Skip to content

Instantly share code, notes, and snippets.

@jubeenshah

jubeenshah/Exception

Last active November 20, 2017 04:50
Show Gist options
  • Save jubeenshah/96d41c81a8d67c2f8dcc275c42b49c6a to your computer and use it in GitHub Desktop.
Save jubeenshah/96d41c81a8d67c2f8dcc275c42b49c6a to your computer and use it in GitHub Desktop.
Download ZIP
Deep Detect Exception
Raw
Exception
What I think the error is that the docker being used with beniz/deepdetect_gpu is not compatible with 1080Ti, since it is of pascal architecture. The issue can be resolved by pulling the beniz/deepdetect_gpu_pascal and trying to train the model again.
However, I'm unable to download the deepdetect_gpu_pascal, when I pull the docker image.
latest: Pulling from beniz/deepdetect_gpu_pascal
c62795f78da9: Already exists
d4fceeeb758e: Already exists
5c9125a401ae: Already exists
0062f774e994: Already exists
6b33fd031fac: Already exists
7ab5dd833cf2: Already exists
df9cc763fcde: Already exists
9b0174a3640e: Already exists
1efd10acdd72: Already exists
f77b671e3092: Already exists
93841aa6fe81: Pulling fs layer
78c0dd10bf14: Pulling fs layer
4e7be227c881: Pulling fs layer
e851996ea083: Waiting
0ad1cfd9472c: Waiting
90e656e06778: Waiting
5fc08fd097d3: Waiting
755422303b08: Waiting
70ef43e24b29: Waiting
69c0aa69900b: Waiting
53dcd5951266: Waiting
e37347616b60: Waiting
220853f5735c: Waiting
37d565e4b79e: Waiting
bbde5a1f8295: Waiting
47679c79d817: Waiting
e772b66f8315: Waiting
0a9a4b99256c: Waiting
c3291501f948: Waiting
1e2fa8bfa41b: Waiting
a56631e676d2: Waiting
1b275d4d52cd: Waiting
error pulling image configuration: Get https://dseasb33srnrn.cloudfront.net/registry-v2/docker/registry/v2/blobs/sha256/13/139d1798ed9609c789d5727db5b8c2843c0335087680c332fb8b01a61c42d4a5/data?Expires=1511154536&Signature=jO6idXL~LYlxPoaLoDLDUqPOoUv2ME8h-ks7JWv5YAIdEqDa1ITs-VquBbSLBY5cqJAV-2dpBXMhbG5-NPOC-8wnCgSQnXGpkf3gcsx09QlitQP0qtQ8MRRGRhdD2zJTJGrZXJ1t~XtwXa4pV8w0wPcikEYJGTvFR8EAKpzZXDQ_&Key-Pair-Id=APKAJECH5M7VWIS5YZ6Q: dial tcp: lookup dseasb33srnrn.cloudfront.net on 127.0.1.1:53: read udp 127.0.0.1:55405->127.0.1.1:53: i/o timeout
root@ubuntu:/home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/build#
System Information
Base Board Information
Manufacturer: ASUSTeK COMPUTER INC.
Product Name: PRIME X299-DELUXE
Version: Rev 1.xx
Processor Information
Socket Designation: CPU0
Type: Central Processor
Family: Xeon
Manufacturer: Intel(R) Corporation
ID: 54 06 05 00 FF FB EB BF
Signature: Type 0, Family 6, Model 85, Stepping 4
Flags:
FPU (Floating-point unit on-chip)
VME (Virtual mode extension)
DE (Debugging extension)
PSE (Page size extension)
TSC (Time stamp counter)
MSR (Model specific registers)
PAE (Physical address extension)
MCE (Machine check exception)
CX8 (CMPXCHG8 instruction supported)
APIC (On-chip APIC hardware supported)
SEP (Fast system call)
MTRR (Memory type range registers)
PGE (Page global enable)
MCA (Machine check architecture)
CMOV (Conditional move instruction supported)
PAT (Page attribute table)
PSE-36 (36-bit page size extension)
CLFSH (CLFLUSH instruction supported)
DS (Debug store)
ACPI (ACPI supported)
MMX (MMX technology supported)
FXSR (FXSAVE and FXSTOR instructions supported)
SSE (Streaming SIMD extensions)
SSE2 (Streaming SIMD extensions 2)
SS (Self-snoop)
HTT (Multi-threading)
TM (Thermal monitor supported)
PBE (Pending break enabled)
Version: Intel(R) Core(TM) i9-7920X CPU @ 2.90GHz
Voltage: 1.6 V
External Clock: 100 MHz
Max Speed: 4000 MHz
Current Speed: 2900 MHz
Status: Populated, Enabled
Upgrade: Other
Serial Number: Not Specified
Asset Tag: UNKNOWN
Part Number: Not Specified
Core Count: 12
Core Enabled: 12
Thread Count: 24
Characteristics:
64-bit capable
Multi-Core
Hardware Thread
Execute Protection
Enhanced Virtualization
Power/Performance Control
Nvidia-smi
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 384.98 Driver Version: 384.98 |
|-------------------------------+----------------------+----------------------+
| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
|===============================+======================+======================|
| 0 GeForce GTX 108... Off | 00000000:41:00.0 On | N/A |
| 0% 47C P8 20W / 250W | 629MiB / 11169MiB | 1% Default |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: GPU Memory |
| GPU PID Type Process name Usage |
|=============================================================================|
| 0 1305 G /usr/lib/xorg/Xorg 212MiB |
| 0 2343 G compiz 179MiB |
| 0 3181 G /usr/lib/firefox/firefox 8MiB |
| 0 3358 G /usr/lib/firefox/firefox 8MiB |
| 0 17381 C ./main/dede 215MiB |
+-----------------------------------------------------------------------------+
//Call Made to start the server
ubuntu@ubuntu:~$ cd Documents/Jubeen/deepdetect/deepdetect/build/
ubuntu@ubuntu:~/Documents/Jubeen/deepdetect/deepdetect/build$ ./main/dede
//Output from Server
DeepDetect [ commit ab7bae2b9a0b994efeb95be4aa836385beccd6f8 ]
INFO - 09:28:55 - Running DeepDetect HTTP server on localhost:8080
// Call Made to Start the service on deepdetect
curl -X PUT "http://localhost:8080/services/cosmos_image_classification_3569" -d '{
"mllib":"caffe",
"description":"COSMOS - Image Classifier_3569",
"type":"supervised",
"parameters":{
"input":{
"connector":"image",
"width":224,
"height":224
},
"mllib":{
"template":"googlenet",
"nclasses":12
}
},
"model":{
"templates":"/home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/templates/caffe",
"repository":"/home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository"
}
}'
//CLI Output
{"status":{"code":201,"msg":"Created"}}
// Server Output
WARNING: Logging before InitGoogleLogging() is written to STDERR
I1120 09:32:23.031066 17381 caffelib.cc:131] instantiating model template googlenet
I1120 09:32:23.031118 17381 caffelib.cc:135] source=/home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/templates/caffe/googlenet/
I1120 09:32:23.031124 17381 caffelib.cc:136] dest=/home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/googlenet.prototxt
INFO - 09:32:23 - Mon Nov 20 09:32:23 2017 IST - 127.0.0.1 "PUT /services/cosmos_image_classification_3569" 201 730
// Call Made to Start the training on cosmos_image_classification_3569
curl -X POST "http://localhost:8080/train" -d '{
"service":"cosmos_image_classification_3569",
"async":true,
"parameters":{
"mllib":{
"gpu":true,
"net":{
"batch_size":8
},
"solver":{
"test_interval":500,
"iterations":30000,
"base_lr":0.001,
"stepsize":1000,
"gamma":0.9
}
},
"input":{
"connector":
"image",
"test_split":0.1,
"shuffle":true,
"width":224,
"height":224
},
"output":{
"measure":["acc","mcll","f1"]
}
},
"data":["/home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/imgnet"]
}'
// CLI Output
{"status":{"code":201,"msg":"Created"},"head":{"method":"/train","job":1,"status":"running"}}
//Server Output
INFO - 09:35:22 - Mon Nov 20 09:35:22 2017 IST - 127.0.0.1 "POST /train" 201 0
WARNING - 09:35:22 - image db file /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/train.lmdb already exists, bypassing creation but checking on records
INFO - 09:35:22 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/train.lmdb
WARNING - 09:35:22 - image db file /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/train.lmdb with 11012 records
WARNING - 09:35:22 - image db file /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/test.lmdb already exists, bypassing creation but checking on records
INFO - 09:35:22 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/test.lmdb
WARNING - 09:35:22 - image db file /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/test.lmdb with 1224 records
WARNING - 09:35:22 - image mean file /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/mean.binaryproto already exists, bypassing creation
INFO - 09:35:22 - Number of channels: 3
INFO - 09:35:22 - mean_value channel [0]:127.951
INFO - 09:35:22 - mean_value channel [1]:135.79
I1120 09:35:22.153230 17453 caffelib.cc:1849] user batch_size=8 / inputc batch_size=11012
I1120 09:35:22.153275 17453 caffelib.cc:1893] batch_size=4 / test_batch_size=8 / test_iter=153
INFO - 09:35:22 - mean_value channel [2]:123.577
INFO - 09:35:22 - Initializing solver from parameters:
INFO - 09:35:22 - Creating training net specified in net_param.
INFO - 09:35:22 - The NetState phase (0) differed from the phase (1) specified by a rule in layer googlenet
INFO - 09:35:22 - The NetState phase (0) differed from the phase (1) specified by a rule in layer loss1/top-1
INFO - 09:35:22 - The NetState phase (0) differed from the phase (1) specified by a rule in layer loss1/top-5
INFO - 09:35:22 - The NetState phase (0) differed from the phase (1) specified by a rule in layer loss2/top-1
INFO - 09:35:22 - The NetState phase (0) differed from the phase (1) specified by a rule in layer loss2/top-5
INFO - 09:35:22 - The NetState phase (0) differed from the phase (1) specified by a rule in layer loss3/top-1
INFO - 09:35:22 - The NetState phase (0) differed from the phase (1) specified by a rule in layer probt
INFO - 09:35:22 - Initializing net from parameters:
INFO - 09:35:22 - Creating layer / name=data / type=Data
INFO - 09:35:22 - Creating Layer data
INFO - 09:35:22 - data -> data
INFO - 09:35:22 - data -> label
INFO - 09:35:22 - Loading mean file from: /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/mean.binaryproto
INFO - 09:35:22 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect/model/repository/train.lmdb
INFO - 09:35:22 - output data size: 8,3,224,224
INFO - 09:35:22 - Setting up data
INFO - 09:35:22 - Top shape: 8 3 224 224 (1204224)
INFO - 09:35:22 - Top shape: 8 (8)
INFO - 09:35:22 - Memory required for data: 4816928
INFO - 09:35:22 - Creating layer / name=label_data_1_split / type=Split
INFO - 09:35:22 - Creating Layer label_data_1_split
INFO - 09:35:22 - label_data_1_split <- label
INFO - 09:35:22 - label_data_1_split -> label_data_1_split_0
INFO - 09:35:22 - label_data_1_split -> label_data_1_split_1
INFO - 09:35:22 - label_data_1_split -> label_data_1_split_2
INFO - 09:35:22 - Setting up label_data_1_split
INFO - 09:35:22 - Top shape: 8 (8)
INFO - 09:35:22 - Top shape: 8 (8)
INFO - 09:35:22 - Top shape: 8 (8)
INFO - 09:35:22 - Memory required for data: 4817024
INFO - 09:35:22 - Creating layer / name=conv1/7x7_s2 / type=Convolution
INFO - 09:35:22 - Creating Layer conv1/7x7_s2
INFO - 09:35:22 - conv1/7x7_s2 <- data
INFO - 09:35:22 - conv1/7x7_s2 -> conv1/7x7_s2
INFO - 09:35:22 - Setting up conv1/7x7_s2
INFO - 09:35:22 - Top shape: 8 64 112 112 (6422528)
INFO - 09:35:22 - Memory required for data: 30507136
INFO - 09:35:22 - Creating layer / name=conv1/relu_7x7 / type=ReLU
INFO - 09:35:22 - Creating Layer conv1/relu_7x7
INFO - 09:35:22 - conv1/relu_7x7 <- conv1/7x7_s2
INFO - 09:35:22 - conv1/relu_7x7 -> conv1/7x7_s2 (in-place)
INFO - 09:35:22 - Setting up conv1/relu_7x7
INFO - 09:35:22 - Top shape: 8 64 112 112 (6422528)
INFO - 09:35:22 - Memory required for data: 56197248
INFO - 09:35:22 - Creating layer / name=pool1/3x3_s2 / type=Pooling
INFO - 09:35:22 - Creating Layer pool1/3x3_s2
INFO - 09:35:22 - pool1/3x3_s2 <- conv1/7x7_s2
INFO - 09:35:22 - pool1/3x3_s2 -> pool1/3x3_s2
INFO - 09:35:22 - Setting up pool1/3x3_s2
INFO - 09:35:22 - Top shape: 8 64 56 56 (1605632)
INFO - 09:35:22 - Memory required for data: 62619776
INFO - 09:35:22 - Creating layer / name=pool1/norm1 / type=LRN
INFO - 09:35:22 - Creating Layer pool1/norm1
INFO - 09:35:22 - pool1/norm1 <- pool1/3x3_s2
INFO - 09:35:22 - pool1/norm1 -> pool1/norm1
INFO - 09:35:22 - Setting up pool1/norm1
INFO - 09:35:22 - Top shape: 8 64 56 56 (1605632)
INFO - 09:35:22 - Memory required for data: 69042304
INFO - 09:35:22 - Creating layer / name=conv2/3x3_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer conv2/3x3_reduce
INFO - 09:35:22 - conv2/3x3_reduce <- pool1/norm1
INFO - 09:35:22 - conv2/3x3_reduce -> conv2/3x3_reduce
INFO - 09:35:22 - Setting up conv2/3x3_reduce
INFO - 09:35:22 - Top shape: 8 64 56 56 (1605632)
INFO - 09:35:22 - Memory required for data: 75464832
INFO - 09:35:22 - Creating layer / name=conv2/relu_3x3_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer conv2/relu_3x3_reduce
INFO - 09:35:22 - conv2/relu_3x3_reduce <- conv2/3x3_reduce
INFO - 09:35:22 - conv2/relu_3x3_reduce -> conv2/3x3_reduce (in-place)
INFO - 09:35:22 - Setting up conv2/relu_3x3_reduce
INFO - 09:35:22 - Top shape: 8 64 56 56 (1605632)
INFO - 09:35:22 - Memory required for data: 81887360
INFO - 09:35:22 - Creating layer / name=conv2/3x3 / type=Convolution
INFO - 09:35:22 - Creating Layer conv2/3x3
INFO - 09:35:22 - conv2/3x3 <- conv2/3x3_reduce
INFO - 09:35:22 - conv2/3x3 -> conv2/3x3
INFO - 09:35:22 - Setting up conv2/3x3
INFO - 09:35:22 - Top shape: 8 192 56 56 (4816896)
INFO - 09:35:22 - Memory required for data: 101154944
INFO - 09:35:22 - Creating layer / name=conv2/relu_3x3 / type=ReLU
INFO - 09:35:22 - Creating Layer conv2/relu_3x3
INFO - 09:35:22 - conv2/relu_3x3 <- conv2/3x3
INFO - 09:35:22 - conv2/relu_3x3 -> conv2/3x3 (in-place)
INFO - 09:35:22 - Setting up conv2/relu_3x3
INFO - 09:35:22 - Top shape: 8 192 56 56 (4816896)
INFO - 09:35:22 - Memory required for data: 120422528
INFO - 09:35:22 - Creating layer / name=conv2/norm2 / type=LRN
INFO - 09:35:22 - Creating Layer conv2/norm2
INFO - 09:35:22 - conv2/norm2 <- conv2/3x3
INFO - 09:35:22 - conv2/norm2 -> conv2/norm2
INFO - 09:35:22 - Setting up conv2/norm2
INFO - 09:35:22 - Top shape: 8 192 56 56 (4816896)
INFO - 09:35:22 - Memory required for data: 139690112
INFO - 09:35:22 - Creating layer / name=pool2/3x3_s2 / type=Pooling
INFO - 09:35:22 - Creating Layer pool2/3x3_s2
INFO - 09:35:22 - pool2/3x3_s2 <- conv2/norm2
INFO - 09:35:22 - pool2/3x3_s2 -> pool2/3x3_s2
INFO - 09:35:22 - Setting up pool2/3x3_s2
INFO - 09:35:22 - Top shape: 8 192 28 28 (1204224)
INFO - 09:35:22 - Memory required for data: 144507008
INFO - 09:35:22 - Creating layer / name=pool2/3x3_s2_pool2/3x3_s2_0_split / type=Split
INFO - 09:35:22 - Creating Layer pool2/3x3_s2_pool2/3x3_s2_0_split
INFO - 09:35:22 - pool2/3x3_s2_pool2/3x3_s2_0_split <- pool2/3x3_s2
INFO - 09:35:22 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_0
INFO - 09:35:22 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_1
INFO - 09:35:22 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_2
INFO - 09:35:22 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_3
INFO - 09:35:22 - Setting up pool2/3x3_s2_pool2/3x3_s2_0_split
INFO - 09:35:22 - Top shape: 8 192 28 28 (1204224)
INFO - 09:35:22 - Top shape: 8 192 28 28 (1204224)
INFO - 09:35:22 - Top shape: 8 192 28 28 (1204224)
INFO - 09:35:22 - Top shape: 8 192 28 28 (1204224)
INFO - 09:35:22 - Memory required for data: 163774592
INFO - 09:35:22 - Creating layer / name=inception_3a/1x1 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_3a/1x1
INFO - 09:35:22 - inception_3a/1x1 <- pool2/3x3_s2_pool2/3x3_s2_0_split_0
INFO - 09:35:22 - inception_3a/1x1 -> inception_3a/1x1
INFO - 09:35:22 - Setting up inception_3a/1x1
INFO - 09:35:22 - Top shape: 8 64 28 28 (401408)
INFO - 09:35:22 - Memory required for data: 165380224
INFO - 09:35:22 - Creating layer / name=inception_3a/relu_1x1 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_3a/relu_1x1
INFO - 09:35:22 - inception_3a/relu_1x1 <- inception_3a/1x1
INFO - 09:35:22 - inception_3a/relu_1x1 -> inception_3a/1x1 (in-place)
INFO - 09:35:22 - Setting up inception_3a/relu_1x1
INFO - 09:35:22 - Top shape: 8 64 28 28 (401408)
INFO - 09:35:22 - Memory required for data: 166985856
INFO - 09:35:22 - Creating layer / name=inception_3a/3x3_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_3a/3x3_reduce
INFO - 09:35:22 - inception_3a/3x3_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_1
INFO - 09:35:22 - inception_3a/3x3_reduce -> inception_3a/3x3_reduce
INFO - 09:35:22 - Setting up inception_3a/3x3_reduce
INFO - 09:35:22 - Top shape: 8 96 28 28 (602112)
INFO - 09:35:22 - Memory required for data: 169394304
INFO - 09:35:22 - Creating layer / name=inception_3a/relu_3x3_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_3a/relu_3x3_reduce
INFO - 09:35:22 - inception_3a/relu_3x3_reduce <- inception_3a/3x3_reduce
INFO - 09:35:22 - inception_3a/relu_3x3_reduce -> inception_3a/3x3_reduce (in-place)
INFO - 09:35:22 - Setting up inception_3a/relu_3x3_reduce
INFO - 09:35:22 - Top shape: 8 96 28 28 (602112)
INFO - 09:35:22 - Memory required for data: 171802752
INFO - 09:35:22 - Creating layer / name=inception_3a/3x3 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_3a/3x3
INFO - 09:35:22 - inception_3a/3x3 <- inception_3a/3x3_reduce
INFO - 09:35:22 - inception_3a/3x3 -> inception_3a/3x3
INFO - 09:35:22 - Setting up inception_3a/3x3
INFO - 09:35:22 - Top shape: 8 128 28 28 (802816)
INFO - 09:35:22 - Memory required for data: 175014016
INFO - 09:35:22 - Creating layer / name=inception_3a/relu_3x3 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_3a/relu_3x3
INFO - 09:35:22 - inception_3a/relu_3x3 <- inception_3a/3x3
INFO - 09:35:22 - inception_3a/relu_3x3 -> inception_3a/3x3 (in-place)
INFO - 09:35:22 - Setting up inception_3a/relu_3x3
INFO - 09:35:22 - Top shape: 8 128 28 28 (802816)
INFO - 09:35:22 - Memory required for data: 178225280
INFO - 09:35:22 - Creating layer / name=inception_3a/5x5_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_3a/5x5_reduce
INFO - 09:35:22 - inception_3a/5x5_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_2
INFO - 09:35:22 - inception_3a/5x5_reduce -> inception_3a/5x5_reduce
INFO - 09:35:22 - Setting up inception_3a/5x5_reduce
INFO - 09:35:22 - Top shape: 8 16 28 28 (100352)
INFO - 09:35:22 - Memory required for data: 178626688
INFO - 09:35:22 - Creating layer / name=inception_3a/relu_5x5_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_3a/relu_5x5_reduce
INFO - 09:35:22 - inception_3a/relu_5x5_reduce <- inception_3a/5x5_reduce
INFO - 09:35:22 - inception_3a/relu_5x5_reduce -> inception_3a/5x5_reduce (in-place)
INFO - 09:35:22 - Setting up inception_3a/relu_5x5_reduce
INFO - 09:35:22 - Top shape: 8 16 28 28 (100352)
INFO - 09:35:22 - Memory required for data: 179028096
INFO - 09:35:22 - Creating layer / name=inception_3a/5x5 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_3a/5x5
INFO - 09:35:22 - inception_3a/5x5 <- inception_3a/5x5_reduce
INFO - 09:35:22 - inception_3a/5x5 -> inception_3a/5x5
INFO - 09:35:22 - Setting up inception_3a/5x5
INFO - 09:35:22 - Top shape: 8 32 28 28 (200704)
INFO - 09:35:22 - Memory required for data: 179830912
INFO - 09:35:22 - Creating layer / name=inception_3a/relu_5x5 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_3a/relu_5x5
INFO - 09:35:22 - inception_3a/relu_5x5 <- inception_3a/5x5
INFO - 09:35:22 - inception_3a/relu_5x5 -> inception_3a/5x5 (in-place)
INFO - 09:35:22 - Setting up inception_3a/relu_5x5
INFO - 09:35:22 - Top shape: 8 32 28 28 (200704)
INFO - 09:35:22 - Memory required for data: 180633728
INFO - 09:35:22 - Creating layer / name=inception_3a/pool / type=Pooling
INFO - 09:35:22 - Creating Layer inception_3a/pool
INFO - 09:35:22 - inception_3a/pool <- pool2/3x3_s2_pool2/3x3_s2_0_split_3
INFO - 09:35:22 - inception_3a/pool -> inception_3a/pool
INFO - 09:35:22 - Setting up inception_3a/pool
INFO - 09:35:22 - Top shape: 8 192 28 28 (1204224)
INFO - 09:35:22 - Memory required for data: 185450624
INFO - 09:35:22 - Creating layer / name=inception_3a/pool_proj / type=Convolution
INFO - 09:35:22 - Creating Layer inception_3a/pool_proj
INFO - 09:35:22 - inception_3a/pool_proj <- inception_3a/pool
INFO - 09:35:22 - inception_3a/pool_proj -> inception_3a/pool_proj
INFO - 09:35:22 - Setting up inception_3a/pool_proj
INFO - 09:35:22 - Top shape: 8 32 28 28 (200704)
INFO - 09:35:22 - Memory required for data: 186253440
INFO - 09:35:22 - Creating layer / name=inception_3a/relu_pool_proj / type=ReLU
INFO - 09:35:22 - Creating Layer inception_3a/relu_pool_proj
INFO - 09:35:22 - inception_3a/relu_pool_proj <- inception_3a/pool_proj
INFO - 09:35:22 - inception_3a/relu_pool_proj -> inception_3a/pool_proj (in-place)
INFO - 09:35:22 - Setting up inception_3a/relu_pool_proj
INFO - 09:35:22 - Top shape: 8 32 28 28 (200704)
INFO - 09:35:22 - Memory required for data: 187056256
INFO - 09:35:22 - Creating layer / name=inception_3a/output / type=Concat
INFO - 09:35:22 - Creating Layer inception_3a/output
INFO - 09:35:22 - inception_3a/output <- inception_3a/1x1
INFO - 09:35:22 - inception_3a/output <- inception_3a/3x3
INFO - 09:35:22 - inception_3a/output <- inception_3a/5x5
INFO - 09:35:22 - inception_3a/output <- inception_3a/pool_proj
INFO - 09:35:22 - inception_3a/output -> inception_3a/output
INFO - 09:35:22 - Setting up inception_3a/output
INFO - 09:35:22 - Top shape: 8 256 28 28 (1605632)
INFO - 09:35:22 - Memory required for data: 193478784
INFO - 09:35:22 - Creating layer / name=inception_3a/output_inception_3a/output_0_split / type=Split
INFO - 09:35:22 - Creating Layer inception_3a/output_inception_3a/output_0_split
INFO - 09:35:22 - inception_3a/output_inception_3a/output_0_split <- inception_3a/output
INFO - 09:35:22 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_0
INFO - 09:35:22 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_1
INFO - 09:35:22 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_2
INFO - 09:35:22 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_3
INFO - 09:35:22 - Setting up inception_3a/output_inception_3a/output_0_split
INFO - 09:35:22 - Top shape: 8 256 28 28 (1605632)
INFO - 09:35:22 - Top shape: 8 256 28 28 (1605632)
INFO - 09:35:22 - Top shape: 8 256 28 28 (1605632)
INFO - 09:35:22 - Top shape: 8 256 28 28 (1605632)
INFO - 09:35:22 - Memory required for data: 219168896
INFO - 09:35:22 - Creating layer / name=inception_3b/1x1 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_3b/1x1
INFO - 09:35:22 - inception_3b/1x1 <- inception_3a/output_inception_3a/output_0_split_0
INFO - 09:35:22 - inception_3b/1x1 -> inception_3b/1x1
INFO - 09:35:22 - Setting up inception_3b/1x1
INFO - 09:35:22 - Top shape: 8 128 28 28 (802816)
INFO - 09:35:22 - Memory required for data: 222380160
INFO - 09:35:22 - Creating layer / name=inception_3b/relu_1x1 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_3b/relu_1x1
INFO - 09:35:22 - inception_3b/relu_1x1 <- inception_3b/1x1
INFO - 09:35:22 - inception_3b/relu_1x1 -> inception_3b/1x1 (in-place)
INFO - 09:35:22 - Setting up inception_3b/relu_1x1
INFO - 09:35:22 - Top shape: 8 128 28 28 (802816)
INFO - 09:35:22 - Memory required for data: 225591424
INFO - 09:35:22 - Creating layer / name=inception_3b/3x3_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_3b/3x3_reduce
INFO - 09:35:22 - inception_3b/3x3_reduce <- inception_3a/output_inception_3a/output_0_split_1
INFO - 09:35:22 - inception_3b/3x3_reduce -> inception_3b/3x3_reduce
INFO - 09:35:22 - Setting up inception_3b/3x3_reduce
INFO - 09:35:22 - Top shape: 8 128 28 28 (802816)
INFO - 09:35:22 - Memory required for data: 228802688
INFO - 09:35:22 - Creating layer / name=inception_3b/relu_3x3_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_3b/relu_3x3_reduce
INFO - 09:35:22 - inception_3b/relu_3x3_reduce <- inception_3b/3x3_reduce
INFO - 09:35:22 - inception_3b/relu_3x3_reduce -> inception_3b/3x3_reduce (in-place)
INFO - 09:35:22 - Setting up inception_3b/relu_3x3_reduce
INFO - 09:35:22 - Top shape: 8 128 28 28 (802816)
INFO - 09:35:22 - Memory required for data: 232013952
INFO - 09:35:22 - Creating layer / name=inception_3b/3x3 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_3b/3x3
INFO - 09:35:22 - inception_3b/3x3 <- inception_3b/3x3_reduce
INFO - 09:35:22 - inception_3b/3x3 -> inception_3b/3x3
INFO - 09:35:22 - Setting up inception_3b/3x3
INFO - 09:35:22 - Top shape: 8 192 28 28 (1204224)
INFO - 09:35:22 - Memory required for data: 236830848
INFO - 09:35:22 - Creating layer / name=inception_3b/relu_3x3 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_3b/relu_3x3
INFO - 09:35:22 - inception_3b/relu_3x3 <- inception_3b/3x3
INFO - 09:35:22 - inception_3b/relu_3x3 -> inception_3b/3x3 (in-place)
INFO - 09:35:22 - Setting up inception_3b/relu_3x3
INFO - 09:35:22 - Top shape: 8 192 28 28 (1204224)
INFO - 09:35:22 - Memory required for data: 241647744
INFO - 09:35:22 - Creating layer / name=inception_3b/5x5_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_3b/5x5_reduce
INFO - 09:35:22 - inception_3b/5x5_reduce <- inception_3a/output_inception_3a/output_0_split_2
INFO - 09:35:22 - inception_3b/5x5_reduce -> inception_3b/5x5_reduce
INFO - 09:35:22 - Setting up inception_3b/5x5_reduce
INFO - 09:35:22 - Top shape: 8 32 28 28 (200704)
INFO - 09:35:22 - Memory required for data: 242450560
INFO - 09:35:22 - Creating layer / name=inception_3b/relu_5x5_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_3b/relu_5x5_reduce
INFO - 09:35:22 - inception_3b/relu_5x5_reduce <- inception_3b/5x5_reduce
INFO - 09:35:22 - inception_3b/relu_5x5_reduce -> inception_3b/5x5_reduce (in-place)
INFO - 09:35:22 - Setting up inception_3b/relu_5x5_reduce
INFO - 09:35:22 - Top shape: 8 32 28 28 (200704)
INFO - 09:35:22 - Memory required for data: 243253376
INFO - 09:35:22 - Creating layer / name=inception_3b/5x5 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_3b/5x5
INFO - 09:35:22 - inception_3b/5x5 <- inception_3b/5x5_reduce
INFO - 09:35:22 - inception_3b/5x5 -> inception_3b/5x5
INFO - 09:35:22 - Setting up inception_3b/5x5
INFO - 09:35:22 - Top shape: 8 96 28 28 (602112)
INFO - 09:35:22 - Memory required for data: 245661824
INFO - 09:35:22 - Creating layer / name=inception_3b/relu_5x5 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_3b/relu_5x5
INFO - 09:35:22 - inception_3b/relu_5x5 <- inception_3b/5x5
INFO - 09:35:22 - inception_3b/relu_5x5 -> inception_3b/5x5 (in-place)
INFO - 09:35:22 - Setting up inception_3b/relu_5x5
INFO - 09:35:22 - Top shape: 8 96 28 28 (602112)
INFO - 09:35:22 - Memory required for data: 248070272
INFO - 09:35:22 - Creating layer / name=inception_3b/pool / type=Pooling
INFO - 09:35:22 - Creating Layer inception_3b/pool
INFO - 09:35:22 - inception_3b/pool <- inception_3a/output_inception_3a/output_0_split_3
INFO - 09:35:22 - inception_3b/pool -> inception_3b/pool
INFO - 09:35:22 - Setting up inception_3b/pool
INFO - 09:35:22 - Top shape: 8 256 28 28 (1605632)
INFO - 09:35:22 - Memory required for data: 254492800
INFO - 09:35:22 - Creating layer / name=inception_3b/pool_proj / type=Convolution
INFO - 09:35:22 - Creating Layer inception_3b/pool_proj
INFO - 09:35:22 - inception_3b/pool_proj <- inception_3b/pool
INFO - 09:35:22 - inception_3b/pool_proj -> inception_3b/pool_proj
INFO - 09:35:22 - Setting up inception_3b/pool_proj
INFO - 09:35:22 - Top shape: 8 64 28 28 (401408)
INFO - 09:35:22 - Memory required for data: 256098432
INFO - 09:35:22 - Creating layer / name=inception_3b/relu_pool_proj / type=ReLU
INFO - 09:35:22 - Creating Layer inception_3b/relu_pool_proj
INFO - 09:35:22 - inception_3b/relu_pool_proj <- inception_3b/pool_proj
INFO - 09:35:22 - inception_3b/relu_pool_proj -> inception_3b/pool_proj (in-place)
INFO - 09:35:22 - Setting up inception_3b/relu_pool_proj
INFO - 09:35:22 - Top shape: 8 64 28 28 (401408)
INFO - 09:35:22 - Memory required for data: 257704064
INFO - 09:35:22 - Creating layer / name=inception_3b/output / type=Concat
INFO - 09:35:22 - Creating Layer inception_3b/output
INFO - 09:35:22 - inception_3b/output <- inception_3b/1x1
INFO - 09:35:22 - inception_3b/output <- inception_3b/3x3
INFO - 09:35:22 - inception_3b/output <- inception_3b/5x5
INFO - 09:35:22 - inception_3b/output <- inception_3b/pool_proj
INFO - 09:35:22 - inception_3b/output -> inception_3b/output
INFO - 09:35:22 - Setting up inception_3b/output
INFO - 09:35:22 - Top shape: 8 480 28 28 (3010560)
INFO - 09:35:22 - Memory required for data: 269746304
INFO - 09:35:22 - Creating layer / name=pool3/3x3_s2 / type=Pooling
INFO - 09:35:22 - Creating Layer pool3/3x3_s2
INFO - 09:35:22 - pool3/3x3_s2 <- inception_3b/output
INFO - 09:35:22 - pool3/3x3_s2 -> pool3/3x3_s2
INFO - 09:35:22 - Setting up pool3/3x3_s2
INFO - 09:35:22 - Top shape: 8 480 14 14 (752640)
INFO - 09:35:22 - Memory required for data: 272756864
INFO - 09:35:22 - Creating layer / name=pool3/3x3_s2_pool3/3x3_s2_0_split / type=Split
INFO - 09:35:22 - Creating Layer pool3/3x3_s2_pool3/3x3_s2_0_split
INFO - 09:35:22 - pool3/3x3_s2_pool3/3x3_s2_0_split <- pool3/3x3_s2
INFO - 09:35:22 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_0
INFO - 09:35:22 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_1
INFO - 09:35:22 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_2
INFO - 09:35:22 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_3
INFO - 09:35:22 - Setting up pool3/3x3_s2_pool3/3x3_s2_0_split
INFO - 09:35:22 - Top shape: 8 480 14 14 (752640)
INFO - 09:35:22 - Top shape: 8 480 14 14 (752640)
INFO - 09:35:22 - Top shape: 8 480 14 14 (752640)
INFO - 09:35:22 - Top shape: 8 480 14 14 (752640)
INFO - 09:35:22 - Memory required for data: 284799104
INFO - 09:35:22 - Creating layer / name=inception_4a/1x1 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4a/1x1
INFO - 09:35:22 - inception_4a/1x1 <- pool3/3x3_s2_pool3/3x3_s2_0_split_0
INFO - 09:35:22 - inception_4a/1x1 -> inception_4a/1x1
INFO - 09:35:22 - Setting up inception_4a/1x1
INFO - 09:35:22 - Top shape: 8 192 14 14 (301056)
INFO - 09:35:22 - Memory required for data: 286003328
INFO - 09:35:22 - Creating layer / name=inception_4a/relu_1x1 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4a/relu_1x1
INFO - 09:35:22 - inception_4a/relu_1x1 <- inception_4a/1x1
INFO - 09:35:22 - inception_4a/relu_1x1 -> inception_4a/1x1 (in-place)
INFO - 09:35:22 - Setting up inception_4a/relu_1x1
INFO - 09:35:22 - Top shape: 8 192 14 14 (301056)
INFO - 09:35:22 - Memory required for data: 287207552
INFO - 09:35:22 - Creating layer / name=inception_4a/3x3_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4a/3x3_reduce
INFO - 09:35:22 - inception_4a/3x3_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_1
INFO - 09:35:22 - inception_4a/3x3_reduce -> inception_4a/3x3_reduce
INFO - 09:35:22 - Setting up inception_4a/3x3_reduce
INFO - 09:35:22 - Top shape: 8 96 14 14 (150528)
INFO - 09:35:22 - Memory required for data: 287809664
INFO - 09:35:22 - Creating layer / name=inception_4a/relu_3x3_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4a/relu_3x3_reduce
INFO - 09:35:22 - inception_4a/relu_3x3_reduce <- inception_4a/3x3_reduce
INFO - 09:35:22 - inception_4a/relu_3x3_reduce -> inception_4a/3x3_reduce (in-place)
INFO - 09:35:22 - Setting up inception_4a/relu_3x3_reduce
INFO - 09:35:22 - Top shape: 8 96 14 14 (150528)
INFO - 09:35:22 - Memory required for data: 288411776
INFO - 09:35:22 - Creating layer / name=inception_4a/3x3 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4a/3x3
INFO - 09:35:22 - inception_4a/3x3 <- inception_4a/3x3_reduce
INFO - 09:35:22 - inception_4a/3x3 -> inception_4a/3x3
INFO - 09:35:22 - Setting up inception_4a/3x3
INFO - 09:35:22 - Top shape: 8 208 14 14 (326144)
INFO - 09:35:22 - Memory required for data: 289716352
INFO - 09:35:22 - Creating layer / name=inception_4a/relu_3x3 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4a/relu_3x3
INFO - 09:35:22 - inception_4a/relu_3x3 <- inception_4a/3x3
INFO - 09:35:22 - inception_4a/relu_3x3 -> inception_4a/3x3 (in-place)
INFO - 09:35:22 - Setting up inception_4a/relu_3x3
INFO - 09:35:22 - Top shape: 8 208 14 14 (326144)
INFO - 09:35:22 - Memory required for data: 291020928
INFO - 09:35:22 - Creating layer / name=inception_4a/5x5_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4a/5x5_reduce
INFO - 09:35:22 - inception_4a/5x5_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_2
INFO - 09:35:22 - inception_4a/5x5_reduce -> inception_4a/5x5_reduce
INFO - 09:35:22 - Setting up inception_4a/5x5_reduce
INFO - 09:35:22 - Top shape: 8 16 14 14 (25088)
INFO - 09:35:22 - Memory required for data: 291121280
INFO - 09:35:22 - Creating layer / name=inception_4a/relu_5x5_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4a/relu_5x5_reduce
INFO - 09:35:22 - inception_4a/relu_5x5_reduce <- inception_4a/5x5_reduce
INFO - 09:35:22 - inception_4a/relu_5x5_reduce -> inception_4a/5x5_reduce (in-place)
INFO - 09:35:22 - Setting up inception_4a/relu_5x5_reduce
INFO - 09:35:22 - Top shape: 8 16 14 14 (25088)
INFO - 09:35:22 - Memory required for data: 291221632
INFO - 09:35:22 - Creating layer / name=inception_4a/5x5 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4a/5x5
INFO - 09:35:22 - inception_4a/5x5 <- inception_4a/5x5_reduce
INFO - 09:35:22 - inception_4a/5x5 -> inception_4a/5x5
INFO - 09:35:22 - Setting up inception_4a/5x5
INFO - 09:35:22 - Top shape: 8 48 14 14 (75264)
INFO - 09:35:22 - Memory required for data: 291522688
INFO - 09:35:22 - Creating layer / name=inception_4a/relu_5x5 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4a/relu_5x5
INFO - 09:35:22 - inception_4a/relu_5x5 <- inception_4a/5x5
INFO - 09:35:22 - inception_4a/relu_5x5 -> inception_4a/5x5 (in-place)
INFO - 09:35:22 - Setting up inception_4a/relu_5x5
INFO - 09:35:22 - Top shape: 8 48 14 14 (75264)
INFO - 09:35:22 - Memory required for data: 291823744
INFO - 09:35:22 - Creating layer / name=inception_4a/pool / type=Pooling
INFO - 09:35:22 - Creating Layer inception_4a/pool
INFO - 09:35:22 - inception_4a/pool <- pool3/3x3_s2_pool3/3x3_s2_0_split_3
INFO - 09:35:22 - inception_4a/pool -> inception_4a/pool
INFO - 09:35:22 - Setting up inception_4a/pool
INFO - 09:35:22 - Top shape: 8 480 14 14 (752640)
INFO - 09:35:22 - Memory required for data: 294834304
INFO - 09:35:22 - Creating layer / name=inception_4a/pool_proj / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4a/pool_proj
INFO - 09:35:22 - inception_4a/pool_proj <- inception_4a/pool
INFO - 09:35:22 - inception_4a/pool_proj -> inception_4a/pool_proj
INFO - 09:35:22 - Setting up inception_4a/pool_proj
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 295235712
INFO - 09:35:22 - Creating layer / name=inception_4a/relu_pool_proj / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4a/relu_pool_proj
INFO - 09:35:22 - inception_4a/relu_pool_proj <- inception_4a/pool_proj
INFO - 09:35:22 - inception_4a/relu_pool_proj -> inception_4a/pool_proj (in-place)
INFO - 09:35:22 - Setting up inception_4a/relu_pool_proj
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 295637120
INFO - 09:35:22 - Creating layer / name=inception_4a/output / type=Concat
INFO - 09:35:22 - Creating Layer inception_4a/output
INFO - 09:35:22 - inception_4a/output <- inception_4a/1x1
INFO - 09:35:22 - inception_4a/output <- inception_4a/3x3
INFO - 09:35:22 - inception_4a/output <- inception_4a/5x5
INFO - 09:35:22 - inception_4a/output <- inception_4a/pool_proj
INFO - 09:35:22 - inception_4a/output -> inception_4a/output
INFO - 09:35:22 - Setting up inception_4a/output
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Memory required for data: 298848384
INFO - 09:35:22 - Creating layer / name=inception_4a/output_inception_4a/output_0_split / type=Split
INFO - 09:35:22 - Creating Layer inception_4a/output_inception_4a/output_0_split
INFO - 09:35:22 - inception_4a/output_inception_4a/output_0_split <- inception_4a/output
INFO - 09:35:22 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_0
INFO - 09:35:22 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_1
INFO - 09:35:22 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_2
INFO - 09:35:22 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_3
INFO - 09:35:22 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_4
INFO - 09:35:22 - Setting up inception_4a/output_inception_4a/output_0_split
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Memory required for data: 314904704
INFO - 09:35:22 - Creating layer / name=loss1/ave_pool / type=Pooling
INFO - 09:35:22 - Creating Layer loss1/ave_pool
INFO - 09:35:22 - loss1/ave_pool <- inception_4a/output_inception_4a/output_0_split_0
INFO - 09:35:22 - loss1/ave_pool -> loss1/ave_pool
INFO - 09:35:22 - Setting up loss1/ave_pool
INFO - 09:35:22 - Top shape: 8 512 4 4 (65536)
INFO - 09:35:22 - Memory required for data: 315166848
INFO - 09:35:22 - Creating layer / name=loss1/conv / type=Convolution
INFO - 09:35:22 - Creating Layer loss1/conv
INFO - 09:35:22 - loss1/conv <- loss1/ave_pool
INFO - 09:35:22 - loss1/conv -> loss1/conv
INFO - 09:35:22 - Setting up loss1/conv
INFO - 09:35:22 - Top shape: 8 128 4 4 (16384)
INFO - 09:35:22 - Memory required for data: 315232384
INFO - 09:35:22 - Creating layer / name=loss1/relu_conv / type=ReLU
INFO - 09:35:22 - Creating Layer loss1/relu_conv
INFO - 09:35:22 - loss1/relu_conv <- loss1/conv
INFO - 09:35:22 - loss1/relu_conv -> loss1/conv (in-place)
INFO - 09:35:22 - Setting up loss1/relu_conv
INFO - 09:35:22 - Top shape: 8 128 4 4 (16384)
INFO - 09:35:22 - Memory required for data: 315297920
INFO - 09:35:22 - Creating layer / name=loss1/fc / type=InnerProduct
INFO - 09:35:22 - Creating Layer loss1/fc
INFO - 09:35:22 - loss1/fc <- loss1/conv
INFO - 09:35:22 - loss1/fc -> loss1/fc
INFO - 09:35:22 - Setting up loss1/fc
INFO - 09:35:22 - Top shape: 8 1024 (8192)
INFO - 09:35:22 - Memory required for data: 315330688
INFO - 09:35:22 - Creating layer / name=loss1/relu_fc / type=ReLU
INFO - 09:35:22 - Creating Layer loss1/relu_fc
INFO - 09:35:22 - loss1/relu_fc <- loss1/fc
INFO - 09:35:22 - loss1/relu_fc -> loss1/fc (in-place)
INFO - 09:35:22 - Setting up loss1/relu_fc
INFO - 09:35:22 - Top shape: 8 1024 (8192)
INFO - 09:35:22 - Memory required for data: 315363456
INFO - 09:35:22 - Creating layer / name=loss1/drop_fc / type=Dropout
INFO - 09:35:22 - Creating Layer loss1/drop_fc
INFO - 09:35:22 - loss1/drop_fc <- loss1/fc
INFO - 09:35:22 - loss1/drop_fc -> loss1/fc (in-place)
INFO - 09:35:22 - Setting up loss1/drop_fc
INFO - 09:35:22 - Top shape: 8 1024 (8192)
INFO - 09:35:22 - Memory required for data: 315396224
INFO - 09:35:22 - Creating layer / name=loss1/classifier / type=InnerProduct
INFO - 09:35:22 - Creating Layer loss1/classifier
INFO - 09:35:22 - loss1/classifier <- loss1/fc
INFO - 09:35:22 - loss1/classifier -> loss1/classifier
INFO - 09:35:22 - Setting up loss1/classifier
INFO - 09:35:22 - Top shape: 8 1000 (8000)
INFO - 09:35:22 - Memory required for data: 315428224
INFO - 09:35:22 - Creating layer / name=loss1/loss / type=SoftmaxWithLoss
INFO - 09:35:22 - Creating Layer loss1/loss
INFO - 09:35:22 - loss1/loss <- loss1/classifier
INFO - 09:35:22 - loss1/loss <- label_data_1_split_0
INFO - 09:35:22 - loss1/loss -> loss1/loss1
INFO - 09:35:22 - Creating layer / name=loss1/loss / type=Softmax
INFO - 09:35:22 - Setting up loss1/loss
INFO - 09:35:22 - Top shape: (1)
INFO - 09:35:22 - with loss weight 0.3
INFO - 09:35:22 - Memory required for data: 315428228
INFO - 09:35:22 - Creating layer / name=inception_4b/1x1 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4b/1x1
INFO - 09:35:22 - inception_4b/1x1 <- inception_4a/output_inception_4a/output_0_split_1
INFO - 09:35:22 - inception_4b/1x1 -> inception_4b/1x1
INFO - 09:35:22 - Setting up inception_4b/1x1
INFO - 09:35:22 - Top shape: 8 160 14 14 (250880)
INFO - 09:35:22 - Memory required for data: 316431748
INFO - 09:35:22 - Creating layer / name=inception_4b/relu_1x1 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4b/relu_1x1
INFO - 09:35:22 - inception_4b/relu_1x1 <- inception_4b/1x1
INFO - 09:35:22 - inception_4b/relu_1x1 -> inception_4b/1x1 (in-place)
INFO - 09:35:22 - Setting up inception_4b/relu_1x1
INFO - 09:35:22 - Top shape: 8 160 14 14 (250880)
INFO - 09:35:22 - Memory required for data: 317435268
INFO - 09:35:22 - Creating layer / name=inception_4b/3x3_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4b/3x3_reduce
INFO - 09:35:22 - inception_4b/3x3_reduce <- inception_4a/output_inception_4a/output_0_split_2
INFO - 09:35:22 - inception_4b/3x3_reduce -> inception_4b/3x3_reduce
INFO - 09:35:22 - Setting up inception_4b/3x3_reduce
INFO - 09:35:22 - Top shape: 8 112 14 14 (175616)
INFO - 09:35:22 - Memory required for data: 318137732
INFO - 09:35:22 - Creating layer / name=inception_4b/relu_3x3_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4b/relu_3x3_reduce
INFO - 09:35:22 - inception_4b/relu_3x3_reduce <- inception_4b/3x3_reduce
INFO - 09:35:22 - inception_4b/relu_3x3_reduce -> inception_4b/3x3_reduce (in-place)
INFO - 09:35:22 - Setting up inception_4b/relu_3x3_reduce
INFO - 09:35:22 - Top shape: 8 112 14 14 (175616)
INFO - 09:35:22 - Memory required for data: 318840196
INFO - 09:35:22 - Creating layer / name=inception_4b/3x3 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4b/3x3
INFO - 09:35:22 - inception_4b/3x3 <- inception_4b/3x3_reduce
INFO - 09:35:22 - inception_4b/3x3 -> inception_4b/3x3
INFO - 09:35:22 - Setting up inception_4b/3x3
INFO - 09:35:22 - Top shape: 8 224 14 14 (351232)
INFO - 09:35:22 - Memory required for data: 320245124
INFO - 09:35:22 - Creating layer / name=inception_4b/relu_3x3 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4b/relu_3x3
INFO - 09:35:22 - inception_4b/relu_3x3 <- inception_4b/3x3
INFO - 09:35:22 - inception_4b/relu_3x3 -> inception_4b/3x3 (in-place)
INFO - 09:35:22 - Setting up inception_4b/relu_3x3
INFO - 09:35:22 - Top shape: 8 224 14 14 (351232)
INFO - 09:35:22 - Memory required for data: 321650052
INFO - 09:35:22 - Creating layer / name=inception_4b/5x5_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4b/5x5_reduce
INFO - 09:35:22 - inception_4b/5x5_reduce <- inception_4a/output_inception_4a/output_0_split_3
INFO - 09:35:22 - inception_4b/5x5_reduce -> inception_4b/5x5_reduce
INFO - 09:35:22 - Setting up inception_4b/5x5_reduce
INFO - 09:35:22 - Top shape: 8 24 14 14 (37632)
INFO - 09:35:22 - Memory required for data: 321800580
INFO - 09:35:22 - Creating layer / name=inception_4b/relu_5x5_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4b/relu_5x5_reduce
INFO - 09:35:22 - inception_4b/relu_5x5_reduce <- inception_4b/5x5_reduce
INFO - 09:35:22 - inception_4b/relu_5x5_reduce -> inception_4b/5x5_reduce (in-place)
INFO - 09:35:22 - Setting up inception_4b/relu_5x5_reduce
INFO - 09:35:22 - Top shape: 8 24 14 14 (37632)
INFO - 09:35:22 - Memory required for data: 321951108
INFO - 09:35:22 - Creating layer / name=inception_4b/5x5 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4b/5x5
INFO - 09:35:22 - inception_4b/5x5 <- inception_4b/5x5_reduce
INFO - 09:35:22 - inception_4b/5x5 -> inception_4b/5x5
INFO - 09:35:22 - Setting up inception_4b/5x5
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 322352516
INFO - 09:35:22 - Creating layer / name=inception_4b/relu_5x5 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4b/relu_5x5
INFO - 09:35:22 - inception_4b/relu_5x5 <- inception_4b/5x5
INFO - 09:35:22 - inception_4b/relu_5x5 -> inception_4b/5x5 (in-place)
INFO - 09:35:22 - Setting up inception_4b/relu_5x5
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 322753924
INFO - 09:35:22 - Creating layer / name=inception_4b/pool / type=Pooling
INFO - 09:35:22 - Creating Layer inception_4b/pool
INFO - 09:35:22 - inception_4b/pool <- inception_4a/output_inception_4a/output_0_split_4
INFO - 09:35:22 - inception_4b/pool -> inception_4b/pool
INFO - 09:35:22 - Setting up inception_4b/pool
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Memory required for data: 325965188
INFO - 09:35:22 - Creating layer / name=inception_4b/pool_proj / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4b/pool_proj
INFO - 09:35:22 - inception_4b/pool_proj <- inception_4b/pool
INFO - 09:35:22 - inception_4b/pool_proj -> inception_4b/pool_proj
INFO - 09:35:22 - Setting up inception_4b/pool_proj
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 326366596
INFO - 09:35:22 - Creating layer / name=inception_4b/relu_pool_proj / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4b/relu_pool_proj
INFO - 09:35:22 - inception_4b/relu_pool_proj <- inception_4b/pool_proj
INFO - 09:35:22 - inception_4b/relu_pool_proj -> inception_4b/pool_proj (in-place)
INFO - 09:35:22 - Setting up inception_4b/relu_pool_proj
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 326768004
INFO - 09:35:22 - Creating layer / name=inception_4b/output / type=Concat
INFO - 09:35:22 - Creating Layer inception_4b/output
INFO - 09:35:22 - inception_4b/output <- inception_4b/1x1
INFO - 09:35:22 - inception_4b/output <- inception_4b/3x3
INFO - 09:35:22 - inception_4b/output <- inception_4b/5x5
INFO - 09:35:22 - inception_4b/output <- inception_4b/pool_proj
INFO - 09:35:22 - inception_4b/output -> inception_4b/output
INFO - 09:35:22 - Setting up inception_4b/output
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Memory required for data: 329979268
INFO - 09:35:22 - Creating layer / name=inception_4b/output_inception_4b/output_0_split / type=Split
INFO - 09:35:22 - Creating Layer inception_4b/output_inception_4b/output_0_split
INFO - 09:35:22 - inception_4b/output_inception_4b/output_0_split <- inception_4b/output
INFO - 09:35:22 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_0
INFO - 09:35:22 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_1
INFO - 09:35:22 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_2
INFO - 09:35:22 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_3
INFO - 09:35:22 - Setting up inception_4b/output_inception_4b/output_0_split
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Memory required for data: 342824324
INFO - 09:35:22 - Creating layer / name=inception_4c/1x1 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4c/1x1
INFO - 09:35:22 - inception_4c/1x1 <- inception_4b/output_inception_4b/output_0_split_0
INFO - 09:35:22 - inception_4c/1x1 -> inception_4c/1x1
INFO - 09:35:22 - Setting up inception_4c/1x1
INFO - 09:35:22 - Top shape: 8 128 14 14 (200704)
INFO - 09:35:22 - Memory required for data: 343627140
INFO - 09:35:22 - Creating layer / name=inception_4c/relu_1x1 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4c/relu_1x1
INFO - 09:35:22 - inception_4c/relu_1x1 <- inception_4c/1x1
INFO - 09:35:22 - inception_4c/relu_1x1 -> inception_4c/1x1 (in-place)
INFO - 09:35:22 - Setting up inception_4c/relu_1x1
INFO - 09:35:22 - Top shape: 8 128 14 14 (200704)
INFO - 09:35:22 - Memory required for data: 344429956
INFO - 09:35:22 - Creating layer / name=inception_4c/3x3_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4c/3x3_reduce
INFO - 09:35:22 - inception_4c/3x3_reduce <- inception_4b/output_inception_4b/output_0_split_1
INFO - 09:35:22 - inception_4c/3x3_reduce -> inception_4c/3x3_reduce
INFO - 09:35:22 - Setting up inception_4c/3x3_reduce
INFO - 09:35:22 - Top shape: 8 128 14 14 (200704)
INFO - 09:35:22 - Memory required for data: 345232772
INFO - 09:35:22 - Creating layer / name=inception_4c/relu_3x3_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4c/relu_3x3_reduce
INFO - 09:35:22 - inception_4c/relu_3x3_reduce <- inception_4c/3x3_reduce
INFO - 09:35:22 - inception_4c/relu_3x3_reduce -> inception_4c/3x3_reduce (in-place)
INFO - 09:35:22 - Setting up inception_4c/relu_3x3_reduce
INFO - 09:35:22 - Top shape: 8 128 14 14 (200704)
INFO - 09:35:22 - Memory required for data: 346035588
INFO - 09:35:22 - Creating layer / name=inception_4c/3x3 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4c/3x3
INFO - 09:35:22 - inception_4c/3x3 <- inception_4c/3x3_reduce
INFO - 09:35:22 - inception_4c/3x3 -> inception_4c/3x3
INFO - 09:35:22 - Setting up inception_4c/3x3
INFO - 09:35:22 - Top shape: 8 256 14 14 (401408)
