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 85045 queued and waiting for resources
srun: job 85045 has been allocated resources
2024-10-16 07:43:07.564475: 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.
2024-10-16 07:43:31.734177: 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
2024-10-16 07:44:05.938854: 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
2024-10-16 07:44:05.939488: 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
2024-10-16 07:44:05.939498: 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.
2024-10-16 07:45:01.564251: 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.
2024-10-16 07:45:03.863184: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1616] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 79148 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
2024-10-16 07:45:11.745690: 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: 1:55:13 - loss: 2.4336 - accuracy: 0.0000e+00
33/1563 [..............................] - ETA: 2s - loss: 2.2761 - accuracy: 0.1373
66/1563 [>.............................] - ETA: 2s - loss: 2.2001 - accuracy: 0.1804
99/1563 [>.............................] - ETA: 2s - loss: 2.1336 - accuracy: 0.2140
132/1563 [=>............................] - ETA: 2s - loss: 2.1083 - accuracy: 0.2242
165/1563 [==>...........................] - ETA: 2s - loss: 2.0874 - accuracy: 0.2348
198/1563 [==>...........................] - ETA: 2s - loss: 2.0678 - accuracy: 0.2440
232/1563 [===>..........................] - ETA: 2s - loss: 2.0487 - accuracy: 0.2544
266/1563 [====>.........................] - ETA: 1s - loss: 2.0344 - accuracy: 0.2592
300/1563 [====>.........................] - ETA: 1s - loss: 2.0172 - accuracy: 0.2676
334/1563 [=====>........................] - ETA: 1s - loss: 2.0057 - accuracy: 0.2725
367/1563 [======>.......................] - ETA: 1s - loss: 1.9934 - accuracy: 0.2779
401/1563 [======>.......................] - ETA: 1s - loss: 1.9847 - accuracy: 0.2830
435/1563 [=======>......................] - ETA: 1s - loss: 1.9723 - accuracy: 0.2881
469/1563 [========>.....................] - ETA: 1s - loss: 1.9589 - accuracy: 0.2924
503/1563 [========>.....................] - ETA: 1s - loss: 1.9525 - accuracy: 0.2962
537/1563 [=========>....................] - ETA: 1s - loss: 1.9429 - accuracy: 0.3000
571/1563 [=========>....................] - ETA: 1s - loss: 1.9334 - accuracy: 0.3034
605/1563 [==========>...................] - ETA: 1s - loss: 1.9257 - accuracy: 0.3081
639/1563 [===========>..................] - ETA: 1s - loss: 1.9204 - accuracy: 0.3110
673/1563 [===========>..................] - ETA: 1s - loss: 1.9142 - accuracy: 0.3135
707/1563 [============>.................] - ETA: 1s - loss: 1.9077 - accuracy: 0.3156
741/1563 [=============>................] - ETA: 1s - loss: 1.9034 - accuracy: 0.3179
774/1563 [=============>................] - ETA: 1s - loss: 1.8983 - accuracy: 0.3191
808/1563 [==============>...............] - ETA: 1s - loss: 1.8943 - accuracy: 0.3210
841/1563 [===============>..............] - ETA: 1s - loss: 1.8901 - accuracy: 0.3228
875/1563 [===============>..............] - ETA: 1s - loss: 1.8849 - accuracy: 0.3247
909/1563 [================>.............] - ETA: 0s - loss: 1.8782 - accuracy: 0.3276
942/1563 [=================>............] - ETA: 0s - loss: 1.8749 - accuracy: 0.3292
975/1563 [=================>............] - ETA: 0s - loss: 1.8718 - accuracy: 0.3302
1008/1563 [==================>...........] - ETA: 0s - loss: 1.8688 - accuracy: 0.3318
1041/1563 [==================>...........] - ETA: 0s - loss: 1.8659 - accuracy: 0.3330
1074/1563 [===================>..........] - ETA: 0s - loss: 1.8620 - accuracy: 0.3342
1108/1563 [====================>.........] - ETA: 0s - loss: 1.8573 - accuracy: 0.3362
1142/1563 [====================>.........] - ETA: 0s - loss: 1.8533 - accuracy: 0.3379
1176/1563 [=====================>........] - ETA: 0s - loss: 1.8490 - accuracy: 0.3397
1210/1563 [======================>.......] - ETA: 0s - loss: 1.8456 - accuracy: 0.3407
1244/1563 [======================>.......] - ETA: 0s - loss: 1.8424 - accuracy: 0.3423
1279/1563 [=======================>......] - ETA: 0s - loss: 1.8387 - accuracy: 0.3434
1313/1563 [========================>.....] - ETA: 0s - loss: 1.8342 - accuracy: 0.3453
1347/1563 [========================>.....] - ETA: 0s - loss: 1.8301 - accuracy: 0.3467
1381/1563 [=========================>....] - ETA: 0s - loss: 1.8272 - accuracy: 0.3480
1415/1563 [==========================>...] - ETA: 0s - loss: 1.8236 - accuracy: 0.3492
1449/1563 [==========================>...] - ETA: 0s - loss: 1.8210 - accuracy: 0.3499
1483/1563 [===========================>..] - ETA: 0s - loss: 1.8174 - accuracy: 0.3513
1517/1563 [============================>.] - ETA: 0s - loss: 1.8146 - accuracy: 0.3524
1551/1563 [============================>.] - ETA: 0s - loss: 1.8113 - accuracy: 0.3534
1563/1563 [==============================] - 7s 2ms/step - loss: 1.8108 - accuracy: 0.3535
Epoch 2/10
1/1563 [..............................] - ETA: 2s - loss: 1.8489 - accuracy: 0.4062
34/1563 [..............................] - ETA: 2s - loss: 1.7336 - accuracy: 0.4026
68/1563 [>.............................] - ETA: 2s - loss: 1.6968 - accuracy: 0.4090
101/1563 [>.............................] - ETA: 2s - loss: 1.6898 - accuracy: 0.4118
135/1563 [=>............................] - ETA: 2s - loss: 1.6813 - accuracy: 0.4116
168/1563 [==>...........................] - ETA: 2s - loss: 1.6726 - accuracy: 0.4115
201/1563 [==>...........................] - ETA: 2s - loss: 1.6712 - accuracy: 0.4114
234/1563 [===>..........................] - ETA: 2s - loss: 1.6678 - accuracy: 0.4116
267/1563 [====>.........................] - ETA: 1s - loss: 1.6685 - accuracy: 0.4125
300/1563 [====>.........................] - ETA: 1s - loss: 1.6665 - accuracy: 0.4142
333/1563 [=====>........................] - ETA: 1s - loss: 1.6646 - accuracy: 0.4139
367/1563 [======>.......................] - ETA: 1s - loss: 1.6610 - accuracy: 0.4144
401/1563 [======>.......................] - ETA: 1s - loss: 1.6623 - accuracy: 0.4144
434/1563 [=======>......................] - ETA: 1s - loss: 1.6639 - accuracy: 0.4140
467/1563 [=======>......................] - ETA: 1s - loss: 1.6667 - accuracy: 0.4127
501/1563 [========>.....................] - ETA: 1s - loss: 1.6631 - accuracy: 0.4151
534/1563 [=========>....................] - ETA: 1s - loss: 1.6593 - accuracy: 0.4161
567/1563 [=========>....................] - ETA: 1s - loss: 1.6564 - accuracy: 0.4166
600/1563 [==========>...................] - ETA: 1s - loss: 1.6550 - accuracy: 0.4165
633/1563 [===========>..................] - ETA: 1s - loss: 1.6541 - accuracy: 0.4170
666/1563 [===========>..................] - ETA: 1s - loss: 1.6541 - accuracy: 0.4169
700/1563 [============>.................] - ETA: 1s - loss: 1.6536 - accuracy: 0.4172
734/1563 [=============>................] - ETA: 1s - loss: 1.6519 - accuracy: 0.4189
767/1563 [=============>................] - ETA: 1s - loss: 1.6488 - accuracy: 0.4201
800/1563 [==============>...............] - ETA: 1s - loss: 1.6489 - accuracy: 0.4208
833/1563 [==============>...............] - ETA: 1s - loss: 1.6457 - accuracy: 0.4215
866/1563 [===============>..............] - ETA: 1s - loss: 1.6456 - accuracy: 0.4213
898/1563 [================>.............] - ETA: 1s - loss: 1.6444 - accuracy: 0.4217
931/1563 [================>.............] - ETA: 0s - loss: 1.6422 - accuracy: 0.4229
965/1563 [=================>............] - ETA: 0s - loss: 1.6432 - accuracy: 0.4223
999/1563 [==================>...........] - ETA: 0s - loss: 1.6413 - accuracy: 0.4230
1032/1563 [==================>...........] - ETA: 0s - loss: 1.6391 - accuracy: 0.4241
1065/1563 [===================>..........] - ETA: 0s - loss: 1.6379 - accuracy: 0.4244
1098/1563 [====================>.........] - ETA: 0s - loss: 1.6360 - accuracy: 0.4247
1131/1563 [====================>.........] - ETA: 0s - loss: 1.6367 - accuracy: 0.4246
1164/1563 [=====================>........] - ETA: 0s - loss: 1.6364 - accuracy: 0.4241
1197/1563 [=====================>........] - ETA: 0s - loss: 1.6357 - accuracy: 0.4243
1230/1563 [======================>.......] - ETA: 0s - loss: 1.6344 - accuracy: 0.4247
1263/1563 [=======================>......] - ETA: 0s - loss: 1.6334 - accuracy: 0.4247
1297/1563 [=======================>......] - ETA: 0s - loss: 1.6315 - accuracy: 0.4255
1330/1563 [========================>.....] - ETA: 0s - loss: 1.6301 - accuracy: 0.4260
1363/1563 [=========================>....] - ETA: 0s - loss: 1.6294 - accuracy: 0.4263
1396/1563 [=========================>....] - ETA: 0s - loss: 1.6294 - accuracy: 0.4259
1429/1563 [==========================>...] - ETA: 0s - loss: 1.6290 - accuracy: 0.4261
1462/1563 [===========================>..] - ETA: 0s - loss: 1.6273 - accuracy: 0.4271
1495/1563 [===========================>..] - ETA: 0s - loss: 1.6256 - accuracy: 0.4280
1528/1563 [============================>.] - ETA: 0s - loss: 1.6239 - accuracy: 0.4287
1561/1563 [============================>.] - ETA: 0s - loss: 1.6234 - accuracy: 0.4291
1563/1563 [==============================] - 2s 2ms/step - loss: 1.6234 - accuracy: 0.4290
Epoch 3/10
1/1563 [..............................] - ETA: 2s - loss: 1.2755 - accuracy: 0.5625
34/1563 [..............................] - ETA: 2s - loss: 1.6102 - accuracy: 0.4274
68/1563 [>.............................] - ETA: 2s - loss: 1.5869 - accuracy: 0.4403
101/1563 [>.............................] - ETA: 2s - loss: 1.5774 - accuracy: 0.4437
135/1563 [=>............................] - ETA: 2s - loss: 1.5628 - accuracy: 0.4470
169/1563 [==>...........................] - ETA: 2s - loss: 1.5622 - accuracy: 0.4469
203/1563 [==>...........................] - ETA: 2s - loss: 1.5637 - accuracy: 0.4432
236/1563 [===>..........................] - ETA: 2s - loss: 1.5656 - accuracy: 0.4432
269/1563 [====>.........................] - ETA: 1s - loss: 1.5605 - accuracy: 0.4446
302/1563 [====>.........................] - ETA: 1s - loss: 1.5573 - accuracy: 0.4467
335/1563 [=====>........................] - ETA: 1s - loss: 1.5534 - accuracy: 0.4489
368/1563 [======>.......................] - ETA: 1s - loss: 1.5509 - accuracy: 0.4503
401/1563 [======>.......................] - ETA: 1s - loss: 1.5500 - accuracy: 0.4497
434/1563 [=======>......................] - ETA: 1s - loss: 1.5499 - accuracy: 0.4489
468/1563 [=======>......................] - ETA: 1s - loss: 1.5518 - accuracy: 0.4481
502/1563 [========>.....................] - ETA: 1s - loss: 1.5518 - accuracy: 0.4490
536/1563 [=========>....................] - ETA: 1s - loss: 1.5508 - accuracy: 0.4496
569/1563 [=========>....................] - ETA: 1s - loss: 1.5522 - accuracy: 0.4495
603/1563 [==========>...................] - ETA: 1s - loss: 1.5529 - accuracy: 0.4493
637/1563 [===========>..................] - ETA: 1s - loss: 1.5536 - accuracy: 0.4497
671/1563 [===========>..................] - ETA: 1s - loss: 1.5523 - accuracy: 0.4509
705/1563 [============>.................] - ETA: 1s - loss: 1.5513 - accuracy: 0.4511
738/1563 [=============>................] - ETA: 1s - loss: 1.5494 - accuracy: 0.4518
771/1563 [=============>................] - ETA: 1s - loss: 1.5484 - accuracy: 0.4519
805/1563 [==============>...............] - ETA: 1s - loss: 1.5493 - accuracy: 0.4510
839/1563 [===============>..............] - ETA: 1s - loss: 1.5511 - accuracy: 0.4507
873/1563 [===============>..............] - ETA: 1s - loss: 1.5510 - accuracy: 0.4514
906/1563 [================>.............] - ETA: 0s - loss: 1.5514 - accuracy: 0.4506
939/1563 [=================>............] - ETA: 0s - loss: 1.5513 - accuracy: 0.4514
973/1563 [=================>............] - ETA: 0s - loss: 1.5503 - accuracy: 0.4518
1006/1563 [==================>...........] - ETA: 0s - loss: 1.5511 - accuracy: 0.4513
1039/1563 [==================>...........] - ETA: 0s - loss: 1.5509 - accuracy: 0.4516
1072/1563 [===================>..........] - ETA: 0s - loss: 1.5511 - accuracy: 0.4514
1106/1563 [====================>.........] - ETA: 0s - loss: 1.5510 - accuracy: 0.4517
1139/1563 [====================>.........] - ETA: 0s - loss: 1.5497 - accuracy: 0.4522
1173/1563 [=====================>........] - ETA: 0s - loss: 1.5489 - accuracy: 0.4523
1207/1563 [======================>.......] - ETA: 0s - loss: 1.5491 - accuracy: 0.4525
1241/1563 [======================>.......] - ETA: 0s - loss: 1.5481 - accuracy: 0.4531
1275/1563 [=======================>......] - ETA: 0s - loss: 1.5477 - accuracy: 0.4531
1309/1563 [========================>.....] - ETA: 0s - loss: 1.5470 - accuracy: 0.4535
1342/1563 [========================>.....] - ETA: 0s - loss: 1.5465 - accuracy: 0.4535
1376/1563 [=========================>....] - ETA: 0s - loss: 1.5459 - accuracy: 0.4541
1410/1563 [==========================>...] - ETA: 0s - loss: 1.5452 - accuracy: 0.4547
1443/1563 [==========================>...] - ETA: 0s - loss: 1.5446 - accuracy: 0.4548
1477/1563 [===========================>..] - ETA: 0s - loss: 1.5440 - accuracy: 0.4548
1511/1563 [============================>.] - ETA: 0s - loss: 1.5429 - accuracy: 0.4549
1545/1563 [============================>.] - ETA: 0s - loss: 1.5430 - accuracy: 0.4548
1563/1563 [==============================] - 2s 2ms/step - loss: 1.5429 - accuracy: 0.4547
Epoch 4/10
1/1563 [..............................] - ETA: 2s - loss: 1.3192 - accuracy: 0.4375
34/1563 [..............................] - ETA: 2s - loss: 1.4520 - accuracy: 0.4779
68/1563 [>.............................] - ETA: 2s - loss: 1.4835 - accuracy: 0.4724
101/1563 [>.............................] - ETA: 2s - loss: 1.4792 - accuracy: 0.4762
134/1563 [=>............................] - ETA: 2s - loss: 1.4826 - accuracy: 0.4757
168/1563 [==>...........................] - ETA: 2s - loss: 1.4848 - accuracy: 0.4767
201/1563 [==>...........................] - ETA: 2s - loss: 1.4897 - accuracy: 0.4714
234/1563 [===>..........................] - ETA: 2s - loss: 1.4888 - accuracy: 0.4709
268/1563 [====>.........................] - ETA: 1s - loss: 1.4908 - accuracy: 0.4715
301/1563 [====>.........................] - ETA: 1s - loss: 1.4936 - accuracy: 0.4711
335/1563 [=====>........................] - ETA: 1s - loss: 1.4950 - accuracy: 0.4703
368/1563 [======>.......................] - ETA: 1s - loss: 1.4978 - accuracy: 0.4712
401/1563 [======>.......................] - ETA: 1s - loss: 1.5027 - accuracy: 0.4687
435/1563 [=======>......................] - ETA: 1s - loss: 1.4986 - accuracy: 0.4702
469/1563 [========>.....................] - ETA: 1s - loss: 1.4942 - accuracy: 0.4710
502/1563 [========>.....................] - ETA: 1s - loss: 1.4959 - accuracy: 0.4708
535/1563 [=========>....................] - ETA: 1s - loss: 1.4966 - accuracy: 0.4703
569/1563 [=========>....................] - ETA: 1s - loss: 1.4967 - accuracy: 0.4698
603/1563 [==========>...................] - ETA: 1s - loss: 1.4962 - accuracy: 0.4694
637/1563 [===========>..................] - ETA: 1s - loss: 1.4956 - accuracy: 0.4699
670/1563 [===========>..................] - ETA: 1s - loss: 1.4942 - accuracy: 0.4714
703/1563 [============>.................] - ETA: 1s - loss: 1.4946 - accuracy: 0.4705
736/1563 [=============>................] - ETA: 1s - loss: 1.4953 - accuracy: 0.4704
769/1563 [=============>................] - ETA: 1s - loss: 1.4963 - accuracy: 0.4703
803/1563 [==============>...............] - ETA: 1s - loss: 1.4930 - accuracy: 0.4719
836/1563 [===============>..............] - ETA: 1s - loss: 1.4925 - accuracy: 0.4727
869/1563 [===============>..............] - ETA: 1s - loss: 1.4906 - accuracy: 0.4736
902/1563 [================>.............] - ETA: 1s - loss: 1.4898 - accuracy: 0.4737
935/1563 [================>.............] - ETA: 0s - loss: 1.4876 - accuracy: 0.4735
968/1563 [=================>............] - ETA: 0s - loss: 1.4862 - accuracy: 0.4744
1001/1563 [==================>...........] - ETA: 0s - loss: 1.4859 - accuracy: 0.4744
1034/1563 [==================>...........] - ETA: 0s - loss: 1.4873 - accuracy: 0.4742
1067/1563 [===================>..........] - ETA: 0s - loss: 1.4868 - accuracy: 0.4752
1101/1563 [====================>.........] - ETA: 0s - loss: 1.4861 - accuracy: 0.4754
1134/1563 [====================>.........] - ETA: 0s - loss: 1.4869 - accuracy: 0.4748
1168/1563 [=====================>........] - ETA: 0s - loss: 1.4855 - accuracy: 0.4757
1202/1563 [======================>.......] - ETA: 0s - loss: 1.4861 - accuracy: 0.4752
1235/1563 [======================>.......] - ETA: 0s - loss: 1.4863 - accuracy: 0.4755
1268/1563 [=======================>......] - ETA: 0s - loss: 1.4855 - accuracy: 0.4756
1301/1563 [=======================>......] - ETA: 0s - loss: 1.4843 - accuracy: 0.4760
1334/1563 [========================>.....] - ETA: 0s - loss: 1.4835 - accuracy: 0.4760
1368/1563 [=========================>....] - ETA: 0s - loss: 1.4837 - accuracy: 0.4759
1402/1563 [=========================>....] - ETA: 0s - loss: 1.4849 - accuracy: 0.4758
1436/1563 [==========================>...] - ETA: 0s - loss: 1.4853 - accuracy: 0.4757
1470/1563 [===========================>..] - ETA: 0s - loss: 1.4860 - accuracy: 0.4755
1503/1563 [===========================>..] - ETA: 0s - loss: 1.4842 - accuracy: 0.4759
1536/1563 [============================>.] - ETA: 0s - loss: 1.4836 - accuracy: 0.4764
1563/1563 [==============================] - 2s 2ms/step - loss: 1.4839 - accuracy: 0.4761
Epoch 5/10
1/1563 [..............................] - ETA: 2s - loss: 1.3980 - accuracy: 0.5938
34/1563 [..............................] - ETA: 2s - loss: 1.4504 - accuracy: 0.4881
68/1563 [>.............................] - ETA: 2s - loss: 1.4535 - accuracy: 0.4844
101/1563 [>.............................] - ETA: 2s - loss: 1.4738 - accuracy: 0.4774
134/1563 [=>............................] - ETA: 2s - loss: 1.4671 - accuracy: 0.4788
167/1563 [==>...........................] - ETA: 2s - loss: 1.4568 - accuracy: 0.4852
201/1563 [==>...........................] - ETA: 2s - loss: 1.4670 - accuracy: 0.4796
235/1563 [===>..........................] - ETA: 2s - loss: 1.4668 - accuracy: 0.4779
269/1563 [====>.........................] - ETA: 1s - loss: 1.4603 - accuracy: 0.4790
302/1563 [====>.........................] - ETA: 1s - loss: 1.4543 - accuracy: 0.4819
335/1563 [=====>........................] - ETA: 1s - loss: 1.4536 - accuracy: 0.4828
369/1563 [======>.......................] - ETA: 1s - loss: 1.4550 - accuracy: 0.4835
402/1563 [======>.......................] - ETA: 1s - loss: 1.4569 - accuracy: 0.4812
436/1563 [=======>......................] - ETA: 1s - loss: 1.4553 - accuracy: 0.4820
469/1563 [========>.....................] - ETA: 1s - loss: 1.4524 - accuracy: 0.4839
502/1563 [========>.....................] - ETA: 1s - loss: 1.4504 - accuracy: 0.4852
536/1563 [=========>....................] - ETA: 1s - loss: 1.4509 - accuracy: 0.4851
570/1563 [=========>....................] - ETA: 1s - loss: 1.4484 - accuracy: 0.4866
604/1563 [==========>...................] - ETA: 1s - loss: 1.4458 - accuracy: 0.4878
637/1563 [===========>..................] - ETA: 1s - loss: 1.4444 - accuracy: 0.4877
670/1563 [===========>..................] - ETA: 1s - loss: 1.4423 - accuracy: 0.4885
703/1563 [============>.................] - ETA: 1s - loss: 1.4433 - accuracy: 0.4882
736/1563 [=============>................] - ETA: 1s - loss: 1.4425 - accuracy: 0.4887
770/1563 [=============>................] - ETA: 1s - loss: 1.4398 - accuracy: 0.4902
803/1563 [==============>...............] - ETA: 1s - loss: 1.4395 - accuracy: 0.4897
837/1563 [===============>..............] - ETA: 1s - loss: 1.4414 - accuracy: 0.4898
871/1563 [===============>..............] - ETA: 1s - loss: 1.4403 - accuracy: 0.4901
905/1563 [================>.............] - ETA: 0s - loss: 1.4400 - accuracy: 0.4903
939/1563 [=================>............] - ETA: 0s - loss: 1.4399 - accuracy: 0.4909
972/1563 [=================>............] - ETA: 0s - loss: 1.4408 - accuracy: 0.4902
1006/1563 [==================>...........] - ETA: 0s - loss: 1.4410 - accuracy: 0.4900
1040/1563 [==================>...........] - ETA: 0s - loss: 1.4417 - accuracy: 0.4901
1075/1563 [===================>..........] - ETA: 0s - loss: 1.4404 - accuracy: 0.4903
1110/1563 [====================>.........] - ETA: 0s - loss: 1.4392 - accuracy: 0.4911
1145/1563 [====================>.........] - ETA: 0s - loss: 1.4371 - accuracy: 0.4922
1180/1563 [=====================>........] - ETA: 0s - loss: 1.4362 - accuracy: 0.4928
1215/1563 [======================>.......] - ETA: 0s - loss: 1.4362 - accuracy: 0.4925
1250/1563 [======================>.......] - ETA: 0s - loss: 1.4363 - accuracy: 0.4923
1285/1563 [=======================>......] - ETA: 0s - loss: 1.4367 - accuracy: 0.4919
1320/1563 [========================>.....] - ETA: 0s - loss: 1.4367 - accuracy: 0.4920
1355/1563 [=========================>....] - ETA: 0s - loss: 1.4365 - accuracy: 0.4922
1390/1563 [=========================>....] - ETA: 0s - loss: 1.4352 - accuracy: 0.4929
1425/1563 [==========================>...] - ETA: 0s - loss: 1.4331 - accuracy: 0.4936
1461/1563 [===========================>..] - ETA: 0s - loss: 1.4333 - accuracy: 0.4936
1496/1563 [===========================>..] - ETA: 0s - loss: 1.4336 - accuracy: 0.4939
1531/1563 [============================>.] - ETA: 0s - loss: 1.4336 - accuracy: 0.4937
1563/1563 [==============================] - 2s 1ms/step - loss: 1.4333 - accuracy: 0.4940
Epoch 6/10
1/1563 [..............................] - ETA: 2s - loss: 1.4643 - accuracy: 0.4688
36/1563 [..............................] - ETA: 2s - loss: 1.3713 - accuracy: 0.5252
71/1563 [>.............................] - ETA: 2s - loss: 1.3938 - accuracy: 0.5070
105/1563 [=>............................] - ETA: 2s - loss: 1.4125 - accuracy: 0.5033
140/1563 [=>............................] - ETA: 2s - loss: 1.4078 - accuracy: 0.5049
175/1563 [==>...........................] - ETA: 2s - loss: 1.4060 - accuracy: 0.5021
210/1563 [===>..........................] - ETA: 1s - loss: 1.3947 - accuracy: 0.5063
244/1563 [===>..........................] - ETA: 1s - loss: 1.3909 - accuracy: 0.5067
279/1563 [====>.........................] - ETA: 1s - loss: 1.3884 - accuracy: 0.5093
313/1563 [=====>........................] - ETA: 1s - loss: 1.3943 - accuracy: 0.5079
347/1563 [=====>........................] - ETA: 1s - loss: 1.3959 - accuracy: 0.5077
381/1563 [======>.......................] - ETA: 1s - loss: 1.3934 - accuracy: 0.5089
416/1563 [======>.......................] - ETA: 1s - loss: 1.3964 - accuracy: 0.5091
451/1563 [=======>......................] - ETA: 1s - loss: 1.3947 - accuracy: 0.5093
485/1563 [========>.....................] - ETA: 1s - loss: 1.3950 - accuracy: 0.5109
520/1563 [========>.....................] - ETA: 1s - loss: 1.3915 - accuracy: 0.5119
555/1563 [=========>....................] - ETA: 1s - loss: 1.3889 - accuracy: 0.5126
590/1563 [==========>...................] - ETA: 1s - loss: 1.3862 - accuracy: 0.5135
624/1563 [==========>...................] - ETA: 1s - loss: 1.3873 - accuracy: 0.5121
659/1563 [===========>..................] - ETA: 1s - loss: 1.3867 - accuracy: 0.5127
693/1563 [============>.................] - ETA: 1s - loss: 1.3848 - accuracy: 0.5127
727/1563 [============>.................] - ETA: 1s - loss: 1.3850 - accuracy: 0.5125
761/1563 [=============>................] - ETA: 1s - loss: 1.3847 - accuracy: 0.5125
796/1563 [==============>...............] - ETA: 1s - loss: 1.3857 - accuracy: 0.5114
831/1563 [==============>...............] - ETA: 1s - loss: 1.3850 - accuracy: 0.5111
866/1563 [===============>..............] - ETA: 1s - loss: 1.3876 - accuracy: 0.5103
900/1563 [================>.............] - ETA: 0s - loss: 1.3862 - accuracy: 0.5109
935/1563 [================>.............] - ETA: 0s - loss: 1.3856 - accuracy: 0.5113
970/1563 [=================>............] - ETA: 0s - loss: 1.3877 - accuracy: 0.5110
1004/1563 [==================>...........] - ETA: 0s - loss: 1.3889 - accuracy: 0.5101
1038/1563 [==================>...........] - ETA: 0s - loss: 1.3893 - accuracy: 0.5097
1073/1563 [===================>..........] - ETA: 0s - loss: 1.3885 - accuracy: 0.5097
1108/1563 [====================>.........] - ETA: 0s - loss: 1.3894 - accuracy: 0.5098
1143/1563 [====================>.........] - ETA: 0s - loss: 1.3900 - accuracy: 0.5098
1178/1563 [=====================>........] - ETA: 0s - loss: 1.3902 - accuracy: 0.5102
1213/1563 [======================>.......] - ETA: 0s - loss: 1.3905 - accuracy: 0.5095
1248/1563 [======================>.......] - ETA: 0s - loss: 1.3901 - accuracy: 0.5090
1282/1563 [=======================>......] - ETA: 0s - loss: 1.3907 - accuracy: 0.5087
1316/1563 [========================>.....] - ETA: 0s - loss: 1.3899 - accuracy: 0.5092
1350/1563 [========================>.....] - ETA: 0s - loss: 1.3889 - accuracy: 0.5095
1385/1563 [=========================>....] - ETA: 0s - loss: 1.3885 - accuracy: 0.5100
1420/1563 [==========================>...] - ETA: 0s - loss: 1.3882 - accuracy: 0.5099
1454/1563 [==========================>...] - ETA: 0s - loss: 1.3881 - accuracy: 0.5101
1488/1563 [===========================>..] - ETA: 0s - loss: 1.3886 - accuracy: 0.5101
1523/1563 [============================>.] - ETA: 0s - loss: 1.3888 - accuracy: 0.5102
1557/1563 [============================>.] - ETA: 0s - loss: 1.3893 - accuracy: 0.5104
1563/1563 [==============================] - 2s 1ms/step - loss: 1.3894 - accuracy: 0.5105
Epoch 7/10
1/1563 [..............................] - ETA: 2s - loss: 1.3564 - accuracy: 0.6562
35/1563 [..............................] - ETA: 2s - loss: 1.3408 - accuracy: 0.5259
69/1563 [>.............................] - ETA: 2s - loss: 1.3380 - accuracy: 0.5199
103/1563 [>.............................] - ETA: 2s - loss: 1.3434 - accuracy: 0.5182
136/1563 [=>............................] - ETA: 2s - loss: 1.3478 - accuracy: 0.5186
170/1563 [==>...........................] - ETA: 2s - loss: 1.3516 - accuracy: 0.5184
204/1563 [==>...........................] - ETA: 2s - loss: 1.3552 - accuracy: 0.5176
238/1563 [===>..........................] - ETA: 1s - loss: 1.3506 - accuracy: 0.5236
272/1563 [====>.........................] - ETA: 1s - loss: 1.3479 - accuracy: 0.5247
305/1563 [====>.........................] - ETA: 1s - loss: 1.3555 - accuracy: 0.5242
338/1563 [=====>........................] - ETA: 1s - loss: 1.3554 - accuracy: 0.5243
371/1563 [======>.......................] - ETA: 1s - loss: 1.3547 - accuracy: 0.5262
405/1563 [======>.......................] - ETA: 1s - loss: 1.3544 - accuracy: 0.5259
438/1563 [=======>......................] - ETA: 1s - loss: 1.3541 - accuracy: 0.5246
472/1563 [========>.....................] - ETA: 1s - loss: 1.3529 - accuracy: 0.5238
505/1563 [========>.....................] - ETA: 1s - loss: 1.3537 - accuracy: 0.5241
539/1563 [=========>....................] - ETA: 1s - loss: 1.3532 - accuracy: 0.5229
573/1563 [=========>....................] - ETA: 1s - loss: 1.3572 - accuracy: 0.5225
606/1563 [==========>...................] - ETA: 1s - loss: 1.3547 - accuracy: 0.5235
640/1563 [===========>..................] - ETA: 1s - loss: 1.3544 - accuracy: 0.5240
673/1563 [===========>..................] - ETA: 1s - loss: 1.3536 - accuracy: 0.5245
706/1563 [============>.................] - ETA: 1s - loss: 1.3542 - accuracy: 0.5249
739/1563 [=============>................] - ETA: 1s - loss: 1.3515 - accuracy: 0.5259
772/1563 [=============>................] - ETA: 1s - loss: 1.3512 - accuracy: 0.5267
806/1563 [==============>...............] - ETA: 1s - loss: 1.3521 - accuracy: 0.5263
840/1563 [===============>..............] - ETA: 1s - loss: 1.3510 - accuracy: 0.5264
873/1563 [===============>..............] - ETA: 1s - loss: 1.3503 - accuracy: 0.5267
906/1563 [================>.............] - ETA: 0s - loss: 1.3504 - accuracy: 0.5261
939/1563 [=================>............] - ETA: 0s - loss: 1.3501 - accuracy: 0.5264
972/1563 [=================>............] - ETA: 0s - loss: 1.3494 - accuracy: 0.5264
1005/1563 [==================>...........] - ETA: 0s - loss: 1.3495 - accuracy: 0.5259
1038/1563 [==================>...........] - ETA: 0s - loss: 1.3497 - accuracy: 0.5259
1072/1563 [===================>..........] - ETA: 0s - loss: 1.3508 - accuracy: 0.5247
1106/1563 [====================>.........] - ETA: 0s - loss: 1.3505 - accuracy: 0.5254
1140/1563 [====================>.........] - ETA: 0s - loss: 1.3508 - accuracy: 0.5255
1174/1563 [=====================>........] - ETA: 0s - loss: 1.3517 - accuracy: 0.5249
1208/1563 [======================>.......] - ETA: 0s - loss: 1.3506 - accuracy: 0.5253
1241/1563 [======================>.......] - ETA: 0s - loss: 1.3490 - accuracy: 0.5261
1275/1563 [=======================>......] - ETA: 0s - loss: 1.3488 - accuracy: 0.5265
1308/1563 [========================>.....] - ETA: 0s - loss: 1.3485 - accuracy: 0.5267
1342/1563 [========================>.....] - ETA: 0s - loss: 1.3499 - accuracy: 0.5262
1375/1563 [=========================>....] - ETA: 0s - loss: 1.3487 - accuracy: 0.5265
1409/1563 [==========================>...] - ETA: 0s - loss: 1.3494 - accuracy: 0.5262
1442/1563 [==========================>...] - ETA: 0s - loss: 1.3499 - accuracy: 0.5262
1476/1563 [===========================>..] - ETA: 0s - loss: 1.3506 - accuracy: 0.5260
1509/1563 [===========================>..] - ETA: 0s - loss: 1.3509 - accuracy: 0.5256
1542/1563 [============================>.] - ETA: 0s - loss: 1.3507 - accuracy: 0.5256
1563/1563 [==============================] - 2s 2ms/step - loss: 1.3514 - accuracy: 0.5252
Epoch 8/10
1/1563 [..............................] - ETA: 2s - loss: 1.6074 - accuracy: 0.3125
34/1563 [..............................] - ETA: 2s - loss: 1.2936 - accuracy: 0.5441
67/1563 [>.............................] - ETA: 2s - loss: 1.2992 - accuracy: 0.5420
100/1563 [>.............................] - ETA: 2s - loss: 1.3156 - accuracy: 0.5372
134/1563 [=>............................] - ETA: 2s - loss: 1.3243 - accuracy: 0.5336
167/1563 [==>...........................] - ETA: 2s - loss: 1.3252 - accuracy: 0.5311
200/1563 [==>...........................] - ETA: 2s - loss: 1.3273 - accuracy: 0.5286
234/1563 [===>..........................] - ETA: 2s - loss: 1.3345 - accuracy: 0.5264
268/1563 [====>.........................] - ETA: 1s - loss: 1.3302 - accuracy: 0.5276
302/1563 [====>.........................] - ETA: 1s - loss: 1.3267 - accuracy: 0.5305
335/1563 [=====>........................] - ETA: 1s - loss: 1.3220 - accuracy: 0.5323
369/1563 [======>.......................] - ETA: 1s - loss: 1.3217 - accuracy: 0.5329
403/1563 [======>.......................] - ETA: 1s - loss: 1.3218 - accuracy: 0.5328
437/1563 [=======>......................] - ETA: 1s - loss: 1.3240 - accuracy: 0.5340
471/1563 [========>.....................] - ETA: 1s - loss: 1.3226 - accuracy: 0.5345
506/1563 [========>.....................] - ETA: 1s - loss: 1.3217 - accuracy: 0.5356
540/1563 [=========>....................] - ETA: 1s - loss: 1.3200 - accuracy: 0.5359
574/1563 [==========>...................] - ETA: 1s - loss: 1.3171 - accuracy: 0.5365
608/1563 [==========>...................] - ETA: 1s - loss: 1.3172 - accuracy: 0.5363
642/1563 [===========>..................] - ETA: 1s - loss: 1.3145 - accuracy: 0.5373
676/1563 [===========>..................] - ETA: 1s - loss: 1.3165 - accuracy: 0.5360
710/1563 [============>.................] - ETA: 1s - loss: 1.3162 - accuracy: 0.5363
745/1563 [=============>................] - ETA: 1s - loss: 1.3163 - accuracy: 0.5365
779/1563 [=============>................] - ETA: 1s - loss: 1.3151 - accuracy: 0.5358
814/1563 [==============>...............] - ETA: 1s - loss: 1.3123 - accuracy: 0.5362
848/1563 [===============>..............] - ETA: 1s - loss: 1.3150 - accuracy: 0.5352
881/1563 [===============>..............] - ETA: 1s - loss: 1.3150 - accuracy: 0.5357
914/1563 [================>.............] - ETA: 0s - loss: 1.3157 - accuracy: 0.5355
948/1563 [=================>............] - ETA: 0s - loss: 1.3148 - accuracy: 0.5363
981/1563 [=================>............] - ETA: 0s - loss: 1.3150 - accuracy: 0.5363
1014/1563 [==================>...........] - ETA: 0s - loss: 1.3141 - accuracy: 0.5366
1047/1563 [===================>..........] - ETA: 0s - loss: 1.3137 - accuracy: 0.5365
1080/1563 [===================>..........] - ETA: 0s - loss: 1.3143 - accuracy: 0.5359
1113/1563 [====================>.........] - ETA: 0s - loss: 1.3158 - accuracy: 0.5362
1147/1563 [=====================>........] - ETA: 0s - loss: 1.3154 - accuracy: 0.5362
1181/1563 [=====================>........] - ETA: 0s - loss: 1.3146 - accuracy: 0.5366
1214/1563 [======================>.......] - ETA: 0s - loss: 1.3154 - accuracy: 0.5361
1247/1563 [======================>.......] - ETA: 0s - loss: 1.3156 - accuracy: 0.5361
1280/1563 [=======================>......] - ETA: 0s - loss: 1.3160 - accuracy: 0.5364
1313/1563 [========================>.....] - ETA: 0s - loss: 1.3155 - accuracy: 0.5367
1347/1563 [========================>.....] - ETA: 0s - loss: 1.3165 - accuracy: 0.5366
1380/1563 [=========================>....] - ETA: 0s - loss: 1.3158 - accuracy: 0.5368
1414/1563 [==========================>...] - ETA: 0s - loss: 1.3151 - accuracy: 0.5372
1447/1563 [==========================>...] - ETA: 0s - loss: 1.3159 - accuracy: 0.5374
1481/1563 [===========================>..] - ETA: 0s - loss: 1.3169 - accuracy: 0.5370
1514/1563 [============================>.] - ETA: 0s - loss: 1.3175 - accuracy: 0.5365
1547/1563 [============================>.] - ETA: 0s - loss: 1.3173 - accuracy: 0.5365
1563/1563 [==============================] - 2s 2ms/step - loss: 1.3169 - accuracy: 0.5366
Epoch 9/10
1/1563 [..............................] - ETA: 2s - loss: 1.3632 - accuracy: 0.4688
35/1563 [..............................] - ETA: 2s - loss: 1.2776 - accuracy: 0.5536
68/1563 [>.............................] - ETA: 2s - loss: 1.2595 - accuracy: 0.5639
101/1563 [>.............................] - ETA: 2s - loss: 1.2645 - accuracy: 0.5647
134/1563 [=>............................] - ETA: 2s - loss: 1.2625 - accuracy: 0.5625
167/1563 [==>...........................] - ETA: 2s - loss: 1.2608 - accuracy: 0.5612
201/1563 [==>...........................] - ETA: 2s - loss: 1.2622 - accuracy: 0.5609
235/1563 [===>..........................] - ETA: 2s - loss: 1.2662 - accuracy: 0.5580
268/1563 [====>.........................] - ETA: 1s - loss: 1.2728 - accuracy: 0.5568
301/1563 [====>.........................] - ETA: 1s - loss: 1.2741 - accuracy: 0.5566
334/1563 [=====>........................] - ETA: 1s - loss: 1.2731 - accuracy: 0.5580
368/1563 [======>.......................] - ETA: 1s - loss: 1.2744 - accuracy: 0.5594
401/1563 [======>.......................] - ETA: 1s - loss: 1.2751 - accuracy: 0.5591
434/1563 [=======>......................] - ETA: 1s - loss: 1.2737 - accuracy: 0.5597
468/1563 [=======>......................] - ETA: 1s - loss: 1.2751 - accuracy: 0.5600
501/1563 [========>.....................] - ETA: 1s - loss: 1.2768 - accuracy: 0.5587
535/1563 [=========>....................] - ETA: 1s - loss: 1.2765 - accuracy: 0.5582
569/1563 [=========>....................] - ETA: 1s - loss: 1.2801 - accuracy: 0.5559
602/1563 [==========>...................] - ETA: 1s - loss: 1.2804 - accuracy: 0.5554
635/1563 [===========>..................] - ETA: 1s - loss: 1.2796 - accuracy: 0.5546
669/1563 [===========>..................] - ETA: 1s - loss: 1.2808 - accuracy: 0.5535
703/1563 [============>.................] - ETA: 1s - loss: 1.2799 - accuracy: 0.5534
737/1563 [=============>................] - ETA: 1s - loss: 1.2813 - accuracy: 0.5521
771/1563 [=============>................] - ETA: 1s - loss: 1.2836 - accuracy: 0.5507
806/1563 [==============>...............] - ETA: 1s - loss: 1.2852 - accuracy: 0.5505
840/1563 [===============>..............] - ETA: 1s - loss: 1.2853 - accuracy: 0.5506
875/1563 [===============>..............] - ETA: 1s - loss: 1.2841 - accuracy: 0.5513
909/1563 [================>.............] - ETA: 0s - loss: 1.2846 - accuracy: 0.5517
944/1563 [=================>............] - ETA: 0s - loss: 1.2834 - accuracy: 0.5525
979/1563 [=================>............] - ETA: 0s - loss: 1.2840 - accuracy: 0.5515
1013/1563 [==================>...........] - ETA: 0s - loss: 1.2837 - accuracy: 0.5514
1048/1563 [===================>..........] - ETA: 0s - loss: 1.2834 - accuracy: 0.5511
1083/1563 [===================>..........] - ETA: 0s - loss: 1.2836 - accuracy: 0.5508
1118/1563 [====================>.........] - ETA: 0s - loss: 1.2828 - accuracy: 0.5508
1153/1563 [=====================>........] - ETA: 0s - loss: 1.2834 - accuracy: 0.5509
1188/1563 [=====================>........] - ETA: 0s - loss: 1.2829 - accuracy: 0.5507
1223/1563 [======================>.......] - ETA: 0s - loss: 1.2831 - accuracy: 0.5512
1257/1563 [=======================>......] - ETA: 0s - loss: 1.2832 - accuracy: 0.5510
1291/1563 [=======================>......] - ETA: 0s - loss: 1.2833 - accuracy: 0.5511
1325/1563 [========================>.....] - ETA: 0s - loss: 1.2831 - accuracy: 0.5510
1360/1563 [=========================>....] - ETA: 0s - loss: 1.2834 - accuracy: 0.5510
1394/1563 [=========================>....] - ETA: 0s - loss: 1.2832 - accuracy: 0.5511
1429/1563 [==========================>...] - ETA: 0s - loss: 1.2849 - accuracy: 0.5503
1464/1563 [===========================>..] - ETA: 0s - loss: 1.2834 - accuracy: 0.5508
1497/1563 [===========================>..] - ETA: 0s - loss: 1.2834 - accuracy: 0.5506
1530/1563 [============================>.] - ETA: 0s - loss: 1.2832 - accuracy: 0.5504
1563/1563 [==============================] - ETA: 0s - loss: 1.2830 - accuracy: 0.5503
1563/1563 [==============================] - 2s 1ms/step - loss: 1.2830 - accuracy: 0.5503
Epoch 10/10
1/1563 [..............................] - ETA: 2s - loss: 1.0863 - accuracy: 0.5938
34/1563 [..............................] - ETA: 2s - loss: 1.2872 - accuracy: 0.5349
67/1563 [>.............................] - ETA: 2s - loss: 1.2926 - accuracy: 0.5438
100/1563 [>.............................] - ETA: 2s - loss: 1.2864 - accuracy: 0.5484
134/1563 [=>............................] - ETA: 2s - loss: 1.2703 - accuracy: 0.5515
167/1563 [==>...........................] - ETA: 2s - loss: 1.2585 - accuracy: 0.5554
200/1563 [==>...........................] - ETA: 2s - loss: 1.2622 - accuracy: 0.5559
233/1563 [===>..........................] - ETA: 2s - loss: 1.2607 - accuracy: 0.5547
266/1563 [====>.........................] - ETA: 1s - loss: 1.2553 - accuracy: 0.5611
299/1563 [====>.........................] - ETA: 1s - loss: 1.2558 - accuracy: 0.5595
332/1563 [=====>........................] - ETA: 1s - loss: 1.2590 - accuracy: 0.5578
366/1563 [======>.......................] - ETA: 1s - loss: 1.2578 - accuracy: 0.5590
399/1563 [======>.......................] - ETA: 1s - loss: 1.2586 - accuracy: 0.5587
432/1563 [=======>......................] - ETA: 1s - loss: 1.2595 - accuracy: 0.5579
465/1563 [=======>......................] - ETA: 1s - loss: 1.2581 - accuracy: 0.5576
498/1563 [========>.....................] - ETA: 1s - loss: 1.2586 - accuracy: 0.5588
531/1563 [=========>....................] - ETA: 1s - loss: 1.2596 - accuracy: 0.5591
564/1563 [=========>....................] - ETA: 1s - loss: 1.2591 - accuracy: 0.5593
597/1563 [==========>...................] - ETA: 1s - loss: 1.2586 - accuracy: 0.5598
630/1563 [===========>..................] - ETA: 1s - loss: 1.2572 - accuracy: 0.5599
663/1563 [===========>..................] - ETA: 1s - loss: 1.2578 - accuracy: 0.5594
695/1563 [============>.................] - ETA: 1s - loss: 1.2567 - accuracy: 0.5597
728/1563 [============>.................] - ETA: 1s - loss: 1.2557 - accuracy: 0.5602
761/1563 [=============>................] - ETA: 1s - loss: 1.2554 - accuracy: 0.5598
794/1563 [==============>...............] - ETA: 1s - loss: 1.2573 - accuracy: 0.5589
828/1563 [==============>...............] - ETA: 1s - loss: 1.2554 - accuracy: 0.5592
862/1563 [===============>..............] - ETA: 1s - loss: 1.2543 - accuracy: 0.5595
895/1563 [================>.............] - ETA: 1s - loss: 1.2531 - accuracy: 0.5596
928/1563 [================>.............] - ETA: 0s - loss: 1.2538 - accuracy: 0.5594
961/1563 [=================>............] - ETA: 0s - loss: 1.2538 - accuracy: 0.5590
994/1563 [==================>...........] - ETA: 0s - loss: 1.2535 - accuracy: 0.5591
1027/1563 [==================>...........] - ETA: 0s - loss: 1.2528 - accuracy: 0.5595
1060/1563 [===================>..........] - ETA: 0s - loss: 1.2536 - accuracy: 0.5597
1094/1563 [===================>..........] - ETA: 0s - loss: 1.2534 - accuracy: 0.5604
1128/1563 [====================>.........] - ETA: 0s - loss: 1.2533 - accuracy: 0.5600
1162/1563 [=====================>........] - ETA: 0s - loss: 1.2522 - accuracy: 0.5605
1195/1563 [=====================>........] - ETA: 0s - loss: 1.2532 - accuracy: 0.5599
1228/1563 [======================>.......] - ETA: 0s - loss: 1.2530 - accuracy: 0.5598
1261/1563 [=======================>......] - ETA: 0s - loss: 1.2526 - accuracy: 0.5599
1294/1563 [=======================>......] - ETA: 0s - loss: 1.2525 - accuracy: 0.5603
1327/1563 [========================>.....] - ETA: 0s - loss: 1.2525 - accuracy: 0.5597
1360/1563 [=========================>....] - ETA: 0s - loss: 1.2527 - accuracy: 0.5594
1393/1563 [=========================>....] - ETA: 0s - loss: 1.2522 - accuracy: 0.5595
1426/1563 [==========================>...] - ETA: 0s - loss: 1.2520 - accuracy: 0.5599
1460/1563 [===========================>..] - ETA: 0s - loss: 1.2537 - accuracy: 0.5592
1494/1563 [===========================>..] - ETA: 0s - loss: 1.2542 - accuracy: 0.5594
1528/1563 [============================>.] - ETA: 0s - loss: 1.2545 - accuracy: 0.5591
1561/1563 [============================>.] - ETA: 0s - loss: 1.2533 - accuracy: 0.5596
1563/1563 [==============================] - 2s 2ms/step - loss: 1.2533 - accuracy: 0.5595
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)= 40.21230173110962
hydro03
[SSH] completed
[SSH] exit-status: 0
[workspace] $ /bin/sh -xe /tmp/jenkins7992797349796482286.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}
