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I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Successfully opened dynamic library libcuda.so.1
I tensorflow/core/common_runtime/gpu/gpu_device.cc:1733] Found device 0 with properties:
pciBusID: 0000:02:00.0 name: GeForce RTX 2080 Ti computeCapability: 7.5
coreClock: 1.545GHz coreCount: 68 deviceMemorySize: 10.76GiB deviceMemoryBandwidth: 573.69GiB/s
I tensorflow/core/common_runtime/gpu/gpu_device.cc:1733] Found device 1 with properties:
pciBusID: 0000:82:00.0 name: GeForce RTX 2080 Ti computeCapability: 7.5
coreClock: 1.545GHz coreCount: 68 deviceMemorySize: 10.76GiB deviceMemoryBandwidth: 573.69GiB/s
I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Successfully opened dynamic library libcudart.so.11.0
I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Successfully opened dynamic library libcublas.so.11
I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Successfully opened dynamic library libcublasLt.so.11
I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Successfully opened dynamic library libcufft.so.10
I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Successfully opened dynamic library libcurand.so.10
I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Successfully opened dynamic library libcusolver.so.11
I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Successfully opened dynamic library libcusparse.so.11
W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudnn.so.8'; dlerror: libcudnn.so.8: cannot open shared object file: No such file or directory
W tensorflow/core/common_runtime/gpu/gpu_device.cc:1766] Cannot dlopen some GPU libraries. Please make sure the missing libraries mentioned above are installed properly if you would like to use GPU. Follow the guide at https://www.tensorflow.org/install/gpu for how to download and setup the required libraries for your platform.
Skipping registering GPU devices...
2I tensorflow/core/platform/cpu_feature_guard.cc:142] 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.
I tensorflow/core/common_runtime/gpu/gpu_device.cc:1264]
loading weights file https://huggingface.co/t5-small/resolve/main/tf_model.h5 from cache at /home/xieyouxi/.cache/huggingface/transformers/51663d3eebce1656ebbf9cb26c16e243c19f861394299c088496b86b32ef4831.a6c374775a2dd6a6843e2ada3202ba6acae7cf400a3b1bfdca2ec2341e669716.h5
W tensorflow/python/util/util.cc:348] Sets are not currently considered sequences, but this may change in the future, so consider avoiding using them.
All model checkpoint layers were used when initializing TFT5ForConditionalGeneration.

All the layers of TFT5ForConditionalGeneration were initialized from the model checkpoint at t5-small.
If your task is similar to the task the model of the checkpoint was trained on, you can already use TFT5ForConditionalGeneration for predictions without further training.
- INFO - __main__ - ***** Running training *****
- INFO - __main__ - Num examples = 610320
- INFO - __main__ - Num Epochs = 3.0
- INFO - __main__ - Instantaneous batch size per device = 16
- INFO - __main__ - Total train batch size = 16
- INFO - __main__ - Total optimization steps = 114435.0
I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:176] None of the MLIR Optimization Passes are enabled (registered 2)
I tensorflow/core/platform/profile_utils/cpu_utils.cc:114] CPU Frequency: 2500055000 Hz
WARNING:tensorflow:From /home/xieyouxi/anaconda3/envs/HUggingFace/lib/python3.7/site-packages/tensorflow/python/ops/array_ops.py:5049: calling gather (from tensorflow.python.ops.array_ops) with validate_indices is deprecated and will be removed in a future version.
Instructions for updating:
The `validate_indices` argument has no effect. Indices are always validated on CPU and never validated on GPU.
Epoch 1/3
- WARNING - tensorflow - From /home/xieyouxi/anaconda3/envs/HUggingFace/lib/python3.7/site-packages/tensorflow/python/ops/array_ops.py:5049: calling gather (from tensorflow.python.ops.array_ops) with validate_indices is deprecated and will be removed in a future version.
Instructions for updating:
The `validate_indices` argument has no effect. Indices are always validated on CPU and never validated on GPU.
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4998/5000 [==>......................] - ETA: 13:34:53 - loss: 0.5976 - logits_loss: 0.5976
4999/5000 [==>......................] - ETA: 13:34:49 - loss: 0.5976 - logits_loss: 0.5976
5000/5000 [==>......................] - ETA: 13:34:51 - loss: 0.5976 - logits_loss: 0.5976

08:22:17 - INFO - __main__ - {'bleu': 26.297097794409293}

Configuration saved in /tmp/tst-translation/config.json
Model weights saved in /tmp/tst-translation/tf_model.h5

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