Started by timer
Running as SYSTEM
Building in workspace /var/lib/jenkins/jobs/tensorflow/workspace
[SSH] script:
module load anaconda3_gpu
module load cudnn
cd python
rm -f tensorflow_test.txt
srun --nodes=1 --ntasks-per-node=1 --mem=16g \
--time=00:05:00 \
--partition=a100rome \
--account=bbmb-hydro \
--gpus-per-node=1 \
--gpu-bind=closest \
python3 cifar10gpu.py | tee tensorflow_test.txt
YVALUE=`grep "wall time seconds" tensorflow_test.txt | cut -d'=' -f2`
echo YVALUE=$YVALUE > tensorflow_time.txt
[SSH] executing...
srun: job 84720 queued and waiting for resources
srun: job 84720 has been allocated resources
2024-10-13 07:43:07.780129: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA
To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.
2024-10-13 07:43:32.742241: E tensorflow/stream_executor/cuda/cuda_blas.cc:2981] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered
2024-10-13 07:44:06.761981: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libnvinfer.so.7'; dlerror: libnvinfer.so.7: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /sw/spack/hydrogpu-2022-06/apps/cudnn/8.4.0.27-11.6-gcc-11.3.0-qbhsfav/lib:/sw/spack/hydrogpu-2022-06/apps/cuda/11.7.0-gcc-11.3.0-3ysno6b/lib64:/sw/spack/hydrogpu-2022-06/apps/openmpi/4.1.4-gcc-11.3.0-i6koipj/lib:/sw/spack/hydrogpu-2022-06/apps/gcc/11.3.0-gcc-8.4.1-kroofxa/lib64:/sw/spack/hydrogpu-2022-06/apps/gcc/11.3.0-gcc-8.4.1-kroofxa/lib
2024-10-13 07:44:06.762591: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libnvinfer_plugin.so.7'; dlerror: libnvinfer_plugin.so.7: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /sw/spack/hydrogpu-2022-06/apps/cudnn/8.4.0.27-11.6-gcc-11.3.0-qbhsfav/lib:/sw/spack/hydrogpu-2022-06/apps/cuda/11.7.0-gcc-11.3.0-3ysno6b/lib64:/sw/spack/hydrogpu-2022-06/apps/openmpi/4.1.4-gcc-11.3.0-i6koipj/lib:/sw/spack/hydrogpu-2022-06/apps/gcc/11.3.0-gcc-8.4.1-kroofxa/lib64:/sw/spack/hydrogpu-2022-06/apps/gcc/11.3.0-gcc-8.4.1-kroofxa/lib
2024-10-13 07:44:06.762600: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Cannot dlopen some TensorRT libraries. If you would like to use Nvidia GPU with TensorRT, please make sure the missing libraries mentioned above are installed properly.
2024-10-13 07:44:58.995310: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA
To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.
2024-10-13 07:45:01.821272: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1616] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 79030 MB memory: -> device: 0, name: NVIDIA A100 80GB PCIe, pci bus id: 0000:21:00.0, compute capability: 8.0
(50000, 32, 32, 3) (10000, 32, 32, 3)
Epoch 1/10
2024-10-13 07:45:09.683470: I tensorflow/stream_executor/cuda/cuda_blas.cc:1614] TensorFloat-32 will be used for the matrix multiplication. This will only be logged once.
1/1563 [..............................] - ETA: 1:46:39 - loss: 2.4033 - accuracy: 0.1562
34/1563 [..............................] - ETA: 2s - loss: 2.2594 - accuracy: 0.1627
68/1563 [>.............................] - ETA: 2s - loss: 2.1799 - accuracy: 0.1953
102/1563 [>.............................] - ETA: 2s - loss: 2.1480 - accuracy: 0.2062
136/1563 [=>............................] - ETA: 2s - loss: 2.1276 - accuracy: 0.2210
170/1563 [==>...........................] - ETA: 2s - loss: 2.1005 - accuracy: 0.2346
204/1563 [==>...........................] - ETA: 2s - loss: 2.0803 - accuracy: 0.2454
238/1563 [===>..........................] - ETA: 1s - loss: 2.0641 - accuracy: 0.2555
272/1563 [====>.........................] - ETA: 1s - loss: 2.0474 - accuracy: 0.2630
307/1563 [====>.........................] - ETA: 1s - loss: 2.0298 - accuracy: 0.2707
342/1563 [=====>........................] - ETA: 1s - loss: 2.0113 - accuracy: 0.2773
376/1563 [======>.......................] - ETA: 1s - loss: 1.9978 - accuracy: 0.2829
410/1563 [======>.......................] - ETA: 1s - loss: 1.9888 - accuracy: 0.2871
445/1563 [=======>......................] - ETA: 1s - loss: 1.9748 - accuracy: 0.2917
481/1563 [========>.....................] - ETA: 1s - loss: 1.9687 - accuracy: 0.2944
515/1563 [========>.....................] - ETA: 1s - loss: 1.9580 - accuracy: 0.2985
550/1563 [=========>....................] - ETA: 1s - loss: 1.9509 - accuracy: 0.3014
584/1563 [==========>...................] - ETA: 1s - loss: 1.9427 - accuracy: 0.3052
619/1563 [==========>...................] - ETA: 1s - loss: 1.9357 - accuracy: 0.3074
653/1563 [===========>..................] - ETA: 1s - loss: 1.9273 - accuracy: 0.3103
687/1563 [============>.................] - ETA: 1s - loss: 1.9201 - accuracy: 0.3121
721/1563 [============>.................] - ETA: 1s - loss: 1.9140 - accuracy: 0.3139
756/1563 [=============>................] - ETA: 1s - loss: 1.9100 - accuracy: 0.3156
790/1563 [==============>...............] - ETA: 1s - loss: 1.9054 - accuracy: 0.3180
824/1563 [==============>...............] - ETA: 1s - loss: 1.9006 - accuracy: 0.3199
859/1563 [===============>..............] - ETA: 1s - loss: 1.8941 - accuracy: 0.3232
893/1563 [================>.............] - ETA: 0s - loss: 1.8881 - accuracy: 0.3258
928/1563 [================>.............] - ETA: 0s - loss: 1.8847 - accuracy: 0.3274
962/1563 [=================>............] - ETA: 0s - loss: 1.8790 - accuracy: 0.3303
997/1563 [==================>...........] - ETA: 0s - loss: 1.8731 - accuracy: 0.3327
1032/1563 [==================>...........] - ETA: 0s - loss: 1.8693 - accuracy: 0.3342
1066/1563 [===================>..........] - ETA: 0s - loss: 1.8654 - accuracy: 0.3354
