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update environments for notebook (#2989)
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bhimar authored Feb 7, 2024
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" command=\"python read_write_data.py --input_data ${{inputs.cifar_zip}} --output_folder ${{outputs.cifar}}\",\n",
" inputs=inputs,\n",
" outputs=outputs,\n",
" environment=\"AzureML-sklearn-1.0-ubuntu20.04-py38-cpu:1\",\n",
" environment=\"azureml-sklearn-1.0:23\",\n",
")\n",
"\n",
"# submit the command\n",
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" code=\"./src\", # local path where the code is stored\n",
" command=\"python train.py --data-dir ${{inputs.cifar}} --epochs ${{inputs.epoch}} --batch-size ${{inputs.batchsize}} --workers ${{inputs.workers}} --learning-rate ${{inputs.lr}} --momentum ${{inputs.momen}} --print-freq ${{inputs.prtfreq}} --model-dir ${{inputs.output}}\",\n",
" inputs=inputs,\n",
" environment=\"azureml:AzureML-pytorch-1.9-ubuntu18.04-py37-cuda11-gpu:6\",\n",
" environment=\"azureml-acpt-pytorch-2.0-cuda11.7:26\",\n",
" instance_count=2, # In this, only 2 node cluster was created.\n",
" distribution={\n",
" \"type\": \"PyTorch\",\n",
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