Path	Lines of Code
best-practices/largescale-deep-learning/Debugging/Compute/setup_nhc.sh	4
best-practices/largescale-deep-learning/Training/DeepSpeed-Autotuning/generate-yml.sh	26
best-practices/largescale-deep-learning/Training/DeepSpeed-Autotuning/src/start-deepspeed.sh	52
cli/batch-score-rest.sh	210
cli/batch-score.sh	150
cli/deploy-custom-container-minimal-multimodel.sh	50
cli/deploy-custom-container-minimal-single-model.sh	37
cli/deploy-custom-container-mlflow-multideployment-scikit.sh	68
cli/deploy-custom-container-r-multimodel-plumber.sh	60
cli/deploy-custom-container-tfserving-half-plus-two-integrated.sh	30
cli/deploy-custom-container-tfserving-half-plus-two.sh	60
cli/deploy-custom-container-torchserve-densenet.sh	67
cli/deploy-custom-container-triton-single-model.sh	36
cli/deploy-local-endpoint.sh	29
cli/deploy-managed-online-endpoint-access-resource-sai.sh	47
cli/deploy-managed-online-endpoint-access-resource-uai.sh	48
cli/deploy-managed-online-endpoint-ncd.sh	44
cli/deploy-managed-online-endpoint-workspacevnet.sh	38
cli/deploy-managed-online-endpoint.sh	32
cli/deploy-mlcompute-create_with-system-identity.sh	1
cli/deploy-mlcompute-update-to-system-identity.sh	17
cli/deploy-mlcompute-update-to-user-identity.sh	25
cli/deploy-moe-autoscale.sh	37
cli/deploy-moe-binary-payloads.sh	41
cli/deploy-moe-inference-schema.sh	78
cli/deploy-moe-keyvault.sh	36
cli/deploy-moe-minimal-single-model-registered.sh	48
cli/deploy-moe-openapi.sh	56
cli/deploy-moe-vnet-legacy.sh	57
cli/deploy-moe-vnet-mlflow-legacy.sh	57
cli/deploy-rest.sh	120
cli/deploy-safe-rollout-kubernetes-online-endpoints.sh	16
cli/deploy-safe-rollout-online-endpoints.sh	21
cli/deploy-triton-managed-online-endpoint.sh	33
cli/endpoints/batch/deploy-models/custom-outputs-parquet/deploy-and-run.sh	45
cli/endpoints/batch/deploy-models/heart-classifier-mlflow/deploy-and-run.sh	70
cli/endpoints/batch/deploy-models/huggingface-text-summarization/deploy-and-run.sh	62
cli/endpoints/batch/deploy-models/imagenet-classifier/deploy-and-run.sh	70
cli/endpoints/batch/deploy-models/mnist-classifier/deploy-and-run.sh	111
cli/endpoints/batch/deploy-models/openai-embeddings/deploy-and-run.sh	39
cli/endpoints/batch/deploy-pipelines/batch-scoring-with-preprocessing/deploy-and-run.sh	20
cli/endpoints/batch/deploy-pipelines/hello-batch/deploy-and-run.sh	15
cli/endpoints/batch/deploy-pipelines/training-with-components/deploy-and-run.sh	25
cli/endpoints/online/custom-container/minimal/multimodel/minimal-multimodel.dockerfile	2
cli/endpoints/online/custom-container/minimal/single-model/conda-in-dockerfile/minimal-single-model-conda-in-dockerfile.dockerfile	15
cli/endpoints/online/custom-container/minimal/single-model/pip-in-dockerfile/minimal-single-model-pip-in-dockerfile.dockerfile	2
cli/endpoints/online/custom-container/mlflow/multideployment-scikit/mlflow.dockerfile	17
cli/endpoints/online/custom-container/r/multimodel-plumber/r.dockerfile	4
cli/endpoints/online/custom-container/tfserving/half-plus-two/tfserving.dockerfile	1
cli/endpoints/online/custom-container/torchserve/densenet/torchserve.dockerfile	2
cli/endpoints/online/custom-container/triton/single-model/triton-cc.dockerfile	2
cli/endpoints/online/deploy-with-packages/custom-model/deploy.sh	15
cli/endpoints/online/deploy-with-packages/mlflow-model/deploy.sh	14
cli/endpoints/online/deploy-with-packages/registry-model/deploy.sh	6
cli/endpoints/online/managed/migration/migrate-service.sh	27
cli/endpoints/online/managed/vnet/setup_vm/scripts/build_image.sh	15
cli/endpoints/online/managed/vnet/setup_vm/scripts/create_moe.sh	19
cli/endpoints/online/managed/vnet/setup_vm/scripts/score_endpoint.sh	15
cli/endpoints/online/managed/vnet/setup_vm/scripts/vmsetup.sh	14
cli/endpoints/online/triton/single-model/olive_model_analyzer/demo.sh	21
cli/endpoints/online/triton/single-model/olive_model_analyzer/download.sh	3
cli/foundation-models/azure_openai/oai-v1/dataset-create.sh	1
cli/foundation-models/azure_openai/oai-v2/dataset-create.sh	1
cli/foundation-models/meta-llama-3/inference/meta-llama-3-70b-instruct/online-endpoint-deployment.sh	60
cli/foundation-models/meta-llama-3/inference/meta-llama-3-70b/online-endpoint-deployment.sh	60
cli/foundation-models/meta-llama-3/inference/meta-llama-3-8b-instruct/online-endpoint-deployment.sh	60
cli/foundation-models/meta-llama-3/inference/meta-llama-3-8b/online-endpoint-deployment.sh	60
cli/foundation-models/system/finetune/image-classification/multiclass-classification/hftransformers-fridgeobjects-multiclass-classification.sh	137
cli/foundation-models/system/finetune/image-classification/multilabel-classification/hftransformers-fridgeobjects-multilabel-classification.sh	137
cli/foundation-models/system/finetune/image-instance-segmentation/mmdetection-fridgeobjects-instance-segmentation.sh	141
cli/foundation-models/system/finetune/image-object-detection/mmdetection-fridgeobjects-detection.sh	141
cli/foundation-models/system/finetune/question-answering/extractive-qa.sh	129
cli/foundation-models/system/finetune/summarization/news-summary.sh	123
cli/foundation-models/system/finetune/text-classification/emotion-detection.sh	123
cli/foundation-models/system/finetune/text-generation/text-generation.sh	128
cli/foundation-models/system/finetune/text-to-image/diffusers-dreambooth-dog-text-to-image.sh	104
cli/foundation-models/system/finetune/token-classification/token-classification.sh	123
cli/foundation-models/system/finetune/translation/translation.sh	123
cli/foundation-models/system/finetune/video-multi-object-tracking/mmtracking-mot17tiny-mot.sh	118
cli/foundation-models/system/inference/automatic-speech-recognition/asr-batch-endpoint.sh	73
cli/foundation-models/system/inference/automatic-speech-recognition/asr-online-endpoint.sh	61
cli/foundation-models/system/inference/fill-mask/fill-mask-batch-endpoint.sh	73
cli/foundation-models/system/inference/fill-mask/fill-mask-online-endpoint.sh	61
cli/foundation-models/system/inference/image-classification/image-classification-batch-endpoint.sh	67
cli/foundation-models/system/inference/image-classification/image-classification-online-endpoint.sh	56
cli/foundation-models/system/inference/image-embeddings/image-embeddings-batch-endpoint.sh	66
cli/foundation-models/system/inference/image-embeddings/image-embeddings-online-endpoint.sh	57
cli/foundation-models/system/inference/image-instance-segmentation/image-instance-segmentation-batch-endpoint.sh	84
cli/foundation-models/system/inference/image-instance-segmentation/image-instance-segmentation-online-endpoint.sh	56
cli/foundation-models/system/inference/image-object-detection/image-object-detection-batch-endpoint.sh	84
cli/foundation-models/system/inference/image-object-detection/image-object-detection-online-endpoint.sh	57
cli/foundation-models/system/inference/image-text-embeddings/image-text-embeddings-batch-endpoint.sh	98
cli/foundation-models/system/inference/image-text-embeddings/image-text-embeddings-online-endpoint.sh	79
cli/foundation-models/system/inference/image-to-text/image-to-text-batch-endpoint.sh	66
cli/foundation-models/system/inference/image-to-text/image-to-text-online-endpoint.sh	57
cli/foundation-models/system/inference/mask-generation/mask-generation-batch-endpoint.sh	65
cli/foundation-models/system/inference/mask-generation/mask-generation-online-endpoint.sh	58
cli/foundation-models/system/inference/question-answering/question-answering-batch-endpoint.sh	73
cli/foundation-models/system/inference/question-answering/question-answering-online-endpoint.sh	61
cli/foundation-models/system/inference/summarization/summarization-batch-endpoint.sh	73
cli/foundation-models/system/inference/summarization/summarization-online-endpoint.sh	61
cli/foundation-models/system/inference/text-classification/text-classification-batch-endpoint.sh	73
cli/foundation-models/system/inference/text-classification/text-classification-online-endpoint.sh	61
cli/foundation-models/system/inference/text-generation/text-generation-batch-endpoint.sh	73
cli/foundation-models/system/inference/text-generation/text-generation-online-endpoint-dolly.sh	61
cli/foundation-models/system/inference/text-generation/text-generation-online-endpoint.sh	61
cli/foundation-models/system/inference/text-to-image/image-text-to-image-batch-endpoint.sh	72
cli/foundation-models/system/inference/text-to-image/image-text-to-image-online-endpoint.sh	60
cli/foundation-models/system/inference/text-to-image/text-to-image-batch-endpoint.sh	88
cli/foundation-models/system/inference/text-to-image/text-to-image-inpainting-batch-endpoint.sh	72
cli/foundation-models/system/inference/text-to-image/text-to-image-inpainting-online-endpoint.sh	55
cli/foundation-models/system/inference/text-to-image/text-to-image-online-endpoint.sh	62
cli/foundation-models/system/inference/token-classification/token-classification-batch-endpoint.sh	73
cli/foundation-models/system/inference/token-classification/token-classification-online-endpoint.sh	61
cli/foundation-models/system/inference/translation/translation-batch-endpoint.sh	73
cli/foundation-models/system/inference/translation/translation-online-endpoint.sh	61
cli/foundation-models/system/inference/video-multi-object-tracking/video-multi-object-tracking-online-endpoint.sh	58
cli/foundation-models/system/inference/visual-chat-completion/online-endpoint-deployment.sh	60
cli/foundation-models/system/inference/visual-question-answering/visual-question-answering-batch-endpoint.sh	66
cli/foundation-models/system/inference/visual-question-answering/visual-question-answering-online-endpoint.sh	57
cli/foundation-models/system/inference/zero-shot-image-classification/zero-shot-image-classification-batch-endpoint.sh	66
cli/foundation-models/system/inference/zero-shot-image-classification/zero-shot-image-classification-online-endpoint.sh	57
cli/generative-ai/promptflow/deploy-flow/command.sh	6
cli/jobs/deepspeed/deepspeed-autotuning/generate-yml.sh	29
cli/jobs/deepspeed/deepspeed-autotuning/src/start-deepspeed.sh	52
cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/resnet50v1.5/training/AMP/DGX1_RN50_AMP_250E.sh	1
cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/resnet50v1.5/training/AMP/DGX1_RN50_AMP_50E.sh	1
cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/resnet50v1.5/training/AMP/DGX1_RN50_AMP_90E.sh	1
cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/resnet50v1.5/training/AMP/DGX2_RN50_AMP_250E.sh	1
cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/resnet50v1.5/training/AMP/DGX2_RN50_AMP_50E.sh	1
cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/resnet50v1.5/training/AMP/DGX2_RN50_AMP_90E.sh	1
cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/resnet50v1.5/training/FP16/DGX1_RN50_FP16_250E.sh	1
cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/resnet50v1.5/training/FP16/DGX1_RN50_FP16_50E.sh	1
cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/resnet50v1.5/training/FP16/DGX1_RN50_FP16_90E.sh	1
cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/resnet50v1.5/training/FP16/DGX2_RN50_FP16_250E.sh	1
cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/resnet50v1.5/training/FP16/DGX2_RN50_FP16_50E.sh	1
cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/resnet50v1.5/training/FP16/DGX2_RN50_FP16_90E.sh	1
cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/resnet50v1.5/training/FP32/DGX1_RN50_FP32_250E.sh	1
cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/resnet50v1.5/training/FP32/DGX1_RN50_FP32_50E.sh	1
cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/resnet50v1.5/training/FP32/DGX1_RN50_FP32_90E.sh	1
cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/resnet50v1.5/training/FP32/DGX2_RN50_FP32_250E.sh	1
cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/resnet50v1.5/training/FP32/DGX2_RN50_FP32_50E.sh	1
cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/resnet50v1.5/training/FP32/DGX2_RN50_FP32_90E.sh	1
cli/jobs/pipelines-with-components/nyc_taxi_data_regression/run-sample.sh	36
cli/jobs/single-step/gpu_perf/src/gpu_perf.sh	44
cli/jobs/single-step/java/iris/pom.xml	157
cli/jobs/single-step/java/iris/run.sh	2
cli/jobs/single-step/java/iris/src/main/resources/Docker/mvn-entrypoint.sh	38
cli/jobs/spark/setup-attached-resources.sh	44
cli/jobs/spark/setup-identities.sh	14
cli/misc.sh	16
cli/mlflow-uri.sh	3
cli/run-job-pipeline-all.sh	78
cli/run-job.sh	65
cli/run-pipeline-job-with-registry-components.sh	9
cli/run-pipeline-jobs.sh	1
cli/schedules/schedule.sh	8
cli/setup.sh	13
cli/setup_oai_v2.sh	13
cli/train-rest.sh	112
cli/train.sh	77
cli/upload-data-to-blob.sh	11
deploy-arm-templates-az-cli.sh	107
deploy-arm-templates-rest.sh	559
infra/bootstrapping/bootstrap.sh	109
infra/bootstrapping/bootstrap_oai_v2.sh	51
infra/bootstrapping/cleanup.sh	64
infra/bootstrapping/copy-data.sh	33
infra/bootstrapping/create-components.sh	8
infra/bootstrapping/create-datasets.sh	9
infra/bootstrapping/create-environments.sh	6
infra/bootstrapping/create-registry-components.sh	32
infra/bootstrapping/init_environment.sh	76
infra/bootstrapping/init_environment_oai_v2.sh	72
infra/bootstrapping/remove_computes.sh	18
infra/bootstrapping/sdk_helpers.sh	759
infra/bootstrapping/update-datasets.sh	21
sdk/dotnet/AzureML-Samples-CSharp/AzureML-Samples-CSharp.csproj	18
sdk/dotnet/endpoints/batch/batch-inferencing-samples.csproj	13
sdk/python/endpoints/online/custom-container/triton/triton-cc.dockerfile	2
sdk/python/featurestore_sample/automation-test/setup-resources-cli.sh	59
sdk/python/featurestore_sample/automation-test/setup-resources-vnet.sh	48
sdk/python/featurestore_sample/automation-test/setup-resources.sh	43
sdk/python/jobs/pipelines/2b_train_cifar_10_with_pytorch/get-data/main.sh	3
sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/resnet50v1.5/training/AMP/DGX1_RN50_AMP_250E.sh	1
sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/resnet50v1.5/training/AMP/DGX1_RN50_AMP_50E.sh	1
sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/resnet50v1.5/training/AMP/DGX1_RN50_AMP_90E.sh	1
sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/resnet50v1.5/training/AMP/DGX2_RN50_AMP_250E.sh	1
sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/resnet50v1.5/training/AMP/DGX2_RN50_AMP_50E.sh	1
sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/resnet50v1.5/training/AMP/DGX2_RN50_AMP_90E.sh	1
sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/resnet50v1.5/training/FP16/DGX1_RN50_FP16_250E.sh	1
sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/resnet50v1.5/training/FP16/DGX1_RN50_FP16_50E.sh	1
sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/resnet50v1.5/training/FP16/DGX1_RN50_FP16_90E.sh	1
sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/resnet50v1.5/training/FP16/DGX2_RN50_FP16_250E.sh	1
sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/resnet50v1.5/training/FP16/DGX2_RN50_FP16_50E.sh	1
sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/resnet50v1.5/training/FP16/DGX2_RN50_FP16_90E.sh	1
sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/resnet50v1.5/training/FP32/DGX1_RN50_FP32_250E.sh	1
sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/resnet50v1.5/training/FP32/DGX1_RN50_FP32_50E.sh	1
sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/resnet50v1.5/training/FP32/DGX1_RN50_FP32_90E.sh	1
sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/resnet50v1.5/training/FP32/DGX2_RN50_FP32_250E.sh	1
sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/resnet50v1.5/training/FP32/DGX2_RN50_FP32_50E.sh	1
sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/resnet50v1.5/training/FP32/DGX2_RN50_FP32_90E.sh	1
sdk/python/jobs/spark/setup_spark.sh	142
sdk/python/setup.sh	6
sdk/python/setup_oai_v2.sh	17
setup/setup-ci/add-ssh-public-key.sh	4
setup/setup-ci/install-pip-package.sh	9
setup/setup-ci/jupyter-proxy.sh	14
setup/setup-ci/setup-custom-conda-env.sh	13
setup/setup-ci/setup-git.sh	10
setup/setup-dsvm/RStudio/ubuntu-install-RStudio-opensource.sh	15
setup/setup-dsvm/RStudio/ubuntu-install-RStudio-pro.sh	15
setup/setup-repo/azure-github.sh	27
setup/setup-repo/copy-data.sh	25
setup/setup-repo/create-components.sh	3
setup/setup-repo/create-compute-extras.sh	1
setup/setup-repo/create-compute.sh	4
setup/setup-repo/create-datasets.sh	9
setup/setup-repo/create-environments.sh	6
setup/setup-repo/create-workspace-extras.sh	5
setup/setup-repo/create-workspace-internal.sh	16
setup/setup-repo/setup-workspace.sh	12
setup/setup-repo/update-datasets.sh	13