1101/1563 [====================>.........] - ETA: 0s - loss: 1.8606 - accuracy: 0.3377
1136/1563 [====================>.........] - ETA: 0s - loss: 1.8555 - accuracy: 0.3394
1170/1563 [=====================>........] - ETA: 0s - loss: 1.8513 - accuracy: 0.3406
1204/1563 [======================>.......] - ETA: 0s - loss: 1.8480 - accuracy: 0.3421
1238/1563 [======================>.......] - ETA: 0s - loss: 1.8446 - accuracy: 0.3427
1272/1563 [=======================>......] - ETA: 0s - loss: 1.8407 - accuracy: 0.3442
1306/1563 [========================>.....] - ETA: 0s - loss: 1.8370 - accuracy: 0.3452
1341/1563 [========================>.....] - ETA: 0s - loss: 1.8339 - accuracy: 0.3460
1375/1563 [=========================>....] - ETA: 0s - loss: 1.8318 - accuracy: 0.3470
1409/1563 [==========================>...] - ETA: 0s - loss: 1.8290 - accuracy: 0.3484
1444/1563 [==========================>...] - ETA: 0s - loss: 1.8250 - accuracy: 0.3500
1479/1563 [===========================>..] - ETA: 0s - loss: 1.8229 - accuracy: 0.3514
1513/1563 [============================>.] - ETA: 0s - loss: 1.8202 - accuracy: 0.3523
1547/1563 [============================>.] - ETA: 0s - loss: 1.8175 - accuracy: 0.3532
1563/1563 [==============================] - 6s 1ms/step - loss: 1.8164 - accuracy: 0.3536
Epoch 2/10
1/1563 [..............................] - ETA: 2s - loss: 1.5954 - accuracy: 0.5000
35/1563 [..............................] - ETA: 2s - loss: 1.6915 - accuracy: 0.3946
70/1563 [>.............................] - ETA: 2s - loss: 1.6913 - accuracy: 0.4013
104/1563 [>.............................] - ETA: 2s - loss: 1.6867 - accuracy: 0.4084
138/1563 [=>............................] - ETA: 2s - loss: 1.6652 - accuracy: 0.4119
172/1563 [==>...........................] - ETA: 2s - loss: 1.6745 - accuracy: 0.4079
206/1563 [==>...........................] - ETA: 2s - loss: 1.6698 - accuracy: 0.4069
240/1563 [===>..........................] - ETA: 1s - loss: 1.6656 - accuracy: 0.4079
275/1563 [====>.........................] - ETA: 1s - loss: 1.6660 - accuracy: 0.4091
309/1563 [====>.........................] - ETA: 1s - loss: 1.6683 - accuracy: 0.4089
343/1563 [=====>........................] - ETA: 1s - loss: 1.6707 - accuracy: 0.4090
377/1563 [======>.......................] - ETA: 1s - loss: 1.6670 - accuracy: 0.4110
411/1563 [======>.......................] - ETA: 1s - loss: 1.6634 - accuracy: 0.4126
445/1563 [=======>......................] - ETA: 1s - loss: 1.6616 - accuracy: 0.4145
479/1563 [========>.....................] - ETA: 1s - loss: 1.6610 - accuracy: 0.4149
514/1563 [========>.....................] - ETA: 1s - loss: 1.6569 - accuracy: 0.4166
548/1563 [=========>....................] - ETA: 1s - loss: 1.6563 - accuracy: 0.4165
582/1563 [==========>...................] - ETA: 1s - loss: 1.6546 - accuracy: 0.4166
616/1563 [==========>...................] - ETA: 1s - loss: 1.6528 - accuracy: 0.4170
650/1563 [===========>..................] - ETA: 1s - loss: 1.6519 - accuracy: 0.4174
684/1563 [============>.................] - ETA: 1s - loss: 1.6523 - accuracy: 0.4167
718/1563 [============>.................] - ETA: 1s - loss: 1.6503 - accuracy: 0.4173
752/1563 [=============>................] - ETA: 1s - loss: 1.6499 - accuracy: 0.4176
787/1563 [==============>...............] - ETA: 1s - loss: 1.6484 - accuracy: 0.4186
821/1563 [==============>...............] - ETA: 1s - loss: 1.6469 - accuracy: 0.4195
856/1563 [===============>..............] - ETA: 1s - loss: 1.6444 - accuracy: 0.4209
890/1563 [================>.............] - ETA: 1s - loss: 1.6448 - accuracy: 0.4213
924/1563 [================>.............] - ETA: 0s - loss: 1.6442 - accuracy: 0.4212
958/1563 [=================>............] - ETA: 0s - loss: 1.6427 - accuracy: 0.4215
992/1563 [==================>...........] - ETA: 0s - loss: 1.6435 - accuracy: 0.4211
1027/1563 [==================>...........] - ETA: 0s - loss: 1.6417 - accuracy: 0.4220
1062/1563 [===================>..........] - ETA: 0s - loss: 1.6396 - accuracy: 0.4221
1096/1563 [====================>.........] - ETA: 0s - loss: 1.6390 - accuracy: 0.4224
1130/1563 [====================>.........] - ETA: 0s - loss: 1.6387 - accuracy: 0.4222
1164/1563 [=====================>........] - ETA: 0s - loss: 1.6378 - accuracy: 0.4227
1198/1563 [=====================>........] - ETA: 0s - loss: 1.6382 - accuracy: 0.4224
1232/1563 [======================>.......] - ETA: 0s - loss: 1.6375 - accuracy: 0.4222
1266/1563 [=======================>......] - ETA: 0s - loss: 1.6371 - accuracy: 0.4225
1300/1563 [=======================>......] - ETA: 0s - loss: 1.6356 - accuracy: 0.4232
1335/1563 [========================>.....] - ETA: 0s - loss: 1.6340 - accuracy: 0.4236
1369/1563 [=========================>....] - ETA: 0s - loss: 1.6327 - accuracy: 0.4241
1403/1563 [=========================>....] - ETA: 0s - loss: 1.6328 - accuracy: 0.4235
1437/1563 [==========================>...] - ETA: 0s - loss: 1.6319 - accuracy: 0.4239
1472/1563 [===========================>..] - ETA: 0s - loss: 1.6310 - accuracy: 0.4240
1506/1563 [===========================>..] - ETA: 0s - loss: 1.6288 - accuracy: 0.4250
1540/1563 [============================>.] - ETA: 0s - loss: 1.6275 - accuracy: 0.4256
1563/1563 [==============================] - 2s 1ms/step - loss: 1.6272 - accuracy: 0.4260
Epoch 3/10
1/1563 [..............................] - ETA: 2s - loss: 1.4084 - accuracy: 0.4375
36/1563 [..............................] - ETA: 2s - loss: 1.5897 - accuracy: 0.4488
70/1563 [>.............................] - ETA: 2s - loss: 1.5889 - accuracy: 0.4437
105/1563 [=>............................] - ETA: 2s - loss: 1.5696 - accuracy: 0.4512
140/1563 [=>............................] - ETA: 2s - loss: 1.5625 - accuracy: 0.4540
175/1563 [==>...........................] - ETA: 2s - loss: 1.5636 - accuracy: 0.4525
210/1563 [===>..........................] - ETA: 1s - loss: 1.5607 - accuracy: 0.4552
245/1563 [===>..........................] - ETA: 1s - loss: 1.5615 - accuracy: 0.4551
279/1563 [====>.........................] - ETA: 1s - loss: 1.5603 - accuracy: 0.4544
313/1563 [=====>........................] - ETA: 1s - loss: 1.5603 - accuracy: 0.4533
347/1563 [=====>........................] - ETA: 1s - loss: 1.5604 - accuracy: 0.4523
381/1563 [======>.......................] - ETA: 1s - loss: 1.5592 - accuracy: 0.4543
415/1563 [======>.......................] - ETA: 1s - loss: 1.5592 - accuracy: 0.4538
449/1563 [=======>......................] - ETA: 1s - loss: 1.5584 - accuracy: 0.4533
483/1563 [========>.....................] - ETA: 1s - loss: 1.5591 - accuracy: 0.4544
517/1563 [========>.....................] - ETA: 1s - loss: 1.5554 - accuracy: 0.4553
551/1563 [=========>....................] - ETA: 1s - loss: 1.5586 - accuracy: 0.4543
585/1563 [==========>...................] - ETA: 1s - loss: 1.5560 - accuracy: 0.4546
619/1563 [==========>...................] - ETA: 1s - loss: 1.5567 - accuracy: 0.4553
653/1563 [===========>..................] - ETA: 1s - loss: 1.5578 - accuracy: 0.4544
687/1563 [============>.................] - ETA: 1s - loss: 1.5576 - accuracy: 0.4551
721/1563 [============>.................] - ETA: 1s - loss: 1.5575 - accuracy: 0.4549
755/1563 [=============>................] - ETA: 1s - loss: 1.5573 - accuracy: 0.4548
789/1563 [==============>...............] - ETA: 1s - loss: 1.5552 - accuracy: 0.4554
823/1563 [==============>...............] - ETA: 1s - loss: 1.5545 - accuracy: 0.4549
857/1563 [===============>..............] - ETA: 1s - loss: 1.5564 - accuracy: 0.4540
891/1563 [================>.............] - ETA: 0s - loss: 1.5542 - accuracy: 0.4552
925/1563 [================>.............] - ETA: 0s - loss: 1.5522 - accuracy: 0.4556
959/1563 [=================>............] - ETA: 0s - loss: 1.5518 - accuracy: 0.4559
993/1563 [==================>...........] - ETA: 0s - loss: 1.5520 - accuracy: 0.4558
1027/1563 [==================>...........] - ETA: 0s - loss: 1.5511 - accuracy: 0.4561
1061/1563 [===================>..........] - ETA: 0s - loss: 1.5498 - accuracy: 0.4563
1095/1563 [====================>.........] - ETA: 0s - loss: 1.5499 - accuracy: 0.4563
1130/1563 [====================>.........] - ETA: 0s - loss: 1.5480 - accuracy: 0.4572
1164/1563 [=====================>........] - ETA: 0s - loss: 1.5468 - accuracy: 0.4581
1199/1563 [======================>.......] - ETA: 0s - loss: 1.5466 - accuracy: 0.4582
1233/1563 [======================>.......] - ETA: 0s - loss: 1.5472 - accuracy: 0.4577
1267/1563 [=======================>......] - ETA: 0s - loss: 1.5468 - accuracy: 0.4580
1301/1563 [=======================>......] - ETA: 0s - loss: 1.5459 - accuracy: 0.4580
1335/1563 [========================>.....] - ETA: 0s - loss: 1.5452 - accuracy: 0.4584
1369/1563 [=========================>....] - ETA: 0s - loss: 1.5457 - accuracy: 0.4582
1403/1563 [=========================>....] - ETA: 0s - loss: 1.5447 - accuracy: 0.4584
1437/1563 [==========================>...] - ETA: 0s - loss: 1.5435 - accuracy: 0.4586
1471/1563 [===========================>..] - ETA: 0s - loss: 1.5436 - accuracy: 0.4582
1505/1563 [===========================>..] - ETA: 0s - loss: 1.5432 - accuracy: 0.4580
1539/1563 [============================>.] - ETA: 0s - loss: 1.5427 - accuracy: 0.4583
1563/1563 [==============================] - 2s 1ms/step - loss: 1.5430 - accuracy: 0.4582
Epoch 4/10
1/1563 [..............................] - ETA: 2s - loss: 1.5045 - accuracy: 0.5312
35/1563 [..............................] - ETA: 2s - loss: 1.5234 - accuracy: 0.4732
69/1563 [>.............................] - ETA: 2s - loss: 1.5313 - accuracy: 0.4592
103/1563 [>.............................] - ETA: 2s - loss: 1.5301 - accuracy: 0.4593
137/1563 [=>............................] - ETA: 2s - loss: 1.5240 - accuracy: 0.4599
171/1563 [==>...........................] - ETA: 2s - loss: 1.5175 - accuracy: 0.4647
205/1563 [==>...........................] - ETA: 2s - loss: 1.5131 - accuracy: 0.4639
239/1563 [===>..........................] - ETA: 1s - loss: 1.5109 - accuracy: 0.4637
273/1563 [====>.........................] - ETA: 1s - loss: 1.5102 - accuracy: 0.4655
307/1563 [====>.........................] - ETA: 1s - loss: 1.5117 - accuracy: 0.4659
341/1563 [=====>........................] - ETA: 1s - loss: 1.5124 - accuracy: 0.4672
375/1563 [======>.......................] - ETA: 1s - loss: 1.5109 - accuracy: 0.4679
409/1563 [======>.......................] - ETA: 1s - loss: 1.5128 - accuracy: 0.4687
443/1563 [=======>......................] - ETA: 1s - loss: 1.5128 - accuracy: 0.4697
477/1563 [========>.....................] - ETA: 1s - loss: 1.5140 - accuracy: 0.4684
511/1563 [========>.....................] - ETA: 1s - loss: 1.5146 - accuracy: 0.4688
545/1563 [=========>....................] - ETA: 1s - loss: 1.5155 - accuracy: 0.4687
579/1563 [==========>...................] - ETA: 1s - loss: 1.5133 - accuracy: 0.4684
613/1563 [==========>...................] - ETA: 1s - loss: 1.5117 - accuracy: 0.4684
647/1563 [===========>..................] - ETA: 1s - loss: 1.5087 - accuracy: 0.4703
680/1563 [============>.................] - ETA: 1s - loss: 1.5074 - accuracy: 0.4712
714/1563 [============>.................] - ETA: 1s - loss: 1.5043 - accuracy: 0.4714
748/1563 [=============>................] - ETA: 1s - loss: 1.5042 - accuracy: 0.4717
782/1563 [==============>...............] - ETA: 1s - loss: 1.5032 - accuracy: 0.4731
816/1563 [==============>...............] - ETA: 1s - loss: 1.5035 - accuracy: 0.4732
850/1563 [===============>..............] - ETA: 1s - loss: 1.5020 - accuracy: 0.4728
884/1563 [===============>..............] - ETA: 1s - loss: 1.5016 - accuracy: 0.4725
918/1563 [================>.............] - ETA: 0s - loss: 1.5009 - accuracy: 0.4729
952/1563 [=================>............] - ETA: 0s - loss: 1.4992 - accuracy: 0.4733
986/1563 [=================>............] - ETA: 0s - loss: 1.4975 - accuracy: 0.4737
1020/1563 [==================>...........] - ETA: 0s - loss: 1.4962 - accuracy: 0.4744
1054/1563 [===================>..........] - ETA: 0s - loss: 1.4961 - accuracy: 0.4748
1088/1563 [===================>..........] - ETA: 0s - loss: 1.4951 - accuracy: 0.4747
1122/1563 [====================>.........] - ETA: 0s - loss: 1.4936 - accuracy: 0.4755
1156/1563 [=====================>........] - ETA: 0s - loss: 1.4939 - accuracy: 0.4753
1190/1563 [=====================>........] - ETA: 0s - loss: 1.4935 - accuracy: 0.4756
1224/1563 [======================>.......] - ETA: 0s - loss: 1.4930 - accuracy: 0.4758
1258/1563 [=======================>......] - ETA: 0s - loss: 1.4914 - accuracy: 0.4766
1292/1563 [=======================>......] - ETA: 0s - loss: 1.4906 - accuracy: 0.4769
1326/1563 [========================>.....] - ETA: 0s - loss: 1.4895 - accuracy: 0.4773
1360/1563 [=========================>....] - ETA: 0s - loss: 1.4892 - accuracy: 0.4774
1394/1563 [=========================>....] - ETA: 0s - loss: 1.4885 - accuracy: 0.4774
1428/1563 [==========================>...] - ETA: 0s - loss: 1.4876 - accuracy: 0.4773
1462/1563 [===========================>..] - ETA: 0s - loss: 1.4862 - accuracy: 0.4779
1496/1563 [===========================>..] - ETA: 0s - loss: 1.4861 - accuracy: 0.4780
1530/1563 [============================>.] - ETA: 0s - loss: 1.4854 - accuracy: 0.4780
1563/1563 [==============================] - ETA: 0s - loss: 1.4850 - accuracy: 0.4783
1563/1563 [==============================] - 2s 1ms/step - loss: 1.4850 - accuracy: 0.4783
Epoch 5/10
1/1563 [..............................] - ETA: 2s - loss: 1.4121 - accuracy: 0.5312
35/1563 [..............................] - ETA: 2s - loss: 1.4545 - accuracy: 0.4911
69/1563 [>.............................] - ETA: 2s - loss: 1.4586 - accuracy: 0.4837
103/1563 [>.............................] - ETA: 2s - loss: 1.4407 - accuracy: 0.4891
138/1563 [=>............................] - ETA: 2s - loss: 1.4347 - accuracy: 0.4925
172/1563 [==>...........................] - ETA: 2s - loss: 1.4341 - accuracy: 0.4911
206/1563 [==>...........................] - ETA: 2s - loss: 1.4339 - accuracy: 0.4923
240/1563 [===>..........................] - ETA: 1s - loss: 1.4359 - accuracy: 0.4909
275/1563 [====>.........................] - ETA: 1s - loss: 1.4304 - accuracy: 0.4930
309/1563 [====>.........................] - ETA: 1s - loss: 1.4304 - accuracy: 0.4954
343/1563 [=====>........................] - ETA: 1s - loss: 1.4331 - accuracy: 0.4936
377/1563 [======>.......................] - ETA: 1s - loss: 1.4374 - accuracy: 0.4915
411/1563 [======>.......................] - ETA: 1s - loss: 1.4365 - accuracy: 0.4930
445/1563 [=======>......................] - ETA: 1s - loss: 1.4356 - accuracy: 0.4936
479/1563 [========>.....................] - ETA: 1s - loss: 1.4347 - accuracy: 0.4950
513/1563 [========>.....................] - ETA: 1s - loss: 1.4341 - accuracy: 0.4951
547/1563 [=========>....................] - ETA: 1s - loss: 1.4345 - accuracy: 0.4939
581/1563 [==========>...................] - ETA: 1s - loss: 1.4350 - accuracy: 0.4928
615/1563 [==========>...................] - ETA: 1s - loss: 1.4351 - accuracy: 0.4926
649/1563 [===========>..................] - ETA: 1s - loss: 1.4338 - accuracy: 0.4923
683/1563 [============>.................] - ETA: 1s - loss: 1.4331 - accuracy: 0.4921
717/1563 [============>.................] - ETA: 1s - loss: 1.4340 - accuracy: 0.4922
751/1563 [=============>................] - ETA: 1s - loss: 1.4340 - accuracy: 0.4927
785/1563 [==============>...............] - ETA: 1s - loss: 1.4350 - accuracy: 0.4920
820/1563 [==============>...............] - ETA: 1s - loss: 1.4365 - accuracy: 0.4919
854/1563 [===============>..............] - ETA: 1s - loss: 1.4380 - accuracy: 0.4912
888/1563 [================>.............] - ETA: 1s - loss: 1.4380 - accuracy: 0.4910
921/1563 [================>.............] - ETA: 0s - loss: 1.4373 - accuracy: 0.4912
955/1563 [=================>............] - ETA: 0s - loss: 1.4380 - accuracy: 0.4909
989/1563 [=================>............] - ETA: 0s - loss: 1.4380 - accuracy: 0.4903
1023/1563 [==================>...........] - ETA: 0s - loss: 1.4359 - accuracy: 0.4912
1057/1563 [===================>..........] - ETA: 0s - loss: 1.4358 - accuracy: 0.4914
1091/1563 [===================>..........] - ETA: 0s - loss: 1.4363 - accuracy: 0.4911
1125/1563 [====================>.........] - ETA: 0s - loss: 1.4351 - accuracy: 0.4914
1159/1563 [=====================>........] - ETA: 0s - loss: 1.4339 - accuracy: 0.4920
1193/1563 [=====================>........] - ETA: 0s - loss: 1.4337 - accuracy: 0.4925
1227/1563 [======================>.......] - ETA: 0s - loss: 1.4328 - accuracy: 0.4924
1261/1563 [=======================>......] - ETA: 0s - loss: 1.4327 - accuracy: 0.4930
1295/1563 [=======================>......] - ETA: 0s - loss: 1.4339 - accuracy: 0.4930
1329/1563 [========================>.....] - ETA: 0s - loss: 1.4331 - accuracy: 0.4932
1363/1563 [=========================>....] - ETA: 0s - loss: 1.4331 - accuracy: 0.4938
1397/1563 [=========================>....] - ETA: 0s - loss: 1.4328 - accuracy: 0.4938
1431/1563 [==========================>...] - ETA: 0s - loss: 1.4329 - accuracy: 0.4939
1465/1563 [===========================>..] - ETA: 0s - loss: 1.4318 - accuracy: 0.4940
1499/1563 [===========================>..] - ETA: 0s - loss: 1.4331 - accuracy: 0.4939
1533/1563 [============================>.] - ETA: 0s - loss: 1.4331 - accuracy: 0.4940
1563/1563 [==============================] - 2s 1ms/step - loss: 1.4334 - accuracy: 0.4945
Epoch 6/10
1/1563 [..............................] - ETA: 2s - loss: 1.4242 - accuracy: 0.5000
35/1563 [..............................] - ETA: 2s - loss: 1.3831 - accuracy: 0.5170
69/1563 [>.............................] - ETA: 2s - loss: 1.3936 - accuracy: 0.5149
103/1563 [>.............................] - ETA: 2s - loss: 1.3900 - accuracy: 0.5133
137/1563 [=>............................] - ETA: 2s - loss: 1.3862 - accuracy: 0.5164
171/1563 [==>...........................] - ETA: 2s - loss: 1.3998 - accuracy: 0.5111
205/1563 [==>...........................] - ETA: 2s - loss: 1.4019 - accuracy: 0.5091
239/1563 [===>..........................] - ETA: 1s - loss: 1.3946 - accuracy: 0.5110
273/1563 [====>.........................] - ETA: 1s - loss: 1.3957 - accuracy: 0.5101
307/1563 [====>.........................] - ETA: 1s - loss: 1.3924 - accuracy: 0.5127
341/1563 [=====>........................] - ETA: 1s - loss: 1.3986 - accuracy: 0.5092
375/1563 [======>.......................] - ETA: 1s - loss: 1.3974 - accuracy: 0.5094
409/1563 [======>.......................] - ETA: 1s - loss: 1.3950 - accuracy: 0.5104
443/1563 [=======>......................] - ETA: 1s - loss: 1.3944 - accuracy: 0.5102
477/1563 [========>.....................] - ETA: 1s - loss: 1.3920 - accuracy: 0.5112
511/1563 [========>.....................] - ETA: 1s - loss: 1.3932 - accuracy: 0.5095
545/1563 [=========>....................] - ETA: 1s - loss: 1.3933 - accuracy: 0.5093
579/1563 [==========>...................] - ETA: 1s - loss: 1.3911 - accuracy: 0.5101
613/1563 [==========>...................] - ETA: 1s - loss: 1.3888 - accuracy: 0.5112
647/1563 [===========>..................] - ETA: 1s - loss: 1.3895 - accuracy: 0.5113
681/1563 [============>.................] - ETA: 1s - loss: 1.3875 - accuracy: 0.5119
715/1563 [============>.................] - ETA: 1s - loss: 1.3870 - accuracy: 0.5118
749/1563 [=============>................] - ETA: 1s - loss: 1.3878 - accuracy: 0.5113
783/1563 [==============>...............] - ETA: 1s - loss: 1.3880 - accuracy: 0.5116
817/1563 [==============>...............] - ETA: 1s - loss: 1.3905 - accuracy: 0.5109
851/1563 [===============>..............] - ETA: 1s - loss: 1.3917 - accuracy: 0.5105
885/1563 [===============>..............] - ETA: 1s - loss: 1.3922 - accuracy: 0.5109
919/1563 [================>.............] - ETA: 0s - loss: 1.3915 - accuracy: 0.5109
953/1563 [=================>............] - ETA: 0s - loss: 1.3922 - accuracy: 0.5108
986/1563 [=================>............] - ETA: 0s - loss: 1.3912 - accuracy: 0.5114
1019/1563 [==================>...........] - ETA: 0s - loss: 1.3911 - accuracy: 0.5114
1053/1563 [===================>..........] - ETA: 0s - loss: 1.3913 - accuracy: 0.5119
1087/1563 [===================>..........] - ETA: 0s - loss: 1.3903 - accuracy: 0.5126
1121/1563 [====================>.........] - ETA: 0s - loss: 1.3876 - accuracy: 0.5132
1155/1563 [=====================>........] - ETA: 0s - loss: 1.3869 - accuracy: 0.5135
1189/1563 [=====================>........] - ETA: 0s - loss: 1.3874 - accuracy: 0.5134
1222/1563 [======================>.......] - ETA: 0s - loss: 1.3876 - accuracy: 0.5130
1255/1563 [=======================>......] - ETA: 0s - loss: 1.3887 - accuracy: 0.5127
1288/1563 [=======================>......] - ETA: 0s - loss: 1.3884 - accuracy: 0.5128
1321/1563 [========================>.....] - ETA: 0s - loss: 1.3889 - accuracy: 0.5122
1355/1563 [=========================>....] - ETA: 0s - loss: 1.3885 - accuracy: 0.5120
1389/1563 [=========================>....] - ETA: 0s - loss: 1.3893 - accuracy: 0.5119
1423/1563 [==========================>...] - ETA: 0s - loss: 1.3898 - accuracy: 0.5119
1456/1563 [==========================>...] - ETA: 0s - loss: 1.3887 - accuracy: 0.5123
1489/1563 [===========================>..] - ETA: 0s - loss: 1.3892 - accuracy: 0.5123
1522/1563 [============================>.] - ETA: 0s - loss: 1.3895 - accuracy: 0.5122
1555/1563 [============================>.] - ETA: 0s - loss: 1.3903 - accuracy: 0.5121
1563/1563 [==============================] - 2s 2ms/step - loss: 1.3905 - accuracy: 0.5120
Epoch 7/10
1/1563 [..............................] - ETA: 2s - loss: 1.2927 - accuracy: 0.5625
34/1563 [..............................] - ETA: 2s - loss: 1.3803 - accuracy: 0.5028
67/1563 [>.............................] - ETA: 2s - loss: 1.3757 - accuracy: 0.5103
100/1563 [>.............................] - ETA: 2s - loss: 1.3776 - accuracy: 0.5056
133/1563 [=>............................] - ETA: 2s - loss: 1.3824 - accuracy: 0.5082
166/1563 [==>...........................] - ETA: 2s - loss: 1.3700 - accuracy: 0.5147
199/1563 [==>...........................] - ETA: 2s - loss: 1.3645 - accuracy: 0.5171
232/1563 [===>..........................] - ETA: 2s - loss: 1.3653 - accuracy: 0.5179
266/1563 [====>.........................] - ETA: 1s - loss: 1.3632 - accuracy: 0.5219
299/1563 [====>.........................] - ETA: 1s - loss: 1.3611 - accuracy: 0.5230
332/1563 [=====>........................] - ETA: 1s - loss: 1.3579 - accuracy: 0.5241
365/1563 [======>.......................] - ETA: 1s - loss: 1.3553 - accuracy: 0.5259
398/1563 [======>.......................] - ETA: 1s - loss: 1.3562 - accuracy: 0.5244
432/1563 [=======>......................] - ETA: 1s - loss: 1.3557 - accuracy: 0.5251
466/1563 [=======>......................] - ETA: 1s - loss: 1.3546 - accuracy: 0.5245
500/1563 [========>.....................] - ETA: 1s - loss: 1.3552 - accuracy: 0.5240
534/1563 [=========>....................] - ETA: 1s - loss: 1.3567 - accuracy: 0.5247
567/1563 [=========>....................] - ETA: 1s - loss: 1.3544 - accuracy: 0.5245
600/1563 [==========>...................] - ETA: 1s - loss: 1.3565 - accuracy: 0.5228
634/1563 [===========>..................] - ETA: 1s - loss: 1.3549 - accuracy: 0.5229
668/1563 [===========>..................] - ETA: 1s - loss: 1.3565 - accuracy: 0.5229
701/1563 [============>.................] - ETA: 1s - loss: 1.3581 - accuracy: 0.5227
735/1563 [=============>................] - ETA: 1s - loss: 1.3573 - accuracy: 0.5239
769/1563 [=============>................] - ETA: 1s - loss: 1.3589 - accuracy: 0.5233
803/1563 [==============>...............] - ETA: 1s - loss: 1.3574 - accuracy: 0.5234
837/1563 [===============>..............] - ETA: 1s - loss: 1.3590 - accuracy: 0.5226
870/1563 [===============>..............] - ETA: 1s - loss: 1.3599 - accuracy: 0.5221
903/1563 [================>.............] - ETA: 1s - loss: 1.3591 - accuracy: 0.5229
937/1563 [================>.............] - ETA: 0s - loss: 1.3589 - accuracy: 0.5226
970/1563 [=================>............] - ETA: 0s - loss: 1.3588 - accuracy: 0.5226
1003/1563 [==================>...........] - ETA: 0s - loss: 1.3592 - accuracy: 0.5223
1036/1563 [==================>...........] - ETA: 0s - loss: 1.3581 - accuracy: 0.5230
1069/1563 [===================>..........] - ETA: 0s - loss: 1.3583 - accuracy: 0.5232
1102/1563 [====================>.........] - ETA: 0s - loss: 1.3580 - accuracy: 0.5231
1136/1563 [====================>.........] - ETA: 0s - loss: 1.3574 - accuracy: 0.5230
1169/1563 [=====================>........] - ETA: 0s - loss: 1.3568 - accuracy: 0.5232
1202/1563 [======================>.......] - ETA: 0s - loss: 1.3548 - accuracy: 0.5237
1235/1563 [======================>.......] - ETA: 0s - loss: 1.3551 - accuracy: 0.5238
1268/1563 [=======================>......] - ETA: 0s - loss: 1.3547 - accuracy: 0.5240
1302/1563 [=======================>......] - ETA: 0s - loss: 1.3528 - accuracy: 0.5242
1335/1563 [========================>.....] - ETA: 0s - loss: 1.3520 - accuracy: 0.5246
1369/1563 [=========================>....] - ETA: 0s - loss: 1.3529 - accuracy: 0.5242
1402/1563 [=========================>....] - ETA: 0s - loss: 1.3523 - accuracy: 0.5237
1435/1563 [==========================>...] - ETA: 0s - loss: 1.3522 - accuracy: 0.5233
1469/1563 [===========================>..] - ETA: 0s - loss: 1.3508 - accuracy: 0.5240
1502/1563 [===========================>..] - ETA: 0s - loss: 1.3524 - accuracy: 0.5233
1535/1563 [============================>.] - ETA: 0s - loss: 1.3524 - accuracy: 0.5236
1563/1563 [==============================] - 2s 2ms/step - loss: 1.3530 - accuracy: 0.5236
Epoch 8/10
1/1563 [..............................] - ETA: 2s - loss: 1.3159 - accuracy: 0.4375
34/1563 [..............................] - ETA: 2s - loss: 1.3099 - accuracy: 0.5368
68/1563 [>.............................] - ETA: 2s - loss: 1.2820 - accuracy: 0.5460
102/1563 [>.............................] - ETA: 2s - loss: 1.3118 - accuracy: 0.5386
136/1563 [=>............................] - ETA: 2s - loss: 1.3065 - accuracy: 0.5439
170/1563 [==>...........................] - ETA: 2s - loss: 1.3108 - accuracy: 0.5441
204/1563 [==>...........................] - ETA: 2s - loss: 1.3086 - accuracy: 0.5437
238/1563 [===>..........................] - ETA: 1s - loss: 1.3043 - accuracy: 0.5432
272/1563 [====>.........................] - ETA: 1s - loss: 1.3043 - accuracy: 0.5424
306/1563 [====>.........................] - ETA: 1s - loss: 1.3089 - accuracy: 0.5413
340/1563 [=====>........................] - ETA: 1s - loss: 1.3083 - accuracy: 0.5414
374/1563 [======>.......................] - ETA: 1s - loss: 1.3099 - accuracy: 0.5415
408/1563 [======>.......................] - ETA: 1s - loss: 1.3079 - accuracy: 0.5420
442/1563 [=======>......................] - ETA: 1s - loss: 1.3059 - accuracy: 0.5437
476/1563 [========>.....................] - ETA: 1s - loss: 1.3085 - accuracy: 0.5424
510/1563 [========>.....................] - ETA: 1s - loss: 1.3063 - accuracy: 0.5409
544/1563 [=========>....................] - ETA: 1s - loss: 1.3079 - accuracy: 0.5407
578/1563 [==========>...................] - ETA: 1s - loss: 1.3108 - accuracy: 0.5396
612/1563 [==========>...................] - ETA: 1s - loss: 1.3119 - accuracy: 0.5399
646/1563 [===========>..................] - ETA: 1s - loss: 1.3127 - accuracy: 0.5386
680/1563 [============>.................] - ETA: 1s - loss: 1.3109 - accuracy: 0.5393
714/1563 [============>.................] - ETA: 1s - loss: 1.3109 - accuracy: 0.5390
748/1563 [=============>................] - ETA: 1s - loss: 1.3120 - accuracy: 0.5388
782/1563 [==============>...............] - ETA: 1s - loss: 1.3151 - accuracy: 0.5376
816/1563 [==============>...............] - ETA: 1s - loss: 1.3144 - accuracy: 0.5381
850/1563 [===============>..............] - ETA: 1s - loss: 1.3150 - accuracy: 0.5379
884/1563 [===============>..............] - ETA: 1s - loss: 1.3133 - accuracy: 0.5384
918/1563 [================>.............] - ETA: 0s - loss: 1.3135 - accuracy: 0.5385
952/1563 [=================>............] - ETA: 0s - loss: 1.3149 - accuracy: 0.5383
986/1563 [=================>............] - ETA: 0s - loss: 1.3123 - accuracy: 0.5396
1020/1563 [==================>...........] - ETA: 0s - loss: 1.3103 - accuracy: 0.5396
1054/1563 [===================>..........] - ETA: 0s - loss: 1.3108 - accuracy: 0.5398
1089/1563 [===================>..........] - ETA: 0s - loss: 1.3100 - accuracy: 0.5401
1123/1563 [====================>.........] - ETA: 0s - loss: 1.3082 - accuracy: 0.5407
1157/1563 [=====================>........] - ETA: 0s - loss: 1.3067 - accuracy: 0.5408
1191/1563 [=====================>........] - ETA: 0s - loss: 1.3084 - accuracy: 0.5405
1225/1563 [======================>.......] - ETA: 0s - loss: 1.3090 - accuracy: 0.5399
1259/1563 [=======================>......] - ETA: 0s - loss: 1.3086 - accuracy: 0.5397
1293/1563 [=======================>......] - ETA: 0s - loss: 1.3096 - accuracy: 0.5398
1327/1563 [========================>.....] - ETA: 0s - loss: 1.3103 - accuracy: 0.5395
1361/1563 [=========================>....] - ETA: 0s - loss: 1.3111 - accuracy: 0.5392
1396/1563 [=========================>....] - ETA: 0s - loss: 1.3105 - accuracy: 0.5393
1430/1563 [==========================>...] - ETA: 0s - loss: 1.3122 - accuracy: 0.5387
1464/1563 [===========================>..] - ETA: 0s - loss: 1.3132 - accuracy: 0.5382
1498/1563 [===========================>..] - ETA: 0s - loss: 1.3139 - accuracy: 0.5376
1532/1563 [============================>.] - ETA: 0s - loss: 1.3148 - accuracy: 0.5373
1563/1563 [==============================] - 2s 1ms/step - loss: 1.3152 - accuracy: 0.5371
Epoch 9/10
1/1563 [..............................] - ETA: 2s - loss: 1.3916 - accuracy: 0.4688
35/1563 [..............................] - ETA: 2s - loss: 1.3038 - accuracy: 0.5357
69/1563 [>.............................] - ETA: 2s - loss: 1.2850 - accuracy: 0.5539
104/1563 [>.............................] - ETA: 2s - loss: 1.2858 - accuracy: 0.5478
138/1563 [=>............................] - ETA: 2s - loss: 1.2731 - accuracy: 0.5485
172/1563 [==>...........................] - ETA: 2s - loss: 1.2816 - accuracy: 0.5487
206/1563 [==>...........................] - ETA: 2s - loss: 1.2739 - accuracy: 0.5522
240/1563 [===>..........................] - ETA: 1s - loss: 1.2738 - accuracy: 0.5520
274/1563 [====>.........................] - ETA: 1s - loss: 1.2720 - accuracy: 0.5519
308/1563 [====>.........................] - ETA: 1s - loss: 1.2721 - accuracy: 0.5511
342/1563 [=====>........................] - ETA: 1s - loss: 1.2776 - accuracy: 0.5486
376/1563 [======>.......................] - ETA: 1s - loss: 1.2798 - accuracy: 0.5493
410/1563 [======>.......................] - ETA: 1s - loss: 1.2824 - accuracy: 0.5486
444/1563 [=======>......................] - ETA: 1s - loss: 1.2843 - accuracy: 0.5479
478/1563 [========>.....................] - ETA: 1s - loss: 1.2869 - accuracy: 0.5477
512/1563 [========>.....................] - ETA: 1s - loss: 1.2859 - accuracy: 0.5475
546/1563 [=========>....................] - ETA: 1s - loss: 1.2848 - accuracy: 0.5465
580/1563 [==========>...................] - ETA: 1s - loss: 1.2811 - accuracy: 0.5481
614/1563 [==========>...................] - ETA: 1s - loss: 1.2824 - accuracy: 0.5477
648/1563 [===========>..................] - ETA: 1s - loss: 1.2829 - accuracy: 0.5485
682/1563 [============>.................] - ETA: 1s - loss: 1.2838 - accuracy: 0.5491
717/1563 [============>.................] - ETA: 1s - loss: 1.2834 - accuracy: 0.5489
751/1563 [=============>................] - ETA: 1s - loss: 1.2814 - accuracy: 0.5494
786/1563 [==============>...............] - ETA: 1s - loss: 1.2814 - accuracy: 0.5495
820/1563 [==============>...............] - ETA: 1s - loss: 1.2798 - accuracy: 0.5505
854/1563 [===============>..............] - ETA: 1s - loss: 1.2797 - accuracy: 0.5508
888/1563 [================>.............] - ETA: 1s - loss: 1.2807 - accuracy: 0.5509
922/1563 [================>.............] - ETA: 0s - loss: 1.2831 - accuracy: 0.5502
956/1563 [=================>............] - ETA: 0s - loss: 1.2823 - accuracy: 0.5507
990/1563 [==================>...........] - ETA: 0s - loss: 1.2823 - accuracy: 0.5508
1024/1563 [==================>...........] - ETA: 0s - loss: 1.2802 - accuracy: 0.5519
1058/1563 [===================>..........] - ETA: 0s - loss: 1.2801 - accuracy: 0.5517
1092/1563 [===================>..........] - ETA: 0s - loss: 1.2794 - accuracy: 0.5524
1126/1563 [====================>.........] - ETA: 0s - loss: 1.2808 - accuracy: 0.5513
1160/1563 [=====================>........] - ETA: 0s - loss: 1.2803 - accuracy: 0.5512
1194/1563 [=====================>........] - ETA: 0s - loss: 1.2805 - accuracy: 0.5513
1228/1563 [======================>.......] - ETA: 0s - loss: 1.2819 - accuracy: 0.5504
1262/1563 [=======================>......] - ETA: 0s - loss: 1.2818 - accuracy: 0.5504
1296/1563 [=======================>......] - ETA: 0s - loss: 1.2822 - accuracy: 0.5510
1330/1563 [========================>.....] - ETA: 0s - loss: 1.2826 - accuracy: 0.5510
1364/1563 [=========================>....] - ETA: 0s - loss: 1.2834 - accuracy: 0.5508
1399/1563 [=========================>....] - ETA: 0s - loss: 1.2846 - accuracy: 0.5506
1433/1563 [==========================>...] - ETA: 0s - loss: 1.2846 - accuracy: 0.5506
1467/1563 [===========================>..] - ETA: 0s - loss: 1.2848 - accuracy: 0.5506
1501/1563 [===========================>..] - ETA: 0s - loss: 1.2855 - accuracy: 0.5504
1535/1563 [============================>.] - ETA: 0s - loss: 1.2851 - accuracy: 0.5503
1563/1563 [==============================] - 2s 1ms/step - loss: 1.2840 - accuracy: 0.5511
Epoch 10/10
1/1563 [..............................] - ETA: 2s - loss: 1.2404 - accuracy: 0.4688
35/1563 [..............................] - ETA: 2s - loss: 1.2566 - accuracy: 0.5562
69/1563 [>.............................] - ETA: 2s - loss: 1.2467 - accuracy: 0.5666
103/1563 [>.............................] - ETA: 2s - loss: 1.2445 - accuracy: 0.5719
137/1563 [=>............................] - ETA: 2s - loss: 1.2324 - accuracy: 0.5714
171/1563 [==>...........................] - ETA: 2s - loss: 1.2358 - accuracy: 0.5694
205/1563 [==>...........................] - ETA: 2s - loss: 1.2439 - accuracy: 0.5654
239/1563 [===>..........................] - ETA: 1s - loss: 1.2413 - accuracy: 0.5666
273/1563 [====>.........................] - ETA: 1s - loss: 1.2507 - accuracy: 0.5617
306/1563 [====>.........................] - ETA: 1s - loss: 1.2480 - accuracy: 0.5627
340/1563 [=====>........................] - ETA: 1s - loss: 1.2501 - accuracy: 0.5620
374/1563 [======>.......................] - ETA: 1s - loss: 1.2526 - accuracy: 0.5605
408/1563 [======>.......................] - ETA: 1s - loss: 1.2508 - accuracy: 0.5614
442/1563 [=======>......................] - ETA: 1s - loss: 1.2498 - accuracy: 0.5613
476/1563 [========>.....................] - ETA: 1s - loss: 1.2525 - accuracy: 0.5596
510/1563 [========>.....................] - ETA: 1s - loss: 1.2547 - accuracy: 0.5586
544/1563 [=========>....................] - ETA: 1s - loss: 1.2549 - accuracy: 0.5587
578/1563 [==========>...................] - ETA: 1s - loss: 1.2572 - accuracy: 0.5577
612/1563 [==========>...................] - ETA: 1s - loss: 1.2543 - accuracy: 0.5587
646/1563 [===========>..................] - ETA: 1s - loss: 1.2492 - accuracy: 0.5609
680/1563 [============>.................] - ETA: 1s - loss: 1.2488 - accuracy: 0.5616
714/1563 [============>.................] - ETA: 1s - loss: 1.2498 - accuracy: 0.5604
748/1563 [=============>................] - ETA: 1s - loss: 1.2495 - accuracy: 0.5603
782/1563 [==============>...............] - ETA: 1s - loss: 1.2474 - accuracy: 0.5613
816/1563 [==============>...............] - ETA: 1s - loss: 1.2494 - accuracy: 0.5608
850/1563 [===============>..............] - ETA: 1s - loss: 1.2508 - accuracy: 0.5602
884/1563 [===============>..............] - ETA: 1s - loss: 1.2507 - accuracy: 0.5604
918/1563 [================>.............] - ETA: 0s - loss: 1.2496 - accuracy: 0.5607
951/1563 [=================>............] - ETA: 0s - loss: 1.2480 - accuracy: 0.5612
985/1563 [=================>............] - ETA: 0s - loss: 1.2489 - accuracy: 0.5612
1019/1563 [==================>...........] - ETA: 0s - loss: 1.2494 - accuracy: 0.5611
1053/1563 [===================>..........] - ETA: 0s - loss: 1.2491 - accuracy: 0.5613
1087/1563 [===================>..........] - ETA: 0s - loss: 1.2494 - accuracy: 0.5611
1121/1563 [====================>.........] - ETA: 0s - loss: 1.2498 - accuracy: 0.5613
1155/1563 [=====================>........] - ETA: 0s - loss: 1.2513 - accuracy: 0.5607
1189/1563 [=====================>........] - ETA: 0s - loss: 1.2504 - accuracy: 0.5609
1223/1563 [======================>.......] - ETA: 0s - loss: 1.2504 - accuracy: 0.5611
1257/1563 [=======================>......] - ETA: 0s - loss: 1.2508 - accuracy: 0.5606
1291/1563 [=======================>......] - ETA: 0s - loss: 1.2495 - accuracy: 0.5611
1325/1563 [========================>.....] - ETA: 0s - loss: 1.2494 - accuracy: 0.5606
1359/1563 [=========================>....] - ETA: 0s - loss: 1.2496 - accuracy: 0.5603
1393/1563 [=========================>....] - ETA: 0s - loss: 1.2498 - accuracy: 0.5601
1427/1563 [==========================>...] - ETA: 0s - loss: 1.2499 - accuracy: 0.5602
1461/1563 [===========================>..] - ETA: 0s - loss: 1.2500 - accuracy: 0.5596
1495/1563 [===========================>..] - ETA: 0s - loss: 1.2501 - accuracy: 0.5596
1529/1563 [============================>.] - ETA: 0s - loss: 1.2511 - accuracy: 0.5592
1563/1563 [==============================] - ETA: 0s - loss: 1.2512 - accuracy: 0.5593
1563/1563 [==============================] - 2s 1ms/step - loss: 1.2512 - accuracy: 0.5593
Model: "sequential"
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
flatten (Flatten) (None, 3072) 0
dense (Dense) (None, 3000) 9219000
dense_1 (Dense) (None, 1000) 3001000
dense_2 (Dense) (None, 10) 10010
=================================================================
Total params: 12,230,010
Trainable params: 12,230,010
Non-trainable params: 0
_________________________________________________________________
None
wall time seconds (without loading test data set)= 40.27476119995117
hydro08
[SSH] completed
[SSH] exit-status: 0
[workspace] $ /bin/sh -xe /tmp/jenkins11547289647025373478.sh
+ scp 'HYDRO_REMOTE:~svchydrojenkins/python/tensorflow_time.txt' /var/lib/jenkins/jobs/tensorflow/workspace
Recording plot data
Saving plot series data from: /var/lib/jenkins/jobs/tensorflow/workspace/tensorflow_time.txt
Finished: SUCCESS
![[Jenkins]](/static/755cd4af/images/svgs/logo.svg){kind=logo}
