Path	Lines of Code
      build_and_train_models/sm-distributed_model_parallel_v2/shared-scripts/data/pipelines/data_pipeline.py	78
      build_and_train_models/sm-distributed_model_parallel_v2/shared-scripts/data/prep/_prepare_nemo_megatron_dataset.py	259
      build_and_train_models/sm-distributed_model_parallel_v2/shared-scripts/fsdp_utils.py	51
      build_and_train_models/sm-heterogeneous_clusters_for_model_training/code/train_dnn.py	136
      build_and_train_models/sm-introduction_to_object2vec_sentence_similarity/sm-introduction_to_object2vec_sentence_similarity.ipynb	1813
      build_and_train_models/sm-object_detection_birds/sm-object_detection_birds.ipynb	1993
 archived/Text_Classification_BERT/scripts/train_bert.py	207
 archived/ap-batch-transform.ipynb	965
 archived/bandits_recsys_movielens_testbed/src/env.py	91
 archived/bandits_recsys_movielens_testbed/src/vw_agent.py	234
 archived/bandits_statlog_vw_customEnv/src/vw_model.py	112
 archived/deep_demand_forecasting/lstnet/inference.py	37
 archived/end_to_end_music_recommendation/code/demo_helpers.py	214
 archived/falcon/data_pipeline.py	154
 archived/falcon/train.py	1004
 archived/fraud_detection/demo_helpers.py	110
 archived/inference_pipeline_custom_containers/containers/postprocessor/docker/code/predictor.py	112
 archived/inference_pipeline_custom_containers/containers/preprocessor/docker/code/predictor.py	94
 archived/language-modeling/scripts/run_mlm.py	544
 archived/multi_modal_parallel_sagemaker_labeling_workflows_with_step_functions/src/lambda_src/api_batch_create/main.py	192
 archived/multi_modal_parallel_sagemaker_labeling_workflows_with_step_functions/src/lambda_src/api_workforce_show/main.py	89
 archived/multi_modal_parallel_sagemaker_labeling_workflows_with_step_functions/src/lambda_src/shared/db.py	297
 archived/multi_modal_parallel_sagemaker_labeling_workflows_with_step_functions/src/lambda_src/step_functions_send_second_level_sns_and_check_response/main.py	65
 archived/rl_gamerserver_ray/common/sagemaker_rl/coach_launcher.py	230
 archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/clients/ddb/model_db_client.py	140
 archived/rl_gamerserver_ray/common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py	1383
 archived/rl_gamerserver_ray/common/sagemaker_rl/ray_launcher.py	311
 archived/sagemaker-autopilot-pipelines/autopilot_pipelines_demo_notebook.ipynb	692
 archived/smp-gpt-sharded-data-parallel/data_pipeline.py	154
 archived/smp-gpt-sharded-data-parallel/train.py	989
 archived/smp-train-gpt-neox-sharded-data-parallel/data_pipeline.py	154
 archived/smp-train-gpt-neox-sharded-data-parallel/train.py	993
 archived/smp-train-gptj-sharded-data-parallel-tp/data_pipeline.py	154
 archived/smp-train-gptj-sharded-data-parallel-tp/train.py	984
 archived/smp-train-t5-sharded-data-parallel/data_pipeline.py	154
 archived/smp-train-t5-sharded-data-parallel/train.py	1000
 archived/tensorflow2-california-housing-sagemaker-pipelines-deploy-endpoint/tensorflow2-california-housing-sagemaker-pipelines-deploy-endpoint.ipynb	2179
 archived/text-to-image-fine-tuning/config/kohya-sdxl-config.toml	80