Skip to content

Instantly share code, notes, and snippets.

@fischermario

fischermario/log_convert_py.txt

Created April 25, 2018 23:04
Show Gist options
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save fischermario/bd84b9be02ec2a50ecf8472f3cae0b74 to your computer and use it in GitHub Desktop.
Save fischermario/bd84b9be02ec2a50ecf8472f3cae0b74 to your computer and use it in GitHub Desktop.
Download ZIP
Raw
log_convert_py.txt
Using output node dense_2/Softmax
Converting to UFF graph
No. nodes: 98
[TensorRT] INFO: UFFParser: parsing input_1
[TensorRT] INFO: UFFParser: parsing block1_conv1/kernel
[TensorRT] INFO: UFFParser: parsing block1_conv1/convolution
[TensorRT] INFO: UFFParser: parsing block1_conv1/bias
[TensorRT] INFO: UFFParser: parsing block1_conv1/BiasAdd
[TensorRT] INFO: UFFParser: parsing block1_conv1/Relu
[TensorRT] INFO: UFFParser: parsing block1_conv2/kernel
[TensorRT] INFO: UFFParser: parsing block1_conv2/convolution
[TensorRT] INFO: UFFParser: parsing block1_conv2/bias
[TensorRT] INFO: UFFParser: parsing block1_conv2/BiasAdd
[TensorRT] INFO: UFFParser: parsing block1_conv2/Relu
[TensorRT] INFO: UFFParser: parsing block1_pool/MaxPool
[TensorRT] INFO: UFFParser: parsing block2_conv1/kernel
[TensorRT] INFO: UFFParser: parsing block2_conv1/convolution
[TensorRT] INFO: UFFParser: parsing block2_conv1/bias
[TensorRT] INFO: UFFParser: parsing block2_conv1/BiasAdd
[TensorRT] INFO: UFFParser: parsing block2_conv1/Relu
[TensorRT] INFO: UFFParser: parsing block2_conv2/kernel
[TensorRT] INFO: UFFParser: parsing block2_conv2/convolution
[TensorRT] INFO: UFFParser: parsing block2_conv2/bias
[TensorRT] INFO: UFFParser: parsing block2_conv2/BiasAdd
[TensorRT] INFO: UFFParser: parsing block2_conv2/Relu
[TensorRT] INFO: UFFParser: parsing block2_pool/MaxPool
[TensorRT] INFO: UFFParser: parsing block3_conv1/kernel
[TensorRT] INFO: UFFParser: parsing block3_conv1/convolution
[TensorRT] INFO: UFFParser: parsing block3_conv1/bias
[TensorRT] INFO: UFFParser: parsing block3_conv1/BiasAdd
[TensorRT] INFO: UFFParser: parsing block3_conv1/Relu
[TensorRT] INFO: UFFParser: parsing block3_conv2/kernel
[TensorRT] INFO: UFFParser: parsing block3_conv2/convolution
[TensorRT] INFO: UFFParser: parsing block3_conv2/bias
[TensorRT] INFO: UFFParser: parsing block3_conv2/BiasAdd
[TensorRT] INFO: UFFParser: parsing block3_conv2/Relu
[TensorRT] INFO: UFFParser: parsing block3_conv3/kernel
[TensorRT] INFO: UFFParser: parsing block3_conv3/convolution
[TensorRT] INFO: UFFParser: parsing block3_conv3/bias
[TensorRT] INFO: UFFParser: parsing block3_conv3/BiasAdd
[TensorRT] INFO: UFFParser: parsing block3_conv3/Relu
[TensorRT] INFO: UFFParser: parsing block3_conv4/kernel
[TensorRT] INFO: UFFParser: parsing block3_conv4/convolution
[TensorRT] INFO: UFFParser: parsing block3_conv4/bias
[TensorRT] INFO: UFFParser: parsing block3_conv4/BiasAdd
[TensorRT] INFO: UFFParser: parsing block3_conv4/Relu
[TensorRT] INFO: UFFParser: parsing block3_pool/MaxPool
[TensorRT] INFO: UFFParser: parsing block4_conv1/kernel
[TensorRT] INFO: UFFParser: parsing block4_conv1/convolution
[TensorRT] INFO: UFFParser: parsing block4_conv1/bias
[TensorRT] INFO: UFFParser: parsing block4_conv1/BiasAdd
[TensorRT] INFO: UFFParser: parsing block4_conv1/Relu
[TensorRT] INFO: UFFParser: parsing block4_conv2/kernel
[TensorRT] INFO: UFFParser: parsing block4_conv2/convolution
[TensorRT] INFO: UFFParser: parsing block4_conv2/bias
[TensorRT] INFO: UFFParser: parsing block4_conv2/BiasAdd
[TensorRT] INFO: UFFParser: parsing block4_conv2/Relu
[TensorRT] INFO: UFFParser: parsing block4_conv3/kernel
[TensorRT] INFO: UFFParser: parsing block4_conv3/convolution
[TensorRT] INFO: UFFParser: parsing block4_conv3/bias
[TensorRT] INFO: UFFParser: parsing block4_conv3/BiasAdd
[TensorRT] INFO: UFFParser: parsing block4_conv3/Relu
[TensorRT] INFO: UFFParser: parsing block4_conv4/kernel
[TensorRT] INFO: UFFParser: parsing block4_conv4/convolution
[TensorRT] INFO: UFFParser: parsing block4_conv4/bias
[TensorRT] INFO: UFFParser: parsing block4_conv4/BiasAdd
[TensorRT] INFO: UFFParser: parsing block4_conv4/Relu
[TensorRT] INFO: UFFParser: parsing block4_pool/MaxPool
[TensorRT] INFO: UFFParser: parsing block5_conv1/kernel
[TensorRT] INFO: UFFParser: parsing block5_conv1/convolution
[TensorRT] INFO: UFFParser: parsing block5_conv1/bias
[TensorRT] INFO: UFFParser: parsing block5_conv1/BiasAdd
[TensorRT] INFO: UFFParser: parsing block5_conv1/Relu
[TensorRT] INFO: UFFParser: parsing block5_conv2/kernel
[TensorRT] INFO: UFFParser: parsing block5_conv2/convolution
[TensorRT] INFO: UFFParser: parsing block5_conv2/bias
[TensorRT] INFO: UFFParser: parsing block5_conv2/BiasAdd
[TensorRT] INFO: UFFParser: parsing block5_conv2/Relu
[TensorRT] INFO: UFFParser: parsing block5_conv3/kernel
[TensorRT] INFO: UFFParser: parsing block5_conv3/convolution
[TensorRT] INFO: UFFParser: parsing block5_conv3/bias
[TensorRT] INFO: UFFParser: parsing block5_conv3/BiasAdd
[TensorRT] INFO: UFFParser: parsing block5_conv3/Relu
[TensorRT] INFO: UFFParser: parsing block5_conv4/kernel
[TensorRT] INFO: UFFParser: parsing block5_conv4/convolution
[TensorRT] INFO: UFFParser: parsing block5_conv4/bias
[TensorRT] INFO: UFFParser: parsing block5_conv4/BiasAdd
[TensorRT] INFO: UFFParser: parsing block5_conv4/Relu
[TensorRT] INFO: UFFParser: parsing block5_pool/MaxPool
[TensorRT] INFO: UFFParser: parsing global_average_pooling2d_1/Mean
[TensorRT] INFO: UFFParser: parsing dense_1/kernel
[TensorRT] INFO: UFFParser: parsing dense_1/MatMul
[TensorRT] INFO: UFFParser: parsing dense_1/bias
[TensorRT] INFO: UFFParser: parsing dense_1/BiasAdd
[TensorRT] INFO: UFFParser: parsing dense_1/Relu
[TensorRT] INFO: UFFParser: parsing dense_2/kernel
[TensorRT] INFO: UFFParser: parsing dense_2/MatMul
[TensorRT] INFO: UFFParser: parsing dense_2/bias
[TensorRT] INFO: UFFParser: parsing dense_2/BiasAdd
[TensorRT] INFO: UFFParser: parsing dense_2/Softmax
[TensorRT] INFO: UFFParser: parsing MarkOutput_0
[TensorRT] INFO: Original: 42 layers
[TensorRT] INFO: After dead-layer removal: 42 layers
[TensorRT] INFO: After scale fusion: 42 layers
[TensorRT] INFO: Fusing block1_conv1/BiasAdd with activation block1_conv1/Relu
[TensorRT] INFO: Fusing block1_conv2/BiasAdd with activation block1_conv2/Relu
[TensorRT] INFO: Fusing block2_conv1/BiasAdd with activation block2_conv1/Relu
[TensorRT] INFO: Fusing block2_conv2/BiasAdd with activation block2_conv2/Relu
[TensorRT] INFO: Fusing block3_conv1/BiasAdd with activation block3_conv1/Relu
[TensorRT] INFO: Fusing block3_conv2/BiasAdd with activation block3_conv2/Relu
[TensorRT] INFO: Fusing block3_conv3/BiasAdd with activation block3_conv3/Relu
[TensorRT] INFO: Fusing block3_conv4/BiasAdd with activation block3_conv4/Relu
[TensorRT] INFO: Fusing block4_conv1/BiasAdd with activation block4_conv1/Relu
[TensorRT] INFO: Fusing block4_conv2/BiasAdd with activation block4_conv2/Relu
[TensorRT] INFO: Fusing block4_conv3/BiasAdd with activation block4_conv3/Relu
[TensorRT] INFO: Fusing block4_conv4/BiasAdd with activation block4_conv4/Relu
[TensorRT] INFO: Fusing block5_conv1/BiasAdd with activation block5_conv1/Relu
[TensorRT] INFO: Fusing block5_conv2/BiasAdd with activation block5_conv2/Relu
[TensorRT] INFO: Fusing block5_conv3/BiasAdd with activation block5_conv3/Relu
[TensorRT] INFO: Fusing block5_conv4/BiasAdd with activation block5_conv4/Relu
[TensorRT] INFO: Fusing dense_1/BiasAdd with activation dense_1/Relu
[TensorRT] INFO: After conv-act fusion: 25 layers
[TensorRT] INFO: After tensor merging: 25 layers
[TensorRT] INFO: After concat removal: 25 layers
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block1_conv1/BiasAdd + block1_conv1/Relu(3)