INFO - 09:35:22 - Memory required for data: 347641220
INFO - 09:35:22 - Creating layer / name=inception_4c/relu_3x3 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4c/relu_3x3
INFO - 09:35:22 - inception_4c/relu_3x3 <- inception_4c/3x3
INFO - 09:35:22 - inception_4c/relu_3x3 -> inception_4c/3x3 (in-place)
INFO - 09:35:22 - Setting up inception_4c/relu_3x3
INFO - 09:35:22 - Top shape: 8 256 14 14 (401408)
INFO - 09:35:22 - Memory required for data: 349246852
INFO - 09:35:22 - Creating layer / name=inception_4c/5x5_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4c/5x5_reduce
INFO - 09:35:22 - inception_4c/5x5_reduce <- inception_4b/output_inception_4b/output_0_split_2
INFO - 09:35:22 - inception_4c/5x5_reduce -> inception_4c/5x5_reduce
INFO - 09:35:22 - Setting up inception_4c/5x5_reduce
INFO - 09:35:22 - Top shape: 8 24 14 14 (37632)
INFO - 09:35:22 - Memory required for data: 349397380
INFO - 09:35:22 - Creating layer / name=inception_4c/relu_5x5_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4c/relu_5x5_reduce
INFO - 09:35:22 - inception_4c/relu_5x5_reduce <- inception_4c/5x5_reduce
INFO - 09:35:22 - inception_4c/relu_5x5_reduce -> inception_4c/5x5_reduce (in-place)
INFO - 09:35:22 - Setting up inception_4c/relu_5x5_reduce
INFO - 09:35:22 - Top shape: 8 24 14 14 (37632)
INFO - 09:35:22 - Memory required for data: 349547908
INFO - 09:35:22 - Creating layer / name=inception_4c/5x5 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4c/5x5
INFO - 09:35:22 - inception_4c/5x5 <- inception_4c/5x5_reduce
INFO - 09:35:22 - inception_4c/5x5 -> inception_4c/5x5
INFO - 09:35:22 - Setting up inception_4c/5x5
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 349949316
INFO - 09:35:22 - Creating layer / name=inception_4c/relu_5x5 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4c/relu_5x5
INFO - 09:35:22 - inception_4c/relu_5x5 <- inception_4c/5x5
INFO - 09:35:22 - inception_4c/relu_5x5 -> inception_4c/5x5 (in-place)
INFO - 09:35:22 - Setting up inception_4c/relu_5x5
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 350350724
INFO - 09:35:22 - Creating layer / name=inception_4c/pool / type=Pooling
INFO - 09:35:22 - Creating Layer inception_4c/pool
INFO - 09:35:22 - inception_4c/pool <- inception_4b/output_inception_4b/output_0_split_3
INFO - 09:35:22 - inception_4c/pool -> inception_4c/pool
INFO - 09:35:22 - Setting up inception_4c/pool
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Memory required for data: 353561988
INFO - 09:35:22 - Creating layer / name=inception_4c/pool_proj / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4c/pool_proj
INFO - 09:35:22 - inception_4c/pool_proj <- inception_4c/pool
INFO - 09:35:22 - inception_4c/pool_proj -> inception_4c/pool_proj
INFO - 09:35:22 - Setting up inception_4c/pool_proj
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 353963396
INFO - 09:35:22 - Creating layer / name=inception_4c/relu_pool_proj / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4c/relu_pool_proj
INFO - 09:35:22 - inception_4c/relu_pool_proj <- inception_4c/pool_proj
INFO - 09:35:22 - inception_4c/relu_pool_proj -> inception_4c/pool_proj (in-place)
INFO - 09:35:22 - Setting up inception_4c/relu_pool_proj
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 354364804
INFO - 09:35:22 - Creating layer / name=inception_4c/output / type=Concat
INFO - 09:35:22 - Creating Layer inception_4c/output
INFO - 09:35:22 - inception_4c/output <- inception_4c/1x1
INFO - 09:35:22 - inception_4c/output <- inception_4c/3x3
INFO - 09:35:22 - inception_4c/output <- inception_4c/5x5
INFO - 09:35:22 - inception_4c/output <- inception_4c/pool_proj
INFO - 09:35:22 - inception_4c/output -> inception_4c/output
INFO - 09:35:22 - Setting up inception_4c/output
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Memory required for data: 357576068
INFO - 09:35:22 - Creating layer / name=inception_4c/output_inception_4c/output_0_split / type=Split
INFO - 09:35:22 - Creating Layer inception_4c/output_inception_4c/output_0_split
INFO - 09:35:22 - inception_4c/output_inception_4c/output_0_split <- inception_4c/output
INFO - 09:35:22 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_0
INFO - 09:35:22 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_1
INFO - 09:35:22 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_2
INFO - 09:35:22 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_3
INFO - 09:35:22 - Setting up inception_4c/output_inception_4c/output_0_split
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Memory required for data: 370421124
INFO - 09:35:22 - Creating layer / name=inception_4d/1x1 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4d/1x1
INFO - 09:35:22 - inception_4d/1x1 <- inception_4c/output_inception_4c/output_0_split_0
INFO - 09:35:22 - inception_4d/1x1 -> inception_4d/1x1
INFO - 09:35:22 - Setting up inception_4d/1x1
INFO - 09:35:22 - Top shape: 8 112 14 14 (175616)
INFO - 09:35:22 - Memory required for data: 371123588
INFO - 09:35:22 - Creating layer / name=inception_4d/relu_1x1 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4d/relu_1x1
INFO - 09:35:22 - inception_4d/relu_1x1 <- inception_4d/1x1
INFO - 09:35:22 - inception_4d/relu_1x1 -> inception_4d/1x1 (in-place)
INFO - 09:35:22 - Setting up inception_4d/relu_1x1
INFO - 09:35:22 - Top shape: 8 112 14 14 (175616)
INFO - 09:35:22 - Memory required for data: 371826052
INFO - 09:35:22 - Creating layer / name=inception_4d/3x3_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4d/3x3_reduce
INFO - 09:35:22 - inception_4d/3x3_reduce <- inception_4c/output_inception_4c/output_0_split_1
INFO - 09:35:22 - inception_4d/3x3_reduce -> inception_4d/3x3_reduce
INFO - 09:35:22 - Setting up inception_4d/3x3_reduce
INFO - 09:35:22 - Top shape: 8 144 14 14 (225792)
INFO - 09:35:22 - Memory required for data: 372729220
INFO - 09:35:22 - Creating layer / name=inception_4d/relu_3x3_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4d/relu_3x3_reduce
INFO - 09:35:22 - inception_4d/relu_3x3_reduce <- inception_4d/3x3_reduce
INFO - 09:35:22 - inception_4d/relu_3x3_reduce -> inception_4d/3x3_reduce (in-place)
INFO - 09:35:22 - Setting up inception_4d/relu_3x3_reduce
INFO - 09:35:22 - Top shape: 8 144 14 14 (225792)
INFO - 09:35:22 - Memory required for data: 373632388
INFO - 09:35:22 - Creating layer / name=inception_4d/3x3 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4d/3x3
INFO - 09:35:22 - inception_4d/3x3 <- inception_4d/3x3_reduce
INFO - 09:35:22 - inception_4d/3x3 -> inception_4d/3x3
INFO - 09:35:22 - Setting up inception_4d/3x3
INFO - 09:35:22 - Top shape: 8 288 14 14 (451584)
INFO - 09:35:22 - Memory required for data: 375438724
INFO - 09:35:22 - Creating layer / name=inception_4d/relu_3x3 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4d/relu_3x3
INFO - 09:35:22 - inception_4d/relu_3x3 <- inception_4d/3x3
INFO - 09:35:22 - inception_4d/relu_3x3 -> inception_4d/3x3 (in-place)
INFO - 09:35:22 - Setting up inception_4d/relu_3x3
INFO - 09:35:22 - Top shape: 8 288 14 14 (451584)
INFO - 09:35:22 - Memory required for data: 377245060
INFO - 09:35:22 - Creating layer / name=inception_4d/5x5_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4d/5x5_reduce
INFO - 09:35:22 - inception_4d/5x5_reduce <- inception_4c/output_inception_4c/output_0_split_2
INFO - 09:35:22 - inception_4d/5x5_reduce -> inception_4d/5x5_reduce
INFO - 09:35:22 - Setting up inception_4d/5x5_reduce
INFO - 09:35:22 - Top shape: 8 32 14 14 (50176)
INFO - 09:35:22 - Memory required for data: 377445764
INFO - 09:35:22 - Creating layer / name=inception_4d/relu_5x5_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4d/relu_5x5_reduce
INFO - 09:35:22 - inception_4d/relu_5x5_reduce <- inception_4d/5x5_reduce
INFO - 09:35:22 - inception_4d/relu_5x5_reduce -> inception_4d/5x5_reduce (in-place)
INFO - 09:35:22 - Setting up inception_4d/relu_5x5_reduce
INFO - 09:35:22 - Top shape: 8 32 14 14 (50176)
INFO - 09:35:22 - Memory required for data: 377646468
INFO - 09:35:22 - Creating layer / name=inception_4d/5x5 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4d/5x5
INFO - 09:35:22 - inception_4d/5x5 <- inception_4d/5x5_reduce
INFO - 09:35:22 - inception_4d/5x5 -> inception_4d/5x5
INFO - 09:35:22 - Setting up inception_4d/5x5
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 378047876
INFO - 09:35:22 - Creating layer / name=inception_4d/relu_5x5 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4d/relu_5x5
INFO - 09:35:22 - inception_4d/relu_5x5 <- inception_4d/5x5
INFO - 09:35:22 - inception_4d/relu_5x5 -> inception_4d/5x5 (in-place)
INFO - 09:35:22 - Setting up inception_4d/relu_5x5
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 378449284
INFO - 09:35:22 - Creating layer / name=inception_4d/pool / type=Pooling
INFO - 09:35:22 - Creating Layer inception_4d/pool
INFO - 09:35:22 - inception_4d/pool <- inception_4c/output_inception_4c/output_0_split_3
INFO - 09:35:22 - inception_4d/pool -> inception_4d/pool
INFO - 09:35:22 - Setting up inception_4d/pool
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Memory required for data: 381660548
INFO - 09:35:22 - Creating layer / name=inception_4d/pool_proj / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4d/pool_proj
INFO - 09:35:22 - inception_4d/pool_proj <- inception_4d/pool
INFO - 09:35:22 - inception_4d/pool_proj -> inception_4d/pool_proj
INFO - 09:35:22 - Setting up inception_4d/pool_proj
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 382061956
INFO - 09:35:22 - Creating layer / name=inception_4d/relu_pool_proj / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4d/relu_pool_proj
INFO - 09:35:22 - inception_4d/relu_pool_proj <- inception_4d/pool_proj
INFO - 09:35:22 - inception_4d/relu_pool_proj -> inception_4d/pool_proj (in-place)
INFO - 09:35:22 - Setting up inception_4d/relu_pool_proj
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 382463364
INFO - 09:35:22 - Creating layer / name=inception_4d/output / type=Concat
INFO - 09:35:22 - Creating Layer inception_4d/output
INFO - 09:35:22 - inception_4d/output <- inception_4d/1x1
INFO - 09:35:22 - inception_4d/output <- inception_4d/3x3
INFO - 09:35:22 - inception_4d/output <- inception_4d/5x5
INFO - 09:35:22 - inception_4d/output <- inception_4d/pool_proj
INFO - 09:35:22 - inception_4d/output -> inception_4d/output
INFO - 09:35:22 - Setting up inception_4d/output
INFO - 09:35:22 - Top shape: 8 528 14 14 (827904)
INFO - 09:35:22 - Memory required for data: 385774980
INFO - 09:35:22 - Creating layer / name=inception_4d/output_inception_4d/output_0_split / type=Split
INFO - 09:35:22 - Creating Layer inception_4d/output_inception_4d/output_0_split
INFO - 09:35:22 - inception_4d/output_inception_4d/output_0_split <- inception_4d/output
INFO - 09:35:22 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_0
INFO - 09:35:22 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_1
INFO - 09:35:22 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_2
INFO - 09:35:22 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_3
INFO - 09:35:22 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_4
INFO - 09:35:22 - Setting up inception_4d/output_inception_4d/output_0_split
INFO - 09:35:22 - Top shape: 8 528 14 14 (827904)
INFO - 09:35:22 - Top shape: 8 528 14 14 (827904)
INFO - 09:35:22 - Top shape: 8 528 14 14 (827904)
INFO - 09:35:22 - Top shape: 8 528 14 14 (827904)
INFO - 09:35:22 - Top shape: 8 528 14 14 (827904)
INFO - 09:35:22 - Memory required for data: 402333060
INFO - 09:35:22 - Creating layer / name=loss2/ave_pool / type=Pooling
INFO - 09:35:22 - Creating Layer loss2/ave_pool
INFO - 09:35:22 - loss2/ave_pool <- inception_4d/output_inception_4d/output_0_split_0
INFO - 09:35:22 - loss2/ave_pool -> loss2/ave_pool
INFO - 09:35:22 - Setting up loss2/ave_pool
INFO - 09:35:22 - Top shape: 8 528 4 4 (67584)
INFO - 09:35:22 - Memory required for data: 402603396
INFO - 09:35:22 - Creating layer / name=loss2/conv / type=Convolution
INFO - 09:35:22 - Creating Layer loss2/conv
INFO - 09:35:22 - loss2/conv <- loss2/ave_pool
INFO - 09:35:22 - loss2/conv -> loss2/conv
INFO - 09:35:22 - Setting up loss2/conv
INFO - 09:35:22 - Top shape: 8 128 4 4 (16384)
INFO - 09:35:22 - Memory required for data: 402668932
INFO - 09:35:22 - Creating layer / name=loss2/relu_conv / type=ReLU
INFO - 09:35:22 - Creating Layer loss2/relu_conv
INFO - 09:35:22 - loss2/relu_conv <- loss2/conv
INFO - 09:35:22 - loss2/relu_conv -> loss2/conv (in-place)
INFO - 09:35:22 - Setting up loss2/relu_conv
INFO - 09:35:22 - Top shape: 8 128 4 4 (16384)
INFO - 09:35:22 - Memory required for data: 402734468
INFO - 09:35:22 - Creating layer / name=loss2/fc / type=InnerProduct
INFO - 09:35:22 - Creating Layer loss2/fc
INFO - 09:35:22 - loss2/fc <- loss2/conv
INFO - 09:35:22 - loss2/fc -> loss2/fc
INFO - 09:35:22 - Setting up loss2/fc
INFO - 09:35:22 - Top shape: 8 1024 (8192)
INFO - 09:35:22 - Memory required for data: 402767236
INFO - 09:35:22 - Creating layer / name=loss2/relu_fc / type=ReLU
INFO - 09:35:22 - Creating Layer loss2/relu_fc
INFO - 09:35:22 - loss2/relu_fc <- loss2/fc
INFO - 09:35:22 - loss2/relu_fc -> loss2/fc (in-place)
INFO - 09:35:22 - Setting up loss2/relu_fc
INFO - 09:35:22 - Top shape: 8 1024 (8192)
INFO - 09:35:22 - Memory required for data: 402800004
INFO - 09:35:22 - Creating layer / name=loss2/drop_fc / type=Dropout
INFO - 09:35:22 - Creating Layer loss2/drop_fc
INFO - 09:35:22 - loss2/drop_fc <- loss2/fc
INFO - 09:35:22 - loss2/drop_fc -> loss2/fc (in-place)
INFO - 09:35:22 - Setting up loss2/drop_fc
INFO - 09:35:22 - Top shape: 8 1024 (8192)
INFO - 09:35:22 - Memory required for data: 402832772
INFO - 09:35:22 - Creating layer / name=loss2/classifier / type=InnerProduct
INFO - 09:35:22 - Creating Layer loss2/classifier
INFO - 09:35:22 - loss2/classifier <- loss2/fc
INFO - 09:35:22 - loss2/classifier -> loss2/classifier
INFO - 09:35:22 - Setting up loss2/classifier
INFO - 09:35:22 - Top shape: 8 1000 (8000)
INFO - 09:35:22 - Memory required for data: 402864772
INFO - 09:35:22 - Creating layer / name=loss2/loss / type=SoftmaxWithLoss
INFO - 09:35:22 - Creating Layer loss2/loss
INFO - 09:35:22 - loss2/loss <- loss2/classifier
INFO - 09:35:22 - loss2/loss <- label_data_1_split_1
INFO - 09:35:22 - loss2/loss -> loss2/loss1
INFO - 09:35:22 - Creating layer / name=loss2/loss / type=Softmax
INFO - 09:35:22 - Setting up loss2/loss
INFO - 09:35:22 - Top shape: (1)
INFO - 09:35:22 - with loss weight 0.3
INFO - 09:35:22 - Memory required for data: 402864776
INFO - 09:35:22 - Creating layer / name=inception_4e/1x1 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4e/1x1
INFO - 09:35:22 - inception_4e/1x1 <- inception_4d/output_inception_4d/output_0_split_1
INFO - 09:35:22 - inception_4e/1x1 -> inception_4e/1x1
INFO - 09:35:22 - Setting up inception_4e/1x1
INFO - 09:35:22 - Top shape: 8 256 14 14 (401408)
INFO - 09:35:22 - Memory required for data: 404470408
INFO - 09:35:22 - Creating layer / name=inception_4e/relu_1x1 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4e/relu_1x1
INFO - 09:35:22 - inception_4e/relu_1x1 <- inception_4e/1x1
INFO - 09:35:22 - inception_4e/relu_1x1 -> inception_4e/1x1 (in-place)
INFO - 09:35:22 - Setting up inception_4e/relu_1x1
INFO - 09:35:22 - Top shape: 8 256 14 14 (401408)
INFO - 09:35:22 - Memory required for data: 406076040
INFO - 09:35:22 - Creating layer / name=inception_4e/3x3_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4e/3x3_reduce
INFO - 09:35:22 - inception_4e/3x3_reduce <- inception_4d/output_inception_4d/output_0_split_2
INFO - 09:35:22 - inception_4e/3x3_reduce -> inception_4e/3x3_reduce
INFO - 09:35:22 - Setting up inception_4e/3x3_reduce
INFO - 09:35:22 - Top shape: 8 160 14 14 (250880)
INFO - 09:35:22 - Memory required for data: 407079560
INFO - 09:35:22 - Creating layer / name=inception_4e/relu_3x3_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4e/relu_3x3_reduce
INFO - 09:35:22 - inception_4e/relu_3x3_reduce <- inception_4e/3x3_reduce
INFO - 09:35:22 - inception_4e/relu_3x3_reduce -> inception_4e/3x3_reduce (in-place)
INFO - 09:35:22 - Setting up inception_4e/relu_3x3_reduce
INFO - 09:35:22 - Top shape: 8 160 14 14 (250880)
INFO - 09:35:22 - Memory required for data: 408083080
INFO - 09:35:22 - Creating layer / name=inception_4e/3x3 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4e/3x3
INFO - 09:35:22 - inception_4e/3x3 <- inception_4e/3x3_reduce
INFO - 09:35:22 - inception_4e/3x3 -> inception_4e/3x3
INFO - 09:35:22 - Setting up inception_4e/3x3
INFO - 09:35:22 - Top shape: 8 320 14 14 (501760)
INFO - 09:35:22 - Memory required for data: 410090120
INFO - 09:35:22 - Creating layer / name=inception_4e/relu_3x3 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4e/relu_3x3
INFO - 09:35:22 - inception_4e/relu_3x3 <- inception_4e/3x3
INFO - 09:35:22 - inception_4e/relu_3x3 -> inception_4e/3x3 (in-place)
INFO - 09:35:22 - Setting up inception_4e/relu_3x3
INFO - 09:35:22 - Top shape: 8 320 14 14 (501760)
INFO - 09:35:22 - Memory required for data: 412097160
INFO - 09:35:22 - Creating layer / name=inception_4e/5x5_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4e/5x5_reduce
INFO - 09:35:22 - inception_4e/5x5_reduce <- inception_4d/output_inception_4d/output_0_split_3
INFO - 09:35:22 - inception_4e/5x5_reduce -> inception_4e/5x5_reduce
INFO - 09:35:22 - Setting up inception_4e/5x5_reduce
INFO - 09:35:22 - Top shape: 8 32 14 14 (50176)
INFO - 09:35:22 - Memory required for data: 412297864
INFO - 09:35:22 - Creating layer / name=inception_4e/relu_5x5_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4e/relu_5x5_reduce
INFO - 09:35:22 - inception_4e/relu_5x5_reduce <- inception_4e/5x5_reduce
INFO - 09:35:22 - inception_4e/relu_5x5_reduce -> inception_4e/5x5_reduce (in-place)
INFO - 09:35:22 - Setting up inception_4e/relu_5x5_reduce
INFO - 09:35:22 - Top shape: 8 32 14 14 (50176)
INFO - 09:35:22 - Memory required for data: 412498568
INFO - 09:35:22 - Creating layer / name=inception_4e/5x5 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4e/5x5
INFO - 09:35:22 - inception_4e/5x5 <- inception_4e/5x5_reduce
INFO - 09:35:22 - inception_4e/5x5 -> inception_4e/5x5
INFO - 09:35:22 - Setting up inception_4e/5x5
INFO - 09:35:22 - Top shape: 8 128 14 14 (200704)
INFO - 09:35:22 - Memory required for data: 413301384
INFO - 09:35:22 - Creating layer / name=inception_4e/relu_5x5 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4e/relu_5x5
INFO - 09:35:22 - inception_4e/relu_5x5 <- inception_4e/5x5
INFO - 09:35:22 - inception_4e/relu_5x5 -> inception_4e/5x5 (in-place)
INFO - 09:35:22 - Setting up inception_4e/relu_5x5
INFO - 09:35:22 - Top shape: 8 128 14 14 (200704)
INFO - 09:35:22 - Memory required for data: 414104200
INFO - 09:35:22 - Creating layer / name=inception_4e/pool / type=Pooling
INFO - 09:35:22 - Creating Layer inception_4e/pool
INFO - 09:35:22 - inception_4e/pool <- inception_4d/output_inception_4d/output_0_split_4
INFO - 09:35:22 - inception_4e/pool -> inception_4e/pool
INFO - 09:35:22 - Setting up inception_4e/pool
INFO - 09:35:22 - Top shape: 8 528 14 14 (827904)
INFO - 09:35:22 - Memory required for data: 417415816
INFO - 09:35:22 - Creating layer / name=inception_4e/pool_proj / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4e/pool_proj
INFO - 09:35:22 - inception_4e/pool_proj <- inception_4e/pool
INFO - 09:35:22 - inception_4e/pool_proj -> inception_4e/pool_proj
INFO - 09:35:22 - Setting up inception_4e/pool_proj
INFO - 09:35:22 - Top shape: 8 128 14 14 (200704)
INFO - 09:35:22 - Memory required for data: 418218632
INFO - 09:35:22 - Creating layer / name=inception_4e/relu_pool_proj / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4e/relu_pool_proj
INFO - 09:35:22 - inception_4e/relu_pool_proj <- inception_4e/pool_proj
INFO - 09:35:22 - inception_4e/relu_pool_proj -> inception_4e/pool_proj (in-place)
INFO - 09:35:22 - Setting up inception_4e/relu_pool_proj
INFO - 09:35:22 - Top shape: 8 128 14 14 (200704)
INFO - 09:35:22 - Memory required for data: 419021448
INFO - 09:35:22 - Creating layer / name=inception_4e/output / type=Concat
INFO - 09:35:22 - Creating Layer inception_4e/output
INFO - 09:35:22 - inception_4e/output <- inception_4e/1x1
INFO - 09:35:22 - inception_4e/output <- inception_4e/3x3
INFO - 09:35:22 - inception_4e/output <- inception_4e/5x5
INFO - 09:35:22 - inception_4e/output <- inception_4e/pool_proj
INFO - 09:35:22 - inception_4e/output -> inception_4e/output
INFO - 09:35:22 - Setting up inception_4e/output
INFO - 09:35:22 - Top shape: 8 832 14 14 (1304576)
INFO - 09:35:22 - Memory required for data: 424239752
INFO - 09:35:22 - Creating layer / name=pool4/3x3_s2 / type=Pooling
INFO - 09:35:22 - Creating Layer pool4/3x3_s2
INFO - 09:35:22 - pool4/3x3_s2 <- inception_4e/output
INFO - 09:35:22 - pool4/3x3_s2 -> pool4/3x3_s2
INFO - 09:35:22 - Setting up pool4/3x3_s2
INFO - 09:35:22 - Top shape: 8 832 7 7 (326144)
INFO - 09:35:22 - Memory required for data: 425544328
INFO - 09:35:22 - Creating layer / name=pool4/3x3_s2_pool4/3x3_s2_0_split / type=Split
INFO - 09:35:22 - Creating Layer pool4/3x3_s2_pool4/3x3_s2_0_split
INFO - 09:35:22 - pool4/3x3_s2_pool4/3x3_s2_0_split <- pool4/3x3_s2
INFO - 09:35:22 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_0
INFO - 09:35:22 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_1
INFO - 09:35:22 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_2
INFO - 09:35:22 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_3
INFO - 09:35:22 - Setting up pool4/3x3_s2_pool4/3x3_s2_0_split
INFO - 09:35:22 - Top shape: 8 832 7 7 (326144)
INFO - 09:35:22 - Top shape: 8 832 7 7 (326144)
INFO - 09:35:22 - Top shape: 8 832 7 7 (326144)
INFO - 09:35:22 - Top shape: 8 832 7 7 (326144)
INFO - 09:35:22 - Memory required for data: 430762632
INFO - 09:35:22 - Creating layer / name=inception_5a/1x1 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_5a/1x1
INFO - 09:35:22 - inception_5a/1x1 <- pool4/3x3_s2_pool4/3x3_s2_0_split_0
INFO - 09:35:22 - inception_5a/1x1 -> inception_5a/1x1
INFO - 09:35:22 - Setting up inception_5a/1x1
INFO - 09:35:22 - Top shape: 8 256 7 7 (100352)
INFO - 09:35:22 - Memory required for data: 431164040
INFO - 09:35:22 - Creating layer / name=inception_5a/relu_1x1 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_5a/relu_1x1
INFO - 09:35:22 - inception_5a/relu_1x1 <- inception_5a/1x1
INFO - 09:35:22 - inception_5a/relu_1x1 -> inception_5a/1x1 (in-place)
INFO - 09:35:22 - Setting up inception_5a/relu_1x1
INFO - 09:35:22 - Top shape: 8 256 7 7 (100352)
INFO - 09:35:22 - Memory required for data: 431565448
INFO - 09:35:22 - Creating layer / name=inception_5a/3x3_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_5a/3x3_reduce
INFO - 09:35:22 - inception_5a/3x3_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_1
INFO - 09:35:22 - inception_5a/3x3_reduce -> inception_5a/3x3_reduce
INFO - 09:35:22 - Setting up inception_5a/3x3_reduce
INFO - 09:35:22 - Top shape: 8 160 7 7 (62720)
INFO - 09:35:22 - Memory required for data: 431816328
INFO - 09:35:22 - Creating layer / name=inception_5a/relu_3x3_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_5a/relu_3x3_reduce
INFO - 09:35:22 - inception_5a/relu_3x3_reduce <- inception_5a/3x3_reduce
INFO - 09:35:22 - inception_5a/relu_3x3_reduce -> inception_5a/3x3_reduce (in-place)
INFO - 09:35:22 - Setting up inception_5a/relu_3x3_reduce
INFO - 09:35:22 - Top shape: 8 160 7 7 (62720)
INFO - 09:35:22 - Memory required for data: 432067208
INFO - 09:35:22 - Creating layer / name=inception_5a/3x3 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_5a/3x3
INFO - 09:35:22 - inception_5a/3x3 <- inception_5a/3x3_reduce
INFO - 09:35:22 - inception_5a/3x3 -> inception_5a/3x3
INFO - 09:35:22 - Setting up inception_5a/3x3
INFO - 09:35:22 - Top shape: 8 320 7 7 (125440)
INFO - 09:35:22 - Memory required for data: 432568968
INFO - 09:35:22 - Creating layer / name=inception_5a/relu_3x3 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_5a/relu_3x3
INFO - 09:35:22 - inception_5a/relu_3x3 <- inception_5a/3x3
INFO - 09:35:22 - inception_5a/relu_3x3 -> inception_5a/3x3 (in-place)
INFO - 09:35:22 - Setting up inception_5a/relu_3x3
INFO - 09:35:22 - Top shape: 8 320 7 7 (125440)
INFO - 09:35:22 - Memory required for data: 433070728
INFO - 09:35:22 - Creating layer / name=inception_5a/5x5_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_5a/5x5_reduce
INFO - 09:35:22 - inception_5a/5x5_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_2
INFO - 09:35:22 - inception_5a/5x5_reduce -> inception_5a/5x5_reduce
INFO - 09:35:22 - Setting up inception_5a/5x5_reduce
INFO - 09:35:22 - Top shape: 8 32 7 7 (12544)
INFO - 09:35:22 - Memory required for data: 433120904
INFO - 09:35:22 - Creating layer / name=inception_5a/relu_5x5_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_5a/relu_5x5_reduce
INFO - 09:35:22 - inception_5a/relu_5x5_reduce <- inception_5a/5x5_reduce
INFO - 09:35:22 - inception_5a/relu_5x5_reduce -> inception_5a/5x5_reduce (in-place)
INFO - 09:35:22 - Setting up inception_5a/relu_5x5_reduce
INFO - 09:35:22 - Top shape: 8 32 7 7 (12544)
INFO - 09:35:22 - Memory required for data: 433171080
INFO - 09:35:22 - Creating layer / name=inception_5a/5x5 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_5a/5x5
INFO - 09:35:22 - inception_5a/5x5 <- inception_5a/5x5_reduce
INFO - 09:35:22 - inception_5a/5x5 -> inception_5a/5x5
INFO - 09:35:22 - Setting up inception_5a/5x5
INFO - 09:35:22 - Top shape: 8 128 7 7 (50176)
INFO - 09:35:22 - Memory required for data: 433371784
INFO - 09:35:22 - Creating layer / name=inception_5a/relu_5x5 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_5a/relu_5x5
INFO - 09:35:22 - inception_5a/relu_5x5 <- inception_5a/5x5
INFO - 09:35:22 - inception_5a/relu_5x5 -> inception_5a/5x5 (in-place)
INFO - 09:35:22 - Setting up inception_5a/relu_5x5
INFO - 09:35:22 - Top shape: 8 128 7 7 (50176)
INFO - 09:35:22 - Memory required for data: 433572488
INFO - 09:35:22 - Creating layer / name=inception_5a/pool / type=Pooling
INFO - 09:35:22 - Creating Layer inception_5a/pool
INFO - 09:35:22 - inception_5a/pool <- pool4/3x3_s2_pool4/3x3_s2_0_split_3
INFO - 09:35:22 - inception_5a/pool -> inception_5a/pool
INFO - 09:35:22 - Setting up inception_5a/pool
INFO - 09:35:22 - Top shape: 8 832 7 7 (326144)
INFO - 09:35:22 - Memory required for data: 434877064
INFO - 09:35:22 - Creating layer / name=inception_5a/pool_proj / type=Convolution
INFO - 09:35:22 - Creating Layer inception_5a/pool_proj
INFO - 09:35:22 - inception_5a/pool_proj <- inception_5a/pool
INFO - 09:35:22 - inception_5a/pool_proj -> inception_5a/pool_proj
INFO - 09:35:22 - Setting up inception_5a/pool_proj
INFO - 09:35:22 - Top shape: 8 128 7 7 (50176)
INFO - 09:35:22 - Memory required for data: 435077768
INFO - 09:35:22 - Creating layer / name=inception_5a/relu_pool_proj / type=ReLU
INFO - 09:35:22 - Creating Layer inception_5a/relu_pool_proj
INFO - 09:35:22 - inception_5a/relu_pool_proj <- inception_5a/pool_proj
INFO - 09:35:22 - inception_5a/relu_pool_proj -> inception_5a/pool_proj (in-place)
INFO - 09:35:22 - Setting up inception_5a/relu_pool_proj
INFO - 09:35:22 - Top shape: 8 128 7 7 (50176)
INFO - 09:35:22 - Memory required for data: 435278472
INFO - 09:35:22 - Creating layer / name=inception_5a/output / type=Concat
INFO - 09:35:22 - Creating Layer inception_5a/output
INFO - 09:35:22 - inception_5a/output <- inception_5a/1x1
INFO - 09:35:22 - inception_5a/output <- inception_5a/3x3
INFO - 09:35:22 - inception_5a/output <- inception_5a/5x5
INFO - 09:35:22 - inception_5a/output <- inception_5a/pool_proj
INFO - 09:35:22 - inception_5a/output -> inception_5a/output
INFO - 09:35:22 - Setting up inception_5a/output
INFO - 09:35:22 - Top shape: 8 832 7 7 (326144)
INFO - 09:35:22 - Memory required for data: 436583048
INFO - 09:35:22 - Creating layer / name=inception_5a/output_inception_5a/output_0_split / type=Split
INFO - 09:35:22 - Creating Layer inception_5a/output_inception_5a/output_0_split
INFO - 09:35:22 - inception_5a/output_inception_5a/output_0_split <- inception_5a/output
INFO - 09:35:22 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_0
INFO - 09:35:22 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_1
INFO - 09:35:22 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_2
INFO - 09:35:22 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_3
INFO - 09:35:22 - Setting up inception_5a/output_inception_5a/output_0_split
INFO - 09:35:22 - Top shape: 8 832 7 7 (326144)
INFO - 09:35:22 - Top shape: 8 832 7 7 (326144)
INFO - 09:35:22 - Top shape: 8 832 7 7 (326144)
INFO - 09:35:22 - Top shape: 8 832 7 7 (326144)
INFO - 09:35:22 - Memory required for data: 441801352
INFO - 09:35:22 - Creating layer / name=inception_5b/1x1 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_5b/1x1
INFO - 09:35:22 - inception_5b/1x1 <- inception_5a/output_inception_5a/output_0_split_0
INFO - 09:35:22 - inception_5b/1x1 -> inception_5b/1x1
INFO - 09:35:22 - Setting up inception_5b/1x1
INFO - 09:35:22 - Top shape: 8 384 7 7 (150528)
INFO - 09:35:22 - Memory required for data: 442403464
INFO - 09:35:22 - Creating layer / name=inception_5b/relu_1x1 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_5b/relu_1x1
INFO - 09:35:22 - inception_5b/relu_1x1 <- inception_5b/1x1
INFO - 09:35:22 - inception_5b/relu_1x1 -> inception_5b/1x1 (in-place)
INFO - 09:35:22 - Setting up inception_5b/relu_1x1
INFO - 09:35:22 - Top shape: 8 384 7 7 (150528)
INFO - 09:35:22 - Memory required for data: 443005576
INFO - 09:35:22 - Creating layer / name=inception_5b/3x3_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_5b/3x3_reduce
INFO - 09:35:22 - inception_5b/3x3_reduce <- inception_5a/output_inception_5a/output_0_split_1
INFO - 09:35:22 - inception_5b/3x3_reduce -> inception_5b/3x3_reduce
INFO - 09:35:22 - Setting up inception_5b/3x3_reduce
INFO - 09:35:22 - Top shape: 8 192 7 7 (75264)
INFO - 09:35:22 - Memory required for data: 443306632
INFO - 09:35:22 - Creating layer / name=inception_5b/relu_3x3_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_5b/relu_3x3_reduce
INFO - 09:35:22 - inception_5b/relu_3x3_reduce <- inception_5b/3x3_reduce
INFO - 09:35:22 - inception_5b/relu_3x3_reduce -> inception_5b/3x3_reduce (in-place)
INFO - 09:35:22 - Setting up inception_5b/relu_3x3_reduce
INFO - 09:35:22 - Top shape: 8 192 7 7 (75264)
INFO - 09:35:22 - Memory required for data: 443607688
INFO - 09:35:22 - Creating layer / name=inception_5b/3x3 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_5b/3x3
INFO - 09:35:22 - inception_5b/3x3 <- inception_5b/3x3_reduce
INFO - 09:35:22 - inception_5b/3x3 -> inception_5b/3x3
INFO - 09:35:22 - Setting up inception_5b/3x3
INFO - 09:35:22 - Top shape: 8 384 7 7 (150528)
INFO - 09:35:22 - Memory required for data: 444209800
INFO - 09:35:22 - Creating layer / name=inception_5b/relu_3x3 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_5b/relu_3x3
INFO - 09:35:22 - inception_5b/relu_3x3 <- inception_5b/3x3
INFO - 09:35:22 - inception_5b/relu_3x3 -> inception_5b/3x3 (in-place)
INFO - 09:35:22 - Setting up inception_5b/relu_3x3
INFO - 09:35:22 - Top shape: 8 384 7 7 (150528)
INFO - 09:35:22 - Memory required for data: 444811912
INFO - 09:35:22 - Creating layer / name=inception_5b/5x5_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_5b/5x5_reduce
INFO - 09:35:22 - inception_5b/5x5_reduce <- inception_5a/output_inception_5a/output_0_split_2
INFO - 09:35:22 - inception_5b/5x5_reduce -> inception_5b/5x5_reduce
INFO - 09:35:22 - Setting up inception_5b/5x5_reduce
INFO - 09:35:22 - Top shape: 8 48 7 7 (18816)
INFO - 09:35:22 - Memory required for data: 444887176
INFO - 09:35:22 - Creating layer / name=inception_5b/relu_5x5_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_5b/relu_5x5_reduce
INFO - 09:35:22 - inception_5b/relu_5x5_reduce <- inception_5b/5x5_reduce
INFO - 09:35:22 - inception_5b/relu_5x5_reduce -> inception_5b/5x5_reduce (in-place)
INFO - 09:35:22 - Setting up inception_5b/relu_5x5_reduce
INFO - 09:35:22 - Top shape: 8 48 7 7 (18816)
INFO - 09:35:22 - Memory required for data: 444962440
INFO - 09:35:22 - Creating layer / name=inception_5b/5x5 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_5b/5x5
INFO - 09:35:22 - inception_5b/5x5 <- inception_5b/5x5_reduce
INFO - 09:35:22 - inception_5b/5x5 -> inception_5b/5x5
INFO - 09:35:22 - Setting up inception_5b/5x5
INFO - 09:35:22 - Top shape: 8 128 7 7 (50176)
INFO - 09:35:22 - Memory required for data: 445163144
INFO - 09:35:22 - Creating layer / name=inception_5b/relu_5x5 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_5b/relu_5x5
INFO - 09:35:22 - inception_5b/relu_5x5 <- inception_5b/5x5
INFO - 09:35:22 - inception_5b/relu_5x5 -> inception_5b/5x5 (in-place)
INFO - 09:35:22 - Setting up inception_5b/relu_5x5
INFO - 09:35:22 - Top shape: 8 128 7 7 (50176)
INFO - 09:35:22 - Memory required for data: 445363848
INFO - 09:35:22 - Creating layer / name=inception_5b/pool / type=Pooling
INFO - 09:35:22 - Creating Layer inception_5b/pool
INFO - 09:35:22 - inception_5b/pool <- inception_5a/output_inception_5a/output_0_split_3
INFO - 09:35:22 - inception_5b/pool -> inception_5b/pool
INFO - 09:35:22 - Setting up inception_5b/pool
INFO - 09:35:22 - Top shape: 8 832 7 7 (326144)
INFO - 09:35:22 - Memory required for data: 446668424
INFO - 09:35:22 - Creating layer / name=inception_5b/pool_proj / type=Convolution
INFO - 09:35:22 - Creating Layer inception_5b/pool_proj
INFO - 09:35:22 - inception_5b/pool_proj <- inception_5b/pool
INFO - 09:35:22 - inception_5b/pool_proj -> inception_5b/pool_proj
INFO - 09:35:22 - Setting up inception_5b/pool_proj
INFO - 09:35:22 - Top shape: 8 128 7 7 (50176)
INFO - 09:35:22 - Memory required for data: 446869128
INFO - 09:35:22 - Creating layer / name=inception_5b/relu_pool_proj / type=ReLU
INFO - 09:35:22 - Creating Layer inception_5b/relu_pool_proj
INFO - 09:35:22 - inception_5b/relu_pool_proj <- inception_5b/pool_proj
INFO - 09:35:22 - inception_5b/relu_pool_proj -> inception_5b/pool_proj (in-place)
INFO - 09:35:22 - Setting up inception_5b/relu_pool_proj
INFO - 09:35:22 - Top shape: 8 128 7 7 (50176)
INFO - 09:35:22 - Memory required for data: 447069832
INFO - 09:35:22 - Creating layer / name=inception_5b/output / type=Concat
INFO - 09:35:22 - Creating Layer inception_5b/output
INFO - 09:35:22 - inception_5b/output <- inception_5b/1x1
INFO - 09:35:22 - inception_5b/output <- inception_5b/3x3
INFO - 09:35:22 - inception_5b/output <- inception_5b/5x5
INFO - 09:35:22 - inception_5b/output <- inception_5b/pool_proj
INFO - 09:35:22 - inception_5b/output -> inception_5b/output
INFO - 09:35:22 - Setting up inception_5b/output
INFO - 09:35:22 - Top shape: 8 1024 7 7 (401408)
INFO - 09:35:22 - Memory required for data: 448675464
INFO - 09:35:22 - Creating layer / name=pool5/7x7_s1 / type=Pooling
INFO - 09:35:22 - Creating Layer pool5/7x7_s1
INFO - 09:35:22 - pool5/7x7_s1 <- inception_5b/output
INFO - 09:35:22 - pool5/7x7_s1 -> pool5/7x7_s1
INFO - 09:35:22 - Setting up pool5/7x7_s1
INFO - 09:35:22 - Top shape: 8 1024 1 1 (8192)
INFO - 09:35:22 - Memory required for data: 448708232
INFO - 09:35:22 - Creating layer / name=pool5/drop_7x7_s1 / type=Dropout
INFO - 09:35:22 - Creating Layer pool5/drop_7x7_s1
INFO - 09:35:22 - pool5/drop_7x7_s1 <- pool5/7x7_s1
INFO - 09:35:22 - pool5/drop_7x7_s1 -> pool5/7x7_s1 (in-place)
INFO - 09:35:22 - Setting up pool5/drop_7x7_s1
INFO - 09:35:22 - Top shape: 8 1024 1 1 (8192)
INFO - 09:35:22 - Memory required for data: 448741000
INFO - 09:35:22 - Creating layer / name=loss3/classifier / type=InnerProduct
INFO - 09:35:22 - Creating Layer loss3/classifier
INFO - 09:35:22 - loss3/classifier <- pool5/7x7_s1
INFO - 09:35:22 - loss3/classifier -> loss3/classifier
INFO - 09:35:22 - Setting up loss3/classifier
INFO - 09:35:22 - Top shape: 8 12 (96)
INFO - 09:35:22 - Memory required for data: 448741384
INFO - 09:35:22 - Creating layer / name=loss3/loss3 / type=SoftmaxWithLoss
INFO - 09:35:22 - Creating Layer loss3/loss3
INFO - 09:35:22 - loss3/loss3 <- loss3/classifier
INFO - 09:35:22 - loss3/loss3 <- label_data_1_split_2
INFO - 09:35:22 - loss3/loss3 -> loss3/loss3
INFO - 09:35:22 - Creating layer / name=loss3/loss3 / type=Softmax
INFO - 09:35:22 - Setting up loss3/loss3
INFO - 09:35:22 - Top shape: (1)
INFO - 09:35:22 - with loss weight 1
INFO - 09:35:22 - Memory required for data: 448741388
INFO - 09:35:22 - loss3/loss3 needs backward computation.
INFO - 09:35:22 - loss3/classifier needs backward computation.
INFO - 09:35:22 - pool5/drop_7x7_s1 needs backward computation.
INFO - 09:35:22 - pool5/7x7_s1 needs backward computation.
INFO - 09:35:22 - inception_5b/output needs backward computation.
INFO - 09:35:22 - inception_5b/relu_pool_proj needs backward computation.
INFO - 09:35:22 - inception_5b/pool_proj needs backward computation.
INFO - 09:35:22 - inception_5b/pool needs backward computation.
INFO - 09:35:22 - inception_5b/relu_5x5 needs backward computation.
INFO - 09:35:22 - inception_5b/5x5 needs backward computation.
INFO - 09:35:22 - inception_5b/relu_5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_5b/5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_5b/relu_3x3 needs backward computation.
INFO - 09:35:22 - inception_5b/3x3 needs backward computation.
INFO - 09:35:22 - inception_5b/relu_3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_5b/3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_5b/relu_1x1 needs backward computation.
INFO - 09:35:22 - inception_5b/1x1 needs backward computation.
INFO - 09:35:22 - inception_5a/output_inception_5a/output_0_split needs backward computation.
INFO - 09:35:22 - inception_5a/output needs backward computation.
INFO - 09:35:22 - inception_5a/relu_pool_proj needs backward computation.
INFO - 09:35:22 - inception_5a/pool_proj needs backward computation.
INFO - 09:35:22 - inception_5a/pool needs backward computation.
INFO - 09:35:22 - inception_5a/relu_5x5 needs backward computation.
INFO - 09:35:22 - inception_5a/5x5 needs backward computation.
INFO - 09:35:22 - inception_5a/relu_5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_5a/5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_5a/relu_3x3 needs backward computation.
INFO - 09:35:22 - inception_5a/3x3 needs backward computation.
INFO - 09:35:22 - inception_5a/relu_3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_5a/3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_5a/relu_1x1 needs backward computation.
INFO - 09:35:22 - inception_5a/1x1 needs backward computation.
INFO - 09:35:22 - pool4/3x3_s2_pool4/3x3_s2_0_split needs backward computation.
INFO - 09:35:22 - pool4/3x3_s2 needs backward computation.
INFO - 09:35:22 - inception_4e/output needs backward computation.
INFO - 09:35:22 - inception_4e/relu_pool_proj needs backward computation.
INFO - 09:35:22 - inception_4e/pool_proj needs backward computation.
INFO - 09:35:22 - inception_4e/pool needs backward computation.
INFO - 09:35:22 - inception_4e/relu_5x5 needs backward computation.
INFO - 09:35:22 - inception_4e/5x5 needs backward computation.
INFO - 09:35:22 - inception_4e/relu_5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_4e/5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_4e/relu_3x3 needs backward computation.
INFO - 09:35:22 - inception_4e/3x3 needs backward computation.
INFO - 09:35:22 - inception_4e/relu_3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_4e/3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_4e/relu_1x1 needs backward computation.
INFO - 09:35:22 - inception_4e/1x1 needs backward computation.
INFO - 09:35:22 - loss2/loss needs backward computation.
INFO - 09:35:22 - loss2/classifier needs backward computation.
INFO - 09:35:22 - loss2/drop_fc needs backward computation.
INFO - 09:35:22 - loss2/relu_fc needs backward computation.
INFO - 09:35:22 - loss2/fc needs backward computation.
INFO - 09:35:22 - loss2/relu_conv needs backward computation.
INFO - 09:35:22 - loss2/conv needs backward computation.
INFO - 09:35:22 - loss2/ave_pool needs backward computation.
INFO - 09:35:22 - inception_4d/output_inception_4d/output_0_split needs backward computation.
INFO - 09:35:22 - inception_4d/output needs backward computation.
INFO - 09:35:22 - inception_4d/relu_pool_proj needs backward computation.
INFO - 09:35:22 - inception_4d/pool_proj needs backward computation.
INFO - 09:35:22 - inception_4d/pool needs backward computation.
INFO - 09:35:22 - inception_4d/relu_5x5 needs backward computation.
INFO - 09:35:22 - inception_4d/5x5 needs backward computation.
INFO - 09:35:22 - inception_4d/relu_5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_4d/5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_4d/relu_3x3 needs backward computation.
INFO - 09:35:22 - inception_4d/3x3 needs backward computation.
INFO - 09:35:22 - inception_4d/relu_3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_4d/3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_4d/relu_1x1 needs backward computation.
INFO - 09:35:22 - inception_4d/1x1 needs backward computation.
INFO - 09:35:22 - inception_4c/output_inception_4c/output_0_split needs backward computation.
INFO - 09:35:22 - inception_4c/output needs backward computation.
INFO - 09:35:22 - inception_4c/relu_pool_proj needs backward computation.
INFO - 09:35:22 - inception_4c/pool_proj needs backward computation.
INFO - 09:35:22 - inception_4c/pool needs backward computation.
INFO - 09:35:22 - inception_4c/relu_5x5 needs backward computation.
INFO - 09:35:22 - inception_4c/5x5 needs backward computation.
INFO - 09:35:22 - inception_4c/relu_5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_4c/5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_4c/relu_3x3 needs backward computation.
INFO - 09:35:22 - inception_4c/3x3 needs backward computation.
INFO - 09:35:22 - inception_4c/relu_3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_4c/3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_4c/relu_1x1 needs backward computation.
INFO - 09:35:22 - inception_4c/1x1 needs backward computation.
INFO - 09:35:22 - inception_4b/output_inception_4b/output_0_split needs backward computation.
INFO - 09:35:22 - inception_4b/output needs backward computation.
INFO - 09:35:22 - inception_4b/relu_pool_proj needs backward computation.
INFO - 09:35:22 - inception_4b/pool_proj needs backward computation.
INFO - 09:35:22 - inception_4b/pool needs backward computation.
INFO - 09:35:22 - inception_4b/relu_5x5 needs backward computation.
INFO - 09:35:22 - inception_4b/5x5 needs backward computation.
INFO - 09:35:22 - inception_4b/relu_5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_4b/5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_4b/relu_3x3 needs backward computation.
INFO - 09:35:22 - inception_4b/3x3 needs backward computation.
INFO - 09:35:22 - inception_4b/relu_3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_4b/3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_4b/relu_1x1 needs backward computation.
INFO - 09:35:22 - inception_4b/1x1 needs backward computation.
INFO - 09:35:22 - loss1/loss needs backward computation.
INFO - 09:35:22 - loss1/classifier needs backward computation.
INFO - 09:35:22 - loss1/drop_fc needs backward computation.
INFO - 09:35:22 - loss1/relu_fc needs backward computation.
INFO - 09:35:22 - loss1/fc needs backward computation.
INFO - 09:35:22 - loss1/relu_conv needs backward computation.
INFO - 09:35:22 - loss1/conv needs backward computation.
INFO - 09:35:22 - loss1/ave_pool needs backward computation.
INFO - 09:35:22 - inception_4a/output_inception_4a/output_0_split needs backward computation.
INFO - 09:35:22 - inception_4a/output needs backward computation.
INFO - 09:35:22 - inception_4a/relu_pool_proj needs backward computation.
INFO - 09:35:22 - inception_4a/pool_proj needs backward computation.
INFO - 09:35:22 - inception_4a/pool needs backward computation.
INFO - 09:35:22 - inception_4a/relu_5x5 needs backward computation.
INFO - 09:35:22 - inception_4a/5x5 needs backward computation.
INFO - 09:35:22 - inception_4a/relu_5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_4a/5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_4a/relu_3x3 needs backward computation.
INFO - 09:35:22 - inception_4a/3x3 needs backward computation.
INFO - 09:35:22 - inception_4a/relu_3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_4a/3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_4a/relu_1x1 needs backward computation.
INFO - 09:35:22 - inception_4a/1x1 needs backward computation.
INFO - 09:35:22 - pool3/3x3_s2_pool3/3x3_s2_0_split needs backward computation.
INFO - 09:35:22 - pool3/3x3_s2 needs backward computation.
INFO - 09:35:22 - inception_3b/output needs backward computation.
INFO - 09:35:22 - inception_3b/relu_pool_proj needs backward computation.
INFO - 09:35:22 - inception_3b/pool_proj needs backward computation.
INFO - 09:35:22 - inception_3b/pool needs backward computation.
INFO - 09:35:22 - inception_3b/relu_5x5 needs backward computation.
INFO - 09:35:22 - inception_3b/5x5 needs backward computation.
INFO - 09:35:22 - inception_3b/relu_5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_3b/5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_3b/relu_3x3 needs backward computation.
INFO - 09:35:22 - inception_3b/3x3 needs backward computation.
INFO - 09:35:22 - inception_3b/relu_3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_3b/3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_3b/relu_1x1 needs backward computation.
INFO - 09:35:22 - inception_3b/1x1 needs backward computation.
INFO - 09:35:22 - inception_3a/output_inception_3a/output_0_split needs backward computation.
INFO - 09:35:22 - inception_3a/output needs backward computation.
INFO - 09:35:22 - inception_3a/relu_pool_proj needs backward computation.
INFO - 09:35:22 - inception_3a/pool_proj needs backward computation.
INFO - 09:35:22 - inception_3a/pool needs backward computation.
INFO - 09:35:22 - inception_3a/relu_5x5 needs backward computation.
INFO - 09:35:22 - inception_3a/5x5 needs backward computation.
INFO - 09:35:22 - inception_3a/relu_5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_3a/5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_3a/relu_3x3 needs backward computation.
INFO - 09:35:22 - inception_3a/3x3 needs backward computation.
INFO - 09:35:22 - inception_3a/relu_3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_3a/3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_3a/relu_1x1 needs backward computation.
INFO - 09:35:22 - inception_3a/1x1 needs backward computation.
INFO - 09:35:22 - pool2/3x3_s2_pool2/3x3_s2_0_split needs backward computation.
INFO - 09:35:22 - pool2/3x3_s2 needs backward computation.
INFO - 09:35:22 - conv2/norm2 needs backward computation.
INFO - 09:35:22 - conv2/relu_3x3 needs backward computation.
INFO - 09:35:22 - conv2/3x3 needs backward computation.
INFO - 09:35:22 - conv2/relu_3x3_reduce needs backward computation.
INFO - 09:35:22 - conv2/3x3_reduce needs backward computation.
INFO - 09:35:22 - pool1/norm1 needs backward computation.
INFO - 09:35:22 - pool1/3x3_s2 needs backward computation.
INFO - 09:35:22 - conv1/relu_7x7 needs backward computation.
INFO - 09:35:22 - conv1/7x7_s2 needs backward computation.
INFO - 09:35:22 - label_data_1_split does not need backward computation.
INFO - 09:35:22 - data does not need backward computation.
INFO - 09:35:22 - This network produces output loss1/loss1
INFO - 09:35:22 - This network produces output loss2/loss1
INFO - 09:35:22 - This network produces output loss3/loss3
INFO - 09:35:22 - Network initialization done.
INFO - 09:35:22 - Creating test net (#0) specified by net_param
INFO - 09:35:22 - The NetState phase (1) differed from the phase (0) specified by a rule in layer data
INFO - 09:35:22 - Initializing net from parameters:
INFO - 09:35:22 - Creating layer / name=googlenet / type=MemoryData
INFO - 09:35:22 - Creating Layer googlenet
INFO - 09:35:22 - googlenet -> data
INFO - 09:35:22 - googlenet -> label
INFO - 09:35:22 - Setting up googlenet
INFO - 09:35:22 - Top shape: 8 3 224 224 (1204224)
INFO - 09:35:22 - Top shape: 8 (8)
INFO - 09:35:22 - Memory required for data: 4816928
INFO - 09:35:22 - Creating layer / name=label_googlenet_1_split / type=Split
INFO - 09:35:22 - Creating Layer label_googlenet_1_split
INFO - 09:35:22 - label_googlenet_1_split <- label
INFO - 09:35:22 - label_googlenet_1_split -> label_googlenet_1_split_0
INFO - 09:35:22 - label_googlenet_1_split -> label_googlenet_1_split_1
INFO - 09:35:22 - label_googlenet_1_split -> label_googlenet_1_split_2
INFO - 09:35:22 - label_googlenet_1_split -> label_googlenet_1_split_3
INFO - 09:35:22 - label_googlenet_1_split -> label_googlenet_1_split_4
INFO - 09:35:22 - label_googlenet_1_split -> label_googlenet_1_split_5
INFO - 09:35:22 - label_googlenet_1_split -> label_googlenet_1_split_6
INFO - 09:35:22 - label_googlenet_1_split -> label_googlenet_1_split_7
INFO - 09:35:22 - Setting up label_googlenet_1_split
INFO - 09:35:22 - Top shape: 8 (8)
INFO - 09:35:22 - Top shape: 8 (8)
INFO - 09:35:22 - Top shape: 8 (8)
INFO - 09:35:22 - Top shape: 8 (8)
INFO - 09:35:22 - Top shape: 8 (8)
INFO - 09:35:22 - Top shape: 8 (8)
INFO - 09:35:22 - Top shape: 8 (8)
INFO - 09:35:22 - Top shape: 8 (8)
INFO - 09:35:22 - Memory required for data: 4817184
INFO - 09:35:22 - Creating layer / name=conv1/7x7_s2 / type=Convolution
INFO - 09:35:22 - Creating Layer conv1/7x7_s2
INFO - 09:35:22 - conv1/7x7_s2 <- data
INFO - 09:35:22 - conv1/7x7_s2 -> conv1/7x7_s2
INFO - 09:35:22 - Setting up conv1/7x7_s2
INFO - 09:35:22 - Top shape: 8 64 112 112 (6422528)
INFO - 09:35:22 - Memory required for data: 30507296
INFO - 09:35:22 - Creating layer / name=conv1/relu_7x7 / type=ReLU
INFO - 09:35:22 - Creating Layer conv1/relu_7x7
INFO - 09:35:22 - conv1/relu_7x7 <- conv1/7x7_s2
INFO - 09:35:22 - conv1/relu_7x7 -> conv1/7x7_s2 (in-place)
INFO - 09:35:22 - Setting up conv1/relu_7x7
INFO - 09:35:22 - Top shape: 8 64 112 112 (6422528)
INFO - 09:35:22 - Memory required for data: 56197408
INFO - 09:35:22 - Creating layer / name=pool1/3x3_s2 / type=Pooling
INFO - 09:35:22 - Creating Layer pool1/3x3_s2
INFO - 09:35:22 - pool1/3x3_s2 <- conv1/7x7_s2
INFO - 09:35:22 - pool1/3x3_s2 -> pool1/3x3_s2
INFO - 09:35:22 - Setting up pool1/3x3_s2
INFO - 09:35:22 - Top shape: 8 64 56 56 (1605632)
INFO - 09:35:22 - Memory required for data: 62619936
INFO - 09:35:22 - Creating layer / name=pool1/norm1 / type=LRN
INFO - 09:35:22 - Creating Layer pool1/norm1
INFO - 09:35:22 - pool1/norm1 <- pool1/3x3_s2
INFO - 09:35:22 - pool1/norm1 -> pool1/norm1
INFO - 09:35:22 - Setting up pool1/norm1
INFO - 09:35:22 - Top shape: 8 64 56 56 (1605632)
INFO - 09:35:22 - Memory required for data: 69042464
INFO - 09:35:22 - Creating layer / name=conv2/3x3_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer conv2/3x3_reduce
INFO - 09:35:22 - conv2/3x3_reduce <- pool1/norm1
INFO - 09:35:22 - conv2/3x3_reduce -> conv2/3x3_reduce
INFO - 09:35:22 - Setting up conv2/3x3_reduce
INFO - 09:35:22 - Top shape: 8 64 56 56 (1605632)
INFO - 09:35:22 - Memory required for data: 75464992
INFO - 09:35:22 - Creating layer / name=conv2/relu_3x3_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer conv2/relu_3x3_reduce
INFO - 09:35:22 - conv2/relu_3x3_reduce <- conv2/3x3_reduce
INFO - 09:35:22 - conv2/relu_3x3_reduce -> conv2/3x3_reduce (in-place)
INFO - 09:35:22 - Setting up conv2/relu_3x3_reduce
INFO - 09:35:22 - Top shape: 8 64 56 56 (1605632)
INFO - 09:35:22 - Memory required for data: 81887520
INFO - 09:35:22 - Creating layer / name=conv2/3x3 / type=Convolution
INFO - 09:35:22 - Creating Layer conv2/3x3
INFO - 09:35:22 - conv2/3x3 <- conv2/3x3_reduce
INFO - 09:35:22 - conv2/3x3 -> conv2/3x3
INFO - 09:35:22 - Setting up conv2/3x3
INFO - 09:35:22 - Top shape: 8 192 56 56 (4816896)
INFO - 09:35:22 - Memory required for data: 101155104
INFO - 09:35:22 - Creating layer / name=conv2/relu_3x3 / type=ReLU
INFO - 09:35:22 - Creating Layer conv2/relu_3x3
INFO - 09:35:22 - conv2/relu_3x3 <- conv2/3x3
INFO - 09:35:22 - conv2/relu_3x3 -> conv2/3x3 (in-place)
INFO - 09:35:22 - Setting up conv2/relu_3x3
INFO - 09:35:22 - Top shape: 8 192 56 56 (4816896)
INFO - 09:35:22 - Memory required for data: 120422688
INFO - 09:35:22 - Creating layer / name=conv2/norm2 / type=LRN
INFO - 09:35:22 - Creating Layer conv2/norm2
INFO - 09:35:22 - conv2/norm2 <- conv2/3x3
INFO - 09:35:22 - conv2/norm2 -> conv2/norm2
INFO - 09:35:22 - Setting up conv2/norm2
INFO - 09:35:22 - Top shape: 8 192 56 56 (4816896)
INFO - 09:35:22 - Memory required for data: 139690272
INFO - 09:35:22 - Creating layer / name=pool2/3x3_s2 / type=Pooling
INFO - 09:35:22 - Creating Layer pool2/3x3_s2
INFO - 09:35:22 - pool2/3x3_s2 <- conv2/norm2
INFO - 09:35:22 - pool2/3x3_s2 -> pool2/3x3_s2
INFO - 09:35:22 - Setting up pool2/3x3_s2
INFO - 09:35:22 - Top shape: 8 192 28 28 (1204224)
INFO - 09:35:22 - Memory required for data: 144507168
INFO - 09:35:22 - Creating layer / name=pool2/3x3_s2_pool2/3x3_s2_0_split / type=Split
INFO - 09:35:22 - Creating Layer pool2/3x3_s2_pool2/3x3_s2_0_split
INFO - 09:35:22 - pool2/3x3_s2_pool2/3x3_s2_0_split <- pool2/3x3_s2
INFO - 09:35:22 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_0
INFO - 09:35:22 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_1
INFO - 09:35:22 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_2
INFO - 09:35:22 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_3
INFO - 09:35:22 - Setting up pool2/3x3_s2_pool2/3x3_s2_0_split
INFO - 09:35:22 - Top shape: 8 192 28 28 (1204224)
INFO - 09:35:22 - Top shape: 8 192 28 28 (1204224)
INFO - 09:35:22 - Top shape: 8 192 28 28 (1204224)
INFO - 09:35:22 - Top shape: 8 192 28 28 (1204224)
INFO - 09:35:22 - Memory required for data: 163774752
INFO - 09:35:22 - Creating layer / name=inception_3a/1x1 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_3a/1x1
INFO - 09:35:22 - inception_3a/1x1 <- pool2/3x3_s2_pool2/3x3_s2_0_split_0
INFO - 09:35:22 - inception_3a/1x1 -> inception_3a/1x1
INFO - 09:35:22 - Setting up inception_3a/1x1
INFO - 09:35:22 - Top shape: 8 64 28 28 (401408)
INFO - 09:35:22 - Memory required for data: 165380384
INFO - 09:35:22 - Creating layer / name=inception_3a/relu_1x1 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_3a/relu_1x1
INFO - 09:35:22 - inception_3a/relu_1x1 <- inception_3a/1x1
INFO - 09:35:22 - inception_3a/relu_1x1 -> inception_3a/1x1 (in-place)
INFO - 09:35:22 - Setting up inception_3a/relu_1x1
INFO - 09:35:22 - Top shape: 8 64 28 28 (401408)
INFO - 09:35:22 - Memory required for data: 166986016
INFO - 09:35:22 - Creating layer / name=inception_3a/3x3_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_3a/3x3_reduce
INFO - 09:35:22 - inception_3a/3x3_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_1
INFO - 09:35:22 - inception_3a/3x3_reduce -> inception_3a/3x3_reduce
INFO - 09:35:22 - Setting up inception_3a/3x3_reduce
INFO - 09:35:22 - Top shape: 8 96 28 28 (602112)
INFO - 09:35:22 - Memory required for data: 169394464
INFO - 09:35:22 - Creating layer / name=inception_3a/relu_3x3_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_3a/relu_3x3_reduce
INFO - 09:35:22 - inception_3a/relu_3x3_reduce <- inception_3a/3x3_reduce
INFO - 09:35:22 - inception_3a/relu_3x3_reduce -> inception_3a/3x3_reduce (in-place)
INFO - 09:35:22 - Setting up inception_3a/relu_3x3_reduce
INFO - 09:35:22 - Top shape: 8 96 28 28 (602112)
INFO - 09:35:22 - Memory required for data: 171802912
INFO - 09:35:22 - Creating layer / name=inception_3a/3x3 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_3a/3x3
INFO - 09:35:22 - inception_3a/3x3 <- inception_3a/3x3_reduce
INFO - 09:35:22 - inception_3a/3x3 -> inception_3a/3x3
INFO - 09:35:22 - Setting up inception_3a/3x3
INFO - 09:35:22 - Top shape: 8 128 28 28 (802816)
INFO - 09:35:22 - Memory required for data: 175014176
INFO - 09:35:22 - Creating layer / name=inception_3a/relu_3x3 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_3a/relu_3x3
INFO - 09:35:22 - inception_3a/relu_3x3 <- inception_3a/3x3
INFO - 09:35:22 - inception_3a/relu_3x3 -> inception_3a/3x3 (in-place)
INFO - 09:35:22 - Setting up inception_3a/relu_3x3
INFO - 09:35:22 - Top shape: 8 128 28 28 (802816)
INFO - 09:35:22 - Memory required for data: 178225440
INFO - 09:35:22 - Creating layer / name=inception_3a/5x5_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_3a/5x5_reduce
INFO - 09:35:22 - inception_3a/5x5_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_2
INFO - 09:35:22 - inception_3a/5x5_reduce -> inception_3a/5x5_reduce
INFO - 09:35:22 - Setting up inception_3a/5x5_reduce
INFO - 09:35:22 - Top shape: 8 16 28 28 (100352)
INFO - 09:35:22 - Memory required for data: 178626848
INFO - 09:35:22 - Creating layer / name=inception_3a/relu_5x5_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_3a/relu_5x5_reduce
INFO - 09:35:22 - inception_3a/relu_5x5_reduce <- inception_3a/5x5_reduce
INFO - 09:35:22 - inception_3a/relu_5x5_reduce -> inception_3a/5x5_reduce (in-place)
INFO - 09:35:22 - Setting up inception_3a/relu_5x5_reduce
INFO - 09:35:22 - Top shape: 8 16 28 28 (100352)
INFO - 09:35:22 - Memory required for data: 179028256
INFO - 09:35:22 - Creating layer / name=inception_3a/5x5 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_3a/5x5
INFO - 09:35:22 - inception_3a/5x5 <- inception_3a/5x5_reduce
INFO - 09:35:22 - inception_3a/5x5 -> inception_3a/5x5
INFO - 09:35:22 - Setting up inception_3a/5x5
INFO - 09:35:22 - Top shape: 8 32 28 28 (200704)
INFO - 09:35:22 - Memory required for data: 179831072
INFO - 09:35:22 - Creating layer / name=inception_3a/relu_5x5 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_3a/relu_5x5
INFO - 09:35:22 - inception_3a/relu_5x5 <- inception_3a/5x5
INFO - 09:35:22 - inception_3a/relu_5x5 -> inception_3a/5x5 (in-place)
INFO - 09:35:22 - Setting up inception_3a/relu_5x5
INFO - 09:35:22 - Top shape: 8 32 28 28 (200704)
INFO - 09:35:22 - Memory required for data: 180633888
INFO - 09:35:22 - Creating layer / name=inception_3a/pool / type=Pooling
INFO - 09:35:22 - Creating Layer inception_3a/pool
INFO - 09:35:22 - inception_3a/pool <- pool2/3x3_s2_pool2/3x3_s2_0_split_3
INFO - 09:35:22 - inception_3a/pool -> inception_3a/pool
INFO - 09:35:22 - Setting up inception_3a/pool
INFO - 09:35:22 - Top shape: 8 192 28 28 (1204224)
INFO - 09:35:22 - Memory required for data: 185450784
INFO - 09:35:22 - Creating layer / name=inception_3a/pool_proj / type=Convolution
INFO - 09:35:22 - Creating Layer inception_3a/pool_proj
INFO - 09:35:22 - inception_3a/pool_proj <- inception_3a/pool
INFO - 09:35:22 - inception_3a/pool_proj -> inception_3a/pool_proj
INFO - 09:35:22 - Setting up inception_3a/pool_proj
INFO - 09:35:22 - Top shape: 8 32 28 28 (200704)
INFO - 09:35:22 - Memory required for data: 186253600
INFO - 09:35:22 - Creating layer / name=inception_3a/relu_pool_proj / type=ReLU
INFO - 09:35:22 - Creating Layer inception_3a/relu_pool_proj
INFO - 09:35:22 - inception_3a/relu_pool_proj <- inception_3a/pool_proj
INFO - 09:35:22 - inception_3a/relu_pool_proj -> inception_3a/pool_proj (in-place)
INFO - 09:35:22 - Setting up inception_3a/relu_pool_proj
INFO - 09:35:22 - Top shape: 8 32 28 28 (200704)
INFO - 09:35:22 - Memory required for data: 187056416
INFO - 09:35:22 - Creating layer / name=inception_3a/output / type=Concat
INFO - 09:35:22 - Creating Layer inception_3a/output
INFO - 09:35:22 - inception_3a/output <- inception_3a/1x1
INFO - 09:35:22 - inception_3a/output <- inception_3a/3x3
INFO - 09:35:22 - inception_3a/output <- inception_3a/5x5
INFO - 09:35:22 - inception_3a/output <- inception_3a/pool_proj
INFO - 09:35:22 - inception_3a/output -> inception_3a/output
INFO - 09:35:22 - Setting up inception_3a/output
INFO - 09:35:22 - Top shape: 8 256 28 28 (1605632)
INFO - 09:35:22 - Memory required for data: 193478944
INFO - 09:35:22 - Creating layer / name=inception_3a/output_inception_3a/output_0_split / type=Split
INFO - 09:35:22 - Creating Layer inception_3a/output_inception_3a/output_0_split
INFO - 09:35:22 - inception_3a/output_inception_3a/output_0_split <- inception_3a/output
INFO - 09:35:22 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_0
INFO - 09:35:22 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_1
INFO - 09:35:22 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_2
INFO - 09:35:22 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_3
INFO - 09:35:22 - Setting up inception_3a/output_inception_3a/output_0_split
INFO - 09:35:22 - Top shape: 8 256 28 28 (1605632)
INFO - 09:35:22 - Top shape: 8 256 28 28 (1605632)
INFO - 09:35:22 - Top shape: 8 256 28 28 (1605632)
INFO - 09:35:22 - Top shape: 8 256 28 28 (1605632)
INFO - 09:35:22 - Memory required for data: 219169056
INFO - 09:35:22 - Creating layer / name=inception_3b/1x1 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_3b/1x1
INFO - 09:35:22 - inception_3b/1x1 <- inception_3a/output_inception_3a/output_0_split_0
INFO - 09:35:22 - inception_3b/1x1 -> inception_3b/1x1
INFO - 09:35:22 - Setting up inception_3b/1x1
INFO - 09:35:22 - Top shape: 8 128 28 28 (802816)
INFO - 09:35:22 - Memory required for data: 222380320
INFO - 09:35:22 - Creating layer / name=inception_3b/relu_1x1 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_3b/relu_1x1
INFO - 09:35:22 - inception_3b/relu_1x1 <- inception_3b/1x1
INFO - 09:35:22 - inception_3b/relu_1x1 -> inception_3b/1x1 (in-place)
INFO - 09:35:22 - Setting up inception_3b/relu_1x1
INFO - 09:35:22 - Top shape: 8 128 28 28 (802816)
INFO - 09:35:22 - Memory required for data: 225591584
INFO - 09:35:22 - Creating layer / name=inception_3b/3x3_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_3b/3x3_reduce
INFO - 09:35:22 - inception_3b/3x3_reduce <- inception_3a/output_inception_3a/output_0_split_1
INFO - 09:35:22 - inception_3b/3x3_reduce -> inception_3b/3x3_reduce
INFO - 09:35:22 - Setting up inception_3b/3x3_reduce
INFO - 09:35:22 - Top shape: 8 128 28 28 (802816)
INFO - 09:35:22 - Memory required for data: 228802848
INFO - 09:35:22 - Creating layer / name=inception_3b/relu_3x3_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_3b/relu_3x3_reduce
INFO - 09:35:22 - inception_3b/relu_3x3_reduce <- inception_3b/3x3_reduce
INFO - 09:35:22 - inception_3b/relu_3x3_reduce -> inception_3b/3x3_reduce (in-place)
INFO - 09:35:22 - Setting up inception_3b/relu_3x3_reduce
INFO - 09:35:22 - Top shape: 8 128 28 28 (802816)
INFO - 09:35:22 - Memory required for data: 232014112
INFO - 09:35:22 - Creating layer / name=inception_3b/3x3 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_3b/3x3
INFO - 09:35:22 - inception_3b/3x3 <- inception_3b/3x3_reduce
INFO - 09:35:22 - inception_3b/3x3 -> inception_3b/3x3
INFO - 09:35:22 - Setting up inception_3b/3x3
INFO - 09:35:22 - Top shape: 8 192 28 28 (1204224)
INFO - 09:35:22 - Memory required for data: 236831008
INFO - 09:35:22 - Creating layer / name=inception_3b/relu_3x3 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_3b/relu_3x3
INFO - 09:35:22 - inception_3b/relu_3x3 <- inception_3b/3x3
INFO - 09:35:22 - inception_3b/relu_3x3 -> inception_3b/3x3 (in-place)
INFO - 09:35:22 - Setting up inception_3b/relu_3x3
INFO - 09:35:22 - Top shape: 8 192 28 28 (1204224)
INFO - 09:35:22 - Memory required for data: 241647904
INFO - 09:35:22 - Creating layer / name=inception_3b/5x5_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_3b/5x5_reduce
INFO - 09:35:22 - inception_3b/5x5_reduce <- inception_3a/output_inception_3a/output_0_split_2
INFO - 09:35:22 - inception_3b/5x5_reduce -> inception_3b/5x5_reduce
INFO - 09:35:22 - Setting up inception_3b/5x5_reduce
INFO - 09:35:22 - Top shape: 8 32 28 28 (200704)
INFO - 09:35:22 - Memory required for data: 242450720
INFO - 09:35:22 - Creating layer / name=inception_3b/relu_5x5_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_3b/relu_5x5_reduce
INFO - 09:35:22 - inception_3b/relu_5x5_reduce <- inception_3b/5x5_reduce
INFO - 09:35:22 - inception_3b/relu_5x5_reduce -> inception_3b/5x5_reduce (in-place)
INFO - 09:35:22 - Setting up inception_3b/relu_5x5_reduce
INFO - 09:35:22 - Top shape: 8 32 28 28 (200704)
INFO - 09:35:22 - Memory required for data: 243253536
INFO - 09:35:22 - Creating layer / name=inception_3b/5x5 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_3b/5x5
INFO - 09:35:22 - inception_3b/5x5 <- inception_3b/5x5_reduce
INFO - 09:35:22 - inception_3b/5x5 -> inception_3b/5x5
INFO - 09:35:22 - Setting up inception_3b/5x5
INFO - 09:35:22 - Top shape: 8 96 28 28 (602112)
INFO - 09:35:22 - Memory required for data: 245661984
INFO - 09:35:22 - Creating layer / name=inception_3b/relu_5x5 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_3b/relu_5x5
INFO - 09:35:22 - inception_3b/relu_5x5 <- inception_3b/5x5
INFO - 09:35:22 - inception_3b/relu_5x5 -> inception_3b/5x5 (in-place)
INFO - 09:35:22 - Setting up inception_3b/relu_5x5
INFO - 09:35:22 - Top shape: 8 96 28 28 (602112)
INFO - 09:35:22 - Memory required for data: 248070432
INFO - 09:35:22 - Creating layer / name=inception_3b/pool / type=Pooling
INFO - 09:35:22 - Creating Layer inception_3b/pool
INFO - 09:35:22 - inception_3b/pool <- inception_3a/output_inception_3a/output_0_split_3
INFO - 09:35:22 - inception_3b/pool -> inception_3b/pool
INFO - 09:35:22 - Setting up inception_3b/pool
INFO - 09:35:22 - Top shape: 8 256 28 28 (1605632)
INFO - 09:35:22 - Memory required for data: 254492960
INFO - 09:35:22 - Creating layer / name=inception_3b/pool_proj / type=Convolution
INFO - 09:35:22 - Creating Layer inception_3b/pool_proj
INFO - 09:35:22 - inception_3b/pool_proj <- inception_3b/pool
INFO - 09:35:22 - inception_3b/pool_proj -> inception_3b/pool_proj
INFO - 09:35:22 - Setting up inception_3b/pool_proj
INFO - 09:35:22 - Top shape: 8 64 28 28 (401408)
INFO - 09:35:22 - Memory required for data: 256098592
INFO - 09:35:22 - Creating layer / name=inception_3b/relu_pool_proj / type=ReLU
INFO - 09:35:22 - Creating Layer inception_3b/relu_pool_proj
INFO - 09:35:22 - inception_3b/relu_pool_proj <- inception_3b/pool_proj
INFO - 09:35:22 - inception_3b/relu_pool_proj -> inception_3b/pool_proj (in-place)
INFO - 09:35:22 - Setting up inception_3b/relu_pool_proj
INFO - 09:35:22 - Top shape: 8 64 28 28 (401408)
INFO - 09:35:22 - Memory required for data: 257704224
INFO - 09:35:22 - Creating layer / name=inception_3b/output / type=Concat
INFO - 09:35:22 - Creating Layer inception_3b/output
INFO - 09:35:22 - inception_3b/output <- inception_3b/1x1
INFO - 09:35:22 - inception_3b/output <- inception_3b/3x3
INFO - 09:35:22 - inception_3b/output <- inception_3b/5x5
INFO - 09:35:22 - inception_3b/output <- inception_3b/pool_proj
INFO - 09:35:22 - inception_3b/output -> inception_3b/output
INFO - 09:35:22 - Setting up inception_3b/output
INFO - 09:35:22 - Top shape: 8 480 28 28 (3010560)
INFO - 09:35:22 - Memory required for data: 269746464
INFO - 09:35:22 - Creating layer / name=pool3/3x3_s2 / type=Pooling
INFO - 09:35:22 - Creating Layer pool3/3x3_s2
INFO - 09:35:22 - pool3/3x3_s2 <- inception_3b/output
INFO - 09:35:22 - pool3/3x3_s2 -> pool3/3x3_s2
INFO - 09:35:22 - Setting up pool3/3x3_s2
INFO - 09:35:22 - Top shape: 8 480 14 14 (752640)
INFO - 09:35:22 - Memory required for data: 272757024
INFO - 09:35:22 - Creating layer / name=pool3/3x3_s2_pool3/3x3_s2_0_split / type=Split
INFO - 09:35:22 - Creating Layer pool3/3x3_s2_pool3/3x3_s2_0_split
INFO - 09:35:22 - pool3/3x3_s2_pool3/3x3_s2_0_split <- pool3/3x3_s2
INFO - 09:35:22 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_0
INFO - 09:35:22 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_1
INFO - 09:35:22 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_2
INFO - 09:35:22 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_3
INFO - 09:35:22 - Setting up pool3/3x3_s2_pool3/3x3_s2_0_split
INFO - 09:35:22 - Top shape: 8 480 14 14 (752640)
INFO - 09:35:22 - Top shape: 8 480 14 14 (752640)
INFO - 09:35:22 - Top shape: 8 480 14 14 (752640)
INFO - 09:35:22 - Top shape: 8 480 14 14 (752640)
INFO - 09:35:22 - Memory required for data: 284799264
INFO - 09:35:22 - Creating layer / name=inception_4a/1x1 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4a/1x1
INFO - 09:35:22 - inception_4a/1x1 <- pool3/3x3_s2_pool3/3x3_s2_0_split_0
INFO - 09:35:22 - inception_4a/1x1 -> inception_4a/1x1
INFO - 09:35:22 - Setting up inception_4a/1x1
INFO - 09:35:22 - Top shape: 8 192 14 14 (301056)
INFO - 09:35:22 - Memory required for data: 286003488
INFO - 09:35:22 - Creating layer / name=inception_4a/relu_1x1 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4a/relu_1x1
INFO - 09:35:22 - inception_4a/relu_1x1 <- inception_4a/1x1
INFO - 09:35:22 - inception_4a/relu_1x1 -> inception_4a/1x1 (in-place)
INFO - 09:35:22 - Setting up inception_4a/relu_1x1
INFO - 09:35:22 - Top shape: 8 192 14 14 (301056)
INFO - 09:35:22 - Memory required for data: 287207712
INFO - 09:35:22 - Creating layer / name=inception_4a/3x3_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4a/3x3_reduce
INFO - 09:35:22 - inception_4a/3x3_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_1
INFO - 09:35:22 - inception_4a/3x3_reduce -> inception_4a/3x3_reduce
INFO - 09:35:22 - Setting up inception_4a/3x3_reduce
INFO - 09:35:22 - Top shape: 8 96 14 14 (150528)
INFO - 09:35:22 - Memory required for data: 287809824
INFO - 09:35:22 - Creating layer / name=inception_4a/relu_3x3_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4a/relu_3x3_reduce
INFO - 09:35:22 - inception_4a/relu_3x3_reduce <- inception_4a/3x3_reduce
INFO - 09:35:22 - inception_4a/relu_3x3_reduce -> inception_4a/3x3_reduce (in-place)
INFO - 09:35:22 - Setting up inception_4a/relu_3x3_reduce
INFO - 09:35:22 - Top shape: 8 96 14 14 (150528)
INFO - 09:35:22 - Memory required for data: 288411936
INFO - 09:35:22 - Creating layer / name=inception_4a/3x3 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4a/3x3
INFO - 09:35:22 - inception_4a/3x3 <- inception_4a/3x3_reduce
INFO - 09:35:22 - inception_4a/3x3 -> inception_4a/3x3
INFO - 09:35:22 - Setting up inception_4a/3x3
INFO - 09:35:22 - Top shape: 8 208 14 14 (326144)
INFO - 09:35:22 - Memory required for data: 289716512
INFO - 09:35:22 - Creating layer / name=inception_4a/relu_3x3 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4a/relu_3x3
INFO - 09:35:22 - inception_4a/relu_3x3 <- inception_4a/3x3
INFO - 09:35:22 - inception_4a/relu_3x3 -> inception_4a/3x3 (in-place)
INFO - 09:35:22 - Setting up inception_4a/relu_3x3
INFO - 09:35:22 - Top shape: 8 208 14 14 (326144)
INFO - 09:35:22 - Memory required for data: 291021088
INFO - 09:35:22 - Creating layer / name=inception_4a/5x5_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4a/5x5_reduce
INFO - 09:35:22 - inception_4a/5x5_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_2
INFO - 09:35:22 - inception_4a/5x5_reduce -> inception_4a/5x5_reduce
INFO - 09:35:22 - Setting up inception_4a/5x5_reduce
INFO - 09:35:22 - Top shape: 8 16 14 14 (25088)
INFO - 09:35:22 - Memory required for data: 291121440
INFO - 09:35:22 - Creating layer / name=inception_4a/relu_5x5_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4a/relu_5x5_reduce
INFO - 09:35:22 - inception_4a/relu_5x5_reduce <- inception_4a/5x5_reduce
INFO - 09:35:22 - inception_4a/relu_5x5_reduce -> inception_4a/5x5_reduce (in-place)
INFO - 09:35:22 - Setting up inception_4a/relu_5x5_reduce
INFO - 09:35:22 - Top shape: 8 16 14 14 (25088)
INFO - 09:35:22 - Memory required for data: 291221792
INFO - 09:35:22 - Creating layer / name=inception_4a/5x5 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4a/5x5
INFO - 09:35:22 - inception_4a/5x5 <- inception_4a/5x5_reduce
INFO - 09:35:22 - inception_4a/5x5 -> inception_4a/5x5
INFO - 09:35:22 - Setting up inception_4a/5x5
INFO - 09:35:22 - Top shape: 8 48 14 14 (75264)
INFO - 09:35:22 - Memory required for data: 291522848
INFO - 09:35:22 - Creating layer / name=inception_4a/relu_5x5 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4a/relu_5x5
INFO - 09:35:22 - inception_4a/relu_5x5 <- inception_4a/5x5
INFO - 09:35:22 - inception_4a/relu_5x5 -> inception_4a/5x5 (in-place)
INFO - 09:35:22 - Setting up inception_4a/relu_5x5
INFO - 09:35:22 - Top shape: 8 48 14 14 (75264)
INFO - 09:35:22 - Memory required for data: 291823904
INFO - 09:35:22 - Creating layer / name=inception_4a/pool / type=Pooling
INFO - 09:35:22 - Creating Layer inception_4a/pool
INFO - 09:35:22 - inception_4a/pool <- pool3/3x3_s2_pool3/3x3_s2_0_split_3
INFO - 09:35:22 - inception_4a/pool -> inception_4a/pool
INFO - 09:35:22 - Setting up inception_4a/pool
INFO - 09:35:22 - Top shape: 8 480 14 14 (752640)
INFO - 09:35:22 - Memory required for data: 294834464
INFO - 09:35:22 - Creating layer / name=inception_4a/pool_proj / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4a/pool_proj
INFO - 09:35:22 - inception_4a/pool_proj <- inception_4a/pool
INFO - 09:35:22 - inception_4a/pool_proj -> inception_4a/pool_proj
INFO - 09:35:22 - Setting up inception_4a/pool_proj
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 295235872
INFO - 09:35:22 - Creating layer / name=inception_4a/relu_pool_proj / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4a/relu_pool_proj
INFO - 09:35:22 - inception_4a/relu_pool_proj <- inception_4a/pool_proj
INFO - 09:35:22 - inception_4a/relu_pool_proj -> inception_4a/pool_proj (in-place)
INFO - 09:35:22 - Setting up inception_4a/relu_pool_proj
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 295637280
INFO - 09:35:22 - Creating layer / name=inception_4a/output / type=Concat
INFO - 09:35:22 - Creating Layer inception_4a/output
INFO - 09:35:22 - inception_4a/output <- inception_4a/1x1
INFO - 09:35:22 - inception_4a/output <- inception_4a/3x3
INFO - 09:35:22 - inception_4a/output <- inception_4a/5x5
INFO - 09:35:22 - inception_4a/output <- inception_4a/pool_proj
INFO - 09:35:22 - inception_4a/output -> inception_4a/output
INFO - 09:35:22 - Setting up inception_4a/output
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Memory required for data: 298848544
INFO - 09:35:22 - Creating layer / name=inception_4a/output_inception_4a/output_0_split / type=Split
INFO - 09:35:22 - Creating Layer inception_4a/output_inception_4a/output_0_split
INFO - 09:35:22 - inception_4a/output_inception_4a/output_0_split <- inception_4a/output
INFO - 09:35:22 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_0
INFO - 09:35:22 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_1
INFO - 09:35:22 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_2
INFO - 09:35:22 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_3
INFO - 09:35:22 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_4
INFO - 09:35:22 - Setting up inception_4a/output_inception_4a/output_0_split
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Memory required for data: 314904864
INFO - 09:35:22 - Creating layer / name=loss1/ave_pool / type=Pooling
INFO - 09:35:22 - Creating Layer loss1/ave_pool
INFO - 09:35:22 - loss1/ave_pool <- inception_4a/output_inception_4a/output_0_split_0
INFO - 09:35:22 - loss1/ave_pool -> loss1/ave_pool
INFO - 09:35:22 - Setting up loss1/ave_pool
INFO - 09:35:22 - Top shape: 8 512 4 4 (65536)
INFO - 09:35:22 - Memory required for data: 315167008
INFO - 09:35:22 - Creating layer / name=loss1/conv / type=Convolution
INFO - 09:35:22 - Creating Layer loss1/conv
INFO - 09:35:22 - loss1/conv <- loss1/ave_pool
INFO - 09:35:22 - loss1/conv -> loss1/conv
INFO - 09:35:22 - Setting up loss1/conv
INFO - 09:35:22 - Top shape: 8 128 4 4 (16384)
INFO - 09:35:22 - Memory required for data: 315232544
INFO - 09:35:22 - Creating layer / name=loss1/relu_conv / type=ReLU
INFO - 09:35:22 - Creating Layer loss1/relu_conv
INFO - 09:35:22 - loss1/relu_conv <- loss1/conv
INFO - 09:35:22 - loss1/relu_conv -> loss1/conv (in-place)
INFO - 09:35:22 - Setting up loss1/relu_conv
INFO - 09:35:22 - Top shape: 8 128 4 4 (16384)
INFO - 09:35:22 - Memory required for data: 315298080
INFO - 09:35:22 - Creating layer / name=loss1/fc / type=InnerProduct
INFO - 09:35:22 - Creating Layer loss1/fc
INFO - 09:35:22 - loss1/fc <- loss1/conv
INFO - 09:35:22 - loss1/fc -> loss1/fc
INFO - 09:35:22 - Setting up loss1/fc
INFO - 09:35:22 - Top shape: 8 1024 (8192)
INFO - 09:35:22 - Memory required for data: 315330848
INFO - 09:35:22 - Creating layer / name=loss1/relu_fc / type=ReLU
INFO - 09:35:22 - Creating Layer loss1/relu_fc
INFO - 09:35:22 - loss1/relu_fc <- loss1/fc
INFO - 09:35:22 - loss1/relu_fc -> loss1/fc (in-place)
INFO - 09:35:22 - Setting up loss1/relu_fc
INFO - 09:35:22 - Top shape: 8 1024 (8192)
INFO - 09:35:22 - Memory required for data: 315363616
INFO - 09:35:22 - Creating layer / name=loss1/drop_fc / type=Dropout
INFO - 09:35:22 - Creating Layer loss1/drop_fc
INFO - 09:35:22 - loss1/drop_fc <- loss1/fc
INFO - 09:35:22 - loss1/drop_fc -> loss1/fc (in-place)
INFO - 09:35:22 - Setting up loss1/drop_fc
INFO - 09:35:22 - Top shape: 8 1024 (8192)
INFO - 09:35:22 - Memory required for data: 315396384
INFO - 09:35:22 - Creating layer / name=loss1/classifier / type=InnerProduct
INFO - 09:35:22 - Creating Layer loss1/classifier
INFO - 09:35:22 - loss1/classifier <- loss1/fc
INFO - 09:35:22 - loss1/classifier -> loss1/classifier
INFO - 09:35:22 - Setting up loss1/classifier
INFO - 09:35:22 - Top shape: 8 1000 (8000)
INFO - 09:35:22 - Memory required for data: 315428384
INFO - 09:35:22 - Creating layer / name=loss1/classifier_loss1/classifier_0_split / type=Split
INFO - 09:35:22 - Creating Layer loss1/classifier_loss1/classifier_0_split
INFO - 09:35:22 - loss1/classifier_loss1/classifier_0_split <- loss1/classifier
INFO - 09:35:22 - loss1/classifier_loss1/classifier_0_split -> loss1/classifier_loss1/classifier_0_split_0
INFO - 09:35:22 - loss1/classifier_loss1/classifier_0_split -> loss1/classifier_loss1/classifier_0_split_1
INFO - 09:35:22 - loss1/classifier_loss1/classifier_0_split -> loss1/classifier_loss1/classifier_0_split_2
INFO - 09:35:22 - Setting up loss1/classifier_loss1/classifier_0_split
INFO - 09:35:22 - Top shape: 8 1000 (8000)
INFO - 09:35:22 - Top shape: 8 1000 (8000)
INFO - 09:35:22 - Top shape: 8 1000 (8000)
INFO - 09:35:22 - Memory required for data: 315524384
INFO - 09:35:22 - Creating layer / name=loss1/loss / type=SoftmaxWithLoss
INFO - 09:35:22 - Creating Layer loss1/loss
INFO - 09:35:22 - loss1/loss <- loss1/classifier_loss1/classifier_0_split_0
INFO - 09:35:22 - loss1/loss <- label_googlenet_1_split_0
INFO - 09:35:22 - loss1/loss -> loss1/loss1
INFO - 09:35:22 - Creating layer / name=loss1/loss / type=Softmax
INFO - 09:35:22 - Setting up loss1/loss
INFO - 09:35:22 - Top shape: (1)
INFO - 09:35:22 - with loss weight 0.3
INFO - 09:35:22 - Memory required for data: 315524388
INFO - 09:35:22 - Creating layer / name=loss1/top-1 / type=Accuracy
INFO - 09:35:22 - Creating Layer loss1/top-1
INFO - 09:35:22 - loss1/top-1 <- loss1/classifier_loss1/classifier_0_split_1
INFO - 09:35:22 - loss1/top-1 <- label_googlenet_1_split_1
INFO - 09:35:22 - loss1/top-1 -> loss1/top-1
INFO - 09:35:22 - Setting up loss1/top-1
INFO - 09:35:22 - Top shape: (1)
INFO - 09:35:22 - Memory required for data: 315524392
INFO - 09:35:22 - Creating layer / name=loss1/top-5 / type=Accuracy
INFO - 09:35:22 - Creating Layer loss1/top-5
INFO - 09:35:22 - loss1/top-5 <- loss1/classifier_loss1/classifier_0_split_2
INFO - 09:35:22 - loss1/top-5 <- label_googlenet_1_split_2
INFO - 09:35:22 - loss1/top-5 -> loss1/top-5
INFO - 09:35:22 - Setting up loss1/top-5
INFO - 09:35:22 - Top shape: (1)
INFO - 09:35:22 - Memory required for data: 315524396
INFO - 09:35:22 - Creating layer / name=inception_4b/1x1 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4b/1x1
INFO - 09:35:22 - inception_4b/1x1 <- inception_4a/output_inception_4a/output_0_split_1
INFO - 09:35:22 - inception_4b/1x1 -> inception_4b/1x1
INFO - 09:35:22 - Setting up inception_4b/1x1
INFO - 09:35:22 - Top shape: 8 160 14 14 (250880)
INFO - 09:35:22 - Memory required for data: 316527916
INFO - 09:35:22 - Creating layer / name=inception_4b/relu_1x1 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4b/relu_1x1
INFO - 09:35:22 - inception_4b/relu_1x1 <- inception_4b/1x1
INFO - 09:35:22 - inception_4b/relu_1x1 -> inception_4b/1x1 (in-place)
INFO - 09:35:22 - Setting up inception_4b/relu_1x1
INFO - 09:35:22 - Top shape: 8 160 14 14 (250880)
INFO - 09:35:22 - Memory required for data: 317531436
INFO - 09:35:22 - Creating layer / name=inception_4b/3x3_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4b/3x3_reduce
INFO - 09:35:22 - inception_4b/3x3_reduce <- inception_4a/output_inception_4a/output_0_split_2
INFO - 09:35:22 - inception_4b/3x3_reduce -> inception_4b/3x3_reduce
INFO - 09:35:22 - Setting up inception_4b/3x3_reduce
INFO - 09:35:22 - Top shape: 8 112 14 14 (175616)
INFO - 09:35:22 - Memory required for data: 318233900
INFO - 09:35:22 - Creating layer / name=inception_4b/relu_3x3_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4b/relu_3x3_reduce
INFO - 09:35:22 - inception_4b/relu_3x3_reduce <- inception_4b/3x3_reduce
INFO - 09:35:22 - inception_4b/relu_3x3_reduce -> inception_4b/3x3_reduce (in-place)
INFO - 09:35:22 - Setting up inception_4b/relu_3x3_reduce
INFO - 09:35:22 - Top shape: 8 112 14 14 (175616)
INFO - 09:35:22 - Memory required for data: 318936364
INFO - 09:35:22 - Creating layer / name=inception_4b/3x3 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4b/3x3
INFO - 09:35:22 - inception_4b/3x3 <- inception_4b/3x3_reduce
INFO - 09:35:22 - inception_4b/3x3 -> inception_4b/3x3
INFO - 09:35:22 - Setting up inception_4b/3x3
INFO - 09:35:22 - Top shape: 8 224 14 14 (351232)
INFO - 09:35:22 - Memory required for data: 320341292
INFO - 09:35:22 - Creating layer / name=inception_4b/relu_3x3 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4b/relu_3x3
INFO - 09:35:22 - inception_4b/relu_3x3 <- inception_4b/3x3
INFO - 09:35:22 - inception_4b/relu_3x3 -> inception_4b/3x3 (in-place)
INFO - 09:35:22 - Setting up inception_4b/relu_3x3
INFO - 09:35:22 - Top shape: 8 224 14 14 (351232)
INFO - 09:35:22 - Memory required for data: 321746220
INFO - 09:35:22 - Creating layer / name=inception_4b/5x5_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4b/5x5_reduce
INFO - 09:35:22 - inception_4b/5x5_reduce <- inception_4a/output_inception_4a/output_0_split_3
INFO - 09:35:22 - inception_4b/5x5_reduce -> inception_4b/5x5_reduce
INFO - 09:35:22 - Setting up inception_4b/5x5_reduce
INFO - 09:35:22 - Top shape: 8 24 14 14 (37632)
INFO - 09:35:22 - Memory required for data: 321896748
INFO - 09:35:22 - Creating layer / name=inception_4b/relu_5x5_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4b/relu_5x5_reduce
INFO - 09:35:22 - inception_4b/relu_5x5_reduce <- inception_4b/5x5_reduce
INFO - 09:35:22 - inception_4b/relu_5x5_reduce -> inception_4b/5x5_reduce (in-place)
INFO - 09:35:22 - Setting up inception_4b/relu_5x5_reduce
INFO - 09:35:22 - Top shape: 8 24 14 14 (37632)
INFO - 09:35:22 - Memory required for data: 322047276
INFO - 09:35:22 - Creating layer / name=inception_4b/5x5 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4b/5x5
INFO - 09:35:22 - inception_4b/5x5 <- inception_4b/5x5_reduce
INFO - 09:35:22 - inception_4b/5x5 -> inception_4b/5x5
INFO - 09:35:22 - Setting up inception_4b/5x5
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 322448684
INFO - 09:35:22 - Creating layer / name=inception_4b/relu_5x5 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4b/relu_5x5
INFO - 09:35:22 - inception_4b/relu_5x5 <- inception_4b/5x5
INFO - 09:35:22 - inception_4b/relu_5x5 -> inception_4b/5x5 (in-place)
INFO - 09:35:22 - Setting up inception_4b/relu_5x5
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 322850092
INFO - 09:35:22 - Creating layer / name=inception_4b/pool / type=Pooling
INFO - 09:35:22 - Creating Layer inception_4b/pool
INFO - 09:35:22 - inception_4b/pool <- inception_4a/output_inception_4a/output_0_split_4
INFO - 09:35:22 - inception_4b/pool -> inception_4b/pool
INFO - 09:35:22 - Setting up inception_4b/pool
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Memory required for data: 326061356
INFO - 09:35:22 - Creating layer / name=inception_4b/pool_proj / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4b/pool_proj
INFO - 09:35:22 - inception_4b/pool_proj <- inception_4b/pool
INFO - 09:35:22 - inception_4b/pool_proj -> inception_4b/pool_proj
INFO - 09:35:22 - Setting up inception_4b/pool_proj
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 326462764
INFO - 09:35:22 - Creating layer / name=inception_4b/relu_pool_proj / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4b/relu_pool_proj
INFO - 09:35:22 - inception_4b/relu_pool_proj <- inception_4b/pool_proj
INFO - 09:35:22 - inception_4b/relu_pool_proj -> inception_4b/pool_proj (in-place)
INFO - 09:35:22 - Setting up inception_4b/relu_pool_proj
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 326864172
INFO - 09:35:22 - Creating layer / name=inception_4b/output / type=Concat
INFO - 09:35:22 - Creating Layer inception_4b/output
INFO - 09:35:22 - inception_4b/output <- inception_4b/1x1
INFO - 09:35:22 - inception_4b/output <- inception_4b/3x3
INFO - 09:35:22 - inception_4b/output <- inception_4b/5x5
INFO - 09:35:22 - inception_4b/output <- inception_4b/pool_proj
INFO - 09:35:22 - inception_4b/output -> inception_4b/output
INFO - 09:35:22 - Setting up inception_4b/output
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Memory required for data: 330075436
INFO - 09:35:22 - Creating layer / name=inception_4b/output_inception_4b/output_0_split / type=Split
INFO - 09:35:22 - Creating Layer inception_4b/output_inception_4b/output_0_split
INFO - 09:35:22 - inception_4b/output_inception_4b/output_0_split <- inception_4b/output
INFO - 09:35:22 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_0
INFO - 09:35:22 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_1
INFO - 09:35:22 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_2
INFO - 09:35:22 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_3
INFO - 09:35:22 - Setting up inception_4b/output_inception_4b/output_0_split
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Memory required for data: 342920492
INFO - 09:35:22 - Creating layer / name=inception_4c/1x1 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4c/1x1
INFO - 09:35:22 - inception_4c/1x1 <- inception_4b/output_inception_4b/output_0_split_0
INFO - 09:35:22 - inception_4c/1x1 -> inception_4c/1x1
INFO - 09:35:22 - Setting up inception_4c/1x1
INFO - 09:35:22 - Top shape: 8 128 14 14 (200704)
INFO - 09:35:22 - Memory required for data: 343723308
INFO - 09:35:22 - Creating layer / name=inception_4c/relu_1x1 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4c/relu_1x1
INFO - 09:35:22 - inception_4c/relu_1x1 <- inception_4c/1x1
INFO - 09:35:22 - inception_4c/relu_1x1 -> inception_4c/1x1 (in-place)
INFO - 09:35:22 - Setting up inception_4c/relu_1x1
INFO - 09:35:22 - Top shape: 8 128 14 14 (200704)
INFO - 09:35:22 - Memory required for data: 344526124
INFO - 09:35:22 - Creating layer / name=inception_4c/3x3_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4c/3x3_reduce
INFO - 09:35:22 - inception_4c/3x3_reduce <- inception_4b/output_inception_4b/output_0_split_1
INFO - 09:35:22 - inception_4c/3x3_reduce -> inception_4c/3x3_reduce
INFO - 09:35:22 - Setting up inception_4c/3x3_reduce
INFO - 09:35:22 - Top shape: 8 128 14 14 (200704)
INFO - 09:35:22 - Memory required for data: 345328940
INFO - 09:35:22 - Creating layer / name=inception_4c/relu_3x3_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4c/relu_3x3_reduce
INFO - 09:35:22 - inception_4c/relu_3x3_reduce <- inception_4c/3x3_reduce
INFO - 09:35:22 - inception_4c/relu_3x3_reduce -> inception_4c/3x3_reduce (in-place)
INFO - 09:35:22 - Setting up inception_4c/relu_3x3_reduce
INFO - 09:35:22 - Top shape: 8 128 14 14 (200704)
INFO - 09:35:22 - Memory required for data: 346131756
INFO - 09:35:22 - Creating layer / name=inception_4c/3x3 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4c/3x3
INFO - 09:35:22 - inception_4c/3x3 <- inception_4c/3x3_reduce
INFO - 09:35:22 - inception_4c/3x3 -> inception_4c/3x3
INFO - 09:35:22 - Setting up inception_4c/3x3
INFO - 09:35:22 - Top shape: 8 256 14 14 (401408)
INFO - 09:35:22 - Memory required for data: 347737388
INFO - 09:35:22 - Creating layer / name=inception_4c/relu_3x3 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4c/relu_3x3
INFO - 09:35:22 - inception_4c/relu_3x3 <- inception_4c/3x3
INFO - 09:35:22 - inception_4c/relu_3x3 -> inception_4c/3x3 (in-place)
INFO - 09:35:22 - Setting up inception_4c/relu_3x3
INFO - 09:35:22 - Top shape: 8 256 14 14 (401408)
INFO - 09:35:22 - Memory required for data: 349343020
INFO - 09:35:22 - Creating layer / name=inception_4c/5x5_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4c/5x5_reduce
INFO - 09:35:22 - inception_4c/5x5_reduce <- inception_4b/output_inception_4b/output_0_split_2
INFO - 09:35:22 - inception_4c/5x5_reduce -> inception_4c/5x5_reduce
INFO - 09:35:22 - Setting up inception_4c/5x5_reduce
INFO - 09:35:22 - Top shape: 8 24 14 14 (37632)
INFO - 09:35:22 - Memory required for data: 349493548
INFO - 09:35:22 - Creating layer / name=inception_4c/relu_5x5_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4c/relu_5x5_reduce
INFO - 09:35:22 - inception_4c/relu_5x5_reduce <- inception_4c/5x5_reduce
INFO - 09:35:22 - inception_4c/relu_5x5_reduce -> inception_4c/5x5_reduce (in-place)
INFO - 09:35:22 - Setting up inception_4c/relu_5x5_reduce
INFO - 09:35:22 - Top shape: 8 24 14 14 (37632)
INFO - 09:35:22 - Memory required for data: 349644076
INFO - 09:35:22 - Creating layer / name=inception_4c/5x5 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4c/5x5
INFO - 09:35:22 - inception_4c/5x5 <- inception_4c/5x5_reduce
INFO - 09:35:22 - inception_4c/5x5 -> inception_4c/5x5
INFO - 09:35:22 - Setting up inception_4c/5x5
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 350045484
INFO - 09:35:22 - Creating layer / name=inception_4c/relu_5x5 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4c/relu_5x5
INFO - 09:35:22 - inception_4c/relu_5x5 <- inception_4c/5x5
INFO - 09:35:22 - inception_4c/relu_5x5 -> inception_4c/5x5 (in-place)
INFO - 09:35:22 - Setting up inception_4c/relu_5x5
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 350446892
INFO - 09:35:22 - Creating layer / name=inception_4c/pool / type=Pooling
INFO - 09:35:22 - Creating Layer inception_4c/pool
INFO - 09:35:22 - inception_4c/pool <- inception_4b/output_inception_4b/output_0_split_3
INFO - 09:35:22 - inception_4c/pool -> inception_4c/pool
INFO - 09:35:22 - Setting up inception_4c/pool
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Memory required for data: 353658156
INFO - 09:35:22 - Creating layer / name=inception_4c/pool_proj / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4c/pool_proj
INFO - 09:35:22 - inception_4c/pool_proj <- inception_4c/pool
INFO - 09:35:22 - inception_4c/pool_proj -> inception_4c/pool_proj
INFO - 09:35:22 - Setting up inception_4c/pool_proj
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 354059564
INFO - 09:35:22 - Creating layer / name=inception_4c/relu_pool_proj / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4c/relu_pool_proj
INFO - 09:35:22 - inception_4c/relu_pool_proj <- inception_4c/pool_proj
INFO - 09:35:22 - inception_4c/relu_pool_proj -> inception_4c/pool_proj (in-place)
INFO - 09:35:22 - Setting up inception_4c/relu_pool_proj
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 354460972
INFO - 09:35:22 - Creating layer / name=inception_4c/output / type=Concat
INFO - 09:35:22 - Creating Layer inception_4c/output
INFO - 09:35:22 - inception_4c/output <- inception_4c/1x1
INFO - 09:35:22 - inception_4c/output <- inception_4c/3x3
INFO - 09:35:22 - inception_4c/output <- inception_4c/5x5
INFO - 09:35:22 - inception_4c/output <- inception_4c/pool_proj
INFO - 09:35:22 - inception_4c/output -> inception_4c/output
INFO - 09:35:22 - Setting up inception_4c/output
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Memory required for data: 357672236
INFO - 09:35:22 - Creating layer / name=inception_4c/output_inception_4c/output_0_split / type=Split
INFO - 09:35:22 - Creating Layer inception_4c/output_inception_4c/output_0_split
INFO - 09:35:22 - inception_4c/output_inception_4c/output_0_split <- inception_4c/output
INFO - 09:35:22 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_0
INFO - 09:35:22 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_1
INFO - 09:35:22 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_2
INFO - 09:35:22 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_3
INFO - 09:35:22 - Setting up inception_4c/output_inception_4c/output_0_split
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Memory required for data: 370517292
INFO - 09:35:22 - Creating layer / name=inception_4d/1x1 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4d/1x1
INFO - 09:35:22 - inception_4d/1x1 <- inception_4c/output_inception_4c/output_0_split_0
INFO - 09:35:22 - inception_4d/1x1 -> inception_4d/1x1
INFO - 09:35:22 - Setting up inception_4d/1x1
INFO - 09:35:22 - Top shape: 8 112 14 14 (175616)
INFO - 09:35:22 - Memory required for data: 371219756
INFO - 09:35:22 - Creating layer / name=inception_4d/relu_1x1 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4d/relu_1x1
INFO - 09:35:22 - inception_4d/relu_1x1 <- inception_4d/1x1
INFO - 09:35:22 - inception_4d/relu_1x1 -> inception_4d/1x1 (in-place)
INFO - 09:35:22 - Setting up inception_4d/relu_1x1
INFO - 09:35:22 - Top shape: 8 112 14 14 (175616)
INFO - 09:35:22 - Memory required for data: 371922220
INFO - 09:35:22 - Creating layer / name=inception_4d/3x3_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4d/3x3_reduce
INFO - 09:35:22 - inception_4d/3x3_reduce <- inception_4c/output_inception_4c/output_0_split_1
INFO - 09:35:22 - inception_4d/3x3_reduce -> inception_4d/3x3_reduce
INFO - 09:35:22 - Setting up inception_4d/3x3_reduce
INFO - 09:35:22 - Top shape: 8 144 14 14 (225792)
INFO - 09:35:22 - Memory required for data: 372825388
INFO - 09:35:22 - Creating layer / name=inception_4d/relu_3x3_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4d/relu_3x3_reduce
INFO - 09:35:22 - inception_4d/relu_3x3_reduce <- inception_4d/3x3_reduce
INFO - 09:35:22 - inception_4d/relu_3x3_reduce -> inception_4d/3x3_reduce (in-place)
INFO - 09:35:22 - Setting up inception_4d/relu_3x3_reduce
INFO - 09:35:22 - Top shape: 8 144 14 14 (225792)
INFO - 09:35:22 - Memory required for data: 373728556
INFO - 09:35:22 - Creating layer / name=inception_4d/3x3 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4d/3x3
INFO - 09:35:22 - inception_4d/3x3 <- inception_4d/3x3_reduce
INFO - 09:35:22 - inception_4d/3x3 -> inception_4d/3x3
INFO - 09:35:22 - Setting up inception_4d/3x3
INFO - 09:35:22 - Top shape: 8 288 14 14 (451584)
INFO - 09:35:22 - Memory required for data: 375534892
INFO - 09:35:22 - Creating layer / name=inception_4d/relu_3x3 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4d/relu_3x3
INFO - 09:35:22 - inception_4d/relu_3x3 <- inception_4d/3x3
INFO - 09:35:22 - inception_4d/relu_3x3 -> inception_4d/3x3 (in-place)
INFO - 09:35:22 - Setting up inception_4d/relu_3x3
INFO - 09:35:22 - Top shape: 8 288 14 14 (451584)
INFO - 09:35:22 - Memory required for data: 377341228
INFO - 09:35:22 - Creating layer / name=inception_4d/5x5_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4d/5x5_reduce
INFO - 09:35:22 - inception_4d/5x5_reduce <- inception_4c/output_inception_4c/output_0_split_2
INFO - 09:35:22 - inception_4d/5x5_reduce -> inception_4d/5x5_reduce
INFO - 09:35:22 - Setting up inception_4d/5x5_reduce
INFO - 09:35:22 - Top shape: 8 32 14 14 (50176)
INFO - 09:35:22 - Memory required for data: 377541932
INFO - 09:35:22 - Creating layer / name=inception_4d/relu_5x5_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4d/relu_5x5_reduce
INFO - 09:35:22 - inception_4d/relu_5x5_reduce <- inception_4d/5x5_reduce
INFO - 09:35:22 - inception_4d/relu_5x5_reduce -> inception_4d/5x5_reduce (in-place)
INFO - 09:35:22 - Setting up inception_4d/relu_5x5_reduce
INFO - 09:35:22 - Top shape: 8 32 14 14 (50176)
INFO - 09:35:22 - Memory required for data: 377742636
INFO - 09:35:22 - Creating layer / name=inception_4d/5x5 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4d/5x5
INFO - 09:35:22 - inception_4d/5x5 <- inception_4d/5x5_reduce
INFO - 09:35:22 - inception_4d/5x5 -> inception_4d/5x5
INFO - 09:35:22 - Setting up inception_4d/5x5
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 378144044
INFO - 09:35:22 - Creating layer / name=inception_4d/relu_5x5 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4d/relu_5x5
INFO - 09:35:22 - inception_4d/relu_5x5 <- inception_4d/5x5
INFO - 09:35:22 - inception_4d/relu_5x5 -> inception_4d/5x5 (in-place)
INFO - 09:35:22 - Setting up inception_4d/relu_5x5
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 378545452
INFO - 09:35:22 - Creating layer / name=inception_4d/pool / type=Pooling
INFO - 09:35:22 - Creating Layer inception_4d/pool
INFO - 09:35:22 - inception_4d/pool <- inception_4c/output_inception_4c/output_0_split_3
INFO - 09:35:22 - inception_4d/pool -> inception_4d/pool
INFO - 09:35:22 - Setting up inception_4d/pool
INFO - 09:35:22 - Top shape: 8 512 14 14 (802816)
INFO - 09:35:22 - Memory required for data: 381756716
INFO - 09:35:22 - Creating layer / name=inception_4d/pool_proj / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4d/pool_proj
INFO - 09:35:22 - inception_4d/pool_proj <- inception_4d/pool
INFO - 09:35:22 - inception_4d/pool_proj -> inception_4d/pool_proj
INFO - 09:35:22 - Setting up inception_4d/pool_proj
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 382158124
INFO - 09:35:22 - Creating layer / name=inception_4d/relu_pool_proj / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4d/relu_pool_proj
INFO - 09:35:22 - inception_4d/relu_pool_proj <- inception_4d/pool_proj
INFO - 09:35:22 - inception_4d/relu_pool_proj -> inception_4d/pool_proj (in-place)
INFO - 09:35:22 - Setting up inception_4d/relu_pool_proj
INFO - 09:35:22 - Top shape: 8 64 14 14 (100352)
INFO - 09:35:22 - Memory required for data: 382559532
INFO - 09:35:22 - Creating layer / name=inception_4d/output / type=Concat
INFO - 09:35:22 - Creating Layer inception_4d/output
INFO - 09:35:22 - inception_4d/output <- inception_4d/1x1
INFO - 09:35:22 - inception_4d/output <- inception_4d/3x3
INFO - 09:35:22 - inception_4d/output <- inception_4d/5x5
INFO - 09:35:22 - inception_4d/output <- inception_4d/pool_proj
INFO - 09:35:22 - inception_4d/output -> inception_4d/output
INFO - 09:35:22 - Setting up inception_4d/output
INFO - 09:35:22 - Top shape: 8 528 14 14 (827904)
INFO - 09:35:22 - Memory required for data: 385871148
INFO - 09:35:22 - Creating layer / name=inception_4d/output_inception_4d/output_0_split / type=Split
INFO - 09:35:22 - Creating Layer inception_4d/output_inception_4d/output_0_split
INFO - 09:35:22 - inception_4d/output_inception_4d/output_0_split <- inception_4d/output
INFO - 09:35:22 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_0
INFO - 09:35:22 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_1
INFO - 09:35:22 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_2
INFO - 09:35:22 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_3
INFO - 09:35:22 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_4
INFO - 09:35:22 - Setting up inception_4d/output_inception_4d/output_0_split
INFO - 09:35:22 - Top shape: 8 528 14 14 (827904)
INFO - 09:35:22 - Top shape: 8 528 14 14 (827904)
INFO - 09:35:22 - Top shape: 8 528 14 14 (827904)
INFO - 09:35:22 - Top shape: 8 528 14 14 (827904)
INFO - 09:35:22 - Top shape: 8 528 14 14 (827904)
INFO - 09:35:22 - Memory required for data: 402429228
INFO - 09:35:22 - Creating layer / name=loss2/ave_pool / type=Pooling
INFO - 09:35:22 - Creating Layer loss2/ave_pool
INFO - 09:35:22 - loss2/ave_pool <- inception_4d/output_inception_4d/output_0_split_0
INFO - 09:35:22 - loss2/ave_pool -> loss2/ave_pool
INFO - 09:35:22 - Setting up loss2/ave_pool
INFO - 09:35:22 - Top shape: 8 528 4 4 (67584)
INFO - 09:35:22 - Memory required for data: 402699564
INFO - 09:35:22 - Creating layer / name=loss2/conv / type=Convolution
INFO - 09:35:22 - Creating Layer loss2/conv
INFO - 09:35:22 - loss2/conv <- loss2/ave_pool
INFO - 09:35:22 - loss2/conv -> loss2/conv
INFO - 09:35:22 - Setting up loss2/conv
INFO - 09:35:22 - Top shape: 8 128 4 4 (16384)
INFO - 09:35:22 - Memory required for data: 402765100
INFO - 09:35:22 - Creating layer / name=loss2/relu_conv / type=ReLU
INFO - 09:35:22 - Creating Layer loss2/relu_conv
INFO - 09:35:22 - loss2/relu_conv <- loss2/conv
INFO - 09:35:22 - loss2/relu_conv -> loss2/conv (in-place)
INFO - 09:35:22 - Setting up loss2/relu_conv
INFO - 09:35:22 - Top shape: 8 128 4 4 (16384)
INFO - 09:35:22 - Memory required for data: 402830636
INFO - 09:35:22 - Creating layer / name=loss2/fc / type=InnerProduct
INFO - 09:35:22 - Creating Layer loss2/fc
INFO - 09:35:22 - loss2/fc <- loss2/conv
INFO - 09:35:22 - loss2/fc -> loss2/fc
INFO - 09:35:22 - Setting up loss2/fc
INFO - 09:35:22 - Top shape: 8 1024 (8192)
INFO - 09:35:22 - Memory required for data: 402863404
INFO - 09:35:22 - Creating layer / name=loss2/relu_fc / type=ReLU
INFO - 09:35:22 - Creating Layer loss2/relu_fc
INFO - 09:35:22 - loss2/relu_fc <- loss2/fc
INFO - 09:35:22 - loss2/relu_fc -> loss2/fc (in-place)
INFO - 09:35:22 - Setting up loss2/relu_fc
INFO - 09:35:22 - Top shape: 8 1024 (8192)
INFO - 09:35:22 - Memory required for data: 402896172
INFO - 09:35:22 - Creating layer / name=loss2/drop_fc / type=Dropout
INFO - 09:35:22 - Creating Layer loss2/drop_fc
INFO - 09:35:22 - loss2/drop_fc <- loss2/fc
INFO - 09:35:22 - loss2/drop_fc -> loss2/fc (in-place)
INFO - 09:35:22 - Setting up loss2/drop_fc
INFO - 09:35:22 - Top shape: 8 1024 (8192)
INFO - 09:35:22 - Memory required for data: 402928940
INFO - 09:35:22 - Creating layer / name=loss2/classifier / type=InnerProduct
INFO - 09:35:22 - Creating Layer loss2/classifier
INFO - 09:35:22 - loss2/classifier <- loss2/fc
INFO - 09:35:22 - loss2/classifier -> loss2/classifier
INFO - 09:35:22 - Setting up loss2/classifier
INFO - 09:35:22 - Top shape: 8 1000 (8000)
INFO - 09:35:22 - Memory required for data: 402960940
INFO - 09:35:22 - Creating layer / name=loss2/classifier_loss2/classifier_0_split / type=Split
INFO - 09:35:22 - Creating Layer loss2/classifier_loss2/classifier_0_split
INFO - 09:35:22 - loss2/classifier_loss2/classifier_0_split <- loss2/classifier
INFO - 09:35:22 - loss2/classifier_loss2/classifier_0_split -> loss2/classifier_loss2/classifier_0_split_0
INFO - 09:35:22 - loss2/classifier_loss2/classifier_0_split -> loss2/classifier_loss2/classifier_0_split_1
INFO - 09:35:22 - loss2/classifier_loss2/classifier_0_split -> loss2/classifier_loss2/classifier_0_split_2
INFO - 09:35:22 - Setting up loss2/classifier_loss2/classifier_0_split
INFO - 09:35:22 - Top shape: 8 1000 (8000)
INFO - 09:35:22 - Top shape: 8 1000 (8000)
INFO - 09:35:22 - Top shape: 8 1000 (8000)
INFO - 09:35:22 - Memory required for data: 403056940
INFO - 09:35:22 - Creating layer / name=loss2/loss / type=SoftmaxWithLoss
INFO - 09:35:22 - Creating Layer loss2/loss
INFO - 09:35:22 - loss2/loss <- loss2/classifier_loss2/classifier_0_split_0
INFO - 09:35:22 - loss2/loss <- label_googlenet_1_split_3
INFO - 09:35:22 - loss2/loss -> loss2/loss1
INFO - 09:35:22 - Creating layer / name=loss2/loss / type=Softmax
INFO - 09:35:22 - Setting up loss2/loss
INFO - 09:35:22 - Top shape: (1)
INFO - 09:35:22 - with loss weight 0.3
INFO - 09:35:22 - Memory required for data: 403056944
INFO - 09:35:22 - Creating layer / name=loss2/top-1 / type=Accuracy
INFO - 09:35:22 - Creating Layer loss2/top-1
INFO - 09:35:22 - loss2/top-1 <- loss2/classifier_loss2/classifier_0_split_1
INFO - 09:35:22 - loss2/top-1 <- label_googlenet_1_split_4
INFO - 09:35:22 - loss2/top-1 -> loss2/top-1
INFO - 09:35:22 - Setting up loss2/top-1
INFO - 09:35:22 - Top shape: (1)
INFO - 09:35:22 - Memory required for data: 403056948
INFO - 09:35:22 - Creating layer / name=loss2/top-5 / type=Accuracy
INFO - 09:35:22 - Creating Layer loss2/top-5
INFO - 09:35:22 - loss2/top-5 <- loss2/classifier_loss2/classifier_0_split_2
INFO - 09:35:22 - loss2/top-5 <- label_googlenet_1_split_5
INFO - 09:35:22 - loss2/top-5 -> loss2/top-5
INFO - 09:35:22 - Setting up loss2/top-5
INFO - 09:35:22 - Top shape: (1)
INFO - 09:35:22 - Memory required for data: 403056952
INFO - 09:35:22 - Creating layer / name=inception_4e/1x1 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4e/1x1
INFO - 09:35:22 - inception_4e/1x1 <- inception_4d/output_inception_4d/output_0_split_1
INFO - 09:35:22 - inception_4e/1x1 -> inception_4e/1x1
INFO - 09:35:22 - Setting up inception_4e/1x1
INFO - 09:35:22 - Top shape: 8 256 14 14 (401408)
INFO - 09:35:22 - Memory required for data: 404662584
INFO - 09:35:22 - Creating layer / name=inception_4e/relu_1x1 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4e/relu_1x1
INFO - 09:35:22 - inception_4e/relu_1x1 <- inception_4e/1x1
INFO - 09:35:22 - inception_4e/relu_1x1 -> inception_4e/1x1 (in-place)
INFO - 09:35:22 - Setting up inception_4e/relu_1x1
INFO - 09:35:22 - Top shape: 8 256 14 14 (401408)
INFO - 09:35:22 - Memory required for data: 406268216
INFO - 09:35:22 - Creating layer / name=inception_4e/3x3_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4e/3x3_reduce
INFO - 09:35:22 - inception_4e/3x3_reduce <- inception_4d/output_inception_4d/output_0_split_2
INFO - 09:35:22 - inception_4e/3x3_reduce -> inception_4e/3x3_reduce
INFO - 09:35:22 - Setting up inception_4e/3x3_reduce
INFO - 09:35:22 - Top shape: 8 160 14 14 (250880)
INFO - 09:35:22 - Memory required for data: 407271736
INFO - 09:35:22 - Creating layer / name=inception_4e/relu_3x3_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4e/relu_3x3_reduce
INFO - 09:35:22 - inception_4e/relu_3x3_reduce <- inception_4e/3x3_reduce
INFO - 09:35:22 - inception_4e/relu_3x3_reduce -> inception_4e/3x3_reduce (in-place)
INFO - 09:35:22 - Setting up inception_4e/relu_3x3_reduce
INFO - 09:35:22 - Top shape: 8 160 14 14 (250880)
INFO - 09:35:22 - Memory required for data: 408275256
INFO - 09:35:22 - Creating layer / name=inception_4e/3x3 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4e/3x3
INFO - 09:35:22 - inception_4e/3x3 <- inception_4e/3x3_reduce
INFO - 09:35:22 - inception_4e/3x3 -> inception_4e/3x3
INFO - 09:35:22 - Setting up inception_4e/3x3
INFO - 09:35:22 - Top shape: 8 320 14 14 (501760)
INFO - 09:35:22 - Memory required for data: 410282296
INFO - 09:35:22 - Creating layer / name=inception_4e/relu_3x3 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4e/relu_3x3
INFO - 09:35:22 - inception_4e/relu_3x3 <- inception_4e/3x3
INFO - 09:35:22 - inception_4e/relu_3x3 -> inception_4e/3x3 (in-place)
INFO - 09:35:22 - Setting up inception_4e/relu_3x3
INFO - 09:35:22 - Top shape: 8 320 14 14 (501760)
INFO - 09:35:22 - Memory required for data: 412289336
INFO - 09:35:22 - Creating layer / name=inception_4e/5x5_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4e/5x5_reduce
INFO - 09:35:22 - inception_4e/5x5_reduce <- inception_4d/output_inception_4d/output_0_split_3
INFO - 09:35:22 - inception_4e/5x5_reduce -> inception_4e/5x5_reduce
INFO - 09:35:22 - Setting up inception_4e/5x5_reduce
INFO - 09:35:22 - Top shape: 8 32 14 14 (50176)
INFO - 09:35:22 - Memory required for data: 412490040
INFO - 09:35:22 - Creating layer / name=inception_4e/relu_5x5_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4e/relu_5x5_reduce
INFO - 09:35:22 - inception_4e/relu_5x5_reduce <- inception_4e/5x5_reduce
INFO - 09:35:22 - inception_4e/relu_5x5_reduce -> inception_4e/5x5_reduce (in-place)
INFO - 09:35:22 - Setting up inception_4e/relu_5x5_reduce
INFO - 09:35:22 - Top shape: 8 32 14 14 (50176)
INFO - 09:35:22 - Memory required for data: 412690744
INFO - 09:35:22 - Creating layer / name=inception_4e/5x5 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4e/5x5
INFO - 09:35:22 - inception_4e/5x5 <- inception_4e/5x5_reduce
INFO - 09:35:22 - inception_4e/5x5 -> inception_4e/5x5
INFO - 09:35:22 - Setting up inception_4e/5x5
INFO - 09:35:22 - Top shape: 8 128 14 14 (200704)
INFO - 09:35:22 - Memory required for data: 413493560
INFO - 09:35:22 - Creating layer / name=inception_4e/relu_5x5 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4e/relu_5x5
INFO - 09:35:22 - inception_4e/relu_5x5 <- inception_4e/5x5
INFO - 09:35:22 - inception_4e/relu_5x5 -> inception_4e/5x5 (in-place)
INFO - 09:35:22 - Setting up inception_4e/relu_5x5
INFO - 09:35:22 - Top shape: 8 128 14 14 (200704)
INFO - 09:35:22 - Memory required for data: 414296376
INFO - 09:35:22 - Creating layer / name=inception_4e/pool / type=Pooling
INFO - 09:35:22 - Creating Layer inception_4e/pool
INFO - 09:35:22 - inception_4e/pool <- inception_4d/output_inception_4d/output_0_split_4
INFO - 09:35:22 - inception_4e/pool -> inception_4e/pool
INFO - 09:35:22 - Setting up inception_4e/pool
INFO - 09:35:22 - Top shape: 8 528 14 14 (827904)
INFO - 09:35:22 - Memory required for data: 417607992
INFO - 09:35:22 - Creating layer / name=inception_4e/pool_proj / type=Convolution
INFO - 09:35:22 - Creating Layer inception_4e/pool_proj
INFO - 09:35:22 - inception_4e/pool_proj <- inception_4e/pool
INFO - 09:35:22 - inception_4e/pool_proj -> inception_4e/pool_proj
INFO - 09:35:22 - Setting up inception_4e/pool_proj
INFO - 09:35:22 - Top shape: 8 128 14 14 (200704)
INFO - 09:35:22 - Memory required for data: 418410808
INFO - 09:35:22 - Creating layer / name=inception_4e/relu_pool_proj / type=ReLU
INFO - 09:35:22 - Creating Layer inception_4e/relu_pool_proj
INFO - 09:35:22 - inception_4e/relu_pool_proj <- inception_4e/pool_proj
INFO - 09:35:22 - inception_4e/relu_pool_proj -> inception_4e/pool_proj (in-place)
INFO - 09:35:22 - Setting up inception_4e/relu_pool_proj
INFO - 09:35:22 - Top shape: 8 128 14 14 (200704)
INFO - 09:35:22 - Memory required for data: 419213624
INFO - 09:35:22 - Creating layer / name=inception_4e/output / type=Concat
INFO - 09:35:22 - Creating Layer inception_4e/output
INFO - 09:35:22 - inception_4e/output <- inception_4e/1x1
INFO - 09:35:22 - inception_4e/output <- inception_4e/3x3
INFO - 09:35:22 - inception_4e/output <- inception_4e/5x5
INFO - 09:35:22 - inception_4e/output <- inception_4e/pool_proj
INFO - 09:35:22 - inception_4e/output -> inception_4e/output
INFO - 09:35:22 - Setting up inception_4e/output
INFO - 09:35:22 - Top shape: 8 832 14 14 (1304576)
INFO - 09:35:22 - Memory required for data: 424431928
INFO - 09:35:22 - Creating layer / name=pool4/3x3_s2 / type=Pooling
INFO - 09:35:22 - Creating Layer pool4/3x3_s2
INFO - 09:35:22 - pool4/3x3_s2 <- inception_4e/output
INFO - 09:35:22 - pool4/3x3_s2 -> pool4/3x3_s2
INFO - 09:35:22 - Setting up pool4/3x3_s2
INFO - 09:35:22 - Top shape: 8 832 7 7 (326144)
INFO - 09:35:22 - Memory required for data: 425736504
INFO - 09:35:22 - Creating layer / name=pool4/3x3_s2_pool4/3x3_s2_0_split / type=Split
INFO - 09:35:22 - Creating Layer pool4/3x3_s2_pool4/3x3_s2_0_split
INFO - 09:35:22 - pool4/3x3_s2_pool4/3x3_s2_0_split <- pool4/3x3_s2
INFO - 09:35:22 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_0
INFO - 09:35:22 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_1
INFO - 09:35:22 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_2
INFO - 09:35:22 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_3
INFO - 09:35:22 - Setting up pool4/3x3_s2_pool4/3x3_s2_0_split
INFO - 09:35:22 - Top shape: 8 832 7 7 (326144)
INFO - 09:35:22 - Top shape: 8 832 7 7 (326144)
INFO - 09:35:22 - Top shape: 8 832 7 7 (326144)
INFO - 09:35:22 - Top shape: 8 832 7 7 (326144)
INFO - 09:35:22 - Memory required for data: 430954808
INFO - 09:35:22 - Creating layer / name=inception_5a/1x1 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_5a/1x1
INFO - 09:35:22 - inception_5a/1x1 <- pool4/3x3_s2_pool4/3x3_s2_0_split_0
INFO - 09:35:22 - inception_5a/1x1 -> inception_5a/1x1
INFO - 09:35:22 - Setting up inception_5a/1x1
INFO - 09:35:22 - Top shape: 8 256 7 7 (100352)
INFO - 09:35:22 - Memory required for data: 431356216
INFO - 09:35:22 - Creating layer / name=inception_5a/relu_1x1 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_5a/relu_1x1
INFO - 09:35:22 - inception_5a/relu_1x1 <- inception_5a/1x1
INFO - 09:35:22 - inception_5a/relu_1x1 -> inception_5a/1x1 (in-place)
INFO - 09:35:22 - Setting up inception_5a/relu_1x1
INFO - 09:35:22 - Top shape: 8 256 7 7 (100352)
INFO - 09:35:22 - Memory required for data: 431757624
INFO - 09:35:22 - Creating layer / name=inception_5a/3x3_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_5a/3x3_reduce
INFO - 09:35:22 - inception_5a/3x3_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_1
INFO - 09:35:22 - inception_5a/3x3_reduce -> inception_5a/3x3_reduce
INFO - 09:35:22 - Setting up inception_5a/3x3_reduce
INFO - 09:35:22 - Top shape: 8 160 7 7 (62720)
INFO - 09:35:22 - Memory required for data: 432008504
INFO - 09:35:22 - Creating layer / name=inception_5a/relu_3x3_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_5a/relu_3x3_reduce
INFO - 09:35:22 - inception_5a/relu_3x3_reduce <- inception_5a/3x3_reduce
INFO - 09:35:22 - inception_5a/relu_3x3_reduce -> inception_5a/3x3_reduce (in-place)
INFO - 09:35:22 - Setting up inception_5a/relu_3x3_reduce
INFO - 09:35:22 - Top shape: 8 160 7 7 (62720)
INFO - 09:35:22 - Memory required for data: 432259384
INFO - 09:35:22 - Creating layer / name=inception_5a/3x3 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_5a/3x3
INFO - 09:35:22 - inception_5a/3x3 <- inception_5a/3x3_reduce
INFO - 09:35:22 - inception_5a/3x3 -> inception_5a/3x3
INFO - 09:35:22 - Setting up inception_5a/3x3
INFO - 09:35:22 - Top shape: 8 320 7 7 (125440)
INFO - 09:35:22 - Memory required for data: 432761144
INFO - 09:35:22 - Creating layer / name=inception_5a/relu_3x3 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_5a/relu_3x3
INFO - 09:35:22 - inception_5a/relu_3x3 <- inception_5a/3x3
INFO - 09:35:22 - inception_5a/relu_3x3 -> inception_5a/3x3 (in-place)
INFO - 09:35:22 - Setting up inception_5a/relu_3x3
INFO - 09:35:22 - Top shape: 8 320 7 7 (125440)
INFO - 09:35:22 - Memory required for data: 433262904
INFO - 09:35:22 - Creating layer / name=inception_5a/5x5_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_5a/5x5_reduce
INFO - 09:35:22 - inception_5a/5x5_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_2
INFO - 09:35:22 - inception_5a/5x5_reduce -> inception_5a/5x5_reduce
INFO - 09:35:22 - Setting up inception_5a/5x5_reduce
INFO - 09:35:22 - Top shape: 8 32 7 7 (12544)
INFO - 09:35:22 - Memory required for data: 433313080
INFO - 09:35:22 - Creating layer / name=inception_5a/relu_5x5_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_5a/relu_5x5_reduce
INFO - 09:35:22 - inception_5a/relu_5x5_reduce <- inception_5a/5x5_reduce
INFO - 09:35:22 - inception_5a/relu_5x5_reduce -> inception_5a/5x5_reduce (in-place)
INFO - 09:35:22 - Setting up inception_5a/relu_5x5_reduce
INFO - 09:35:22 - Top shape: 8 32 7 7 (12544)
INFO - 09:35:22 - Memory required for data: 433363256
INFO - 09:35:22 - Creating layer / name=inception_5a/5x5 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_5a/5x5
INFO - 09:35:22 - inception_5a/5x5 <- inception_5a/5x5_reduce
INFO - 09:35:22 - inception_5a/5x5 -> inception_5a/5x5
INFO - 09:35:22 - Setting up inception_5a/5x5
INFO - 09:35:22 - Top shape: 8 128 7 7 (50176)
INFO - 09:35:22 - Memory required for data: 433563960
INFO - 09:35:22 - Creating layer / name=inception_5a/relu_5x5 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_5a/relu_5x5
INFO - 09:35:22 - inception_5a/relu_5x5 <- inception_5a/5x5
INFO - 09:35:22 - inception_5a/relu_5x5 -> inception_5a/5x5 (in-place)
INFO - 09:35:22 - Setting up inception_5a/relu_5x5
INFO - 09:35:22 - Top shape: 8 128 7 7 (50176)
INFO - 09:35:22 - Memory required for data: 433764664
INFO - 09:35:22 - Creating layer / name=inception_5a/pool / type=Pooling
INFO - 09:35:22 - Creating Layer inception_5a/pool
INFO - 09:35:22 - inception_5a/pool <- pool4/3x3_s2_pool4/3x3_s2_0_split_3
INFO - 09:35:22 - inception_5a/pool -> inception_5a/pool
INFO - 09:35:22 - Setting up inception_5a/pool
INFO - 09:35:22 - Top shape: 8 832 7 7 (326144)
INFO - 09:35:22 - Memory required for data: 435069240
INFO - 09:35:22 - Creating layer / name=inception_5a/pool_proj / type=Convolution
INFO - 09:35:22 - Creating Layer inception_5a/pool_proj
INFO - 09:35:22 - inception_5a/pool_proj <- inception_5a/pool
INFO - 09:35:22 - inception_5a/pool_proj -> inception_5a/pool_proj
INFO - 09:35:22 - Setting up inception_5a/pool_proj
INFO - 09:35:22 - Top shape: 8 128 7 7 (50176)
INFO - 09:35:22 - Memory required for data: 435269944
INFO - 09:35:22 - Creating layer / name=inception_5a/relu_pool_proj / type=ReLU
INFO - 09:35:22 - Creating Layer inception_5a/relu_pool_proj
INFO - 09:35:22 - inception_5a/relu_pool_proj <- inception_5a/pool_proj
INFO - 09:35:22 - inception_5a/relu_pool_proj -> inception_5a/pool_proj (in-place)
INFO - 09:35:22 - Setting up inception_5a/relu_pool_proj
INFO - 09:35:22 - Top shape: 8 128 7 7 (50176)
INFO - 09:35:22 - Memory required for data: 435470648
INFO - 09:35:22 - Creating layer / name=inception_5a/output / type=Concat
INFO - 09:35:22 - Creating Layer inception_5a/output
INFO - 09:35:22 - inception_5a/output <- inception_5a/1x1
INFO - 09:35:22 - inception_5a/output <- inception_5a/3x3
INFO - 09:35:22 - inception_5a/output <- inception_5a/5x5
INFO - 09:35:22 - inception_5a/output <- inception_5a/pool_proj
INFO - 09:35:22 - inception_5a/output -> inception_5a/output
INFO - 09:35:22 - Setting up inception_5a/output
INFO - 09:35:22 - Top shape: 8 832 7 7 (326144)
INFO - 09:35:22 - Memory required for data: 436775224
INFO - 09:35:22 - Creating layer / name=inception_5a/output_inception_5a/output_0_split / type=Split
INFO - 09:35:22 - Creating Layer inception_5a/output_inception_5a/output_0_split
INFO - 09:35:22 - inception_5a/output_inception_5a/output_0_split <- inception_5a/output
INFO - 09:35:22 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_0
INFO - 09:35:22 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_1
INFO - 09:35:22 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_2
INFO - 09:35:22 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_3
INFO - 09:35:22 - Setting up inception_5a/output_inception_5a/output_0_split
INFO - 09:35:22 - Top shape: 8 832 7 7 (326144)
INFO - 09:35:22 - Top shape: 8 832 7 7 (326144)
INFO - 09:35:22 - Top shape: 8 832 7 7 (326144)
INFO - 09:35:22 - Top shape: 8 832 7 7 (326144)
INFO - 09:35:22 - Memory required for data: 441993528
INFO - 09:35:22 - Creating layer / name=inception_5b/1x1 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_5b/1x1
INFO - 09:35:22 - inception_5b/1x1 <- inception_5a/output_inception_5a/output_0_split_0
INFO - 09:35:22 - inception_5b/1x1 -> inception_5b/1x1
INFO - 09:35:22 - Setting up inception_5b/1x1
INFO - 09:35:22 - Top shape: 8 384 7 7 (150528)
INFO - 09:35:22 - Memory required for data: 442595640
INFO - 09:35:22 - Creating layer / name=inception_5b/relu_1x1 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_5b/relu_1x1
INFO - 09:35:22 - inception_5b/relu_1x1 <- inception_5b/1x1
INFO - 09:35:22 - inception_5b/relu_1x1 -> inception_5b/1x1 (in-place)
INFO - 09:35:22 - Setting up inception_5b/relu_1x1
INFO - 09:35:22 - Top shape: 8 384 7 7 (150528)
INFO - 09:35:22 - Memory required for data: 443197752
INFO - 09:35:22 - Creating layer / name=inception_5b/3x3_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_5b/3x3_reduce
INFO - 09:35:22 - inception_5b/3x3_reduce <- inception_5a/output_inception_5a/output_0_split_1
INFO - 09:35:22 - inception_5b/3x3_reduce -> inception_5b/3x3_reduce
INFO - 09:35:22 - Setting up inception_5b/3x3_reduce
INFO - 09:35:22 - Top shape: 8 192 7 7 (75264)
INFO - 09:35:22 - Memory required for data: 443498808
INFO - 09:35:22 - Creating layer / name=inception_5b/relu_3x3_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_5b/relu_3x3_reduce
INFO - 09:35:22 - inception_5b/relu_3x3_reduce <- inception_5b/3x3_reduce
INFO - 09:35:22 - inception_5b/relu_3x3_reduce -> inception_5b/3x3_reduce (in-place)
INFO - 09:35:22 - Setting up inception_5b/relu_3x3_reduce
INFO - 09:35:22 - Top shape: 8 192 7 7 (75264)
INFO - 09:35:22 - Memory required for data: 443799864
INFO - 09:35:22 - Creating layer / name=inception_5b/3x3 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_5b/3x3
INFO - 09:35:22 - inception_5b/3x3 <- inception_5b/3x3_reduce
INFO - 09:35:22 - inception_5b/3x3 -> inception_5b/3x3
INFO - 09:35:22 - Setting up inception_5b/3x3
INFO - 09:35:22 - Top shape: 8 384 7 7 (150528)
INFO - 09:35:22 - Memory required for data: 444401976
INFO - 09:35:22 - Creating layer / name=inception_5b/relu_3x3 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_5b/relu_3x3
INFO - 09:35:22 - inception_5b/relu_3x3 <- inception_5b/3x3
INFO - 09:35:22 - inception_5b/relu_3x3 -> inception_5b/3x3 (in-place)
INFO - 09:35:22 - Setting up inception_5b/relu_3x3
INFO - 09:35:22 - Top shape: 8 384 7 7 (150528)
INFO - 09:35:22 - Memory required for data: 445004088
INFO - 09:35:22 - Creating layer / name=inception_5b/5x5_reduce / type=Convolution
INFO - 09:35:22 - Creating Layer inception_5b/5x5_reduce
INFO - 09:35:22 - inception_5b/5x5_reduce <- inception_5a/output_inception_5a/output_0_split_2
INFO - 09:35:22 - inception_5b/5x5_reduce -> inception_5b/5x5_reduce
INFO - 09:35:22 - Setting up inception_5b/5x5_reduce
INFO - 09:35:22 - Top shape: 8 48 7 7 (18816)
INFO - 09:35:22 - Memory required for data: 445079352
INFO - 09:35:22 - Creating layer / name=inception_5b/relu_5x5_reduce / type=ReLU
INFO - 09:35:22 - Creating Layer inception_5b/relu_5x5_reduce
INFO - 09:35:22 - inception_5b/relu_5x5_reduce <- inception_5b/5x5_reduce
INFO - 09:35:22 - inception_5b/relu_5x5_reduce -> inception_5b/5x5_reduce (in-place)
INFO - 09:35:22 - Setting up inception_5b/relu_5x5_reduce
INFO - 09:35:22 - Top shape: 8 48 7 7 (18816)
INFO - 09:35:22 - Memory required for data: 445154616
INFO - 09:35:22 - Creating layer / name=inception_5b/5x5 / type=Convolution
INFO - 09:35:22 - Creating Layer inception_5b/5x5
INFO - 09:35:22 - inception_5b/5x5 <- inception_5b/5x5_reduce
INFO - 09:35:22 - inception_5b/5x5 -> inception_5b/5x5
INFO - 09:35:22 - Setting up inception_5b/5x5
INFO - 09:35:22 - Top shape: 8 128 7 7 (50176)
INFO - 09:35:22 - Memory required for data: 445355320
INFO - 09:35:22 - Creating layer / name=inception_5b/relu_5x5 / type=ReLU
INFO - 09:35:22 - Creating Layer inception_5b/relu_5x5
INFO - 09:35:22 - inception_5b/relu_5x5 <- inception_5b/5x5
INFO - 09:35:22 - inception_5b/relu_5x5 -> inception_5b/5x5 (in-place)
INFO - 09:35:22 - Setting up inception_5b/relu_5x5
INFO - 09:35:22 - Top shape: 8 128 7 7 (50176)
INFO - 09:35:22 - Memory required for data: 445556024
INFO - 09:35:22 - Creating layer / name=inception_5b/pool / type=Pooling
INFO - 09:35:22 - Creating Layer inception_5b/pool
INFO - 09:35:22 - inception_5b/pool <- inception_5a/output_inception_5a/output_0_split_3
INFO - 09:35:22 - inception_5b/pool -> inception_5b/pool
INFO - 09:35:22 - Setting up inception_5b/pool
INFO - 09:35:22 - Top shape: 8 832 7 7 (326144)
INFO - 09:35:22 - Memory required for data: 446860600
INFO - 09:35:22 - Creating layer / name=inception_5b/pool_proj / type=Convolution
INFO - 09:35:22 - Creating Layer inception_5b/pool_proj
INFO - 09:35:22 - inception_5b/pool_proj <- inception_5b/pool
INFO - 09:35:22 - inception_5b/pool_proj -> inception_5b/pool_proj
INFO - 09:35:22 - Setting up inception_5b/pool_proj
INFO - 09:35:22 - Top shape: 8 128 7 7 (50176)
INFO - 09:35:22 - Memory required for data: 447061304
INFO - 09:35:22 - Creating layer / name=inception_5b/relu_pool_proj / type=ReLU
INFO - 09:35:22 - Creating Layer inception_5b/relu_pool_proj
INFO - 09:35:22 - inception_5b/relu_pool_proj <- inception_5b/pool_proj
INFO - 09:35:22 - inception_5b/relu_pool_proj -> inception_5b/pool_proj (in-place)
INFO - 09:35:22 - Setting up inception_5b/relu_pool_proj
INFO - 09:35:22 - Top shape: 8 128 7 7 (50176)
INFO - 09:35:22 - Memory required for data: 447262008
INFO - 09:35:22 - Creating layer / name=inception_5b/output / type=Concat
INFO - 09:35:22 - Creating Layer inception_5b/output
INFO - 09:35:22 - inception_5b/output <- inception_5b/1x1
INFO - 09:35:22 - inception_5b/output <- inception_5b/3x3
INFO - 09:35:22 - inception_5b/output <- inception_5b/5x5
INFO - 09:35:22 - inception_5b/output <- inception_5b/pool_proj
INFO - 09:35:22 - inception_5b/output -> inception_5b/output
INFO - 09:35:22 - Setting up inception_5b/output
INFO - 09:35:22 - Top shape: 8 1024 7 7 (401408)
INFO - 09:35:22 - Memory required for data: 448867640
INFO - 09:35:22 - Creating layer / name=pool5/7x7_s1 / type=Pooling
INFO - 09:35:22 - Creating Layer pool5/7x7_s1
INFO - 09:35:22 - pool5/7x7_s1 <- inception_5b/output
INFO - 09:35:22 - pool5/7x7_s1 -> pool5/7x7_s1
INFO - 09:35:22 - Setting up pool5/7x7_s1
INFO - 09:35:22 - Top shape: 8 1024 1 1 (8192)
INFO - 09:35:22 - Memory required for data: 448900408
INFO - 09:35:22 - Creating layer / name=pool5/drop_7x7_s1 / type=Dropout
INFO - 09:35:22 - Creating Layer pool5/drop_7x7_s1
INFO - 09:35:22 - pool5/drop_7x7_s1 <- pool5/7x7_s1
INFO - 09:35:22 - pool5/drop_7x7_s1 -> pool5/7x7_s1 (in-place)
INFO - 09:35:22 - Setting up pool5/drop_7x7_s1
INFO - 09:35:22 - Top shape: 8 1024 1 1 (8192)
INFO - 09:35:22 - Memory required for data: 448933176
INFO - 09:35:22 - Creating layer / name=loss3/classifier / type=InnerProduct
INFO - 09:35:22 - Creating Layer loss3/classifier
INFO - 09:35:22 - loss3/classifier <- pool5/7x7_s1
INFO - 09:35:22 - loss3/classifier -> loss3/classifier
INFO - 09:35:22 - Setting up loss3/classifier
INFO - 09:35:22 - Top shape: 8 12 (96)
INFO - 09:35:22 - Memory required for data: 448933560
INFO - 09:35:22 - Creating layer / name=loss3/classifier_loss3/classifier_0_split / type=Split
INFO - 09:35:22 - Creating Layer loss3/classifier_loss3/classifier_0_split
INFO - 09:35:22 - loss3/classifier_loss3/classifier_0_split <- loss3/classifier
INFO - 09:35:22 - loss3/classifier_loss3/classifier_0_split -> loss3/classifier_loss3/classifier_0_split_0
INFO - 09:35:22 - loss3/classifier_loss3/classifier_0_split -> loss3/classifier_loss3/classifier_0_split_1
INFO - 09:35:22 - loss3/classifier_loss3/classifier_0_split -> loss3/classifier_loss3/classifier_0_split_2
INFO - 09:35:22 - Setting up loss3/classifier_loss3/classifier_0_split
INFO - 09:35:22 - Top shape: 8 12 (96)
INFO - 09:35:22 - Top shape: 8 12 (96)
INFO - 09:35:22 - Top shape: 8 12 (96)
INFO - 09:35:22 - Memory required for data: 448934712
INFO - 09:35:22 - Creating layer / name=loss3/loss3 / type=SoftmaxWithLoss
INFO - 09:35:22 - Creating Layer loss3/loss3
INFO - 09:35:22 - loss3/loss3 <- loss3/classifier_loss3/classifier_0_split_0
INFO - 09:35:22 - loss3/loss3 <- label_googlenet_1_split_6
INFO - 09:35:22 - loss3/loss3 -> loss3/loss3
INFO - 09:35:22 - Creating layer / name=loss3/loss3 / type=Softmax
INFO - 09:35:22 - Setting up loss3/loss3
INFO - 09:35:22 - Top shape: (1)
INFO - 09:35:22 - with loss weight 1
INFO - 09:35:22 - Memory required for data: 448934716
INFO - 09:35:22 - Creating layer / name=loss3/top-1 / type=Accuracy
INFO - 09:35:22 - Creating Layer loss3/top-1
INFO - 09:35:22 - loss3/top-1 <- loss3/classifier_loss3/classifier_0_split_1
INFO - 09:35:22 - loss3/top-1 <- label_googlenet_1_split_7
INFO - 09:35:22 - loss3/top-1 -> loss3/top-1
INFO - 09:35:22 - Setting up loss3/top-1
INFO - 09:35:22 - Top shape: (1)
INFO - 09:35:22 - Memory required for data: 448934720
INFO - 09:35:22 - Creating layer / name=probt / type=Softmax
INFO - 09:35:22 - Creating Layer probt
INFO - 09:35:22 - probt <- loss3/classifier_loss3/classifier_0_split_2
INFO - 09:35:22 - probt -> probt
INFO - 09:35:22 - Setting up probt
INFO - 09:35:22 - Top shape: 8 12 (96)
INFO - 09:35:22 - Memory required for data: 448935104
INFO - 09:35:22 - probt does not need backward computation.
INFO - 09:35:22 - loss3/top-1 does not need backward computation.
INFO - 09:35:22 - loss3/loss3 needs backward computation.
INFO - 09:35:22 - loss3/classifier_loss3/classifier_0_split needs backward computation.
INFO - 09:35:22 - loss3/classifier needs backward computation.
INFO - 09:35:22 - pool5/drop_7x7_s1 needs backward computation.
INFO - 09:35:22 - pool5/7x7_s1 needs backward computation.
INFO - 09:35:22 - inception_5b/output needs backward computation.
INFO - 09:35:22 - inception_5b/relu_pool_proj needs backward computation.
INFO - 09:35:22 - inception_5b/pool_proj needs backward computation.
INFO - 09:35:22 - inception_5b/pool needs backward computation.
INFO - 09:35:22 - inception_5b/relu_5x5 needs backward computation.
INFO - 09:35:22 - inception_5b/5x5 needs backward computation.
INFO - 09:35:22 - inception_5b/relu_5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_5b/5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_5b/relu_3x3 needs backward computation.
INFO - 09:35:22 - inception_5b/3x3 needs backward computation.
INFO - 09:35:22 - inception_5b/relu_3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_5b/3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_5b/relu_1x1 needs backward computation.
INFO - 09:35:22 - inception_5b/1x1 needs backward computation.
INFO - 09:35:22 - inception_5a/output_inception_5a/output_0_split needs backward computation.
INFO - 09:35:22 - inception_5a/output needs backward computation.
INFO - 09:35:22 - inception_5a/relu_pool_proj needs backward computation.
INFO - 09:35:22 - inception_5a/pool_proj needs backward computation.
INFO - 09:35:22 - inception_5a/pool needs backward computation.
INFO - 09:35:22 - inception_5a/relu_5x5 needs backward computation.
INFO - 09:35:22 - inception_5a/5x5 needs backward computation.
INFO - 09:35:22 - inception_5a/relu_5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_5a/5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_5a/relu_3x3 needs backward computation.
INFO - 09:35:22 - inception_5a/3x3 needs backward computation.
INFO - 09:35:22 - inception_5a/relu_3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_5a/3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_5a/relu_1x1 needs backward computation.
INFO - 09:35:22 - inception_5a/1x1 needs backward computation.
INFO - 09:35:22 - pool4/3x3_s2_pool4/3x3_s2_0_split needs backward computation.
INFO - 09:35:22 - pool4/3x3_s2 needs backward computation.
INFO - 09:35:22 - inception_4e/output needs backward computation.
INFO - 09:35:22 - inception_4e/relu_pool_proj needs backward computation.
INFO - 09:35:22 - inception_4e/pool_proj needs backward computation.
INFO - 09:35:22 - inception_4e/pool needs backward computation.
INFO - 09:35:22 - inception_4e/relu_5x5 needs backward computation.
INFO - 09:35:22 - inception_4e/5x5 needs backward computation.
INFO - 09:35:22 - inception_4e/relu_5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_4e/5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_4e/relu_3x3 needs backward computation.
INFO - 09:35:22 - inception_4e/3x3 needs backward computation.
INFO - 09:35:22 - inception_4e/relu_3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_4e/3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_4e/relu_1x1 needs backward computation.
INFO - 09:35:22 - inception_4e/1x1 needs backward computation.
INFO - 09:35:22 - loss2/top-5 does not need backward computation.
INFO - 09:35:22 - loss2/top-1 does not need backward computation.
INFO - 09:35:22 - loss2/loss needs backward computation.
INFO - 09:35:22 - loss2/classifier_loss2/classifier_0_split needs backward computation.
INFO - 09:35:22 - loss2/classifier needs backward computation.
INFO - 09:35:22 - loss2/drop_fc needs backward computation.
INFO - 09:35:22 - loss2/relu_fc needs backward computation.
INFO - 09:35:22 - loss2/fc needs backward computation.
INFO - 09:35:22 - loss2/relu_conv needs backward computation.
INFO - 09:35:22 - loss2/conv needs backward computation.
INFO - 09:35:22 - loss2/ave_pool needs backward computation.
INFO - 09:35:22 - inception_4d/output_inception_4d/output_0_split needs backward computation.
INFO - 09:35:22 - inception_4d/output needs backward computation.
INFO - 09:35:22 - inception_4d/relu_pool_proj needs backward computation.
INFO - 09:35:22 - inception_4d/pool_proj needs backward computation.
INFO - 09:35:22 - inception_4d/pool needs backward computation.
INFO - 09:35:22 - inception_4d/relu_5x5 needs backward computation.
INFO - 09:35:22 - inception_4d/5x5 needs backward computation.
INFO - 09:35:22 - inception_4d/relu_5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_4d/5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_4d/relu_3x3 needs backward computation.
INFO - 09:35:22 - inception_4d/3x3 needs backward computation.
INFO - 09:35:22 - inception_4d/relu_3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_4d/3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_4d/relu_1x1 needs backward computation.
INFO - 09:35:22 - inception_4d/1x1 needs backward computation.
INFO - 09:35:22 - inception_4c/output_inception_4c/output_0_split needs backward computation.
INFO - 09:35:22 - inception_4c/output needs backward computation.
INFO - 09:35:22 - inception_4c/relu_pool_proj needs backward computation.
INFO - 09:35:22 - inception_4c/pool_proj needs backward computation.
INFO - 09:35:22 - inception_4c/pool needs backward computation.
INFO - 09:35:22 - inception_4c/relu_5x5 needs backward computation.
INFO - 09:35:22 - inception_4c/5x5 needs backward computation.
INFO - 09:35:22 - inception_4c/relu_5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_4c/5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_4c/relu_3x3 needs backward computation.
INFO - 09:35:22 - inception_4c/3x3 needs backward computation.
INFO - 09:35:22 - inception_4c/relu_3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_4c/3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_4c/relu_1x1 needs backward computation.
INFO - 09:35:22 - inception_4c/1x1 needs backward computation.
INFO - 09:35:22 - inception_4b/output_inception_4b/output_0_split needs backward computation.
INFO - 09:35:22 - inception_4b/output needs backward computation.
INFO - 09:35:22 - inception_4b/relu_pool_proj needs backward computation.
INFO - 09:35:22 - inception_4b/pool_proj needs backward computation.
INFO - 09:35:22 - inception_4b/pool needs backward computation.
INFO - 09:35:22 - inception_4b/relu_5x5 needs backward computation.
INFO - 09:35:22 - inception_4b/5x5 needs backward computation.
INFO - 09:35:22 - inception_4b/relu_5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_4b/5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_4b/relu_3x3 needs backward computation.
INFO - 09:35:22 - inception_4b/3x3 needs backward computation.
INFO - 09:35:22 - inception_4b/relu_3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_4b/3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_4b/relu_1x1 needs backward computation.
INFO - 09:35:22 - inception_4b/1x1 needs backward computation.
INFO - 09:35:22 - loss1/top-5 does not need backward computation.
INFO - 09:35:22 - loss1/top-1 does not need backward computation.
INFO - 09:35:22 - loss1/loss needs backward computation.
INFO - 09:35:22 - loss1/classifier_loss1/classifier_0_split needs backward computation.
INFO - 09:35:22 - loss1/classifier needs backward computation.
INFO - 09:35:22 - loss1/drop_fc needs backward computation.
INFO - 09:35:22 - loss1/relu_fc needs backward computation.
INFO - 09:35:22 - loss1/fc needs backward computation.
INFO - 09:35:22 - loss1/relu_conv needs backward computation.
INFO - 09:35:22 - loss1/conv needs backward computation.
INFO - 09:35:22 - loss1/ave_pool needs backward computation.
INFO - 09:35:22 - inception_4a/output_inception_4a/output_0_split needs backward computation.
INFO - 09:35:22 - inception_4a/output needs backward computation.
INFO - 09:35:22 - inception_4a/relu_pool_proj needs backward computation.
INFO - 09:35:22 - inception_4a/pool_proj needs backward computation.
INFO - 09:35:22 - inception_4a/pool needs backward computation.
INFO - 09:35:22 - inception_4a/relu_5x5 needs backward computation.
INFO - 09:35:22 - inception_4a/5x5 needs backward computation.
INFO - 09:35:22 - inception_4a/relu_5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_4a/5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_4a/relu_3x3 needs backward computation.
INFO - 09:35:22 - inception_4a/3x3 needs backward computation.
INFO - 09:35:22 - inception_4a/relu_3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_4a/3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_4a/relu_1x1 needs backward computation.
INFO - 09:35:22 - inception_4a/1x1 needs backward computation.
INFO - 09:35:22 - pool3/3x3_s2_pool3/3x3_s2_0_split needs backward computation.
INFO - 09:35:22 - pool3/3x3_s2 needs backward computation.
INFO - 09:35:22 - inception_3b/output needs backward computation.
INFO - 09:35:22 - inception_3b/relu_pool_proj needs backward computation.
INFO - 09:35:22 - inception_3b/pool_proj needs backward computation.
INFO - 09:35:22 - inception_3b/pool needs backward computation.
INFO - 09:35:22 - inception_3b/relu_5x5 needs backward computation.
INFO - 09:35:22 - inception_3b/5x5 needs backward computation.
INFO - 09:35:22 - inception_3b/relu_5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_3b/5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_3b/relu_3x3 needs backward computation.
INFO - 09:35:22 - inception_3b/3x3 needs backward computation.
INFO - 09:35:22 - inception_3b/relu_3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_3b/3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_3b/relu_1x1 needs backward computation.
INFO - 09:35:22 - inception_3b/1x1 needs backward computation.
INFO - 09:35:22 - inception_3a/output_inception_3a/output_0_split needs backward computation.
INFO - 09:35:22 - inception_3a/output needs backward computation.
INFO - 09:35:22 - inception_3a/relu_pool_proj needs backward computation.
INFO - 09:35:22 - inception_3a/pool_proj needs backward computation.
INFO - 09:35:22 - inception_3a/pool needs backward computation.
INFO - 09:35:22 - inception_3a/relu_5x5 needs backward computation.
INFO - 09:35:22 - inception_3a/5x5 needs backward computation.
INFO - 09:35:22 - inception_3a/relu_5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_3a/5x5_reduce needs backward computation.
INFO - 09:35:22 - inception_3a/relu_3x3 needs backward computation.
INFO - 09:35:22 - inception_3a/3x3 needs backward computation.
INFO - 09:35:22 - inception_3a/relu_3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_3a/3x3_reduce needs backward computation.
INFO - 09:35:22 - inception_3a/relu_1x1 needs backward computation.
INFO - 09:35:22 - inception_3a/1x1 needs backward computation.
INFO - 09:35:22 - pool2/3x3_s2_pool2/3x3_s2_0_split needs backward computation.
INFO - 09:35:22 - pool2/3x3_s2 needs backward computation.
INFO - 09:35:22 - conv2/norm2 needs backward computation.
INFO - 09:35:22 - conv2/relu_3x3 needs backward computation.
INFO - 09:35:22 - conv2/3x3 needs backward computation.
INFO - 09:35:22 - conv2/relu_3x3_reduce needs backward computation.
INFO - 09:35:22 - conv2/3x3_reduce needs backward computation.
INFO - 09:35:22 - pool1/norm1 needs backward computation.
INFO - 09:35:22 - pool1/3x3_s2 needs backward computation.
INFO - 09:35:22 - conv1/relu_7x7 needs backward computation.
INFO - 09:35:22 - conv1/7x7_s2 needs backward computation.
INFO - 09:35:22 - label_googlenet_1_split does not need backward computation.
INFO - 09:35:22 - googlenet does not need backward computation.
INFO - 09:35:22 - This network produces output loss1/loss1
INFO - 09:35:22 - This network produces output loss1/top-1
INFO - 09:35:22 - This network produces output loss1/top-5
INFO - 09:35:22 - This network produces output loss2/loss1
INFO - 09:35:22 - This network produces output loss2/top-1
INFO - 09:35:22 - This network produces output loss2/top-5
INFO - 09:35:22 - This network produces output loss3/loss3
INFO - 09:35:22 - This network produces output loss3/top-1
INFO - 09:35:22 - This network produces output probt
INFO - 09:35:22 - Network initialization done.
*********************************************************************************************************
*E1120 09:35:22.422320 17453 caffelib.cc:785] exception while forward/backward pass through the network *
*********************************************************************************************************
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment