diff --git a/azureml/medimageparse/finetuning/medimageparse_finetuning.ipynb b/azureml/medimageparse/finetuning/medimageparse_finetuning.ipynb index fbb27e8..74edaaa 100644 --- a/azureml/medimageparse/finetuning/medimageparse_finetuning.ipynb +++ b/azureml/medimageparse/finetuning/medimageparse_finetuning.ipynb @@ -44,7 +44,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 55, "id": "14f94cac", "metadata": {}, "outputs": [ @@ -74,6 +74,7 @@ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "from azure.core.exceptions import ResourceNotFoundError\n", + "import yaml\n", "\n", "credentials = DefaultAzureCredential()\n", "ml_client = MLClient.from_config(credentials)\n", @@ -224,6 +225,26 @@ "metadata": {}, "outputs": [], "source": [ + "def load_training_parameters(yaml_file):\n", + " \"\"\"\n", + " Parse parameters.yaml and extract trainer.devices and trainer.num_nodes.\n", + " Returns both values, defaulting to 1 if not provided.\n", + " \"\"\"\n", + " with open(yaml_file, \"r\") as f:\n", + " params = yaml.safe_load(f)\n", + "\n", + " # Extract trainer section, default to empty dict if not present\n", + " trainer = params.get(\"trainer\", {})\n", + "\n", + " # Get devices and num_nodes, defaulting to 1 if not provided\n", + " devices = trainer.get(\"devices\", 1)\n", + " num_nodes = trainer.get(\"num_nodes\", 1)\n", + "\n", + " return devices, num_nodes\n", + "\n", + "\n", + "devices, num_nodes = load_training_parameters(\"parameters.yaml\")\n", + "\n", "# Get the pipeline component\n", "finetune_pipeline_component = ml_registry.components.get(\n", " name=\"medimageparse_finetune\", label=\"latest\"\n", @@ -245,6 +266,11 @@ " data=data_assets[\"training_data\"].id,\n", " config=data_assets[\"parameters\"].id,\n", " )\n", + " mip_pipeline.resources = {\"instance_count\": num_nodes}\n", + " mip_pipeline.distribution = {\n", + " \"type\": \"PyTorch\",\n", + " \"process_count_per_instance\": devices, # GPUs per node\n", + " }\n", " return {\"mlflow_model_folder\": mip_pipeline.outputs.mlflow_model_folder}\n", "\n", "\n", @@ -294,7 +320,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 59, "id": "5146f1ec", "metadata": {}, "outputs": [ @@ -366,7 +392,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "....................................................................................................................................." + "........................................................................................................................................................." ] } ], @@ -413,7 +439,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 64, "id": "dd04f63a", "metadata": {}, "outputs": [], @@ -446,7 +472,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 65, "id": "4e43e0eb", "metadata": {}, "outputs": [], @@ -486,7 +512,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 66, "id": "43b0dead", "metadata": {}, "outputs": [ @@ -499,7 +525,7 @@ }, { "data": { - "image/png": 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", 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" ] @@ -525,7 +551,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 67, "id": "9925b08a", "metadata": {}, "outputs": [ @@ -533,7 +559,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "..............................................................." + "..................................................................." ] } ], diff --git a/azureml/medimageparse/finetuning/parameters.yaml b/azureml/medimageparse/finetuning/parameters.yaml index 19b3d02..818e2d3 100644 --- a/azureml/medimageparse/finetuning/parameters.yaml +++ b/azureml/medimageparse/finetuning/parameters.yaml @@ -1,13 +1,15 @@ datamodule: dataloaders: train: - batch_size: 4 + batch_size: 2 validate: - batch_size: 4 + batch_size: 2 optimizer: lr: 0.00002 weight_decay: 0.01 trainer: - max_epochs: 10 \ No newline at end of file + max_epochs: 10 + devices: 1 # number of GPUs per node + num_nodes: 1 # number of nodes in the cluster \ No newline at end of file