[TensorRT] INFO: Tactic 0 time 1.07462
[TensorRT] INFO: Tactic 1 time 1.2224
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block1_conv1/BiasAdd + block1_conv1/Relu(2)
[TensorRT] INFO: Tactic 7 time 2.92496
[TensorRT] INFO: Tactic 29 time 2.80966
[TensorRT] INFO: Tactic 30 time 4.19795
[TensorRT] INFO: Tactic 43 time 2.78598
[TensorRT] INFO: Tactic 66 time 2.84541
[TensorRT] INFO: Tactic 90 time 2.8408
[TensorRT] INFO: Tactic 104 time 4.10086
[TensorRT] INFO: Tactic 130 time 2.85171
[TensorRT] INFO: Tactic 136 time 2.83565
[TensorRT] INFO: Tactic 144 time 2.84605
[TensorRT] INFO: Tactic 153 time 3.0041
[TensorRT] INFO: Tactic 156 time 2.83014
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block1_conv1/BiasAdd + block1_conv1/Relu(14)
[TensorRT] INFO: Tactic 3146172331490511787 time 1.21037
[TensorRT] INFO: Tactic 3528302785056538033 time 1.15722
[TensorRT] INFO: Tactic 5443600094180187792 time 1.14246
[TensorRT] INFO: Tactic 5824828673459742858 time 1.22464
[TensorRT] INFO: Tactic -6618588952828687390 time 1.3201
[TensorRT] INFO: Tactic -6362554771847758902 time 1.1399
[TensorRT] INFO: Tactic -2701242286872672544 time 1.23341
[TensorRT] INFO: Tactic -2535759802710599445 time 1.0727
[TensorRT] INFO: Tactic -675401754313066228 time 2.28544
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block1_conv1/BiasAdd + block1_conv1/Relu(1)
[TensorRT] INFO: Tactic 0 time 5.03123
[TensorRT] INFO: Tactic 1 time 4.96243
[TensorRT] INFO: Tactic 2 scratch requested: 5419008, available: 1048576
[TensorRT] INFO: Tactic 4 scratch requested: 104607744, available: 1048576
[TensorRT] INFO: Tactic 5 scratch requested: 1467904, available: 1048576
[TensorRT] INFO: Tactic 6 time 7.92422
[TensorRT] INFO: --------------- Chose 14 (-2535759802710599445)
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block1_conv2/BiasAdd + block1_conv2/Relu(3)
[TensorRT] INFO: Tactic 0 time 6.01021
[TensorRT] INFO: Tactic 1 time 5.51309
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block1_conv2/BiasAdd + block1_conv2/Relu(2)
[TensorRT] INFO: Tactic 7 time 6.45117
[TensorRT] INFO: Tactic 10 time 6.76061
[TensorRT] INFO: Tactic 14 time 6.21274
[TensorRT] INFO: Tactic 15 time 9.53987
[TensorRT] INFO: Tactic 25 time 6.77821
[TensorRT] INFO: Tactic 26 time 10.8605
[TensorRT] INFO: Tactic 29 time 5.83123
[TensorRT] INFO: Tactic 30 time 5.98608
[TensorRT] INFO: Tactic 33 time 8.36422
[TensorRT] INFO: Tactic 36 time 9.30547
[TensorRT] INFO: Tactic 39 time 7.64368
[TensorRT] INFO: Tactic 41 time 6.66682
[TensorRT] INFO: Tactic 42 time 15.9319
[TensorRT] INFO: Tactic 43 time 11.8524
[TensorRT] INFO: Tactic 45 time 8.01526
[TensorRT] INFO: Tactic 47 time 7.0351
[TensorRT] INFO: Tactic 52 time 13.2223
[TensorRT] INFO: Tactic 54 time 9.68992
[TensorRT] INFO: Tactic 56 time 13.0638
[TensorRT] INFO: Tactic 66 time 6.6056
[TensorRT] INFO: Tactic 76 time 9.09715
[TensorRT] INFO: Tactic 90 time 5.83578
[TensorRT] INFO: Tactic 93 time 6.17894
[TensorRT] INFO: Tactic 98 time 6.67664
[TensorRT] INFO: Tactic 104 time 8.97245
[TensorRT] INFO: Tactic 110 time 8.83738
[TensorRT] INFO: Tactic 119 time 13.2002
[TensorRT] INFO: Tactic 121 time 5.77264
[TensorRT] INFO: Tactic 130 time 6.44605
[TensorRT] INFO: Tactic 134 time 7.4225
[TensorRT] INFO: Tactic 136 time 5.78739
[TensorRT] INFO: Tactic 137 time 6.85082
[TensorRT] INFO: Tactic 139 time 6.51354
[TensorRT] INFO: Tactic 144 time 8.01882
[TensorRT] INFO: Tactic 149 time 12.0653
[TensorRT] INFO: Tactic 151 time 10.5949
[TensorRT] INFO: Tactic 152 time 6.3184
[TensorRT] INFO: Tactic 153 time 10.18
[TensorRT] INFO: Tactic 156 time 5.79853
[TensorRT] INFO: Tactic 159 time 9.56691
[TensorRT] INFO: Tactic 162 time 7.51338
[TensorRT] INFO: Tactic 164 time 9.55478
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block1_conv2/BiasAdd + block1_conv2/Relu(14)
[TensorRT] INFO: Tactic 3146172331490511787 time 10.4389
[TensorRT] INFO: Tactic 3528302785056538033 time 10.2492
[TensorRT] INFO: Tactic 5443600094180187792 time 6.28902
[TensorRT] INFO: Tactic 5824828673459742858 time 13.4353
[TensorRT] INFO: Tactic -6618588952828687390 time 6.8913
[TensorRT] INFO: Tactic -6362554771847758902 time 5.54454
[TensorRT] INFO: Tactic -2701242286872672544 time 11.8092
[TensorRT] INFO: Tactic -2535759802710599445 time 5.5727
[TensorRT] INFO: Tactic -675401754313066228 time 5.45677
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block1_conv2/BiasAdd + block1_conv2/Relu(1)
[TensorRT] INFO: Tactic 0 time 24.8992
[TensorRT] INFO: Tactic 1 time 11.3448
[TensorRT] INFO: Tactic 2 scratch requested: 115605504, available: 1048576
[TensorRT] INFO: Tactic 4 scratch requested: 2199650304, available: 1048576
[TensorRT] INFO: Tactic 5 scratch requested: 18989056, available: 1048576
[TensorRT] INFO: Tactic 6 time 9.2217
[TensorRT] INFO: --------------- Chose 14 (-675401754313066228)
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block1_pool/MaxPool(8)
[TensorRT] INFO: Tactic 5505281 time 1.27386
[TensorRT] INFO: Tactic 5570817 time 2.448
[TensorRT] INFO: Tactic 5636353 time 1.21696
[TensorRT] INFO: Tactic 5701889 time 1.22627
[TensorRT] INFO: Tactic 5767425 time 1.32493
[TensorRT] INFO: Tactic 5832961 time 1.32694
[TensorRT] INFO: Tactic 5898497 time 1.43139
[TensorRT] INFO: Tactic 5964033 time 1.31738
[TensorRT] INFO: Tactic 6029569 time 1.3473
[TensorRT] INFO: Tactic 6095105 time 1.34211
[TensorRT] INFO: Tactic 6160641 time 1.25738
[TensorRT] INFO: Tactic 6226177 time 1.46896
[TensorRT] INFO: Tactic 6291713 time 1.29005
[TensorRT] INFO: Tactic 6357249 time 1.2465
[TensorRT] INFO: Tactic 6422785 time 1.42093
[TensorRT] INFO: Tactic 6488321 time 1.25299
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block2_conv1/BiasAdd + block2_conv1/Relu(3)
[TensorRT] INFO: Tactic 0 time 2.69043
[TensorRT] INFO: Tactic 1 time 3.63942
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block2_conv1/BiasAdd + block2_conv1/Relu(2)
[TensorRT] INFO: Tactic 7 time 3.23584
[TensorRT] INFO: Tactic 10 time 3.44176
[TensorRT] INFO: Tactic 14 time 5.37789
[TensorRT] INFO: Tactic 15 time 3.53664
[TensorRT] INFO: Tactic 25 time 3.46595
[TensorRT] INFO: Tactic 26 time 4.65952
[TensorRT] INFO: Tactic 29 time 2.91091
[TensorRT] INFO: Tactic 30 time 3.25366
[TensorRT] INFO: Tactic 33 time 3.43686
[TensorRT] INFO: Tactic 36 time 6.21613
[TensorRT] INFO: Tactic 39 time 3.78493
[TensorRT] INFO: Tactic 41 time 3.3881
[TensorRT] INFO: Tactic 42 time 7.61731
[TensorRT] INFO: Tactic 43 time 3.39315
[TensorRT] INFO: Tactic 45 time 3.44544
[TensorRT] INFO: Tactic 47 time 5.49373
[TensorRT] INFO: Tactic 52 time 3.38266
[TensorRT] INFO: Tactic 54 time 3.19296
[TensorRT] INFO: Tactic 56 time 3.51072
[TensorRT] INFO: Tactic 66 time 3.68298
[TensorRT] INFO: Tactic 76 time 3.29315
[TensorRT] INFO: Tactic 90 time 2.96243
[TensorRT] INFO: Tactic 93 time 5.35894
[TensorRT] INFO: Tactic 98 time 3.30765
[TensorRT] INFO: Tactic 104 time 3.31318
[TensorRT] INFO: Tactic 110 time 6.68461
[TensorRT] INFO: Tactic 119 time 5.39747
[TensorRT] INFO: Tactic 121 time 2.9537
[TensorRT] INFO: Tactic 130 time 6.38925
[TensorRT] INFO: Tactic 134 time 3.65472
[TensorRT] INFO: Tactic 136 time 2.95434
[TensorRT] INFO: Tactic 137 time 3.31978
[TensorRT] INFO: Tactic 139 time 3.43043
[TensorRT] INFO: Tactic 144 time 3.42429
[TensorRT] INFO: Tactic 149 time 3.07629
[TensorRT] INFO: Tactic 151 time 5.67757
[TensorRT] INFO: Tactic 152 time 3.29894
[TensorRT] INFO: Tactic 153 time 3.5007
[TensorRT] INFO: Tactic 156 time 5.00083
[TensorRT] INFO: Tactic 159 time 3.43446
[TensorRT] INFO: Tactic 162 time 3.75795
[TensorRT] INFO: Tactic 164 time 3.15318
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block2_conv1/BiasAdd + block2_conv1/Relu(14)
[TensorRT] INFO: Tactic 3146172331490511787 time 2.75942
[TensorRT] INFO: Tactic 3528302785056538033 time 3.70614
[TensorRT] INFO: Tactic 5443600094180187792 time 3.16282
[TensorRT] INFO: Tactic 5824828673459742858 time 2.66368
[TensorRT] INFO: Tactic -6618588952828687390 time 3.47418
[TensorRT] INFO: Tactic -6362554771847758902 time 4.48973
[TensorRT] INFO: Tactic -2701242286872672544 time 2.81757
[TensorRT] INFO: Tactic -2535759802710599445 time 2.75965
[TensorRT] INFO: Tactic -675401754313066228 time 4.116
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block2_conv1/BiasAdd + block2_conv1/Relu(1)
[TensorRT] INFO: Tactic 0 time 8.01139
[TensorRT] INFO: Tactic 1 time 4.73747
[TensorRT] INFO: Tactic 2 scratch requested: 28901376, available: 1048576
[TensorRT] INFO: Tactic 4 scratch requested: 1099431936, available: 1048576
[TensorRT] INFO: Tactic 5 scratch requested: 37371904, available: 1048576
[TensorRT] INFO: Tactic 6 time 6.57325
[TensorRT] INFO: --------------- Chose 14 (5824828673459742858)
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block2_conv2/BiasAdd + block2_conv2/Relu(3)
[TensorRT] INFO: Tactic 0 time 6.50077
[TensorRT] INFO: Tactic 1 time 6.94128
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block2_conv2/BiasAdd + block2_conv2/Relu(2)
[TensorRT] INFO: Tactic 7 time 7.75344
[TensorRT] INFO: Tactic 10 time 6.41309
[TensorRT] INFO: Tactic 14 time 5.72314
[TensorRT] INFO: Tactic 15 time 7.11872
[TensorRT] INFO: Tactic 25 time 8.88128
[TensorRT] INFO: Tactic 26 time 8.3321
[TensorRT] INFO: Tactic 29 time 5.47466
[TensorRT] INFO: Tactic 30 time 9.36842
[TensorRT] INFO: Tactic 33 time 6.43011
[TensorRT] INFO: Tactic 36 time 7.15382
[TensorRT] INFO: Tactic 39 time 8.6265
[TensorRT] INFO: Tactic 41 time 6.09072
[TensorRT] INFO: Tactic 42 time 8.34368
[TensorRT] INFO: Tactic 43 time 6.12736
[TensorRT] INFO: Tactic 45 time 6.22464
[TensorRT] INFO: Tactic 47 time 6.21942
[TensorRT] INFO: Tactic 52 time 6.23562
[TensorRT] INFO: Tactic 54 time 7.42835
[TensorRT] INFO: Tactic 56 time 6.55258
[TensorRT] INFO: Tactic 66 time 6.44442
[TensorRT] INFO: Tactic 76 time 6.13021
[TensorRT] INFO: Tactic 90 time 7.12096
[TensorRT] INFO: Tactic 93 time 5.77626
[TensorRT] INFO: Tactic 98 time 6.29878
[TensorRT] INFO: Tactic 104 time 7.8544
[TensorRT] INFO: Tactic 110 time 8.87859
[TensorRT] INFO: Tactic 119 time 14.119
[TensorRT] INFO: Tactic 121 time 5.50227
[TensorRT] INFO: Tactic 130 time 6.20154
[TensorRT] INFO: Tactic 134 time 6.74768
[TensorRT] INFO: Tactic 136 time 5.99437
[TensorRT] INFO: Tactic 137 time 6.32627
[TensorRT] INFO: Tactic 139 time 5.98768
[TensorRT] INFO: Tactic 144 time 6.30755
[TensorRT] INFO: Tactic 149 time 5.63805
[TensorRT] INFO: Tactic 151 time 6.86608
[TensorRT] INFO: Tactic 152 time 6.18883
[TensorRT] INFO: Tactic 153 time 7.85085
[TensorRT] INFO: Tactic 156 time 7.00064
[TensorRT] INFO: Tactic 159 time 6.29376
[TensorRT] INFO: Tactic 162 time 6.78221
[TensorRT] INFO: Tactic 164 time 8.08474
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block2_conv2/BiasAdd + block2_conv2/Relu(14)
[TensorRT] INFO: Tactic 3146172331490511787 time 6.65155
[TensorRT] INFO: Tactic 3528302785056538033 time 7.07584
[TensorRT] INFO: Tactic 5443600094180187792 time 6.14272
[TensorRT] INFO: Tactic 5824828673459742858 time 5.13418
[TensorRT] INFO: Tactic -6618588952828687390 time 6.87846
[TensorRT] INFO: Tactic -6362554771847758902 time 6.76698
[TensorRT] INFO: Tactic -2701242286872672544 time 5.34848
[TensorRT] INFO: Tactic -2535759802710599445 time 8.20851
[TensorRT] INFO: Tactic -675401754313066228 time 5.34781
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block2_conv2/BiasAdd + block2_conv2/Relu(1)
[TensorRT] INFO: Tactic 0 time 13.3595
[TensorRT] INFO: Tactic 1 time 7.34886
[TensorRT] INFO: Tactic 2 scratch requested: 57802752, available: 1048576
[TensorRT] INFO: Tactic 4 scratch requested: 2198667264, available: 1048576
[TensorRT] INFO: Tactic 5 scratch requested: 73580544, available: 1048576
[TensorRT] INFO: Tactic 6 time 14.1095
[TensorRT] INFO: --------------- Chose 14 (5824828673459742858)
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block2_pool/MaxPool(8)
[TensorRT] INFO: Tactic 5505281 time 0.644704
[TensorRT] INFO: Tactic 5570817 time 0.620544
[TensorRT] INFO: Tactic 5636353 time 0.728256
[TensorRT] INFO: Tactic 5701889 time 0.719808
[TensorRT] INFO: Tactic 5767425 time 0.64944
[TensorRT] INFO: Tactic 5832961 time 0.644512
[TensorRT] INFO: Tactic 5898497 time 0.6504
[TensorRT] INFO: Tactic 5964033 time 0.645408
[TensorRT] INFO: Tactic 6029569 time 0.686368
[TensorRT] INFO: Tactic 6095105 time 0.673024
[TensorRT] INFO: Tactic 6160641 time 0.686976
[TensorRT] INFO: Tactic 6226177 time 0.686656
[TensorRT] INFO: Tactic 6291713 time 0.683744
[TensorRT] INFO: Tactic 6357249 time 0.674784
[TensorRT] INFO: Tactic 6422785 time 0.676064
[TensorRT] INFO: Tactic 6488321 time 0.657888
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block3_conv1/BiasAdd + block3_conv1/Relu(3)
[TensorRT] INFO: Tactic 0 time 3.95776
[TensorRT] INFO: Tactic 1 time 5.54352
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block3_conv1/BiasAdd + block3_conv1/Relu(2)
[TensorRT] INFO: Tactic 7 time 6.99238
[TensorRT] INFO: Tactic 10 time 3.92016
[TensorRT] INFO: Tactic 14 time 4.67139
[TensorRT] INFO: Tactic 15 time 7.80032
[TensorRT] INFO: Tactic 25 time 6.5544
[TensorRT] INFO: Tactic 26 time 8.67859
[TensorRT] INFO: Tactic 29 time 4.86685
[TensorRT] INFO: Tactic 30 time 5.71059
[TensorRT] INFO: Tactic 33 time 5.61709
[TensorRT] INFO: Tactic 36 time 7.02074
[TensorRT] INFO: Tactic 39 time 10.0219
[TensorRT] INFO: Tactic 41 time 4.624
[TensorRT] INFO: Tactic 42 time 8.12061
[TensorRT] INFO: Tactic 43 time 3.35091
[TensorRT] INFO: Tactic 45 time 4.97958
[TensorRT] INFO: Tactic 47 time 4.69274
[TensorRT] INFO: Tactic 52 time 6.02685
[TensorRT] INFO: Tactic 54 time 4.40112
[TensorRT] INFO: Tactic 56 time 8.75882
[TensorRT] INFO: Tactic 66 time 5.17962
[TensorRT] INFO: Tactic 76 time 7.60934
[TensorRT] INFO: Tactic 90 time 6.07168
[TensorRT] INFO: Tactic 93 time 5.79984
[TensorRT] INFO: Tactic 98 time 5.80051
[TensorRT] INFO: Tactic 104 time 6.40083
[TensorRT] INFO: Tactic 110 time 12.3002
[TensorRT] INFO: Tactic 119 time 10.8016
[TensorRT] INFO: Tactic 121 time 5.63491
[TensorRT] INFO: Tactic 130 time 3.8065
[TensorRT] INFO: Tactic 134 time 5.9176
[TensorRT] INFO: Tactic 136 time 4.6096
[TensorRT] INFO: Tactic 137 time 4.5224
[TensorRT] INFO: Tactic 139 time 4.11978
[TensorRT] INFO: Tactic 144 time 4.70854
[TensorRT] INFO: Tactic 149 time 8.15827
[TensorRT] INFO: Tactic 151 time 9.18608
[TensorRT] INFO: Tactic 152 time 6.84218
[TensorRT] INFO: Tactic 153 time 5.3791
[TensorRT] INFO: Tactic 156 time 4.51722
[TensorRT] INFO: Tactic 159 time 8.04173
[TensorRT] INFO: Tactic 162 time 9.35981
[TensorRT] INFO: Tactic 164 time 5.76326
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block3_conv1/BiasAdd + block3_conv1/Relu(14)
[TensorRT] INFO: Tactic 3146172331490511787 time 4.71699
[TensorRT] INFO: Tactic 3528302785056538033 time 3.85152
[TensorRT] INFO: Tactic 5443600094180187792 time 4.4183
[TensorRT] INFO: Tactic 5824828673459742858 time 2.68899
[TensorRT] INFO: Tactic -6618588952828687390 time 3.58458
[TensorRT] INFO: Tactic -6362554771847758902 time 2.82797
[TensorRT] INFO: Tactic -2701242286872672544 time 2.76112
[TensorRT] INFO: Tactic -2535759802710599445 time 2.72829
[TensorRT] INFO: Tactic -675401754313066228 time 2.79437
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block3_conv1/BiasAdd + block3_conv1/Relu(1)
[TensorRT] INFO: Tactic 0 time 5.30365
[TensorRT] INFO: Tactic 1 time 3.82445
[TensorRT] INFO: Tactic 2 scratch requested: 14450688, available: 1048576
[TensorRT] INFO: Tactic 4 scratch requested: 1112801280, available: 1048576
[TensorRT] INFO: Tactic 5 scratch requested: 145997824, available: 1048576
[TensorRT] INFO: Tactic 6 scratch requested: 2097152, available: 1048576
[TensorRT] INFO: --------------- Chose 14 (5824828673459742858)
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block3_conv2/BiasAdd + block3_conv2/Relu(3)
[TensorRT] INFO: Tactic 0 time 5.40506
[TensorRT] INFO: Tactic 1 time 11.9832
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block3_conv2/BiasAdd + block3_conv2/Relu(2)
[TensorRT] INFO: Tactic 7 time 7.27562
[TensorRT] INFO: Tactic 10 time 7.39773
[TensorRT] INFO: Tactic 14 time 13.8923
[TensorRT] INFO: Tactic 15 time 14.2804
[TensorRT] INFO: Tactic 25 time 13.7488
[TensorRT] INFO: Tactic 26 time 23.8826
[TensorRT] INFO: Tactic 29 time 7.84938
[TensorRT] INFO: Tactic 30 time 9.69802
[TensorRT] INFO: Tactic 33 time 11.1235
[TensorRT] INFO: Tactic 36 time 17.1972
[TensorRT] INFO: Tactic 39 time 19.3102
[TensorRT] INFO: Tactic 41 time 6.91315
[TensorRT] INFO: Tactic 42 time 10.5819
[TensorRT] INFO: Tactic 43 time 9.01962
[TensorRT] INFO: Tactic 45 time 7.66954
[TensorRT] INFO: Tactic 47 time 9.22723
[TensorRT] INFO: Tactic 52 time 8.8488
[TensorRT] INFO: Tactic 54 time 9.68022
[TensorRT] INFO: Tactic 56 time 11.1736
[TensorRT] INFO: Tactic 66 time 7.53926
[TensorRT] INFO: Tactic 76 time 14.1048
[TensorRT] INFO: Tactic 90 time 5.72787
[TensorRT] INFO: Tactic 93 time 7.58858
[TensorRT] INFO: Tactic 98 time 9.608
[TensorRT] INFO: Tactic 104 time 8.76058
[TensorRT] INFO: Tactic 110 time 23.6004
[TensorRT] INFO: Tactic 119 time 19.4668
[TensorRT] INFO: Tactic 121 time 10.2096
[TensorRT] INFO: Tactic 130 time 6.72634
[TensorRT] INFO: Tactic 134 time 12.9099
[TensorRT] INFO: Tactic 136 time 9.59523
[TensorRT] INFO: Tactic 137 time 9.97152
[TensorRT] INFO: Tactic 139 time 7.90154
[TensorRT] INFO: Tactic 144 time 9.4247
[TensorRT] INFO: Tactic 149 time 13.4028
[TensorRT] INFO: Tactic 151 time 12.7511
[TensorRT] INFO: Tactic 152 time 12.4541
[TensorRT] INFO: Tactic 153 time 7.97606
[TensorRT] INFO: Tactic 156 time 7.89408
[TensorRT] INFO: Tactic 159 time 11.8526
[TensorRT] INFO: Tactic 162 time 17.1025
[TensorRT] INFO: Tactic 164 time 7.04118
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block3_conv2/BiasAdd + block3_conv2/Relu(14)
[TensorRT] INFO: Tactic 3146172331490511787 time 5.45949
[TensorRT] INFO: Tactic 3528302785056538033 time 8.74701
[TensorRT] INFO: Tactic 5443600094180187792 time 6.40829
[TensorRT] INFO: Tactic 5824828673459742858 time 5.37066
[TensorRT] INFO: Tactic -6618588952828687390 time 7.06797
[TensorRT] INFO: Tactic -6362554771847758902 time 6.04397
[TensorRT] INFO: Tactic -2701242286872672544 time 5.53072
[TensorRT] INFO: Tactic -2535759802710599445 time 7.92682
[TensorRT] INFO: Tactic -675401754313066228 time 5.52483
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block3_conv2/BiasAdd + block3_conv2/Relu(1)
[TensorRT] INFO: Tactic 0 time 9.4791
[TensorRT] INFO: Tactic 1 time 6.46986
[TensorRT] INFO: Tactic 2 scratch requested: 28901376, available: 1048576
[TensorRT] INFO: Tactic 4 scratch requested: 2225602560, available: 1048576
[TensorRT] INFO: Tactic 5 scratch requested: 289718272, available: 1048576
[TensorRT] INFO: Tactic 6 scratch requested: 4194304, available: 1048576
[TensorRT] INFO: --------------- Chose 14 (5824828673459742858)
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block3_conv3/BiasAdd + block3_conv3/Relu(3)
[TensorRT] INFO: Tactic 0 time 5.4431
[TensorRT] INFO: Tactic 1 time 10.4994
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block3_conv3/BiasAdd + block3_conv3/Relu(2)
[TensorRT] INFO: Tactic 7 time 9.13821
[TensorRT] INFO: Tactic 10 time 8.36694
[TensorRT] INFO: Tactic 14 time 7.76902
[TensorRT] INFO: Tactic 15 time 14.5417
[TensorRT] INFO: Tactic 25 time 9.61952
[TensorRT] INFO: Tactic 26 time 20.4599
[TensorRT] INFO: Tactic 29 time 7.6249
[TensorRT] INFO: Tactic 30 time 11.0927
[TensorRT] INFO: Tactic 33 time 10.2395
[TensorRT] INFO: Tactic 36 time 16.4315
[TensorRT] INFO: Tactic 39 time 16.0894
[TensorRT] INFO: Tactic 41 time 7.8368
[TensorRT] INFO: Tactic 42 time 9.28048
[TensorRT] INFO: Tactic 43 time 9.38496
[TensorRT] INFO: Tactic 45 time 7.72893
[TensorRT] INFO: Tactic 47 time 9.06989
[TensorRT] INFO: Tactic 52 time 9.19606
[TensorRT] INFO: Tactic 54 time 7.80746
[TensorRT] INFO: Tactic 56 time 8.70848
[TensorRT] INFO: Tactic 66 time 8.83091
[TensorRT] INFO: Tactic 76 time 6.75453
[TensorRT] INFO: Tactic 90 time 8.25939
[TensorRT] INFO: Tactic 93 time 10.2568
[TensorRT] INFO: Tactic 98 time 9.76544
[TensorRT] INFO: Tactic 104 time 7.74278
[TensorRT] INFO: Tactic 110 time 21.1308
[TensorRT] INFO: Tactic 119 time 19.9542
[TensorRT] INFO: Tactic 121 time 11.1084
[TensorRT] INFO: Tactic 130 time 7.92323
[TensorRT] INFO: Tactic 134 time 11.197
[TensorRT] INFO: Tactic 136 time 6.47837
[TensorRT] INFO: Tactic 137 time 11.6353
[TensorRT] INFO: Tactic 139 time 7.89773
[TensorRT] INFO: Tactic 144 time 8.8689
[TensorRT] INFO: Tactic 149 time 12.5296
[TensorRT] INFO: Tactic 151 time 13.9544
[TensorRT] INFO: Tactic 152 time 13.5463
[TensorRT] INFO: Tactic 153 time 9.51315
[TensorRT] INFO: Tactic 156 time 10.024
[TensorRT] INFO: Tactic 159 time 10.5672
[TensorRT] INFO: Tactic 162 time 18.7567
[TensorRT] INFO: Tactic 164 time 6.9233
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block3_conv3/BiasAdd + block3_conv3/Relu(14)
[TensorRT] INFO: Tactic 3146172331490511787 time 5.46774
[TensorRT] INFO: Tactic 3528302785056538033 time 7.61971
[TensorRT] INFO: Tactic 5443600094180187792 time 6.29056
[TensorRT] INFO: Tactic 5824828673459742858 time 7.79101
[TensorRT] INFO: Tactic -6618588952828687390 time 6.97712
[TensorRT] INFO: Tactic -6362554771847758902 time 5.63078
[TensorRT] INFO: Tactic -2701242286872672544 time 7.98227
[TensorRT] INFO: Tactic -2535759802710599445 time 5.34675
[TensorRT] INFO: Tactic -675401754313066228 time 5.51706
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block3_conv3/BiasAdd + block3_conv3/Relu(1)
[TensorRT] INFO: Tactic 0 time 9.82739
[TensorRT] INFO: Tactic 1 time 6.44323
[TensorRT] INFO: Tactic 2 scratch requested: 28901376, available: 1048576
[TensorRT] INFO: Tactic 4 scratch requested: 2225602560, available: 1048576
[TensorRT] INFO: Tactic 5 scratch requested: 289718272, available: 1048576
[TensorRT] INFO: Tactic 6 scratch requested: 4194304, available: 1048576
[TensorRT] INFO: --------------- Chose 14 (-2535759802710599445)
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block3_conv4/BiasAdd + block3_conv4/Relu(3)
[TensorRT] INFO: Tactic 0 time 5.39536
[TensorRT] INFO: Tactic 1 time 12.1584
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block3_conv4/BiasAdd + block3_conv4/Relu(2)
[TensorRT] INFO: Tactic 7 time 7.2209
[TensorRT] INFO: Tactic 10 time 8.09584
[TensorRT] INFO: Tactic 14 time 7.76589
[TensorRT] INFO: Tactic 15 time 12.7085
[TensorRT] INFO: Tactic 25 time 11.7153
[TensorRT] INFO: Tactic 26 time 20.56
[TensorRT] INFO: Tactic 29 time 8.15059
[TensorRT] INFO: Tactic 30 time 6.55158
[TensorRT] INFO: Tactic 33 time 12.5259
[TensorRT] INFO: Tactic 36 time 17.3191
[TensorRT] INFO: Tactic 39 time 16.6224
[TensorRT] INFO: Tactic 41 time 8.95267
[TensorRT] INFO: Tactic 42 time 9.27123
[TensorRT] INFO: Tactic 43 time 6.47536
[TensorRT] INFO: Tactic 45 time 10.6115
[TensorRT] INFO: Tactic 47 time 8.79331
[TensorRT] INFO: Tactic 52 time 6.42627
[TensorRT] INFO: Tactic 54 time 9.37514
[TensorRT] INFO: Tactic 56 time 14.4678
[TensorRT] INFO: Tactic 66 time 8.85869
[TensorRT] INFO: Tactic 76 time 12.7841
[TensorRT] INFO: Tactic 90 time 7.00019
[TensorRT] INFO: Tactic 93 time 10.0442
[TensorRT] INFO: Tactic 98 time 8.92496
[TensorRT] INFO: Tactic 104 time 6.24992
[TensorRT] INFO: Tactic 110 time 21.0284
[TensorRT] INFO: Tactic 119 time 19.7531
[TensorRT] INFO: Tactic 121 time 11.1147
[TensorRT] INFO: Tactic 130 time 6.74163
[TensorRT] INFO: Tactic 134 time 12.6414
[TensorRT] INFO: Tactic 136 time 5.95965
[TensorRT] INFO: Tactic 137 time 9.87808
[TensorRT] INFO: Tactic 139 time 9.64525
[TensorRT] INFO: Tactic 144 time 9.2832
[TensorRT] INFO: Tactic 149 time 11.5923
[TensorRT] INFO: Tactic 151 time 13.1983
[TensorRT] INFO: Tactic 152 time 10.2995
[TensorRT] INFO: Tactic 153 time 9.42106
[TensorRT] INFO: Tactic 156 time 10.0253
[TensorRT] INFO: Tactic 159 time 12.6911
[TensorRT] INFO: Tactic 162 time 19.0833
[TensorRT] INFO: Tactic 164 time 8.35907
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block3_conv4/BiasAdd + block3_conv4/Relu(14)
[TensorRT] INFO: Tactic 3146172331490511787 time 5.45475
[TensorRT] INFO: Tactic 3528302785056538033 time 7.50707
[TensorRT] INFO: Tactic 5443600094180187792 time 6.70394
[TensorRT] INFO: Tactic 5824828673459742858 time 5.33485
[TensorRT] INFO: Tactic -6618588952828687390 time 7.05677
[TensorRT] INFO: Tactic -6362554771847758902 time 8.45165
[TensorRT] INFO: Tactic -2701242286872672544 time 5.49514
[TensorRT] INFO: Tactic -2535759802710599445 time 5.29206
[TensorRT] INFO: Tactic -675401754313066228 time 5.52291
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block3_conv4/BiasAdd + block3_conv4/Relu(1)
[TensorRT] INFO: Tactic 0 time 9.47728
[TensorRT] INFO: Tactic 1 time 6.44957
[TensorRT] INFO: Tactic 2 scratch requested: 28901376, available: 1048576
[TensorRT] INFO: Tactic 4 scratch requested: 2225602560, available: 1048576
[TensorRT] INFO: Tactic 5 scratch requested: 289718272, available: 1048576
[TensorRT] INFO: Tactic 6 scratch requested: 4194304, available: 1048576
[TensorRT] INFO: --------------- Chose 14 (-2535759802710599445)
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block3_pool/MaxPool(8)
[TensorRT] INFO: Tactic 5505281 time 0.321248
[TensorRT] INFO: Tactic 5570817 time 0.296832
[TensorRT] INFO: Tactic 5636353 time 0.3032
[TensorRT] INFO: Tactic 5701889 time 0.32864
[TensorRT] INFO: Tactic 5767425 time 0.296032
[TensorRT] INFO: Tactic 5832961 time 0.296192
[TensorRT] INFO: Tactic 5898497 time 0.293696
[TensorRT] INFO: Tactic 5964033 time 0.295648
[TensorRT] INFO: Tactic 6029569 time 0.383488
[TensorRT] INFO: Tactic 6095105 time 0.381184
[TensorRT] INFO: Tactic 6160641 time 0.383392
[TensorRT] INFO: Tactic 6226177 time 0.384672
[TensorRT] INFO: Tactic 6291713 time 0.357632
[TensorRT] INFO: Tactic 6357249 time 0.360576
[TensorRT] INFO: Tactic 6422785 time 0.325888
[TensorRT] INFO: Tactic 6488321 time 0.327136
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block4_conv1/BiasAdd + block4_conv1/Relu(3)
[TensorRT] INFO: Tactic 0 time 3.10035
[TensorRT] INFO: Tactic 1 time 5.55846
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block4_conv1/BiasAdd + block4_conv1/Relu(2)
[TensorRT] INFO: Tactic 7 time 4.74179
[TensorRT] INFO: Tactic 10 time 5.24774
[TensorRT] INFO: Tactic 14 time 7.35248
[TensorRT] INFO: Tactic 15 time 5.56963
[TensorRT] INFO: Tactic 25 time 11.5534
[TensorRT] INFO: Tactic 26 time 11.7458
[TensorRT] INFO: Tactic 29 time 6.70966
[TensorRT] INFO: Tactic 30 time 6.30346
[TensorRT] INFO: Tactic 33 time 5.45014
[TensorRT] INFO: Tactic 36 time 9.17094
[TensorRT] INFO: Tactic 39 time 9.31696
[TensorRT] INFO: Tactic 41 time 5.52902
[TensorRT] INFO: Tactic 42 time 7.47414
[TensorRT] INFO: Tactic 43 time 3.32026
[TensorRT] INFO: Tactic 45 time 6.69923
[TensorRT] INFO: Tactic 47 time 9.01718
[TensorRT] INFO: Tactic 52 time 4.1145
[TensorRT] INFO: Tactic 54 time 6.07894
[TensorRT] INFO: Tactic 56 time 6.71488
[TensorRT] INFO: Tactic 66 time 3.50253
[TensorRT] INFO: Tactic 76 time 5.1728
[TensorRT] INFO: Tactic 90 time 5.71763
[TensorRT] INFO: Tactic 93 time 5.16595
[TensorRT] INFO: Tactic 98 time 5.77334
[TensorRT] INFO: Tactic 104 time 7.55792
[TensorRT] INFO: Tactic 110 time 17.5805
[TensorRT] INFO: Tactic 119 time 10.2985
[TensorRT] INFO: Tactic 121 time 4.56426
[TensorRT] INFO: Tactic 130 time 3.38077
[TensorRT] INFO: Tactic 134 time 6.29178
[TensorRT] INFO: Tactic 136 time 6.91962
[TensorRT] INFO: Tactic 137 time 6.31296
[TensorRT] INFO: Tactic 139 time 6.2111
[TensorRT] INFO: Tactic 144 time 3.41562
[TensorRT] INFO: Tactic 149 time 4.09715
[TensorRT] INFO: Tactic 151 time 6.58934
[TensorRT] INFO: Tactic 152 time 5.1407
[TensorRT] INFO: Tactic 153 time 3.3953
[TensorRT] INFO: Tactic 156 time 4.98928
[TensorRT] INFO: Tactic 159 time 9.6752
[TensorRT] INFO: Tactic 162 time 11.9166
[TensorRT] INFO: Tactic 164 time 7.0001
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block4_conv1/BiasAdd + block4_conv1/Relu(14)
[TensorRT] INFO: Tactic 3146172331490511787 time 3.20323
[TensorRT] INFO: Tactic 3528302785056538033 time 6.99146
[TensorRT] INFO: Tactic 5443600094180187792 time 3.6248
[TensorRT] INFO: Tactic 5824828673459742858 time 3.04381
[TensorRT] INFO: Tactic -6618588952828687390 time 4.21136
[TensorRT] INFO: Tactic -6362554771847758902 time 4.60477
[TensorRT] INFO: Tactic -2701242286872672544 time 3.15818
[TensorRT] INFO: Tactic -2535759802710599445 time 3.00669
[TensorRT] INFO: Tactic -675401754313066228 time 5.0655
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block4_conv1/BiasAdd + block4_conv1/Relu(1)
[TensorRT] INFO: Tactic 0 time 5.38163
[TensorRT] INFO: Tactic 1 time 3.67629
[TensorRT] INFO: Tactic 2 scratch requested: 7225344, available: 1048576
[TensorRT] INFO: Tactic 4 scratch requested: 1147797504, available: 1048576
[TensorRT] INFO: Tactic 5 scratch requested: 573792256, available: 1048576
[TensorRT] INFO: Tactic 6 scratch requested: 8388608, available: 1048576
[TensorRT] INFO: --------------- Chose 14 (-2535759802710599445)
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block4_conv2/BiasAdd + block4_conv2/Relu(3)
[TensorRT] INFO: Tactic 0 time 6.32224
[TensorRT] INFO: Tactic 1 time 10.7868
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block4_conv2/BiasAdd + block4_conv2/Relu(2)
[TensorRT] INFO: Tactic 7 time 11.5392
[TensorRT] INFO: Tactic 10 time 13.9155
[TensorRT] INFO: Tactic 14 time 18.9229
[TensorRT] INFO: Tactic 15 time 16.3144
[TensorRT] INFO: Tactic 25 time 19.4039
[TensorRT] INFO: Tactic 26 time 20.0021
[TensorRT] INFO: Tactic 29 time 11.4417
[TensorRT] INFO: Tactic 30 time 11.8613
[TensorRT] INFO: Tactic 33 time 15.5554
[TensorRT] INFO: Tactic 36 time 16.6294
[TensorRT] INFO: Tactic 39 time 20.0569
[TensorRT] INFO: Tactic 41 time 8.71827
[TensorRT] INFO: Tactic 42 time 18.1057
[TensorRT] INFO: Tactic 43 time 9.46144
[TensorRT] INFO: Tactic 45 time 12.8671
[TensorRT] INFO: Tactic 47 time 21.1384
[TensorRT] INFO: Tactic 52 time 7.89661
[TensorRT] INFO: Tactic 54 time 15.3073
[TensorRT] INFO: Tactic 56 time 11.6981
[TensorRT] INFO: Tactic 66 time 7.27053
[TensorRT] INFO: Tactic 76 time 8.45584
[TensorRT] INFO: Tactic 90 time 12.5011
[TensorRT] INFO: Tactic 93 time 13.3143
[TensorRT] INFO: Tactic 98 time 9.3487
[TensorRT] INFO: Tactic 104 time 11.9314
[TensorRT] INFO: Tactic 110 time 31.402
[TensorRT] INFO: Tactic 119 time 16.846
[TensorRT] INFO: Tactic 121 time 10.7008
[TensorRT] INFO: Tactic 130 time 8.624
[TensorRT] INFO: Tactic 134 time 12.2567
[TensorRT] INFO: Tactic 136 time 10.5615
[TensorRT] INFO: Tactic 137 time 12.6506
[TensorRT] INFO: Tactic 139 time 12.1156
[TensorRT] INFO: Tactic 144 time 9.47242
[TensorRT] INFO: Tactic 149 time 9.48522
[TensorRT] INFO: Tactic 151 time 14.0699
[TensorRT] INFO: Tactic 152 time 9.26381
[TensorRT] INFO: Tactic 153 time 8.74643
[TensorRT] INFO: Tactic 156 time 10.7371
[TensorRT] INFO: Tactic 159 time 17.9301
[TensorRT] INFO: Tactic 162 time 17.9891
[TensorRT] INFO: Tactic 164 time 19.8603
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block4_conv2/BiasAdd + block4_conv2/Relu(14)
[TensorRT] INFO: Tactic 3146172331490511787 time 6.41379
[TensorRT] INFO: Tactic 3528302785056538033 time 10.0167
[TensorRT] INFO: Tactic 5443600094180187792 time 7.14934
[TensorRT] INFO: Tactic 5824828673459742858 time 6.13664
[TensorRT] INFO: Tactic -6618588952828687390 time 8.12483
[TensorRT] INFO: Tactic -6362554771847758902 time 6.61258
[TensorRT] INFO: Tactic -2701242286872672544 time 6.40362
[TensorRT] INFO: Tactic -2535759802710599445 time 6.02115
[TensorRT] INFO: Tactic -675401754313066228 time 6.21968
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block4_conv2/BiasAdd + block4_conv2/Relu(1)
[TensorRT] INFO: Tactic 0 time 10.2009
[TensorRT] INFO: Tactic 1 time 6.75062
[TensorRT] INFO: Tactic 2 scratch requested: 14450688, available: 1048576
[TensorRT] INFO: Tactic 4 scratch requested: 2295595008, available: 1048576
[TensorRT] INFO: Tactic 5 scratch requested: 1145331712, available: 1048576
[TensorRT] INFO: Tactic 6 scratch requested: 16777216, available: 1048576
[TensorRT] INFO: --------------- Chose 14 (-2535759802710599445)
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block4_conv3/BiasAdd + block4_conv3/Relu(3)
[TensorRT] INFO: Tactic 0 time 7.78643
[TensorRT] INFO: Tactic 1 time 10.8108
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block4_conv3/BiasAdd + block4_conv3/Relu(2)
[TensorRT] INFO: Tactic 7 time 12.4353
[TensorRT] INFO: Tactic 10 time 10.2396
[TensorRT] INFO: Tactic 14 time 21.2264
[TensorRT] INFO: Tactic 15 time 14.6227
[TensorRT] INFO: Tactic 25 time 19.0771
[TensorRT] INFO: Tactic 26 time 18.417
[TensorRT] INFO: Tactic 29 time 8.86691
[TensorRT] INFO: Tactic 30 time 15.2716
[TensorRT] INFO: Tactic 33 time 13.6203
[TensorRT] INFO: Tactic 36 time 16.0163
[TensorRT] INFO: Tactic 39 time 20.8962
[TensorRT] INFO: Tactic 41 time 10.1946
[TensorRT] INFO: Tactic 42 time 14.0767
[TensorRT] INFO: Tactic 43 time 11.1
[TensorRT] INFO: Tactic 45 time 12.5346
[TensorRT] INFO: Tactic 47 time 18.5813
[TensorRT] INFO: Tactic 52 time 8.05789
[TensorRT] INFO: Tactic 54 time 13.4847
[TensorRT] INFO: Tactic 56 time 13.3288
[TensorRT] INFO: Tactic 66 time 9.15274
[TensorRT] INFO: Tactic 76 time 8.5088
[TensorRT] INFO: Tactic 90 time 10.5517
[TensorRT] INFO: Tactic 93 time 11.6244
[TensorRT] INFO: Tactic 98 time 10.2313
[TensorRT] INFO: Tactic 104 time 10.6852
[TensorRT] INFO: Tactic 110 time 29.2771
[TensorRT] INFO: Tactic 119 time 16.8389
[TensorRT] INFO: Tactic 121 time 12.2439
[TensorRT] INFO: Tactic 130 time 7.93277
[TensorRT] INFO: Tactic 134 time 12.6835
[TensorRT] INFO: Tactic 136 time 11.9246
[TensorRT] INFO: Tactic 137 time 12.6795
[TensorRT] INFO: Tactic 139 time 15.3307
[TensorRT] INFO: Tactic 144 time 9.66451
[TensorRT] INFO: Tactic 149 time 9.74707
[TensorRT] INFO: Tactic 151 time 15.5453
[TensorRT] INFO: Tactic 152 time 11.0957
[TensorRT] INFO: Tactic 153 time 6.3399
[TensorRT] INFO: Tactic 156 time 9.20432
[TensorRT] INFO: Tactic 159 time 16.9327
[TensorRT] INFO: Tactic 162 time 18.4319
[TensorRT] INFO: Tactic 164 time 20.1046
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block4_conv3/BiasAdd + block4_conv3/Relu(14)
[TensorRT] INFO: Tactic 3146172331490511787 time 6.37168
[TensorRT] INFO: Tactic 3528302785056538033 time 8.72806
[TensorRT] INFO: Tactic 5443600094180187792 time 9.97235
[TensorRT] INFO: Tactic 5824828673459742858 time 6.16346
[TensorRT] INFO: Tactic -6618588952828687390 time 8.17024
[TensorRT] INFO: Tactic -6362554771847758902 time 6.3481
[TensorRT] INFO: Tactic -2701242286872672544 time 9.13923
[TensorRT] INFO: Tactic -2535759802710599445 time 7.3631
[TensorRT] INFO: Tactic -675401754313066228 time 6.55584
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block4_conv3/BiasAdd + block4_conv3/Relu(1)
[TensorRT] INFO: Tactic 0 time 10.2364
[TensorRT] INFO: Tactic 1 time 6.85744
[TensorRT] INFO: Tactic 2 scratch requested: 14450688, available: 1048576
[TensorRT] INFO: Tactic 4 scratch requested: 2295595008, available: 1048576
[TensorRT] INFO: Tactic 5 scratch requested: 1145331712, available: 1048576
[TensorRT] INFO: Tactic 6 scratch requested: 16777216, available: 1048576
[TensorRT] INFO: --------------- Chose 14 (5824828673459742858)
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block4_conv4/BiasAdd + block4_conv4/Relu(3)
[TensorRT] INFO: Tactic 0 time 7.73782
[TensorRT] INFO: Tactic 1 time 11.2807
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block4_conv4/BiasAdd + block4_conv4/Relu(2)
[TensorRT] INFO: Tactic 7 time 15.4261
[TensorRT] INFO: Tactic 10 time 10.3261
[TensorRT] INFO: Tactic 14 time 19.2955
[TensorRT] INFO: Tactic 15 time 13.3693
[TensorRT] INFO: Tactic 25 time 20.4344
[TensorRT] INFO: Tactic 26 time 18.1035
[TensorRT] INFO: Tactic 29 time 10.5525
[TensorRT] INFO: Tactic 30 time 12.8605
[TensorRT] INFO: Tactic 33 time 13.1758
[TensorRT] INFO: Tactic 36 time 17.5322
[TensorRT] INFO: Tactic 39 time 18.5378
[TensorRT] INFO: Tactic 41 time 10.2044
[TensorRT] INFO: Tactic 42 time 15.0578
[TensorRT] INFO: Tactic 43 time 6.61229
[TensorRT] INFO: Tactic 45 time 14.0154
[TensorRT] INFO: Tactic 47 time 18.1066
[TensorRT] INFO: Tactic 52 time 8.29469
[TensorRT] INFO: Tactic 54 time 12.2218
[TensorRT] INFO: Tactic 56 time 13.9047
[TensorRT] INFO: Tactic 66 time 8.24509
[TensorRT] INFO: Tactic 76 time 8.42928
[TensorRT] INFO: Tactic 90 time 10.3705
[TensorRT] INFO: Tactic 93 time 14.1239
[TensorRT] INFO: Tactic 98 time 8.89654
[TensorRT] INFO: Tactic 104 time 10.9469
[TensorRT] INFO: Tactic 110 time 31.3515
[TensorRT] INFO: Tactic 119 time 16.853
[TensorRT] INFO: Tactic 121 time 14.8735
[TensorRT] INFO: Tactic 130 time 7.94397
[TensorRT] INFO: Tactic 134 time 12.6428
[TensorRT] INFO: Tactic 136 time 11.8846
[TensorRT] INFO: Tactic 137 time 12.3951
[TensorRT] INFO: Tactic 139 time 14.652
[TensorRT] INFO: Tactic 144 time 6.9321
[TensorRT] INFO: Tactic 149 time 13.9298
[TensorRT] INFO: Tactic 151 time 16.3237
[TensorRT] INFO: Tactic 152 time 9.88035
[TensorRT] INFO: Tactic 153 time 7.37917
[TensorRT] INFO: Tactic 156 time 11.1042
[TensorRT] INFO: Tactic 159 time 16.3858
[TensorRT] INFO: Tactic 162 time 18.9193
[TensorRT] INFO: Tactic 164 time 19.7983
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block4_conv4/BiasAdd + block4_conv4/Relu(14)
[TensorRT] INFO: Tactic 3146172331490511787 time 6.38762
[TensorRT] INFO: Tactic 3528302785056538033 time 11.9789
[TensorRT] INFO: Tactic 5443600094180187792 time 7.59926
[TensorRT] INFO: Tactic 5824828673459742858 time 6.13776
[TensorRT] INFO: Tactic -6618588952828687390 time 11.1871
[TensorRT] INFO: Tactic -6362554771847758902 time 6.63779
[TensorRT] INFO: Tactic -2701242286872672544 time 6.40179
[TensorRT] INFO: Tactic -2535759802710599445 time 6.26333
[TensorRT] INFO: Tactic -675401754313066228 time 6.23421
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block4_conv4/BiasAdd + block4_conv4/Relu(1)
[TensorRT] INFO: Tactic 0 time 10.242
[TensorRT] INFO: Tactic 1 time 6.98173
[TensorRT] INFO: Tactic 2 scratch requested: 14450688, available: 1048576
[TensorRT] INFO: Tactic 4 scratch requested: 2295595008, available: 1048576
[TensorRT] INFO: Tactic 5 scratch requested: 1145331712, available: 1048576
[TensorRT] INFO: Tactic 6 scratch requested: 16777216, available: 1048576
[TensorRT] INFO: --------------- Chose 14 (5824828673459742858)
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block4_pool/MaxPool(8)
[TensorRT] INFO: Tactic 5505281 time 0.253568
[TensorRT] INFO: Tactic 5570817 time 0.223232
[TensorRT] INFO: Tactic 5636353 time 0.197408
[TensorRT] INFO: Tactic 5701889 time 0.162432
[TensorRT] INFO: Tactic 5767425 time 0.164512
[TensorRT] INFO: Tactic 5832961 time 0.165536
[TensorRT] INFO: Tactic 5898497 time 0.169248
[TensorRT] INFO: Tactic 5964033 time 0.159712
[TensorRT] INFO: Tactic 6029569 time 0.169888
[TensorRT] INFO: Tactic 6095105 time 0.154976
[TensorRT] INFO: Tactic 6160641 time 0.153856
[TensorRT] INFO: Tactic 6226177 time 0.151936
[TensorRT] INFO: Tactic 6291713 time 0.15296
[TensorRT] INFO: Tactic 6357249 time 0.153024
[TensorRT] INFO: Tactic 6422785 time 0.149216
[TensorRT] INFO: Tactic 6488321 time 0.151616
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block5_conv1/BiasAdd + block5_conv1/Relu(3)
[TensorRT] INFO: Tactic 0 time 2.42672
[TensorRT] INFO: Tactic 1 time 2.64976
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block5_conv1/BiasAdd + block5_conv1/Relu(2)
[TensorRT] INFO: Tactic 7 time 2.06848
[TensorRT] INFO: Tactic 10 time 2.93603
[TensorRT] INFO: Tactic 14 time 4.07664
[TensorRT] INFO: Tactic 15 time 2.65168
[TensorRT] INFO: Tactic 25 time 4.36154
[TensorRT] INFO: Tactic 26 time 4.49133
[TensorRT] INFO: Tactic 29 time 2.41402
[TensorRT] INFO: Tactic 30 time 2.02166
[TensorRT] INFO: Tactic 33 time 2.94093
[TensorRT] INFO: Tactic 36 time 4.46006
[TensorRT] INFO: Tactic 39 time 6.80957
[TensorRT] INFO: Tactic 41 time 2.28032
[TensorRT] INFO: Tactic 42 time 3.04189
[TensorRT] INFO: Tactic 43 time 2.24573
[TensorRT] INFO: Tactic 45 time 3.46499
[TensorRT] INFO: Tactic 47 time 5.93677
[TensorRT] INFO: Tactic 52 time 2.32938
[TensorRT] INFO: Tactic 54 time 2.95488
[TensorRT] INFO: Tactic 56 time 2.57571
[TensorRT] INFO: Tactic 66 time 1.64064
[TensorRT] INFO: Tactic 76 time 2.58093
[TensorRT] INFO: Tactic 90 time 2.05738
[TensorRT] INFO: Tactic 93 time 2.2912
[TensorRT] INFO: Tactic 98 time 2.23654
[TensorRT] INFO: Tactic 104 time 1.94147
[TensorRT] INFO: Tactic 110 time 7.54752
[TensorRT] INFO: Tactic 119 time 7.83104
[TensorRT] INFO: Tactic 121 time 2.42938
[TensorRT] INFO: Tactic 130 time 2.30698
[TensorRT] INFO: Tactic 134 time 3.06157
[TensorRT] INFO: Tactic 136 time 2.05786
[TensorRT] INFO: Tactic 137 time 3.39443
[TensorRT] INFO: Tactic 139 time 4.98909
[TensorRT] INFO: Tactic 144 time 1.57251
[TensorRT] INFO: Tactic 149 time 2.27917
[TensorRT] INFO: Tactic 151 time 5.05011
[TensorRT] INFO: Tactic 152 time 2.23094
[TensorRT] INFO: Tactic 153 time 1.58515
[TensorRT] INFO: Tactic 156 time 2.1984
[TensorRT] INFO: Tactic 159 time 3.73334
[TensorRT] INFO: Tactic 162 time 4.37626
[TensorRT] INFO: Tactic 164 time 4.97904
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block5_conv1/BiasAdd + block5_conv1/Relu(14)
[TensorRT] INFO: Tactic 3146172331490511787 time 2.38624
[TensorRT] INFO: Tactic 3528302785056538033 time 2.75917
[TensorRT] INFO: Tactic 5443600094180187792 time 2.30925
[TensorRT] INFO: Tactic 5824828673459742858 time 2.24378
[TensorRT] INFO: Tactic -6618588952828687390 time 2.61155
[TensorRT] INFO: Tactic -6362554771847758902 time 2.32243
[TensorRT] INFO: Tactic -2701242286872672544 time 2.35936
[TensorRT] INFO: Tactic -2535759802710599445 time 2.11046
[TensorRT] INFO: Tactic -675401754313066228 time 2.53382
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block5_conv1/BiasAdd + block5_conv1/Relu(1)
[TensorRT] INFO: Tactic 0 time 7.06528
[TensorRT] INFO: Tactic 1 time 2.53699
[TensorRT] INFO: Tactic 2 scratch requested: 3612672, available: 1048576
[TensorRT] INFO: Tactic 4 scratch requested: 614596608, available: 1048576
[TensorRT] INFO: Tactic 5 scratch requested: 1145331712, available: 1048576
[TensorRT] INFO: Tactic 6 scratch requested: 16777216, available: 1048576
[TensorRT] INFO: --------------- Chose 2 (144)
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block5_conv2/BiasAdd + block5_conv2/Relu(3)
[TensorRT] INFO: Tactic 0 time 2.58621
[TensorRT] INFO: Tactic 1 time 2.6608
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block5_conv2/BiasAdd + block5_conv2/Relu(2)
[TensorRT] INFO: Tactic 7 time 2.08966
[TensorRT] INFO: Tactic 10 time 2.96694
[TensorRT] INFO: Tactic 14 time 6.51475
[TensorRT] INFO: Tactic 15 time 4.72963
[TensorRT] INFO: Tactic 25 time 5.50384
[TensorRT] INFO: Tactic 26 time 4.4527
[TensorRT] INFO: Tactic 29 time 2.1937
[TensorRT] INFO: Tactic 30 time 2.12938
[TensorRT] INFO: Tactic 33 time 3.05091
[TensorRT] INFO: Tactic 36 time 4.42131
[TensorRT] INFO: Tactic 39 time 4.46854
[TensorRT] INFO: Tactic 41 time 2.28141
[TensorRT] INFO: Tactic 42 time 3.06563
[TensorRT] INFO: Tactic 43 time 2.29715
[TensorRT] INFO: Tactic 45 time 2.956
[TensorRT] INFO: Tactic 47 time 3.83347
[TensorRT] INFO: Tactic 52 time 2.35299
[TensorRT] INFO: Tactic 54 time 3.31766
[TensorRT] INFO: Tactic 56 time 2.36614
[TensorRT] INFO: Tactic 66 time 1.59235
[TensorRT] INFO: Tactic 76 time 2.5848
[TensorRT] INFO: Tactic 90 time 2.14659
[TensorRT] INFO: Tactic 93 time 3.84147
[TensorRT] INFO: Tactic 98 time 2.2481
[TensorRT] INFO: Tactic 104 time 1.86051
[TensorRT] INFO: Tactic 110 time 7.23459
[TensorRT] INFO: Tactic 119 time 5.31542
[TensorRT] INFO: Tactic 121 time 3.96038
[TensorRT] INFO: Tactic 130 time 2.52922
[TensorRT] INFO: Tactic 134 time 3.02838
[TensorRT] INFO: Tactic 136 time 2.05498
[TensorRT] INFO: Tactic 137 time 4.20019
[TensorRT] INFO: Tactic 139 time 2.93741
[TensorRT] INFO: Tactic 144 time 1.59338
[TensorRT] INFO: Tactic 149 time 2.2936
[TensorRT] INFO: Tactic 151 time 3.10656
[TensorRT] INFO: Tactic 152 time 3.82346
[TensorRT] INFO: Tactic 153 time 1.58605
[TensorRT] INFO: Tactic 156 time 2.2073
[TensorRT] INFO: Tactic 159 time 5.35206
[TensorRT] INFO: Tactic 162 time 4.33616
[TensorRT] INFO: Tactic 164 time 4.72826
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block5_conv2/BiasAdd + block5_conv2/Relu(14)
[TensorRT] INFO: Tactic 3146172331490511787 time 2.43517
[TensorRT] INFO: Tactic 3528302785056538033 time 2.8672
[TensorRT] INFO: Tactic 5443600094180187792 time 2.36467
[TensorRT] INFO: Tactic 5824828673459742858 time 2.23002
[TensorRT] INFO: Tactic -6618588952828687390 time 2.61117
[TensorRT] INFO: Tactic -6362554771847758902 time 2.51302
[TensorRT] INFO: Tactic -2701242286872672544 time 2.39891
[TensorRT] INFO: Tactic -2535759802710599445 time 2.10205
[TensorRT] INFO: Tactic -675401754313066228 time 2.30886
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block5_conv2/BiasAdd + block5_conv2/Relu(1)
[TensorRT] INFO: Tactic 0 time 6.4481
[TensorRT] INFO: Tactic 1 time 2.5408
[TensorRT] INFO: Tactic 2 scratch requested: 3612672, available: 1048576
[TensorRT] INFO: Tactic 4 scratch requested: 614596608, available: 1048576
[TensorRT] INFO: Tactic 5 scratch requested: 1145331712, available: 1048576
[TensorRT] INFO: Tactic 6 scratch requested: 16777216, available: 1048576
[TensorRT] INFO: --------------- Chose 2 (153)
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block5_conv3/BiasAdd + block5_conv3/Relu(3)
[TensorRT] INFO: Tactic 0 time 4.12125
[TensorRT] INFO: Tactic 1 time 2.79798
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block5_conv3/BiasAdd + block5_conv3/Relu(2)
[TensorRT] INFO: Tactic 7 time 2.08461
[TensorRT] INFO: Tactic 10 time 2.96016
[TensorRT] INFO: Tactic 14 time 3.97386
[TensorRT] INFO: Tactic 15 time 2.68118
[TensorRT] INFO: Tactic 25 time 4.34096
[TensorRT] INFO: Tactic 26 time 7.3575
[TensorRT] INFO: Tactic 29 time 2.22582
[TensorRT] INFO: Tactic 30 time 2.01062
[TensorRT] INFO: Tactic 33 time 3.14477
[TensorRT] INFO: Tactic 36 time 4.41558
[TensorRT] INFO: Tactic 39 time 4.38976
[TensorRT] INFO: Tactic 41 time 2.28387
[TensorRT] INFO: Tactic 42 time 4.31965
[TensorRT] INFO: Tactic 43 time 2.26403
[TensorRT] INFO: Tactic 45 time 2.95197
[TensorRT] INFO: Tactic 47 time 4.30611
[TensorRT] INFO: Tactic 52 time 2.47776
[TensorRT] INFO: Tactic 54 time 2.94989
[TensorRT] INFO: Tactic 56 time 4.10854
[TensorRT] INFO: Tactic 66 time 1.59555
[TensorRT] INFO: Tactic 76 time 2.57962
[TensorRT] INFO: Tactic 90 time 3.7103
[TensorRT] INFO: Tactic 93 time 1.98781
[TensorRT] INFO: Tactic 98 time 2.24
[TensorRT] INFO: Tactic 104 time 3.2047
[TensorRT] INFO: Tactic 110 time 7.11408
[TensorRT] INFO: Tactic 119 time 4.91974
[TensorRT] INFO: Tactic 121 time 2.248
[TensorRT] INFO: Tactic 130 time 2.3016
[TensorRT] INFO: Tactic 134 time 3.12637
[TensorRT] INFO: Tactic 136 time 3.68877
[TensorRT] INFO: Tactic 137 time 3.38685
[TensorRT] INFO: Tactic 139 time 2.9544
[TensorRT] INFO: Tactic 144 time 1.57587
[TensorRT] INFO: Tactic 149 time 2.42458
[TensorRT] INFO: Tactic 151 time 3.06435
[TensorRT] INFO: Tactic 152 time 2.22003
[TensorRT] INFO: Tactic 153 time 1.66326
[TensorRT] INFO: Tactic 156 time 2.21536
[TensorRT] INFO: Tactic 159 time 3.4288
[TensorRT] INFO: Tactic 162 time 4.41408
[TensorRT] INFO: Tactic 164 time 6.00038
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block5_conv3/BiasAdd + block5_conv3/Relu(14)
[TensorRT] INFO: Tactic 3146172331490511787 time 2.45168
[TensorRT] INFO: Tactic 3528302785056538033 time 2.80816
[TensorRT] INFO: Tactic 5443600094180187792 time 2.36826
[TensorRT] INFO: Tactic 5824828673459742858 time 2.23805
[TensorRT] INFO: Tactic -6618588952828687390 time 2.6608
[TensorRT] INFO: Tactic -6362554771847758902 time 2.32122
[TensorRT] INFO: Tactic -2701242286872672544 time 3.66237
[TensorRT] INFO: Tactic -2535759802710599445 time 2.10048
[TensorRT] INFO: Tactic -675401754313066228 time 2.2975
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block5_conv3/BiasAdd + block5_conv3/Relu(1)
[TensorRT] INFO: Tactic 0 time 5.70819
[TensorRT] INFO: Tactic 1 time 2.47421
[TensorRT] INFO: Tactic 2 scratch requested: 3612672, available: 1048576
[TensorRT] INFO: Tactic 4 scratch requested: 614596608, available: 1048576
[TensorRT] INFO: Tactic 5 scratch requested: 1145331712, available: 1048576
[TensorRT] INFO: Tactic 6 scratch requested: 16777216, available: 1048576
[TensorRT] INFO: --------------- Chose 2 (144)
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block5_conv4/BiasAdd + block5_conv4/Relu(3)
[TensorRT] INFO: Tactic 0 time 2.57021
[TensorRT] INFO: Tactic 1 time 2.64842
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block5_conv4/BiasAdd + block5_conv4/Relu(2)
[TensorRT] INFO: Tactic 7 time 2.05622
[TensorRT] INFO: Tactic 10 time 2.9889
[TensorRT] INFO: Tactic 14 time 6.69917
[TensorRT] INFO: Tactic 15 time 2.68096
[TensorRT] INFO: Tactic 25 time 4.40384
[TensorRT] INFO: Tactic 26 time 4.52902
[TensorRT] INFO: Tactic 29 time 3.93814
[TensorRT] INFO: Tactic 30 time 2.05731
[TensorRT] INFO: Tactic 33 time 2.91072
[TensorRT] INFO: Tactic 36 time 5.61853
[TensorRT] INFO: Tactic 39 time 4.37834
[TensorRT] INFO: Tactic 41 time 2.2695
[TensorRT] INFO: Tactic 42 time 3.02819
[TensorRT] INFO: Tactic 43 time 3.48966
[TensorRT] INFO: Tactic 45 time 2.94816
[TensorRT] INFO: Tactic 47 time 3.83674
[TensorRT] INFO: Tactic 52 time 2.33674
[TensorRT] INFO: Tactic 54 time 4.22333
[TensorRT] INFO: Tactic 56 time 2.35824
[TensorRT] INFO: Tactic 66 time 1.59424
[TensorRT] INFO: Tactic 76 time 2.5784
[TensorRT] INFO: Tactic 90 time 2.04909
[TensorRT] INFO: Tactic 93 time 3.0272
[TensorRT] INFO: Tactic 98 time 2.23482
[TensorRT] INFO: Tactic 104 time 1.84637
[TensorRT] INFO: Tactic 110 time 9.24909
[TensorRT] INFO: Tactic 119 time 7.4551
[TensorRT] INFO: Tactic 121 time 2.36458
[TensorRT] INFO: Tactic 130 time 2.30102
[TensorRT] INFO: Tactic 134 time 3.02422
[TensorRT] INFO: Tactic 136 time 2.16896
[TensorRT] INFO: Tactic 137 time 2.99699
[TensorRT] INFO: Tactic 139 time 2.94627
[TensorRT] INFO: Tactic 144 time 1.6289
[TensorRT] INFO: Tactic 149 time 2.29152
[TensorRT] INFO: Tactic 151 time 3.05018
[TensorRT] INFO: Tactic 152 time 3.97603
[TensorRT] INFO: Tactic 153 time 1.59264
[TensorRT] INFO: Tactic 156 time 2.2112
[TensorRT] INFO: Tactic 159 time 3.36797
[TensorRT] INFO: Tactic 162 time 4.38563
[TensorRT] INFO: Tactic 164 time 4.04336
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block5_conv4/BiasAdd + block5_conv4/Relu(14)
[TensorRT] INFO: Tactic 3146172331490511787 time 2.43174
[TensorRT] INFO: Tactic 3528302785056538033 time 2.86045
[TensorRT] INFO: Tactic 5443600094180187792 time 2.31821
[TensorRT] INFO: Tactic 5824828673459742858 time 2.22755
[TensorRT] INFO: Tactic -6618588952828687390 time 2.6201
[TensorRT] INFO: Tactic -6362554771847758902 time 2.35136
[TensorRT] INFO: Tactic -2701242286872672544 time 2.59728
[TensorRT] INFO: Tactic -2535759802710599445 time 2.73171
[TensorRT] INFO: Tactic -675401754313066228 time 2.9319
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block5_conv4/BiasAdd + block5_conv4/Relu(1)
[TensorRT] INFO: Tactic 0 time 4.49075
[TensorRT] INFO: Tactic 1 time 2.47558
[TensorRT] INFO: Tactic 2 scratch requested: 3612672, available: 1048576
[TensorRT] INFO: Tactic 4 scratch requested: 614596608, available: 1048576
[TensorRT] INFO: Tactic 5 scratch requested: 1145331712, available: 1048576
[TensorRT] INFO: Tactic 6 scratch requested: 16777216, available: 1048576
[TensorRT] INFO: --------------- Chose 2 (153)
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing block5_pool/MaxPool(8)
[TensorRT] INFO: Tactic 5505281 time 0.159936
[TensorRT] INFO: Tactic 5570817 time 0.112704
[TensorRT] INFO: Tactic 5636353 time 0.096832
[TensorRT] INFO: Tactic 5701889 time 0.086528
[TensorRT] INFO: Tactic 5767425 time 0.086432
[TensorRT] INFO: Tactic 5832961 time 0.081312
[TensorRT] INFO: Tactic 5898497 time 0.082304
[TensorRT] INFO: Tactic 5964033 time 0.087104
[TensorRT] INFO: Tactic 6029569 time 0.096896
[TensorRT] INFO: Tactic 6095105 time 0.074368
[TensorRT] INFO: Tactic 6160641 time 0.066304
[TensorRT] INFO: Tactic 6226177 time 0.039744
[TensorRT] INFO: Tactic 6291713 time 0.034784
[TensorRT] INFO: Tactic 6357249 time 0.032608
[TensorRT] INFO: Tactic 6422785 time 0.030528
[TensorRT] INFO: Tactic 6488321 time 0.030528
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing global_average_pooling2d_1/Mean(8)
[TensorRT] INFO: Tactic -1 time 0.018432
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing dense_1/BiasAdd + dense_1/Relu(6)
[TensorRT] INFO: Tactic 0 time 0.170304
[TensorRT] INFO: Tactic 1 time 0.17664
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing dense_1/BiasAdd + dense_1/Relu(15)
[TensorRT] INFO: --------------- Chose 6 (0)
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing dense_2/BiasAdd(6)
[TensorRT] INFO: Tactic 0 time 0.02144
[TensorRT] INFO: Tactic 1 time 0.018752
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing dense_2/BiasAdd(15)
[TensorRT] INFO: --------------- Chose 6 (1)
[TensorRT] INFO:
[TensorRT] INFO: --------------- Timing dense_2/Softmax(11)
[TensorRT] INFO: Tactic 0 time 0.01648
[TensorRT] INFO: After reformat layers: 25 layers
[TensorRT] INFO: Block size 12845056
[TensorRT] INFO: Block size 12845056
[TensorRT] INFO: Block size 1605632
[TensorRT] INFO: Block size 1048576
[TensorRT] INFO: Total Activation Memory: 28344320
Saved TRT engine to data/engine/keras_vgg19_b1_fp32.engine
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment