, max: 1.0007938146591187
2018-05-11 09:45:06,779 Grad is: min: -0.04774551838636398, max: 0.04063991457223892
2018-05-11 09:45:06,779 Target is: min: 0, max: 0
2018-05-11 09:45:06,779 --------------------------------------
2018-05-11 09:45:06,779 --------------------------------------
2018-05-11 09:45:06,779 Name is: layer1.0.downsample.1.bias
2018-05-11 09:45:06,780 Data is: min: -0.0008260055910795927, max: 0.0007360510062426329
2018-05-11 09:45:06,780 Grad is: min: -0.03552696853876114, max: 0.03622110188007355
2018-05-11 09:45:06,780 Target is: min: 0, max: 0
2018-05-11 09:45:06,780 --------------------------------------
2018-05-11 09:45:06,780 --------------------------------------
2018-05-11 09:45:06,781 Name is: layer1.1.conv1.weight
2018-05-11 09:45:06,781 Data is: min: -0.7394953370094299, max: 0.686907172203064
2018-05-11 09:45:06,781 Grad is: min: -0.05210544541478157, max: 0.05610305815935135
2018-05-11 09:45:06,781 Target is: min: 0, max: 0
2018-05-11 09:45:06,781 --------------------------------------
2018-05-11 09:45:06,782 --------------------------------------
2018-05-11 09:45:06,782 Name is: layer1.1.bn1.weight
2018-05-11 09:45:06,782 Data is: min: 0.999234676361084, max: 1.0007742643356323
2018-05-11 09:45:06,782 Grad is: min: -0.06117832288146019, max: 0.05814048647880554
2018-05-11 09:45:06,783 Target is: min: 0, max: 0
2018-05-11 09:45:06,783 --------------------------------------
2018-05-11 09:45:06,783 --------------------------------------
2018-05-11 09:45:06,783 Name is: layer1.1.bn1.bias
2018-05-11 09:45:06,783 Data is: min: -0.0007713717059232295, max: 0.0007397911394946277
2018-05-11 09:45:06,784 Grad is: min: -0.07419233024120331, max: 0.05336729437112808
2018-05-11 09:45:06,784 Target is: min: 0, max: 0
2018-05-11 09:45:06,784 --------------------------------------
2018-05-11 09:45:06,784 --------------------------------------
2018-05-11 09:45:06,784 Name is: layer1.1.conv2.weight
2018-05-11 09:45:06,784 Data is: min: -0.2602859437465668, max: 0.22578267753124237
2018-05-11 09:45:06,785 Grad is: min: -0.09633447229862213, max: 0.10159219801425934
2018-05-11 09:45:06,785 Target is: min: 0, max: 0
2018-05-11 09:45:06,785 --------------------------------------
2018-05-11 09:45:06,785 --------------------------------------
2018-05-11 09:45:06,785 Name is: layer1.1.bn2.weight
2018-05-11 09:45:06,785 Data is: min: 0.9991832971572876, max: 1.0007215738296509
2018-05-11 09:45:06,786 Grad is: min: -0.04771587625145912, max: 0.07041878998279572
2018-05-11 09:45:06,786 Target is: min: 0, max: 0
2018-05-11 09:45:06,786 --------------------------------------
2018-05-11 09:45:06,786 --------------------------------------
2018-05-11 09:45:06,786 Name is: layer1.1.bn2.bias
2018-05-11 09:45:06,787 Data is: min: -0.0006813269574195147, max: 0.0007333482499234378
2018-05-11 09:45:06,787 Grad is: min: -0.04418990761041641, max: 0.049218520522117615
2018-05-11 09:45:06,787 Target is: min: 0, max: 0
2018-05-11 09:45:06,787 --------------------------------------
2018-05-11 09:45:06,787 --------------------------------------
2018-05-11 09:45:06,787 Name is: layer1.1.conv3.weight
2018-05-11 09:45:06,788 Data is: min: -0.3715212643146515, max: 0.3655382990837097
2018-05-11 09:45:06,788 Grad is: min: -0.0789116770029068, max: 0.07490035146474838
2018-05-11 09:45:06,788 Target is: min: 0, max: 0
2018-05-11 09:45:06,788 --------------------------------------
2018-05-11 09:45:06,788 --------------------------------------
2018-05-11 09:45:06,788 Name is: layer1.1.bn3.weight
2018-05-11 09:45:06,789 Data is: min: 0.9991316795349121, max: 1.0008360147476196
2018-05-11 09:45:06,789 Grad is: min: -0.03229733183979988, max: 0.02290358766913414
2018-05-11 09:45:06,789 Target is: min: 0, max: 0
2018-05-11 09:45:06,789 --------------------------------------
2018-05-11 09:45:06,789 --------------------------------------
2018-05-11 09:45:06,790 Name is: layer1.1.bn3.bias
2018-05-11 09:45:06,790 Data is: min: -0.0008690798422321677, max: 0.0008181094890460372
2018-05-11 09:45:06,790 Grad is: min: -0.018308136612176895, max: 0.01971350610256195
2018-05-11 09:45:06,790 Target is: min: 0, max: 0
2018-05-11 09:45:06,790 --------------------------------------
2018-05-11 09:45:06,790 --------------------------------------
2018-05-11 09:45:06,791 Name is: layer1.2.conv1.weight
2018-05-11 09:45:06,791 Data is: min: -0.7299535870552063, max: 0.7824353575706482
2018-05-11 09:45:06,791 Grad is: min: -0.038327790796756744, max: 0.036942191421985626
2018-05-11 09:45:06,791 Target is: min: 0, max: 0
2018-05-11 09:45:06,792 --------------------------------------
2018-05-11 09:45:06,792 --------------------------------------
2018-05-11 09:45:06,792 Name is: layer1.2.bn1.weight
2018-05-11 09:45:06,792 Data is: min: 0.9991272687911987, max: 1.0006794929504395
2018-05-11 09:45:06,792 Grad is: min: -0.04605086147785187, max: 0.047231875360012054
2018-05-11 09:45:06,793 Target is: min: 0, max: 0
2018-05-11 09:45:06,793 --------------------------------------
2018-05-11 09:45:06,793 --------------------------------------
2018-05-11 09:45:06,793 Name is: layer1.2.bn1.bias
2018-05-11 09:45:06,793 Data is: min: -0.0006613231380470097, max: 0.0006889835931360722
2018-05-11 09:45:06,793 Grad is: min: -0.042695604264736176, max: 0.027100708335638046
2018-05-11 09:45:06,794 Target is: min: 0, max: 0
2018-05-11 09:45:06,794 --------------------------------------
2018-05-11 09:45:06,794 --------------------------------------
2018-05-11 09:45:06,794 Name is: layer1.2.conv2.weight
2018-05-11 09:45:06,794 Data is: min: -0.24024520814418793, max: 0.22535738348960876
2018-05-11 09:45:06,795 Grad is: min: -0.06127183884382248, max: 0.059858839958906174
2018-05-11 09:45:06,795 Target is: min: 0, max: 0
2018-05-11 09:45:06,795 --------------------------------------
2018-05-11 09:45:06,795 --------------------------------------
2018-05-11 09:45:06,795 Name is: layer1.2.bn2.weight
2018-05-11 09:45:06,795 Data is: min: 0.9992737770080566, max: 1.000757098197937
2018-05-11 09:45:06,796 Grad is: min: -0.03524070233106613, max: 0.04173440858721733
2018-05-11 09:45:06,796 Target is: min: 0, max: 0
2018-05-11 09:45:06,796 --------------------------------------
2018-05-11 09:45:06,796 --------------------------------------
2018-05-11 09:45:06,796 Name is: layer1.2.bn2.bias
2018-05-11 09:45:06,796 Data is: min: -0.0006362868007272482, max: 0.0006565358489751816
2018-05-11 09:45:06,797 Grad is: min: -0.02755204401910305, max: 0.05426632612943649
2018-05-11 09:45:06,797 Target is: min: 0, max: 0
2018-05-11 09:45:06,797 --------------------------------------
2018-05-11 09:45:06,797 --------------------------------------
2018-05-11 09:45:06,797 Name is: layer1.2.conv3.weight
2018-05-11 09:45:06,797 Data is: min: -0.34628936648368835, max: 0.35816699266433716
2018-05-11 09:45:06,798 Grad is: min: -0.05066575109958649, max: 0.051275864243507385
2018-05-11 09:45:06,798 Target is: min: 0, max: 0
2018-05-11 09:45:06,798 --------------------------------------
2018-05-11 09:45:06,798 --------------------------------------
2018-05-11 09:45:06,798 Name is: layer1.2.bn3.weight
2018-05-11 09:45:06,799 Data is: min: 0.9992160201072693, max: 1.0007591247558594
2018-05-11 09:45:06,799 Grad is: min: -0.020755330100655556, max: 0.02318703569471836
2018-05-11 09:45:06,799 Target is: min: 0, max: 0
2018-05-11 09:45:06,799 --------------------------------------
2018-05-11 09:45:06,799 --------------------------------------
2018-05-11 09:45:06,799 Name is: layer1.2.bn3.bias
2018-05-11 09:45:06,800 Data is: min: -0.0008622391032986343, max: 0.0008019534288905561
2018-05-11 09:45:06,800 Grad is: min: -0.013390723615884781, max: 0.015106381848454475
2018-05-11 09:45:06,800 Target is: min: 0, max: 0
2018-05-11 09:45:06,800 --------------------------------------
2018-05-11 09:45:06,800 --------------------------------------
2018-05-11 09:45:06,800 Name is: layer2.0.conv1.weight
2018-05-11 09:45:06,801 Data is: min: -0.4888075888156891, max: 0.5267062187194824
2018-05-11 09:45:06,801 Grad is: min: -0.030114391818642616, max: 0.03330045938491821
2018-05-11 09:45:06,801 Target is: min: 0, max: 0
2018-05-11 09:45:06,801 --------------------------------------
2018-05-11 09:45:06,801 --------------------------------------
2018-05-11 09:45:06,801 Name is: layer2.0.bn1.weight
2018-05-11 09:45:06,802 Data is: min: 0.9991340637207031, max: 1.0009043216705322
2018-05-11 09:45:06,802 Grad is: min: -0.02766558527946472, max: 0.02686920017004013
2018-05-11 09:45:06,802 Target is: min: 0, max: 0
2018-05-11 09:45:06,802 --------------------------------------
2018-05-11 09:45:06,802 --------------------------------------
2018-05-11 09:45:06,802 Name is: layer2.0.bn1.bias
2018-05-11 09:45:06,803 Data is: min: -0.0007440007757395506, max: 0.0006694829789921641
2018-05-11 09:45:06,803 Grad is: min: -0.02800794318318367, max: 0.0229986310005188
2018-05-11 09:45:06,803 Target is: min: 0, max: 0
2018-05-11 09:45:06,803 --------------------------------------
2018-05-11 09:45:06,803 --------------------------------------
2018-05-11 09:45:06,803 Name is: layer2.0.conv2.weight
2018-05-11 09:45:06,804 Data is: min: -0.18661554157733917, max: 0.17116613686084747
2018-05-11 09:45:06,804 Grad is: min: -0.036145418882369995, max: 0.038107335567474365
2018-05-11 09:45:06,804 Target is: min: 0, max: 0
2018-05-11 09:45:06,804 --------------------------------------
2018-05-11 09:45:06,804 --------------------------------------
2018-05-11 09:45:06,805 Name is: layer2.0.bn2.weight
2018-05-11 09:45:06,805 Data is: min: 0.9990878105163574, max: 1.0008138418197632
2018-05-11 09:45:06,805 Grad is: min: -0.022162482142448425, max: 0.017982011660933495
2018-05-11 09:45:06,805 Target is: min: 0, max: 0
2018-05-11 09:45:06,805 --------------------------------------
2018-05-11 09:45:06,805 --------------------------------------
2018-05-11 09:45:06,806 Name is: layer2.0.bn2.bias
2018-05-11 09:45:06,806 Data is: min: -0.0008571668877266347, max: 0.000707951607182622
2018-05-11 09:45:06,806 Grad is: min: -0.018154941499233246, max: 0.018906300887465477
2018-05-11 09:45:06,806 Target is: min: 0, max: 0
2018-05-11 09:45:06,806 --------------------------------------
2018-05-11 09:45:06,807 --------------------------------------
2018-05-11 09:45:06,807 Name is: layer2.0.conv3.weight
2018-05-11 09:45:06,807 Data is: min: -0.26724308729171753, max: 0.2475721687078476
2018-05-11 09:45:06,807 Grad is: min: -0.0290860366076231, max: 0.027966011315584183
2018-05-11 09:45:06,807 Target is: min: 0, max: 0
2018-05-11 09:45:06,808 --------------------------------------
2018-05-11 09:45:06,808 --------------------------------------
2018-05-11 09:45:06,808 Name is: layer2.0.bn3.weight
2018-05-11 09:45:06,808 Data is: min: 0.9990703463554382, max: 1.0008786916732788
2018-05-11 09:45:06,808 Grad is: min: -0.01265429612249136, max: 0.01208202913403511
2018-05-11 09:45:06,808 Target is: min: 0, max: 0
2018-05-11 09:45:06,809 --------------------------------------
2018-05-11 09:45:06,809 --------------------------------------
2018-05-11 09:45:06,809 Name is: layer2.0.bn3.bias
2018-05-11 09:45:06,809 Data is: min: -0.0009159744950011373, max: 0.0008660749881528318
2018-05-11 09:45:06,809 Grad is: min: -0.009396317414939404, max: 0.01021183654665947
2018-05-11 09:45:06,809 Target is: min: 0, max: 0
2018-05-11 09:45:06,810 --------------------------------------
2018-05-11 09:45:06,810 --------------------------------------
2018-05-11 09:45:06,810 Name is: layer2.0.downsample.0.weight
2018-05-11 09:45:06,810 Data is: min: -0.25660866498947144, max: 0.2982645332813263
2018-05-11 09:45:06,810 Grad is: min: -0.020039647817611694, max: 0.025143587961792946
2018-05-11 09:45:06,810 Target is: min: 0, max: 0
2018-05-11 09:45:06,811 --------------------------------------
2018-05-11 09:45:06,811 --------------------------------------
2018-05-11 09:45:06,811 Name is: layer2.0.downsample.1.weight
2018-05-11 09:45:06,811 Data is: min: 0.9991918206214905, max: 1.0008654594421387
2018-05-11 09:45:06,811 Grad is: min: -0.012090703472495079, max: 0.010520090349018574
2018-05-11 09:45:06,811 Target is: min: 0, max: 0
2018-05-11 09:45:06,812 --------------------------------------
2018-05-11 09:45:06,812 --------------------------------------
2018-05-11 09:45:06,812 Name is: layer2.0.downsample.1.bias
2018-05-11 09:45:06,812 Data is: min: -0.0009159744950011373, max: 0.0008660749881528318
2018-05-11 09:45:06,812 Grad is: min: -0.009396317414939404, max: 0.01021183654665947
2018-05-11 09:45:06,812 Target is: min: 0, max: 0
2018-05-11 09:45:06,813 --------------------------------------
2018-05-11 09:45:06,813 --------------------------------------
2018-05-11 09:45:06,813 Name is: layer2.1.conv1.weight
2018-05-11 09:45:06,813 Data is: min: -0.5158488154411316, max: 0.5575873851776123
2018-05-11 09:45:06,813 Grad is: min: -0.016302110627293587, max: 0.015462560579180717
2018-05-11 09:45:06,813 Target is: min: 0, max: 0
2018-05-11 09:45:06,814 --------------------------------------
2018-05-11 09:45:06,814 --------------------------------------
2018-05-11 09:45:06,814 Name is: layer2.1.bn1.weight
2018-05-11 09:45:06,814 Data is: min: 0.999284029006958, max: 1.0007814168930054
2018-05-11 09:45:06,814 Grad is: min: -0.022064274176955223, max: 0.015197930857539177
2018-05-11 09:45:06,814 Target is: min: 0, max: 0
2018-05-11 09:45:06,815 --------------------------------------
2018-05-11 09:45:06,815 --------------------------------------
2018-05-11 09:45:06,815 Name is: layer2.1.bn1.bias
2018-05-11 09:45:06,815 Data is: min: -0.0008224368211813271, max: 0.0006323137204162776
2018-05-11 09:45:06,815 Grad is: min: -0.014655937440693378, max: 0.013345077633857727
2018-05-11 09:45:06,815 Target is: min: 0, max: 0
2018-05-11 09:45:06,816 --------------------------------------
2018-05-11 09:45:06,816 --------------------------------------
2018-05-11 09:45:06,816 Name is: layer2.1.conv2.weight
2018-05-11 09:45:06,816 Data is: min: -0.19646133482456207, max: 0.17459283769130707
2018-05-11 09:45:06,816 Grad is: min: -0.026157159358263016, max: 0.024219218641519547
2018-05-11 09:45:06,817 Target is: min: 0, max: 0
2018-05-11 09:45:06,817 --------------------------------------
2018-05-11 09:45:06,817 --------------------------------------
2018-05-11 09:45:06,817 Name is: layer2.1.bn2.weight
2018-05-11 09:45:06,817 Data is: min: 0.9993095993995667, max: 1.0007891654968262
2018-05-11 09:45:06,817 Grad is: min: -0.012004805728793144, max: 0.0125305550172925
2018-05-11 09:45:06,817 Target is: min: 0, max: 0
2018-05-11 09:45:06,818 --------------------------------------
2018-05-11 09:45:06,818 --------------------------------------
2018-05-11 09:45:06,818 Name is: layer2.1.bn2.bias
2018-05-11 09:45:06,818 Data is: min: -0.0006552579579874873, max: 0.0008095066295936704
2018-05-11 09:45:06,818 Grad is: min: -0.01360353734344244, max: 0.011331627145409584
2018-05-11 09:45:06,818 Target is: min: 0, max: 0
2018-05-11 09:45:06,819 --------------------------------------
2018-05-11 09:45:06,819 --------------------------------------
2018-05-11 09:45:06,819 Name is: layer2.1.conv3.weight
2018-05-11 09:45:06,819 Data is: min: -0.2448337972164154, max: 0.24154917895793915
2018-05-11 09:45:06,819 Grad is: min: -0.019669998437166214, max: 0.020520776510238647
2018-05-11 09:45:06,820 Target is: min: 0, max: 0
2018-05-11 09:45:06,820 --------------------------------------
2018-05-11 09:45:06,820 --------------------------------------
2018-05-11 09:45:06,820 Name is: layer2.1.bn3.weight
2018-05-11 09:45:06,820 Data is: min: 0.9991992115974426, max: 1.0008715391159058
2018-05-11 09:45:06,820 Grad is: min: -0.009607785381376743, max: 0.008011591620743275
2018-05-11 09:45:06,820 Target is: min: 0, max: 0
2018-05-11 09:45:06,821 --------------------------------------
2018-05-11 09:45:06,821 --------------------------------------
2018-05-11 09:45:06,821 Name is: layer2.1.bn3.bias
2018-05-11 09:45:06,821 Data is: min: -0.0008577955886721611, max: 0.0008780981879681349
2018-05-11 09:45:06,821 Grad is: min: -0.005774982739239931, max: 0.005651962012052536
2018-05-11 09:45:06,821 Target is: min: 0, max: 0
2018-05-11 09:45:06,822 --------------------------------------
2018-05-11 09:45:06,822 --------------------------------------
2018-05-11 09:45:06,822 Name is: layer2.2.conv1.weight
2018-05-11 09:45:06,822 Data is: min: -0.5270457863807678, max: 0.4939156472682953
2018-05-11 09:45:06,822 Grad is: min: -0.008789476938545704, max: 0.00949796847999096
2018-05-11 09:45:06,822 Target is: min: 0, max: 0
2018-05-11 09:45:06,823 --------------------------------------
2018-05-11 09:45:06,823 --------------------------------------
2018-05-11 09:45:06,823 Name is: layer2.2.bn1.weight
2018-05-11 09:45:06,823 Data is: min: 0.9992663264274597, max: 1.0007860660552979
2018-05-11 09:45:06,823 Grad is: min: -0.01636631228029728, max: 0.014434941112995148
2018-05-11 09:45:06,823 Target is: min: 0, max: 0
2018-05-11 09:45:06,823 --------------------------------------
2018-05-11 09:45:06,824 --------------------------------------
2018-05-11 09:45:06,824 Name is: layer2.2.bn1.bias
2018-05-11 09:45:06,824 Data is: min: -0.0007748471689410508, max: 0.0007921034703031182
2018-05-11 09:45:06,824 Grad is: min: -0.014553986489772797, max: 0.01032075472176075
2018-05-11 09:45:06,824 Target is: min: 0, max: 0
2018-05-11 09:45:06,824 --------------------------------------
2018-05-11 09:45:06,825 --------------------------------------
2018-05-11 09:45:06,825 Name is: layer2.2.conv2.weight
2018-05-11 09:45:06,825 Data is: min: -0.1743406057357788, max: 0.18187135457992554
2018-05-11 09:45:06,825 Grad is: min: -0.017306296154856682, max: 0.018021754920482635
2018-05-11 09:45:06,825 Target is: min: 0, max: 0
2018-05-11 09:45:06,825 --------------------------------------
2018-05-11 09:45:06,825 --------------------------------------
2018-05-11 09:45:06,826 Name is: layer2.2.bn2.weight
2018-05-11 09:45:06,826 Data is: min: 0.9992168545722961, max: 1.0007532835006714
2018-05-11 09:45:06,826 Grad is: min: -0.011782865040004253, max: 0.010322561487555504
2018-05-11 09:45:06,826 Target is: min: 0, max: 0
2018-05-11 09:45:06,826 --------------------------------------
2018-05-11 09:45:06,826 --------------------------------------
2018-05-11 09:45:06,827 Name is: layer2.2.bn2.bias
2018-05-11 09:45:06,827 Data is: min: -0.0008037314401008189, max: 0.0008127057226374745
2018-05-11 09:45:06,827 Grad is: min: -0.011323489248752594, max: 0.007833214476704597
2018-05-11 09:45:06,827 Target is: min: 0, max: 0
2018-05-11 09:45:06,827 --------------------------------------
2018-05-11 09:45:06,827 --------------------------------------
2018-05-11 09:45:06,828 Name is: layer2.2.conv3.weight
2018-05-11 09:45:06,828 Data is: min: -0.26324227452278137, max: 0.2820129990577698
2018-05-11 09:45:06,828 Grad is: min: -0.0134652778506279, max: 0.01379023864865303
2018-05-11 09:45:06,828 Target is: min: 0, max: 0
2018-05-11 09:45:06,828 --------------------------------------
2018-05-11 09:45:06,828 --------------------------------------
2018-05-11 09:45:06,828 Name is: layer2.2.bn3.weight
2018-05-11 09:45:06,829 Data is: min: 0.9991998672485352, max: 1.0007892847061157
2018-05-11 09:45:06,829 Grad is: min: -0.006579036358743906, max: 0.00607827864587307
2018-05-11 09:45:06,829 Target is: min: 0, max: 0
2018-05-11 09:45:06,829 --------------------------------------
2018-05-11 09:45:06,829 --------------------------------------
2018-05-11 09:45:06,829 Name is: layer2.2.bn3.bias
2018-05-11 09:45:06,830 Data is: min: -0.0009175273007713258, max: 0.0009251928422600031
2018-05-11 09:45:06,830 Grad is: min: -0.0037010833621025085, max: 0.003144750837236643
2018-05-11 09:45:06,830 Target is: min: 0, max: 0
2018-05-11 09:45:06,830 --------------------------------------
2018-05-11 09:45:06,830 --------------------------------------
2018-05-11 09:45:06,830 Name is: layer2.3.conv1.weight
2018-05-11 09:45:06,831 Data is: min: -0.5492979288101196, max: 0.5496584177017212
2018-05-11 09:45:06,831 Grad is: min: -0.007526820525527, max: 0.00886664167046547
2018-05-11 09:45:06,831 Target is: min: 0, max: 0
2018-05-11 09:45:06,831 --------------------------------------
2018-05-11 09:45:06,831 --------------------------------------
2018-05-11 09:45:06,831 Name is: layer2.3.bn1.weight
2018-05-11 09:45:06,832 Data is: min: 0.99925696849823, max: 1.0007706880569458
2018-05-11 09:45:06,832 Grad is: min: -0.010456333868205547, max: 0.011005434207618237
2018-05-11 09:45:06,832 Target is: min: 0, max: 0
2018-05-11 09:45:06,832 --------------------------------------
2018-05-11 09:45:06,832 --------------------------------------
2018-05-11 09:45:06,832 Name is: layer2.3.bn1.bias
2018-05-11 09:45:06,833 Data is: min: -0.0007972042076289654, max: 0.0008623849134892225
2018-05-11 09:45:06,833 Grad is: min: -0.01005818136036396, max: 0.007053198758512735
2018-05-11 09:45:06,833 Target is: min: 0, max: 0
2018-05-11 09:45:06,833 --------------------------------------
2018-05-11 09:45:06,833 --------------------------------------
2018-05-11 09:45:06,833 Name is: layer2.3.conv2.weight
2018-05-11 09:45:06,834 Data is: min: -0.18809275329113007, max: 0.17818422615528107
2018-05-11 09:45:06,834 Grad is: min: -0.01289820484817028, max: 0.013317644596099854
2018-05-11 09:45:06,834 Target is: min: 0, max: 0
2018-05-11 09:45:06,834 --------------------------------------
2018-05-11 09:45:06,834 --------------------------------------
2018-05-11 09:45:06,834 Name is: layer2.3.bn2.weight
2018-05-11 09:45:06,835 Data is: min: 0.9991376399993896, max: 1.000810980796814
2018-05-11 09:45:06,835 Grad is: min: -0.008676466532051563, max: 0.00814803410321474
2018-05-11 09:45:06,835 Target is: min: 0, max: 0
2018-05-11 09:45:06,835 --------------------------------------
2018-05-11 09:45:06,835 --------------------------------------
2018-05-11 09:45:06,835 Name is: layer2.3.bn2.bias
2018-05-11 09:45:06,835 Data is: min: -0.0008204547339119017, max: 0.0008343295776285231
2018-05-11 09:45:06,836 Grad is: min: -0.005568636581301689, max: 0.005223851650953293
2018-05-11 09:45:06,836 Target is: min: 0, max: 0
2018-05-11 09:45:06,836 --------------------------------------
2018-05-11 09:45:06,836 --------------------------------------
2018-05-11 09:45:06,836 Name is: layer2.3.conv3.weight
2018-05-11 09:45:06,836 Data is: min: -0.3042459487915039, max: 0.27327316999435425
2018-05-11 09:45:06,837 Grad is: min: -0.009788727387785912, max: 0.010163246653974056
2018-05-11 09:45:06,837 Target is: min: 0, max: 0
2018-05-11 09:45:06,837 --------------------------------------
2018-05-11 09:45:06,837 --------------------------------------
2018-05-11 09:45:06,837 Name is: layer2.3.bn3.weight
2018-05-11 09:45:06,837 Data is: min: 0.9990781545639038, max: 1.0008320808410645
2018-05-11 09:45:06,838 Grad is: min: -0.003616724396124482, max: 0.0041331155225634575
2018-05-11 09:45:06,838 Target is: min: 0, max: 0
2018-05-11 09:45:06,838 --------------------------------------
2018-05-11 09:45:06,838 --------------------------------------
2018-05-11 09:45:06,838 Name is: layer2.3.bn3.bias
2018-05-11 09:45:06,838 Data is: min: -0.0008033568738028407, max: 0.0008787130936980247
2018-05-11 09:45:06,839 Grad is: min: -0.0024533546529710293, max: 0.0024427296593785286
2018-05-11 09:45:06,839 Target is: min: 0, max: 0
2018-05-11 09:45:06,839 --------------------------------------
2018-05-11 09:45:06,839 --------------------------------------
2018-05-11 09:45:06,839 Name is: layer3.0.conv1.weight
2018-05-11 09:45:06,839 Data is: min: -0.40436962246894836, max: 0.36369481682777405
2018-05-11 09:45:06,840 Grad is: min: -0.007114759646356106, max: 0.007029323372989893
2018-05-11 09:45:06,840 Target is: min: 0, max: 0
2018-05-11 09:45:06,840 --------------------------------------
2018-05-11 09:45:06,840 --------------------------------------
2018-05-11 09:45:06,840 Name is: layer3.0.bn1.weight
2018-05-11 09:45:06,840 Data is: min: 0.9991702437400818, max: 1.0008575916290283
2018-05-11 09:45:06,841 Grad is: min: -0.006048095412552357, max: 0.005614553112536669
2018-05-11 09:45:06,841 Target is: min: 0, max: 0
2018-05-11 09:45:06,841 --------------------------------------
2018-05-11 09:45:06,841 --------------------------------------
2018-05-11 09:45:06,841 Name is: layer3.0.bn1.bias
2018-05-11 09:45:06,841 Data is: min: -0.0007896656752564013, max: 0.0008012285688892007
2018-05-11 09:45:06,842 Grad is: min: -0.005559432320296764, max: 0.00548076257109642
2018-05-11 09:45:06,842 Target is: min: 0, max: 0
2018-05-11 09:45:06,842 --------------------------------------
2018-05-11 09:45:06,842 --------------------------------------
2018-05-11 09:45:06,842 Name is: layer3.0.conv2.weight
2018-05-11 09:45:06,842 Data is: min: -0.13885575532913208, max: 0.13808760046958923
2018-05-11 09:45:06,843 Grad is: min: -0.010310526005923748, max: 0.009261436760425568
2018-05-11 09:45:06,843 Target is: min: 0, max: 0
2018-05-11 09:45:06,843 --------------------------------------
2018-05-11 09:45:06,843 --------------------------------------
2018-05-11 09:45:06,843 Name is: layer3.0.bn2.weight
2018-05-11 09:45:06,843 Data is: min: 0.9992259740829468, max: 1.000799298286438
2018-05-11 09:45:06,844 Grad is: min: -0.005226303357630968, max: 0.006913072895258665
2018-05-11 09:45:06,844 Target is: min: 0, max: 0
2018-05-11 09:45:06,844 --------------------------------------
2018-05-11 09:45:06,844 --------------------------------------
2018-05-11 09:45:06,844 Name is: layer3.0.bn2.bias
2018-05-11 09:45:06,844 Data is: min: -0.0008380848448723555, max: 0.0008877721847966313
2018-05-11 09:45:06,845 Grad is: min: -0.005023906473070383, max: 0.004494510591030121
2018-05-11 09:45:06,845 Target is: min: 0, max: 0
2018-05-11 09:45:06,845 --------------------------------------
2018-05-11 09:45:06,845 --------------------------------------
2018-05-11 09:45:06,845 Name is: layer3.0.conv3.weight
2018-05-11 09:45:06,845 Data is: min: -0.19292064011096954, max: 0.20158861577510834
2018-05-11 09:45:06,846 Grad is: min: -0.009421544149518013, max: 0.008293102495372295
2018-05-11 09:45:06,846 Target is: min: 0, max: 0
2018-05-11 09:45:06,846 --------------------------------------
2018-05-11 09:45:06,846 --------------------------------------
2018-05-11 09:45:06,846 Name is: layer3.0.bn3.weight
2018-05-11 09:45:06,846 Data is: min: 0.999146044254303, max: 1.0009095668792725
2018-05-11 09:45:06,847 Grad is: min: -0.0027519187424331903, max: 0.002670666901394725
2018-05-11 09:45:06,847 Target is: min: 0, max: 0
2018-05-11 09:45:06,847 --------------------------------------
2018-05-11 09:45:06,847 --------------------------------------
2018-05-11 09:45:06,847 Name is: layer3.0.bn3.bias
2018-05-11 09:45:06,847 Data is: min: -0.000851538497954607, max: 0.0009555971482768655
2018-05-11 09:45:06,848 Grad is: min: -0.0028393834363669157, max: 0.0028714267536997795
2018-05-11 09:45:06,848 Target is: min: 0, max: 0
2018-05-11 09:45:06,848 --------------------------------------
2018-05-11 09:45:06,848 --------------------------------------
2018-05-11 09:45:06,848 Name is: layer3.0.downsample.0.weight
2018-05-11 09:45:06,848 Data is: min: -0.20352822542190552, max: 0.19722484052181244
2018-05-11 09:45:06,849 Grad is: min: -0.005617360584437847, max: 0.00525428494438529
2018-05-11 09:45:06,849 Target is: min: 0, max: 0
2018-05-11 09:45:06,849 --------------------------------------
2018-05-11 09:45:06,849 --------------------------------------
2018-05-11 09:45:06,849 Name is: layer3.0.downsample.1.weight
2018-05-11 09:45:06,849 Data is: min: 0.999130129814148, max: 1.000855565071106
2018-05-11 09:45:06,850 Grad is: min: -0.003716664854437113, max: 0.0034218088258057833
2018-05-11 09:45:06,850 Target is: min: 0, max: 0
2018-05-11 09:45:06,850 --------------------------------------
2018-05-11 09:45:06,850 --------------------------------------
2018-05-11 09:45:06,850 Name is: layer3.0.downsample.1.bias
2018-05-11 09:45:06,850 Data is: min: -0.000851538497954607, max: 0.0009555971482768655
2018-05-11 09:45:06,851 Grad is: min: -0.0028393834363669157, max: 0.0028714267536997795
2018-05-11 09:45:06,851 Target is: min: 0, max: 0
2018-05-11 09:45:06,851 --------------------------------------
2018-05-11 09:45:06,851 --------------------------------------
2018-05-11 09:45:06,851 Name is: layer3.1.conv1.weight
2018-05-11 09:45:06,851 Data is: min: -0.45314744114875793, max: 0.3761005401611328
2018-05-11 09:45:06,852 Grad is: min: -0.003756691236048937, max: 0.0037274251226335764
2018-05-11 09:45:06,852 Target is: min: 0, max: 0
2018-05-11 09:45:06,852 --------------------------------------
2018-05-11 09:45:06,852 --------------------------------------
2018-05-11 09:45:06,852 Name is: layer3.1.bn1.weight
2018-05-11 09:45:06,852 Data is: min: 0.9991127252578735, max: 1.0008301734924316
2018-05-11 09:45:06,852 Grad is: min: -0.005059252493083477, max: 0.004463668912649155
2018-05-11 09:45:06,853 Target is: min: 0, max: 0
2018-05-11 09:45:06,853 --------------------------------------
2018-05-11 09:45:06,853 --------------------------------------
2018-05-11 09:45:06,853 Name is: layer3.1.bn1.bias
2018-05-11 09:45:06,853 Data is: min: -0.000821070687379688, max: 0.000916389690246433
2018-05-11 09:45:06,853 Grad is: min: -0.003791994880884886, max: 0.003905349876731634
2018-05-11 09:45:06,854 Target is: min: 0, max: 0
2018-05-11 09:45:06,854 --------------------------------------
2018-05-11 09:45:06,854 --------------------------------------
2018-05-11 09:45:06,854 Name is: layer3.1.conv2.weight
2018-05-11 09:45:06,854 Data is: min: -0.13761749863624573, max: 0.1373043656349182
2018-05-11 09:45:06,855 Grad is: min: -0.00819334201514721, max: 0.006866872310638428
2018-05-11 09:45:06,855 Target is: min: 0, max: 0
2018-05-11 09:45:06,855 --------------------------------------
2018-05-11 09:45:06,855 --------------------------------------
2018-05-11 09:45:06,855 Name is: layer3.1.bn2.weight
2018-05-11 09:45:06,855 Data is: min: 0.9992249608039856, max: 1.0008810758590698
2018-05-11 09:45:06,855 Grad is: min: -0.0036139204166829586, max: 0.004466768819838762
2018-05-11 09:45:06,856 Target is: min: 0, max: 0
2018-05-11 09:45:06,856 --------------------------------------
2018-05-11 09:45:06,856 --------------------------------------
2018-05-11 09:45:06,856 Name is: layer3.1.bn2.bias
2018-05-11 09:45:06,856 Data is: min: -0.0008301016059704125, max: 0.0008774790330789983
2018-05-11 09:45:06,856 Grad is: min: -0.0033196834847331047, max: 0.0030717418994754553
2018-05-11 09:45:06,857 Target is: min: 0, max: 0
2018-05-11 09:45:06,857 --------------------------------------
2018-05-11 09:45:06,857 --------------------------------------
2018-05-11 09:45:06,857 Name is: layer3.1.conv3.weight
2018-05-11 09:45:06,857 Data is: min: -0.20942479372024536, max: 0.19658128917217255
2018-05-11 09:45:06,857 Grad is: min: -0.00498895812779665, max: 0.005622877273708582
2018-05-11 09:45:06,858 Target is: min: 0, max: 0
2018-05-11 09:45:06,858 --------------------------------------
2018-05-11 09:45:06,858 --------------------------------------
2018-05-11 09:45:06,858 Name is: layer3.1.bn3.weight
2018-05-11 09:45:06,858 Data is: min: 0.9990907907485962, max: 1.0008848905563354
2018-05-11 09:45:06,858 Grad is: min: -0.0024866973981261253, max: 0.0022588451392948627
2018-05-11 09:45:06,859 Target is: min: 0, max: 0
2018-05-11 09:45:06,859 --------------------------------------
2018-05-11 09:45:06,859 --------------------------------------
2018-05-11 09:45:06,859 Name is: layer3.1.bn3.bias
2018-05-11 09:45:06,859 Data is: min: -0.0009100560564547777, max: 0.0009214938618242741
2018-05-11 09:45:06,859 Grad is: min: -0.001390842255204916, max: 0.001470252056606114
2018-05-11 09:45:06,859 Target is: min: 0, max: 0
2018-05-11 09:45:06,860 --------------------------------------
2018-05-11 09:45:06,860 --------------------------------------
2018-05-11 09:45:06,860 Name is: layer3.2.conv1.weight
2018-05-11 09:45:06,860 Data is: min: -0.39759761095046997, max: 0.4382278621196747
2018-05-11 09:45:06,860 Grad is: min: -0.0027504563331604004, max: 0.0023920508101582527
2018-05-11 09:45:06,861 Target is: min: 0, max: 0
2018-05-11 09:45:06,861 --------------------------------------
2018-05-11 09:45:06,861 --------------------------------------
2018-05-11 09:45:06,861 Name is: layer3.2.bn1.weight
2018-05-11 09:45:06,861 Data is: min: 0.9991637468338013, max: 1.0008848905563354
2018-05-11 09:45:06,861 Grad is: min: -0.0038269227370619774, max: 0.004014899488538504
2018-05-11 09:45:06,861 Target is: min: 0, max: 0
2018-05-11 09:45:06,862 --------------------------------------
2018-05-11 09:45:06,862 --------------------------------------
2018-05-11 09:45:06,862 Name is: layer3.2.bn1.bias
2018-05-11 09:45:06,862 Data is: min: -0.0008039496606215835, max: 0.0008922207052819431
2018-05-11 09:45:06,862 Grad is: min: -0.003309637540951371, max: 0.002763093449175358
2018-05-11 09:45:06,862 Target is: min: 0, max: 0
2018-05-11 09:45:06,862 --------------------------------------
2018-05-11 09:45:06,863 --------------------------------------
2018-05-11 09:45:06,863 Name is: layer3.2.conv2.weight
2018-05-11 09:45:06,863 Data is: min: -0.13971751928329468, max: 0.13385778665542603
2018-05-11 09:45:06,863 Grad is: min: -0.004811654333025217, max: 0.004901082720607519
2018-05-11 09:45:06,864 Target is: min: 0, max: 0
2018-05-11 09:45:06,864 --------------------------------------
2018-05-11 09:45:06,864 --------------------------------------
2018-05-11 09:45:06,864 Name is: layer3.2.bn2.weight
2018-05-11 09:45:06,864 Data is: min: 0.9992002248764038, max: 1.0008820295333862
2018-05-11 09:45:06,864 Grad is: min: -0.0034994150046259165, max: 0.0025586371775716543
2018-05-11 09:45:06,864 Target is: min: 0, max: 0
2018-05-11 09:45:06,865 --------------------------------------
2018-05-11 09:45:06,865 --------------------------------------
2018-05-11 09:45:06,865 Name is: layer3.2.bn2.bias
2018-05-11 09:45:06,865 Data is: min: -0.0008911133045330644, max: 0.0008872947655618191
2018-05-11 09:45:06,865 Grad is: min: -0.003079463494941592, max: 0.0021654407028108835
2018-05-11 09:45:06,865 Target is: min: 0, max: 0
2018-05-11 09:45:06,866 --------------------------------------
2018-05-11 09:45:06,866 --------------------------------------
2018-05-11 09:45:06,866 Name is: layer3.2.conv3.weight
2018-05-11 09:45:06,866 Data is: min: -0.1986304670572281, max: 0.2171820104122162
2018-05-11 09:45:06,866 Grad is: min: -0.004107937216758728, max: 0.00407481100410223
2018-05-11 09:45:06,866 Target is: min: 0, max: 0
2018-05-11 09:45:06,867 --------------------------------------
2018-05-11 09:45:06,867 --------------------------------------
2018-05-11 09:45:06,867 Name is: layer3.2.bn3.weight
2018-05-11 09:45:06,867 Data is: min: 0.9990856647491455, max: 1.0009409189224243
2018-05-11 09:45:06,867 Grad is: min: -0.0015528216026723385, max: 0.0014533541398122907
2018-05-11 09:45:06,867 Target is: min: 0, max: 0
2018-05-11 09:45:06,867 --------------------------------------
2018-05-11 09:45:06,868 --------------------------------------
2018-05-11 09:45:06,868 Name is: layer3.2.bn3.bias
2018-05-11 09:45:06,868 Data is: min: -0.000896995363291353, max: 0.0008831896702758968
2018-05-11 09:45:06,868 Grad is: min: -0.0010374996345490217, max: 0.001075503183528781
2018-05-11 09:45:06,868 Target is: min: 0, max: 0
2018-05-11 09:45:06,868 --------------------------------------
2018-05-11 09:45:06,869 --------------------------------------
2018-05-11 09:45:06,869 Name is: layer3.3.conv1.weight
2018-05-11 09:45:06,869 Data is: min: -0.3798406720161438, max: 0.4160744845867157
2018-05-11 09:45:06,869 Grad is: min: -0.0020043039694428444, max: 0.0021211279090493917
2018-05-11 09:45:06,869 Target is: min: 0, max: 0
2018-05-11 09:45:06,869 --------------------------------------
2018-05-11 09:45:06,870 --------------------------------------
2018-05-11 09:45:06,870 Name is: layer3.3.bn1.weight
2018-05-11 09:45:06,870 Data is: min: 0.9992052316665649, max: 1.0009114742279053
2018-05-11 09:45:06,870 Grad is: min: -0.0031159480568021536, max: 0.002787027508020401
2018-05-11 09:45:06,870 Target is: min: 0, max: 0
2018-05-11 09:45:06,870 --------------------------------------
2018-05-11 09:45:06,871 --------------------------------------
2018-05-11 09:45:06,871 Name is: layer3.3.bn1.bias
2018-05-11 09:45:06,871 Data is: min: -0.0008185041369870305, max: 0.000890473136678338
2018-05-11 09:45:06,871 Grad is: min: -0.0021695673931390047, max: 0.002373569179326296
2018-05-11 09:45:06,871 Target is: min: 0, max: 0
2018-05-11 09:45:06,871 --------------------------------------
2018-05-11 09:45:06,872 --------------------------------------
2018-05-11 09:45:06,872 Name is: layer3.3.conv2.weight
2018-05-11 09:45:06,872 Data is: min: -0.13667961955070496, max: 0.14531289041042328
2018-05-11 09:45:06,872 Grad is: min: -0.0053541650995612144, max: 0.004206335172057152
2018-05-11 09:45:06,872 Target is: min: 0, max: 0
2018-05-11 09:45:06,873 --------------------------------------
2018-05-11 09:45:06,873 --------------------------------------
2018-05-11 09:45:06,873 Name is: layer3.3.bn2.weight
2018-05-11 09:45:06,873 Data is: min: 0.9991297721862793, max: 1.000900387763977
2018-05-11 09:45:06,873 Grad is: min: -0.002467763377353549, max: 0.0024159415625035763
2018-05-11 09:45:06,873 Target is: min: 0, max: 0
2018-05-11 09:45:06,873 --------------------------------------
2018-05-11 09:45:06,874 --------------------------------------
2018-05-11 09:45:06,874 Name is: layer3.3.bn2.bias
2018-05-11 09:45:06,874 Data is: min: -0.0008761721546761692, max: 0.0008938537794165313
2018-05-11 09:45:06,874 Grad is: min: -0.0021428531035780907, max: 0.0019267960451543331
2018-05-11 09:45:06,874 Target is: min: 0, max: 0
2018-05-11 09:45:06,874 --------------------------------------
2018-05-11 09:45:06,874 --------------------------------------
2018-05-11 09:45:06,875 Name is: layer3.3.conv3.weight
2018-05-11 09:45:06,875 Data is: min: -0.20292234420776367, max: 0.1938164383172989
2018-05-11 09:45:06,875 Grad is: min: -0.003227943554520607, max: 0.003992305602878332
2018-05-11 09:45:06,875 Target is: min: 0, max: 0
2018-05-11 09:45:06,875 --------------------------------------
2018-05-11 09:45:06,876 --------------------------------------
2018-05-11 09:45:06,876 Name is: layer3.3.bn3.weight
2018-05-11 09:45:06,876 Data is: min: 0.9990838170051575, max: 1.0008955001831055
2018-05-11 09:45:06,876 Grad is: min: -0.0014012823812663555, max: 0.0012840342242270708
2018-05-11 09:45:06,876 Target is: min: 0, max: 0
2018-05-11 09:45:06,876 --------------------------------------
2018-05-11 09:45:06,876 --------------------------------------
2018-05-11 09:45:06,877 Name is: layer3.3.bn3.bias
2018-05-11 09:45:06,877 Data is: min: -0.0009036096162162721, max: 0.0008695621509104967
2018-05-11 09:45:06,877 Grad is: min: -0.0007900719647295773, max: 0.0007141940295696259
2018-05-11 09:45:06,877 Target is: min: 0, max: 0
2018-05-11 09:45:06,877 --------------------------------------
2018-05-11 09:45:06,877 --------------------------------------
2018-05-11 09:45:06,878 Name is: layer3.4.conv1.weight
2018-05-11 09:45:06,878 Data is: min: -0.3866284191608429, max: 0.3830457925796509
2018-05-11 09:45:06,878 Grad is: min: -0.0018008338520303369, max: 0.001745801419019699
2018-05-11 09:45:06,878 Target is: min: 0, max: 0
2018-05-11 09:45:06,878 --------------------------------------
2018-05-11 09:45:06,878 --------------------------------------
2018-05-11 09:45:06,879 Name is: layer3.4.bn1.weight
2018-05-11 09:45:06,879 Data is: min: 0.9991435408592224, max: 1.0008660554885864
2018-05-11 09:45:06,879 Grad is: min: -0.001969377277418971, max: 0.0021453225053846836
2018-05-11 09:45:06,879 Target is: min: 0, max: 0
2018-05-11 09:45:06,879 --------------------------------------
2018-05-11 09:45:06,879 --------------------------------------
2018-05-11 09:45:06,880 Name is: layer3.4.bn1.bias
2018-05-11 09:45:06,880 Data is: min: -0.0008454399649053812, max: 0.0008930393378250301
2018-05-11 09:45:06,880 Grad is: min: -0.002090333728119731, max: 0.001798395998775959
2018-05-11 09:45:06,880 Target is: min: 0, max: 0
2018-05-11 09:45:06,880 --------------------------------------
2018-05-11 09:45:06,880 --------------------------------------
2018-05-11 09:45:06,880 Name is: layer3.4.conv2.weight
2018-05-11 09:45:06,881 Data is: min: -0.13086512684822083, max: 0.15121644735336304
2018-05-11 09:45:06,881 Grad is: min: -0.003456312231719494, max: 0.0034706369042396545
2018-05-11 09:45:06,881 Target is: min: 0, max: 0
2018-05-11 09:45:06,881 --------------------------------------
2018-05-11 09:45:06,881 --------------------------------------
2018-05-11 09:45:06,882 Name is: layer3.4.bn2.weight
2018-05-11 09:45:06,882 Data is: min: 0.9991365671157837, max: 1.0008766651153564
2018-05-11 09:45:06,882 Grad is: min: -0.0018883554730564356, max: 0.0019198496593162417
2018-05-11 09:45:06,882 Target is: min: 0, max: 0
2018-05-11 09:45:06,882 --------------------------------------
2018-05-11 09:45:06,882 --------------------------------------
2018-05-11 09:45:06,882 Name is: layer3.4.bn2.bias
2018-05-11 09:45:06,883 Data is: min: -0.0008570018690079451, max: 0.0009143087663687766
2018-05-11 09:45:06,883 Grad is: min: -0.0016131614102050662, max: 0.0013790680095553398
2018-05-11 09:45:06,883 Target is: min: 0, max: 0
2018-05-11 09:45:06,883 --------------------------------------
2018-05-11 09:45:06,883 --------------------------------------
2018-05-11 09:45:06,883 Name is: layer3.4.conv3.weight
2018-05-11 09:45:06,884 Data is: min: -0.2077542245388031, max: 0.20319092273712158
2018-05-11 09:45:06,884 Grad is: min: -0.002394589362666011, max: 0.0022766480688005686
2018-05-11 09:45:06,884 Target is: min: 0, max: 0
2018-05-11 09:45:06,884 --------------------------------------
2018-05-11 09:45:06,884 --------------------------------------
2018-05-11 09:45:06,884 Name is: layer3.4.bn3.weight
2018-05-11 09:45:06,885 Data is: min: 0.9991117119789124, max: 1.000919222831726
2018-05-11 09:45:06,885 Grad is: min: -0.0008741612546145916, max: 0.001031228806823492
2018-05-11 09:45:06,885 Target is: min: 0, max: 0
2018-05-11 09:45:06,885 --------------------------------------
2018-05-11 09:45:06,885 --------------------------------------
2018-05-11 09:45:06,885 Name is: layer3.4.bn3.bias
2018-05-11 09:45:06,886 Data is: min: -0.0009122674237005413, max: 0.0009229016141034663
2018-05-11 09:45:06,886 Grad is: min: -0.000594282173551619, max: 0.0006415985408239067
2018-05-11 09:45:06,886 Target is: min: 0, max: 0
2018-05-11 09:45:06,886 --------------------------------------
2018-05-11 09:45:06,886 --------------------------------------
2018-05-11 09:45:06,886 Name is: layer3.5.conv1.weight
2018-05-11 09:45:06,887 Data is: min: -0.40377265214920044, max: 0.4351286292076111
2018-05-11 09:45:06,887 Grad is: min: -0.0015847603790462017, max: 0.0013755091931670904
2018-05-11 09:45:06,887 Target is: min: 0, max: 0
2018-05-11 09:45:06,887 --------------------------------------
2018-05-11 09:45:06,887 --------------------------------------
2018-05-11 09:45:06,887 Name is: layer3.5.bn1.weight
2018-05-11 09:45:06,888 Data is: min: 0.9990984201431274, max: 1.0008792877197266
2018-05-11 09:45:06,888 Grad is: min: -0.0014851223677396774, max: 0.0018289342988282442
2018-05-11 09:45:06,888 Target is: min: 0, max: 0
2018-05-11 09:45:06,888 --------------------------------------
2018-05-11 09:45:06,888 --------------------------------------
2018-05-11 09:45:06,888 Name is: layer3.5.bn1.bias
2018-05-11 09:45:06,889 Data is: min: -0.000904327433090657, max: 0.0008493165951222181
2018-05-11 09:45:06,889 Grad is: min: -0.0015276194317266345, max: 0.0016932713333517313
2018-05-11 09:45:06,889 Target is: min: 0, max: 0
2018-05-11 09:45:06,889 --------------------------------------
2018-05-11 09:45:06,889 --------------------------------------
2018-05-11 09:45:06,889 Name is: layer3.5.conv2.weight
2018-05-11 09:45:06,890 Data is: min: -0.13904541730880737, max: 0.14115159213542938
2018-05-11 09:45:06,890 Grad is: min: -0.0029728803783655167, max: 0.002984629711136222
2018-05-11 09:45:06,890 Target is: min: 0, max: 0
2018-05-11 09:45:06,890 --------------------------------------
2018-05-11 09:45:06,890 --------------------------------------
2018-05-11 09:45:06,890 Name is: layer3.5.bn2.weight
2018-05-11 09:45:06,891 Data is: min: 0.999177873134613, max: 1.0009546279907227
2018-05-11 09:45:06,891 Grad is: min: -0.001992353005334735, max: 0.0017253684345632792
2018-05-11 09:45:06,891 Target is: min: 0, max: 0
2018-05-11 09:45:06,891 --------------------------------------
2018-05-11 09:45:06,891 --------------------------------------
2018-05-11 09:45:06,891 Name is: layer3.5.bn2.bias
2018-05-11 09:45:06,892 Data is: min: -0.000817110703792423, max: 0.0009677978814579546
2018-05-11 09:45:06,892 Grad is: min: -0.001500098966062069, max: 0.0011723630595952272
2018-05-11 09:45:06,892 Target is: min: 0, max: 0
2018-05-11 09:45:06,892 --------------------------------------
2018-05-11 09:45:06,892 --------------------------------------
2018-05-11 09:45:06,892 Name is: layer3.5.conv3.weight
2018-05-11 09:45:06,893 Data is: min: -0.20546293258666992, max: 0.20078402757644653
2018-05-11 09:45:06,893 Grad is: min: -0.0021762496326118708, max: 0.002080473117530346
2018-05-11 09:45:06,893 Target is: min: 0, max: 0
2018-05-11 09:45:06,893 --------------------------------------
2018-05-11 09:45:06,893 --------------------------------------
2018-05-11 09:45:06,893 Name is: layer3.5.bn3.weight
2018-05-11 09:45:06,894 Data is: min: 0.9990516304969788, max: 1.0009130239486694
2018-05-11 09:45:06,894 Grad is: min: -0.0009151367703452706, max: 0.0007872668793424964
2018-05-11 09:45:06,894 Target is: min: 0, max: 0
2018-05-11 09:45:06,894 --------------------------------------
2018-05-11 09:45:06,894 --------------------------------------
2018-05-11 09:45:06,894 Name is: layer3.5.bn3.bias
2018-05-11 09:45:06,895 Data is: min: -0.0009403710137121379, max: 0.0009343134006485343
2018-05-11 09:45:06,895 Grad is: min: -0.00042451941408216953, max: 0.0003772996715269983
2018-05-11 09:45:06,895 Target is: min: 0, max: 0
2018-05-11 09:45:06,895 --------------------------------------
2018-05-11 09:45:06,895 --------------------------------------
2018-05-11 09:45:06,895 Name is: layer4.0.conv1.weight
2018-05-11 09:45:06,896 Data is: min: -0.27684783935546875, max: 0.27980417013168335
2018-05-11 09:45:06,896 Grad is: min: -0.0016893316060304642, max: 0.0015678845811635256
2018-05-11 09:45:06,896 Target is: min: 0, max: 0
2018-05-11 09:45:06,896 --------------------------------------
2018-05-11 09:45:06,896 --------------------------------------
2018-05-11 09:45:06,896 Name is: layer4.0.bn1.weight
2018-05-11 09:45:06,897 Data is: min: 0.9990438222885132, max: 1.0009126663208008
2018-05-11 09:45:06,897 Grad is: min: -0.0013527392875403166, max: 0.0013944521779194474
2018-05-11 09:45:06,897 Target is: min: 0, max: 0
2018-05-11 09:45:06,897 --------------------------------------
2018-05-11 09:45:06,897 --------------------------------------
2018-05-11 09:45:06,897 Name is: layer4.0.bn1.bias
2018-05-11 09:45:06,898 Data is: min: -0.0009025161853060126, max: 0.0009667332633398473
2018-05-11 09:45:06,898 Grad is: min: -0.0010765631450340152, max: 0.0010814201086759567
2018-05-11 09:45:06,898 Target is: min: 0, max: 0
2018-05-11 09:45:06,898 --------------------------------------
2018-05-11 09:45:06,898 --------------------------------------
2018-05-11 09:45:06,898 Name is: layer4.0.conv2.weight
2018-05-11 09:45:06,899 Data is: min: -0.10460337996482849, max: 0.10676943510770798
2018-05-11 09:45:06,899 Grad is: min: -0.0033308127894997597, max: 0.0026699199806898832
2018-05-11 09:45:06,899 Target is: min: 0, max: 0
2018-05-11 09:45:06,899 --------------------------------------
2018-05-11 09:45:06,899 --------------------------------------
2018-05-11 09:45:06,899 Name is: layer4.0.bn2.weight
2018-05-11 09:45:06,900 Data is: min: 0.9990561604499817, max: 1.0009549856185913
2018-05-11 09:45:06,900 Grad is: min: -0.0018999804742634296, max: 0.0015881673898547888
2018-05-11 09:45:06,900 Target is: min: 0, max: 0
2018-05-11 09:45:06,900 --------------------------------------
2018-05-11 09:45:06,900 --------------------------------------
2018-05-11 09:45:06,900 Name is: layer4.0.bn2.bias
2018-05-11 09:45:06,901 Data is: min: -0.0009441733709536493, max: 0.0009754046914167702
2018-05-11 09:45:06,901 Grad is: min: -0.0012161280028522015, max: 0.001313905231654644
2018-05-11 09:45:06,901 Target is: min: 0, max: 0
2018-05-11 09:45:06,901 --------------------------------------
2018-05-11 09:45:06,901 --------------------------------------
2018-05-11 09:45:06,901 Name is: layer4.0.conv3.weight
2018-05-11 09:45:06,902 Data is: min: -0.15783824026584625, max: 0.1575218290090561
2018-05-11 09:45:06,902 Grad is: min: -0.0026003080420196056, max: 0.002523316303268075
2018-05-11 09:45:06,902 Target is: min: 0, max: 0
2018-05-11 09:45:06,902 --------------------------------------
2018-05-11 09:45:06,903 --------------------------------------
2018-05-11 09:45:06,903 Name is: layer4.0.bn3.weight
2018-05-11 09:45:06,903 Data is: min: 0.9990110993385315, max: 1.0010038614273071
2018-05-11 09:45:06,903 Grad is: min: -0.0024960734881460667, max: 0.0015899123391136527
2018-05-11 09:45:06,903 Target is: min: 0, max: 0
2018-05-11 09:45:06,903 --------------------------------------
2018-05-11 09:45:06,904 --------------------------------------
2018-05-11 09:45:06,904 Name is: layer4.0.bn3.bias
2018-05-11 09:45:06,904 Data is: min: -0.0009827592875808477, max: 0.001001218450255692
2018-05-11 09:45:06,904 Grad is: min: -0.003385019488632679, max: 0.002370160073041916
2018-05-11 09:45:06,904 Target is: min: 0, max: 0
2018-05-11 09:45:06,904 --------------------------------------
2018-05-11 09:45:06,904 --------------------------------------
2018-05-11 09:45:06,905 Name is: layer4.0.downsample.0.weight
2018-05-11 09:45:06,905 Data is: min: -0.15014341473579407, max: 0.17921049892902374
2018-05-11 09:45:06,905 Grad is: min: -0.0019265856826677918, max: 0.0021582976914942265
2018-05-11 09:45:06,905 Target is: min: 0, max: 0
2018-05-11 09:45:06,906 --------------------------------------
2018-05-11 09:45:06,906 --------------------------------------
2018-05-11 09:45:06,906 Name is: layer4.0.downsample.1.weight
2018-05-11 09:45:06,906 Data is: min: 0.9990152716636658, max: 1.00099778175354
2018-05-11 09:45:06,906 Grad is: min: -0.0024937770795077085, max: 0.0017557457322254777
2018-05-11 09:45:06,906 Target is: min: 0, max: 0
2018-05-11 09:45:06,907 --------------------------------------
2018-05-11 09:45:06,907 --------------------------------------
2018-05-11 09:45:06,907 Name is: layer4.0.downsample.1.bias
2018-05-11 09:45:06,907 Data is: min: -0.0009827592875808477, max: 0.001001218450255692
2018-05-11 09:45:06,907 Grad is: min: -0.003385019488632679, max: 0.002370160073041916
2018-05-11 09:45:06,907 Target is: min: 0, max: 0
2018-05-11 09:45:06,907 --------------------------------------
2018-05-11 09:45:06,908 --------------------------------------
2018-05-11 09:45:06,908 Name is: layer4.1.conv1.weight
2018-05-11 09:45:06,908 Data is: min: -0.30674833059310913, max: 0.3032217025756836
2018-05-11 09:45:06,908 Grad is: min: -0.0009817627724260092, max: 0.001081731403246522
2018-05-11 09:45:06,909 Target is: min: 0, max: 0
2018-05-11 09:45:06,909 --------------------------------------
2018-05-11 09:45:06,909 --------------------------------------
2018-05-11 09:45:06,909 Name is: layer4.1.bn1.weight
2018-05-11 09:45:06,909 Data is: min: 0.9990566968917847, max: 1.0009077787399292
2018-05-11 09:45:06,909 Grad is: min: -0.0012285199481993914, max: 0.0011225339258089662
2018-05-11 09:45:06,910 Target is: min: 0, max: 0
2018-05-11 09:45:06,910 --------------------------------------
2018-05-11 09:45:06,910 --------------------------------------
2018-05-11 09:45:06,910 Name is: layer4.1.bn1.bias
2018-05-11 09:45:06,910 Data is: min: -0.0009088379447348416, max: 0.0009447969496250153
2018-05-11 09:45:06,910 Grad is: min: -0.0009664373937994242, max: 0.0010857426095753908
2018-05-11 09:45:06,910 Target is: min: 0, max: 0
2018-05-11 09:45:06,911 --------------------------------------
2018-05-11 09:45:06,911 --------------------------------------
2018-05-11 09:45:06,911 Name is: layer4.1.conv2.weight
2018-05-11 09:45:06,911 Data is: min: -0.10295340418815613, max: 0.10999362170696259
2018-05-11 09:45:06,912 Grad is: min: -0.0029068554285913706, max: 0.0022987681441009045
2018-05-11 09:45:06,912 Target is: min: 0, max: 0
2018-05-11 09:45:06,912 --------------------------------------
2018-05-11 09:45:06,912 --------------------------------------
2018-05-11 09:45:06,912 Name is: layer4.1.bn2.weight
2018-05-11 09:45:06,912 Data is: min: 0.9990397095680237, max: 1.0009647607803345
2018-05-11 09:45:06,913 Grad is: min: -0.0011742633068934083, max: 0.0010999852092936635
2018-05-11 09:45:06,913 Target is: min: 0, max: 0
2018-05-11 09:45:06,913 --------------------------------------
2018-05-11 09:45:06,913 --------------------------------------
2018-05-11 09:45:06,913 Name is: layer4.1.bn2.bias
2018-05-11 09:45:06,913 Data is: min: -0.0009776987135410309, max: 0.0009868527995422482
2018-05-11 09:45:06,914 Grad is: min: -0.0011081299744546413, max: 0.0009073546389117837
2018-05-11 09:45:06,914 Target is: min: 0, max: 0
2018-05-11 09:45:06,914 --------------------------------------
2018-05-11 09:45:06,914 --------------------------------------
2018-05-11 09:45:06,914 Name is: layer4.1.conv3.weight
2018-05-11 09:45:06,914 Data is: min: -0.15321466326713562, max: 0.15446890890598297
2018-05-11 09:45:06,915 Grad is: min: -0.0023011951707303524, max: 0.0018657260807231069
2018-05-11 09:45:06,915 Target is: min: 0, max: 0
2018-05-11 09:45:06,915 --------------------------------------
2018-05-11 09:45:06,915 --------------------------------------
2018-05-11 09:45:06,915 Name is: layer4.1.bn3.weight
2018-05-11 09:45:06,915 Data is: min: 0.9990124702453613, max: 1.0009963512420654
2018-05-11 09:45:06,916 Grad is: min: -0.0027761359233409166, max: 0.001916701439768076
2018-05-11 09:45:06,916 Target is: min: 0, max: 0
2018-05-11 09:45:06,916 --------------------------------------
2018-05-11 09:45:06,916 --------------------------------------
2018-05-11 09:45:06,916 Name is: layer4.1.bn3.bias
2018-05-11 09:45:06,916 Data is: min: -0.0009815605590119958, max: 0.0009998040040954947
2018-05-11 09:45:06,917 Grad is: min: -0.00429809745401144, max: 0.0035109457094222307
2018-05-11 09:45:06,917 Target is: min: 0, max: 0
2018-05-11 09:45:06,917 --------------------------------------
2018-05-11 09:45:06,917 --------------------------------------
2018-05-11 09:45:06,917 Name is: layer4.2.conv1.weight
2018-05-11 09:45:06,917 Data is: min: -0.3048202693462372, max: 0.32062333822250366
2018-05-11 09:45:06,918 Grad is: min: -0.0007306381594389677, max: 0.0006592562422156334
2018-05-11 09:45:06,918 Target is: min: 0, max: 0
2018-05-11 09:45:06,918 --------------------------------------
2018-05-11 09:45:06,918 --------------------------------------
2018-05-11 09:45:06,918 Name is: layer4.2.bn1.weight
2018-05-11 09:45:06,919 Data is: min: 0.9990618824958801, max: 1.000959038734436
2018-05-11 09:45:06,919 Grad is: min: -0.001332974643446505, max: 0.000782332441303879
2018-05-11 09:45:06,919 Target is: min: 0, max: 0
2018-05-11 09:45:06,919 --------------------------------------
2018-05-11 09:45:06,919 --------------------------------------
2018-05-11 09:45:06,919 Name is: layer4.2.bn1.bias
2018-05-11 09:45:06,919 Data is: min: -0.0009134914143942297, max: 0.0009501231252215803
2018-05-11 09:45:06,920 Grad is: min: -0.0009330370230600238, max: 0.0007115850457921624
2018-05-11 09:45:06,920 Target is: min: 0, max: 0
2018-05-11 09:45:06,920 --------------------------------------
2018-05-11 09:45:06,920 --------------------------------------
2018-05-11 09:45:06,920 Name is: layer4.2.conv2.weight
2018-05-11 09:45:06,921 Data is: min: -0.10755981504917145, max: 0.10297522693872452
2018-05-11 09:45:06,921 Grad is: min: -0.0024281032383441925, max: 0.0020585793536156416
2018-05-11 09:45:06,921 Target is: min: 0, max: 0
2018-05-11 09:45:06,921 --------------------------------------
2018-05-11 09:45:06,921 --------------------------------------
2018-05-11 09:45:06,921 Name is: layer4.2.bn2.weight
2018-05-11 09:45:06,922 Data is: min: 0.9990296959877014, max: 1.0009779930114746
2018-05-11 09:45:06,922 Grad is: min: -0.0011267527006566525, max: 0.0010391325922682881
2018-05-11 09:45:06,922 Target is: min: 0, max: 0
2018-05-11 09:45:06,922 --------------------------------------
2018-05-11 09:45:06,922 --------------------------------------
2018-05-11 09:45:06,922 Name is: layer4.2.bn2.bias
2018-05-11 09:45:06,923 Data is: min: -0.0009660651558078825, max: 0.0009751595789566636
2018-05-11 09:45:06,923 Grad is: min: -0.0008979886770248413, max: 0.0005875364295206964
2018-05-11 09:45:06,923 Target is: min: 0, max: 0
2018-05-11 09:45:06,923 --------------------------------------
2018-05-11 09:45:06,923 --------------------------------------
2018-05-11 09:45:06,923 Name is: layer4.2.conv3.weight
2018-05-11 09:45:06,924 Data is: min: -0.16177096962928772, max: 0.15568898618221283
2018-05-11 09:45:06,924 Grad is: min: -0.0018864527810364962, max: 0.0017356580356135964
2018-05-11 09:45:06,924 Target is: min: 0, max: 0
2018-05-11 09:45:06,924 --------------------------------------
2018-05-11 09:45:06,924 --------------------------------------
2018-05-11 09:45:06,925 Name is: layer4.2.bn3.weight
2018-05-11 09:45:06,925 Data is: min: 0.999024510383606, max: 1.0010066032409668
2018-05-11 09:45:06,925 Grad is: min: -0.002522005932405591, max: 0.001678368542343378
2018-05-11 09:45:06,925 Target is: min: 0, max: 0
2018-05-11 09:45:06,925 --------------------------------------
2018-05-11 09:45:06,925 --------------------------------------
2018-05-11 09:45:06,925 Name is: layer4.2.bn3.bias
2018-05-11 09:45:06,926 Data is: min: -0.00097848498262465, max: 0.001003983779810369
2018-05-11 09:45:06,926 Grad is: min: -0.0052230763249099255, max: 0.004805329255759716
2018-05-11 09:45:06,926 Target is: min: 0, max: 0
2018-05-11 09:45:06,926 --------------------------------------
2018-05-11 09:45:06,926 --------------------------------------
2018-05-11 09:45:06,926 Name is: fc.weight
2018-05-11 09:45:06,927 Data is: min: -0.023079873993992805, max: 0.02306676097214222
2018-05-11 09:45:06,927 Grad is: min: -0.3977682590484619, max: 0.008083307184278965
2018-05-11 09:45:06,927 Target is: min: 0, max: 0
2018-05-11 09:45:06,927 --------------------------------------
2018-05-11 09:45:06,927 --------------------------------------
2018-05-11 09:45:06,928 Name is: fc.bias
2018-05-11 09:45:06,928 Data is: min: -0.02227752096951008, max: 0.0210577342659235
2018-05-11 09:45:06,928 Grad is: min: -0.2797406315803528, max: 0.005207346752285957
2018-05-11 09:45:06,928 Target is: min: 0, max: 0
2018-05-11 09:45:06,928 --------------------------------------
2018-05-11 09:45:06,928 -- RUNNING_LOSS: 0.32884928584098816
2018-05-11 09:45:06,929 -- ITERATION: 10
2018-05-11 09:45:07,013 --------------------------------------
2018-05-11 09:45:07,013 Name is: conv1.weight
2018-05-11 09:45:07,014 Data is: min: -0.10916870832443237, max: 0.09902096539735794
2018-05-11 09:45:07,014 Grad is: min: -1.2362314462661743, max: 1.0739449262619019
2018-05-11 09:45:07,015 Target is: min: 0, max: 0
2018-05-11 09:45:07,015 --------------------------------------
2018-05-11 09:45:07,015 --------------------------------------
2018-05-11 09:45:07,015 Name is: bn1.weight
2018-05-11 09:45:07,016 Data is: min: 0.9993670582771301, max: 1.000597357749939
2018-05-11 09:45:07,016 Grad is: min: -0.09846145659685135, max: 0.13852538168430328
2018-05-11 09:45:07,016 Target is: min: 0, max: 0
2018-05-11 09:45:07,016 --------------------------------------
2018-05-11 09:45:07,016 --------------------------------------
2018-05-11 09:45:07,017 Name is: bn1.bias
2018-05-11 09:45:07,017 Data is: min: -0.0005966952885501087, max: 0.0006349486648105085
2018-05-11 09:45:07,017 Grad is: min: -0.058896422386169434, max: 0.062259823083877563
2018-05-11 09:45:07,018 Target is: min: 0, max: 0
2018-05-11 09:45:07,018 --------------------------------------
2018-05-11 09:45:07,018 --------------------------------------
2018-05-11 09:45:07,018 Name is: layer1.0.conv1.weight
2018-05-11 09:45:07,018 Data is: min: -0.6506192088127136, max: 0.5569268465042114
2018-05-11 09:45:07,019 Grad is: min: -0.18534021079540253, max: 0.13236959278583527
2018-05-11 09:45:07,019 Target is: min: 0, max: 0
2018-05-11 09:45:07,019 --------------------------------------
2018-05-11 09:45:07,019 --------------------------------------
2018-05-11 09:45:07,020 Name is: layer1.0.bn1.weight
2018-05-11 09:45:07,020 Data is: min: 0.999230682849884, max: 1.0007712841033936
2018-05-11 09:45:07,020 Grad is: min: -0.07923725247383118, max: 0.07028193771839142
2018-05-11 09:45:07,021 Target is: min: 0, max: 0
2018-05-11 09:45:07,021 --------------------------------------
2018-05-11 09:45:07,021 --------------------------------------
2018-05-11 09:45:07,021 Name is: layer1.0.bn1.bias
2018-05-11 09:45:07,021 Data is: min: -0.0007674936787225306, max: 0.0006383736617863178
2018-05-11 09:45:07,022 Grad is: min: -0.07905290275812149, max: 0.06152421236038208
2018-05-11 09:45:07,022 Target is: min: 0, max: 0
2018-05-11 09:45:07,022 --------------------------------------
2018-05-11 09:45:07,022 --------------------------------------
2018-05-11 09:45:07,022 Name is: layer1.0.conv2.weight
2018-05-11 09:45:07,023 Data is: min: -0.23841379582881927, max: 0.21655672788619995
2018-05-11 09:45:07,023 Grad is: min: -0.09980674088001251, max: 0.09849750995635986
2018-05-11 09:45:07,024 Target is: min: 0, max: 0
2018-05-11 09:45:07,024 --------------------------------------
2018-05-11 09:45:07,024 --------------------------------------
2018-05-11 09:45:07,024 Name is: layer1.0.bn2.weight
2018-05-11 09:45:07,024 Data is: min: 0.9992347359657288, max: 1.0008585453033447
2018-05-11 09:45:07,025 Grad is: min: -0.04688460752367973, max: 0.049553267657756805
2018-05-11 09:45:07,025 Target is: min: 0, max: 0
2018-05-11 09:45:07,025 --------------------------------------
2018-05-11 09:45:07,025 --------------------------------------
2018-05-11 09:45:07,025 Name is: layer1.0.bn2.bias
2018-05-11 09:45:07,026 Data is: min: -0.0007645564037375152, max: 0.000766041106544435
2018-05-11 09:45:07,026 Grad is: min: -0.03102938085794449, max: 0.03898768126964569
2018-05-11 09:45:07,026 Target is: min: 0, max: 0
2018-05-11 09:45:07,026 --------------------------------------
2018-05-11 09:45:07,026 --------------------------------------
2018-05-11 09:45:07,027 Name is: layer1.0.conv3.weight
2018-05-11 09:45:07,027 Data is: min: -0.34055784344673157, max: 0.3544526994228363
2018-05-11 09:45:07,027 Grad is: min: -0.07599374651908875, max: 0.0992492139339447
2018-05-11 09:45:07,028 Target is: min: 0, max: 0
2018-05-11 09:45:07,028 --------------------------------------
2018-05-11 09:45:07,028 --------------------------------------
2018-05-11 09:45:07,028 Name is: layer1.0.bn3.weight
2018-05-11 09:45:07,028 Data is: min: 0.9990749955177307, max: 1.0008655786514282
2018-05-11 09:45:07,029 Grad is: min: -0.025821857154369354, max: 0.03553202748298645
2018-05-11 09:45:07,029 Target is: min: 0, max: 0
2018-05-11 09:45:07,029 --------------------------------------
2018-05-11 09:45:07,029 --------------------------------------
2018-05-11 09:45:07,029 Name is: layer1.0.bn3.bias
2018-05-11 09:45:07,030 Data is: min: -0.0008770215208642185, max: 0.0007840151665732265
2018-05-11 09:45:07,030 Grad is: min: -0.018132532015442848, max: 0.029583977535367012
2018-05-11 09:45:07,030 Target is: min: 0, max: 0
2018-05-11 09:45:07,030 --------------------------------------
2018-05-11 09:45:07,031 --------------------------------------
2018-05-11 09:45:07,031 Name is: layer1.0.downsample.0.weight
2018-05-11 09:45:07,031 Data is: min: -0.36236584186553955, max: 0.3522345721721649
2018-05-11 09:45:07,032 Grad is: min: -0.0883294939994812, max: 0.09737034142017365
2018-05-11 09:45:07,032 Target is: min: 0, max: 0
2018-05-11 09:45:07,032 --------------------------------------
2018-05-11 09:45:07,032 --------------------------------------
2018-05-11 09:45:07,032 Name is: layer1.0.downsample.1.weight
2018-05-11 09:45:07,032 Data is: min: 0.9992188811302185, max: 1.000826120376587
2018-05-11 09:45:07,033 Grad is: min: -0.028895897790789604, max: 0.02998465485870838
2018-05-11 09:45:07,033 Target is: min: 0, max: 0
2018-05-11 09:45:07,033 --------------------------------------
2018-05-11 09:45:07,033 --------------------------------------
2018-05-11 09:45:07,033 Name is: layer1.0.downsample.1.bias
2018-05-11 09:45:07,034 Data is: min: -0.0008770215208642185, max: 0.0007840151665732265
2018-05-11 09:45:07,034 Grad is: min: -0.018132532015442848, max: 0.029583977535367012
2018-05-11 09:45:07,034 Target is: min: 0, max: 0
2018-05-11 09:45:07,035 --------------------------------------
2018-05-11 09:45:07,035 --------------------------------------
2018-05-11 09:45:07,035 Name is: layer1.1.conv1.weight
2018-05-11 09:45:07,035 Data is: min: -0.7394576668739319, max: 0.6868993043899536
2018-05-11 09:45:07,036 Grad is: min: -0.03912892937660217, max: 0.03587016090750694
2018-05-11 09:45:07,036 Target is: min: 0, max: 0
2018-05-11 09:45:07,036 --------------------------------------
2018-05-11 09:45:07,036 --------------------------------------
2018-05-11 09:45:07,036 Name is: layer1.1.bn1.weight
2018-05-11 09:45:07,037 Data is: min: 0.9991927742958069, max: 1.0008245706558228
2018-05-11 09:45:07,037 Grad is: min: -0.04264933615922928, max: 0.03826218470931053
2018-05-11 09:45:07,037 Target is: min: 0, max: 0
2018-05-11 09:45:07,037 --------------------------------------
2018-05-11 09:45:07,037 --------------------------------------
2018-05-11 09:45:07,037 Name is: layer1.1.bn1.bias
2018-05-11 09:45:07,038 Data is: min: -0.0008102200808934867, max: 0.0007817266159690917
2018-05-11 09:45:07,038 Grad is: min: -0.07345046103000641, max: 0.036487724632024765
2018-05-11 09:45:07,038 Target is: min: 0, max: 0
2018-05-11 09:45:07,038 --------------------------------------
2018-05-11 09:45:07,039 --------------------------------------
2018-05-11 09:45:07,039 Name is: layer1.1.conv2.weight
2018-05-11 09:45:07,039 Data is: min: -0.2602817714214325, max: 0.2257786989212036
2018-05-11 09:45:07,039 Grad is: min: -0.058935947716236115, max: 0.05319635197520256
2018-05-11 09:45:07,040 Target is: min: 0, max: 0
2018-05-11 09:45:07,040 --------------------------------------
2018-05-11 09:45:07,040 --------------------------------------
2018-05-11 09:45:07,040 Name is: layer1.1.bn2.weight
2018-05-11 09:45:07,040 Data is: min: 0.9991262555122375, max: 1.0007624626159668
2018-05-11 09:45:07,041 Grad is: min: -0.03269944712519646, max: 0.03199054300785065
2018-05-11 09:45:07,041 Target is: min: 0, max: 0
2018-05-11 09:45:07,041 --------------------------------------
2018-05-11 09:45:07,041 --------------------------------------
2018-05-11 09:45:07,041 Name is: layer1.1.bn2.bias
2018-05-11 09:45:07,042 Data is: min: -0.0007260729325935245, max: 0.0007643152493983507
2018-05-11 09:45:07,042 Grad is: min: -0.029369117692112923, max: 0.03314810246229172
2018-05-11 09:45:07,042 Target is: min: 0, max: 0
2018-05-11 09:45:07,042 --------------------------------------
2018-05-11 09:45:07,042 --------------------------------------
2018-05-11 09:45:07,043 Name is: layer1.1.conv3.weight
2018-05-11 09:45:07,043 Data is: min: -0.37154150009155273, max: 0.3655296862125397
2018-05-11 09:45:07,043 Grad is: min: -0.04341622814536095, max: 0.04341913014650345
2018-05-11 09:45:07,043 Target is: min: 0, max: 0
2018-05-11 09:45:07,044 --------------------------------------
2018-05-11 09:45:07,044 --------------------------------------
2018-05-11 09:45:07,044 Name is: layer1.1.bn3.weight
2018-05-11 09:45:07,044 Data is: min: 0.9990702271461487, max: 1.0008678436279297
2018-05-11 09:45:07,045 Grad is: min: -0.014783037826418877, max: 0.021921325474977493
2018-05-11 09:45:07,045 Target is: min: 0, max: 0
2018-05-11 09:45:07,045 --------------------------------------
2018-05-11 09:45:07,045 --------------------------------------
2018-05-11 09:45:07,045 Name is: layer1.1.bn3.bias
2018-05-11 09:45:07,045 Data is: min: -0.0009171470883302391, max: 0.0008799430215731263
2018-05-11 09:45:07,046 Grad is: min: -0.012261176481842995, max: 0.01005106046795845
2018-05-11 09:45:07,046 Target is: min: 0, max: 0
2018-05-11 09:45:07,046 --------------------------------------
2018-05-11 09:45:07,046 --------------------------------------
2018-05-11 09:45:07,046 Name is: layer1.2.conv1.weight
2018-05-11 09:45:07,047 Data is: min: -0.7299723029136658, max: 0.7824363708496094
2018-05-11 09:45:07,047 Grad is: min: -0.024918563663959503, max: 0.02141326107084751
2018-05-11 09:45:07,047 Target is: min: 0, max: 0
2018-05-11 09:45:07,047 --------------------------------------
2018-05-11 09:45:07,048 --------------------------------------
2018-05-11 09:45:07,048 Name is: layer1.2.bn1.weight
2018-05-11 09:45:07,048 Data is: min: 0.9990734457969666, max: 1.000706434249878
2018-05-11 09:45:07,048 Grad is: min: -0.02497364766895771, max: 0.038211774080991745
2018-05-11 09:45:07,049 Target is: min: 0, max: 0
2018-05-11 09:45:07,049 --------------------------------------
2018-05-11 09:45:07,049 --------------------------------------
2018-05-11 09:45:07,049 Name is: layer1.2.bn1.bias
2018-05-11 09:45:07,049 Data is: min: -0.0006991987465880811, max: 0.0007032577414065599
2018-05-11 09:45:07,050 Grad is: min: -0.018449798226356506, max: 0.02627861499786377
2018-05-11 09:45:07,050 Target is: min: 0, max: 0
2018-05-11 09:45:07,050 --------------------------------------
2018-05-11 09:45:07,050 --------------------------------------
2018-05-11 09:45:07,050 Name is: layer1.2.conv2.weight
2018-05-11 09:45:07,050 Data is: min: -0.24025005102157593, max: 0.22535397112369537
2018-05-11 09:45:07,051 Grad is: min: -0.03793874382972717, max: 0.03586549684405327
2018-05-11 09:45:07,051 Target is: min: 0, max: 0
2018-05-11 09:45:07,051 --------------------------------------
2018-05-11 09:45:07,051 --------------------------------------
2018-05-11 09:45:07,051 Name is: layer1.2.bn2.weight
2018-05-11 09:45:07,052 Data is: min: 0.9992353320121765, max: 1.000812292098999
2018-05-11 09:45:07,052 Grad is: min: -0.01609422266483307, max: 0.019794559106230736
2018-05-11 09:45:07,052 Target is: min: 0, max: 0
2018-05-11 09:45:07,052 --------------------------------------
2018-05-11 09:45:07,052 --------------------------------------
2018-05-11 09:45:07,053 Name is: layer1.2.bn2.bias
2018-05-11 09:45:07,053 Data is: min: -0.0006803444703109562, max: 0.0006858440465293825
2018-05-11 09:45:07,053 Grad is: min: -0.020681116729974747, max: 0.015115156769752502
2018-05-11 09:45:07,053 Target is: min: 0, max: 0
2018-05-11 09:45:07,054 --------------------------------------
2018-05-11 09:45:07,054 --------------------------------------
2018-05-11 09:45:07,054 Name is: layer1.2.conv3.weight
2018-05-11 09:45:07,054 Data is: min: -0.34629538655281067, max: 0.35818755626678467
2018-05-11 09:45:07,054 Grad is: min: -0.03052886202931404, max: 0.02690574713051319
2018-05-11 09:45:07,055 Target is: min: 0, max: 0
2018-05-11 09:45:07,055 --------------------------------------
2018-05-11 09:45:07,055 --------------------------------------
2018-05-11 09:45:07,055 Name is: layer1.2.bn3.weight
2018-05-11 09:45:07,055 Data is: min: 0.9991675019264221, max: 1.0008001327514648
2018-05-11 09:45:07,056 Grad is: min: -0.01253519393503666, max: 0.011419774033129215
2018-05-11 09:45:07,056 Target is: min: 0, max: 0
2018-05-11 09:45:07,056 --------------------------------------
2018-05-11 09:45:07,056 --------------------------------------
2018-05-11 09:45:07,056 Name is: layer1.2.bn3.bias
2018-05-11 09:45:07,057 Data is: min: -0.0009127389057539403, max: 0.0008532312349416316
2018-05-11 09:45:07,057 Grad is: min: -0.008239826187491417, max: 0.006741387769579887
2018-05-11 09:45:07,057 Target is: min: 0, max: 0
2018-05-11 09:45:07,057 --------------------------------------
2018-05-11 09:45:07,057 --------------------------------------
2018-05-11 09:45:07,057 Name is: layer2.0.conv1.weight
2018-05-11 09:45:07,058 Data is: min: -0.48877063393592834, max: 0.5266914963722229
2018-05-11 09:45:07,058 Grad is: min: -0.016782497987151146, max: 0.015850093215703964
2018-05-11 09:45:07,058 Target is: min: 0, max: 0
2018-05-11 09:45:07,058 --------------------------------------
2018-05-11 09:45:07,059 --------------------------------------
2018-05-11 09:45:07,059 Name is: layer2.0.bn1.weight
2018-05-11 09:45:07,059 Data is: min: 0.9990715384483337, max: 1.0009645223617554
2018-05-11 09:45:07,059 Grad is: min: -0.01694229617714882, max: 0.019767610356211662
2018-05-11 09:45:07,060 Target is: min: 0, max: 0
2018-05-11 09:45:07,060 --------------------------------------
2018-05-11 09:45:07,060 --------------------------------------
2018-05-11 09:45:07,060 Name is: layer2.0.bn1.bias
2018-05-11 09:45:07,060 Data is: min: -0.0007797990110702813, max: 0.0006945047643966973
2018-05-11 09:45:07,060 Grad is: min: -0.014933106489479542, max: 0.017308976501226425
2018-05-11 09:45:07,061 Target is: min: 0, max: 0
2018-05-11 09:45:07,061 --------------------------------------
2018-05-11 09:45:07,061 --------------------------------------
2018-05-11 09:45:07,061 Name is: layer2.0.conv2.weight
2018-05-11 09:45:07,061 Data is: min: -0.1866011768579483, max: 0.17112748324871063
2018-05-11 09:45:07,062 Grad is: min: -0.022708604112267494, max: 0.02191484346985817
2018-05-11 09:45:07,062 Target is: min: 0, max: 0
2018-05-11 09:45:07,062 --------------------------------------
2018-05-11 09:45:07,062 --------------------------------------
2018-05-11 09:45:07,062 Name is: layer2.0.bn2.weight
2018-05-11 09:45:07,062 Data is: min: 0.9990159869194031, max: 1.0008505582809448
2018-05-11 09:45:07,063 Grad is: min: -0.014149684458971024, max: 0.013764806091785431
2018-05-11 09:45:07,063 Target is: min: 0, max: 0
2018-05-11 09:45:07,063 --------------------------------------
2018-05-11 09:45:07,063 --------------------------------------
2018-05-11 09:45:07,063 Name is: layer2.0.bn2.bias
2018-05-11 09:45:07,064 Data is: min: -0.0009091162937693298, max: 0.0007309966022148728
2018-05-11 09:45:07,064 Grad is: min: -0.010280593298375607, max: 0.009463713504374027
2018-05-11 09:45:07,064 Target is: min: 0, max: 0
2018-05-11 09:45:07,064 --------------------------------------
2018-05-11 09:45:07,064 --------------------------------------
2018-05-11 09:45:07,064 Name is: layer2.0.conv3.weight
2018-05-11 09:45:07,065 Data is: min: -0.26723507046699524, max: 0.24760377407073975
2018-05-11 09:45:07,065 Grad is: min: -0.018458856269717216, max: 0.01871490478515625
2018-05-11 09:45:07,065 Target is: min: 0, max: 0
2018-05-11 09:45:07,065 --------------------------------------
2018-05-11 09:45:07,066 --------------------------------------
2018-05-11 09:45:07,066 Name is: layer2.0.bn3.weight
2018-05-11 09:45:07,066 Data is: min: 0.9990041851997375, max: 1.0009323358535767
2018-05-11 09:45:07,066 Grad is: min: -0.005845191422849894, max: 0.006666853558272123
2018-05-11 09:45:07,066 Target is: min: 0, max: 0
2018-05-11 09:45:07,067 --------------------------------------
2018-05-11 09:45:07,067 --------------------------------------
2018-05-11 09:45:07,067 Name is: layer2.0.bn3.bias
2018-05-11 09:45:07,067 Data is: min: -0.000977597781457007, max: 0.0009225800749845803
2018-05-11 09:45:07,067 Grad is: min: -0.005186000838875771, max: 0.006214171182364225
2018-05-11 09:45:07,068 Target is: min: 0, max: 0
2018-05-11 09:45:07,068 --------------------------------------
2018-05-11 09:45:07,068 --------------------------------------
2018-05-11 09:45:07,068 Name is: layer2.0.downsample.0.weight
2018-05-11 09:45:07,068 Data is: min: -0.2565881311893463, max: 0.2982659637928009
2018-05-11 09:45:07,069 Grad is: min: -0.014707950875163078, max: 0.014911283738911152
2018-05-11 09:45:07,069 Target is: min: 0, max: 0
2018-05-11 09:45:07,069 --------------------------------------
2018-05-11 09:45:07,069 --------------------------------------
2018-05-11 09:45:07,069 Name is: layer2.0.downsample.1.weight
2018-05-11 09:45:07,069 Data is: min: 0.9991486072540283, max: 1.0009236335754395
2018-05-11 09:45:07,070 Grad is: min: -0.007430911995470524, max: 0.00749139254912734
2018-05-11 09:45:07,070 Target is: min: 0, max: 0
2018-05-11 09:45:07,070 --------------------------------------
2018-05-11 09:45:07,070 --------------------------------------
2018-05-11 09:45:07,070 Name is: layer2.0.downsample.1.bias
2018-05-11 09:45:07,071 Data is: min: -0.000977597781457007, max: 0.0009225800749845803
2018-05-11 09:45:07,071 Grad is: min: -0.005186000838875771, max: 0.006214171182364225
2018-05-11 09:45:07,071 Target is: min: 0, max: 0
2018-05-11 09:45:07,071 --------------------------------------
2018-05-11 09:45:07,071 --------------------------------------
2018-05-11 09:45:07,071 Name is: layer2.1.conv1.weight
2018-05-11 09:45:07,072 Data is: min: -0.5158581137657166, max: 0.5575562715530396
2018-05-11 09:45:07,072 Grad is: min: -0.008353174664080143, max: 0.009275851771235466
2018-05-11 09:45:07,072 Target is: min: 0, max: 0
2018-05-11 09:45:07,072 --------------------------------------
2018-05-11 09:45:07,072 --------------------------------------
2018-05-11 09:45:07,073 Name is: layer2.1.bn1.weight
2018-05-11 09:45:07,073 Data is: min: 0.9992387294769287, max: 1.0008411407470703
2018-05-11 09:45:07,073 Grad is: min: -0.0105775510892272, max: 0.01028370764106512
2018-05-11 09:45:07,073 Target is: min: 0, max: 0
2018-05-11 09:45:07,073 --------------------------------------
2018-05-11 09:45:07,074 --------------------------------------
2018-05-11 09:45:07,074 Name is: layer2.1.bn1.bias
2018-05-11 09:45:07,074 Data is: min: -0.0008631889941170812, max: 0.0006646147812716663
2018-05-11 09:45:07,074 Grad is: min: -0.008566340431571007, max: 0.01018765289336443
2018-05-11 09:45:07,074 Target is: min: 0, max: 0
2018-05-11 09:45:07,074 --------------------------------------
2018-05-11 09:45:07,075 --------------------------------------
2018-05-11 09:45:07,075 Name is: layer2.1.conv2.weight
2018-05-11 09:45:07,075 Data is: min: -0.19646546244621277, max: 0.17462249100208282
2018-05-11 09:45:07,075 Grad is: min: -0.015570593066513538, max: 0.014693042263388634
2018-05-11 09:45:07,076 Target is: min: 0, max: 0
2018-05-11 09:45:07,076 --------------------------------------
2018-05-11 09:45:07,076 --------------------------------------
2018-05-11 09:45:07,076 Name is: layer2.1.bn2.weight
2018-05-11 09:45:07,076 Data is: min: 0.9992697238922119, max: 1.0008431673049927
2018-05-11 09:45:07,076 Grad is: min: -0.009884774684906006, max: 0.00895429216325283
2018-05-11 09:45:07,077 Target is: min: 0, max: 0
2018-05-11 09:45:07,077 --------------------------------------
2018-05-11 09:45:07,077 --------------------------------------
2018-05-11 09:45:07,077 Name is: layer2.1.bn2.bias
2018-05-11 09:45:07,077 Data is: min: -0.0006828234763815999, max: 0.0008594151586294174
2018-05-11 09:45:07,078 Grad is: min: -0.006286772899329662, max: 0.010121473111212254
2018-05-11 09:45:07,078 Target is: min: 0, max: 0
2018-05-11 09:45:07,078 --------------------------------------
2018-05-11 09:45:07,078 --------------------------------------
2018-05-11 09:45:07,078 Name is: layer2.1.conv3.weight
2018-05-11 09:45:07,078 Data is: min: -0.2448456585407257, max: 0.2415594458580017
2018-05-11 09:45:07,079 Grad is: min: -0.013208826072514057, max: 0.01266868133097887
2018-05-11 09:45:07,079 Target is: min: 0, max: 0
2018-05-11 09:45:07,079 --------------------------------------
2018-05-11 09:45:07,079 --------------------------------------
2018-05-11 09:45:07,079 Name is: layer2.1.bn3.weight
2018-05-11 09:45:07,079 Data is: min: 0.9991503953933716, max: 1.000921607017517
2018-05-11 09:45:07,080 Grad is: min: -0.004382875747978687, max: 0.004874500446021557
2018-05-11 09:45:07,080 Target is: min: 0, max: 0
2018-05-11 09:45:07,080 --------------------------------------
2018-05-11 09:45:07,080 --------------------------------------
2018-05-11 09:45:07,080 Name is: layer2.1.bn3.bias
2018-05-11 09:45:07,081 Data is: min: -0.0009297768119722605, max: 0.0009388096514157951
2018-05-11 09:45:07,081 Grad is: min: -0.0029359469190239906, max: 0.0029459847137331963
2018-05-11 09:45:07,081 Target is: min: 0, max: 0
2018-05-11 09:45:07,081 --------------------------------------
2018-05-11 09:45:07,081 --------------------------------------
2018-05-11 09:45:07,081 Name is: layer2.2.conv1.weight
2018-05-11 09:45:07,082 Data is: min: -0.5271083116531372, max: 0.49392032623291016
2018-05-11 09:45:07,082 Grad is: min: -0.0061066183261573315, max: 0.006977506447583437
2018-05-11 09:45:07,082 Target is: min: 0, max: 0
2018-05-11 09:45:07,082 --------------------------------------
2018-05-11 09:45:07,082 --------------------------------------
2018-05-11 09:45:07,082 Name is: layer2.2.bn1.weight
2018-05-11 09:45:07,083 Data is: min: 0.9992400407791138, max: 1.0008201599121094
2018-05-11 09:45:07,083 Grad is: min: -0.007605297490954399, max: 0.007354838773608208
2018-05-11 09:45:07,083 Target is: min: 0, max: 0
2018-05-11 09:45:07,083 --------------------------------------
2018-05-11 09:45:07,083 --------------------------------------
2018-05-11 09:45:07,084 Name is: layer2.2.bn1.bias
2018-05-11 09:45:07,084 Data is: min: -0.0008301713969558477, max: 0.0008283286006189883
2018-05-11 09:45:07,084 Grad is: min: -0.006253404542803764, max: 0.005278906784951687
2018-05-11 09:45:07,084 Target is: min: 0, max: 0
2018-05-11 09:45:07,084 --------------------------------------
2018-05-11 09:45:07,084 --------------------------------------
2018-05-11 09:45:07,085 Name is: layer2.2.conv2.weight
2018-05-11 09:45:07,085 Data is: min: -0.17435596883296967, max: 0.1818794161081314
2018-05-11 09:45:07,085 Grad is: min: -0.01140960119664669, max: 0.009894007816910744
2018-05-11 09:45:07,085 Target is: min: 0, max: 0
2018-05-11 09:45:07,085 --------------------------------------
2018-05-11 09:45:07,086 --------------------------------------
2018-05-11 09:45:07,086 Name is: layer2.2.bn2.weight
2018-05-11 09:45:07,086 Data is: min: 0.9991952776908875, max: 1.0007987022399902
2018-05-11 09:45:07,086 Grad is: min: -0.007977962493896484, max: 0.005357406567782164
2018-05-11 09:45:07,086 Target is: min: 0, max: 0
2018-05-11 09:45:07,086 --------------------------------------
2018-05-11 09:45:07,087 --------------------------------------
2018-05-11 09:45:07,087 Name is: layer2.2.bn2.bias
2018-05-11 09:45:07,087 Data is: min: -0.0008522894931957126, max: 0.0008602886809967458
2018-05-11 09:45:07,087 Grad is: min: -0.006938532926142216, max: 0.005017199087888002
2018-05-11 09:45:07,087 Target is: min: 0, max: 0
2018-05-11 09:45:07,088 --------------------------------------
2018-05-11 09:45:07,088 --------------------------------------
2018-05-11 09:45:07,088 Name is: layer2.2.conv3.weight
2018-05-11 09:45:07,088 Data is: min: -0.2632538080215454, max: 0.2820167541503906
2018-05-11 09:45:07,088 Grad is: min: -0.007774075958877802, max: 0.007510476745665073
2018-05-11 09:45:07,088 Target is: min: 0, max: 0
2018-05-11 09:45:07,089 --------------------------------------
2018-05-11 09:45:07,089 --------------------------------------
2018-05-11 09:45:07,089 Name is: layer2.2.bn3.weight
2018-05-11 09:45:07,089 Data is: min: 0.9991523027420044, max: 1.0008360147476196
2018-05-11 09:45:07,089 Grad is: min: -0.0034554495941847563, max: 0.0040014381520450115
2018-05-11 09:45:07,090 Target is: min: 0, max: 0
2018-05-11 09:45:07,090 --------------------------------------
2018-05-11 09:45:07,090 --------------------------------------
2018-05-11 09:45:07,090 Name is: layer2.2.bn3.bias
2018-05-11 09:45:07,090 Data is: min: -0.0009777648374438286, max: 0.0009794165380299091
2018-05-11 09:45:07,090 Grad is: min: -0.0022021359764039516, max: 0.002080285921692848
2018-05-11 09:45:07,091 Target is: min: 0, max: 0
2018-05-11 09:45:07,091 --------------------------------------
2018-05-11 09:45:07,091 --------------------------------------
2018-05-11 09:45:07,091 Name is: layer2.3.conv1.weight
2018-05-11 09:45:07,091 Data is: min: -0.5492647886276245, max: 0.5496206879615784
2018-05-11 09:45:07,092 Grad is: min: -0.004290559329092503, max: 0.0041663385927677155
2018-05-11 09:45:07,092 Target is: min: 0, max: 0
2018-05-11 09:45:07,092 --------------------------------------
2018-05-11 09:45:07,092 --------------------------------------
2018-05-11 09:45:07,092 Name is: layer2.3.bn1.weight
2018-05-11 09:45:07,092 Data is: min: 0.9992154240608215, max: 1.000824213027954
2018-05-11 09:45:07,093 Grad is: min: -0.007567453198134899, max: 0.007363875862210989
2018-05-11 09:45:07,093 Target is: min: 0, max: 0
2018-05-11 09:45:07,093 --------------------------------------
2018-05-11 09:45:07,093 --------------------------------------
2018-05-11 09:45:07,093 Name is: layer2.3.bn1.bias
2018-05-11 09:45:07,093 Data is: min: -0.0008458743686787784, max: 0.0009334099013358355
2018-05-11 09:45:07,094 Grad is: min: -0.004978346638381481, max: 0.004134622402489185
2018-05-11 09:45:07,094 Target is: min: 0, max: 0
2018-05-11 09:45:07,094 --------------------------------------
2018-05-11 09:45:07,094 --------------------------------------
2018-05-11 09:45:07,094 Name is: layer2.3.conv2.weight
2018-05-11 09:45:07,094 Data is: min: -0.1880911886692047, max: 0.17816969752311707
2018-05-11 09:45:07,095 Grad is: min: -0.007819229736924171, max: 0.00783808995038271
2018-05-11 09:45:07,095 Target is: min: 0, max: 0
2018-05-11 09:45:07,095 --------------------------------------
2018-05-11 09:45:07,095 --------------------------------------
2018-05-11 09:45:07,095 Name is: layer2.3.bn2.weight
2018-05-11 09:45:07,095 Data is: min: 0.9990520477294922, max: 1.000869870185852
2018-05-11 09:45:07,096 Grad is: min: -0.00463707372546196, max: 0.004110389854758978
2018-05-11 09:45:07,096 Target is: min: 0, max: 0
2018-05-11 09:45:07,096 --------------------------------------
2018-05-11 09:45:07,096 --------------------------------------
2018-05-11 09:45:07,096 Name is: layer2.3.bn2.bias
2018-05-11 09:45:07,096 Data is: min: -0.0008627291535958648, max: 0.0008854237967170775
2018-05-11 09:45:07,097 Grad is: min: -0.004355677869170904, max: 0.0036375857889652252
2018-05-11 09:45:07,097 Target is: min: 0, max: 0
2018-05-11 09:45:07,097 --------------------------------------
2018-05-11 09:45:07,097 --------------------------------------
2018-05-11 09:45:07,097 Name is: layer2.3.conv3.weight
2018-05-11 09:45:07,097 Data is: min: -0.30423504114151, max: 0.2733018696308136
2018-05-11 09:45:07,098 Grad is: min: -0.005773814395070076, max: 0.006725221872329712
2018-05-11 09:45:07,098 Target is: min: 0, max: 0
2018-05-11 09:45:07,098 --------------------------------------
2018-05-11 09:45:07,098 --------------------------------------
2018-05-11 09:45:07,098 Name is: layer2.3.bn3.weight
2018-05-11 09:45:07,098 Data is: min: 0.9990072250366211, max: 1.0008858442306519
2018-05-11 09:45:07,099 Grad is: min: -0.0028433960396796465, max: 0.0023990345653146505
2018-05-11 09:45:07,099 Target is: min: 0, max: 0
2018-05-11 09:45:07,099 --------------------------------------
2018-05-11 09:45:07,099 --------------------------------------
2018-05-11 09:45:07,099 Name is: layer2.3.bn3.bias
2018-05-11 09:45:07,099 Data is: min: -0.0008642668835818768, max: 0.0009330086759291589
2018-05-11 09:45:07,100 Grad is: min: -0.0014625601470470428, max: 0.0014691664837300777
2018-05-11 09:45:07,100 Target is: min: 0, max: 0
2018-05-11 09:45:07,100 --------------------------------------
2018-05-11 09:45:07,100 --------------------------------------
2018-05-11 09:45:07,100 Name is: layer3.0.conv1.weight
2018-05-11 09:45:07,100 Data is: min: -0.40439245104789734, max: 0.3636476397514343
2018-05-11 09:45:07,101 Grad is: min: -0.004189176484942436, max: 0.004084264859557152
2018-05-11 09:45:07,101 Target is: min: 0, max: 0
2018-05-11 09:45:07,101 --------------------------------------
2018-05-11 09:45:07,101 --------------------------------------
2018-05-11 09:45:07,101 Name is: layer3.0.bn1.weight
2018-05-11 09:45:07,101 Data is: min: 0.9991186261177063, max: 1.000905990600586
2018-05-11 09:45:07,102 Grad is: min: -0.003031652420759201, max: 0.0033244204241782427
2018-05-11 09:45:07,102 Target is: min: 0, max: 0
2018-05-11 09:45:07,102 --------------------------------------
2018-05-11 09:45:07,102 --------------------------------------
2018-05-11 09:45:07,102 Name is: layer3.0.bn1.bias
2018-05-11 09:45:07,102 Data is: min: -0.0008461897377856076, max: 0.0008654529810883105
2018-05-11 09:45:07,103 Grad is: min: -0.0030936747789382935, max: 0.00286479271017015
2018-05-11 09:45:07,103 Target is: min: 0, max: 0
2018-05-11 09:45:07,103 --------------------------------------
2018-05-11 09:45:07,103 --------------------------------------
2018-05-11 09:45:07,103 Name is: layer3.0.conv2.weight
2018-05-11 09:45:07,103 Data is: min: -0.13885775208473206, max: 0.13811011612415314
2018-05-11 09:45:07,104 Grad is: min: -0.005621715914458036, max: 0.00615709600970149
2018-05-11 09:45:07,104 Target is: min: 0, max: 0
2018-05-11 09:45:07,104 --------------------------------------
2018-05-11 09:45:07,104 --------------------------------------
2018-05-11 09:45:07,104 Name is: layer3.0.bn2.weight
2018-05-11 09:45:07,105 Data is: min: 0.9991817474365234, max: 1.0008478164672852
2018-05-11 09:45:07,105 Grad is: min: -0.0029422587249428034, max: 0.0031019560992717743
2018-05-11 09:45:07,105 Target is: min: 0, max: 0
2018-05-11 09:45:07,105 --------------------------------------
2018-05-11 09:45:07,105 --------------------------------------
2018-05-11 09:45:07,105 Name is: layer3.0.bn2.bias
2018-05-11 09:45:07,106 Data is: min: -0.0008959412225522101, max: 0.0009469446376897395
2018-05-11 09:45:07,106 Grad is: min: -0.0025598423089832067, max: 0.002746538259088993
2018-05-11 09:45:07,106 Target is: min: 0, max: 0
2018-05-11 09:45:07,106 --------------------------------------
2018-05-11 09:45:07,106 --------------------------------------
2018-05-11 09:45:07,106 Name is: layer3.0.conv3.weight
2018-05-11 09:45:07,107 Data is: min: -0.1929202824831009, max: 0.20158706605434418
2018-05-11 09:45:07,107 Grad is: min: -0.005094184540212154, max: 0.003931942395865917
2018-05-11 09:45:07,107 Target is: min: 0, max: 0
2018-05-11 09:45:07,107 --------------------------------------
2018-05-11 09:45:07,107 --------------------------------------
2018-05-11 09:45:07,107 Name is: layer3.0.bn3.weight
2018-05-11 09:45:07,108 Data is: min: 0.9990856051445007, max: 1.0009686946868896
2018-05-11 09:45:07,108 Grad is: min: -0.0016795515548437834, max: 0.0017503543058410287
2018-05-11 09:45:07,108 Target is: min: 0, max: 0
2018-05-11 09:45:07,108 --------------------------------------
2018-05-11 09:45:07,108 --------------------------------------
2018-05-11 09:45:07,108 Name is: layer3.0.bn3.bias
2018-05-11 09:45:07,109 Data is: min: -0.0009144942159764469, max: 0.0010327885393053293
2018-05-11 09:45:07,109 Grad is: min: -0.0011803319212049246, max: 0.001513452036306262
2018-05-11 09:45:07,109 Target is: min: 0, max: 0
2018-05-11 09:45:07,109 --------------------------------------
2018-05-11 09:45:07,109 --------------------------------------
2018-05-11 09:45:07,109 Name is: layer3.0.downsample.0.weight
2018-05-11 09:45:07,110 Data is: min: -0.20352871716022491, max: 0.19722631573677063
2018-05-11 09:45:07,110 Grad is: min: -0.002963579725474119, max: 0.003555024741217494
2018-05-11 09:45:07,110 Target is: min: 0, max: 0
2018-05-11 09:45:07,110 --------------------------------------
2018-05-11 09:45:07,110 --------------------------------------
2018-05-11 09:45:07,110 Name is: layer3.0.downsample.1.weight
2018-05-11 09:45:07,111 Data is: min: 0.9990715980529785, max: 1.0009382963180542
2018-05-11 09:45:07,111 Grad is: min: -0.0014927906449884176, max: 0.001876273425295949
2018-05-11 09:45:07,111 Target is: min: 0, max: 0
2018-05-11 09:45:07,111 --------------------------------------
2018-05-11 09:45:07,111 --------------------------------------
2018-05-11 09:45:07,111 Name is: layer3.0.downsample.1.bias
2018-05-11 09:45:07,112 Data is: min: -0.0009144942159764469, max: 0.0010327885393053293
2018-05-11 09:45:07,112 Grad is: min: -0.0011803319212049246, max: 0.001513452036306262
2018-05-11 09:45:07,112 Target is: min: 0, max: 0
2018-05-11 09:45:07,112 --------------------------------------
2018-05-11 09:45:07,112 --------------------------------------
2018-05-11 09:45:07,112 Name is: layer3.1.conv1.weight
2018-05-11 09:45:07,112 Data is: min: -0.4531615972518921, max: 0.3760906755924225
2018-05-11 09:45:07,113 Grad is: min: -0.0019824146293103695, max: 0.0020707284566015005
2018-05-11 09:45:07,113 Target is: min: 0, max: 0
2018-05-11 09:45:07,113 --------------------------------------
2018-05-11 09:45:07,113 --------------------------------------
2018-05-11 09:45:07,113 Name is: layer3.1.bn1.weight
2018-05-11 09:45:07,113 Data is: min: 0.999055027961731, max: 1.0008798837661743
2018-05-11 09:45:07,114 Grad is: min: -0.0031766355969011784, max: 0.0023672590032219887
2018-05-11 09:45:07,114 Target is: min: 0, max: 0
2018-05-11 09:45:07,114 --------------------------------------
2018-05-11 09:45:07,114 --------------------------------------
2018-05-11 09:45:07,114 Name is: layer3.1.bn1.bias
2018-05-11 09:45:07,114 Data is: min: -0.0008765996317379177, max: 0.0009755926439538598
2018-05-11 09:45:07,115 Grad is: min: -0.003286961931735277, max: 0.0028205125126987696
2018-05-11 09:45:07,115 Target is: min: 0, max: 0
2018-05-11 09:45:07,115 --------------------------------------
2018-05-11 09:45:07,115 --------------------------------------
2018-05-11 09:45:07,115 Name is: layer3.1.conv2.weight
2018-05-11 09:45:07,115 Data is: min: -0.13763779401779175, max: 0.13729485869407654
2018-05-11 09:45:07,116 Grad is: min: -0.0037817147094756365, max: 0.003839612938463688
2018-05-11 09:45:07,116 Target is: min: 0, max: 0
2018-05-11 09:45:07,116 --------------------------------------
2018-05-11 09:45:07,116 --------------------------------------
2018-05-11 09:45:07,116 Name is: layer3.1.bn2.weight
2018-05-11 09:45:07,116 Data is: min: 0.9991892576217651, max: 1.0009357929229736
2018-05-11 09:45:07,117 Grad is: min: -0.0019970296416431665, max: 0.0026614589150995016
2018-05-11 09:45:07,117 Target is: min: 0, max: 0
2018-05-11 09:45:07,117 --------------------------------------
2018-05-11 09:45:07,117 --------------------------------------
2018-05-11 09:45:07,117 Name is: layer3.1.bn2.bias
2018-05-11 09:45:07,117 Data is: min: -0.0008832653984427452, max: 0.0009465353796258569
2018-05-11 09:45:07,118 Grad is: min: -0.002088260604068637, max: 0.0015143377240747213
2018-05-11 09:45:07,118 Target is: min: 0, max: 0
2018-05-11 09:45:07,118 --------------------------------------
2018-05-11 09:45:07,118 --------------------------------------
2018-05-11 09:45:07,118 Name is: layer3.1.conv3.weight
2018-05-11 09:45:07,118 Data is: min: -0.20944488048553467, max: 0.19657304883003235
2018-05-11 09:45:07,119 Grad is: min: -0.002845178125426173, max: 0.0029215384274721146
2018-05-11 09:45:07,119 Target is: min: 0, max: 0
2018-05-11 09:45:07,119 --------------------------------------
2018-05-11 09:45:07,119 --------------------------------------
2018-05-11 09:45:07,119 Name is: layer3.1.bn3.weight
2018-05-11 09:45:07,119 Data is: min: 0.999028742313385, max: 1.000954270362854
2018-05-11 09:45:07,120 Grad is: min: -0.0012467538472265005, max: 0.0011712608393281698
2018-05-11 09:45:07,120 Target is: min: 0, max: 0
2018-05-11 09:45:07,120 --------------------------------------
2018-05-11 09:45:07,120 --------------------------------------
2018-05-11 09:45:07,120 Name is: layer3.1.bn3.bias
2018-05-11 09:45:07,120 Data is: min: -0.0009994386928156018, max: 0.000994888599961996
2018-05-11 09:45:07,121 Grad is: min: -0.0008925175061449409, max: 0.0008441107929684222
2018-05-11 09:45:07,121 Target is: min: 0, max: 0
2018-05-11 09:45:07,121 --------------------------------------
2018-05-11 09:45:07,121 --------------------------------------
2018-05-11 09:45:07,121 Name is: layer3.2.conv1.weight
2018-05-11 09:45:07,121 Data is: min: -0.39757129549980164, max: 0.4382563829421997
2018-05-11 09:45:07,122 Grad is: min: -0.0015027025947347283, max: 0.0017245777416974306
2018-05-11 09:45:07,122 Target is: min: 0, max: 0
2018-05-11 09:45:07,122 --------------------------------------
2018-05-11 09:45:07,122 --------------------------------------
2018-05-11 09:45:07,122 Name is: layer3.2.bn1.weight
2018-05-11 09:45:07,122 Data is: min: 0.9991106390953064, max: 1.0009461641311646
2018-05-11 09:45:07,123 Grad is: min: -0.0017696553841233253, max: 0.0019688322208821774
2018-05-11 09:45:07,123 Target is: min: 0, max: 0
2018-05-11 09:45:07,123 --------------------------------------
2018-05-11 09:45:07,123 --------------------------------------
2018-05-11 09:45:07,123 Name is: layer3.2.bn1.bias
2018-05-11 09:45:07,123 Data is: min: -0.0008635387639515102, max: 0.0009500294108875096
2018-05-11 09:45:07,124 Grad is: min: -0.0016180293168872595, max: 0.00198694528080523
2018-05-11 09:45:07,124 Target is: min: 0, max: 0
2018-05-11 09:45:07,124 --------------------------------------
2018-05-11 09:45:07,124 --------------------------------------
2018-05-11 09:45:07,124 Name is: layer3.2.conv2.weight
2018-05-11 09:45:07,124 Data is: min: -0.1397184282541275, max: 0.1339033544063568
2018-05-11 09:45:07,125 Grad is: min: -0.002924003405496478, max: 0.00291640218347311
2018-05-11 09:45:07,125 Target is: min: 0, max: 0
2018-05-11 09:45:07,125 --------------------------------------
2018-05-11 09:45:07,125 --------------------------------------
2018-05-11 09:45:07,125 Name is: layer3.2.bn2.weight
2018-05-11 09:45:07,125 Data is: min: 0.9991416335105896, max: 1.0009428262710571
2018-05-11 09:45:07,126 Grad is: min: -0.0015956771094352007, max: 0.002030160278081894
2018-05-11 09:45:07,126 Target is: min: 0, max: 0
2018-05-11 09:45:07,126 --------------------------------------
2018-05-11 09:45:07,126 --------------------------------------
2018-05-11 09:45:07,126 Name is: layer3.2.bn2.bias
2018-05-11 09:45:07,126 Data is: min: -0.0009591710404492915, max: 0.0009447599877603352
2018-05-11 09:45:07,127 Grad is: min: -0.001285553677007556, max: 0.001300542033277452
2018-05-11 09:45:07,127 Target is: min: 0, max: 0
2018-05-11 09:45:07,127 --------------------------------------
2018-05-11 09:45:07,127 --------------------------------------
2018-05-11 09:45:07,127 Name is: layer3.2.conv3.weight
2018-05-11 09:45:07,127 Data is: min: -0.19863110780715942, max: 0.2171955108642578
2018-05-11 09:45:07,128 Grad is: min: -0.002355279168114066, max: 0.002205308759585023
2018-05-11 09:45:07,128 Target is: min: 0, max: 0
2018-05-11 09:45:07,128 --------------------------------------
2018-05-11 09:45:07,128 --------------------------------------
2018-05-11 09:45:07,128 Name is: layer3.2.bn3.weight
2018-05-11 09:45:07,128 Data is: min: 0.9990273714065552, max: 1.001018762588501
2018-05-11 09:45:07,129 Grad is: min: -0.0008867655415087938, max: 0.0009745395509526134
2018-05-11 09:45:07,129 Target is: min: 0, max: 0
2018-05-11 09:45:07,129 --------------------------------------
2018-05-11 09:45:07,129 --------------------------------------
2018-05-11 09:45:07,129 Name is: layer3.2.bn3.bias
2018-05-11 09:45:07,129 Data is: min: -0.0009531304240226746, max: 0.0009449191857129335
2018-05-11 09:45:07,129 Grad is: min: -0.0006063956534489989, max: 0.0005348138511180878
2018-05-11 09:45:07,130 Target is: min: 0, max: 0
2018-05-11 09:45:07,130 --------------------------------------
2018-05-11 09:45:07,130 --------------------------------------
2018-05-11 09:45:07,130 Name is: layer3.3.conv1.weight
2018-05-11 09:45:07,130 Data is: min: -0.37980005145072937, max: 0.4160490930080414
2018-05-11 09:45:07,130 Grad is: min: -0.0011220030719414353, max: 0.001289447653107345
2018-05-11 09:45:07,131 Target is: min: 0, max: 0
2018-05-11 09:45:07,131 --------------------------------------
2018-05-11 09:45:07,131 --------------------------------------
2018-05-11 09:45:07,131 Name is: layer3.3.bn1.weight
2018-05-11 09:45:07,131 Data is: min: 0.9991459250450134, max: 1.0009664297103882
2018-05-11 09:45:07,131 Grad is: min: -0.001463447348214686, max: 0.0021433879155665636
2018-05-11 09:45:07,132 Target is: min: 0, max: 0
2018-05-11 09:45:07,132 --------------------------------------
2018-05-11 09:45:07,132 --------------------------------------
2018-05-11 09:45:07,132 Name is: layer3.3.bn1.bias
2018-05-11 09:45:07,132 Data is: min: -0.0008780119242146611, max: 0.0009516208665445447
2018-05-11 09:45:07,132 Grad is: min: -0.0013425496872514486, max: 0.0017828710842877626
2018-05-11 09:45:07,133 Target is: min: 0, max: 0
2018-05-11 09:45:07,133 --------------------------------------
2018-05-11 09:45:07,133 --------------------------------------
2018-05-11 09:45:07,133 Name is: layer3.3.conv2.weight
2018-05-11 09:45:07,133 Data is: min: -0.1366395205259323, max: 0.14529018104076385
2018-05-11 09:45:07,133 Grad is: min: -0.0024795744102448225, max: 0.002492657396942377
2018-05-11 09:45:07,134 Target is: min: 0, max: 0
2018-05-11 09:45:07,134 --------------------------------------
2018-05-11 09:45:07,134 --------------------------------------
2018-05-11 09:45:07,134 Name is: layer3.3.bn2.weight
2018-05-11 09:45:07,134 Data is: min: 0.9990717172622681, max: 1.0009615421295166
2018-05-11 09:45:07,134 Grad is: min: -0.001207761699333787, max: 0.001306819962337613
2018-05-11 09:45:07,135 Target is: min: 0, max: 0
2018-05-11 09:45:07,135 --------------------------------------
2018-05-11 09:45:07,135 --------------------------------------
2018-05-11 09:45:07,135 Name is: layer3.3.bn2.bias
2018-05-11 09:45:07,135 Data is: min: -0.0009393213549628854, max: 0.0009656442562118173
2018-05-11 09:45:07,135 Grad is: min: -0.0011080307886004448, max: 0.001312588807195425
2018-05-11 09:45:07,136 Target is: min: 0, max: 0
2018-05-11 09:45:07,136 --------------------------------------
2018-05-11 09:45:07,136 --------------------------------------
2018-05-11 09:45:07,136 Name is: layer3.3.conv3.weight
2018-05-11 09:45:07,136 Data is: min: -0.20286297798156738, max: 0.19381672143936157
2018-05-11 09:45:07,136 Grad is: min: -0.0016847202787175775, max: 0.0018057259730994701
2018-05-11 09:45:07,137 Target is: min: 0, max: 0
2018-05-11 09:45:07,137 --------------------------------------
2018-05-11 09:45:07,137 --------------------------------------
2018-05-11 09:45:07,137 Name is: layer3.3.bn3.weight
2018-05-11 09:45:07,137 Data is: min: 0.9990162253379822, max: 1.0009715557098389
2018-05-11 09:45:07,137 Grad is: min: -0.0008766466635279357, max: 0.0008128727786242962
2018-05-11 09:45:07,137 Target is: min: 0, max: 0
2018-05-11 09:45:07,138 --------------------------------------
2018-05-11 09:45:07,138 --------------------------------------
2018-05-11 09:45:07,138 Name is: layer3.3.bn3.bias
2018-05-11 09:45:07,138 Data is: min: -0.0009597786702215672, max: 0.0009200702770613134
2018-05-11 09:45:07,138 Grad is: min: -0.0005078358808532357, max: 0.0004140831879340112
2018-05-11 09:45:07,138 Target is: min: 0, max: 0
2018-05-11 09:45:07,139 --------------------------------------
2018-05-11 09:45:07,139 --------------------------------------
2018-05-11 09:45:07,139 Name is: layer3.4.conv1.weight
2018-05-11 09:45:07,139 Data is: min: -0.3866353929042816, max: 0.3830808997154236
2018-05-11 09:45:07,139 Grad is: min: -0.0010197069495916367, max: 0.0010665898444131017
2018-05-11 09:45:07,139 Target is: min: 0, max: 0
2018-05-11 09:45:07,140 --------------------------------------
2018-05-11 09:45:07,140 --------------------------------------
2018-05-11 09:45:07,140 Name is: layer3.4.bn1.weight
2018-05-11 09:45:07,140 Data is: min: 0.9990828633308411, max: 1.0009154081344604
2018-05-11 09:45:07,140 Grad is: min: -0.001218277495354414, max: 0.001494028139859438
2018-05-11 09:45:07,140 Target is: min: 0, max: 0
2018-05-11 09:45:07,141 --------------------------------------
2018-05-11 09:45:07,141 --------------------------------------
2018-05-11 09:45:07,141 Name is: layer3.4.bn1.bias
2018-05-11 09:45:07,141 Data is: min: -0.0008976298850029707, max: 0.0009728727745823562
2018-05-11 09:45:07,141 Grad is: min: -0.001210151705890894, max: 0.000839299289509654
2018-05-11 09:45:07,141 Target is: min: 0, max: 0
2018-05-11 09:45:07,141 --------------------------------------
2018-05-11 09:45:07,142 --------------------------------------
2018-05-11 09:45:07,142 Name is: layer3.4.conv2.weight
2018-05-11 09:45:07,142 Data is: min: -0.13083481788635254, max: 0.15125340223312378
2018-05-11 09:45:07,142 Grad is: min: -0.0019747549667954445, max: 0.001713385572656989
2018-05-11 09:45:07,142 Target is: min: 0, max: 0
2018-05-11 09:45:07,143 --------------------------------------
2018-05-11 09:45:07,143 --------------------------------------
2018-05-11 09:45:07,143 Name is: layer3.4.bn2.weight
2018-05-11 09:45:07,143 Data is: min: 0.9990760087966919, max: 1.0009433031082153
2018-05-11 09:45:07,143 Grad is: min: -0.0010594695340842009, max: 0.0008830403094179928
2018-05-11 09:45:07,143 Target is: min: 0, max: 0
2018-05-11 09:45:07,144 --------------------------------------
2018-05-11 09:45:07,144 --------------------------------------
2018-05-11 09:45:07,144 Name is: layer3.4.bn2.bias
2018-05-11 09:45:07,144 Data is: min: -0.0009087649523280561, max: 0.0009841598803177476
2018-05-11 09:45:07,144 Grad is: min: -0.0010730517096817493, max: 0.0009591776761226356
2018-05-11 09:45:07,144 Target is: min: 0, max: 0
2018-05-11 09:45:07,144 --------------------------------------
2018-05-11 09:45:07,145 --------------------------------------
2018-05-11 09:45:07,145 Name is: layer3.4.conv3.weight
2018-05-11 09:45:07,145 Data is: min: -0.20775572955608368, max: 0.20318759977817535
2018-05-11 09:45:07,145 Grad is: min: -0.0015725614503026009, max: 0.0013982534874230623
2018-05-11 09:45:07,145 Target is: min: 0, max: 0
2018-05-11 09:45:07,145 --------------------------------------
2018-05-11 09:45:07,146 --------------------------------------
2018-05-11 09:45:07,146 Name is: layer3.4.bn3.weight
2018-05-11 09:45:07,146 Data is: min: 0.9990402460098267, max: 1.0009982585906982
2018-05-11 09:45:07,146 Grad is: min: -0.0006799740367569029, max: 0.0005549254128709435
2018-05-11 09:45:07,146 Target is: min: 0, max: 0
2018-05-11 09:45:07,146 --------------------------------------
2018-05-11 09:45:07,147 --------------------------------------
2018-05-11 09:45:07,147 Name is: layer3.4.bn3.bias
2018-05-11 09:45:07,147 Data is: min: -0.0009844973683357239, max: 0.0009953242260962725
2018-05-11 09:45:07,147 Grad is: min: -0.0003102842019870877, max: 0.00037662594695575535
2018-05-11 09:45:07,147 Target is: min: 0, max: 0
2018-05-11 09:45:07,147 --------------------------------------
2018-05-11 09:45:07,147 --------------------------------------
2018-05-11 09:45:07,148 Name is: layer3.5.conv1.weight
2018-05-11 09:45:07,148 Data is: min: -0.4037862718105316, max: 0.43510112166404724
2018-05-11 09:45:07,148 Grad is: min: -0.0009547853842377663, max: 0.0008558431873098016
2018-05-11 09:45:07,148 Target is: min: 0, max: 0
2018-05-11 09:45:07,148 --------------------------------------
2018-05-11 09:45:07,148 --------------------------------------
2018-05-11 09:45:07,149 Name is: layer3.5.bn1.weight
2018-05-11 09:45:07,149 Data is: min: 0.9990403056144714, max: 1.0009547472000122
2018-05-11 09:45:07,149 Grad is: min: -0.0008079656399786472, max: 0.001119110849685967
2018-05-11 09:45:07,149 Target is: min: 0, max: 0
2018-05-11 09:45:07,149 --------------------------------------
2018-05-11 09:45:07,149 --------------------------------------
2018-05-11 09:45:07,150 Name is: layer3.5.bn1.bias
2018-05-11 09:45:07,150 Data is: min: -0.0009578100289218128, max: 0.0009133116691373289
2018-05-11 09:45:07,150 Grad is: min: -0.0008374524768441916, max: 0.001035740366205573
2018-05-11 09:45:07,150 Target is: min: 0, max: 0
2018-05-11 09:45:07,150 --------------------------------------
2018-05-11 09:45:07,150 --------------------------------------
2018-05-11 09:45:07,150 Name is: layer3.5.conv2.weight
2018-05-11 09:45:07,151 Data is: min: -0.13908308744430542, max: 0.14115020632743835
2018-05-11 09:45:07,151 Grad is: min: -0.0016921190544962883, max: 0.0016550938598811626
2018-05-11 09:45:07,151 Target is: min: 0, max: 0
2018-05-11 09:45:07,151 --------------------------------------
2018-05-11 09:45:07,151 --------------------------------------
2018-05-11 09:45:07,152 Name is: layer3.5.bn2.weight
2018-05-11 09:45:07,152 Data is: min: 0.9991236329078674, max: 1.0010281801223755
2018-05-11 09:45:07,152 Grad is: min: -0.0010742380982264876, max: 0.0012288180878385901
2018-05-11 09:45:07,152 Target is: min: 0, max: 0
2018-05-11 09:45:07,152 --------------------------------------
2018-05-11 09:45:07,152 --------------------------------------
2018-05-11 09:45:07,153 Name is: layer3.5.bn2.bias
2018-05-11 09:45:07,153 Data is: min: -0.0008731895359233022, max: 0.0010477099567651749
2018-05-11 09:45:07,153 Grad is: min: -0.0008670585229992867, max: 0.0006823309231549501
2018-05-11 09:45:07,153 Target is: min: 0, max: 0
2018-05-11 09:45:07,153 --------------------------------------
2018-05-11 09:45:07,153 --------------------------------------
2018-05-11 09:45:07,153 Name is: layer3.5.conv3.weight
2018-05-11 09:45:07,154 Data is: min: -0.20545606315135956, max: 0.20082616806030273
2018-05-11 09:45:07,154 Grad is: min: -0.0013119247741997242, max: 0.0012609635014086962
2018-05-11 09:45:07,154 Target is: min: 0, max: 0
2018-05-11 09:45:07,154 --------------------------------------
2018-05-11 09:45:07,154 --------------------------------------
2018-05-11 09:45:07,154 Name is: layer3.5.bn3.weight
2018-05-11 09:45:07,155 Data is: min: 0.9989756345748901, max: 1.0009764432907104
2018-05-11 09:45:07,155 Grad is: min: -0.0005411288584582508, max: 0.00044209338375367224
2018-05-11 09:45:07,155 Target is: min: 0, max: 0
2018-05-11 09:45:07,155 --------------------------------------
2018-05-11 09:45:07,155 --------------------------------------
2018-05-11 09:45:07,155 Name is: layer3.5.bn3.bias
2018-05-11 09:45:07,156 Data is: min: -0.0010180308017879725, max: 0.001004581106826663
2018-05-11 09:45:07,156 Grad is: min: -0.00022836224525235593, max: 0.00022018977324478328
2018-05-11 09:45:07,156 Target is: min: 0, max: 0
2018-05-11 09:45:07,156 --------------------------------------
2018-05-11 09:45:07,156 --------------------------------------
2018-05-11 09:45:07,156 Name is: layer4.0.conv1.weight
2018-05-11 09:45:07,157 Data is: min: -0.27689462900161743, max: 0.27979758381843567
2018-05-11 09:45:07,157 Grad is: min: -0.0010178665397688746, max: 0.0009154545841738582
2018-05-11 09:45:07,157 Target is: min: 0, max: 0
2018-05-11 09:45:07,157 --------------------------------------
2018-05-11 09:45:07,157 --------------------------------------
2018-05-11 09:45:07,157 Name is: layer4.0.bn1.weight
2018-05-11 09:45:07,158 Data is: min: 0.9989645481109619, max: 1.0009771585464478
2018-05-11 09:45:07,158 Grad is: min: -0.0007756157428957522, max: 0.0009364971192553639
2018-05-11 09:45:07,158 Target is: min: 0, max: 0
2018-05-11 09:45:07,158 --------------------------------------
2018-05-11 09:45:07,158 --------------------------------------
2018-05-11 09:45:07,158 Name is: layer4.0.bn1.bias
2018-05-11 09:45:07,159 Data is: min: -0.0009656419279053807, max: 0.001056614681147039
2018-05-11 09:45:07,159 Grad is: min: -0.0007205595029518008, max: 0.0006120307371020317
2018-05-11 09:45:07,159 Target is: min: 0, max: 0
2018-05-11 09:45:07,159 --------------------------------------
2018-05-11 09:45:07,159 --------------------------------------
2018-05-11 09:45:07,159 Name is: layer4.0.conv2.weight
2018-05-11 09:45:07,160 Data is: min: -0.10462519526481628, max: 0.1067792996764183
2018-05-11 09:45:07,160 Grad is: min: -0.002423823345452547, max: 0.0014630418736487627
2018-05-11 09:45:07,160 Target is: min: 0, max: 0
2018-05-11 09:45:07,160 --------------------------------------
2018-05-11 09:45:07,161 --------------------------------------
2018-05-11 09:45:07,161 Name is: layer4.0.bn2.weight
2018-05-11 09:45:07,161 Data is: min: 0.9989845156669617, max: 1.0010360479354858
2018-05-11 09:45:07,161 Grad is: min: -0.0011611352674663067, max: 0.0008944641449488699
2018-05-11 09:45:07,161 Target is: min: 0, max: 0
2018-05-11 09:45:07,161 --------------------------------------
2018-05-11 09:45:07,161 --------------------------------------
2018-05-11 09:45:07,162 Name is: layer4.0.bn2.bias
2018-05-11 09:45:07,162 Data is: min: -0.0010359485168009996, max: 0.0010588710429146886
2018-05-11 09:45:07,162 Grad is: min: -0.0010510648135095835, max: 0.0006367053720168769
2018-05-11 09:45:07,162 Target is: min: 0, max: 0
2018-05-11 09:45:07,162 --------------------------------------
2018-05-11 09:45:07,162 --------------------------------------
2018-05-11 09:45:07,163 Name is: layer4.0.conv3.weight
2018-05-11 09:45:07,163 Data is: min: -0.15783104300498962, max: 0.1575108915567398
2018-05-11 09:45:07,163 Grad is: min: -0.0016867711674422026, max: 0.0015479035209864378
2018-05-11 09:45:07,163 Target is: min: 0, max: 0
2018-05-11 09:45:07,164 --------------------------------------
2018-05-11 09:45:07,164 --------------------------------------
2018-05-11 09:45:07,164 Name is: layer4.0.bn3.weight
2018-05-11 09:45:07,164 Data is: min: 0.9989256858825684, max: 1.0010952949523926
2018-05-11 09:45:07,164 Grad is: min: -0.0016108788549900055, max: 0.0010703641455620527
2018-05-11 09:45:07,164 Target is: min: 0, max: 0
2018-05-11 09:45:07,164 --------------------------------------
2018-05-11 09:45:07,165 --------------------------------------
2018-05-11 09:45:07,165 Name is: layer4.0.bn3.bias
2018-05-11 09:45:07,165 Data is: min: -0.0010669316397979856, max: 0.00108928547706455
2018-05-11 09:45:07,165 Grad is: min: -0.002084972569718957, max: 0.0014703519409522414
2018-05-11 09:45:07,165 Target is: min: 0, max: 0
2018-05-11 09:45:07,165 --------------------------------------
2018-05-11 09:45:07,166 --------------------------------------
2018-05-11 09:45:07,166 Name is: layer4.0.downsample.0.weight
2018-05-11 09:45:07,166 Data is: min: -0.15018033981323242, max: 0.17914974689483643
2018-05-11 09:45:07,166 Grad is: min: -0.0012785084545612335, max: 0.0012232534354552627
2018-05-11 09:45:07,167 Target is: min: 0, max: 0
2018-05-11 09:45:07,167 --------------------------------------
2018-05-11 09:45:07,167 --------------------------------------
2018-05-11 09:45:07,167 Name is: layer4.0.downsample.1.weight
2018-05-11 09:45:07,167 Data is: min: 0.9989320635795593, max: 1.0010870695114136
2018-05-11 09:45:07,167 Grad is: min: -0.0014587321784347296, max: 0.0010033886646851897
2018-05-11 09:45:07,168 Target is: min: 0, max: 0
2018-05-11 09:45:07,168 --------------------------------------
2018-05-11 09:45:07,168 --------------------------------------
2018-05-11 09:45:07,168 Name is: layer4.0.downsample.1.bias
2018-05-11 09:45:07,168 Data is: min: -0.0010669316397979856, max: 0.00108928547706455
2018-05-11 09:45:07,168 Grad is: min: -0.002084972569718957, max: 0.0014703519409522414
2018-05-11 09:45:07,169 Target is: min: 0, max: 0
2018-05-11 09:45:07,169 --------------------------------------
2018-05-11 09:45:07,169 --------------------------------------
2018-05-11 09:45:07,169 Name is: layer4.1.conv1.weight
2018-05-11 09:45:07,169 Data is: min: -0.30675798654556274, max: 0.30326440930366516
2018-05-11 09:45:07,170 Grad is: min: -0.000866239657625556, max: 0.000651242327876389
2018-05-11 09:45:07,170 Target is: min: 0, max: 0
2018-05-11 09:45:07,170 --------------------------------------
2018-05-11 09:45:07,170 --------------------------------------
2018-05-11 09:45:07,170 Name is: layer4.1.bn1.weight
2018-05-11 09:45:07,170 Data is: min: 0.9989888668060303, max: 1.0009795427322388
2018-05-11 09:45:07,171 Grad is: min: -0.0007873153663240373, max: 0.0005476943915709853
2018-05-11 09:45:07,171 Target is: min: 0, max: 0
2018-05-11 09:45:07,171 --------------------------------------
2018-05-11 09:45:07,171 --------------------------------------
2018-05-11 09:45:07,171 Name is: layer4.1.bn1.bias
2018-05-11 09:45:07,171 Data is: min: -0.0009795285295695066, max: 0.0010275871027261019
2018-05-11 09:45:07,172 Grad is: min: -0.0006763656274415553, max: 0.000627771660219878
2018-05-11 09:45:07,172 Target is: min: 0, max: 0
2018-05-11 09:45:07,172 --------------------------------------
2018-05-11 09:45:07,172 --------------------------------------
2018-05-11 09:45:07,172 Name is: layer4.1.conv2.weight
2018-05-11 09:45:07,172 Data is: min: -0.10299304872751236, max: 0.1099388524889946
2018-05-11 09:45:07,173 Grad is: min: -0.0013969681458547711, max: 0.0013909111730754375
2018-05-11 09:45:07,173 Target is: min: 0, max: 0
2018-05-11 09:45:07,173 --------------------------------------
2018-05-11 09:45:07,173 --------------------------------------
2018-05-11 09:45:07,173 Name is: layer4.1.bn2.weight
2018-05-11 09:45:07,173 Data is: min: 0.9989556074142456, max: 1.0010461807250977
2018-05-11 09:45:07,174 Grad is: min: -0.0007325778715312481, max: 0.0006486335769295692
2018-05-11 09:45:07,174 Target is: min: 0, max: 0
2018-05-11 09:45:07,174 --------------------------------------
2018-05-11 09:45:07,174 --------------------------------------
2018-05-11 09:45:07,174 Name is: layer4.1.bn2.bias
2018-05-11 09:45:07,174 Data is: min: -0.00105686963070184, max: 0.0010691076749935746
2018-05-11 09:45:07,175 Grad is: min: -0.0007128925062716007, max: 0.0005380496149882674
2018-05-11 09:45:07,175 Target is: min: 0, max: 0
2018-05-11 09:45:07,175 --------------------------------------
2018-05-11 09:45:07,175 --------------------------------------
2018-05-11 09:45:07,175 Name is: layer4.1.conv3.weight
2018-05-11 09:45:07,175 Data is: min: -0.1532459557056427, max: 0.1545211672782898
2018-05-11 09:45:07,176 Grad is: min: -0.0015633773291483521, max: 0.0011594609823077917
2018-05-11 09:45:07,176 Target is: min: 0, max: 0
2018-05-11 09:45:07,176 --------------------------------------
2018-05-11 09:45:07,176 --------------------------------------
2018-05-11 09:45:07,176 Name is: layer4.1.bn3.weight
2018-05-11 09:45:07,177 Data is: min: 0.9989268779754639, max: 1.0010839700698853
2018-05-11 09:45:07,177 Grad is: min: -0.0016979411011561751, max: 0.0011519934050738811
2018-05-11 09:45:07,177 Target is: min: 0, max: 0
2018-05-11 09:45:07,177 --------------------------------------
2018-05-11 09:45:07,177 --------------------------------------
2018-05-11 09:45:07,177 Name is: layer4.1.bn3.bias
2018-05-11 09:45:07,177 Data is: min: -0.001063971663825214, max: 0.001090628793463111
2018-05-11 09:45:07,178 Grad is: min: -0.002671577502042055, max: 0.002217011759057641
2018-05-11 09:45:07,178 Target is: min: 0, max: 0
2018-05-11 09:45:07,178 --------------------------------------
2018-05-11 09:45:07,178 --------------------------------------
2018-05-11 09:45:07,178 Name is: layer4.2.conv1.weight
2018-05-11 09:45:07,179 Data is: min: -0.3048558235168457, max: 0.32059377431869507
2018-05-11 09:45:07,179 Grad is: min: -0.00044868644909001887, max: 0.0005260953912511468
2018-05-11 09:45:07,179 Target is: min: 0, max: 0
2018-05-11 09:45:07,179 --------------------------------------
2018-05-11 09:45:07,179 --------------------------------------
2018-05-11 09:45:07,179 Name is: layer4.2.bn1.weight
2018-05-11 09:45:07,180 Data is: min: 0.9989885091781616, max: 1.0010318756103516
2018-05-11 09:45:07,180 Grad is: min: -0.0005845109117217362, max: 0.0004909991403110325
2018-05-11 09:45:07,180 Target is: min: 0, max: 0
2018-05-11 09:45:07,180 --------------------------------------
2018-05-11 09:45:07,180 --------------------------------------
2018-05-11 09:45:07,180 Name is: layer4.2.bn1.bias
2018-05-11 09:45:07,181 Data is: min: -0.0009805052541196346, max: 0.0010391470277681947
2018-05-11 09:45:07,181 Grad is: min: -0.0004704724415205419, max: 0.00044437230098992586
2018-05-11 09:45:07,181 Target is: min: 0, max: 0
2018-05-11 09:45:07,181 --------------------------------------
2018-05-11 09:45:07,181 --------------------------------------
2018-05-11 09:45:07,181 Name is: layer4.2.conv2.weight
2018-05-11 09:45:07,182 Data is: min: -0.10751230269670486, max: 0.10303883999586105
2018-05-11 09:45:07,182 Grad is: min: -0.0011172082740813494, max: 0.0011098809773102403
2018-05-11 09:45:07,182 Target is: min: 0, max: 0
2018-05-11 09:45:07,182 --------------------------------------
2018-05-11 09:45:07,182 --------------------------------------
2018-05-11 09:45:07,183 Name is: layer4.2.bn2.weight
2018-05-11 09:45:07,183 Data is: min: 0.9989445805549622, max: 1.0010675191879272
2018-05-11 09:45:07,183 Grad is: min: -0.0007523585809394717, max: 0.0004944740794599056
2018-05-11 09:45:07,183 Target is: min: 0, max: 0
2018-05-11 09:45:07,183 --------------------------------------
2018-05-11 09:45:07,183 --------------------------------------
2018-05-11 09:45:07,183 Name is: layer4.2.bn2.bias
2018-05-11 09:45:07,184 Data is: min: -0.0010477020405232906, max: 0.0010603623231872916
2018-05-11 09:45:07,184 Grad is: min: -0.000624458771198988, max: 0.00036820018431171775
2018-05-11 09:45:07,184 Target is: min: 0, max: 0
2018-05-11 09:45:07,184 --------------------------------------
2018-05-11 09:45:07,184 --------------------------------------
2018-05-11 09:45:07,184 Name is: layer4.2.conv3.weight
2018-05-11 09:45:07,185 Data is: min: -0.1616925299167633, max: 0.15570950508117676
2018-05-11 09:45:07,185 Grad is: min: -0.0011747116222977638, max: 0.0010688191978260875
2018-05-11 09:45:07,185 Target is: min: 0, max: 0
2018-05-11 09:45:07,185 --------------------------------------
2018-05-11 09:45:07,186 --------------------------------------
2018-05-11 09:45:07,186 Name is: layer4.2.bn3.weight
2018-05-11 09:45:07,186 Data is: min: 0.9989440441131592, max: 1.001100778579712
2018-05-11 09:45:07,186 Grad is: min: -0.001540076220408082, max: 0.0010213515488430858
2018-05-11 09:45:07,186 Target is: min: 0, max: 0
2018-05-11 09:45:07,186 --------------------------------------
2018-05-11 09:45:07,187 --------------------------------------
2018-05-11 09:45:07,187 Name is: layer4.2.bn3.bias
2018-05-11 09:45:07,187 Data is: min: -0.001060277922078967, max: 0.0010963365202769637
2018-05-11 09:45:07,187 Grad is: min: -0.0032765434589236975, max: 0.002944882260635495
2018-05-11 09:45:07,187 Target is: min: 0, max: 0
2018-05-11 09:45:07,187 --------------------------------------
2018-05-11 09:45:07,187 --------------------------------------
2018-05-11 09:45:07,188 Name is: fc.weight
2018-05-11 09:45:07,188 Data is: min: -0.023164229467511177, max: 0.023150363937020302
2018-05-11 09:45:07,188 Grad is: min: -0.24366873502731323, max: 0.004854329861700535
2018-05-11 09:45:07,188 Target is: min: 0, max: 0
2018-05-11 09:45:07,188 --------------------------------------
2018-05-11 09:45:07,189 --------------------------------------
2018-05-11 09:45:07,189 Name is: fc.bias
2018-05-11 09:45:07,189 Data is: min: -0.022358013316988945, max: 0.020977390930056572
2018-05-11 09:45:07,189 Grad is: min: -0.17038437724113464, max: 0.003187695052474737
2018-05-11 09:45:07,189 Target is: min: 0, max: 0
2018-05-11 09:45:07,189 --------------------------------------
2018-05-11 09:45:07,190 -- RUNNING_LOSS: 0.18698273599147797
2018-05-11 09:45:07,190 -- ITERATION: 11
2018-05-11 09:45:07,259 --------------------------------------
2018-05-11 09:45:07,259 Name is: conv1.weight
2018-05-11 09:45:07,260 Data is: min: -0.10916686058044434, max: 0.09902210533618927
2018-05-11 09:45:07,260 Grad is: min: -1.0650259256362915, max: 0.8954081535339355
2018-05-11 09:45:07,260 Target is: min: 0, max: 0
2018-05-11 09:45:07,260 --------------------------------------
2018-05-11 09:45:07,260 --------------------------------------
2018-05-11 09:45:07,260 Name is: bn1.weight
2018-05-11 09:45:07,261 Data is: min: 0.9993473291397095, max: 1.0006177425384521
2018-05-11 09:45:07,261 Grad is: min: -0.06796885281801224, max: 0.07422442734241486
2018-05-11 09:45:07,261 Target is: min: 0, max: 0
2018-05-11 09:45:07,261 --------------------------------------
2018-05-11 09:45:07,261 --------------------------------------
2018-05-11 09:45:07,261 Name is: bn1.bias
2018-05-11 09:45:07,262 Data is: min: -0.0006151222041808069, max: 0.0006729281158186495
2018-05-11 09:45:07,262 Grad is: min: -0.039467453956604004, max: 0.04947756975889206
2018-05-11 09:45:07,262 Target is: min: 0, max: 0
2018-05-11 09:45:07,262 --------------------------------------
2018-05-11 09:45:07,262 --------------------------------------
2018-05-11 09:45:07,262 Name is: layer1.0.conv1.weight
2018-05-11 09:45:07,263 Data is: min: -0.6506174206733704, max: 0.556942343711853
2018-05-11 09:45:07,263 Grad is: min: -0.09445039182901382, max: 0.07183099538087845
2018-05-11 09:45:07,263 Target is: min: 0, max: 0
2018-05-11 09:45:07,263 --------------------------------------
2018-05-11 09:45:07,263 --------------------------------------
2018-05-11 09:45:07,263 Name is: layer1.0.bn1.weight
2018-05-11 09:45:07,264 Data is: min: 0.9991961717605591, max: 1.0008140802383423
2018-05-11 09:45:07,264 Grad is: min: -0.03835250437259674, max: 0.04424338787794113
2018-05-11 09:45:07,264 Target is: min: 0, max: 0
2018-05-11 09:45:07,264 --------------------------------------
2018-05-11 09:45:07,264 --------------------------------------
2018-05-11 09:45:07,264 Name is: layer1.0.bn1.bias
2018-05-11 09:45:07,265 Data is: min: -0.0008113039075396955, max: 0.0006602915236726403
2018-05-11 09:45:07,265 Grad is: min: -0.05318162590265274, max: 0.033032696694135666
2018-05-11 09:45:07,265 Target is: min: 0, max: 0
2018-05-11 09:45:07,265 --------------------------------------
2018-05-11 09:45:07,265 --------------------------------------
2018-05-11 09:45:07,265 Name is: layer1.0.conv2.weight
2018-05-11 09:45:07,266 Data is: min: -0.23840221762657166, max: 0.21656246483325958
2018-05-11 09:45:07,266 Grad is: min: -0.05839008092880249, max: 0.06433308869600296
2018-05-11 09:45:07,266 Target is: min: 0, max: 0
2018-05-11 09:45:07,266 --------------------------------------
2018-05-11 09:45:07,266 --------------------------------------
2018-05-11 09:45:07,266 Name is: layer1.0.bn2.weight
2018-05-11 09:45:07,267 Data is: min: 0.9992038607597351, max: 1.0008790493011475
2018-05-11 09:45:07,267 Grad is: min: -0.024978501722216606, max: 0.027655335143208504
2018-05-11 09:45:07,267 Target is: min: 0, max: 0
2018-05-11 09:45:07,267 --------------------------------------
2018-05-11 09:45:07,267 --------------------------------------
2018-05-11 09:45:07,267 Name is: layer1.0.bn2.bias
2018-05-11 09:45:07,268 Data is: min: -0.0008095416706055403, max: 0.0007998887449502945
2018-05-11 09:45:07,268 Grad is: min: -0.022549748420715332, max: 0.027737662196159363
2018-05-11 09:45:07,268 Target is: min: 0, max: 0
2018-05-11 09:45:07,268 --------------------------------------
2018-05-11 09:45:07,268 --------------------------------------
2018-05-11 09:45:07,268 Name is: layer1.0.conv3.weight
2018-05-11 09:45:07,268 Data is: min: -0.34056544303894043, max: 0.3544583320617676
2018-05-11 09:45:07,269 Grad is: min: -0.04546168074011803, max: 0.05440990999341011
2018-05-11 09:45:07,269 Target is: min: 0, max: 0
2018-05-11 09:45:07,269 --------------------------------------
2018-05-11 09:45:07,269 --------------------------------------
2018-05-11 09:45:07,269 Name is: layer1.0.bn3.weight
2018-05-11 09:45:07,269 Data is: min: 0.999016523361206, max: 1.0009263753890991
2018-05-11 09:45:07,270 Grad is: min: -0.01550325844436884, max: 0.016458073630928993
2018-05-11 09:45:07,270 Target is: min: 0, max: 0
2018-05-11 09:45:07,270 --------------------------------------
2018-05-11 09:45:07,270 --------------------------------------
2018-05-11 09:45:07,270 Name is: layer1.0.bn3.bias
2018-05-11 09:45:07,270 Data is: min: -0.0009239069186151028, max: 0.0008277496672235429
2018-05-11 09:45:07,271 Grad is: min: -0.013135645538568497, max: 0.014265207573771477
2018-05-11 09:45:07,271 Target is: min: 0, max: 0
2018-05-11 09:45:07,271 --------------------------------------
2018-05-11 09:45:07,271 --------------------------------------
2018-05-11 09:45:07,271 Name is: layer1.0.downsample.0.weight
2018-05-11 09:45:07,271 Data is: min: -0.3623763620853424, max: 0.352230429649353
2018-05-11 09:45:07,272 Grad is: min: -0.04867463931441307, max: 0.06059379130601883
2018-05-11 09:45:07,272 Target is: min: 0, max: 0
2018-05-11 09:45:07,272 --------------------------------------
2018-05-11 09:45:07,272 --------------------------------------
2018-05-11 09:45:07,272 Name is: layer1.0.downsample.1.weight
2018-05-11 09:45:07,272 Data is: min: 0.9991875290870667, max: 1.0008701086044312
2018-05-11 09:45:07,273 Grad is: min: -0.02033800259232521, max: 0.014381823129951954
2018-05-11 09:45:07,273 Target is: min: 0, max: 0
2018-05-11 09:45:07,273 --------------------------------------
2018-05-11 09:45:07,273 --------------------------------------
2018-05-11 09:45:07,273 Name is: layer1.0.downsample.1.bias
2018-05-11 09:45:07,273 Data is: min: -0.0009239069186151028, max: 0.0008277496672235429
2018-05-11 09:45:07,274 Grad is: min: -0.013135645538568497, max: 0.014265207573771477
2018-05-11 09:45:07,274 Target is: min: 0, max: 0
2018-05-11 09:45:07,274 --------------------------------------
2018-05-11 09:45:07,274 --------------------------------------
2018-05-11 09:45:07,274 Name is: layer1.1.conv1.weight
2018-05-11 09:45:07,274 Data is: min: -0.7394261956214905, max: 0.6868918538093567
2018-05-11 09:45:07,275 Grad is: min: -0.025261051952838898, max: 0.029076091945171356
2018-05-11 09:45:07,275 Target is: min: 0, max: 0
2018-05-11 09:45:07,275 --------------------------------------
2018-05-11 09:45:07,275 --------------------------------------
2018-05-11 09:45:07,275 Name is: layer1.1.bn1.weight
2018-05-11 09:45:07,275 Data is: min: 0.999154806137085, max: 1.0008691549301147
2018-05-11 09:45:07,276 Grad is: min: -0.01960141398012638, max: 0.02216683141887188
2018-05-11 09:45:07,276 Target is: min: 0, max: 0
2018-05-11 09:45:07,276 --------------------------------------
2018-05-11 09:45:07,276 --------------------------------------
2018-05-11 09:45:07,276 Name is: layer1.1.bn1.bias
2018-05-11 09:45:07,276 Data is: min: -0.0008450702298432589, max: 0.0008189287036657333
2018-05-11 09:45:07,276 Grad is: min: -0.017080962657928467, max: 0.017212331295013428
2018-05-11 09:45:07,277 Target is: min: 0, max: 0
2018-05-11 09:45:07,277 --------------------------------------
2018-05-11 09:45:07,277 --------------------------------------
2018-05-11 09:45:07,277 Name is: layer1.1.conv2.weight
2018-05-11 09:45:07,277 Data is: min: -0.2602813243865967, max: 0.22577184438705444
2018-05-11 09:45:07,277 Grad is: min: -0.0341537706553936, max: 0.03545069694519043
2018-05-11 09:45:07,278 Target is: min: 0, max: 0
2018-05-11 09:45:07,278 --------------------------------------
2018-05-11 09:45:07,278 --------------------------------------
2018-05-11 09:45:07,278 Name is: layer1.1.bn2.weight
2018-05-11 09:45:07,278 Data is: min: 0.9990746974945068, max: 1.000795602798462
2018-05-11 09:45:07,278 Grad is: min: -0.019798938184976578, max: 0.018829457461833954
2018-05-11 09:45:07,279 Target is: min: 0, max: 0
2018-05-11 09:45:07,279 --------------------------------------
2018-05-11 09:45:07,279 --------------------------------------
2018-05-11 09:45:07,279 Name is: layer1.1.bn2.bias
2018-05-11 09:45:07,279 Data is: min: -0.0007621707045473158, max: 0.0007897191098891199
2018-05-11 09:45:07,279 Grad is: min: -0.018629081547260284, max: 0.022853698581457138
2018-05-11 09:45:07,279 Target is: min: 0, max: 0
2018-05-11 09:45:07,280 --------------------------------------
2018-05-11 09:45:07,280 --------------------------------------
2018-05-11 09:45:07,280 Name is: layer1.1.conv3.weight
2018-05-11 09:45:07,280 Data is: min: -0.3715590536594391, max: 0.3655226528644562
2018-05-11 09:45:07,280 Grad is: min: -0.030002504587173462, max: 0.027981946244835854
2018-05-11 09:45:07,280 Target is: min: 0, max: 0
2018-05-11 09:45:07,281 --------------------------------------
2018-05-11 09:45:07,281 --------------------------------------
2018-05-11 09:45:07,281 Name is: layer1.1.bn3.weight
2018-05-11 09:45:07,281 Data is: min: 0.9990172386169434, max: 1.0008959770202637
2018-05-11 09:45:07,281 Grad is: min: -0.009119652211666107, max: 0.00916987657546997
2018-05-11 09:45:07,281 Target is: min: 0, max: 0
2018-05-11 09:45:07,282 --------------------------------------
2018-05-11 09:45:07,282 --------------------------------------
2018-05-11 09:45:07,282 Name is: layer1.1.bn3.bias
2018-05-11 09:45:07,282 Data is: min: -0.0009602381614968181, max: 0.0009373018983751535
2018-05-11 09:45:07,282 Grad is: min: -0.00837585050612688, max: 0.007764706388115883
2018-05-11 09:45:07,282 Target is: min: 0, max: 0
2018-05-11 09:45:07,282 --------------------------------------
2018-05-11 09:45:07,283 --------------------------------------
2018-05-11 09:45:07,283 Name is: layer1.2.conv1.weight
2018-05-11 09:45:07,283 Data is: min: -0.7299898266792297, max: 0.782437264919281
2018-05-11 09:45:07,283 Grad is: min: -0.020173603668808937, max: 0.012944389134645462
2018-05-11 09:45:07,283 Target is: min: 0, max: 0
2018-05-11 09:45:07,283 --------------------------------------
2018-05-11 09:45:07,284 --------------------------------------
2018-05-11 09:45:07,284 Name is: layer1.2.bn1.weight
2018-05-11 09:45:07,284 Data is: min: 0.9990218877792358, max: 1.0007323026657104
2018-05-11 09:45:07,284 Grad is: min: -0.015344907529652119, max: 0.015377826988697052
2018-05-11 09:45:07,284 Target is: min: 0, max: 0
2018-05-11 09:45:07,284 --------------------------------------
2018-05-11 09:45:07,285 --------------------------------------
2018-05-11 09:45:07,285 Name is: layer1.2.bn1.bias
2018-05-11 09:45:07,285 Data is: min: -0.0007319818832911551, max: 0.0007189327152445912
2018-05-11 09:45:07,285 Grad is: min: -0.01194862648844719, max: 0.011862111277878284
2018-05-11 09:45:07,285 Target is: min: 0, max: 0
2018-05-11 09:45:07,285 --------------------------------------
2018-05-11 09:45:07,285 --------------------------------------
2018-05-11 09:45:07,286 Name is: layer1.2.conv2.weight
2018-05-11 09:45:07,286 Data is: min: -0.2402532994747162, max: 0.2253517210483551
2018-05-11 09:45:07,286 Grad is: min: -0.02424757182598114, max: 0.02178483083844185
2018-05-11 09:45:07,286 Target is: min: 0, max: 0
2018-05-11 09:45:07,286 --------------------------------------
2018-05-11 09:45:07,286 --------------------------------------
2018-05-11 09:45:07,287 Name is: layer1.2.bn2.weight
2018-05-11 09:45:07,287 Data is: min: 0.9992031455039978, max: 1.0008597373962402
2018-05-11 09:45:07,287 Grad is: min: -0.010345413349568844, max: 0.01572147011756897
2018-05-11 09:45:07,287 Target is: min: 0, max: 0
2018-05-11 09:45:07,287 --------------------------------------
2018-05-11 09:45:07,287 --------------------------------------
2018-05-11 09:45:07,287 Name is: layer1.2.bn2.bias
2018-05-11 09:45:07,288 Data is: min: -0.0007186597213149071, max: 0.0007097783964127302
2018-05-11 09:45:07,288 Grad is: min: -0.014086766168475151, max: 0.011791843920946121
2018-05-11 09:45:07,288 Target is: min: 0, max: 0
2018-05-11 09:45:07,288 --------------------------------------
2018-05-11 09:45:07,288 --------------------------------------
2018-05-11 09:45:07,288 Name is: layer1.2.conv3.weight
2018-05-11 09:45:07,289 Data is: min: -0.34629765152931213, max: 0.3582061231136322
2018-05-11 09:45:07,289 Grad is: min: -0.019610708579421043, max: 0.017024656757712364
2018-05-11 09:45:07,289 Target is: min: 0, max: 0
2018-05-11 09:45:07,289 --------------------------------------
2018-05-11 09:45:07,289 --------------------------------------
2018-05-11 09:45:07,289 Name is: layer1.2.bn3.weight
2018-05-11 09:45:07,290 Data is: min: 0.9991183280944824, max: 1.0008362531661987
2018-05-11 09:45:07,290 Grad is: min: -0.008407141081988811, max: 0.0061655896715819836
2018-05-11 09:45:07,290 Target is: min: 0, max: 0
2018-05-11 09:45:07,290 --------------------------------------
2018-05-11 09:45:07,290 --------------------------------------
2018-05-11 09:45:07,290 Name is: layer1.2.bn3.bias
2018-05-11 09:45:07,291 Data is: min: -0.0009556125733070076, max: 0.0008998768753372133
2018-05-11 09:45:07,291 Grad is: min: -0.004189032129943371, max: 0.004833751358091831
2018-05-11 09:45:07,291 Target is: min: 0, max: 0
2018-05-11 09:45:07,291 --------------------------------------
2018-05-11 09:45:07,291 --------------------------------------
2018-05-11 09:45:07,291 Name is: layer2.0.conv1.weight
2018-05-11 09:45:07,292 Data is: min: -0.4887394905090332, max: 0.5266788005828857
2018-05-11 09:45:07,292 Grad is: min: -0.010900327004492283, max: 0.010884793475270271
2018-05-11 09:45:07,292 Target is: min: 0, max: 0
2018-05-11 09:45:07,292 --------------------------------------
2018-05-11 09:45:07,292 --------------------------------------
2018-05-11 09:45:07,292 Name is: layer2.0.bn1.weight
2018-05-11 09:45:07,293 Data is: min: 0.9990166425704956, max: 1.0010182857513428
2018-05-11 09:45:07,293 Grad is: min: -0.009377984330058098, max: 0.009539730846881866
2018-05-11 09:45:07,293 Target is: min: 0, max: 0
2018-05-11 09:45:07,293 --------------------------------------
2018-05-11 09:45:07,293 --------------------------------------
2018-05-11 09:45:07,293 Name is: layer2.0.bn1.bias
2018-05-11 09:45:07,294 Data is: min: -0.0008124266169033945, max: 0.0007268095505423844
2018-05-11 09:45:07,294 Grad is: min: -0.008013904094696045, max: 0.007748488802462816
2018-05-11 09:45:07,294 Target is: min: 0, max: 0
2018-05-11 09:45:07,294 --------------------------------------
2018-05-11 09:45:07,294 --------------------------------------
2018-05-11 09:45:07,294 Name is: layer2.0.conv2.weight
2018-05-11 09:45:07,295 Data is: min: -0.18658806383609772, max: 0.17109090089797974
2018-05-11 09:45:07,295 Grad is: min: -0.013019601814448833, max: 0.012598549947142601
2018-05-11 09:45:07,295 Target is: min: 0, max: 0
2018-05-11 09:45:07,295 --------------------------------------
2018-05-11 09:45:07,295 --------------------------------------
2018-05-11 09:45:07,295 Name is: layer2.0.bn2.weight
2018-05-11 09:45:07,296 Data is: min: 0.9989520311355591, max: 1.0008842945098877
2018-05-11 09:45:07,296 Grad is: min: -0.008789829909801483, max: 0.007891404442489147
2018-05-11 09:45:07,296 Target is: min: 0, max: 0
2018-05-11 09:45:07,296 --------------------------------------
2018-05-11 09:45:07,296 --------------------------------------
2018-05-11 09:45:07,296 Name is: layer2.0.bn2.bias
2018-05-11 09:45:07,296 Data is: min: -0.0009556462755426764, max: 0.0007518765632994473
2018-05-11 09:45:07,297 Grad is: min: -0.005535509902983904, max: 0.006662747357040644
2018-05-11 09:45:07,297 Target is: min: 0, max: 0
2018-05-11 09:45:07,297 --------------------------------------
2018-05-11 09:45:07,297 --------------------------------------
2018-05-11 09:45:07,297 Name is: layer2.0.conv3.weight
2018-05-11 09:45:07,297 Data is: min: -0.26722919940948486, max: 0.24763187766075134
2018-05-11 09:45:07,298 Grad is: min: -0.01154263038188219, max: 0.01018422283232212
2018-05-11 09:45:07,298 Target is: min: 0, max: 0
2018-05-11 09:45:07,298 --------------------------------------
2018-05-11 09:45:07,298 --------------------------------------
2018-05-11 09:45:07,298 Name is: layer2.0.bn3.weight
2018-05-11 09:45:07,298 Data is: min: 0.9989444017410278, max: 1.0009788274765015
2018-05-11 09:45:07,299 Grad is: min: -0.0037929213140159845, max: 0.0036148636136204004
2018-05-11 09:45:07,299 Target is: min: 0, max: 0
2018-05-11 09:45:07,299 --------------------------------------
2018-05-11 09:45:07,299 --------------------------------------
2018-05-11 09:45:07,299 Name is: layer2.0.bn3.bias
2018-05-11 09:45:07,299 Data is: min: -0.001028346479870379, max: 0.0009709050646051764
2018-05-11 09:45:07,300 Grad is: min: -0.0030396240763366222, max: 0.0030085230246186256
2018-05-11 09:45:07,300 Target is: min: 0, max: 0
2018-05-11 09:45:07,300 --------------------------------------
2018-05-11 09:45:07,300 --------------------------------------
2018-05-11 09:45:07,300 Name is: layer2.0.downsample.0.weight
2018-05-11 09:45:07,300 Data is: min: -0.2565704882144928, max: 0.2982674241065979
2018-05-11 09:45:07,301 Grad is: min: -0.010588170029222965, max: 0.008173533715307713
2018-05-11 09:45:07,301 Target is: min: 0, max: 0
2018-05-11 09:45:07,301 --------------------------------------
2018-05-11 09:45:07,301 --------------------------------------
2018-05-11 09:45:07,301 Name is: layer2.0.downsample.1.weight
2018-05-11 09:45:07,301 Data is: min: 0.9991025924682617, max: 1.0009779930114746
2018-05-11 09:45:07,302 Grad is: min: -0.004591117147356272, max: 0.004080141894519329
2018-05-11 09:45:07,302 Target is: min: 0, max: 0
2018-05-11 09:45:07,302 --------------------------------------
2018-05-11 09:45:07,302 --------------------------------------
2018-05-11 09:45:07,302 Name is: layer2.0.downsample.1.bias
2018-05-11 09:45:07,302 Data is: min: -0.001028346479870379, max: 0.0009709050646051764
2018-05-11 09:45:07,302 Grad is: min: -0.0030396240763366222, max: 0.0030085230246186256
2018-05-11 09:45:07,303 Target is: min: 0, max: 0
2018-05-11 09:45:07,303 --------------------------------------
2018-05-11 09:45:07,303 --------------------------------------
2018-05-11 09:45:07,303 Name is: layer2.1.conv1.weight
2018-05-11 09:45:07,303 Data is: min: -0.5158671140670776, max: 0.5575293302536011
2018-05-11 09:45:07,303 Grad is: min: -0.00610192958265543, max: 0.004982256796211004
2018-05-11 09:45:07,304 Target is: min: 0, max: 0
2018-05-11 09:45:07,304 --------------------------------------
2018-05-11 09:45:07,304 --------------------------------------
2018-05-11 09:45:07,304 Name is: layer2.1.bn1.weight
2018-05-11 09:45:07,304 Data is: min: 0.9991980791091919, max: 1.000895380973816
2018-05-11 09:45:07,304 Grad is: min: -0.00639561889693141, max: 0.006837708409875631
2018-05-11 09:45:07,305 Target is: min: 0, max: 0
2018-05-11 09:45:07,305 --------------------------------------
2018-05-11 09:45:07,305 --------------------------------------
2018-05-11 09:45:07,305 Name is: layer2.1.bn1.bias
2018-05-11 09:45:07,305 Data is: min: -0.0008995633106678724, max: 0.000694148417096585
2018-05-11 09:45:07,305 Grad is: min: -0.004649986047297716, max: 0.005429498385637999
2018-05-11 09:45:07,306 Target is: min: 0, max: 0
2018-05-11 09:45:07,306 --------------------------------------
2018-05-11 09:45:07,306 --------------------------------------
2018-05-11 09:45:07,306 Name is: layer2.1.conv2.weight
2018-05-11 09:45:07,306 Data is: min: -0.196469247341156, max: 0.17465119063854218
2018-05-11 09:45:07,306 Grad is: min: -0.010451147332787514, max: 0.010736328549683094
2018-05-11 09:45:07,306 Target is: min: 0, max: 0
2018-05-11 09:45:07,307 --------------------------------------
2018-05-11 09:45:07,307 --------------------------------------
2018-05-11 09:45:07,307 Name is: layer2.1.bn2.weight
2018-05-11 09:45:07,307 Data is: min: 0.9992201924324036, max: 1.0008913278579712
2018-05-11 09:45:07,307 Grad is: min: -0.0064323642291128635, max: 0.005635978654026985
2018-05-11 09:45:07,307 Target is: min: 0, max: 0
2018-05-11 09:45:07,308 --------------------------------------
2018-05-11 09:45:07,308 --------------------------------------
2018-05-11 09:45:07,308 Name is: layer2.1.bn2.bias
2018-05-11 09:45:07,308 Data is: min: -0.0007062998483888805, max: 0.0009041570592671633
2018-05-11 09:45:07,308 Grad is: min: -0.004139022435992956, max: 0.0041978307999670506
2018-05-11 09:45:07,308 Target is: min: 0, max: 0
2018-05-11 09:45:07,308 --------------------------------------
2018-05-11 09:45:07,309 --------------------------------------
2018-05-11 09:45:07,309 Name is: layer2.1.conv3.weight
2018-05-11 09:45:07,309 Data is: min: -0.24485887587070465, max: 0.24156872928142548
2018-05-11 09:45:07,309 Grad is: min: -0.007773720659315586, max: 0.006376007571816444
2018-05-11 09:45:07,309 Target is: min: 0, max: 0
2018-05-11 09:45:07,309 --------------------------------------
2018-05-11 09:45:07,310 --------------------------------------
2018-05-11 09:45:07,310 Name is: layer2.1.bn3.weight
2018-05-11 09:45:07,310 Data is: min: 0.9991002678871155, max: 1.0009651184082031
2018-05-11 09:45:07,310 Grad is: min: -0.00246951961889863, max: 0.003993300721049309
2018-05-11 09:45:07,310 Target is: min: 0, max: 0
2018-05-11 09:45:07,310 --------------------------------------
2018-05-11 09:45:07,311 --------------------------------------
2018-05-11 09:45:07,311 Name is: layer2.1.bn3.bias
2018-05-11 09:45:07,311 Data is: min: -0.0009968492668122053, max: 0.0009926147758960724
2018-05-11 09:45:07,311 Grad is: min: -0.0024527981877326965, max: 0.0016646545846015215
2018-05-11 09:45:07,311 Target is: min: 0, max: 0
2018-05-11 09:45:07,311 --------------------------------------
2018-05-11 09:45:07,312 --------------------------------------
2018-05-11 09:45:07,312 Name is: layer2.2.conv1.weight
2018-05-11 09:45:07,312 Data is: min: -0.5271682739257812, max: 0.4939248263835907
2018-05-11 09:45:07,312 Grad is: min: -0.0033684480004012585, max: 0.003955481573939323
2018-05-11 09:45:07,312 Target is: min: 0, max: 0
2018-05-11 09:45:07,312 --------------------------------------
2018-05-11 09:45:07,312 --------------------------------------
2018-05-11 09:45:07,313 Name is: layer2.2.bn1.weight
2018-05-11 09:45:07,313 Data is: min: 0.9992148280143738, max: 1.0008491277694702
2018-05-11 09:45:07,313 Grad is: min: -0.00496506504714489, max: 0.004281606525182724
2018-05-11 09:45:07,313 Target is: min: 0, max: 0
2018-05-11 09:45:07,313 --------------------------------------
2018-05-11 09:45:07,313 --------------------------------------
2018-05-11 09:45:07,314 Name is: layer2.2.bn1.bias
2018-05-11 09:45:07,314 Data is: min: -0.0008799056522548199, max: 0.000860194384586066
2018-05-11 09:45:07,314 Grad is: min: -0.003865820588544011, max: 0.0034632922615855932
2018-05-11 09:45:07,314 Target is: min: 0, max: 0
2018-05-11 09:45:07,314 --------------------------------------
2018-05-11 09:45:07,314 --------------------------------------
2018-05-11 09:45:07,314 Name is: layer2.2.conv2.weight
2018-05-11 09:45:07,315 Data is: min: -0.17436905205249786, max: 0.18188737332820892
2018-05-11 09:45:07,315 Grad is: min: -0.006456134375184774, max: 0.0064119077287614346
2018-05-11 09:45:07,315 Target is: min: 0, max: 0
2018-05-11 09:45:07,315 --------------------------------------
2018-05-11 09:45:07,315 --------------------------------------
2018-05-11 09:45:07,315 Name is: layer2.2.bn2.weight
2018-05-11 09:45:07,316 Data is: min: 0.9991551041603088, max: 1.0008381605148315
2018-05-11 09:45:07,316 Grad is: min: -0.004607167560607195, max: 0.0036767530255019665
2018-05-11 09:45:07,316 Target is: min: 0, max: 0
2018-05-11 09:45:07,316 --------------------------------------
2018-05-11 09:45:07,316 --------------------------------------
2018-05-11 09:45:07,316 Name is: layer2.2.bn2.bias
2018-05-11 09:45:07,317 Data is: min: -0.0008943522698245943, max: 0.000903362175449729
2018-05-11 09:45:07,317 Grad is: min: -0.004136673640459776, max: 0.002965998835861683
2018-05-11 09:45:07,317 Target is: min: 0, max: 0
2018-05-11 09:45:07,317 --------------------------------------
2018-05-11 09:45:07,317 --------------------------------------
2018-05-11 09:45:07,317 Name is: layer2.2.conv3.weight
2018-05-11 09:45:07,318 Data is: min: -0.2632632255554199, max: 0.28201955556869507
2018-05-11 09:45:07,318 Grad is: min: -0.004873454105108976, max: 0.005238658282905817
2018-05-11 09:45:07,318 Target is: min: 0, max: 0
2018-05-11 09:45:07,318 --------------------------------------
2018-05-11 09:45:07,318 --------------------------------------
2018-05-11 09:45:07,318 Name is: layer2.2.bn3.weight
2018-05-11 09:45:07,319 Data is: min: 0.9991039037704468, max: 1.000878095626831
2018-05-11 09:45:07,319 Grad is: min: -0.0019596617203205824, max: 0.0023191191721707582
2018-05-11 09:45:07,319 Target is: min: 0, max: 0
2018-05-11 09:45:07,319 --------------------------------------
2018-05-11 09:45:07,319 --------------------------------------
2018-05-11 09:45:07,319 Name is: layer2.2.bn3.bias
2018-05-11 09:45:07,320 Data is: min: -0.0010321021545678377, max: 0.001029898296110332
2018-05-11 09:45:07,320 Grad is: min: -0.001473507029004395, max: 0.001237903255969286
2018-05-11 09:45:07,320 Target is: min: 0, max: 0
2018-05-11 09:45:07,320 --------------------------------------
2018-05-11 09:45:07,320 --------------------------------------
2018-05-11 09:45:07,320 Name is: layer2.3.conv1.weight
2018-05-11 09:45:07,321 Data is: min: -0.5492350459098816, max: 0.5495858788490295
2018-05-11 09:45:07,321 Grad is: min: -0.002511373721063137, max: 0.0024588829837739468
2018-05-11 09:45:07,321 Target is: min: 0, max: 0
2018-05-11 09:45:07,321 --------------------------------------
2018-05-11 09:45:07,321 --------------------------------------
2018-05-11 09:45:07,321 Name is: layer2.3.bn1.weight
2018-05-11 09:45:07,322 Data is: min: 0.9991800785064697, max: 1.0008729696273804
2018-05-11 09:45:07,322 Grad is: min: -0.0029672225937247276, max: 0.003581657540053129
2018-05-11 09:45:07,322 Target is: min: 0, max: 0
2018-05-11 09:45:07,322 --------------------------------------
2018-05-11 09:45:07,322 --------------------------------------
2018-05-11 09:45:07,322 Name is: layer2.3.bn1.bias
2018-05-11 09:45:07,322 Data is: min: -0.0008893818012438715, max: 0.0009983205236494541
2018-05-11 09:45:07,323 Grad is: min: -0.0034532491117715836, max: 0.0033428107853978872
2018-05-11 09:45:07,323 Target is: min: 0, max: 0
2018-05-11 09:45:07,323 --------------------------------------
2018-05-11 09:45:07,323 --------------------------------------
2018-05-11 09:45:07,325 Name is: layer2.3.conv2.weight
2018-05-11 09:45:07,326 Data is: min: -0.18808923661708832, max: 0.17815689742565155
2018-05-11 09:45:07,326 Grad is: min: -0.005989597178995609, max: 0.006590432953089476
2018-05-11 09:45:07,326 Target is: min: 0, max: 0
2018-05-11 09:45:07,327 --------------------------------------
2018-05-11 09:45:07,327 --------------------------------------
2018-05-11 09:45:07,327 Name is: layer2.3.bn2.weight
2018-05-11 09:45:07,327 Data is: min: 0.998973548412323, max: 1.0009257793426514
2018-05-11 09:45:07,327 Grad is: min: -0.0034664177801460028, max: 0.0023536840453743935
2018-05-11 09:45:07,327 Target is: min: 0, max: 0
2018-05-11 09:45:07,328 --------------------------------------
2018-05-11 09:45:07,328 --------------------------------------
2018-05-11 09:45:07,328 Name is: layer2.3.bn2.bias
2018-05-11 09:45:07,328 Data is: min: -0.0009016403928399086, max: 0.0009319601813331246
2018-05-11 09:45:07,328 Grad is: min: -0.0024983538314700127, max: 0.002124031074345112
2018-05-11 09:45:07,328 Target is: min: 0, max: 0
2018-05-11 09:45:07,329 --------------------------------------
2018-05-11 09:45:07,329 --------------------------------------
2018-05-11 09:45:07,329 Name is: layer2.3.conv3.weight
2018-05-11 09:45:07,329 Data is: min: -0.3042246699333191, max: 0.2733275890350342
2018-05-11 09:45:07,329 Grad is: min: -0.0034102723002433777, max: 0.003840642049908638
2018-05-11 09:45:07,330 Target is: min: 0, max: 0
2018-05-11 09:45:07,330 --------------------------------------
2018-05-11 09:45:07,330 --------------------------------------
2018-05-11 09:45:07,330 Name is: layer2.3.bn3.weight
2018-05-11 09:45:07,330 Data is: min: 0.9989423155784607, max: 1.0009336471557617
2018-05-11 09:45:07,330 Grad is: min: -0.001305844634771347, max: 0.001231823698617518
2018-05-11 09:45:07,330 Target is: min: 0, max: 0
2018-05-11 09:45:07,331 --------------------------------------
2018-05-11 09:45:07,331 --------------------------------------
2018-05-11 09:45:07,331 Name is: layer2.3.bn3.bias
2018-05-11 09:45:07,331 Data is: min: -0.0009216832695528865, max: 0.0009812574135139585
2018-05-11 09:45:07,331 Grad is: min: -0.0007303053280338645, max: 0.0008328420808538795
2018-05-11 09:45:07,331 Target is: min: 0, max: 0
2018-05-11 09:45:07,332 --------------------------------------
2018-05-11 09:45:07,332 --------------------------------------
2018-05-11 09:45:07,332 Name is: layer3.0.conv1.weight
2018-05-11 09:45:07,332 Data is: min: -0.40441158413887024, max: 0.3636041283607483
2018-05-11 09:45:07,332 Grad is: min: -0.002333803800866008, max: 0.0023412054870277643
2018-05-11 09:45:07,333 Target is: min: 0, max: 0
2018-05-11 09:45:07,333 --------------------------------------
2018-05-11 09:45:07,333 --------------------------------------
2018-05-11 09:45:07,333 Name is: layer3.0.bn1.weight
2018-05-11 09:45:07,333 Data is: min: 0.9990729689598083, max: 1.0009539127349854
2018-05-11 09:45:07,333 Grad is: min: -0.002772343810647726, max: 0.002688191831111908
2018-05-11 09:45:07,333 Target is: min: 0, max: 0
2018-05-11 09:45:07,334 --------------------------------------
2018-05-11 09:45:07,334 --------------------------------------
2018-05-11 09:45:07,334 Name is: layer3.0.bn1.bias
2018-05-11 09:45:07,334 Data is: min: -0.0008983676671050489, max: 0.0009216942125931382
2018-05-11 09:45:07,334 Grad is: min: -0.0019654652569442987, max: 0.00202696630731225
2018-05-11 09:45:07,334 Target is: min: 0, max: 0
2018-05-11 09:45:07,335 --------------------------------------
2018-05-11 09:45:07,335 --------------------------------------
2018-05-11 09:45:07,335 Name is: layer3.0.conv2.weight
2018-05-11 09:45:07,335 Data is: min: -0.1388579159975052, max: 0.13813191652297974
2018-05-11 09:45:07,335 Grad is: min: -0.002976770047098398, max: 0.00354925449937582
2018-05-11 09:45:07,336 Target is: min: 0, max: 0
2018-05-11 09:45:07,336 --------------------------------------
2018-05-11 09:45:07,336 --------------------------------------
2018-05-11 09:45:07,336 Name is: layer3.0.bn2.weight
2018-05-11 09:45:07,336 Data is: min: 0.9991419911384583, max: 1.0008914470672607
2018-05-11 09:45:07,336 Grad is: min: -0.0017375941388309002, max: 0.0020740374457091093
2018-05-11 09:45:07,337 Target is: min: 0, max: 0
2018-05-11 09:45:07,337 --------------------------------------
2018-05-11 09:45:07,337 --------------------------------------
2018-05-11 09:45:07,337 Name is: layer3.0.bn2.bias
2018-05-11 09:45:07,337 Data is: min: -0.0009486147901043296, max: 0.0010005979565903544
2018-05-11 09:45:07,337 Grad is: min: -0.001513541443273425, max: 0.0015519331209361553
2018-05-11 09:45:07,337 Target is: min: 0, max: 0
2018-05-11 09:45:07,338 --------------------------------------
2018-05-11 09:45:07,338 --------------------------------------
2018-05-11 09:45:07,338 Name is: layer3.0.conv3.weight
2018-05-11 09:45:07,338 Data is: min: -0.19291973114013672, max: 0.2015877217054367
2018-05-11 09:45:07,338 Grad is: min: -0.002507257042452693, max: 0.002551240148022771
2018-05-11 09:45:07,339 Target is: min: 0, max: 0
2018-05-11 09:45:07,339 --------------------------------------
2018-05-11 09:45:07,339 --------------------------------------
2018-05-11 09:45:07,339 Name is: layer3.0.bn3.weight
2018-05-11 09:45:07,339 Data is: min: 0.9990296959877014, max: 1.0010199546813965
2018-05-11 09:45:07,339 Grad is: min: -0.001178497914224863, max: 0.0012248200364410877
2018-05-11 09:45:07,340 Target is: min: 0, max: 0
2018-05-11 09:45:07,340 --------------------------------------
2018-05-11 09:45:07,340 --------------------------------------
2018-05-11 09:45:07,340 Name is: layer3.0.bn3.bias
2018-05-11 09:45:07,340 Data is: min: -0.0009708311408758163, max: 0.0011031153844669461
2018-05-11 09:45:07,340 Grad is: min: -0.0007650596089661121, max: 0.0008898793021216989
2018-05-11 09:45:07,340 Target is: min: 0, max: 0
2018-05-11 09:45:07,341 --------------------------------------
2018-05-11 09:45:07,341 --------------------------------------
2018-05-11 09:45:07,341 Name is: layer3.0.downsample.0.weight
2018-05-11 09:45:07,341 Data is: min: -0.20352888107299805, max: 0.19722941517829895
2018-05-11 09:45:07,341 Grad is: min: -0.001889627194032073, max: 0.0019174858462065458
2018-05-11 09:45:07,342 Target is: min: 0, max: 0
2018-05-11 09:45:07,342 --------------------------------------
2018-05-11 09:45:07,342 --------------------------------------
2018-05-11 09:45:07,342 Name is: layer3.0.downsample.1.weight
2018-05-11 09:45:07,342 Data is: min: 0.9990172386169434, max: 1.001014232635498
2018-05-11 09:45:07,342 Grad is: min: -0.0008797388290986419, max: 0.0010950823780149221
2018-05-11 09:45:07,343 Target is: min: 0, max: 0
2018-05-11 09:45:07,343 --------------------------------------
2018-05-11 09:45:07,343 --------------------------------------
2018-05-11 09:45:07,343 Name is: layer3.0.downsample.1.bias
2018-05-11 09:45:07,343 Data is: min: -0.0009708311408758163, max: 0.0011031153844669461
2018-05-11 09:45:07,343 Grad is: min: -0.0007650596089661121, max: 0.0008898793021216989
2018-05-11 09:45:07,344 Target is: min: 0, max: 0
2018-05-11 09:45:07,344 --------------------------------------
2018-05-11 09:45:07,344 --------------------------------------
2018-05-11 09:45:07,344 Name is: layer3.1.conv1.weight
2018-05-11 09:45:07,344 Data is: min: -0.45317360758781433, max: 0.37607958912849426
2018-05-11 09:45:07,344 Grad is: min: -0.0017407536506652832, max: 0.0012088746298104525
2018-05-11 09:45:07,345 Target is: min: 0, max: 0
2018-05-11 09:45:07,345 --------------------------------------
2018-05-11 09:45:07,345 --------------------------------------
2018-05-11 09:45:07,345 Name is: layer3.1.bn1.weight
2018-05-11 09:45:07,345 Data is: min: 0.9989947080612183, max: 1.0009242296218872
2018-05-11 09:45:07,345 Grad is: min: -0.002121360506862402, max: 0.0016194625059142709
2018-05-11 09:45:07,346 Target is: min: 0, max: 0
2018-05-11 09:45:07,346 --------------------------------------
2018-05-11 09:45:07,346 --------------------------------------
2018-05-11 09:45:07,346 Name is: layer3.1.bn1.bias
2018-05-11 09:45:07,346 Data is: min: -0.000926596054341644, max: 0.0010295852553099394
2018-05-11 09:45:07,346 Grad is: min: -0.001951230806298554, max: 0.0016647395677864552
2018-05-11 09:45:07,346 Target is: min: 0, max: 0
2018-05-11 09:45:07,347 --------------------------------------
2018-05-11 09:45:07,347 --------------------------------------
2018-05-11 09:45:07,347 Name is: layer3.1.conv2.weight
2018-05-11 09:45:07,347 Data is: min: -0.1376582682132721, max: 0.13728615641593933
2018-05-11 09:45:07,347 Grad is: min: -0.0024580105673521757, max: 0.002530569676309824
2018-05-11 09:45:07,348 Target is: min: 0, max: 0
2018-05-11 09:45:07,348 --------------------------------------
2018-05-11 09:45:07,348 --------------------------------------
2018-05-11 09:45:07,348 Name is: layer3.1.bn2.weight
2018-05-11 09:45:07,348 Data is: min: 0.9991396069526672, max: 1.000995397567749
2018-05-11 09:45:07,348 Grad is: min: -0.0013618330704048276, max: 0.0014402488013729453
2018-05-11 09:45:07,349 Target is: min: 0, max: 0
2018-05-11 09:45:07,349 --------------------------------------
2018-05-11 09:45:07,349 --------------------------------------
2018-05-11 09:45:07,349 Name is: layer3.1.bn2.bias
2018-05-11 09:45:07,349 Data is: min: -0.0009364421712234616, max: 0.0010087542468681931
2018-05-11 09:45:07,349 Grad is: min: -0.001396810868754983, max: 0.0009313214104622602
2018-05-11 09:45:07,350 Target is: min: 0, max: 0
2018-05-11 09:45:07,350 --------------------------------------
2018-05-11 09:45:07,350 --------------------------------------
2018-05-11 09:45:07,350 Name is: layer3.1.conv3.weight
2018-05-11 09:45:07,350 Data is: min: -0.20946496725082397, max: 0.196565181016922
2018-05-11 09:45:07,350 Grad is: min: -0.0017686840146780014, max: 0.0019137461204081774
2018-05-11 09:45:07,351 Target is: min: 0, max: 0
2018-05-11 09:45:07,351 --------------------------------------
2018-05-11 09:45:07,351 --------------------------------------
2018-05-11 09:45:07,351 Name is: layer3.1.bn3.weight
2018-05-11 09:45:07,351 Data is: min: 0.9989755153656006, max: 1.001025676727295
2018-05-11 09:45:07,351 Grad is: min: -0.0009589696419425309, max: 0.0007438369793817401
2018-05-11 09:45:07,352 Target is: min: 0, max: 0
2018-05-11 09:45:07,352 --------------------------------------
2018-05-11 09:45:07,352 --------------------------------------
2018-05-11 09:45:07,352 Name is: layer3.1.bn3.bias
2018-05-11 09:45:07,352 Data is: min: -0.0010825247736647725, max: 0.0010588453151285648
2018-05-11 09:45:07,352 Grad is: min: -0.0005702036432921886, max: 0.0006372729549184442
2018-05-11 09:45:07,352 Target is: min: 0, max: 0
2018-05-11 09:45:07,353 --------------------------------------
2018-05-11 09:45:07,353 --------------------------------------
2018-05-11 09:45:07,353 Name is: layer3.2.conv1.weight
2018-05-11 09:45:07,353 Data is: min: -0.39754804968833923, max: 0.4382816553115845
2018-05-11 09:45:07,353 Grad is: min: -0.0009595048031769693, max: 0.0010811223182827234
2018-05-11 09:45:07,354 Target is: min: 0, max: 0
2018-05-11 09:45:07,354 --------------------------------------
2018-05-11 09:45:07,354 --------------------------------------
2018-05-11 09:45:07,354 Name is: layer3.2.bn1.weight
2018-05-11 09:45:07,354 Data is: min: 0.9990607500076294, max: 1.0010007619857788
2018-05-11 09:45:07,354 Grad is: min: -0.0012882009614259005, max: 0.0014835468027740717
2018-05-11 09:45:07,354 Target is: min: 0, max: 0
2018-05-11 09:45:07,355 --------------------------------------
2018-05-11 09:45:07,355 --------------------------------------
2018-05-11 09:45:07,355 Name is: layer3.2.bn1.bias
2018-05-11 09:45:07,355 Data is: min: -0.0009246611152775586, max: 0.0010011752601712942
2018-05-11 09:45:07,355 Grad is: min: -0.0012479015858843923, max: 0.0012519435258582234
2018-05-11 09:45:07,355 Target is: min: 0, max: 0
2018-05-11 09:45:07,356 --------------------------------------
2018-05-11 09:45:07,356 --------------------------------------
2018-05-11 09:45:07,356 Name is: layer3.2.conv2.weight
2018-05-11 09:45:07,356 Data is: min: -0.1397194117307663, max: 0.13394640386104584
2018-05-11 09:45:07,356 Grad is: min: -0.001698862761259079, max: 0.0017920109676197171
2018-05-11 09:45:07,357 Target is: min: 0, max: 0
2018-05-11 09:45:07,357 --------------------------------------
2018-05-11 09:45:07,357 --------------------------------------
2018-05-11 09:45:07,357 Name is: layer3.2.bn2.weight
2018-05-11 09:45:07,357 Data is: min: 0.9990907907485962, max: 1.0009969472885132
2018-05-11 09:45:07,357 Grad is: min: -0.0008833842002786696, max: 0.0010001608170568943
2018-05-11 09:45:07,358 Target is: min: 0, max: 0
2018-05-11 09:45:07,358 --------------------------------------
2018-05-11 09:45:07,358 --------------------------------------
2018-05-11 09:45:07,358 Name is: layer3.2.bn2.bias
2018-05-11 09:45:07,358 Data is: min: -0.0010216115042567253, max: 0.0009986665099859238
2018-05-11 09:45:07,358 Grad is: min: -0.0010403906926512718, max: 0.0008499262039549649
2018-05-11 09:45:07,358 Target is: min: 0, max: 0
2018-05-11 09:45:07,359 --------------------------------------
2018-05-11 09:45:07,359 --------------------------------------
2018-05-11 09:45:07,359 Name is: layer3.2.conv3.weight
2018-05-11 09:45:07,359 Data is: min: -0.19863243401050568, max: 0.21720927953720093
2018-05-11 09:45:07,359 Grad is: min: -0.001390725141391158, max: 0.001547178952023387
2018-05-11 09:45:07,359 Target is: min: 0, max: 0
2018-05-11 09:45:07,360 --------------------------------------
2018-05-11 09:45:07,360 --------------------------------------
2018-05-11 09:45:07,360 Name is: layer3.2.bn3.weight
2018-05-11 09:45:07,360 Data is: min: 0.9989707469940186, max: 1.0010900497436523
2018-05-11 09:45:07,360 Grad is: min: -0.0005470034666359425, max: 0.000542256108019501
2018-05-11 09:45:07,360 Target is: min: 0, max: 0
2018-05-11 09:45:07,361 --------------------------------------
2018-05-11 09:45:07,361 --------------------------------------
2018-05-11 09:45:07,361 Name is: layer3.2.bn3.bias
2018-05-11 09:45:07,361 Data is: min: -0.0010056548053398728, max: 0.0009988660458475351
2018-05-11 09:45:07,361 Grad is: min: -0.00036695049493573606, max: 0.00037066597724333405
2018-05-11 09:45:07,361 Target is: min: 0, max: 0
2018-05-11 09:45:07,361 --------------------------------------
2018-05-11 09:45:07,362 --------------------------------------
2018-05-11 09:45:07,362 Name is: layer3.3.conv1.weight
2018-05-11 09:45:07,362 Data is: min: -0.3797650635242462, max: 0.4160260260105133
2018-05-11 09:45:07,362 Grad is: min: -0.0006712421891279519, max: 0.0007202752749435604
2018-05-11 09:45:07,362 Target is: min: 0, max: 0
2018-05-11 09:45:07,363 --------------------------------------
2018-05-11 09:45:07,363 --------------------------------------
2018-05-11 09:45:07,363 Name is: layer3.3.bn1.weight
2018-05-11 09:45:07,363 Data is: min: 0.9990899562835693, max: 1.001013159751892
2018-05-11 09:45:07,363 Grad is: min: -0.000829842931125313, max: 0.0009348488529212773
2018-05-11 09:45:07,363 Target is: min: 0, max: 0
2018-05-11 09:45:07,364 --------------------------------------
2018-05-11 09:45:07,364 --------------------------------------
2018-05-11 09:45:07,364 Name is: layer3.3.bn1.bias
2018-05-11 09:45:07,364 Data is: min: -0.0009322060504928231, max: 0.0010089410934597254
2018-05-11 09:45:07,364 Grad is: min: -0.000803980918135494, max: 0.0006595796439796686
2018-05-11 09:45:07,364 Target is: min: 0, max: 0
2018-05-11 09:45:07,364 --------------------------------------
2018-05-11 09:45:07,365 --------------------------------------
2018-05-11 09:45:07,365 Name is: layer3.3.conv2.weight
2018-05-11 09:45:07,365 Data is: min: -0.13660438358783722, max: 0.1452692747116089
2018-05-11 09:45:07,365 Grad is: min: -0.0014125548768788576, max: 0.0013272700598463416
2018-05-11 09:45:07,365 Target is: min: 0, max: 0
2018-05-11 09:45:07,366 --------------------------------------
2018-05-11 09:45:07,366 --------------------------------------
2018-05-11 09:45:07,366 Name is: layer3.3.bn2.weight
2018-05-11 09:45:07,366 Data is: min: 0.999018669128418, max: 1.0010167360305786
2018-05-11 09:45:07,366 Grad is: min: -0.0007976217311806977, max: 0.0008411788148805499
2018-05-11 09:45:07,366 Target is: min: 0, max: 0
2018-05-11 09:45:07,366 --------------------------------------
2018-05-11 09:45:07,367 --------------------------------------
2018-05-11 09:45:07,367 Name is: layer3.3.bn2.bias
2018-05-11 09:45:07,367 Data is: min: -0.0009959914023056626, max: 0.0010323793394491076
2018-05-11 09:45:07,367 Grad is: min: -0.0006817380199208856, max: 0.0007303536403924227
2018-05-11 09:45:07,367 Target is: min: 0, max: 0
2018-05-11 09:45:07,367 --------------------------------------
2018-05-11 09:45:07,368 --------------------------------------
2018-05-11 09:45:07,368 Name is: layer3.3.conv3.weight
2018-05-11 09:45:07,368 Data is: min: -0.20280790328979492, max: 0.19381903111934662
2018-05-11 09:45:07,368 Grad is: min: -0.0009978070156648755, max: 0.0011319181649014354
2018-05-11 09:45:07,368 Target is: min: 0, max: 0
2018-05-11 09:45:07,368 --------------------------------------
2018-05-11 09:45:07,369 --------------------------------------
2018-05-11 09:45:07,369 Name is: layer3.3.bn3.weight
2018-05-11 09:45:07,369 Data is: min: 0.9989554286003113, max: 1.0010428428649902
2018-05-11 09:45:07,369 Grad is: min: -0.0004559174121823162, max: 0.0004330597585067153
2018-05-11 09:45:07,369 Target is: min: 0, max: 0
2018-05-11 09:45:07,369 --------------------------------------
2018-05-11 09:45:07,370 --------------------------------------
2018-05-11 09:45:07,370 Name is: layer3.3.bn3.bias
2018-05-11 09:45:07,370 Data is: min: -0.0010094169992953539, max: 0.0009754920611158013
2018-05-11 09:45:07,370 Grad is: min: -0.0003053028485737741, max: 0.00025950398412533104
2018-05-11 09:45:07,370 Target is: min: 0, max: 0
2018-05-11 09:45:07,370 --------------------------------------
2018-05-11 09:45:07,371 --------------------------------------
2018-05-11 09:45:07,371 Name is: layer3.4.conv1.weight
2018-05-11 09:45:07,371 Data is: min: -0.3866443634033203, max: 0.3831125497817993
2018-05-11 09:45:07,371 Grad is: min: -0.0005842397222295403, max: 0.0007687155157327652
2018-05-11 09:45:07,371 Target is: min: 0, max: 0
2018-05-11 09:45:07,371 --------------------------------------
2018-05-11 09:45:07,372 --------------------------------------
2018-05-11 09:45:07,372 Name is: layer3.4.bn1.weight
2018-05-11 09:45:07,372 Data is: min: 0.9990293383598328, max: 1.0009602308273315
2018-05-11 09:45:07,372 Grad is: min: -0.0007095106411725283, max: 0.0010003423085436225
2018-05-11 09:45:07,372 Target is: min: 0, max: 0
2018-05-11 09:45:07,372 --------------------------------------
2018-05-11 09:45:07,373 --------------------------------------
2018-05-11 09:45:07,373 Name is: layer3.4.bn1.bias
2018-05-11 09:45:07,373 Data is: min: -0.0009453468373976648, max: 0.0010485168313607574
2018-05-11 09:45:07,373 Grad is: min: -0.0007426004158332944, max: 0.0006907482165843248
2018-05-11 09:45:07,373 Target is: min: 0, max: 0
2018-05-11 09:45:07,373 --------------------------------------
2018-05-11 09:45:07,373 --------------------------------------
2018-05-11 09:45:07,374 Name is: layer3.4.conv2.weight
2018-05-11 09:45:07,374 Data is: min: -0.13080519437789917, max: 0.15128794312477112
2018-05-11 09:45:07,374 Grad is: min: -0.001122484216466546, max: 0.0011521168053150177
2018-05-11 09:45:07,374 Target is: min: 0, max: 0
2018-05-11 09:45:07,375 --------------------------------------
2018-05-11 09:45:07,375 --------------------------------------
2018-05-11 09:45:07,375 Name is: layer3.4.bn2.weight
2018-05-11 09:45:07,375 Data is: min: 0.9990195631980896, max: 1.0010043382644653
2018-05-11 09:45:07,375 Grad is: min: -0.0006404343293979764, max: 0.0005179636063985527
2018-05-11 09:45:07,375 Target is: min: 0, max: 0
2018-05-11 09:45:07,375 --------------------------------------
2018-05-11 09:45:07,376 --------------------------------------
2018-05-11 09:45:07,376 Name is: layer3.4.bn2.bias
2018-05-11 09:45:07,376 Data is: min: -0.0009547635563649237, max: 0.0010483451187610626
2018-05-11 09:45:07,376 Grad is: min: -0.0004972204915247858, max: 0.0006367622409015894
2018-05-11 09:45:07,376 Target is: min: 0, max: 0
2018-05-11 09:45:07,376 --------------------------------------
2018-05-11 09:45:07,377 --------------------------------------
2018-05-11 09:45:07,377 Name is: layer3.4.conv3.weight
2018-05-11 09:45:07,377 Data is: min: -0.20775489509105682, max: 0.2031847983598709
2018-05-11 09:45:07,377 Grad is: min: -0.0008549393969587982, max: 0.0008593759848736227
2018-05-11 09:45:07,377 Target is: min: 0, max: 0
2018-05-11 09:45:07,377 --------------------------------------
2018-05-11 09:45:07,378 --------------------------------------
2018-05-11 09:45:07,378 Name is: layer3.4.bn3.weight
2018-05-11 09:45:07,378 Data is: min: 0.998972475528717, max: 1.0010710954666138
2018-05-11 09:45:07,378 Grad is: min: -0.0003562071069609374, max: 0.00031051746918819845
2018-05-11 09:45:07,378 Target is: min: 0, max: 0
2018-05-11 09:45:07,378 --------------------------------------
2018-05-11 09:45:07,379 --------------------------------------
2018-05-11 09:45:07,379 Name is: layer3.4.bn3.bias
2018-05-11 09:45:07,379 Data is: min: -0.0010542849777266383, max: 0.001060272566974163
2018-05-11 09:45:07,379 Grad is: min: -0.00020069221500307322, max: 0.00021103935432620347
2018-05-11 09:45:07,379 Target is: min: 0, max: 0
2018-05-11 09:45:07,379 --------------------------------------
2018-05-11 09:45:07,380 --------------------------------------
2018-05-11 09:45:07,380 Name is: layer3.5.conv1.weight
2018-05-11 09:45:07,380 Data is: min: -0.40380051732063293, max: 0.4350736141204834
2018-05-11 09:45:07,380 Grad is: min: -0.00047690095379948616, max: 0.0005881506367586553
2018-05-11 09:45:07,380 Target is: min: 0, max: 0
2018-05-11 09:45:07,380 --------------------------------------
2018-05-11 09:45:07,381 --------------------------------------
2018-05-11 09:45:07,381 Name is: layer3.5.bn1.weight
2018-05-11 09:45:07,381 Data is: min: 0.9989877343177795, max: 1.0010230541229248
2018-05-11 09:45:07,381 Grad is: min: -0.0005801930674351752, max: 0.0007413593120872974
2018-05-11 09:45:07,381 Target is: min: 0, max: 0
2018-05-11 09:45:07,381 --------------------------------------
2018-05-11 09:45:07,382 --------------------------------------
2018-05-11 09:45:07,382 Name is: layer3.5.bn1.bias
2018-05-11 09:45:07,382 Data is: min: -0.0010050899581983685, max: 0.0009719983791001141
2018-05-11 09:45:07,382 Grad is: min: -0.0005106602911837399, max: 0.0006244932301342487
2018-05-11 09:45:07,382 Target is: min: 0, max: 0
2018-05-11 09:45:07,382 --------------------------------------
2018-05-11 09:45:07,382 --------------------------------------
2018-05-11 09:45:07,383 Name is: layer3.5.conv2.weight
2018-05-11 09:45:07,383 Data is: min: -0.13911770284175873, max: 0.1411488652229309
2018-05-11 09:45:07,383 Grad is: min: -0.0010725934989750385, max: 0.0010673237266018987
2018-05-11 09:45:07,383 Target is: min: 0, max: 0
2018-05-11 09:45:07,383 --------------------------------------
2018-05-11 09:45:07,384 --------------------------------------
2018-05-11 09:45:07,384 Name is: layer3.5.bn2.weight
2018-05-11 09:45:07,384 Data is: min: 0.9990652799606323, max: 1.001095175743103
2018-05-11 09:45:07,384 Grad is: min: -0.0006365309818647802, max: 0.000878168735653162
2018-05-11 09:45:07,384 Target is: min: 0, max: 0
2018-05-11 09:45:07,384 --------------------------------------
2018-05-11 09:45:07,385 --------------------------------------
2018-05-11 09:45:07,385 Name is: layer3.5.bn2.bias
2018-05-11 09:45:07,385 Data is: min: -0.0009258413920179009, max: 0.001120103639550507
2018-05-11 09:45:07,385 Grad is: min: -0.0005620812298730016, max: 0.0004193141940049827
2018-05-11 09:45:07,385 Target is: min: 0, max: 0
2018-05-11 09:45:07,385 --------------------------------------
2018-05-11 09:45:07,385 --------------------------------------
2018-05-11 09:45:07,386 Name is: layer3.5.conv3.weight
2018-05-11 09:45:07,386 Data is: min: -0.20545423030853271, max: 0.2008606493473053
2018-05-11 09:45:07,386 Grad is: min: -0.0008238095906563103, max: 0.0007581107784062624
2018-05-11 09:45:07,386 Target is: min: 0, max: 0
2018-05-11 09:45:07,386 --------------------------------------
2018-05-11 09:45:07,387 --------------------------------------
2018-05-11 09:45:07,387 Name is: layer3.5.bn3.weight
2018-05-11 09:45:07,387 Data is: min: 0.9989063143730164, max: 1.001033902168274
2018-05-11 09:45:07,387 Grad is: min: -0.0002735512098297477, max: 0.0003054615226574242
2018-05-11 09:45:07,387 Target is: min: 0, max: 0
2018-05-11 09:45:07,387 --------------------------------------
2018-05-11 09:45:07,387 --------------------------------------
2018-05-11 09:45:07,388 Name is: layer3.5.bn3.bias
2018-05-11 09:45:07,388 Data is: min: -0.0010879796463996172, max: 0.0010723869781941175
2018-05-11 09:45:07,388 Grad is: min: -0.0001424806978320703, max: 0.00014639663277193904
2018-05-11 09:45:07,388 Target is: min: 0, max: 0
2018-05-11 09:45:07,388 --------------------------------------
2018-05-11 09:45:07,388 --------------------------------------
2018-05-11 09:45:07,389 Name is: layer4.0.conv1.weight
2018-05-11 09:45:07,389 Data is: min: -0.2769353985786438, max: 0.2797902226448059
2018-05-11 09:45:07,389 Grad is: min: -0.0005848829750902951, max: 0.0005691598635166883
2018-05-11 09:45:07,389 Target is: min: 0, max: 0
2018-05-11 09:45:07,389 --------------------------------------
2018-05-11 09:45:07,390 --------------------------------------
2018-05-11 09:45:07,390 Name is: layer4.0.bn1.weight
2018-05-11 09:45:07,390 Data is: min: 0.9988933205604553, max: 1.0010360479354858
2018-05-11 09:45:07,390 Grad is: min: -0.000537321378942579, max: 0.0005497347447089851
2018-05-11 09:45:07,390 Target is: min: 0, max: 0
2018-05-11 09:45:07,390 --------------------------------------
2018-05-11 09:45:07,391 --------------------------------------
2018-05-11 09:45:07,391 Name is: layer4.0.bn1.bias
2018-05-11 09:45:07,391 Data is: min: -0.0010201333789154887, max: 0.0011433613253757358
2018-05-11 09:45:07,391 Grad is: min: -0.0004779620503541082, max: 0.0004078086349181831
2018-05-11 09:45:07,391 Target is: min: 0, max: 0
2018-05-11 09:45:07,391 --------------------------------------
2018-05-11 09:45:07,392 --------------------------------------
2018-05-11 09:45:07,392 Name is: layer4.0.conv2.weight
2018-05-11 09:45:07,392 Data is: min: -0.10464482009410858, max: 0.10678824782371521
2018-05-11 09:45:07,392 Grad is: min: -0.0010844345670193434, max: 0.0008492820197716355
2018-05-11 09:45:07,393 Target is: min: 0, max: 0
2018-05-11 09:45:07,393 --------------------------------------
2018-05-11 09:45:07,393 --------------------------------------
2018-05-11 09:45:07,393 Name is: layer4.0.bn2.weight
2018-05-11 09:45:07,393 Data is: min: 0.9989194273948669, max: 1.0011098384857178
2018-05-11 09:45:07,393 Grad is: min: -0.0005572442896664143, max: 0.0005764000816270709
2018-05-11 09:45:07,394 Target is: min: 0, max: 0
2018-05-11 09:45:07,394 --------------------------------------
2018-05-11 09:45:07,394 --------------------------------------
2018-05-11 09:45:07,394 Name is: layer4.0.bn2.bias
2018-05-11 09:45:07,394 Data is: min: -0.0011211074888706207, max: 0.0011369980638846755
2018-05-11 09:45:07,394 Grad is: min: -0.0005210445960983634, max: 0.00035491824382916093
2018-05-11 09:45:07,394 Target is: min: 0, max: 0
2018-05-11 09:45:07,395 --------------------------------------
2018-05-11 09:45:07,395 --------------------------------------
2018-05-11 09:45:07,395 Name is: layer4.0.conv3.weight
2018-05-11 09:45:07,395 Data is: min: -0.15782584249973297, max: 0.1575024574995041
2018-05-11 09:45:07,396 Grad is: min: -0.0008768198313191533, max: 0.0008144823368638754
2018-05-11 09:45:07,396 Target is: min: 0, max: 0
2018-05-11 09:45:07,396 --------------------------------------
2018-05-11 09:45:07,396 --------------------------------------
2018-05-11 09:45:07,396 Name is: layer4.0.bn3.weight
2018-05-11 09:45:07,396 Data is: min: 0.9988469481468201, max: 1.0011801719665527
2018-05-11 09:45:07,397 Grad is: min: -0.000959846714977175, max: 0.0005942982970736921
2018-05-11 09:45:07,397 Target is: min: 0, max: 0
2018-05-11 09:45:07,397 --------------------------------------
2018-05-11 09:45:07,397 --------------------------------------
2018-05-11 09:45:07,397 Name is: layer4.0.bn3.bias
2018-05-11 09:45:07,397 Data is: min: -0.0011443207040429115, max: 0.0011704785283654928
2018-05-11 09:45:07,397 Grad is: min: -0.0012428599875420332, max: 0.0008934050565585494
2018-05-11 09:45:07,398 Target is: min: 0, max: 0
2018-05-11 09:45:07,398 --------------------------------------
2018-05-11 09:45:07,398 --------------------------------------
2018-05-11 09:45:07,398 Name is: layer4.0.downsample.0.weight
2018-05-11 09:45:07,398 Data is: min: -0.15021416544914246, max: 0.17909540235996246
2018-05-11 09:45:07,399 Grad is: min: -0.0008067294838838279, max: 0.0008235419518314302
2018-05-11 09:45:07,399 Target is: min: 0, max: 0
2018-05-11 09:45:07,399 --------------------------------------
2018-05-11 09:45:07,399 --------------------------------------
2018-05-11 09:45:07,399 Name is: layer4.0.downsample.1.weight
2018-05-11 09:45:07,399 Data is: min: 0.9988533854484558, max: 1.0011727809906006
2018-05-11 09:45:07,400 Grad is: min: -0.0009118580492213368, max: 0.0005989979254081845
2018-05-11 09:45:07,400 Target is: min: 0, max: 0
2018-05-11 09:45:07,400 --------------------------------------
2018-05-11 09:45:07,400 --------------------------------------
2018-05-11 09:45:07,400 Name is: layer4.0.downsample.1.bias
2018-05-11 09:45:07,400 Data is: min: -0.0011443207040429115, max: 0.0011704785283654928
2018-05-11 09:45:07,401 Grad is: min: -0.0012428599875420332, max: 0.0008934050565585494
2018-05-11 09:45:07,401 Target is: min: 0, max: 0
2018-05-11 09:45:07,401 --------------------------------------
2018-05-11 09:45:07,401 --------------------------------------
2018-05-11 09:45:07,401 Name is: layer4.1.conv1.weight
2018-05-11 09:45:07,402 Data is: min: -0.306769460439682, max: 0.303303062915802
2018-05-11 09:45:07,402 Grad is: min: -0.00042968508205376565, max: 0.0003587331448215991
2018-05-11 09:45:07,402 Target is: min: 0, max: 0
2018-05-11 09:45:07,402 --------------------------------------
2018-05-11 09:45:07,402 --------------------------------------
2018-05-11 09:45:07,402 Name is: layer4.1.bn1.weight
2018-05-11 09:45:07,403 Data is: min: 0.9989281296730042, max: 1.0010441541671753
2018-05-11 09:45:07,403 Grad is: min: -0.0003029895597137511, max: 0.0004053762531839311
2018-05-11 09:45:07,403 Target is: min: 0, max: 0
2018-05-11 09:45:07,403 --------------------------------------
2018-05-11 09:45:07,403 --------------------------------------
2018-05-11 09:45:07,403 Name is: layer4.1.bn1.bias
2018-05-11 09:45:07,404 Data is: min: -0.0010422866325825453, max: 0.0011030861642211676
2018-05-11 09:45:07,404 Grad is: min: -0.0003721641260199249, max: 0.00043387021287344396
2018-05-11 09:45:07,404 Target is: min: 0, max: 0
2018-05-11 09:45:07,404 --------------------------------------
2018-05-11 09:45:07,404 --------------------------------------
2018-05-11 09:45:07,404 Name is: layer4.1.conv2.weight
2018-05-11 09:45:07,405 Data is: min: -0.10302967578172684, max: 0.10988768935203552
2018-05-11 09:45:07,405 Grad is: min: -0.0008874112390913069, max: 0.0007803778862580657
2018-05-11 09:45:07,405 Target is: min: 0, max: 0
2018-05-11 09:45:07,405 --------------------------------------
2018-05-11 09:45:07,405 --------------------------------------
2018-05-11 09:45:07,406 Name is: layer4.1.bn2.weight
2018-05-11 09:45:07,406 Data is: min: 0.9988770484924316, max: 1.001123309135437
2018-05-11 09:45:07,406 Grad is: min: -0.0004672174691222608, max: 0.0004243209259584546
2018-05-11 09:45:07,406 Target is: min: 0, max: 0
2018-05-11 09:45:07,406 --------------------------------------
2018-05-11 09:45:07,406 --------------------------------------
2018-05-11 09:45:07,407 Name is: layer4.1.bn2.bias
2018-05-11 09:45:07,407 Data is: min: -0.001127363066188991, max: 0.0011437888024374843
2018-05-11 09:45:07,407 Grad is: min: -0.00044451828580349684, max: 0.0002697197487577796
2018-05-11 09:45:07,407 Target is: min: 0, max: 0
2018-05-11 09:45:07,407 --------------------------------------
2018-05-11 09:45:07,407 --------------------------------------
2018-05-11 09:45:07,407 Name is: layer4.1.conv3.weight
2018-05-11 09:45:07,408 Data is: min: -0.1532745659351349, max: 0.15456900000572205
2018-05-11 09:45:07,408 Grad is: min: -0.0009884159080684185, max: 0.0007855885778553784
2018-05-11 09:45:07,408 Target is: min: 0, max: 0
2018-05-11 09:45:07,408 --------------------------------------
2018-05-11 09:45:07,409 --------------------------------------
2018-05-11 09:45:07,409 Name is: layer4.1.bn3.weight
2018-05-11 09:45:07,409 Data is: min: 0.9988481402397156, max: 1.0011651515960693
2018-05-11 09:45:07,409 Grad is: min: -0.0010207464220002294, max: 0.0006962516345083714
2018-05-11 09:45:07,409 Target is: min: 0, max: 0
2018-05-11 09:45:07,409 --------------------------------------
2018-05-11 09:45:07,410 --------------------------------------
2018-05-11 09:45:07,410 Name is: layer4.1.bn3.bias
2018-05-11 09:45:07,410 Data is: min: -0.0011399422073736787, max: 0.0011760150082409382
2018-05-11 09:45:07,410 Grad is: min: -0.001665654475800693, max: 0.0012958284933120012
2018-05-11 09:45:07,410 Target is: min: 0, max: 0
2018-05-11 09:45:07,410 --------------------------------------
2018-05-11 09:45:07,411 --------------------------------------
2018-05-11 09:45:07,411 Name is: layer4.2.conv1.weight
2018-05-11 09:45:07,411 Data is: min: -0.3048899173736572, max: 0.3205653727054596
2018-05-11 09:45:07,411 Grad is: min: -0.0002597823622636497, max: 0.00035010164720006287
2018-05-11 09:45:07,412 Target is: min: 0, max: 0
2018-05-11 09:45:07,412 --------------------------------------
2018-05-11 09:45:07,412 --------------------------------------
2018-05-11 09:45:07,412 Name is: layer4.2.bn1.weight
2018-05-11 09:45:07,412 Data is: min: 0.9989159107208252, max: 1.0010969638824463
2018-05-11 09:45:07,412 Grad is: min: -0.00024251881404779851, max: 0.0002765249810181558
2018-05-11 09:45:07,413 Target is: min: 0, max: 0
2018-05-11 09:45:07,413 --------------------------------------
2018-05-11 09:45:07,413 --------------------------------------
2018-05-11 09:45:07,413 Name is: layer4.2.bn1.bias
2018-05-11 09:45:07,413 Data is: min: -0.0010414512362331152, max: 0.0011222349712625146
2018-05-11 09:45:07,413 Grad is: min: -0.00033385574351996183, max: 0.0002758389455266297
2018-05-11 09:45:07,413 Target is: min: 0, max: 0
2018-05-11 09:45:07,414 --------------------------------------
2018-05-11 09:45:07,414 --------------------------------------
2018-05-11 09:45:07,414 Name is: layer4.2.conv2.weight
2018-05-11 09:45:07,414 Data is: min: -0.10746952891349792, max: 0.10309651494026184
2018-05-11 09:45:07,415 Grad is: min: -0.0005709327524527907, max: 0.0006964794592931867
2018-05-11 09:45:07,415 Target is: min: 0, max: 0
2018-05-11 09:45:07,415 --------------------------------------
2018-05-11 09:45:07,415 --------------------------------------
2018-05-11 09:45:07,415 Name is: layer4.2.bn2.weight
2018-05-11 09:45:07,415 Data is: min: 0.9988664984703064, max: 1.0011510848999023
2018-05-11 09:45:07,416 Grad is: min: -0.00043588713742792606, max: 0.00033400190295651555
2018-05-11 09:45:07,416 Target is: min: 0, max: 0
2018-05-11 09:45:07,416 --------------------------------------
2018-05-11 09:45:07,416 --------------------------------------
2018-05-11 09:45:07,416 Name is: layer4.2.bn2.bias
2018-05-11 09:45:07,416 Data is: min: -0.0011239319574087858, max: 0.0011398016940802336
2018-05-11 09:45:07,417 Grad is: min: -0.0003896938287653029, max: 0.00017992615175899118
2018-05-11 09:45:07,417 Target is: min: 0, max: 0
2018-05-11 09:45:07,417 --------------------------------------
2018-05-11 09:45:07,417 --------------------------------------
2018-05-11 09:45:07,417 Name is: layer4.2.conv3.weight
2018-05-11 09:45:07,417 Data is: min: -0.161619633436203, max: 0.1557263731956482
2018-05-11 09:45:07,418 Grad is: min: -0.0007250732742249966, max: 0.0006566768861375749
2018-05-11 09:45:07,418 Target is: min: 0, max: 0
2018-05-11 09:45:07,418 --------------------------------------
2018-05-11 09:45:07,418 --------------------------------------
2018-05-11 09:45:07,418 Name is: layer4.2.bn3.weight
2018-05-11 09:45:07,418 Data is: min: 0.9988702535629272, max: 1.001189112663269
2018-05-11 09:45:07,419 Grad is: min: -0.0009952629916369915, max: 0.0005688564851880074
2018-05-11 09:45:07,419 Target is: min: 0, max: 0
2018-05-11 09:45:07,419 --------------------------------------
2018-05-11 09:45:07,419 --------------------------------------
2018-05-11 09:45:07,419 Name is: layer4.2.bn3.bias
2018-05-11 09:45:07,419 Data is: min: -0.0011360292555764318, max: 0.0011831780429929495
2018-05-11 09:45:07,420 Grad is: min: -0.002033399883657694, max: 0.0018210411071777344
2018-05-11 09:45:07,420 Target is: min: 0, max: 0
2018-05-11 09:45:07,420 --------------------------------------
2018-05-11 09:45:07,420 --------------------------------------
2018-05-11 09:45:07,420 Name is: fc.weight
2018-05-11 09:45:07,420 Data is: min: -0.023243315517902374, max: 0.02322757989168167
2018-05-11 09:45:07,421 Grad is: min: -0.1500454545021057, max: 0.0029411085415631533
2018-05-11 09:45:07,421 Target is: min: 0, max: 0
2018-05-11 09:45:07,421 --------------------------------------
2018-05-11 09:45:07,421 --------------------------------------
2018-05-11 09:45:07,421 Name is: fc.bias
2018-05-11 09:45:07,421 Data is: min: -0.022432249039411545, max: 0.020903365686535835
2018-05-11 09:45:07,422 Grad is: min: -0.1043984666466713, max: 0.0019526230171322823
2018-05-11 09:45:07,422 Target is: min: 0, max: 0
2018-05-11 09:45:07,422 --------------------------------------
2018-05-11 09:45:07,422 -- RUNNING_LOSS: 0.11031066626310349
2018-05-11 09:45:07,422 -- ITERATION: 12
2018-05-11 09:45:07,508 --------------------------------------
2018-05-11 09:45:07,509 Name is: conv1.weight
2018-05-11 09:45:07,509 Data is: min: -0.10916520655155182, max: 0.09902362525463104
2018-05-11 09:45:07,510 Grad is: min: -0.3549187183380127, max: 0.49217334389686584
2018-05-11 09:45:07,510 Target is: min: 0, max: 0
2018-05-11 09:45:07,510 --------------------------------------
2018-05-11 09:45:07,510 --------------------------------------
2018-05-11 09:45:07,510 Name is: bn1.weight
2018-05-11 09:45:07,511 Data is: min: 0.9993295669555664, max: 1.000644564628601
2018-05-11 09:45:07,511 Grad is: min: -0.043791357427835464, max: 0.03754536435008049
2018-05-11 09:45:07,511 Target is: min: 0, max: 0
2018-05-11 09:45:07,511 --------------------------------------
2018-05-11 09:45:07,512 --------------------------------------
2018-05-11 09:45:07,512 Name is: bn1.bias
2018-05-11 09:45:07,512 Data is: min: -0.0006390449125319719, max: 0.0007080077193677425
2018-05-11 09:45:07,513 Grad is: min: -0.02158212661743164, max: 0.02730455994606018
2018-05-11 09:45:07,513 Target is: min: 0, max: 0
2018-05-11 09:45:07,513 --------------------------------------
2018-05-11 09:45:07,513 --------------------------------------
2018-05-11 09:45:07,513 Name is: layer1.0.conv1.weight
2018-05-11 09:45:07,514 Data is: min: -0.6506154537200928, max: 0.5569547414779663
2018-05-11 09:45:07,514 Grad is: min: -0.0533110648393631, max: 0.04261956736445427
2018-05-11 09:45:07,514 Target is: min: 0, max: 0
2018-05-11 09:45:07,514 --------------------------------------
2018-05-11 09:45:07,515 --------------------------------------
2018-05-11 09:45:07,515 Name is: layer1.0.bn1.weight
2018-05-11 09:45:07,515 Data is: min: 0.999165952205658, max: 1.0008535385131836
2018-05-11 09:45:07,516 Grad is: min: -0.02698725461959839, max: 0.0265242550522089
2018-05-11 09:45:07,516 Target is: min: 0, max: 0
2018-05-11 09:45:07,516 --------------------------------------
2018-05-11 09:45:07,516 --------------------------------------
2018-05-11 09:45:07,516 Name is: layer1.0.bn1.bias
2018-05-11 09:45:07,517 Data is: min: -0.0008501574629917741, max: 0.0006810870836488903
2018-05-11 09:45:07,517 Grad is: min: -0.03422369062900543, max: 0.02350291609764099
2018-05-11 09:45:07,517 Target is: min: 0, max: 0
2018-05-11 09:45:07,517 --------------------------------------
2018-05-11 09:45:07,517 --------------------------------------
2018-05-11 09:45:07,518 Name is: layer1.0.conv2.weight
2018-05-11 09:45:07,518 Data is: min: -0.2383919209241867, max: 0.21656765043735504
2018-05-11 09:45:07,518 Grad is: min: -0.03305627405643463, max: 0.045830171555280685
2018-05-11 09:45:07,519 Target is: min: 0, max: 0
2018-05-11 09:45:07,519 --------------------------------------
2018-05-11 09:45:07,519 --------------------------------------
2018-05-11 09:45:07,519 Name is: layer1.0.bn2.weight
2018-05-11 09:45:07,520 Data is: min: 0.9991769194602966, max: 1.0008978843688965
2018-05-11 09:45:07,520 Grad is: min: -0.019710928201675415, max: 0.011277570389211178
2018-05-11 09:45:07,520 Target is: min: 0, max: 0
2018-05-11 09:45:07,520 --------------------------------------
2018-05-11 09:45:07,520 --------------------------------------
2018-05-11 09:45:07,520 Name is: layer1.0.bn2.bias
2018-05-11 09:45:07,521 Data is: min: -0.0008489354513585567, max: 0.0008302538772113621
2018-05-11 09:45:07,521 Grad is: min: -0.011290852911770344, max: 0.010492360219359398
2018-05-11 09:45:07,521 Target is: min: 0, max: 0
2018-05-11 09:45:07,522 --------------------------------------
2018-05-11 09:45:07,522 --------------------------------------
2018-05-11 09:45:07,522 Name is: layer1.0.conv3.weight
2018-05-11 09:45:07,522 Data is: min: -0.3405715525150299, max: 0.35446351766586304
2018-05-11 09:45:07,523 Grad is: min: -0.028691725805401802, max: 0.027358243241906166
2018-05-11 09:45:07,523 Target is: min: 0, max: 0
2018-05-11 09:45:07,523 --------------------------------------
2018-05-11 09:45:07,523 --------------------------------------
2018-05-11 09:45:07,523 Name is: layer1.0.bn3.weight
2018-05-11 09:45:07,524 Data is: min: 0.998965322971344, max: 1.0009818077087402
2018-05-11 09:45:07,524 Grad is: min: -0.012083979323506355, max: 0.010138563811779022
2018-05-11 09:45:07,524 Target is: min: 0, max: 0
2018-05-11 09:45:07,524 --------------------------------------
2018-05-11 09:45:07,524 --------------------------------------
2018-05-11 09:45:07,525 Name is: layer1.0.bn3.bias
2018-05-11 09:45:07,525 Data is: min: -0.0009652480948716402, max: 0.0008677626610733569
2018-05-11 09:45:07,525 Grad is: min: -0.009797886945307255, max: 0.00749921752139926
2018-05-11 09:45:07,526 Target is: min: 0, max: 0
2018-05-11 09:45:07,526 --------------------------------------
2018-05-11 09:45:07,526 --------------------------------------
2018-05-11 09:45:07,526 Name is: layer1.0.downsample.0.weight
2018-05-11 09:45:07,526 Data is: min: -0.3623850643634796, max: 0.35222458839416504
2018-05-11 09:45:07,527 Grad is: min: -0.02700849063694477, max: 0.02966359443962574
2018-05-11 09:45:07,527 Target is: min: 0, max: 0
2018-05-11 09:45:07,527 --------------------------------------
2018-05-11 09:45:07,527 --------------------------------------
2018-05-11 09:45:07,527 Name is: layer1.0.downsample.1.weight
2018-05-11 09:45:07,528 Data is: min: 0.9991585612297058, max: 1.000913143157959
2018-05-11 09:45:07,528 Grad is: min: -0.011098799295723438, max: 0.009590948931872845
2018-05-11 09:45:07,528 Target is: min: 0, max: 0
2018-05-11 09:45:07,528 --------------------------------------
2018-05-11 09:45:07,529 --------------------------------------
2018-05-11 09:45:07,529 Name is: layer1.0.downsample.1.bias
2018-05-11 09:45:07,529 Data is: min: -0.0009652480948716402, max: 0.0008677626610733569
2018-05-11 09:45:07,530 Grad is: min: -0.009797886945307255, max: 0.00749921752139926
2018-05-11 09:45:07,530 Target is: min: 0, max: 0
2018-05-11 09:45:07,530 --------------------------------------
2018-05-11 09:45:07,530 --------------------------------------
2018-05-11 09:45:07,530 Name is: layer1.1.conv1.weight
2018-05-11 09:45:07,531 Data is: min: -0.7393985986709595, max: 0.6868839263916016
2018-05-11 09:45:07,531 Grad is: min: -0.011183640919625759, max: 0.013594219461083412
2018-05-11 09:45:07,531 Target is: min: 0, max: 0
2018-05-11 09:45:07,531 --------------------------------------
2018-05-11 09:45:07,531 --------------------------------------
2018-05-11 09:45:07,532 Name is: layer1.1.bn1.weight
2018-05-11 09:45:07,532 Data is: min: 0.9991205930709839, max: 1.0009087324142456
2018-05-11 09:45:07,532 Grad is: min: -0.017759213224053383, max: 0.01231918390840292
2018-05-11 09:45:07,532 Target is: min: 0, max: 0
2018-05-11 09:45:07,533 --------------------------------------
2018-05-11 09:45:07,533 --------------------------------------
2018-05-11 09:45:07,533 Name is: layer1.1.bn1.bias
2018-05-11 09:45:07,533 Data is: min: -0.0008763918303884566, max: 0.0008519085240550339
2018-05-11 09:45:07,534 Grad is: min: -0.011722918599843979, max: 0.014230046421289444
2018-05-11 09:45:07,534 Target is: min: 0, max: 0
2018-05-11 09:45:07,534 --------------------------------------
2018-05-11 09:45:07,534 --------------------------------------
2018-05-11 09:45:07,534 Name is: layer1.1.conv2.weight
2018-05-11 09:45:07,535 Data is: min: -0.260282427072525, max: 0.22576265037059784
2018-05-11 09:45:07,535 Grad is: min: -0.020832456648349762, max: 0.018965881317853928
2018-05-11 09:45:07,535 Target is: min: 0, max: 0
2018-05-11 09:45:07,535 --------------------------------------
2018-05-11 09:45:07,535 --------------------------------------
2018-05-11 09:45:07,535 Name is: layer1.1.bn2.weight
2018-05-11 09:45:07,536 Data is: min: 0.999028742313385, max: 1.0008223056793213
2018-05-11 09:45:07,536 Grad is: min: -0.01164209470152855, max: 0.010248344391584396
2018-05-11 09:45:07,536 Target is: min: 0, max: 0
2018-05-11 09:45:07,536 --------------------------------------
2018-05-11 09:45:07,537 --------------------------------------
2018-05-11 09:45:07,537 Name is: layer1.1.bn2.bias
2018-05-11 09:45:07,537 Data is: min: -0.0007930918945930898, max: 0.0008107354515232146
2018-05-11 09:45:07,537 Grad is: min: -0.009543567895889282, max: 0.010154839605093002
2018-05-11 09:45:07,538 Target is: min: 0, max: 0
2018-05-11 09:45:07,538 --------------------------------------
2018-05-11 09:45:07,538 --------------------------------------
2018-05-11 09:45:07,538 Name is: layer1.1.conv3.weight
2018-05-11 09:45:07,538 Data is: min: -0.3715742826461792, max: 0.36551645398139954
2018-05-11 09:45:07,539 Grad is: min: -0.01981121301651001, max: 0.015976151451468468
2018-05-11 09:45:07,539 Target is: min: 0, max: 0
2018-05-11 09:45:07,539 --------------------------------------
2018-05-11 09:45:07,539 --------------------------------------
2018-05-11 09:45:07,539 Name is: layer1.1.bn3.weight
2018-05-11 09:45:07,540 Data is: min: 0.9989705681800842, max: 1.0009217262268066
2018-05-11 09:45:07,540 Grad is: min: -0.006881848908960819, max: 0.00645670760422945
2018-05-11 09:45:07,540 Target is: min: 0, max: 0
2018-05-11 09:45:07,540 --------------------------------------
2018-05-11 09:45:07,541 --------------------------------------
2018-05-11 09:45:07,541 Name is: layer1.1.bn3.bias
2018-05-11 09:45:07,541 Data is: min: -0.0010016662999987602, max: 0.0009890247602015734
2018-05-11 09:45:07,541 Grad is: min: -0.005180514417588711, max: 0.0035934681072831154
2018-05-11 09:45:07,542 Target is: min: 0, max: 0
2018-05-11 09:45:07,542 --------------------------------------
2018-05-11 09:45:07,542 --------------------------------------
2018-05-11 09:45:07,542 Name is: layer1.2.conv1.weight
2018-05-11 09:45:07,542 Data is: min: -0.7300059795379639, max: 0.7824380993843079
2018-05-11 09:45:07,543 Grad is: min: -0.008934353478252888, max: 0.009033072739839554
2018-05-11 09:45:07,543 Target is: min: 0, max: 0
2018-05-11 09:45:07,543 --------------------------------------
2018-05-11 09:45:07,543 --------------------------------------
2018-05-11 09:45:07,543 Name is: layer1.2.bn1.weight
2018-05-11 09:45:07,544 Data is: min: 0.9989731311798096, max: 1.0007556676864624
2018-05-11 09:45:07,544 Grad is: min: -0.010937727056443691, max: 0.010701175779104233
2018-05-11 09:45:07,544 Target is: min: 0, max: 0
2018-05-11 09:45:07,544 --------------------------------------
2018-05-11 09:45:07,544 --------------------------------------
2018-05-11 09:45:07,545 Name is: layer1.2.bn1.bias
2018-05-11 09:45:07,545 Data is: min: -0.0007618428790010512, max: 0.0007330893422476947
2018-05-11 09:45:07,545 Grad is: min: -0.010098383761942387, max: 0.008178496733307838
2018-05-11 09:45:07,545 Target is: min: 0, max: 0
2018-05-11 09:45:07,546 --------------------------------------
2018-05-11 09:45:07,546 --------------------------------------
2018-05-11 09:45:07,546 Name is: layer1.2.conv2.weight
2018-05-11 09:45:07,546 Data is: min: -0.24025632441043854, max: 0.2253493070602417
2018-05-11 09:45:07,547 Grad is: min: -0.015221650712192059, max: 0.011611921712756157
2018-05-11 09:45:07,547 Target is: min: 0, max: 0
2018-05-11 09:45:07,547 --------------------------------------
2018-05-11 09:45:07,547 --------------------------------------
2018-05-11 09:45:07,547 Name is: layer1.2.bn2.weight
2018-05-11 09:45:07,547 Data is: min: 0.999176561832428, max: 1.0009006261825562
2018-05-11 09:45:07,548 Grad is: min: -0.008768739178776741, max: 0.00858214870095253
2018-05-11 09:45:07,548 Target is: min: 0, max: 0
2018-05-11 09:45:07,548 --------------------------------------
2018-05-11 09:45:07,548 --------------------------------------
2018-05-11 09:45:07,548 Name is: layer1.2.bn2.bias
2018-05-11 09:45:07,549 Data is: min: -0.000752636173274368, max: 0.0007303223828785121
2018-05-11 09:45:07,549 Grad is: min: -0.005235120188444853, max: 0.008213136345148087
2018-05-11 09:45:07,549 Target is: min: 0, max: 0
2018-05-11 09:45:07,549 --------------------------------------
2018-05-11 09:45:07,549 --------------------------------------
2018-05-11 09:45:07,549 Name is: layer1.2.conv3.weight
2018-05-11 09:45:07,550 Data is: min: -0.3462991416454315, max: 0.35822170972824097
2018-05-11 09:45:07,550 Grad is: min: -0.011502966284751892, max: 0.011151556856930256
2018-05-11 09:45:07,550 Target is: min: 0, max: 0
2018-05-11 09:45:07,551 --------------------------------------
2018-05-11 09:45:07,551 --------------------------------------
2018-05-11 09:45:07,551 Name is: layer1.2.bn3.weight
2018-05-11 09:45:07,551 Data is: min: 0.9990743398666382, max: 1.0008680820465088
2018-05-11 09:45:07,551 Grad is: min: -0.0050733392126858234, max: 0.004173404537141323
2018-05-11 09:45:07,552 Target is: min: 0, max: 0
2018-05-11 09:45:07,552 --------------------------------------
2018-05-11 09:45:07,552 --------------------------------------
2018-05-11 09:45:07,552 Name is: layer1.2.bn3.bias
2018-05-11 09:45:07,552 Data is: min: -0.0009922644821926951, max: 0.0009419619455002248
2018-05-11 09:45:07,553 Grad is: min: -0.0028203793335705996, max: 0.0030174751300364733
2018-05-11 09:45:07,553 Target is: min: 0, max: 0
2018-05-11 09:45:07,553 --------------------------------------
2018-05-11 09:45:07,553 --------------------------------------
2018-05-11 09:45:07,553 Name is: layer2.0.conv1.weight
2018-05-11 09:45:07,554 Data is: min: -0.488712877035141, max: 0.526667594909668
2018-05-11 09:45:07,554 Grad is: min: -0.007803286891430616, max: 0.007154636550694704
2018-05-11 09:45:07,554 Target is: min: 0, max: 0
2018-05-11 09:45:07,554 --------------------------------------
2018-05-11 09:45:07,554 --------------------------------------
2018-05-11 09:45:07,554 Name is: layer2.0.bn1.weight
2018-05-11 09:45:07,555 Data is: min: 0.9989678263664246, max: 1.0010663270950317
2018-05-11 09:45:07,555 Grad is: min: -0.00631839269772172, max: 0.007770142983645201
2018-05-11 09:45:07,555 Target is: min: 0, max: 0
2018-05-11 09:45:07,555 --------------------------------------
2018-05-11 09:45:07,556 --------------------------------------
2018-05-11 09:45:07,556 Name is: layer2.0.bn1.bias
2018-05-11 09:45:07,556 Data is: min: -0.0008419708465225995, max: 0.000758269801735878
2018-05-11 09:45:07,556 Grad is: min: -0.004449553322046995, max: 0.005186852067708969
2018-05-11 09:45:07,557 Target is: min: 0, max: 0
2018-05-11 09:45:07,557 --------------------------------------
2018-05-11 09:45:07,557 --------------------------------------
2018-05-11 09:45:07,557 Name is: layer2.0.conv2.weight
2018-05-11 09:45:07,557 Data is: min: -0.186576247215271, max: 0.17105808854103088
2018-05-11 09:45:07,558 Grad is: min: -0.009714744053781033, max: 0.008241560310125351
2018-05-11 09:45:07,558 Target is: min: 0, max: 0
2018-05-11 09:45:07,558 --------------------------------------
2018-05-11 09:45:07,558 --------------------------------------
2018-05-11 09:45:07,558 Name is: layer2.0.bn2.weight
2018-05-11 09:45:07,558 Data is: min: 0.9988953471183777, max: 1.000913381576538
2018-05-11 09:45:07,559 Grad is: min: -0.005019005388021469, max: 0.004819342866539955
2018-05-11 09:45:07,559 Target is: min: 0, max: 0
2018-05-11 09:45:07,559 --------------------------------------
2018-05-11 09:45:07,559 --------------------------------------
2018-05-11 09:45:07,559 Name is: layer2.0.bn2.bias
2018-05-11 09:45:07,560 Data is: min: -0.000997195951640606, max: 0.0007710999343544245
2018-05-11 09:45:07,560 Grad is: min: -0.003720615291967988, max: 0.00461778836324811
2018-05-11 09:45:07,560 Target is: min: 0, max: 0
2018-05-11 09:45:07,560 --------------------------------------
2018-05-11 09:45:07,560 --------------------------------------
2018-05-11 09:45:07,560 Name is: layer2.0.conv3.weight
2018-05-11 09:45:07,561 Data is: min: -0.2672247290611267, max: 0.2476557195186615
2018-05-11 09:45:07,561 Grad is: min: -0.008095767349004745, max: 0.006600326858460903
2018-05-11 09:45:07,561 Target is: min: 0, max: 0
2018-05-11 09:45:07,561 --------------------------------------
2018-05-11 09:45:07,561 --------------------------------------
2018-05-11 09:45:07,562 Name is: layer2.0.bn3.weight
2018-05-11 09:45:07,562 Data is: min: 0.9988899827003479, max: 1.001019835472107
2018-05-11 09:45:07,562 Grad is: min: -0.003049781545996666, max: 0.0029913377948105335
2018-05-11 09:45:07,562 Target is: min: 0, max: 0
2018-05-11 09:45:07,562 --------------------------------------
2018-05-11 09:45:07,563 --------------------------------------
2018-05-11 09:45:07,563 Name is: layer2.0.bn3.bias
2018-05-11 09:45:07,563 Data is: min: -0.0010729699861258268, max: 0.0010136784985661507
2018-05-11 09:45:07,563 Grad is: min: -0.0017954122740775347, max: 0.0023129333276301622
2018-05-11 09:45:07,563 Target is: min: 0, max: 0
2018-05-11 09:45:07,564 --------------------------------------
2018-05-11 09:45:07,564 --------------------------------------
2018-05-11 09:45:07,564 Name is: layer2.0.downsample.0.weight
2018-05-11 09:45:07,564 Data is: min: -0.25655457377433777, max: 0.29826807975769043
2018-05-11 09:45:07,565 Grad is: min: -0.0065614692866802216, max: 0.0054616001434624195
2018-05-11 09:45:07,565 Target is: min: 0, max: 0
2018-05-11 09:45:07,565 --------------------------------------
2018-05-11 09:45:07,565 --------------------------------------
2018-05-11 09:45:07,565 Name is: layer2.0.downsample.1.weight
2018-05-11 09:45:07,565 Data is: min: 0.9990577101707458, max: 1.001028299331665
2018-05-11 09:45:07,566 Grad is: min: -0.002732151187956333, max: 0.0027201867196708918
2018-05-11 09:45:07,566 Target is: min: 0, max: 0
2018-05-11 09:45:07,566 --------------------------------------
2018-05-11 09:45:07,566 --------------------------------------
2018-05-11 09:45:07,566 Name is: layer2.0.downsample.1.bias
2018-05-11 09:45:07,566 Data is: min: -0.0010729699861258268, max: 0.0010136784985661507
2018-05-11 09:45:07,567 Grad is: min: -0.0017954122740775347, max: 0.0023129333276301622
2018-05-11 09:45:07,567 Target is: min: 0, max: 0
2018-05-11 09:45:07,567 --------------------------------------
2018-05-11 09:45:07,567 --------------------------------------
2018-05-11 09:45:07,567 Name is: layer2.1.conv1.weight
2018-05-11 09:45:07,568 Data is: min: -0.5158759951591492, max: 0.5575056076049805
2018-05-11 09:45:07,568 Grad is: min: -0.0043534026481211185, max: 0.002922443673014641
2018-05-11 09:45:07,568 Target is: min: 0, max: 0
2018-05-11 09:45:07,568 --------------------------------------
2018-05-11 09:45:07,568 --------------------------------------
2018-05-11 09:45:07,568 Name is: layer2.1.bn1.weight
2018-05-11 09:45:07,569 Data is: min: 0.9991616606712341, max: 1.0009450912475586
2018-05-11 09:45:07,569 Grad is: min: -0.003594521665945649, max: 0.0029751325491815805
2018-05-11 09:45:07,569 Target is: min: 0, max: 0
2018-05-11 09:45:07,569 --------------------------------------
2018-05-11 09:45:07,569 --------------------------------------
2018-05-11 09:45:07,569 Name is: layer2.1.bn1.bias
2018-05-11 09:45:07,570 Data is: min: -0.0009320848039351404, max: 0.0007284082239493728
2018-05-11 09:45:07,570 Grad is: min: -0.003869004547595978, max: 0.0033553163520991802
2018-05-11 09:45:07,570 Target is: min: 0, max: 0
2018-05-11 09:45:07,570 --------------------------------------
2018-05-11 09:45:07,570 --------------------------------------
2018-05-11 09:45:07,571 Name is: layer2.1.conv2.weight
2018-05-11 09:45:07,571 Data is: min: -0.19647206366062164, max: 0.17467831075191498
2018-05-11 09:45:07,571 Grad is: min: -0.0056000035256147385, max: 0.005282389931380749
2018-05-11 09:45:07,571 Target is: min: 0, max: 0
2018-05-11 09:45:07,572 --------------------------------------
2018-05-11 09:45:07,572 --------------------------------------
2018-05-11 09:45:07,572 Name is: layer2.1.bn2.weight
2018-05-11 09:45:07,572 Data is: min: 0.9991772770881653, max: 1.0009342432022095
2018-05-11 09:45:07,572 Grad is: min: -0.003938987851142883, max: 0.0031443405896425247
2018-05-11 09:45:07,572 Target is: min: 0, max: 0
2018-05-11 09:45:07,573 --------------------------------------
2018-05-11 09:45:07,573 --------------------------------------
2018-05-11 09:45:07,573 Name is: layer2.1.bn2.bias
2018-05-11 09:45:07,573 Data is: min: -0.0007260432466864586, max: 0.000944211264140904
2018-05-11 09:45:07,573 Grad is: min: -0.002730574458837509, max: 0.002726302482187748
2018-05-11 09:45:07,574 Target is: min: 0, max: 0
2018-05-11 09:45:07,574 --------------------------------------
2018-05-11 09:45:07,574 --------------------------------------
2018-05-11 09:45:07,574 Name is: layer2.1.conv3.weight
2018-05-11 09:45:07,574 Data is: min: -0.24487143754959106, max: 0.24157804250717163
2018-05-11 09:45:07,575 Grad is: min: -0.004072349052876234, max: 0.006135357543826103
2018-05-11 09:45:07,575 Target is: min: 0, max: 0
2018-05-11 09:45:07,575 --------------------------------------
2018-05-11 09:45:07,575 --------------------------------------
2018-05-11 09:45:07,575 Name is: layer2.1.bn3.weight
2018-05-11 09:45:07,575 Data is: min: 0.9990513324737549, max: 1.0010133981704712
2018-05-11 09:45:07,576 Grad is: min: -0.001586852828040719, max: 0.002633399562910199
2018-05-11 09:45:07,576 Target is: min: 0, max: 0
2018-05-11 09:45:07,576 --------------------------------------
2018-05-11 09:45:07,576 --------------------------------------
2018-05-11 09:45:07,576 Name is: layer2.1.bn3.bias
2018-05-11 09:45:07,576 Data is: min: -0.0010578379733487964, max: 0.0010416595032438636
2018-05-11 09:45:07,577 Grad is: min: -0.001437108963727951, max: 0.001212068134918809
2018-05-11 09:45:07,577 Target is: min: 0, max: 0
2018-05-11 09:45:07,577 --------------------------------------
2018-05-11 09:45:07,577 --------------------------------------
2018-05-11 09:45:07,577 Name is: layer2.2.conv1.weight
2018-05-11 09:45:07,578 Data is: min: -0.5272245407104492, max: 0.49392861127853394
2018-05-11 09:45:07,578 Grad is: min: -0.002175302477553487, max: 0.002217632019892335
2018-05-11 09:45:07,578 Target is: min: 0, max: 0
2018-05-11 09:45:07,578 --------------------------------------
2018-05-11 09:45:07,578 --------------------------------------
2018-05-11 09:45:07,578 Name is: layer2.2.bn1.weight
2018-05-11 09:45:07,579 Data is: min: 0.9991775751113892, max: 1.0008759498596191
2018-05-11 09:45:07,579 Grad is: min: -0.0030394557397812605, max: 0.0027917707338929176
2018-05-11 09:45:07,579 Target is: min: 0, max: 0
2018-05-11 09:45:07,579 --------------------------------------
2018-05-11 09:45:07,579 --------------------------------------
2018-05-11 09:45:07,579 Name is: layer2.2.bn1.bias
2018-05-11 09:45:07,580 Data is: min: -0.0009249113500118256, max: 0.0008890833123587072
2018-05-11 09:45:07,580 Grad is: min: -0.0021806457079946995, max: 0.0021037764381617308
2018-05-11 09:45:07,580 Target is: min: 0, max: 0
2018-05-11 09:45:07,580 --------------------------------------
2018-05-11 09:45:07,580 --------------------------------------
2018-05-11 09:45:07,580 Name is: layer2.2.conv2.weight
2018-05-11 09:45:07,581 Data is: min: -0.1743798702955246, max: 0.18189486861228943
2018-05-11 09:45:07,581 Grad is: min: -0.0036408219020813704, max: 0.0037277964875102043
2018-05-11 09:45:07,581 Target is: min: 0, max: 0
2018-05-11 09:45:07,581 --------------------------------------
2018-05-11 09:45:07,581 --------------------------------------
2018-05-11 09:45:07,582 Name is: layer2.2.bn2.weight
2018-05-11 09:45:07,582 Data is: min: 0.9991171956062317, max: 1.000874638557434
2018-05-11 09:45:07,582 Grad is: min: -0.002137576462700963, max: 0.0022354398388415575
2018-05-11 09:45:07,582 Target is: min: 0, max: 0
2018-05-11 09:45:07,582 --------------------------------------
2018-05-11 09:45:07,582 --------------------------------------
2018-05-11 09:45:07,583 Name is: layer2.2.bn2.bias
2018-05-11 09:45:07,583 Data is: min: -0.0009317181538790464, max: 0.0009434653911739588
2018-05-11 09:45:07,583 Grad is: min: -0.0018104210030287504, max: 0.0018642228096723557
2018-05-11 09:45:07,583 Target is: min: 0, max: 0
2018-05-11 09:45:07,583 --------------------------------------
2018-05-11 09:45:07,584 --------------------------------------
2018-05-11 09:45:07,584 Name is: layer2.2.conv3.weight
2018-05-11 09:45:07,584 Data is: min: -0.26327165961265564, max: 0.28202179074287415
2018-05-11 09:45:07,584 Grad is: min: -0.002815067768096924, max: 0.0035319128073751926
2018-05-11 09:45:07,584 Target is: min: 0, max: 0
2018-05-11 09:45:07,585 --------------------------------------
2018-05-11 09:45:07,585 --------------------------------------
2018-05-11 09:45:07,585 Name is: layer2.2.bn3.weight
2018-05-11 09:45:07,585 Data is: min: 0.9990589618682861, max: 1.000916600227356
2018-05-11 09:45:07,585 Grad is: min: -0.0011191359953954816, max: 0.0011504922294989228
2018-05-11 09:45:07,585 Target is: min: 0, max: 0
2018-05-11 09:45:07,586 --------------------------------------
2018-05-11 09:45:07,586 --------------------------------------
2018-05-11 09:45:07,586 Name is: layer2.2.bn3.bias
2018-05-11 09:45:07,586 Data is: min: -0.0010810279054567218, max: 0.0010763288009911776
2018-05-11 09:45:07,586 Grad is: min: -0.0009445387404412031, max: 0.0008047825540415943
2018-05-11 09:45:07,587 Target is: min: 0, max: 0
2018-05-11 09:45:07,587 --------------------------------------
2018-05-11 09:45:07,587 --------------------------------------
2018-05-11 09:45:07,587 Name is: layer2.3.conv1.weight
2018-05-11 09:45:07,587 Data is: min: -0.5492081046104431, max: 0.5495542883872986
2018-05-11 09:45:07,588 Grad is: min: -0.0015909881331026554, max: 0.001707396819256246
2018-05-11 09:45:07,588 Target is: min: 0, max: 0
2018-05-11 09:45:07,588 --------------------------------------
2018-05-11 09:45:07,588 --------------------------------------
2018-05-11 09:45:07,588 Name is: layer2.3.bn1.weight
2018-05-11 09:45:07,588 Data is: min: 0.9991490244865417, max: 1.0009175539016724
2018-05-11 09:45:07,589 Grad is: min: -0.001985653769224882, max: 0.0017563216388225555
2018-05-11 09:45:07,589 Target is: min: 0, max: 0
2018-05-11 09:45:07,589 --------------------------------------
2018-05-11 09:45:07,589 --------------------------------------
2018-05-11 09:45:07,589 Name is: layer2.3.bn1.bias
2018-05-11 09:45:07,589 Data is: min: -0.0009389486513100564, max: 0.0010560465743765235
2018-05-11 09:45:07,590 Grad is: min: -0.002011006698012352, max: 0.0020425748080015182
2018-05-11 09:45:07,590 Target is: min: 0, max: 0
2018-05-11 09:45:07,590 --------------------------------------
2018-05-11 09:45:07,590 --------------------------------------
2018-05-11 09:45:07,590 Name is: layer2.3.conv2.weight
2018-05-11 09:45:07,590 Data is: min: -0.18808680772781372, max: 0.17814622819423676
2018-05-11 09:45:07,591 Grad is: min: -0.003406860865652561, max: 0.0035558915697038174
2018-05-11 09:45:07,591 Target is: min: 0, max: 0
2018-05-11 09:45:07,591 --------------------------------------
2018-05-11 09:45:07,591 --------------------------------------
2018-05-11 09:45:07,591 Name is: layer2.3.bn2.weight
2018-05-11 09:45:07,591 Data is: min: 0.9989029765129089, max: 1.0009781122207642
2018-05-11 09:45:07,592 Grad is: min: -0.002029333496466279, max: 0.001736471545882523
2018-05-11 09:45:07,592 Target is: min: 0, max: 0
2018-05-11 09:45:07,592 --------------------------------------
2018-05-11 09:45:07,592 --------------------------------------
2018-05-11 09:45:07,592 Name is: layer2.3.bn2.bias
2018-05-11 09:45:07,592 Data is: min: -0.0009371661581099033, max: 0.0009747678996063769
2018-05-11 09:45:07,593 Grad is: min: -0.00208297953940928, max: 0.0015568716917186975
2018-05-11 09:45:07,593 Target is: min: 0, max: 0
2018-05-11 09:45:07,593 --------------------------------------
2018-05-11 09:45:07,593 --------------------------------------
2018-05-11 09:45:07,593 Name is: layer2.3.conv3.weight
2018-05-11 09:45:07,593 Data is: min: -0.3042146861553192, max: 0.27335092425346375
2018-05-11 09:45:07,594 Grad is: min: -0.002030773786827922, max: 0.002568039344623685
2018-05-11 09:45:07,594 Target is: min: 0, max: 0
2018-05-11 09:45:07,594 --------------------------------------
2018-05-11 09:45:07,594 --------------------------------------
2018-05-11 09:45:07,594 Name is: layer2.3.bn3.weight
2018-05-11 09:45:07,594 Data is: min: 0.9988817572593689, max: 1.0009756088256836
2018-05-11 09:45:07,595 Grad is: min: -0.0009357440867461264, max: 0.0008120446582324803
2018-05-11 09:45:07,595 Target is: min: 0, max: 0
2018-05-11 09:45:07,595 --------------------------------------
2018-05-11 09:45:07,595 --------------------------------------
2018-05-11 09:45:07,595 Name is: layer2.3.bn3.bias
2018-05-11 09:45:07,595 Data is: min: -0.0009747278527356684, max: 0.0010248792823404074
2018-05-11 09:45:07,596 Grad is: min: -0.00047236226964741945, max: 0.0006393896182999015
2018-05-11 09:45:07,596 Target is: min: 0, max: 0
2018-05-11 09:45:07,596 --------------------------------------
2018-05-11 09:45:07,596 --------------------------------------
2018-05-11 09:45:07,596 Name is: layer3.0.conv1.weight
2018-05-11 09:45:07,596 Data is: min: -0.4044286608695984, max: 0.36356544494628906
2018-05-11 09:45:07,597 Grad is: min: -0.0014448028523474932, max: 0.0014540699776262045
2018-05-11 09:45:07,597 Target is: min: 0, max: 0
2018-05-11 09:45:07,597 --------------------------------------
2018-05-11 09:45:07,597 --------------------------------------
2018-05-11 09:45:07,597 Name is: layer3.0.bn1.weight
2018-05-11 09:45:07,597 Data is: min: 0.9990326762199402, max: 1.0010082721710205
2018-05-11 09:45:07,598 Grad is: min: -0.0014907571021467447, max: 0.0011008386500179768
2018-05-11 09:45:07,598 Target is: min: 0, max: 0
2018-05-11 09:45:07,598 --------------------------------------
2018-05-11 09:45:07,598 --------------------------------------
2018-05-11 09:45:07,598 Name is: layer3.0.bn1.bias
2018-05-11 09:45:07,598 Data is: min: -0.0009455250110477209, max: 0.0009718643268570304
2018-05-11 09:45:07,599 Grad is: min: -0.0014848995488137007, max: 0.0009693751344457269
2018-05-11 09:45:07,599 Target is: min: 0, max: 0
2018-05-11 09:45:07,599 --------------------------------------
2018-05-11 09:45:07,599 --------------------------------------
2018-05-11 09:45:07,599 Name is: layer3.0.conv2.weight
2018-05-11 09:45:07,600 Data is: min: -0.13885807991027832, max: 0.13815346360206604
2018-05-11 09:45:07,600 Grad is: min: -0.002300807973369956, max: 0.002022333675995469
2018-05-11 09:45:07,600 Target is: min: 0, max: 0
2018-05-11 09:45:07,600 --------------------------------------
2018-05-11 09:45:07,600 --------------------------------------
2018-05-11 09:45:07,600 Name is: layer3.0.bn2.weight
2018-05-11 09:45:07,601 Data is: min: 0.9991059899330139, max: 1.0009310245513916
2018-05-11 09:45:07,601 Grad is: min: -0.0012677982449531555, max: 0.0012773030903190374
2018-05-11 09:45:07,601 Target is: min: 0, max: 0
2018-05-11 09:45:07,601 --------------------------------------
2018-05-11 09:45:07,601 --------------------------------------
2018-05-11 09:45:07,601 Name is: layer3.0.bn2.bias
2018-05-11 09:45:07,602 Data is: min: -0.0009958018781617284, max: 0.0010492668952792883
2018-05-11 09:45:07,602 Grad is: min: -0.0010593319311738014, max: 0.0009818391408771276
2018-05-11 09:45:07,602 Target is: min: 0, max: 0
2018-05-11 09:45:07,602 --------------------------------------
2018-05-11 09:45:07,602 --------------------------------------
2018-05-11 09:45:07,602 Name is: layer3.0.conv3.weight
2018-05-11 09:45:07,603 Data is: min: -0.19291888177394867, max: 0.20158912241458893
2018-05-11 09:45:07,603 Grad is: min: -0.0015733680920675397, max: 0.001708025112748146
2018-05-11 09:45:07,603 Target is: min: 0, max: 0
2018-05-11 09:45:07,603 --------------------------------------
2018-05-11 09:45:07,603 --------------------------------------
2018-05-11 09:45:07,603 Name is: layer3.0.bn3.weight
2018-05-11 09:45:07,604 Data is: min: 0.9989790320396423, max: 1.0010645389556885
2018-05-11 09:45:07,604 Grad is: min: -0.0007494378951378167, max: 0.0005896211951039732
2018-05-11 09:45:07,604 Target is: min: 0, max: 0
2018-05-11 09:45:07,604 --------------------------------------
2018-05-11 09:45:07,604 --------------------------------------
2018-05-11 09:45:07,604 Name is: layer3.0.bn3.bias
2018-05-11 09:45:07,605 Data is: min: -0.0010216374648734927, max: 0.0011667234357446432
2018-05-11 09:45:07,605 Grad is: min: -0.0005646322388201952, max: 0.0004927968257106841
2018-05-11 09:45:07,605 Target is: min: 0, max: 0
2018-05-11 09:45:07,605 --------------------------------------
2018-05-11 09:45:07,605 --------------------------------------
2018-05-11 09:45:07,605 Name is: layer3.0.downsample.0.weight
2018-05-11 09:45:07,606 Data is: min: -0.20352882146835327, max: 0.19723273813724518
2018-05-11 09:45:07,606 Grad is: min: -0.001103877671994269, max: 0.0011856307974085212
2018-05-11 09:45:07,606 Target is: min: 0, max: 0
2018-05-11 09:45:07,606 --------------------------------------
2018-05-11 09:45:07,606 --------------------------------------
2018-05-11 09:45:07,606 Name is: layer3.0.downsample.1.weight
2018-05-11 09:45:07,607 Data is: min: 0.998967170715332, max: 1.001083493232727
2018-05-11 09:45:07,607 Grad is: min: -0.0006793414358980954, max: 0.0006816396489739418
2018-05-11 09:45:07,607 Target is: min: 0, max: 0
2018-05-11 09:45:07,607 --------------------------------------
2018-05-11 09:45:07,607 --------------------------------------
2018-05-11 09:45:07,607 Name is: layer3.0.downsample.1.bias
2018-05-11 09:45:07,608 Data is: min: -0.0010216374648734927, max: 0.0011667234357446432
2018-05-11 09:45:07,608 Grad is: min: -0.0005646322388201952, max: 0.0004927968257106841
2018-05-11 09:45:07,608 Target is: min: 0, max: 0
2018-05-11 09:45:07,608 --------------------------------------
2018-05-11 09:45:07,608 --------------------------------------
2018-05-11 09:45:07,608 Name is: layer3.1.conv1.weight
2018-05-11 09:45:07,609 Data is: min: -0.4531848430633545, max: 0.3760676980018616
2018-05-11 09:45:07,609 Grad is: min: -0.0007831897819414735, max: 0.0007816944853402674
2018-05-11 09:45:07,609 Target is: min: 0, max: 0
2018-05-11 09:45:07,609 --------------------------------------
2018-05-11 09:45:07,609 --------------------------------------
2018-05-11 09:45:07,609 Name is: layer3.1.bn1.weight
2018-05-11 09:45:07,610 Data is: min: 0.9989383220672607, max: 1.0009644031524658
2018-05-11 09:45:07,610 Grad is: min: -0.0017796562751755118, max: 0.0008469831082038581
2018-05-11 09:45:07,610 Target is: min: 0, max: 0
2018-05-11 09:45:07,610 --------------------------------------
2018-05-11 09:45:07,610 --------------------------------------
2018-05-11 09:45:07,610 Name is: layer3.1.bn1.bias
2018-05-11 09:45:07,610 Data is: min: -0.0009712314931675792, max: 0.001078529399819672
2018-05-11 09:45:07,611 Grad is: min: -0.0008829463040456176, max: 0.0012100223684683442
2018-05-11 09:45:07,611 Target is: min: 0, max: 0
2018-05-11 09:45:07,611 --------------------------------------
2018-05-11 09:45:07,611 --------------------------------------
2018-05-11 09:45:07,611 Name is: layer3.1.conv2.weight
2018-05-11 09:45:07,612 Data is: min: -0.13767766952514648, max: 0.13727694749832153
2018-05-11 09:45:07,612 Grad is: min: -0.001593144377693534, max: 0.0018398384563624859
2018-05-11 09:45:07,612 Target is: min: 0, max: 0
2018-05-11 09:45:07,612 --------------------------------------
2018-05-11 09:45:07,612 --------------------------------------
2018-05-11 09:45:07,612 Name is: layer3.1.bn2.weight
2018-05-11 09:45:07,613 Data is: min: 0.9990934729576111, max: 1.0010497570037842
2018-05-11 09:45:07,613 Grad is: min: -0.0010069464333355427, max: 0.0007645190926268697
2018-05-11 09:45:07,613 Target is: min: 0, max: 0
2018-05-11 09:45:07,613 --------------------------------------
2018-05-11 09:45:07,613 --------------------------------------
2018-05-11 09:45:07,613 Name is: layer3.1.bn2.bias
2018-05-11 09:45:07,614 Data is: min: -0.0009863205486908555, max: 0.0010655691148713231
2018-05-11 09:45:07,614 Grad is: min: -0.0008676927536725998, max: 0.0007862562779337168
2018-05-11 09:45:07,614 Target is: min: 0, max: 0
2018-05-11 09:45:07,614 --------------------------------------
2018-05-11 09:45:07,614 --------------------------------------
2018-05-11 09:45:07,614 Name is: layer3.1.conv3.weight
2018-05-11 09:45:07,614 Data is: min: -0.20948410034179688, max: 0.1965595930814743
2018-05-11 09:45:07,615 Grad is: min: -0.001147114671766758, max: 0.0010883299401029944
2018-05-11 09:45:07,615 Target is: min: 0, max: 0
2018-05-11 09:45:07,615 --------------------------------------
2018-05-11 09:45:07,615 --------------------------------------
2018-05-11 09:45:07,615 Name is: layer3.1.bn3.weight
2018-05-11 09:45:07,615 Data is: min: 0.9989285469055176, max: 1.0010952949523926
2018-05-11 09:45:07,616 Grad is: min: -0.0004790873790625483, max: 0.0004909415147267282
2018-05-11 09:45:07,616 Target is: min: 0, max: 0
2018-05-11 09:45:07,616 --------------------------------------
2018-05-11 09:45:07,616 --------------------------------------
2018-05-11 09:45:07,616 Name is: layer3.1.bn3.bias
2018-05-11 09:45:07,616 Data is: min: -0.0011590276844799519, max: 0.00111448485404253
2018-05-11 09:45:07,617 Grad is: min: -0.000358665973180905, max: 0.00031898560700938106
2018-05-11 09:45:07,617 Target is: min: 0, max: 0
2018-05-11 09:45:07,617 --------------------------------------
2018-05-11 09:45:07,617 --------------------------------------
2018-05-11 09:45:07,617 Name is: layer3.2.conv1.weight
2018-05-11 09:45:07,617 Data is: min: -0.39752769470214844, max: 0.43830475211143494
2018-05-11 09:45:07,618 Grad is: min: -0.0005487875896506011, max: 0.0007714565726928413
2018-05-11 09:45:07,618 Target is: min: 0, max: 0
2018-05-11 09:45:07,618 --------------------------------------
2018-05-11 09:45:07,618 --------------------------------------
2018-05-11 09:45:07,618 Name is: layer3.2.bn1.weight
2018-05-11 09:45:07,618 Data is: min: 0.9990119338035583, max: 1.0010493993759155
2018-05-11 09:45:07,619 Grad is: min: -0.0006761706317774951, max: 0.0008952944190241396
2018-05-11 09:45:07,619 Target is: min: 0, max: 0
2018-05-11 09:45:07,619 --------------------------------------
2018-05-11 09:45:07,619 --------------------------------------
2018-05-11 09:45:07,619 Name is: layer3.2.bn1.bias
2018-05-11 09:45:07,619 Data is: min: -0.0009806513553485274, max: 0.001047214725986123
2018-05-11 09:45:07,620 Grad is: min: -0.0007427501259371638, max: 0.0005699997418560088
2018-05-11 09:45:07,620 Target is: min: 0, max: 0
2018-05-11 09:45:07,620 --------------------------------------
2018-05-11 09:45:07,620 --------------------------------------
2018-05-11 09:45:07,620 Name is: layer3.2.conv2.weight
2018-05-11 09:45:07,620 Data is: min: -0.13972046971321106, max: 0.13398540019989014
2018-05-11 09:45:07,621 Grad is: min: -0.001161388587206602, max: 0.0010791112435981631
2018-05-11 09:45:07,621 Target is: min: 0, max: 0
2018-05-11 09:45:07,621 --------------------------------------
2018-05-11 09:45:07,621 --------------------------------------
2018-05-11 09:45:07,621 Name is: layer3.2.bn2.weight
2018-05-11 09:45:07,621 Data is: min: 0.9990456700325012, max: 1.0010440349578857
2018-05-11 09:45:07,622 Grad is: min: -0.0005691552651114762, max: 0.0007217714446596801
2018-05-11 09:45:07,622 Target is: min: 0, max: 0
2018-05-11 09:45:07,622 --------------------------------------
2018-05-11 09:45:07,622 --------------------------------------
2018-05-11 09:45:07,622 Name is: layer3.2.bn2.bias
2018-05-11 09:45:07,622 Data is: min: -0.0010784949408844113, max: 0.0010506011312827468
2018-05-11 09:45:07,623 Grad is: min: -0.0005347874248400331, max: 0.00050472526345402
2018-05-11 09:45:07,623 Target is: min: 0, max: 0
2018-05-11 09:45:07,623 --------------------------------------
2018-05-11 09:45:07,623 --------------------------------------
2018-05-11 09:45:07,623 Name is: layer3.2.conv3.weight
2018-05-11 09:45:07,623 Data is: min: -0.1986335664987564, max: 0.21722280979156494
2018-05-11 09:45:07,624 Grad is: min: -0.0009759559179656208, max: 0.0007937013288028538
2018-05-11 09:45:07,624 Target is: min: 0, max: 0
2018-05-11 09:45:07,624 --------------------------------------
2018-05-11 09:45:07,624 --------------------------------------
2018-05-11 09:45:07,624 Name is: layer3.2.bn3.weight
2018-05-11 09:45:07,624 Data is: min: 0.9989097714424133, max: 1.0011545419692993
2018-05-11 09:45:07,625 Grad is: min: -0.00039179055602289736, max: 0.00037134054582566023
2018-05-11 09:45:07,625 Target is: min: 0, max: 0
2018-05-11 09:45:07,625 --------------------------------------
2018-05-11 09:45:07,625 --------------------------------------
2018-05-11 09:45:07,625 Name is: layer3.2.bn3.bias
2018-05-11 09:45:07,625 Data is: min: -0.0010525198886170983, max: 0.001056301174685359
2018-05-11 09:45:07,626 Grad is: min: -0.0002333107404410839, max: 0.00020930453320033848
2018-05-11 09:45:07,626 Target is: min: 0, max: 0
2018-05-11 09:45:07,626 --------------------------------------
2018-05-11 09:45:07,626 --------------------------------------
2018-05-11 09:45:07,626 Name is: layer3.3.conv1.weight
2018-05-11 09:45:07,626 Data is: min: -0.37973329424858093, max: 0.41600537300109863
2018-05-11 09:45:07,627 Grad is: min: -0.00041716243140399456, max: 0.00046323481365107
2018-05-11 09:45:07,627 Target is: min: 0, max: 0
2018-05-11 09:45:07,627 --------------------------------------
2018-05-11 09:45:07,627 --------------------------------------
2018-05-11 09:45:07,627 Name is: layer3.3.bn1.weight
2018-05-11 09:45:07,627 Data is: min: 0.9990384578704834, max: 1.0010539293289185
2018-05-11 09:45:07,628 Grad is: min: -0.0005171257653273642, max: 0.0005040029063820839
2018-05-11 09:45:07,628 Target is: min: 0, max: 0
2018-05-11 09:45:07,628 --------------------------------------
2018-05-11 09:45:07,628 --------------------------------------
2018-05-11 09:45:07,628 Name is: layer3.3.bn1.bias
2018-05-11 09:45:07,628 Data is: min: -0.0009800613624975085, max: 0.0010621973779052496
2018-05-11 09:45:07,628 Grad is: min: -0.0005408134311437607, max: 0.000584542634896934
2018-05-11 09:45:07,629 Target is: min: 0, max: 0
2018-05-11 09:45:07,629 --------------------------------------
2018-05-11 09:45:07,629 --------------------------------------
2018-05-11 09:45:07,629 Name is: layer3.3.conv2.weight
2018-05-11 09:45:07,629 Data is: min: -0.13657347857952118, max: 0.1452503502368927
2018-05-11 09:45:07,630 Grad is: min: -0.000937233678996563, max: 0.0009501948952674866
2018-05-11 09:45:07,630 Target is: min: 0, max: 0
2018-05-11 09:45:07,630 --------------------------------------
2018-05-11 09:45:07,630 --------------------------------------
2018-05-11 09:45:07,630 Name is: layer3.3.bn2.weight
2018-05-11 09:45:07,630 Data is: min: 0.9989715218544006, max: 1.0010666847229004
2018-05-11 09:45:07,630 Grad is: min: -0.00047816146980039775, max: 0.0004952190211042762
2018-05-11 09:45:07,631 Target is: min: 0, max: 0
2018-05-11 09:45:07,631 --------------------------------------
2018-05-11 09:45:07,631 --------------------------------------
2018-05-11 09:45:07,631 Name is: layer3.3.bn2.bias
2018-05-11 09:45:07,631 Data is: min: -0.0010472176363691688, max: 0.0010941612999886274
2018-05-11 09:45:07,631 Grad is: min: -0.00047615644871257246, max: 0.0004600017855409533
2018-05-11 09:45:07,632 Target is: min: 0, max: 0
2018-05-11 09:45:07,632 --------------------------------------
2018-05-11 09:45:07,632 --------------------------------------
2018-05-11 09:45:07,632 Name is: layer3.3.conv3.weight
2018-05-11 09:45:07,632 Data is: min: -0.20275667309761047, max: 0.19382242858409882
2018-05-11 09:45:07,632 Grad is: min: -0.0006660150829702616, max: 0.0006447372725233436
2018-05-11 09:45:07,633 Target is: min: 0, max: 0
2018-05-11 09:45:07,633 --------------------------------------
2018-05-11 09:45:07,633 --------------------------------------
2018-05-11 09:45:07,633 Name is: layer3.3.bn3.weight
2018-05-11 09:45:07,633 Data is: min: 0.9989003539085388, max: 1.0011084079742432
2018-05-11 09:45:07,633 Grad is: min: -0.0003090419922955334, max: 0.0002551406214479357
2018-05-11 09:45:07,634 Target is: min: 0, max: 0
2018-05-11 09:45:07,634 --------------------------------------
2018-05-11 09:45:07,634 --------------------------------------
2018-05-11 09:45:07,634 Name is: layer3.3.bn3.bias
2018-05-11 09:45:07,634 Data is: min: -0.0010668635368347168, max: 0.001028942409902811
2018-05-11 09:45:07,634 Grad is: min: -0.00019699697440955788, max: 0.00018799121608026326
2018-05-11 09:45:07,634 Target is: min: 0, max: 0
2018-05-11 09:45:07,635 --------------------------------------
2018-05-11 09:45:07,635 --------------------------------------
2018-05-11 09:45:07,635 Name is: layer3.4.conv1.weight
2018-05-11 09:45:07,635 Data is: min: -0.38665351271629333, max: 0.3831413984298706
2018-05-11 09:45:07,635 Grad is: min: -0.00032505960552953184, max: 0.00040741381235420704
2018-05-11 09:45:07,636 Target is: min: 0, max: 0
2018-05-11 09:45:07,636 --------------------------------------
2018-05-11 09:45:07,636 --------------------------------------
2018-05-11 09:45:07,636 Name is: layer3.4.bn1.weight
2018-05-11 09:45:07,636 Data is: min: 0.998981237411499, max: 1.0010007619857788
2018-05-11 09:45:07,636 Grad is: min: -0.00042294265585951507, max: 0.0004126723506487906
2018-05-11 09:45:07,636 Target is: min: 0, max: 0
2018-05-11 09:45:07,637 --------------------------------------
2018-05-11 09:45:07,637 --------------------------------------
2018-05-11 09:45:07,637 Name is: layer3.4.bn1.bias
2018-05-11 09:45:07,637 Data is: min: -0.0009888550266623497, max: 0.0011174851097166538
2018-05-11 09:45:07,637 Grad is: min: -0.00045889170723967254, max: 0.00038956559728831053
2018-05-11 09:45:07,637 Target is: min: 0, max: 0
2018-05-11 09:45:07,638 --------------------------------------
2018-05-11 09:45:07,638 --------------------------------------
2018-05-11 09:45:07,638 Name is: layer3.4.conv2.weight
2018-05-11 09:45:07,638 Data is: min: -0.13077734410762787, max: 0.1513187289237976
2018-05-11 09:45:07,638 Grad is: min: -0.0007733354577794671, max: 0.000675368879456073
2018-05-11 09:45:07,639 Target is: min: 0, max: 0
2018-05-11 09:45:07,639 --------------------------------------
2018-05-11 09:45:07,639 --------------------------------------
2018-05-11 09:45:07,639 Name is: layer3.4.bn2.weight
2018-05-11 09:45:07,639 Data is: min: 0.9989677667617798, max: 1.0010607242584229
2018-05-11 09:45:07,639 Grad is: min: -0.0005771864089183509, max: 0.00040684061241336167
2018-05-11 09:45:07,639 Target is: min: 0, max: 0
2018-05-11 09:45:07,640 --------------------------------------
2018-05-11 09:45:07,640 --------------------------------------
2018-05-11 09:45:07,640 Name is: layer3.4.bn2.bias
2018-05-11 09:45:07,640 Data is: min: -0.000997132738120854, max: 0.0011073043569922447
2018-05-11 09:45:07,640 Grad is: min: -0.000380135141313076, max: 0.00031850431696511805
2018-05-11 09:45:07,640 Target is: min: 0, max: 0
2018-05-11 09:45:07,641 --------------------------------------
2018-05-11 09:45:07,641 --------------------------------------
2018-05-11 09:45:07,641 Name is: layer3.4.conv3.weight
2018-05-11 09:45:07,641 Data is: min: -0.20775265991687775, max: 0.20318163931369781
2018-05-11 09:45:07,641 Grad is: min: -0.0005480362451635301, max: 0.0005798451020382345
2018-05-11 09:45:07,641 Target is: min: 0, max: 0
2018-05-11 09:45:07,642 --------------------------------------
2018-05-11 09:45:07,642 --------------------------------------
2018-05-11 09:45:07,642 Name is: layer3.4.bn3.weight
2018-05-11 09:45:07,642 Data is: min: 0.9989092946052551, max: 1.001137614250183
2018-05-11 09:45:07,642 Grad is: min: -0.0002296537277288735, max: 0.00021944685431662947
2018-05-11 09:45:07,642 Target is: min: 0, max: 0
2018-05-11 09:45:07,642 --------------------------------------
2018-05-11 09:45:07,643 --------------------------------------
2018-05-11 09:45:07,643 Name is: layer3.4.bn3.bias
2018-05-11 09:45:07,643 Data is: min: -0.0011286489898338914, max: 0.0011185784824192524
2018-05-11 09:45:07,643 Grad is: min: -0.00014771570567972958, max: 0.00013937594485469162
2018-05-11 09:45:07,643 Target is: min: 0, max: 0
2018-05-11 09:45:07,643 --------------------------------------
2018-05-11 09:45:07,644 --------------------------------------
2018-05-11 09:45:07,644 Name is: layer3.5.conv1.weight
2018-05-11 09:45:07,644 Data is: min: -0.40381482243537903, max: 0.43504732847213745
2018-05-11 09:45:07,644 Grad is: min: -0.00028022084734402597, max: 0.00032556583755649626
2018-05-11 09:45:07,644 Target is: min: 0, max: 0
2018-05-11 09:45:07,644 --------------------------------------
2018-05-11 09:45:07,645 --------------------------------------
2018-05-11 09:45:07,645 Name is: layer3.5.bn1.weight
2018-05-11 09:45:07,645 Data is: min: 0.9989383816719055, max: 1.001084804534912
2018-05-11 09:45:07,645 Grad is: min: -0.0004355714190751314, max: 0.00034805902396328747
2018-05-11 09:45:07,645 Target is: min: 0, max: 0
2018-05-11 09:45:07,645 --------------------------------------
2018-05-11 09:45:07,646 --------------------------------------
2018-05-11 09:45:07,646 Name is: layer3.5.bn1.bias
2018-05-11 09:45:07,646 Data is: min: -0.001054662512615323, max: 0.0010254021035507321
2018-05-11 09:45:07,646 Grad is: min: -0.0003184976812917739, max: 0.00032550038304179907
2018-05-11 09:45:07,646 Target is: min: 0, max: 0
2018-05-11 09:45:07,646 --------------------------------------
2018-05-11 09:45:07,646 --------------------------------------
2018-05-11 09:45:07,647 Name is: layer3.5.conv2.weight
2018-05-11 09:45:07,647 Data is: min: -0.1391480714082718, max: 0.14114829897880554
2018-05-11 09:45:07,647 Grad is: min: -0.0006231224979273975, max: 0.0006165327504277229
2018-05-11 09:45:07,647 Target is: min: 0, max: 0
2018-05-11 09:45:07,647 --------------------------------------
2018-05-11 09:45:07,648 --------------------------------------
2018-05-11 09:45:07,648 Name is: layer3.5.bn2.weight
2018-05-11 09:45:07,648 Data is: min: 0.9990136623382568, max: 1.001155972480774
2018-05-11 09:45:07,648 Grad is: min: -0.00043281540274620056, max: 0.00038521175156347454
2018-05-11 09:45:07,648 Target is: min: 0, max: 0
2018-05-11 09:45:07,648 --------------------------------------
2018-05-11 09:45:07,649 --------------------------------------
2018-05-11 09:45:07,649 Name is: layer3.5.bn2.bias
2018-05-11 09:45:07,649 Data is: min: -0.0009752826881594956, max: 0.0011863536201417446
2018-05-11 09:45:07,649 Grad is: min: -0.0003574355214368552, max: 0.00026092183543369174
2018-05-11 09:45:07,649 Target is: min: 0, max: 0
2018-05-11 09:45:07,649 --------------------------------------
2018-05-11 09:45:07,649 --------------------------------------
2018-05-11 09:45:07,650 Name is: layer3.5.conv3.weight
2018-05-11 09:45:07,650 Data is: min: -0.20545536279678345, max: 0.2008887529373169
2018-05-11 09:45:07,650 Grad is: min: -0.0005438587395474315, max: 0.0004406459047459066
2018-05-11 09:45:07,650 Target is: min: 0, max: 0
2018-05-11 09:45:07,650 --------------------------------------
2018-05-11 09:45:07,650 --------------------------------------
2018-05-11 09:45:07,651 Name is: layer3.5.bn3.weight
2018-05-11 09:45:07,651 Data is: min: 0.9988431930541992, max: 1.0010859966278076
2018-05-11 09:45:07,651 Grad is: min: -0.0001614335778867826, max: 0.00018857581017073244
2018-05-11 09:45:07,651 Target is: min: 0, max: 0
2018-05-11 09:45:07,651 --------------------------------------
2018-05-11 09:45:07,651 --------------------------------------
2018-05-11 09:45:07,652 Name is: layer3.5.bn3.bias
2018-05-11 09:45:07,652 Data is: min: -0.0011511693010106683, max: 0.0011342659126967192
2018-05-11 09:45:07,652 Grad is: min: -0.0001019207265926525, max: 0.00010117651982000098
2018-05-11 09:45:07,652 Target is: min: 0, max: 0
2018-05-11 09:45:07,652 --------------------------------------
2018-05-11 09:45:07,652 --------------------------------------
2018-05-11 09:45:07,652 Name is: layer4.0.conv1.weight
2018-05-11 09:45:07,653 Data is: min: -0.27697187662124634, max: 0.27978289127349854
2018-05-11 09:45:07,653 Grad is: min: -0.00040779425762593746, max: 0.00035045878030359745
2018-05-11 09:45:07,653 Target is: min: 0, max: 0
2018-05-11 09:45:07,653 --------------------------------------
2018-05-11 09:45:07,653 --------------------------------------
2018-05-11 09:45:07,654 Name is: layer4.0.bn1.weight
2018-05-11 09:45:07,654 Data is: min: 0.9988292455673218, max: 1.0010887384414673
2018-05-11 09:45:07,654 Grad is: min: -0.00032926409039646387, max: 0.0003060927556362003
2018-05-11 09:45:07,654 Target is: min: 0, max: 0
2018-05-11 09:45:07,654 --------------------------------------
2018-05-11 09:45:07,654 --------------------------------------
2018-05-11 09:45:07,655 Name is: layer4.0.bn1.bias
2018-05-11 09:45:07,655 Data is: min: -0.001068056095391512, max: 0.0012248000130057335
2018-05-11 09:45:07,655 Grad is: min: -0.0002688746608328074, max: 0.0001971679157577455
2018-05-11 09:45:07,655 Target is: min: 0, max: 0
2018-05-11 09:45:07,655 --------------------------------------
2018-05-11 09:45:07,655 --------------------------------------
2018-05-11 09:45:07,655 Name is: layer4.0.conv2.weight
2018-05-11 09:45:07,656 Data is: min: -0.10466339439153671, max: 0.10679634660482407
2018-05-11 09:45:07,656 Grad is: min: -0.0007191436598077416, max: 0.0005444246926344931
2018-05-11 09:45:07,656 Target is: min: 0, max: 0
2018-05-11 09:45:07,657 --------------------------------------
2018-05-11 09:45:07,657 --------------------------------------
2018-05-11 09:45:07,657 Name is: layer4.0.bn2.weight
2018-05-11 09:45:07,657 Data is: min: 0.9988599419593811, max: 1.001177191734314
2018-05-11 09:45:07,657 Grad is: min: -0.000380470126401633, max: 0.0003104298666585237
2018-05-11 09:45:07,657 Target is: min: 0, max: 0
2018-05-11 09:45:07,658 --------------------------------------
2018-05-11 09:45:07,658 --------------------------------------
2018-05-11 09:45:07,658 Name is: layer4.0.bn2.bias
2018-05-11 09:45:07,658 Data is: min: -0.0011985145974904299, max: 0.0012091685784980655
2018-05-11 09:45:07,658 Grad is: min: -0.00033857993548735976, max: 0.00022831045498605818
2018-05-11 09:45:07,658 Target is: min: 0, max: 0
2018-05-11 09:45:07,658 --------------------------------------
2018-05-11 09:45:07,659 --------------------------------------
2018-05-11 09:45:07,659 Name is: layer4.0.conv3.weight
2018-05-11 09:45:07,659 Data is: min: -0.15782131254673004, max: 0.15749609470367432
2018-05-11 09:45:07,659 Grad is: min: -0.0005605319165624678, max: 0.0005392040475271642
2018-05-11 09:45:07,660 Target is: min: 0, max: 0
2018-05-11 09:45:07,660 --------------------------------------
2018-05-11 09:45:07,660 --------------------------------------
2018-05-11 09:45:07,660 Name is: layer4.0.bn3.weight
2018-05-11 09:45:07,660 Data is: min: 0.9987738132476807, max: 1.0012584924697876
2018-05-11 09:45:07,660 Grad is: min: -0.0006113842246122658, max: 0.00038299363222904503
2018-05-11 09:45:07,661 Target is: min: 0, max: 0
2018-05-11 09:45:07,661 --------------------------------------
2018-05-11 09:45:07,661 --------------------------------------
2018-05-11 09:45:07,661 Name is: layer4.0.bn3.bias
2018-05-11 09:45:07,661 Data is: min: -0.0012151971459388733, max: 0.0012451104121282697
2018-05-11 09:45:07,661 Grad is: min: -0.0008200007141567767, max: 0.0005570077337324619
2018-05-11 09:45:07,661 Target is: min: 0, max: 0
2018-05-11 09:45:07,662 --------------------------------------
2018-05-11 09:45:07,662 --------------------------------------
2018-05-11 09:45:07,662 Name is: layer4.0.downsample.0.weight
2018-05-11 09:45:07,662 Data is: min: -0.15024518966674805, max: 0.17904652655124664
2018-05-11 09:45:07,663 Grad is: min: -0.0004114994953852147, max: 0.00048003060510382056
2018-05-11 09:45:07,663 Target is: min: 0, max: 0
2018-05-11 09:45:07,663 --------------------------------------
2018-05-11 09:45:07,663 --------------------------------------
2018-05-11 09:45:07,663 Name is: layer4.0.downsample.1.weight
2018-05-11 09:45:07,663 Data is: min: 0.9987805485725403, max: 1.0012532472610474
2018-05-11 09:45:07,664 Grad is: min: -0.0005761434440501034, max: 0.00043794556404463947
2018-05-11 09:45:07,664 Target is: min: 0, max: 0
2018-05-11 09:45:07,664 --------------------------------------
2018-05-11 09:45:07,664 --------------------------------------
2018-05-11 09:45:07,664 Name is: layer4.0.downsample.1.bias
2018-05-11 09:45:07,664 Data is: min: -0.0012151971459388733, max: 0.0012451104121282697
2018-05-11 09:45:07,664 Grad is: min: -0.0008200007141567767, max: 0.0005570077337324619
2018-05-11 09:45:07,665 Target is: min: 0, max: 0
2018-05-11 09:45:07,665 --------------------------------------
2018-05-11 09:45:07,665 --------------------------------------
2018-05-11 09:45:07,665 Name is: layer4.1.conv1.weight
2018-05-11 09:45:07,665 Data is: min: -0.3067816197872162, max: 0.30333736538887024
2018-05-11 09:45:07,666 Grad is: min: -0.00021411779744084924, max: 0.00020751380361616611
2018-05-11 09:45:07,666 Target is: min: 0, max: 0
2018-05-11 09:45:07,666 --------------------------------------
2018-05-11 09:45:07,666 --------------------------------------
2018-05-11 09:45:07,666 Name is: layer4.1.bn1.weight
2018-05-11 09:45:07,666 Data is: min: 0.9988731741905212, max: 1.0011026859283447
2018-05-11 09:45:07,667 Grad is: min: -0.00020565926388371736, max: 0.00022691664344165474
2018-05-11 09:45:07,667 Target is: min: 0, max: 0
2018-05-11 09:45:07,667 --------------------------------------
2018-05-11 09:45:07,667 --------------------------------------
2018-05-11 09:45:07,667 Name is: layer4.1.bn1.bias
2018-05-11 09:45:07,670 Data is: min: -0.0010983988177031279, max: 0.0011711312690749764
2018-05-11 09:45:07,671 Grad is: min: -0.00024361345276702195, max: 0.00028792215744033456
2018-05-11 09:45:07,671 Target is: min: 0, max: 0
2018-05-11 09:45:07,671 --------------------------------------
2018-05-11 09:45:07,671 --------------------------------------
2018-05-11 09:45:07,671 Name is: layer4.1.conv2.weight
2018-05-11 09:45:07,671 Data is: min: -0.10306329280138016, max: 0.10984022170305252
2018-05-11 09:45:07,672 Grad is: min: -0.0005967451725155115, max: 0.0005422519170679152
2018-05-11 09:45:07,672 Target is: min: 0, max: 0
2018-05-11 09:45:07,672 --------------------------------------
2018-05-11 09:45:07,672 --------------------------------------
2018-05-11 09:45:07,672 Name is: layer4.1.bn2.weight
2018-05-11 09:45:07,673 Data is: min: 0.9988039135932922, max: 1.001196265220642
2018-05-11 09:45:07,673 Grad is: min: -0.00029703573090955615, max: 0.00025957656907849014
2018-05-11 09:45:07,673 Target is: min: 0, max: 0
2018-05-11 09:45:07,673 --------------------------------------
2018-05-11 09:45:07,673 --------------------------------------
2018-05-11 09:45:07,673 Name is: layer4.1.bn2.bias
2018-05-11 09:45:07,674 Data is: min: -0.0011906077852472663, max: 0.0012121935142204165
2018-05-11 09:45:07,674 Grad is: min: -0.00027475596289150417, max: 0.00016602184041403234
2018-05-11 09:45:07,674 Target is: min: 0, max: 0
2018-05-11 09:45:07,674 --------------------------------------
2018-05-11 09:45:07,674 --------------------------------------
2018-05-11 09:45:07,674 Name is: layer4.1.conv3.weight
2018-05-11 09:45:07,675 Data is: min: -0.15329977869987488, max: 0.15461257100105286
2018-05-11 09:45:07,675 Grad is: min: -0.0005889146705158055, max: 0.0005305990925990045
2018-05-11 09:45:07,675 Target is: min: 0, max: 0
2018-05-11 09:45:07,675 --------------------------------------
2018-05-11 09:45:07,675 --------------------------------------
2018-05-11 09:45:07,675 Name is: layer4.1.bn3.weight
2018-05-11 09:45:07,676 Data is: min: 0.9987760186195374, max: 1.0012397766113281
2018-05-11 09:45:07,676 Grad is: min: -0.0006768847815692425, max: 0.0004479135386645794
2018-05-11 09:45:07,677 Target is: min: 0, max: 0
2018-05-11 09:45:07,677 --------------------------------------
2018-05-11 09:45:07,677 --------------------------------------
2018-05-11 09:45:07,677 Name is: layer4.1.bn3.bias
2018-05-11 09:45:07,678 Data is: min: -0.0012096365680918097, max: 0.0012565192300826311
2018-05-11 09:45:07,678 Grad is: min: -0.001064217183738947, max: 0.0008138022385537624
2018-05-11 09:45:07,679 Target is: min: 0, max: 0
2018-05-11 09:45:07,679 --------------------------------------
2018-05-11 09:45:07,679 --------------------------------------
2018-05-11 09:45:07,679 Name is: layer4.2.conv1.weight
2018-05-11 09:45:07,680 Data is: min: -0.3049209415912628, max: 0.3205389678478241
2018-05-11 09:45:07,680 Grad is: min: -0.00016063603106886148, max: 0.00016017549205571413
2018-05-11 09:45:07,681 Target is: min: 0, max: 0
2018-05-11 09:45:07,681 --------------------------------------
2018-05-11 09:45:07,681 --------------------------------------
2018-05-11 09:45:07,681 Name is: layer4.2.bn1.weight
2018-05-11 09:45:07,682 Data is: min: 0.9988393187522888, max: 1.0011554956436157
2018-05-11 09:45:07,682 Grad is: min: -0.00016484946536365896, max: 0.000165478209964931
2018-05-11 09:45:07,682 Target is: min: 0, max: 0
2018-05-11 09:45:07,682 --------------------------------------
2018-05-11 09:45:07,683 --------------------------------------
2018-05-11 09:45:07,683 Name is: layer4.2.bn1.bias
2018-05-11 09:45:07,683 Data is: min: -0.0011128572514280677, max: 0.001198578393086791
2018-05-11 09:45:07,684 Grad is: min: -0.0002154385729227215, max: 0.0001407157105859369
2018-05-11 09:45:07,684 Target is: min: 0, max: 0
2018-05-11 09:45:07,684 --------------------------------------
2018-05-11 09:45:07,685 --------------------------------------
2018-05-11 09:45:07,685 Name is: layer4.2.conv2.weight
2018-05-11 09:45:07,686 Data is: min: -0.10743100196123123, max: 0.1031491607427597
2018-05-11 09:45:07,686 Grad is: min: -0.0003746007278095931, max: 0.0004018775653094053
2018-05-11 09:45:07,686 Target is: min: 0, max: 0
2018-05-11 09:45:07,687 --------------------------------------
2018-05-11 09:45:07,687 --------------------------------------
2018-05-11 09:45:07,687 Name is: layer4.2.bn2.weight
2018-05-11 09:45:07,687 Data is: min: 0.9987938404083252, max: 1.0012280941009521
2018-05-11 09:45:07,687 Grad is: min: -0.0002833055623341352, max: 0.00022007909137755632
2018-05-11 09:45:07,688 Target is: min: 0, max: 0
2018-05-11 09:45:07,688 --------------------------------------
2018-05-11 09:45:07,688 --------------------------------------
2018-05-11 09:45:07,688 Name is: layer4.2.bn2.bias
2018-05-11 09:45:07,689 Data is: min: -0.0011939238756895065, max: 0.0012134003918617964
2018-05-11 09:45:07,689 Grad is: min: -0.0002160283038392663, max: 0.00013312199735082686
2018-05-11 09:45:07,689 Target is: min: 0, max: 0
2018-05-11 09:45:07,689 --------------------------------------
2018-05-11 09:45:07,690 --------------------------------------
2018-05-11 09:45:07,690 Name is: layer4.2.conv3.weight
2018-05-11 09:45:07,691 Data is: min: -0.16155287623405457, max: 0.15574143826961517
2018-05-11 09:45:07,691 Grad is: min: -0.00041112705366685987, max: 0.00045133091043680906
2018-05-11 09:45:07,691 Target is: min: 0, max: 0
2018-05-11 09:45:07,691 --------------------------------------
2018-05-11 09:45:07,692 --------------------------------------
2018-05-11 09:45:07,692 Name is: layer4.2.bn3.weight
2018-05-11 09:45:07,692 Data is: min: 0.9988028407096863, max: 1.0012723207473755
2018-05-11 09:45:07,693 Grad is: min: -0.0006391611532308161, max: 0.00037083833012729883
2018-05-11 09:45:07,693 Target is: min: 0, max: 0
2018-05-11 09:45:07,693 --------------------------------------
2018-05-11 09:45:07,693 --------------------------------------
2018-05-11 09:45:07,693 Name is: layer4.2.bn3.bias
2018-05-11 09:45:07,694 Data is: min: -0.0012058238498866558, max: 0.0012638354673981667
2018-05-11 09:45:07,694 Grad is: min: -0.0012715664925053716, max: 0.0011298430617898703
2018-05-11 09:45:07,695 Target is: min: 0, max: 0
2018-05-11 09:45:07,695 --------------------------------------
2018-05-11 09:45:07,695 --------------------------------------
2018-05-11 09:45:07,695 Name is: fc.weight
2018-05-11 09:45:07,696 Data is: min: -0.023316752165555954, max: 0.023298515006899834
2018-05-11 09:45:07,696 Grad is: min: -0.09595794975757599, max: 0.0018568589584901929
2018-05-11 09:45:07,696 Target is: min: 0, max: 0
2018-05-11 09:45:07,696 --------------------------------------
2018-05-11 09:45:07,696 --------------------------------------
2018-05-11 09:45:07,697 Name is: fc.bias
2018-05-11 09:45:07,697 Data is: min: -0.022500382736325264, max: 0.020835481584072113
2018-05-11 09:45:07,697 Grad is: min: -0.06649500131607056, max: 0.0012440356658771634
2018-05-11 09:45:07,698 Target is: min: 0, max: 0
2018-05-11 09:45:07,698 --------------------------------------
2018-05-11 09:45:07,698 -- RUNNING_LOSS: 0.0688243955373764
2018-05-11 09:45:07,698 -- ITERATION: 13
2018-05-11 09:45:07,768 --------------------------------------
2018-05-11 09:45:07,768 Name is: conv1.weight
2018-05-11 09:45:07,769 Data is: min: -0.10916399210691452, max: 0.09902525693178177
2018-05-11 09:45:07,769 Grad is: min: -0.26855579018592834, max: 0.26656240224838257
2018-05-11 09:45:07,769 Target is: min: 0, max: 0
2018-05-11 09:45:07,769 --------------------------------------
2018-05-11 09:45:07,769 --------------------------------------
2018-05-11 09:45:07,769 Name is: bn1.weight
2018-05-11 09:45:07,770 Data is: min: 0.9993137121200562, max: 1.0006707906723022
2018-05-11 09:45:07,770 Grad is: min: -0.02320081740617752, max: 0.025527505204081535
2018-05-11 09:45:07,770 Target is: min: 0, max: 0
2018-05-11 09:45:07,770 --------------------------------------
2018-05-11 09:45:07,770 --------------------------------------
2018-05-11 09:45:07,770 Name is: bn1.bias
2018-05-11 09:45:07,771 Data is: min: -0.0006610744749195874, max: 0.0007401477196253836
2018-05-11 09:45:07,771 Grad is: min: -0.011997103691101074, max: 0.020737826824188232
2018-05-11 09:45:07,771 Target is: min: 0, max: 0
2018-05-11 09:45:07,771 --------------------------------------
2018-05-11 09:45:07,771 --------------------------------------
2018-05-11 09:45:07,771 Name is: layer1.0.conv1.weight
2018-05-11 09:45:07,772 Data is: min: -0.6506139039993286, max: 0.5569660663604736
2018-05-11 09:45:07,772 Grad is: min: -0.035917866975069046, max: 0.03101051039993763
2018-05-11 09:45:07,772 Target is: min: 0, max: 0
2018-05-11 09:45:07,772 --------------------------------------
2018-05-11 09:45:07,772 --------------------------------------
2018-05-11 09:45:07,772 Name is: layer1.0.bn1.weight
2018-05-11 09:45:07,773 Data is: min: 0.9991394877433777, max: 1.0008894205093384
2018-05-11 09:45:07,773 Grad is: min: -0.016556883230805397, max: 0.018530813977122307
2018-05-11 09:45:07,773 Target is: min: 0, max: 0
2018-05-11 09:45:07,773 --------------------------------------
2018-05-11 09:45:07,773 --------------------------------------
2018-05-11 09:45:07,773 Name is: layer1.0.bn1.bias
2018-05-11 09:45:07,774 Data is: min: -0.0008848388679325581, max: 0.0007001667399890721
2018-05-11 09:45:07,774 Grad is: min: -0.016146179288625717, max: 0.014646906405687332
2018-05-11 09:45:07,774 Target is: min: 0, max: 0
2018-05-11 09:45:07,774 --------------------------------------
2018-05-11 09:45:07,774 --------------------------------------
2018-05-11 09:45:07,774 Name is: layer1.0.conv2.weight
2018-05-11 09:45:07,775 Data is: min: -0.23838312923908234, max: 0.2165730595588684
2018-05-11 09:45:07,775 Grad is: min: -0.023051174357533455, max: 0.024649444967508316
2018-05-11 09:45:07,775 Target is: min: 0, max: 0
2018-05-11 09:45:07,775 --------------------------------------
2018-05-11 09:45:07,775 --------------------------------------
2018-05-11 09:45:07,775 Name is: layer1.0.bn2.weight
2018-05-11 09:45:07,776 Data is: min: 0.9991530179977417, max: 1.00091552734375
2018-05-11 09:45:07,776 Grad is: min: -0.00855238363146782, max: 0.011416252702474594
2018-05-11 09:45:07,776 Target is: min: 0, max: 0
2018-05-11 09:45:07,776 --------------------------------------
2018-05-11 09:45:07,776 --------------------------------------
2018-05-11 09:45:07,776 Name is: layer1.0.bn2.bias
2018-05-11 09:45:07,777 Data is: min: -0.0008843138930387795, max: 0.0008576769032515585
2018-05-11 09:45:07,777 Grad is: min: -0.010062312707304955, max: 0.010353663004934788
2018-05-11 09:45:07,777 Target is: min: 0, max: 0
2018-05-11 09:45:07,777 --------------------------------------
2018-05-11 09:45:07,777 --------------------------------------
2018-05-11 09:45:07,777 Name is: layer1.0.conv3.weight
2018-05-11 09:45:07,777 Data is: min: -0.3405771255493164, max: 0.3544676601886749
2018-05-11 09:45:07,778 Grad is: min: -0.020345283672213554, max: 0.021204104647040367
2018-05-11 09:45:07,778 Target is: min: 0, max: 0
2018-05-11 09:45:07,778 --------------------------------------
2018-05-11 09:45:07,778 --------------------------------------
2018-05-11 09:45:07,778 Name is: layer1.0.bn3.weight
2018-05-11 09:45:07,778 Data is: min: 0.9989204406738281, max: 1.0010323524475098
2018-05-11 09:45:07,779 Grad is: min: -0.006363532971590757, max: 0.007023502141237259
2018-05-11 09:45:07,779 Target is: min: 0, max: 0
2018-05-11 09:45:07,779 --------------------------------------
2018-05-11 09:45:07,779 --------------------------------------
2018-05-11 09:45:07,779 Name is: layer1.0.bn3.bias
2018-05-11 09:45:07,779 Data is: min: -0.0010020909830927849, max: 0.0009035126422531903
2018-05-11 09:45:07,780 Grad is: min: -0.004415987990796566, max: 0.006926792208105326
2018-05-11 09:45:07,780 Target is: min: 0, max: 0
2018-05-11 09:45:07,780 --------------------------------------
2018-05-11 09:45:07,780 --------------------------------------
2018-05-11 09:45:07,780 Name is: layer1.0.downsample.0.weight
2018-05-11 09:45:07,780 Data is: min: -0.3623923063278198, max: 0.3522176444530487
2018-05-11 09:45:07,781 Grad is: min: -0.0217305738478899, max: 0.023350771516561508
2018-05-11 09:45:07,781 Target is: min: 0, max: 0
2018-05-11 09:45:07,781 --------------------------------------
2018-05-11 09:45:07,781 --------------------------------------
2018-05-11 09:45:07,781 Name is: layer1.0.downsample.1.weight
2018-05-11 09:45:07,781 Data is: min: 0.9991292357444763, max: 1.0009524822235107
2018-05-11 09:45:07,782 Grad is: min: -0.006974733900278807, max: 0.00883183628320694
2018-05-11 09:45:07,782 Target is: min: 0, max: 0
2018-05-11 09:45:07,782 --------------------------------------
2018-05-11 09:45:07,782 --------------------------------------
2018-05-11 09:45:07,782 Name is: layer1.0.downsample.1.bias
2018-05-11 09:45:07,782 Data is: min: -0.0010020909830927849, max: 0.0009035126422531903
2018-05-11 09:45:07,783 Grad is: min: -0.004415987990796566, max: 0.006926792208105326
2018-05-11 09:45:07,783 Target is: min: 0, max: 0
2018-05-11 09:45:07,783 --------------------------------------
2018-05-11 09:45:07,783 --------------------------------------
2018-05-11 09:45:07,783 Name is: layer1.1.conv1.weight
2018-05-11 09:45:07,783 Data is: min: -0.7393745183944702, max: 0.6868765354156494
2018-05-11 09:45:07,784 Grad is: min: -0.010230744257569313, max: 0.011667872779071331
2018-05-11 09:45:07,784 Target is: min: 0, max: 0
2018-05-11 09:45:07,784 --------------------------------------
2018-05-11 09:45:07,784 --------------------------------------
2018-05-11 09:45:07,784 Name is: layer1.1.bn1.weight
2018-05-11 09:45:07,784 Data is: min: 0.9990896582603455, max: 1.0009441375732422
2018-05-11 09:45:07,785 Grad is: min: -0.006930309347808361, max: 0.012585309334099293
2018-05-11 09:45:07,785 Target is: min: 0, max: 0
2018-05-11 09:45:07,785 --------------------------------------
2018-05-11 09:45:07,785 --------------------------------------
2018-05-11 09:45:07,785 Name is: layer1.1.bn1.bias
2018-05-11 09:45:07,785 Data is: min: -0.000905001419596374, max: 0.0008813657914288342
2018-05-11 09:45:07,785 Grad is: min: -0.006181118078529835, max: 0.01084013469517231
2018-05-11 09:45:07,786 Target is: min: 0, max: 0
2018-05-11 09:45:07,786 --------------------------------------
2018-05-11 09:45:07,786 --------------------------------------
2018-05-11 09:45:07,786 Name is: layer1.1.conv2.weight
2018-05-11 09:45:07,786 Data is: min: -0.26028478145599365, max: 0.22575333714485168
2018-05-11 09:45:07,786 Grad is: min: -0.014578097499907017, max: 0.014934226870536804
2018-05-11 09:45:07,787 Target is: min: 0, max: 0
2018-05-11 09:45:07,787 --------------------------------------
2018-05-11 09:45:07,787 --------------------------------------
2018-05-11 09:45:07,787 Name is: layer1.1.bn2.weight
2018-05-11 09:45:07,787 Data is: min: 0.9989880323410034, max: 1.0008442401885986
2018-05-11 09:45:07,787 Grad is: min: -0.011181640438735485, max: 0.007238800171762705
2018-05-11 09:45:07,788 Target is: min: 0, max: 0
2018-05-11 09:45:07,788 --------------------------------------
2018-05-11 09:45:07,788 --------------------------------------
2018-05-11 09:45:07,788 Name is: layer1.1.bn2.bias
2018-05-11 09:45:07,788 Data is: min: -0.0008205376798287034, max: 0.0008289151010103524
2018-05-11 09:45:07,788 Grad is: min: -0.005837860517203808, max: 0.0058773839846253395
2018-05-11 09:45:07,788 Target is: min: 0, max: 0
2018-05-11 09:45:07,789 --------------------------------------
2018-05-11 09:45:07,789 --------------------------------------
2018-05-11 09:45:07,789 Name is: layer1.1.conv3.weight
2018-05-11 09:45:07,789 Data is: min: -0.3715878129005432, max: 0.36551132798194885
2018-05-11 09:45:07,789 Grad is: min: -0.013664698228240013, max: 0.013704872690141201
2018-05-11 09:45:07,789 Target is: min: 0, max: 0
2018-05-11 09:45:07,790 --------------------------------------
2018-05-11 09:45:07,790 --------------------------------------
2018-05-11 09:45:07,790 Name is: layer1.1.bn3.weight
2018-05-11 09:45:07,790 Data is: min: 0.9989295601844788, max: 1.0009456872940063
2018-05-11 09:45:07,790 Grad is: min: -0.00474165054038167, max: 0.0035285449121147394
2018-05-11 09:45:07,790 Target is: min: 0, max: 0
2018-05-11 09:45:07,791 --------------------------------------
2018-05-11 09:45:07,791 --------------------------------------
2018-05-11 09:45:07,791 Name is: layer1.1.bn3.bias
2018-05-11 09:45:07,791 Data is: min: -0.0010496849426999688, max: 0.0010356925195083022
2018-05-11 09:45:07,791 Grad is: min: -0.0036025517620146275, max: 0.0028588424902409315
2018-05-11 09:45:07,791 Target is: min: 0, max: 0
2018-05-11 09:45:07,791 --------------------------------------
2018-05-11 09:45:07,792 --------------------------------------
2018-05-11 09:45:07,792 Name is: layer1.2.conv1.weight
2018-05-11 09:45:07,792 Data is: min: -0.7300203442573547, max: 0.782439112663269
2018-05-11 09:45:07,792 Grad is: min: -0.0071408795192837715, max: 0.007061421871185303
2018-05-11 09:45:07,792 Target is: min: 0, max: 0
2018-05-11 09:45:07,792 --------------------------------------
2018-05-11 09:45:07,793 --------------------------------------
2018-05-11 09:45:07,793 Name is: layer1.2.bn1.weight
2018-05-11 09:45:07,793 Data is: min: 0.998927652835846, max: 1.0007771253585815
2018-05-11 09:45:07,793 Grad is: min: -0.00830006692558527, max: 0.008181027136743069
2018-05-11 09:45:07,793 Target is: min: 0, max: 0
2018-05-11 09:45:07,793 --------------------------------------
2018-05-11 09:45:07,794 --------------------------------------
2018-05-11 09:45:07,794 Name is: layer1.2.bn1.bias
2018-05-11 09:45:07,794 Data is: min: -0.0007888216059654951, max: 0.0007463590591214597
2018-05-11 09:45:07,794 Grad is: min: -0.007416685111820698, max: 0.006195177789777517
2018-05-11 09:45:07,794 Target is: min: 0, max: 0
2018-05-11 09:45:07,794 --------------------------------------
2018-05-11 09:45:07,794 --------------------------------------
2018-05-11 09:45:07,795 Name is: layer1.2.conv2.weight
2018-05-11 09:45:07,795 Data is: min: -0.240259051322937, max: 0.22534659504890442
2018-05-11 09:45:07,795 Grad is: min: -0.008947317488491535, max: 0.00880251731723547
2018-05-11 09:45:07,795 Target is: min: 0, max: 0
2018-05-11 09:45:07,795 --------------------------------------
2018-05-11 09:45:07,795 --------------------------------------
2018-05-11 09:45:07,796 Name is: layer1.2.bn2.weight
2018-05-11 09:45:07,796 Data is: min: 0.9991541504859924, max: 1.0009373426437378
2018-05-11 09:45:07,796 Grad is: min: -0.006128985900431871, max: 0.006521540228277445
2018-05-11 09:45:07,796 Target is: min: 0, max: 0
2018-05-11 09:45:07,796 --------------------------------------
2018-05-11 09:45:07,796 --------------------------------------
2018-05-11 09:45:07,797 Name is: layer1.2.bn2.bias
2018-05-11 09:45:07,797 Data is: min: -0.0007830435060895979, max: 0.0007487998809665442
2018-05-11 09:45:07,797 Grad is: min: -0.0029437378980219364, max: 0.005781188141554594
2018-05-11 09:45:07,797 Target is: min: 0, max: 0
2018-05-11 09:45:07,797 --------------------------------------
2018-05-11 09:45:07,797 --------------------------------------
2018-05-11 09:45:07,797 Name is: layer1.2.conv3.weight
2018-05-11 09:45:07,798 Data is: min: -0.346299946308136, max: 0.3582361042499542
2018-05-11 09:45:07,798 Grad is: min: -0.007789199240505695, max: 0.007040767930448055
2018-05-11 09:45:07,798 Target is: min: 0, max: 0
2018-05-11 09:45:07,798 --------------------------------------
2018-05-11 09:45:07,798 --------------------------------------
2018-05-11 09:45:07,798 Name is: layer1.2.bn3.weight
2018-05-11 09:45:07,799 Data is: min: 0.9990352392196655, max: 1.0008959770202637
2018-05-11 09:45:07,799 Grad is: min: -0.002926771529018879, max: 0.0030148925725370646
2018-05-11 09:45:07,799 Target is: min: 0, max: 0
2018-05-11 09:45:07,799 --------------------------------------
2018-05-11 09:45:07,799 --------------------------------------
2018-05-11 09:45:07,799 Name is: layer1.2.bn3.bias
2018-05-11 09:45:07,800 Data is: min: -0.0010241387644782662, max: 0.0009794097859412432
2018-05-11 09:45:07,800 Grad is: min: -0.0020129301119595766, max: 0.0016849545063450933
2018-05-11 09:45:07,800 Target is: min: 0, max: 0
2018-05-11 09:45:07,800 --------------------------------------
2018-05-11 09:45:07,800 --------------------------------------
2018-05-11 09:45:07,800 Name is: layer2.0.conv1.weight
2018-05-11 09:45:07,801 Data is: min: -0.48868975043296814, max: 0.5266577005386353
2018-05-11 09:45:07,801 Grad is: min: -0.004800800234079361, max: 0.004636851605027914
2018-05-11 09:45:07,801 Target is: min: 0, max: 0
2018-05-11 09:45:07,801 --------------------------------------
2018-05-11 09:45:07,801 --------------------------------------
2018-05-11 09:45:07,801 Name is: layer2.0.bn1.weight
2018-05-11 09:45:07,802 Data is: min: 0.9989240765571594, max: 1.001110315322876
2018-05-11 09:45:07,802 Grad is: min: -0.004158126190304756, max: 0.0036289722193032503
2018-05-11 09:45:07,802 Target is: min: 0, max: 0
2018-05-11 09:45:07,802 --------------------------------------
2018-05-11 09:45:07,802 --------------------------------------
2018-05-11 09:45:07,802 Name is: layer2.0.bn1.bias
2018-05-11 09:45:07,803 Data is: min: -0.0008687743684276938, max: 0.0007864974322728813
2018-05-11 09:45:07,803 Grad is: min: -0.0031548161059617996, max: 0.0030457009561359882
2018-05-11 09:45:07,803 Target is: min: 0, max: 0
2018-05-11 09:45:07,803 --------------------------------------
2018-05-11 09:45:07,803 --------------------------------------
2018-05-11 09:45:07,803 Name is: layer2.0.conv2.weight
2018-05-11 09:45:07,804 Data is: min: -0.18656499683856964, max: 0.17102853953838348
2018-05-11 09:45:07,804 Grad is: min: -0.005167292430996895, max: 0.006122329272329807
2018-05-11 09:45:07,804 Target is: min: 0, max: 0
2018-05-11 09:45:07,804 --------------------------------------
2018-05-11 09:45:07,804 --------------------------------------
2018-05-11 09:45:07,804 Name is: layer2.0.bn2.weight
2018-05-11 09:45:07,804 Data is: min: 0.9988448619842529, max: 1.0009390115737915
2018-05-11 09:45:07,805 Grad is: min: -0.0030028074979782104, max: 0.005400012247264385
2018-05-11 09:45:07,805 Target is: min: 0, max: 0
2018-05-11 09:45:07,805 --------------------------------------
2018-05-11 09:45:07,805 --------------------------------------
2018-05-11 09:45:07,805 Name is: layer2.0.bn2.bias
2018-05-11 09:45:07,805 Data is: min: -0.001040393952280283, max: 0.000788531091529876
2018-05-11 09:45:07,806 Grad is: min: -0.003037715330719948, max: 0.003647205885499716
2018-05-11 09:45:07,806 Target is: min: 0, max: 0
2018-05-11 09:45:07,806 --------------------------------------
2018-05-11 09:45:07,806 --------------------------------------
2018-05-11 09:45:07,806 Name is: layer2.0.conv3.weight
2018-05-11 09:45:07,806 Data is: min: -0.2672216296195984, max: 0.24767647683620453
2018-05-11 09:45:07,807 Grad is: min: -0.004387165419757366, max: 0.0047523765824735165
2018-05-11 09:45:07,807 Target is: min: 0, max: 0
2018-05-11 09:45:07,807 --------------------------------------
2018-05-11 09:45:07,807 --------------------------------------
2018-05-11 09:45:07,807 Name is: layer2.0.bn3.weight
2018-05-11 09:45:07,807 Data is: min: 0.998840868473053, max: 1.001056432723999
2018-05-11 09:45:07,808 Grad is: min: -0.0018644292140379548, max: 0.001602703589014709
2018-05-11 09:45:07,808 Target is: min: 0, max: 0
2018-05-11 09:45:07,808 --------------------------------------
2018-05-11 09:45:07,808 --------------------------------------
2018-05-11 09:45:07,808 Name is: layer2.0.bn3.bias
2018-05-11 09:45:07,808 Data is: min: -0.0011124645825475454, max: 0.0010515706380829215
2018-05-11 09:45:07,809 Grad is: min: -0.0011980474228039384, max: 0.0014770484995096922
2018-05-11 09:45:07,809 Target is: min: 0, max: 0
2018-05-11 09:45:07,809 --------------------------------------
2018-05-11 09:45:07,809 --------------------------------------
2018-05-11 09:45:07,809 Name is: layer2.0.downsample.0.weight
2018-05-11 09:45:07,809 Data is: min: -0.256539911031723, max: 0.2982686460018158
2018-05-11 09:45:07,810 Grad is: min: -0.003349628299474716, max: 0.003988513257354498
2018-05-11 09:45:07,810 Target is: min: 0, max: 0
2018-05-11 09:45:07,810 --------------------------------------
2018-05-11 09:45:07,810 --------------------------------------
2018-05-11 09:45:07,810 Name is: layer2.0.downsample.1.weight
2018-05-11 09:45:07,810 Data is: min: 0.9990168213844299, max: 1.001074194908142
2018-05-11 09:45:07,811 Grad is: min: -0.0017352226423099637, max: 0.002200789051130414
2018-05-11 09:45:07,811 Target is: min: 0, max: 0
2018-05-11 09:45:07,811 --------------------------------------
2018-05-11 09:45:07,811 --------------------------------------
2018-05-11 09:45:07,811 Name is: layer2.0.downsample.1.bias
2018-05-11 09:45:07,811 Data is: min: -0.0011124645825475454, max: 0.0010515706380829215
2018-05-11 09:45:07,811 Grad is: min: -0.0011980474228039384, max: 0.0014770484995096922
2018-05-11 09:45:07,812 Target is: min: 0, max: 0
2018-05-11 09:45:07,812 --------------------------------------
2018-05-11 09:45:07,812 --------------------------------------
2018-05-11 09:45:07,812 Name is: layer2.1.conv1.weight
2018-05-11 09:45:07,812 Data is: min: -0.5158845782279968, max: 0.5574844479560852
2018-05-11 09:45:07,812 Grad is: min: -0.002435293747112155, max: 0.0018899160204455256
2018-05-11 09:45:07,813 Target is: min: 0, max: 0
2018-05-11 09:45:07,813 --------------------------------------
2018-05-11 09:45:07,813 --------------------------------------
2018-05-11 09:45:07,813 Name is: layer2.1.bn1.weight
2018-05-11 09:45:07,813 Data is: min: 0.9991286396980286, max: 1.000990390777588
2018-05-11 09:45:07,813 Grad is: min: -0.002406215062364936, max: 0.0026608696207404137
2018-05-11 09:45:07,814 Target is: min: 0, max: 0
2018-05-11 09:45:07,814 --------------------------------------
2018-05-11 09:45:07,814 --------------------------------------
2018-05-11 09:45:07,814 Name is: layer2.1.bn1.bias
2018-05-11 09:45:07,814 Data is: min: -0.0009615842718631029, max: 0.0007658293470740318
2018-05-11 09:45:07,814 Grad is: min: -0.0036918078549206257, max: 0.002061412902548909
2018-05-11 09:45:07,814 Target is: min: 0, max: 0
2018-05-11 09:45:07,815 --------------------------------------
2018-05-11 09:45:07,815 --------------------------------------
2018-05-11 09:45:07,815 Name is: layer2.1.conv2.weight
2018-05-11 09:45:07,815 Data is: min: -0.1964738816022873, max: 0.17470350861549377
2018-05-11 09:45:07,815 Grad is: min: -0.003586365142837167, max: 0.0037736170925199986
2018-05-11 09:45:07,815 Target is: min: 0, max: 0
2018-05-11 09:45:07,816 --------------------------------------
2018-05-11 09:45:07,816 --------------------------------------
2018-05-11 09:45:07,816 Name is: layer2.1.bn2.weight
2018-05-11 09:45:07,816 Data is: min: 0.9991395473480225, max: 1.0009722709655762
2018-05-11 09:45:07,816 Grad is: min: -0.003250161884352565, max: 0.002126805717125535
2018-05-11 09:45:07,816 Target is: min: 0, max: 0
2018-05-11 09:45:07,817 --------------------------------------
2018-05-11 09:45:07,817 --------------------------------------
2018-05-11 09:45:07,817 Name is: layer2.1.bn2.bias
2018-05-11 09:45:07,817 Data is: min: -0.0007430895930156112, max: 0.0009801846463233232
2018-05-11 09:45:07,817 Grad is: min: -0.0016966762486845255, max: 0.0016855961875990033
2018-05-11 09:45:07,817 Target is: min: 0, max: 0
2018-05-11 09:45:07,817 --------------------------------------
2018-05-11 09:45:07,818 --------------------------------------
2018-05-11 09:45:07,818 Name is: layer2.1.conv3.weight
2018-05-11 09:45:07,818 Data is: min: -0.2448832243680954, max: 0.24158649146556854
2018-05-11 09:45:07,818 Grad is: min: -0.003516433760523796, max: 0.0032215947285294533
2018-05-11 09:45:07,818 Target is: min: 0, max: 0
2018-05-11 09:45:07,818 --------------------------------------
2018-05-11 09:45:07,819 --------------------------------------
2018-05-11 09:45:07,819 Name is: layer2.1.bn3.weight
2018-05-11 09:45:07,819 Data is: min: 0.9990020394325256, max: 1.0010610818862915
2018-05-11 09:45:07,819 Grad is: min: -0.0010917744366452098, max: 0.0012900347355753183
2018-05-11 09:45:07,819 Target is: min: 0, max: 0
2018-05-11 09:45:07,819 --------------------------------------
2018-05-11 09:45:07,820 --------------------------------------
2018-05-11 09:45:07,820 Name is: layer2.1.bn3.bias
2018-05-11 09:45:07,820 Data is: min: -0.0011133268708363175, max: 0.0010863369097933173
2018-05-11 09:45:07,820 Grad is: min: -0.0006917752325534821, max: 0.0010974432807415724
2018-05-11 09:45:07,820 Target is: min: 0, max: 0
2018-05-11 09:45:07,820 --------------------------------------
2018-05-11 09:45:07,821 --------------------------------------
2018-05-11 09:45:07,821 Name is: layer2.2.conv1.weight
2018-05-11 09:45:07,821 Data is: min: -0.5272762775421143, max: 0.4939321279525757
2018-05-11 09:45:07,821 Grad is: min: -0.001283631776459515, max: 0.001539175515063107
2018-05-11 09:45:07,821 Target is: min: 0, max: 0
2018-05-11 09:45:07,821 --------------------------------------
2018-05-11 09:45:07,821 --------------------------------------
2018-05-11 09:45:07,822 Name is: layer2.2.bn1.weight
2018-05-11 09:45:07,822 Data is: min: 0.9991351366043091, max: 1.000900387763977
2018-05-11 09:45:07,822 Grad is: min: -0.0022440114989876747, max: 0.0017873019678518176
2018-05-11 09:45:07,822 Target is: min: 0, max: 0
2018-05-11 09:45:07,822 --------------------------------------
2018-05-11 09:45:07,822 --------------------------------------
2018-05-11 09:45:07,823 Name is: layer2.2.bn1.bias
2018-05-11 09:45:07,823 Data is: min: -0.0009657623595558107, max: 0.0009155012667179108
2018-05-11 09:45:07,823 Grad is: min: -0.0015762480907142162, max: 0.001503926469013095
2018-05-11 09:45:07,823 Target is: min: 0, max: 0
2018-05-11 09:45:07,823 --------------------------------------
2018-05-11 09:45:07,823 --------------------------------------
2018-05-11 09:45:07,823 Name is: layer2.2.conv2.weight
2018-05-11 09:45:07,824 Data is: min: -0.17438873648643494, max: 0.1819014698266983
2018-05-11 09:45:07,824 Grad is: min: -0.0028021554462611675, max: 0.0026579471305012703
2018-05-11 09:45:07,824 Target is: min: 0, max: 0
2018-05-11 09:45:07,824 --------------------------------------
2018-05-11 09:45:07,824 --------------------------------------
2018-05-11 09:45:07,824 Name is: layer2.2.bn2.weight
2018-05-11 09:45:07,825 Data is: min: 0.9990839958190918, max: 1.00091552734375
2018-05-11 09:45:07,825 Grad is: min: -0.001252100570127368, max: 0.001848425017669797
2018-05-11 09:45:07,825 Target is: min: 0, max: 0
2018-05-11 09:45:07,825 --------------------------------------
2018-05-11 09:45:07,825 --------------------------------------
2018-05-11 09:45:07,825 Name is: layer2.2.bn2.bias
2018-05-11 09:45:07,826 Data is: min: -0.0009647929109632969, max: 0.0009804634610190988
2018-05-11 09:45:07,826 Grad is: min: -0.0015758252702653408, max: 0.0011636801064014435
2018-05-11 09:45:07,826 Target is: min: 0, max: 0
2018-05-11 09:45:07,826 --------------------------------------
2018-05-11 09:45:07,826 --------------------------------------
2018-05-11 09:45:07,826 Name is: layer2.2.conv3.weight
2018-05-11 09:45:07,827 Data is: min: -0.2632787525653839, max: 0.28202420473098755
2018-05-11 09:45:07,827 Grad is: min: -0.0020731454715132713, max: 0.00213769543915987
2018-05-11 09:45:07,827 Target is: min: 0, max: 0
2018-05-11 09:45:07,827 --------------------------------------
2018-05-11 09:45:07,827 --------------------------------------
2018-05-11 09:45:07,827 Name is: layer2.2.bn3.weight
2018-05-11 09:45:07,828 Data is: min: 0.9990182518959045, max: 1.0009514093399048
2018-05-11 09:45:07,828 Grad is: min: -0.0009039365104399621, max: 0.0007130642770789564
2018-05-11 09:45:07,828 Target is: min: 0, max: 0
2018-05-11 09:45:07,828 --------------------------------------
2018-05-11 09:45:07,828 --------------------------------------
2018-05-11 09:45:07,828 Name is: layer2.2.bn3.bias
2018-05-11 09:45:07,829 Data is: min: -0.0011250170646235347, max: 0.001118747633881867
2018-05-11 09:45:07,829 Grad is: min: -0.000440656382124871, max: 0.0006299334345385432
2018-05-11 09:45:07,829 Target is: min: 0, max: 0
2018-05-11 09:45:07,829 --------------------------------------
2018-05-11 09:45:07,829 --------------------------------------
2018-05-11 09:45:07,829 Name is: layer2.3.conv1.weight
2018-05-11 09:45:07,830 Data is: min: -0.5491839647293091, max: 0.5495257377624512
2018-05-11 09:45:07,830 Grad is: min: -0.0010407324880361557, max: 0.0011992516228929162
2018-05-11 09:45:07,830 Target is: min: 0, max: 0
2018-05-11 09:45:07,830 --------------------------------------
2018-05-11 09:45:07,830 --------------------------------------
2018-05-11 09:45:07,830 Name is: layer2.3.bn1.weight
2018-05-11 09:45:07,831 Data is: min: 0.9991212487220764, max: 1.0009585618972778
2018-05-11 09:45:07,831 Grad is: min: -0.0015197322936728597, max: 0.001467099878937006
2018-05-11 09:45:07,831 Target is: min: 0, max: 0
2018-05-11 09:45:07,831 --------------------------------------
2018-05-11 09:45:07,831 --------------------------------------
2018-05-11 09:45:07,831 Name is: layer2.3.bn1.bias
2018-05-11 09:45:07,831 Data is: min: -0.0009857771219685674, max: 0.0011079697869718075
2018-05-11 09:45:07,832 Grad is: min: -0.0012291099410504103, max: 0.0012099547311663628
2018-05-11 09:45:07,832 Target is: min: 0, max: 0
2018-05-11 09:45:07,832 --------------------------------------
2018-05-11 09:45:07,832 --------------------------------------
2018-05-11 09:45:07,832 Name is: layer2.3.conv2.weight
2018-05-11 09:45:07,832 Data is: min: -0.18808428943157196, max: 0.17813731729984283
2018-05-11 09:45:07,833 Grad is: min: -0.001978045329451561, max: 0.0019556963816285133
2018-05-11 09:45:07,833 Target is: min: 0, max: 0
2018-05-11 09:45:07,833 --------------------------------------
2018-05-11 09:45:07,833 --------------------------------------
2018-05-11 09:45:07,833 Name is: layer2.3.bn2.weight
2018-05-11 09:45:07,833 Data is: min: 0.9988390803337097, max: 1.0010265111923218
2018-05-11 09:45:07,834 Grad is: min: -0.0011145438766106963, max: 0.0009016614640131593
2018-05-11 09:45:07,834 Target is: min: 0, max: 0
2018-05-11 09:45:07,834 --------------------------------------
2018-05-11 09:45:07,834 --------------------------------------
2018-05-11 09:45:07,834 Name is: layer2.3.bn2.bias
2018-05-11 09:45:07,834 Data is: min: -0.0009749815799295902, max: 0.001013680244795978
2018-05-11 09:45:07,835 Grad is: min: -0.0011896543437615037, max: 0.001113711390644312
2018-05-11 09:45:07,835 Target is: min: 0, max: 0
2018-05-11 09:45:07,835 --------------------------------------
2018-05-11 09:45:07,835 --------------------------------------
2018-05-11 09:45:07,835 Name is: layer2.3.conv3.weight
2018-05-11 09:45:07,835 Data is: min: -0.3042052090167999, max: 0.27337217330932617
2018-05-11 09:45:07,836 Grad is: min: -0.0013066724641248584, max: 0.0017122365534305573
2018-05-11 09:45:07,836 Target is: min: 0, max: 0
2018-05-11 09:45:07,836 --------------------------------------
2018-05-11 09:45:07,836 --------------------------------------
2018-05-11 09:45:07,836 Name is: layer2.3.bn3.weight
2018-05-11 09:45:07,836 Data is: min: 0.9988267421722412, max: 1.001012921333313
2018-05-11 09:45:07,837 Grad is: min: -0.0005623228498734534, max: 0.0007211413467302918
2018-05-11 09:45:07,837 Target is: min: 0, max: 0
2018-05-11 09:45:07,837 --------------------------------------
2018-05-11 09:45:07,837 --------------------------------------
2018-05-11 09:45:07,837 Name is: layer2.3.bn3.bias
2018-05-11 09:45:07,837 Data is: min: -0.0010236941743642092, max: 0.001064181444235146
2018-05-11 09:45:07,838 Grad is: min: -0.00035313941771164536, max: 0.00036413269117474556
2018-05-11 09:45:07,838 Target is: min: 0, max: 0
2018-05-11 09:45:07,838 --------------------------------------
2018-05-11 09:45:07,838 --------------------------------------
2018-05-11 09:45:07,838 Name is: layer3.0.conv1.weight
2018-05-11 09:45:07,838 Data is: min: -0.40444448590278625, max: 0.3635307848453522
2018-05-11 09:45:07,839 Grad is: min: -0.0010331847006455064, max: 0.0010531184962019324
2018-05-11 09:45:07,839 Target is: min: 0, max: 0
2018-05-11 09:45:07,839 --------------------------------------
2018-05-11 09:45:07,839 --------------------------------------
2018-05-11 09:45:07,839 Name is: layer3.0.bn1.weight
2018-05-11 09:45:07,839 Data is: min: 0.9989967942237854, max: 1.0010582208633423
2018-05-11 09:45:07,839 Grad is: min: -0.000830107310321182, max: 0.0010350905358791351
2018-05-11 09:45:07,840 Target is: min: 0, max: 0
2018-05-11 09:45:07,840 --------------------------------------
2018-05-11 09:45:07,840 --------------------------------------
2018-05-11 09:45:07,840 Name is: layer3.0.bn1.bias
2018-05-11 09:45:07,840 Data is: min: -0.0009882202139124274, max: 0.0010174541966989636
2018-05-11 09:45:07,840 Grad is: min: -0.0009213081793859601, max: 0.0009375922963954508
2018-05-11 09:45:07,841 Target is: min: 0, max: 0
2018-05-11 09:45:07,841 --------------------------------------
2018-05-11 09:45:07,841 --------------------------------------
2018-05-11 09:45:07,841 Name is: layer3.0.conv2.weight
2018-05-11 09:45:07,841 Data is: min: -0.13885827362537384, max: 0.1381738781929016
2018-05-11 09:45:07,842 Grad is: min: -0.0013127208221703768, max: 0.0013746789190918207
2018-05-11 09:45:07,842 Target is: min: 0, max: 0
2018-05-11 09:45:07,842 --------------------------------------
2018-05-11 09:45:07,842 --------------------------------------
2018-05-11 09:45:07,842 Name is: layer3.0.bn2.weight
2018-05-11 09:45:07,842 Data is: min: 0.9990732669830322, max: 1.0009666681289673
2018-05-11 09:45:07,842 Grad is: min: -0.0008536179084330797, max: 0.0009657801128923893
2018-05-11 09:45:07,843 Target is: min: 0, max: 0
2018-05-11 09:45:07,843 --------------------------------------
2018-05-11 09:45:07,843 --------------------------------------
2018-05-11 09:45:07,843 Name is: layer3.0.bn2.bias
2018-05-11 09:45:07,843 Data is: min: -0.0010386724025011063, max: 0.0010936576873064041
2018-05-11 09:45:07,843 Grad is: min: -0.0005945172742940485, max: 0.0006915424019098282
2018-05-11 09:45:07,844 Target is: min: 0, max: 0
2018-05-11 09:45:07,844 --------------------------------------
2018-05-11 09:45:07,844 --------------------------------------
2018-05-11 09:45:07,844 Name is: layer3.0.conv3.weight
2018-05-11 09:45:07,844 Data is: min: -0.19291816651821136, max: 0.20159059762954712
2018-05-11 09:45:07,844 Grad is: min: -0.001087877550162375, max: 0.0011250812094658613
2018-05-11 09:45:07,845 Target is: min: 0, max: 0
2018-05-11 09:45:07,845 --------------------------------------
2018-05-11 09:45:07,845 --------------------------------------
2018-05-11 09:45:07,845 Name is: layer3.0.bn3.weight
2018-05-11 09:45:07,845 Data is: min: 0.9989334940910339, max: 1.0011036396026611
2018-05-11 09:45:07,845 Grad is: min: -0.000479203270515427, max: 0.0005356159526854753
2018-05-11 09:45:07,846 Target is: min: 0, max: 0
2018-05-11 09:45:07,846 --------------------------------------
2018-05-11 09:45:07,846 --------------------------------------
2018-05-11 09:45:07,846 Name is: layer3.0.bn3.bias
2018-05-11 09:45:07,846 Data is: min: -0.0010675042867660522, max: 0.0012245707912370563
2018-05-11 09:45:07,846 Grad is: min: -0.00031496002338826656, max: 0.00034010520903393626
2018-05-11 09:45:07,846 Target is: min: 0, max: 0
2018-05-11 09:45:07,847 --------------------------------------
2018-05-11 09:45:07,847 --------------------------------------
2018-05-11 09:45:07,847 Name is: layer3.0.downsample.0.weight
2018-05-11 09:45:07,847 Data is: min: -0.20352879166603088, max: 0.19723597168922424
2018-05-11 09:45:07,847 Grad is: min: -0.000762066338211298, max: 0.0008092408534139395
2018-05-11 09:45:07,848 Target is: min: 0, max: 0
2018-05-11 09:45:07,848 --------------------------------------
2018-05-11 09:45:07,848 --------------------------------------
2018-05-11 09:45:07,848 Name is: layer3.0.downsample.1.weight
2018-05-11 09:45:07,848 Data is: min: 0.9989215731620789, max: 1.0011457204818726
2018-05-11 09:45:07,848 Grad is: min: -0.00043492246186360717, max: 0.0005052773049101233
2018-05-11 09:45:07,849 Target is: min: 0, max: 0
2018-05-11 09:45:07,849 --------------------------------------
2018-05-11 09:45:07,849 --------------------------------------
2018-05-11 09:45:07,849 Name is: layer3.0.downsample.1.bias
2018-05-11 09:45:07,849 Data is: min: -0.0010675042867660522, max: 0.0012245707912370563
2018-05-11 09:45:07,849 Grad is: min: -0.00031496002338826656, max: 0.00034010520903393626
2018-05-11 09:45:07,850 Target is: min: 0, max: 0
2018-05-11 09:45:07,850 --------------------------------------
2018-05-11 09:45:07,850 --------------------------------------
2018-05-11 09:45:07,850 Name is: layer3.1.conv1.weight
2018-05-11 09:45:07,850 Data is: min: -0.4531955420970917, max: 0.37605634331703186
2018-05-11 09:45:07,850 Grad is: min: -0.0004955072654411197, max: 0.0005321088247001171
2018-05-11 09:45:07,851 Target is: min: 0, max: 0
2018-05-11 09:45:07,851 --------------------------------------
2018-05-11 09:45:07,851 --------------------------------------
2018-05-11 09:45:07,851 Name is: layer3.1.bn1.weight
2018-05-11 09:45:07,851 Data is: min: 0.9988871216773987, max: 1.0010008811950684
2018-05-11 09:45:07,851 Grad is: min: -0.0010623132111504674, max: 0.0008119345875456929
2018-05-11 09:45:07,852 Target is: min: 0, max: 0
2018-05-11 09:45:07,852 --------------------------------------
2018-05-11 09:45:07,852 --------------------------------------
2018-05-11 09:45:07,852 Name is: layer3.1.bn1.bias
2018-05-11 09:45:07,852 Data is: min: -0.001010688953101635, max: 0.001123044523410499
2018-05-11 09:45:07,852 Grad is: min: -0.0006024051690474153, max: 0.000743245123885572
2018-05-11 09:45:07,852 Target is: min: 0, max: 0
2018-05-11 09:45:07,853 --------------------------------------
2018-05-11 09:45:07,853 --------------------------------------
2018-05-11 09:45:07,853 Name is: layer3.1.conv2.weight
2018-05-11 09:45:07,853 Data is: min: -0.1376953125, max: 0.13726814091205597
2018-05-11 09:45:07,853 Grad is: min: -0.0010047939140349627, max: 0.0009570436086505651
2018-05-11 09:45:07,854 Target is: min: 0, max: 0
2018-05-11 09:45:07,854 --------------------------------------
2018-05-11 09:45:07,854 --------------------------------------
2018-05-11 09:45:07,854 Name is: layer3.1.bn2.weight
2018-05-11 09:45:07,854 Data is: min: 0.9990518689155579, max: 1.0010993480682373
2018-05-11 09:45:07,854 Grad is: min: -0.0005905593279749155, max: 0.0005953957443125546
2018-05-11 09:45:07,855 Target is: min: 0, max: 0
2018-05-11 09:45:07,855 --------------------------------------
2018-05-11 09:45:07,855 --------------------------------------
2018-05-11 09:45:07,855 Name is: layer3.1.bn2.bias
2018-05-11 09:45:07,855 Data is: min: -0.001031367341056466, max: 0.0011172974482178688
2018-05-11 09:45:07,855 Grad is: min: -0.0004706717736553401, max: 0.0004927287809550762
2018-05-11 09:45:07,855 Target is: min: 0, max: 0
2018-05-11 09:45:07,856 --------------------------------------
2018-05-11 09:45:07,856 --------------------------------------
2018-05-11 09:45:07,856 Name is: layer3.1.conv3.weight
2018-05-11 09:45:07,856 Data is: min: -0.20950192213058472, max: 0.19655486941337585
2018-05-11 09:45:07,856 Grad is: min: -0.0007670039194636047, max: 0.0007811423274688423
2018-05-11 09:45:07,857 Target is: min: 0, max: 0
2018-05-11 09:45:07,857 --------------------------------------
2018-05-11 09:45:07,857 --------------------------------------
2018-05-11 09:45:07,857 Name is: layer3.1.bn3.weight
2018-05-11 09:45:07,857 Data is: min: 0.9988869428634644, max: 1.0011588335037231
2018-05-11 09:45:07,857 Grad is: min: -0.0003296879876870662, max: 0.0003139894106425345
2018-05-11 09:45:07,857 Target is: min: 0, max: 0
2018-05-11 09:45:07,858 --------------------------------------
2018-05-11 09:45:07,858 --------------------------------------
2018-05-11 09:45:07,858 Name is: layer3.1.bn3.bias
2018-05-11 09:45:07,858 Data is: min: -0.0012285313569009304, max: 0.0011636740528047085
2018-05-11 09:45:07,858 Grad is: min: -0.0002275539154652506, max: 0.00022069855185691267
2018-05-11 09:45:07,858 Target is: min: 0, max: 0
2018-05-11 09:45:07,858 --------------------------------------
2018-05-11 09:45:07,859 --------------------------------------
2018-05-11 09:45:07,859 Name is: layer3.2.conv1.weight
2018-05-11 09:45:07,859 Data is: min: -0.3975091576576233, max: 0.43832606077194214
2018-05-11 09:45:07,859 Grad is: min: -0.00039265965460799634, max: 0.0004174369969405234
2018-05-11 09:45:07,859 Target is: min: 0, max: 0
2018-05-11 09:45:07,860 --------------------------------------
2018-05-11 09:45:07,860 --------------------------------------
2018-05-11 09:45:07,860 Name is: layer3.2.bn1.weight
2018-05-11 09:45:07,860 Data is: min: 0.9989628791809082, max: 1.0010939836502075
2018-05-11 09:45:07,860 Grad is: min: -0.0005110430647619069, max: 0.0005163871101103723
2018-05-11 09:45:07,860 Target is: min: 0, max: 0
2018-05-11 09:45:07,860 --------------------------------------
2018-05-11 09:45:07,861 --------------------------------------
2018-05-11 09:45:07,861 Name is: layer3.2.bn1.bias
2018-05-11 09:45:07,861 Data is: min: -0.0010309326462447643, max: 0.0010886086383834481
2018-05-11 09:45:07,861 Grad is: min: -0.0004430438275448978, max: 0.0003437161212787032
2018-05-11 09:45:07,861 Target is: min: 0, max: 0
2018-05-11 09:45:07,861 --------------------------------------
2018-05-11 09:45:07,862 --------------------------------------
2018-05-11 09:45:07,862 Name is: layer3.2.conv2.weight
2018-05-11 09:45:07,862 Data is: min: -0.1397215574979782, max: 0.13402129709720612
2018-05-11 09:45:07,862 Grad is: min: -0.0007318291463889182, max: 0.0006887263152748346
2018-05-11 09:45:07,862 Target is: min: 0, max: 0
2018-05-11 09:45:07,863 --------------------------------------
2018-05-11 09:45:07,863 --------------------------------------
2018-05-11 09:45:07,863 Name is: layer3.2.bn2.weight
2018-05-11 09:45:07,863 Data is: min: 0.9990047812461853, max: 1.0010851621627808
2018-05-11 09:45:07,863 Grad is: min: -0.0006339277606457472, max: 0.0005233500269241631
2018-05-11 09:45:07,863 Target is: min: 0, max: 0
2018-05-11 09:45:07,863 --------------------------------------
2018-05-11 09:45:07,864 --------------------------------------
2018-05-11 09:45:07,864 Name is: layer3.2.bn2.bias
2018-05-11 09:45:07,864 Data is: min: -0.0011298097670078278, max: 0.0010974915931001306
2018-05-11 09:45:07,864 Grad is: min: -0.000332639116095379, max: 0.00034760788548737764
2018-05-11 09:45:07,864 Target is: min: 0, max: 0
2018-05-11 09:45:07,864 --------------------------------------
2018-05-11 09:45:07,865 --------------------------------------
2018-05-11 09:45:07,865 Name is: layer3.2.conv3.weight
2018-05-11 09:45:07,865 Data is: min: -0.19863441586494446, max: 0.21723534166812897
2018-05-11 09:45:07,865 Grad is: min: -0.0006080938037484884, max: 0.0005328919505700469
2018-05-11 09:45:07,865 Target is: min: 0, max: 0
2018-05-11 09:45:07,865 --------------------------------------
2018-05-11 09:45:07,866 --------------------------------------
2018-05-11 09:45:07,866 Name is: layer3.2.bn3.weight
2018-05-11 09:45:07,866 Data is: min: 0.9988541603088379, max: 1.0012133121490479
2018-05-11 09:45:07,866 Grad is: min: -0.00022235851793084294, max: 0.00023597718973178416
2018-05-11 09:45:07,866 Target is: min: 0, max: 0
2018-05-11 09:45:07,866 --------------------------------------
2018-05-11 09:45:07,866 --------------------------------------
2018-05-11 09:45:07,867 Name is: layer3.2.bn3.bias
2018-05-11 09:45:07,867 Data is: min: -0.0010944330133497715, max: 0.001112813944928348
2018-05-11 09:45:07,867 Grad is: min: -0.00016252396744675934, max: 0.00013776219566352665
2018-05-11 09:45:07,867 Target is: min: 0, max: 0
2018-05-11 09:45:07,867 --------------------------------------
2018-05-11 09:45:07,867 --------------------------------------
2018-05-11 09:45:07,868 Name is: layer3.3.conv1.weight
2018-05-11 09:45:07,868 Data is: min: -0.3797043561935425, max: 0.4159857928752899
2018-05-11 09:45:07,868 Grad is: min: -0.00029637964325957, max: 0.0003359840193297714
2018-05-11 09:45:07,868 Target is: min: 0, max: 0
2018-05-11 09:45:07,868 --------------------------------------
2018-05-11 09:45:07,868 --------------------------------------
2018-05-11 09:45:07,869 Name is: layer3.3.bn1.weight
2018-05-11 09:45:07,869 Data is: min: 0.9989915490150452, max: 1.0010894536972046
2018-05-11 09:45:07,869 Grad is: min: -0.0003199937636964023, max: 0.00031076878076419234
2018-05-11 09:45:07,869 Target is: min: 0, max: 0
2018-05-11 09:45:07,869 --------------------------------------
2018-05-11 09:45:07,869 --------------------------------------
2018-05-11 09:45:07,870 Name is: layer3.3.bn1.bias
2018-05-11 09:45:07,870 Data is: min: -0.0010239440016448498, max: 0.0011109465267509222
2018-05-11 09:45:07,870 Grad is: min: -0.0002919803373515606, max: 0.0003358700196258724
2018-05-11 09:45:07,870 Target is: min: 0, max: 0
2018-05-11 09:45:07,870 --------------------------------------
2018-05-11 09:45:07,870 --------------------------------------
2018-05-11 09:45:07,870 Name is: layer3.3.conv2.weight
2018-05-11 09:45:07,871 Data is: min: -0.13654515147209167, max: 0.14523328840732574
2018-05-11 09:45:07,871 Grad is: min: -0.0005602783639915287, max: 0.0006490045925602317
2018-05-11 09:45:07,871 Target is: min: 0, max: 0
2018-05-11 09:45:07,871 --------------------------------------
2018-05-11 09:45:07,871 --------------------------------------
2018-05-11 09:45:07,872 Name is: layer3.3.bn2.weight
2018-05-11 09:45:07,872 Data is: min: 0.9989293217658997, max: 1.0011122226715088
2018-05-11 09:45:07,872 Grad is: min: -0.00027421792037785053, max: 0.00041196707752533257
2018-05-11 09:45:07,872 Target is: min: 0, max: 0
2018-05-11 09:45:07,872 --------------------------------------
2018-05-11 09:45:07,872 --------------------------------------
2018-05-11 09:45:07,872 Name is: layer3.3.bn2.bias
2018-05-11 09:45:07,873 Data is: min: -0.0010938826017081738, max: 0.0011513897916302085
2018-05-11 09:45:07,873 Grad is: min: -0.0002916720986831933, max: 0.00023400835925713181
2018-05-11 09:45:07,873 Target is: min: 0, max: 0
2018-05-11 09:45:07,873 --------------------------------------
2018-05-11 09:45:07,873 --------------------------------------
2018-05-11 09:45:07,873 Name is: layer3.3.conv3.weight
2018-05-11 09:45:07,874 Data is: min: -0.2027100771665573, max: 0.193826362490654
2018-05-11 09:45:07,874 Grad is: min: -0.0004700461868196726, max: 0.000462822790723294
2018-05-11 09:45:07,874 Target is: min: 0, max: 0
2018-05-11 09:45:07,874 --------------------------------------
2018-05-11 09:45:07,874 --------------------------------------
2018-05-11 09:45:07,874 Name is: layer3.3.bn3.weight
2018-05-11 09:45:07,875 Data is: min: 0.9988500475883484, max: 1.001168131828308
2018-05-11 09:45:07,875 Grad is: min: -0.0001958465581992641, max: 0.00018884954624809325
2018-05-11 09:45:07,875 Target is: min: 0, max: 0
2018-05-11 09:45:07,875 --------------------------------------
2018-05-11 09:45:07,875 --------------------------------------
2018-05-11 09:45:07,875 Name is: layer3.3.bn3.bias
2018-05-11 09:45:07,876 Data is: min: -0.0011206241324543953, max: 0.001078076777048409
2018-05-11 09:45:07,876 Grad is: min: -0.00011729831749107689, max: 0.00010658105020411313
2018-05-11 09:45:07,876 Target is: min: 0, max: 0
2018-05-11 09:45:07,876 --------------------------------------
2018-05-11 09:45:07,876 --------------------------------------
2018-05-11 09:45:07,876 Name is: layer3.4.conv1.weight
2018-05-11 09:45:07,877 Data is: min: -0.3866615295410156, max: 0.3831675350666046
2018-05-11 09:45:07,877 Grad is: min: -0.00023565255105495453, max: 0.00029634207021445036
2018-05-11 09:45:07,877 Target is: min: 0, max: 0
2018-05-11 09:45:07,877 --------------------------------------
2018-05-11 09:45:07,877 --------------------------------------
2018-05-11 09:45:07,877 Name is: layer3.4.bn1.weight
2018-05-11 09:45:07,878 Data is: min: 0.9989193677902222, max: 1.001037836074829
2018-05-11 09:45:07,878 Grad is: min: -0.0002910559705924243, max: 0.0002684490173123777
2018-05-11 09:45:07,878 Target is: min: 0, max: 0
2018-05-11 09:45:07,878 --------------------------------------
2018-05-11 09:45:07,878 --------------------------------------
2018-05-11 09:45:07,878 Name is: layer3.4.bn1.bias
2018-05-11 09:45:07,879 Data is: min: -0.0010284102754667401, max: 0.0011807064292952418
2018-05-11 09:45:07,879 Grad is: min: -0.0002503639552742243, max: 0.000321370258461684
2018-05-11 09:45:07,879 Target is: min: 0, max: 0
2018-05-11 09:45:07,879 --------------------------------------
2018-05-11 09:45:07,879 --------------------------------------
2018-05-11 09:45:07,879 Name is: layer3.4.conv2.weight
2018-05-11 09:45:07,880 Data is: min: -0.1307515650987625, max: 0.1513468325138092
2018-05-11 09:45:07,880 Grad is: min: -0.0005171675002202392, max: 0.0004494724562391639
2018-05-11 09:45:07,880 Target is: min: 0, max: 0
2018-05-11 09:45:07,880 --------------------------------------
2018-05-11 09:45:07,880 --------------------------------------
2018-05-11 09:45:07,880 Name is: layer3.4.bn2.weight
2018-05-11 09:45:07,881 Data is: min: 0.9989197850227356, max: 1.0011121034622192
2018-05-11 09:45:07,881 Grad is: min: -0.0003947092336602509, max: 0.00036749430000782013
2018-05-11 09:45:07,881 Target is: min: 0, max: 0
2018-05-11 09:45:07,881 --------------------------------------
2018-05-11 09:45:07,881 --------------------------------------
2018-05-11 09:45:07,881 Name is: layer3.4.bn2.bias
2018-05-11 09:45:07,882 Data is: min: -0.0010361188324168324, max: 0.0011607165215536952
2018-05-11 09:45:07,882 Grad is: min: -0.00029148702742531896, max: 0.00021793584164697677
2018-05-11 09:45:07,882 Target is: min: 0, max: 0
2018-05-11 09:45:07,882 --------------------------------------
2018-05-11 09:45:07,882 --------------------------------------
2018-05-11 09:45:07,882 Name is: layer3.4.conv3.weight
2018-05-11 09:45:07,883 Data is: min: -0.20775005221366882, max: 0.20317865908145905
2018-05-11 09:45:07,883 Grad is: min: -0.00043292040936648846, max: 0.0003381813003215939
2018-05-11 09:45:07,883 Target is: min: 0, max: 0
2018-05-11 09:45:07,883 --------------------------------------
2018-05-11 09:45:07,883 --------------------------------------
2018-05-11 09:45:07,883 Name is: layer3.4.bn3.weight
2018-05-11 09:45:07,884 Data is: min: 0.9988510012626648, max: 1.0011988878250122
2018-05-11 09:45:07,884 Grad is: min: -0.00016369922377634794, max: 0.00015483488095924258
2018-05-11 09:45:07,884 Target is: min: 0, max: 0
2018-05-11 09:45:07,884 --------------------------------------
2018-05-11 09:45:07,884 --------------------------------------
2018-05-11 09:45:07,884 Name is: layer3.4.bn3.bias
2018-05-11 09:45:07,885 Data is: min: -0.001196679542772472, max: 0.0011712319683283567
2018-05-11 09:45:07,885 Grad is: min: -9.717322245705873e-05, max: 9.549218520987779e-05
2018-05-11 09:45:07,885 Target is: min: 0, max: 0
2018-05-11 09:45:07,885 --------------------------------------
2018-05-11 09:45:07,885 --------------------------------------
2018-05-11 09:45:07,885 Name is: layer3.5.conv1.weight
2018-05-11 09:45:07,886 Data is: min: -0.40382909774780273, max: 0.43502289056777954
2018-05-11 09:45:07,886 Grad is: min: -0.0002542032743804157, max: 0.00020290300017222762
2018-05-11 09:45:07,886 Target is: min: 0, max: 0
2018-05-11 09:45:07,886 --------------------------------------
2018-05-11 09:45:07,886 --------------------------------------
2018-05-11 09:45:07,886 Name is: layer3.5.bn1.weight
2018-05-11 09:45:07,887 Data is: min: 0.9988806247711182, max: 1.0011407136917114
2018-05-11 09:45:07,887 Grad is: min: -0.00028468668460845947, max: 0.0002607942733447999
2018-05-11 09:45:07,887 Target is: min: 0, max: 0
2018-05-11 09:45:07,887 --------------------------------------
2018-05-11 09:45:07,887 --------------------------------------
2018-05-11 09:45:07,887 Name is: layer3.5.bn1.bias
2018-05-11 09:45:07,887 Data is: min: -0.001100624562241137, max: 0.001073793275281787
2018-05-11 09:45:07,888 Grad is: min: -0.00023892670287750661, max: 0.0001753057586029172
2018-05-11 09:45:07,888 Target is: min: 0, max: 0
2018-05-11 09:45:07,888 --------------------------------------
2018-05-11 09:45:07,888 --------------------------------------
2018-05-11 09:45:07,888 Name is: layer3.5.conv2.weight
2018-05-11 09:45:07,889 Data is: min: -0.1391754448413849, max: 0.1411489099264145
2018-05-11 09:45:07,889 Grad is: min: -0.00042324280366301537, max: 0.00040154095040634274
2018-05-11 09:45:07,889 Target is: min: 0, max: 0
2018-05-11 09:45:07,889 --------------------------------------
2018-05-11 09:45:07,889 --------------------------------------
2018-05-11 09:45:07,889 Name is: layer3.5.bn2.weight
2018-05-11 09:45:07,890 Data is: min: 0.9989679455757141, max: 1.0012118816375732
2018-05-11 09:45:07,890 Grad is: min: -0.00025793732493184507, max: 0.0002379135985393077
2018-05-11 09:45:07,890 Target is: min: 0, max: 0
2018-05-11 09:45:07,890 --------------------------------------
2018-05-11 09:45:07,890 --------------------------------------
2018-05-11 09:45:07,890 Name is: layer3.5.bn2.bias
2018-05-11 09:45:07,890 Data is: min: -0.0010195238282904029, max: 0.0012461496517062187
2018-05-11 09:45:07,891 Grad is: min: -0.00018259040371049196, max: 0.000151335887494497
2018-05-11 09:45:07,891 Target is: min: 0, max: 0
2018-05-11 09:45:07,891 --------------------------------------
2018-05-11 09:45:07,891 --------------------------------------
2018-05-11 09:45:07,891 Name is: layer3.5.conv3.weight
2018-05-11 09:45:07,891 Data is: min: -0.20545825362205505, max: 0.20091243088245392
2018-05-11 09:45:07,892 Grad is: min: -0.00035496853524819016, max: 0.0003127671079710126
2018-05-11 09:45:07,892 Target is: min: 0, max: 0
2018-05-11 09:45:07,892 --------------------------------------
2018-05-11 09:45:07,892 --------------------------------------
2018-05-11 09:45:07,892 Name is: layer3.5.bn3.weight
2018-05-11 09:45:07,892 Data is: min: 0.998785674571991, max: 1.0011330842971802
2018-05-11 09:45:07,893 Grad is: min: -0.00011559439735719934, max: 0.00012005197640974075
2018-05-11 09:45:07,893 Target is: min: 0, max: 0
2018-05-11 09:45:07,893 --------------------------------------
2018-05-11 09:45:07,893 --------------------------------------
2018-05-11 09:45:07,893 Name is: layer3.5.bn3.bias
2018-05-11 09:45:07,893 Data is: min: -0.0012083147885277867, max: 0.0011905742576345801
2018-05-11 09:45:07,894 Grad is: min: -7.214485958684236e-05, max: 6.038680294295773e-05
2018-05-11 09:45:07,894 Target is: min: 0, max: 0
2018-05-11 09:45:07,894 --------------------------------------
2018-05-11 09:45:07,894 --------------------------------------
2018-05-11 09:45:07,894 Name is: layer4.0.conv1.weight
2018-05-11 09:45:07,894 Data is: min: -0.2770044505596161, max: 0.2797759771347046
2018-05-11 09:45:07,895 Grad is: min: -0.0002485071017872542, max: 0.00025736549287103117
2018-05-11 09:45:07,895 Target is: min: 0, max: 0
2018-05-11 09:45:07,895 --------------------------------------
2018-05-11 09:45:07,895 --------------------------------------
2018-05-11 09:45:07,895 Name is: layer4.0.bn1.weight
2018-05-11 09:45:07,895 Data is: min: 0.998771607875824, max: 1.0011358261108398
2018-05-11 09:45:07,896 Grad is: min: -0.0002147692139260471, max: 0.0002469379978720099
2018-05-11 09:45:07,896 Target is: min: 0, max: 0
2018-05-11 09:45:07,896 --------------------------------------
2018-05-11 09:45:07,896 --------------------------------------
2018-05-11 09:45:07,896 Name is: layer4.0.bn1.bias
2018-05-11 09:45:07,896 Data is: min: -0.0011104330187663436, max: 0.0013012331910431385
2018-05-11 09:45:07,897 Grad is: min: -0.0002153873792849481, max: 0.00014315740554593503
2018-05-11 09:45:07,897 Target is: min: 0, max: 0
2018-05-11 09:45:07,897 --------------------------------------
2018-05-11 09:45:07,897 --------------------------------------
2018-05-11 09:45:07,897 Name is: layer4.0.conv2.weight
2018-05-11 09:45:07,898 Data is: min: -0.1046811193227768, max: 0.10680333524942398
2018-05-11 09:45:07,898 Grad is: min: -0.0004975476767867804, max: 0.00035287061473354697
2018-05-11 09:45:07,898 Target is: min: 0, max: 0
2018-05-11 09:45:07,898 --------------------------------------
2018-05-11 09:45:07,898 --------------------------------------
2018-05-11 09:45:07,898 Name is: layer4.0.bn2.weight
2018-05-11 09:45:07,899 Data is: min: 0.9988057613372803, max: 1.0012387037277222
2018-05-11 09:45:07,899 Grad is: min: -0.00022282199643086642, max: 0.0002587068302091211
2018-05-11 09:45:07,899 Target is: min: 0, max: 0
2018-05-11 09:45:07,899 --------------------------------------
2018-05-11 09:45:07,899 --------------------------------------
2018-05-11 09:45:07,899 Name is: layer4.0.bn2.bias
2018-05-11 09:45:07,900 Data is: min: -0.0012693492462858558, max: 0.0012753462651744485
2018-05-11 09:45:07,900 Grad is: min: -0.00020949606550857425, max: 0.0001504047540947795
2018-05-11 09:45:07,900 Target is: min: 0, max: 0
2018-05-11 09:45:07,900 --------------------------------------
2018-05-11 09:45:07,900 --------------------------------------
2018-05-11 09:45:07,900 Name is: layer4.0.conv3.weight
2018-05-11 09:45:07,901 Data is: min: -0.1578170359134674, max: 0.15749052166938782
2018-05-11 09:45:07,901 Grad is: min: -0.0003924555203411728, max: 0.0003508735098876059
2018-05-11 09:45:07,901 Target is: min: 0, max: 0
2018-05-11 09:45:07,901 --------------------------------------
2018-05-11 09:45:07,901 --------------------------------------
2018-05-11 09:45:07,901 Name is: layer4.0.bn3.weight
2018-05-11 09:45:07,902 Data is: min: 0.9987062215805054, max: 1.0013306140899658
2018-05-11 09:45:07,902 Grad is: min: -0.0004123399266973138, max: 0.0002497446839697659
2018-05-11 09:45:07,902 Target is: min: 0, max: 0
2018-05-11 09:45:07,902 --------------------------------------
2018-05-11 09:45:07,902 --------------------------------------
2018-05-11 09:45:07,902 Name is: layer4.0.bn3.bias
2018-05-11 09:45:07,903 Data is: min: -0.0012798849493265152, max: 0.0013135455083101988
2018-05-11 09:45:07,903 Grad is: min: -0.0005652752588503063, max: 0.0003977624583058059
2018-05-11 09:45:07,903 Target is: min: 0, max: 0
2018-05-11 09:45:07,903 --------------------------------------
2018-05-11 09:45:07,903 --------------------------------------
2018-05-11 09:45:07,903 Name is: layer4.0.downsample.0.weight
2018-05-11 09:45:07,904 Data is: min: -0.15027345716953278, max: 0.17900218069553375
2018-05-11 09:45:07,904 Grad is: min: -0.0002782140509225428, max: 0.0003316774091217667
2018-05-11 09:45:07,904 Target is: min: 0, max: 0
2018-05-11 09:45:07,904 --------------------------------------
2018-05-11 09:45:07,905 --------------------------------------
2018-05-11 09:45:07,905 Name is: layer4.0.downsample.1.weight
2018-05-11 09:45:07,905 Data is: min: 0.998712956905365, max: 1.001327633857727
2018-05-11 09:45:07,905 Grad is: min: -0.0004246626631356776, max: 0.00028838656726293266
2018-05-11 09:45:07,905 Target is: min: 0, max: 0
2018-05-11 09:45:07,905 --------------------------------------
2018-05-11 09:45:07,905 --------------------------------------
2018-05-11 09:45:07,906 Name is: layer4.0.downsample.1.bias
2018-05-11 09:45:07,906 Data is: min: -0.0012798849493265152, max: 0.0013135455083101988
2018-05-11 09:45:07,906 Grad is: min: -0.0005652752588503063, max: 0.0003977624583058059
2018-05-11 09:45:07,906 Target is: min: 0, max: 0
2018-05-11 09:45:07,906 --------------------------------------
2018-05-11 09:45:07,906 --------------------------------------
2018-05-11 09:45:07,907 Name is: layer4.1.conv1.weight
2018-05-11 09:45:07,907 Data is: min: -0.30679407715797424, max: 0.30336758494377136
2018-05-11 09:45:07,907 Grad is: min: -0.0001290185609832406, max: 0.000158757931785658
2018-05-11 09:45:07,907 Target is: min: 0, max: 0
2018-05-11 09:45:07,908 --------------------------------------
2018-05-11 09:45:07,908 --------------------------------------
2018-05-11 09:45:07,908 Name is: layer4.1.bn1.weight
2018-05-11 09:45:07,908 Data is: min: 0.9988229870796204, max: 1.0011560916900635
2018-05-11 09:45:07,908 Grad is: min: -0.00014936256047803909, max: 0.00016898999456316233
2018-05-11 09:45:07,908 Target is: min: 0, max: 0
2018-05-11 09:45:07,908 --------------------------------------
2018-05-11 09:45:07,909 --------------------------------------
2018-05-11 09:45:07,909 Name is: layer4.1.bn1.bias
2018-05-11 09:45:07,909 Data is: min: -0.0011490239994600415, max: 0.001232990762218833
2018-05-11 09:45:07,909 Grad is: min: -0.00017702589684631675, max: 0.0001637166424188763
2018-05-11 09:45:07,909 Target is: min: 0, max: 0
2018-05-11 09:45:07,909 --------------------------------------
2018-05-11 09:45:07,910 --------------------------------------
2018-05-11 09:45:07,910 Name is: layer4.1.conv2.weight
2018-05-11 09:45:07,910 Data is: min: -0.10309411585330963, max: 0.10979662835597992
2018-05-11 09:45:07,910 Grad is: min: -0.0004422860802151263, max: 0.00038448561099357903
2018-05-11 09:45:07,911 Target is: min: 0, max: 0
2018-05-11 09:45:07,911 --------------------------------------
2018-05-11 09:45:07,911 --------------------------------------
2018-05-11 09:45:07,911 Name is: layer4.1.bn2.weight
2018-05-11 09:45:07,911 Data is: min: 0.9987363815307617, max: 1.0012638568878174
2018-05-11 09:45:07,911 Grad is: min: -0.0001855486334534362, max: 0.0001893755979835987
2018-05-11 09:45:07,912 Target is: min: 0, max: 0
2018-05-11 09:45:07,912 --------------------------------------
2018-05-11 09:45:07,912 --------------------------------------
2018-05-11 09:45:07,912 Name is: layer4.1.bn2.bias
2018-05-11 09:45:07,912 Data is: min: -0.0012474498944357038, max: 0.0012748376466333866
2018-05-11 09:45:07,912 Grad is: min: -0.00019972295558545738, max: 0.0001188387832371518
2018-05-11 09:45:07,912 Target is: min: 0, max: 0
2018-05-11 09:45:07,913 --------------------------------------
2018-05-11 09:45:07,913 --------------------------------------
2018-05-11 09:45:07,913 Name is: layer4.1.conv3.weight
2018-05-11 09:45:07,913 Data is: min: -0.15332214534282684, max: 0.15465249121189117
2018-05-11 09:45:07,914 Grad is: min: -0.00038346744258888066, max: 0.0003662453673314303
2018-05-11 09:45:07,914 Target is: min: 0, max: 0
2018-05-11 09:45:07,914 --------------------------------------
2018-05-11 09:45:07,914 --------------------------------------
2018-05-11 09:45:07,914 Name is: layer4.1.bn3.weight
2018-05-11 09:45:07,914 Data is: min: 0.9987100958824158, max: 1.001309871673584
2018-05-11 09:45:07,915 Grad is: min: -0.0004434646398294717, max: 0.00029544931021519005
2018-05-11 09:45:07,915 Target is: min: 0, max: 0
2018-05-11 09:45:07,915 --------------------------------------
2018-05-11 09:45:07,915 --------------------------------------
2018-05-11 09:45:07,915 Name is: layer4.1.bn3.bias
2018-05-11 09:45:07,915 Data is: min: -0.0012734299525618553, max: 0.0013318231794983149
2018-05-11 09:45:07,915 Grad is: min: -0.0007109286962077022, max: 0.0005535053787752986
2018-05-11 09:45:07,916 Target is: min: 0, max: 0
2018-05-11 09:45:07,916 --------------------------------------
2018-05-11 09:45:07,916 --------------------------------------
2018-05-11 09:45:07,916 Name is: layer4.2.conv1.weight
2018-05-11 09:45:07,916 Data is: min: -0.3049488663673401, max: 0.32051438093185425
2018-05-11 09:45:07,917 Grad is: min: -8.976459503173828e-05, max: 9.799956751521677e-05
2018-05-11 09:45:07,917 Target is: min: 0, max: 0
2018-05-11 09:45:07,917 --------------------------------------
2018-05-11 09:45:07,917 --------------------------------------
2018-05-11 09:45:07,917 Name is: layer4.2.bn1.weight
2018-05-11 09:45:07,917 Data is: min: 0.9987697005271912, max: 1.0012080669403076
2018-05-11 09:45:07,918 Grad is: min: -0.0001213242721860297, max: 0.00011927814921364188
2018-05-11 09:45:07,918 Target is: min: 0, max: 0
2018-05-11 09:45:07,918 --------------------------------------
2018-05-11 09:45:07,918 --------------------------------------
2018-05-11 09:45:07,918 Name is: layer4.2.bn1.bias
2018-05-11 09:45:07,918 Data is: min: -0.0011798138730227947, max: 0.0012682053493335843
2018-05-11 09:45:07,919 Grad is: min: -0.00013547760318033397, max: 9.606003732187673e-05
2018-05-11 09:45:07,919 Target is: min: 0, max: 0
2018-05-11 09:45:07,919 --------------------------------------
2018-05-11 09:45:07,919 --------------------------------------
2018-05-11 09:45:07,919 Name is: layer4.2.conv2.weight
2018-05-11 09:45:07,919 Data is: min: -0.10739625245332718, max: 0.10319646447896957
2018-05-11 09:45:07,920 Grad is: min: -0.0002810872974805534, max: 0.0002677378652151674
2018-05-11 09:45:07,920 Target is: min: 0, max: 0
2018-05-11 09:45:07,920 --------------------------------------
2018-05-11 09:45:07,920 --------------------------------------
2018-05-11 09:45:07,920 Name is: layer4.2.bn2.weight
2018-05-11 09:45:07,921 Data is: min: 0.9987245798110962, max: 1.0012990236282349
2018-05-11 09:45:07,921 Grad is: min: -0.00018213824660051614, max: 0.00014462599938269705
2018-05-11 09:45:07,921 Target is: min: 0, max: 0
2018-05-11 09:45:07,921 --------------------------------------
2018-05-11 09:45:07,921 --------------------------------------
2018-05-11 09:45:07,921 Name is: layer4.2.bn2.bias
2018-05-11 09:45:07,921 Data is: min: -0.0012579767499119043, max: 0.0012812127824872732
2018-05-11 09:45:07,922 Grad is: min: -0.00016089354176074266, max: 9.599811892258003e-05
2018-05-11 09:45:07,922 Target is: min: 0, max: 0
2018-05-11 09:45:07,922 --------------------------------------
2018-05-11 09:45:07,922 --------------------------------------
2018-05-11 09:45:07,922 Name is: layer4.2.conv3.weight
2018-05-11 09:45:07,923 Data is: min: -0.1614917814731598, max: 0.15575557947158813
2018-05-11 09:45:07,923 Grad is: min: -0.00031045699142850935, max: 0.00031253183260560036
2018-05-11 09:45:07,923 Target is: min: 0, max: 0
2018-05-11 09:45:07,923 --------------------------------------
2018-05-11 09:45:07,923 --------------------------------------
2018-05-11 09:45:07,923 Name is: layer4.2.bn3.weight
2018-05-11 09:45:07,924 Data is: min: 0.9987411499023438, max: 1.001350998878479
2018-05-11 09:45:07,924 Grad is: min: -0.000439765106420964, max: 0.0002481298870407045
2018-05-11 09:45:07,924 Target is: min: 0, max: 0
2018-05-11 09:45:07,924 --------------------------------------
2018-05-11 09:45:07,924 --------------------------------------
2018-05-11 09:45:07,924 Name is: layer4.2.bn3.bias
2018-05-11 09:45:07,925 Data is: min: -0.0012697495985776186, max: 0.001339078531600535
2018-05-11 09:45:07,925 Grad is: min: -0.0008595808176323771, max: 0.0007707332260906696
2018-05-11 09:45:07,925 Target is: min: 0, max: 0
2018-05-11 09:45:07,925 --------------------------------------
2018-05-11 09:45:07,925 --------------------------------------
2018-05-11 09:45:07,925 Name is: fc.weight
2018-05-11 09:45:07,926 Data is: min: -0.023384295403957367, max: 0.023363497108221054
2018-05-11 09:45:07,926 Grad is: min: -0.06448949873447418, max: 0.0012438311241567135
2018-05-11 09:45:07,926 Target is: min: 0, max: 0
2018-05-11 09:45:07,926 --------------------------------------
2018-05-11 09:45:07,926 --------------------------------------
2018-05-11 09:45:07,926 Name is: fc.bias
2018-05-11 09:45:07,927 Data is: min: -0.022562755271792412, max: 0.020773375406861305
2018-05-11 09:45:07,927 Grad is: min: -0.04454005882143974, max: 0.0008384521352127194
2018-05-11 09:45:07,927 Target is: min: 0, max: 0
2018-05-11 09:45:07,927 --------------------------------------
2018-05-11 09:45:07,927 -- RUNNING_LOSS: 0.04557111859321594
2018-05-11 09:45:07,927 -- ITERATION: 14
2018-05-11 09:45:08,012 --------------------------------------
2018-05-11 09:45:08,012 Name is: conv1.weight
2018-05-11 09:45:08,013 Data is: min: -0.10916295647621155, max: 0.09902677685022354
2018-05-11 09:45:08,013 Grad is: min: -0.19716548919677734, max: 0.2206873744726181
2018-05-11 09:45:08,014 Target is: min: 0, max: 0
2018-05-11 09:45:08,014 --------------------------------------
2018-05-11 09:45:08,014 --------------------------------------
2018-05-11 09:45:08,014 Name is: bn1.weight
2018-05-11 09:45:08,014 Data is: min: 0.9992965459823608, max: 1.0006942749023438
2018-05-11 09:45:08,015 Grad is: min: -0.0127000343054533, max: 0.01994507946074009
2018-05-11 09:45:08,015 Target is: min: 0, max: 0
2018-05-11 09:45:08,015 --------------------------------------
2018-05-11 09:45:08,015 --------------------------------------
2018-05-11 09:45:08,016 Name is: bn1.bias
2018-05-11 09:45:08,016 Data is: min: -0.0006813998334109783, max: 0.0007698449771851301
2018-05-11 09:45:08,016 Grad is: min: -0.008978188037872314, max: 0.011455297470092773
2018-05-11 09:45:08,017 Target is: min: 0, max: 0
2018-05-11 09:45:08,017 --------------------------------------
2018-05-11 09:45:08,017 --------------------------------------
2018-05-11 09:45:08,017 Name is: layer1.0.conv1.weight
2018-05-11 09:45:08,017 Data is: min: -0.6506127715110779, max: 0.5569763779640198
2018-05-11 09:45:08,018 Grad is: min: -0.024740327149629593, max: 0.018055384978652
2018-05-11 09:45:08,018 Target is: min: 0, max: 0
2018-05-11 09:45:08,018 --------------------------------------
2018-05-11 09:45:08,018 --------------------------------------
2018-05-11 09:45:08,018 Name is: layer1.0.bn1.weight
2018-05-11 09:45:08,019 Data is: min: 0.9991161227226257, max: 1.0009222030639648
2018-05-11 09:45:08,019 Grad is: min: -0.010773476213216782, max: 0.016343435272574425
2018-05-11 09:45:08,019 Target is: min: 0, max: 0
2018-05-11 09:45:08,020 --------------------------------------
2018-05-11 09:45:08,020 --------------------------------------
2018-05-11 09:45:08,020 Name is: layer1.0.bn1.bias
2018-05-11 09:45:08,020 Data is: min: -0.000915893295314163, max: 0.0007179057574830949
2018-05-11 09:45:08,021 Grad is: min: -0.007297564297914505, max: 0.010153025388717651
2018-05-11 09:45:08,021 Target is: min: 0, max: 0
2018-05-11 09:45:08,021 --------------------------------------
2018-05-11 09:45:08,021 --------------------------------------
2018-05-11 09:45:08,021 Name is: layer1.0.conv2.weight
2018-05-11 09:45:08,022 Data is: min: -0.2383757084608078, max: 0.216578409075737
2018-05-11 09:45:08,022 Grad is: min: -0.018112221732735634, max: 0.016104020178318024
2018-05-11 09:45:08,022 Target is: min: 0, max: 0
2018-05-11 09:45:08,022 --------------------------------------
2018-05-11 09:45:08,023 --------------------------------------
2018-05-11 09:45:08,023 Name is: layer1.0.bn2.weight
2018-05-11 09:45:08,023 Data is: min: 0.9991320371627808, max: 1.0009320974349976
2018-05-11 09:45:08,023 Grad is: min: -0.009675000794231892, max: 0.0099886329844594
2018-05-11 09:45:08,024 Target is: min: 0, max: 0
2018-05-11 09:45:08,024 --------------------------------------
2018-05-11 09:45:08,024 --------------------------------------
2018-05-11 09:45:08,024 Name is: layer1.0.bn2.bias
2018-05-11 09:45:08,024 Data is: min: -0.0009167577954940498, max: 0.000884350563865155
2018-05-11 09:45:08,025 Grad is: min: -0.007354233413934708, max: 0.008930230513215065
2018-05-11 09:45:08,025 Target is: min: 0, max: 0
2018-05-11 09:45:08,025 --------------------------------------
2018-05-11 09:45:08,025 --------------------------------------
2018-05-11 09:45:08,025 Name is: layer1.0.conv3.weight
2018-05-11 09:45:08,026 Data is: min: -0.3405824899673462, max: 0.3544709384441376
2018-05-11 09:45:08,026 Grad is: min: -0.012733553536236286, max: 0.01307874545454979
2018-05-11 09:45:08,026 Target is: min: 0, max: 0
2018-05-11 09:45:08,026 --------------------------------------
2018-05-11 09:45:08,027 --------------------------------------
2018-05-11 09:45:08,027 Name is: layer1.0.bn3.weight
2018-05-11 09:45:08,027 Data is: min: 0.9988806843757629, max: 1.0010781288146973
2018-05-11 09:45:08,028 Grad is: min: -0.006157028954476118, max: 0.005300374235957861
2018-05-11 09:45:08,028 Target is: min: 0, max: 0
2018-05-11 09:45:08,028 --------------------------------------
2018-05-11 09:45:08,028 --------------------------------------
2018-05-11 09:45:08,028 Name is: layer1.0.bn3.bias
2018-05-11 09:45:08,029 Data is: min: -0.001035186112858355, max: 0.0009349618921987712
2018-05-11 09:45:08,029 Grad is: min: -0.00310619012452662, max: 0.004072155803442001
2018-05-11 09:45:08,029 Target is: min: 0, max: 0
2018-05-11 09:45:08,029 --------------------------------------
2018-05-11 09:45:08,029 --------------------------------------
2018-05-11 09:45:08,030 Name is: layer1.0.downsample.0.weight
2018-05-11 09:45:08,030 Data is: min: -0.3623986840248108, max: 0.35221031308174133
2018-05-11 09:45:08,030 Grad is: min: -0.014308211393654346, max: 0.017617668956518173
2018-05-11 09:45:08,031 Target is: min: 0, max: 0
2018-05-11 09:45:08,031 --------------------------------------
2018-05-11 09:45:08,031 --------------------------------------
2018-05-11 09:45:08,031 Name is: layer1.0.downsample.1.weight
2018-05-11 09:45:08,031 Data is: min: 0.9991011619567871, max: 1.0009877681732178
2018-05-11 09:45:08,032 Grad is: min: -0.005007109139114618, max: 0.005372568964958191
2018-05-11 09:45:08,032 Target is: min: 0, max: 0
2018-05-11 09:45:08,032 --------------------------------------
2018-05-11 09:45:08,032 --------------------------------------
2018-05-11 09:45:08,032 Name is: layer1.0.downsample.1.bias
2018-05-11 09:45:08,033 Data is: min: -0.001035186112858355, max: 0.0009349618921987712
2018-05-11 09:45:08,033 Grad is: min: -0.00310619012452662, max: 0.004072155803442001
2018-05-11 09:45:08,033 Target is: min: 0, max: 0
2018-05-11 09:45:08,033 --------------------------------------
2018-05-11 09:45:08,033 --------------------------------------
2018-05-11 09:45:08,034 Name is: layer1.1.conv1.weight
2018-05-11 09:45:08,034 Data is: min: -0.739353597164154, max: 0.6868695616722107
2018-05-11 09:45:08,034 Grad is: min: -0.005425737705081701, max: 0.008927534334361553
2018-05-11 09:45:08,035 Target is: min: 0, max: 0
2018-05-11 09:45:08,035 --------------------------------------
2018-05-11 09:45:08,035 --------------------------------------
2018-05-11 09:45:08,035 Name is: layer1.1.bn1.weight
2018-05-11 09:45:08,035 Data is: min: 0.999061644077301, max: 1.0009760856628418
2018-05-11 09:45:08,036 Grad is: min: -0.00526333088055253, max: 0.006025549024343491
2018-05-11 09:45:08,036 Target is: min: 0, max: 0
2018-05-11 09:45:08,036 --------------------------------------
2018-05-11 09:45:08,036 --------------------------------------
2018-05-11 09:45:08,036 Name is: layer1.1.bn1.bias
2018-05-11 09:45:08,037 Data is: min: -0.0009310479508712888, max: 0.0009075072011910379
2018-05-11 09:45:08,037 Grad is: min: -0.003927404526621103, max: 0.005030354950577021
2018-05-11 09:45:08,037 Target is: min: 0, max: 0
2018-05-11 09:45:08,037 --------------------------------------
2018-05-11 09:45:08,037 --------------------------------------
2018-05-11 09:45:08,037 Name is: layer1.1.conv2.weight
2018-05-11 09:45:08,038 Data is: min: -0.26028773188591003, max: 0.22574426233768463
2018-05-11 09:45:08,038 Grad is: min: -0.009199515916407108, max: 0.010738980025053024
2018-05-11 09:45:08,038 Target is: min: 0, max: 0
2018-05-11 09:45:08,039 --------------------------------------
2018-05-11 09:45:08,039 --------------------------------------
2018-05-11 09:45:08,039 Name is: layer1.1.bn2.weight
2018-05-11 09:45:08,039 Data is: min: 0.998951256275177, max: 1.000862956047058
2018-05-11 09:45:08,040 Grad is: min: -0.006380649749189615, max: 0.006323876790702343
2018-05-11 09:45:08,040 Target is: min: 0, max: 0
2018-05-11 09:45:08,040 --------------------------------------
2018-05-11 09:45:08,040 --------------------------------------
2018-05-11 09:45:08,040 Name is: layer1.1.bn2.bias
2018-05-11 09:45:08,041 Data is: min: -0.0008456396753899753, max: 0.0008447078871540725
2018-05-11 09:45:08,041 Grad is: min: -0.005170270334929228, max: 0.004961379803717136
2018-05-11 09:45:08,041 Target is: min: 0, max: 0
2018-05-11 09:45:08,041 --------------------------------------
2018-05-11 09:45:08,041 --------------------------------------
2018-05-11 09:45:08,041 Name is: layer1.1.conv3.weight
2018-05-11 09:45:08,042 Data is: min: -0.37159979343414307, max: 0.3655069172382355
2018-05-11 09:45:08,042 Grad is: min: -0.007724483963102102, max: 0.008315077982842922
2018-05-11 09:45:08,042 Target is: min: 0, max: 0
2018-05-11 09:45:08,043 --------------------------------------
2018-05-11 09:45:08,043 --------------------------------------
2018-05-11 09:45:08,043 Name is: layer1.1.bn3.weight
2018-05-11 09:45:08,043 Data is: min: 0.9988932013511658, max: 1.0009679794311523
2018-05-11 09:45:08,044 Grad is: min: -0.0025897142477333546, max: 0.002452313667163253
2018-05-11 09:45:08,044 Target is: min: 0, max: 0
2018-05-11 09:45:08,044 --------------------------------------
2018-05-11 09:45:08,044 --------------------------------------
2018-05-11 09:45:08,044 Name is: layer1.1.bn3.bias
2018-05-11 09:45:08,044 Data is: min: -0.0010933664161711931, max: 0.0010777035495266318
2018-05-11 09:45:08,045 Grad is: min: -0.001973709324374795, max: 0.00224769813939929
2018-05-11 09:45:08,045 Target is: min: 0, max: 0
2018-05-11 09:45:08,045 --------------------------------------
2018-05-11 09:45:08,045 --------------------------------------
2018-05-11 09:45:08,045 Name is: layer1.2.conv1.weight
2018-05-11 09:45:08,046 Data is: min: -0.7300333380699158, max: 0.7824398875236511
2018-05-11 09:45:08,046 Grad is: min: -0.003855457529425621, max: 0.005057225935161114
2018-05-11 09:45:08,046 Target is: min: 0, max: 0
2018-05-11 09:45:08,046 --------------------------------------
2018-05-11 09:45:08,046 --------------------------------------
2018-05-11 09:45:08,047 Name is: layer1.2.bn1.weight
2018-05-11 09:45:08,047 Data is: min: 0.9988857507705688, max: 1.000796914100647
2018-05-11 09:45:08,047 Grad is: min: -0.004399550147354603, max: 0.0038290300872176886
2018-05-11 09:45:08,047 Target is: min: 0, max: 0
2018-05-11 09:45:08,047 --------------------------------------
2018-05-11 09:45:08,048 --------------------------------------
2018-05-11 09:45:08,048 Name is: layer1.2.bn1.bias
2018-05-11 09:45:08,048 Data is: min: -0.0008130220230668783, max: 0.0007588585722260177
2018-05-11 09:45:08,048 Grad is: min: -0.004829689860343933, max: 0.0036022476851940155
2018-05-11 09:45:08,049 Target is: min: 0, max: 0
2018-05-11 09:45:08,049 --------------------------------------
2018-05-11 09:45:08,049 --------------------------------------
2018-05-11 09:45:08,049 Name is: layer1.2.conv2.weight
2018-05-11 09:45:08,049 Data is: min: -0.2402622252702713, max: 0.22534394264221191
2018-05-11 09:45:08,050 Grad is: min: -0.0057646408677101135, max: 0.00672070262953639
2018-05-11 09:45:08,050 Target is: min: 0, max: 0
2018-05-11 09:45:08,050 --------------------------------------
2018-05-11 09:45:08,050 --------------------------------------
2018-05-11 09:45:08,050 Name is: layer1.2.bn2.weight
2018-05-11 09:45:08,050 Data is: min: 0.9991346597671509, max: 1.0009706020355225
2018-05-11 09:45:08,051 Grad is: min: -0.0037582723889499903, max: 0.0027409354224801064
2018-05-11 09:45:08,051 Target is: min: 0, max: 0
2018-05-11 09:45:08,051 --------------------------------------
2018-05-11 09:45:08,051 --------------------------------------
2018-05-11 09:45:08,051 Name is: layer1.2.bn2.bias
2018-05-11 09:45:08,052 Data is: min: -0.0008106007589958608, max: 0.0007651930209249258
2018-05-11 09:45:08,052 Grad is: min: -0.00205129012465477, max: 0.002875001635402441
2018-05-11 09:45:08,052 Target is: min: 0, max: 0
2018-05-11 09:45:08,052 --------------------------------------
2018-05-11 09:45:08,052 --------------------------------------
2018-05-11 09:45:08,053 Name is: layer1.2.conv3.weight
2018-05-11 09:45:08,053 Data is: min: -0.3463006615638733, max: 0.3582495152950287
2018-05-11 09:45:08,053 Grad is: min: -0.005224558990448713, max: 0.004714816343039274
2018-05-11 09:45:08,053 Target is: min: 0, max: 0
2018-05-11 09:45:08,054 --------------------------------------
2018-05-11 09:45:08,054 --------------------------------------
2018-05-11 09:45:08,054 Name is: layer1.2.bn3.weight
2018-05-11 09:45:08,054 Data is: min: 0.9989999532699585, max: 1.0009208917617798
2018-05-11 09:45:08,054 Grad is: min: -0.0017105045262724161, max: 0.0017201572190970182
2018-05-11 09:45:08,055 Target is: min: 0, max: 0
2018-05-11 09:45:08,055 --------------------------------------
2018-05-11 09:45:08,055 --------------------------------------
2018-05-11 09:45:08,055 Name is: layer1.2.bn3.bias
2018-05-11 09:45:08,055 Data is: min: -0.0010522744851186872, max: 0.0010130858281627297
2018-05-11 09:45:08,056 Grad is: min: -0.0009974376298487186, max: 0.0011348020052537322
2018-05-11 09:45:08,056 Target is: min: 0, max: 0
2018-05-11 09:45:08,056 --------------------------------------
2018-05-11 09:45:08,056 --------------------------------------
2018-05-11 09:45:08,056 Name is: layer2.0.conv1.weight
2018-05-11 09:45:08,057 Data is: min: -0.488669216632843, max: 0.526649534702301
2018-05-11 09:45:08,057 Grad is: min: -0.003684593364596367, max: 0.003073703497648239
2018-05-11 09:45:08,057 Target is: min: 0, max: 0
2018-05-11 09:45:08,057 --------------------------------------
2018-05-11 09:45:08,057 --------------------------------------
2018-05-11 09:45:08,057 Name is: layer2.0.bn1.weight
2018-05-11 09:45:08,058 Data is: min: 0.9988850355148315, max: 1.0011500120162964
2018-05-11 09:45:08,058 Grad is: min: -0.0024946408811956644, max: 0.0022454799618571997
2018-05-11 09:45:08,058 Target is: min: 0, max: 0
2018-05-11 09:45:08,058 --------------------------------------
2018-05-11 09:45:08,058 --------------------------------------
2018-05-11 09:45:08,058 Name is: layer2.0.bn1.bias
2018-05-11 09:45:08,059 Data is: min: -0.0008929054019972682, max: 0.0008122019935399294
2018-05-11 09:45:08,059 Grad is: min: -0.002373393625020981, max: 0.002592859324067831
2018-05-11 09:45:08,059 Target is: min: 0, max: 0
2018-05-11 09:45:08,059 --------------------------------------
2018-05-11 09:45:08,060 --------------------------------------
2018-05-11 09:45:08,060 Name is: layer2.0.conv2.weight
2018-05-11 09:45:08,060 Data is: min: -0.18655399978160858, max: 0.17100180685520172
2018-05-11 09:45:08,060 Grad is: min: -0.004122365731745958, max: 0.003957824781537056
2018-05-11 09:45:08,060 Target is: min: 0, max: 0
2018-05-11 09:45:08,061 --------------------------------------
2018-05-11 09:45:08,061 --------------------------------------
2018-05-11 09:45:08,061 Name is: layer2.0.bn2.weight
2018-05-11 09:45:08,061 Data is: min: 0.9987995028495789, max: 1.0009618997573853
2018-05-11 09:45:08,061 Grad is: min: -0.002645196160301566, max: 0.0035862119402736425
2018-05-11 09:45:08,062 Target is: min: 0, max: 0
2018-05-11 09:45:08,062 --------------------------------------
2018-05-11 09:45:08,062 --------------------------------------
2018-05-11 09:45:08,062 Name is: layer2.0.bn2.bias
2018-05-11 09:45:08,062 Data is: min: -0.001080464688129723, max: 0.0008040748653002083
2018-05-11 09:45:08,063 Grad is: min: -0.0021181709598749876, max: 0.0016059165354818106
2018-05-11 09:45:08,063 Target is: min: 0, max: 0
2018-05-11 09:45:08,063 --------------------------------------
2018-05-11 09:45:08,063 --------------------------------------
2018-05-11 09:45:08,063 Name is: layer2.0.conv3.weight
2018-05-11 09:45:08,063 Data is: min: -0.2672192454338074, max: 0.2476944774389267
2018-05-11 09:45:08,064 Grad is: min: -0.0031430236995220184, max: 0.0028654569759964943
2018-05-11 09:45:08,064 Target is: min: 0, max: 0
2018-05-11 09:45:08,064 --------------------------------------
2018-05-11 09:45:08,064 --------------------------------------
2018-05-11 09:45:08,064 Name is: layer2.0.bn3.weight
2018-05-11 09:45:08,065 Data is: min: 0.9987966418266296, max: 1.0010892152786255
2018-05-11 09:45:08,065 Grad is: min: -0.0015024278545752168, max: 0.0015719047514721751
2018-05-11 09:45:08,065 Target is: min: 0, max: 0
2018-05-11 09:45:08,065 --------------------------------------
2018-05-11 09:45:08,065 --------------------------------------
2018-05-11 09:45:08,065 Name is: layer2.0.bn3.bias
2018-05-11 09:
View raw

(Sorry about that, but we can’t show files that are this big right now.)

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment