Path	Lines of Code
CHANGELOG.md	2406
CODE_OF_CONDUCT.md	4
CONTRIBUTING.md	182
README.rst	154
doc/algorithms/factorization_machines.rst	17
doc/algorithms/index.rst	17
doc/algorithms/ipinsights.rst	18
doc/algorithms/kmeans.rst	17
doc/algorithms/knn.rst	18
doc/algorithms/lda.rst	17
doc/algorithms/linear_learner.rst	17
doc/algorithms/ntm.rst	18
doc/algorithms/object2vec.rst	18
doc/algorithms/pca.rst	17
doc/algorithms/randomcutforest.rst	17
doc/algorithms/sagemaker.amazon.amazon_estimator.rst	7
doc/amazon_sagemaker_debugger.rst	283
doc/amazon_sagemaker_featurestore.rst	289
doc/amazon_sagemaker_model_monitoring.rst	129
doc/amazon_sagemaker_processing.rst	167
doc/api/index.rst	11
doc/api/inference/async_inference.rst	15
doc/api/inference/deserializers.rst	6
doc/api/inference/index.rst	7
doc/api/inference/model.rst	14
doc/api/inference/model_monitor.rst	34
doc/api/inference/multi_data_model.rst	6
doc/api/inference/pipeline.rst	6
doc/api/inference/predictor_async.rst	7
doc/api/inference/predictors.rst	7
doc/api/inference/serializers.rst	6
doc/api/inference/serverless.rst	7
doc/api/inference/transformer.rst	6
doc/api/prep_data/feature_store.rst	54
doc/api/training/algorithm.rst	6
doc/api/training/analytics.rst	18
doc/api/training/automl.rst	10
doc/api/training/debugger.rst	57
doc/api/training/distributed.rst	9
doc/api/training/estimators.rst	18
doc/api/training/index.rst	13
doc/api/training/parameter.rst	6
doc/api/training/processing.rst	14
doc/api/training/sdp_versions/latest.rst	6
doc/api/training/sdp_versions/latest/smd_data_parallel_pytorch.rst	371
doc/api/training/sdp_versions/latest/smd_data_parallel_tensorflow.rst	331
doc/api/training/sdp_versions/v1.0.0/smd_data_parallel_pytorch.rst	362
doc/api/training/sdp_versions/v1.0.0/smd_data_parallel_tensorflow.rst	349
doc/api/training/sdp_versions/v1.1.x/smd_data_parallel_pytorch.rst	362
doc/api/training/sdp_versions/v1.1.x/smd_data_parallel_tensorflow.rst	351
doc/api/training/sdp_versions/v1_0_0.rst	6
doc/api/training/sdp_versions/v1_1_x.rst	6
doc/api/training/smd_data_parallel.rst	83
doc/api/training/smd_data_parallel_release_notes/smd_data_parallel_change_log.rst	130
doc/api/training/smd_model_parallel.rst	46
doc/api/training/smd_model_parallel_general.rst	332
doc/api/training/smd_model_parallel_release_notes/smd_model_parallel_change_log.rst	302
doc/api/training/smp_versions/archives.rst	8
doc/api/training/smp_versions/latest.rst	25
doc/api/training/smp_versions/latest/smd_model_parallel_common_api.rst	369
doc/api/training/smp_versions/latest/smd_model_parallel_pytorch.rst	467
doc/api/training/smp_versions/latest/smd_model_parallel_pytorch_tensor_parallel.rst	679
doc/api/training/smp_versions/latest/smd_model_parallel_tensorflow.rst	114
doc/api/training/smp_versions/v1.1.0/smd_model_parallel_common_api.rst	349
doc/api/training/smp_versions/v1.1.0/smd_model_parallel_pytorch.rst	389
doc/api/training/smp_versions/v1.1.0/smd_model_parallel_tensorflow.rst	114
doc/api/training/smp_versions/v1.2.0/smd_model_parallel_common_api.rst	351
doc/api/training/smp_versions/v1.2.0/smd_model_parallel_pytorch.rst	413
doc/api/training/smp_versions/v1.2.0/smd_model_parallel_tensorflow.rst	114
doc/api/training/smp_versions/v1.3.0/smd_model_parallel_common_api.rst	351
doc/api/training/smp_versions/v1.3.0/smd_model_parallel_pytorch.rst	426
doc/api/training/smp_versions/v1.3.0/smd_model_parallel_tensorflow.rst	120
doc/api/training/smp_versions/v1.4.0/smd_model_parallel_common_api.rst	351
doc/api/training/smp_versions/v1.4.0/smd_model_parallel_pytorch.rst	426
doc/api/training/smp_versions/v1.4.0/smd_model_parallel_tensorflow.rst	120
doc/api/training/smp_versions/v1.5.0/smd_model_parallel_common_api.rst	351
doc/api/training/smp_versions/v1.5.0/smd_model_parallel_pytorch.rst	426
doc/api/training/smp_versions/v1.5.0/smd_model_parallel_tensorflow.rst	120
doc/api/training/smp_versions/v1_1_0.rst	8
doc/api/training/smp_versions/v1_2_0.rst	8
doc/api/training/smp_versions/v1_3_0.rst	8
doc/api/training/smp_versions/v1_4_0.rst	8
doc/api/training/smp_versions/v1_5_0.rst	8
doc/api/training/tuner.rst	18
doc/api/utility/image_uris.rst	6
doc/api/utility/index.rst	7
doc/api/utility/inputs.rst	10
doc/api/utility/lambda_helper.rst	6
doc/api/utility/network.rst	6
doc/api/utility/s3.rst	6
doc/api/utility/session.rst	6
doc/frameworks/chainer/index.rst	10
doc/frameworks/chainer/sagemaker.chainer.rst	20
doc/frameworks/chainer/using_chainer.rst	412
doc/frameworks/huggingface/index.rst	10
doc/frameworks/huggingface/sagemaker.huggingface.rst	26
doc/frameworks/index.rst	15
doc/frameworks/mxnet/index.rst	10
doc/frameworks/mxnet/sagemaker.mxnet.rst	20
doc/frameworks/mxnet/using_mxnet.rst	444
doc/frameworks/pytorch/index.rst	7
doc/frameworks/pytorch/sagemaker.pytorch.rst	20
doc/frameworks/pytorch/using_pytorch.rst	495
doc/frameworks/rl/index.rst	10
doc/frameworks/rl/sagemaker.rl.rst	8
doc/frameworks/rl/using_rl.rst	144
doc/frameworks/sklearn/index.rst	10
doc/frameworks/sklearn/sagemaker.sklearn.rst	26
doc/frameworks/sklearn/using_sklearn.rst	354
doc/frameworks/sparkml/index.rst	7
doc/frameworks/sparkml/sagemaker.sparkml.rst	14
doc/frameworks/tensorflow/deploying_tensorflow_serving.rst	468
doc/frameworks/tensorflow/index.rst	12
doc/frameworks/tensorflow/sagemaker.tensorflow.rst	20
doc/frameworks/tensorflow/upgrade_from_legacy.rst	170
doc/frameworks/tensorflow/using_tf.rst	661
doc/frameworks/xgboost/index.rst	7
doc/frameworks/xgboost/using_xgboost.rst	335
doc/frameworks/xgboost/xgboost.rst	13
doc/index.rst	66
doc/overview.rst	908
doc/v2.rst	327
doc/workflows/airflow/index.rst	10
doc/workflows/airflow/sagemaker.workflow.airflow.rst	26
doc/workflows/airflow/using_workflow.rst	128
doc/workflows/index.rst	9
doc/workflows/pipelines/index.rst	7
doc/workflows/pipelines/sagemaker.workflow.pipelines.rst	85
doc/workflows/step_functions/index.rst	11
mypy.ini	2
src/sagemaker/amazon/README.rst	33
src/sagemaker/automl/README.rst	45
src/sagemaker/image_uri_config/autogluon.json	72
src/sagemaker/image_uri_config/blazingtext.json	35
src/sagemaker/image_uri_config/chainer.json	101
src/sagemaker/image_uri_config/clarify.json	35
src/sagemaker/image_uri_config/coach-mxnet.json	68
src/sagemaker/image_uri_config/coach-tensorflow.json	181
src/sagemaker/image_uri_config/data-wrangler.json	33
src/sagemaker/image_uri_config/debugger.json	34
src/sagemaker/image_uri_config/factorization-machines.json	35
src/sagemaker/image_uri_config/forecasting-deepar.json	34
src/sagemaker/image_uri_config/huggingface-training-compiler.json	38
src/sagemaker/image_uri_config/huggingface.json	952
src/sagemaker/image_uri_config/image-classification-neo.json	34
src/sagemaker/image_uri_config/image-classification.json	35
src/sagemaker/image_uri_config/inferentia-mxnet.json	36
src/sagemaker/image_uri_config/inferentia-pytorch.json	36
src/sagemaker/image_uri_config/inferentia-tensorflow.json	36
src/sagemaker/image_uri_config/ipinsights.json	35
src/sagemaker/image_uri_config/kmeans.json	35
src/sagemaker/image_uri_config/knn.json	35
src/sagemaker/image_uri_config/lda.json	25
src/sagemaker/image_uri_config/linear-learner.json	35
src/sagemaker/image_uri_config/model-monitor.json	33
src/sagemaker/image_uri_config/mxnet.json	866
src/sagemaker/image_uri_config/neo-mxnet.json	50
src/sagemaker/image_uri_config/neo-pytorch.json	168
src/sagemaker/image_uri_config/neo-tensorflow.json	49
src/sagemaker/image_uri_config/ntm.json	35
src/sagemaker/image_uri_config/object-detection.json	35
src/sagemaker/image_uri_config/object2vec.json	35
src/sagemaker/image_uri_config/pca.json	35
src/sagemaker/image_uri_config/pytorch.json	1031
src/sagemaker/image_uri_config/randomcutforest.json	35
src/sagemaker/image_uri_config/ray-pytorch.json	46
src/sagemaker/image_uri_config/ray-tensorflow.json	190
src/sagemaker/image_uri_config/semantic-segmentation.json	35
src/sagemaker/image_uri_config/seq2seq.json	35
src/sagemaker/image_uri_config/sklearn.json	68
src/sagemaker/image_uri_config/spark.json	65
src/sagemaker/image_uri_config/sparkml-serving.json	63
src/sagemaker/image_uri_config/tensorflow.json	2635
src/sagemaker/image_uri_config/vw.json	25
src/sagemaker/image_uri_config/xgboost-neo.json	34
src/sagemaker/image_uri_config/xgboost.json	224
src/sagemaker/workflow/README.rst	10
src/sagemaker/xgboost/README.rst	64
tests/data/monitor/constraint_violations.json	31
tests/data/monitor/constraints.json	36
tests/data/monitor/statistics.json	29
tests/data/pipeline/clarify_check_step/data_bias/bad_cases/analysis.json	56
tests/data/pipeline/clarify_check_step/data_bias/good_cases/analysis.json	56
tests/data/pipeline/quality_check_step/data_quality/bad_cases/constraints.json	57
tests/data/pipeline/quality_check_step/data_quality/good_cases/constraints.json	57
tests/data/pipeline/quality_check_step/data_quality/statistics.json	403
tests/data/pipeline/quality_check_step/model_quality/bad_cases/constraints.json	21
tests/data/pipeline/quality_check_step/model_quality/good_cases/constraints.json	21
tests/data/pipeline/quality_check_step/model_quality/statistics.json	24
tests/data/spark/conf/configuration.json	60
tox.ini	145