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 98395 queued and waiting for resources
srun: job 98395 has been allocated resources
2024-11-22 07:43:02.975098: 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.
2024-11-22 07:43:04.048608: 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
2024-11-22 07:43:06.945434: 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
2024-11-22 07:43:06.945840: 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
2024-11-22 07:43:06.945847: 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.
2024-11-22 07:43:13.723920: 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.
2024-11-22 07:43:15.004600: 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
2024-11-22 07:43:17.374992: I tensorflow/stream_executor/cuda/cuda_blas.cc:1614] TensorFloat-32 will be used for the matrix multiplication. This will only be logged once.
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1563/1563 [==============================] - 4s 2ms/step - loss: 1.8122 - accuracy: 0.3538
Epoch 2/10
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Epoch 3/10
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Epoch 4/10
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Epoch 5/10
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Epoch 6/10
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Epoch 7/10
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Epoch 8/10
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Epoch 9/10
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1563/1563 [==============================] - 2s 2ms/step - loss: 1.2834 - accuracy: 0.5473
Epoch 10/10
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1081/1563 [===================>..........] - ETA: 0s - loss: 1.2494 - accuracy: 0.5606
1115/1563 [====================>.........] - ETA: 0s - loss: 1.2489 - accuracy: 0.5611
1148/1563 [=====================>........] - ETA: 0s - loss: 1.2494 - accuracy: 0.5606
1181/1563 [=====================>........] - ETA: 0s - loss: 1.2496 - accuracy: 0.5605
1214/1563 [======================>.......] - ETA: 0s - loss: 1.2506 - accuracy: 0.5602
1247/1563 [======================>.......] - ETA: 0s - loss: 1.2512 - accuracy: 0.5598
1280/1563 [=======================>......] - ETA: 0s - loss: 1.2509 - accuracy: 0.5596
1314/1563 [========================>.....] - ETA: 0s - loss: 1.2522 - accuracy: 0.5592
1348/1563 [========================>.....] - ETA: 0s - loss: 1.2532 - accuracy: 0.5587
1381/1563 [=========================>....] - ETA: 0s - loss: 1.2535 - accuracy: 0.5587
1414/1563 [==========================>...] - ETA: 0s - loss: 1.2540 - accuracy: 0.5584
1448/1563 [==========================>...] - ETA: 0s - loss: 1.2538 - accuracy: 0.5583
1482/1563 [===========================>..] - ETA: 0s - loss: 1.2543 - accuracy: 0.5577
1515/1563 [============================>.] - ETA: 0s - loss: 1.2528 - accuracy: 0.5583
1548/1563 [============================>.] - ETA: 0s - loss: 1.2529 - accuracy: 0.5586
1563/1563 [==============================] - 2s 2ms/step - loss: 1.2532 - accuracy: 0.5582
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)= 27.813340187072754
hydro04
[SSH] completed
[SSH] exit-status: 0
[workspace] $ /bin/sh -xe /tmp/jenkins6876956473172606728.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}
