path	# lines of code
ci/albert/parse_and_submit.py	173
ci/albert/sagemaker_pretraining.py	80
ci/albert/sagemaker_utils.py	49
ci/frcnn/ec2_singlenode.py	48
ci/frcnn/parse_and_submit.py	277
ci/frcnn/train_sagemaker.py	144
ci/frcnn/run_sagemaker.py	93
ci/frcnn/ssh.py	184
ci/frcnn/sagemaker_default_model_config.py	121
ci/frcnn/ec2_2nodes.py	170
models/nlp/albert/run_squad.py	453
models/nlp/albert/run_squad_evaluation.py	115
models/nlp/albert/launch_sagemaker.py	58
models/nlp/albert/run_pretraining.py	510
models/nlp/electra/utils.py	28
models/nlp/electra/run_pretraining.py	404
models/nlp/common/datasets.py	72
models/nlp/common/learning_rate_schedules.py	27
models/nlp/common/optimizers.py	35
models/nlp/common/arguments.py	139
models/nlp/common/preprocess.py	237
models/nlp/common/sagemaker_utils.py	73
models/nlp/common/utils.py	139
models/nlp/common/models.py	45
models/nlp/cloudformation/fsx.yaml	35
models/nlp/cloudformation/ec2.yaml	91
models/nlp/t5/mini_t5.py	85
models/nlp/t5/test.py	9
models/nlp/t5/mini_t5_pt.py	48
models/vision/detection/tools/train.py	238
models/vision/detection/tools/launch_sagemaker_job.py	52
models/vision/detection/tools/coco_eval.py	25
models/vision/detection/tools/test.py	145
models/vision/detection/tools/coco_error_analysis.py	155
models/vision/detection/configs/retinanet/SM/8/retinanet_r50v1_b_fpn_1x_coco.py	90
models/vision/detection/configs/retinanet/SM/8/retinanet_r50_fpn_1x_coco.py	95
models/vision/detection/configs/retinanet/SM/8/retinanet_r50v1_d_fpn_1x_coco.py	97
models/vision/detection/configs/retinanet/SM/8/retinanet_r50v1_d_fpn_1x_coco_sync_bn.py	90
models/vision/detection/configs/retinanet/SM/CI/8/sagemaker_8x8.py	38
models/vision/detection/configs/retinanet/SM/CI/8/retinanet_r50v1_d_fpn_1x_coco.py	1
models/vision/detection/configs/retinanet/SM/CI/1/sagemaker_1x8.py	31
models/vision/detection/configs/retinanet/SM/CI/1/retinanet_r50v1_d_fpn_1x_coco.py	1
models/vision/detection/configs/retinanet/SM/CI/4/sagemaker_4x8.py	38
models/vision/detection/configs/retinanet/SM/CI/4/retinanet_r50v1_d_fpn_1x_coco.py	1
models/vision/detection/configs/retinanet/SM/CI/2/sagemaker_2x8.py	38
models/vision/detection/configs/retinanet/SM/CI/2/retinanet_r50v1_d_fpn_1x_coco.py	1
models/vision/detection/configs/retinanet/SM/1/retinanet_r50v1_b_fpn_1x_coco.py	90
models/vision/detection/configs/retinanet/SM/1/retinanet_r50_fpn_1x_coco.py	95
models/vision/detection/configs/retinanet/SM/1/retinanet_r50v1_d_fpn_1x_coco.py	89
models/vision/detection/configs/retinanet/SM/1/retinanet_r50v1_d_fpn_1x_coco_sync_bn.py	90
models/vision/detection/configs/retinanet/SM/4/retinanet_r50v1_b_fpn_1x_coco.py	90
models/vision/detection/configs/retinanet/SM/4/retinanet_r50_fpn_1x_coco.py	95
models/vision/detection/configs/retinanet/SM/4/retinanet_r50v1_d_fpn_1x_coco.py	97
models/vision/detection/configs/retinanet/SM/4/retinanet_r50v1_d_fpn_1x_coco_sync_bn.py	90
models/vision/detection/configs/retinanet/SM/2/retinanet_r50v1_b_fpn_1x_coco.py	90
models/vision/detection/configs/retinanet/SM/2/retinanet_r50_fpn_1x_coco.py	95
models/vision/detection/configs/retinanet/SM/2/retinanet_r50v1_d_fpn_1x_coco.py	89
models/vision/detection/configs/retinanet/SM/2/retinanet_r50v1_d_fpn_1x_coco_sync_bn.py	90
models/vision/detection/configs/retinanet/EC2/CI/1/retinanet_r50v1_d_fpn_1x_coco.py	1
models/vision/detection/configs/retinanet/EC2/1/retinanet_r50_fpn_1x_coco.py	66
models/vision/detection/configs/retinanet/EC2/1/retinanet_r50v1_d_fpn_1x_coco.py	61
models/vision/detection/configs/retinanet/EC2/1/retinanet_r50v1_b_fpn_1x_coco_exp.py	61
models/vision/detection/configs/retinanet/EC2/1/retinanet_r50v1_d_fpn_1x_coco_sync_bn.py	66
models/vision/detection/configs/hrnet/EC2/1/faster_rcnn_hrnetv2p_w32_1x_coco.py	127
models/vision/detection/configs/common/datasets/coco.py	41
models/vision/detection/configs/common/runtime.py	19
models/vision/detection/configs/common/sagemaker_8x8.py	38
models/vision/detection/configs/common/sagemaker_1x8.py	31
models/vision/detection/configs/common/models/retinanet_fpn.py	43
models/vision/detection/configs/common/models/mask_rcnn_fpn.py	66
models/vision/detection/configs/common/models/cascade_rcnn_fpn.py	93
models/vision/detection/configs/common/models/faster_rcnn_fpn.py	54
models/vision/detection/configs/common/sagemaker_2x8.py	38
models/vision/detection/configs/common/sagemaker_4x8.py	38
models/vision/detection/configs/common/lr_policy.py	16
models/vision/detection/configs/cascade_rcnn/SM/8/cascade_rcnn_r50v1_d_fpn_1x_coco.py	146
models/vision/detection/configs/cascade_rcnn/SM/8/cascade_rcnn_r50_fpn_1x_coco.py	90
models/vision/detection/configs/cascade_rcnn/SM/CI/8/cascade_rcnn_r50v1_d_fpn_1x_coco.py	1
models/vision/detection/configs/cascade_rcnn/SM/CI/8/sagemaker_8x8.py	38
models/vision/detection/configs/cascade_rcnn/SM/CI/1/cascade_rcnn_r50v1_d_fpn_1x_coco.py	1
models/vision/detection/configs/cascade_rcnn/SM/CI/1/sagemaker_1x8.py	31
models/vision/detection/configs/cascade_rcnn/SM/CI/4/cascade_rcnn_r50v1_d_fpn_1x_coco.py	1
models/vision/detection/configs/cascade_rcnn/SM/CI/4/sagemaker_4x8.py	38
models/vision/detection/configs/cascade_rcnn/SM/CI/2/cascade_rcnn_r50v1_d_fpn_1x_coco.py	1
models/vision/detection/configs/cascade_rcnn/SM/CI/2/sagemaker_2x8.py	38
models/vision/detection/configs/cascade_rcnn/SM/1/cascade_rcnn_r50v1_d_fpn_1x_coco.py	136
models/vision/detection/configs/cascade_rcnn/SM/1/cascade_rcnn_r50_fpn_1x_coco.py	90
models/vision/detection/configs/cascade_rcnn/SM/4/cascade_rcnn_r50v1_d_fpn_1x_coco.py	146
models/vision/detection/configs/cascade_rcnn/SM/4/cascade_rcnn_r50_fpn_1x_coco.py	90
models/vision/detection/configs/cascade_rcnn/SM/2/cascade_rcnn_r50v1_d_fpn_1x_coco.py	136
models/vision/detection/configs/cascade_rcnn/SM/2/cascade_rcnn_r50_fpn_1x_coco.py	90
models/vision/detection/configs/cascade_rcnn/EC2/CI/1/cascade_rcnn_r50v1_d_fpn_1x_coco.py	1
models/vision/detection/configs/cascade_rcnn/EC2/1/cascade_rcnn_r50v1_d_fpn_1x_coco.py	107
models/vision/detection/configs/cascade_rcnn/EC2/1/cascade_rcnn_r50_fpn_1x_coco.py	61
models/vision/detection/configs/faster_rcnn/SM/8/faster_rcnn_r50v1_d_fpn_1x_coco.py	109
models/vision/detection/configs/faster_rcnn/SM/8/faster_rcnn_r50v1_d_fpn_1x_coco_sync_bn.py	90
models/vision/detection/configs/faster_rcnn/SM/8/faster_rcnn_r50_fpn_1x_coco.py	41
models/vision/detection/configs/faster_rcnn/SM/8/faster_rcnn_r50v1_b_fpn_1x_coco.py	89
models/vision/detection/configs/faster_rcnn/SM/CI/8/faster_rcnn_r50v1_d_fpn_1x_coco.py	1
models/vision/detection/configs/faster_rcnn/SM/CI/8/sagemaker_8x8.py	38
models/vision/detection/configs/faster_rcnn/SM/CI/1/faster_rcnn_r50v1_d_fpn_1x_coco.py	1
models/vision/detection/configs/faster_rcnn/SM/CI/1/sagemaker_1x8.py	31
models/vision/detection/configs/faster_rcnn/SM/CI/4/faster_rcnn_r50v1_d_fpn_1x_coco.py	1
models/vision/detection/configs/faster_rcnn/SM/CI/4/sagemaker_4x8.py	38
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models/vision/detection/configs/faster_rcnn/SM/CI/2/sagemaker_2x8.py	38
models/vision/detection/configs/faster_rcnn/SM/1/faster_rcnn_r50v1_d_fpn_1x_coco.py	89
models/vision/detection/configs/faster_rcnn/SM/1/faster_rcnn_r50v1_d_fpn_1x_coco_sync_bn.py	90
models/vision/detection/configs/faster_rcnn/SM/1/faster_rcnn_r50_fpn_1x_coco.py	41
models/vision/detection/configs/faster_rcnn/SM/1/faster_rcnn_r50v1_b_fpn_1x_coco.py	89
models/vision/detection/configs/faster_rcnn/SM/4/faster_rcnn_r50v1_d_fpn_1x_coco.py	109
models/vision/detection/configs/faster_rcnn/SM/4/faster_rcnn_r50v1_d_fpn_1x_coco_sync_bn.py	90
models/vision/detection/configs/faster_rcnn/SM/4/faster_rcnn_r50_fpn_1x_coco.py	41
models/vision/detection/configs/faster_rcnn/SM/4/faster_rcnn_r50v1_b_fpn_1x_coco.py	89
models/vision/detection/configs/faster_rcnn/SM/2/faster_rcnn_r50v1_d_fpn_1x_coco.py	94
models/vision/detection/configs/faster_rcnn/SM/2/faster_rcnn_r50v1_d_fpn_1x_coco_sync_bn.py	90
models/vision/detection/configs/faster_rcnn/SM/2/faster_rcnn_r50_fpn_1x_coco.py	41
models/vision/detection/configs/faster_rcnn/SM/2/faster_rcnn_r50v1_b_fpn_1x_coco.py	89
models/vision/detection/configs/faster_rcnn/EC2/CI/1/faster_rcnn_r50v1_d_fpn_1x_coco.py	1
models/vision/detection/configs/faster_rcnn/EC2/1/faster_rcnn_r50_fpn_1x_coco_eval.py	46
models/vision/detection/configs/faster_rcnn/EC2/1/faster_rcnn_r50v1_d_fpn_1x_coco.py	61
models/vision/detection/configs/faster_rcnn/EC2/1/faster_rcnn_r50v1_d_fpn_1x_coco_sync_bn.py	61
models/vision/detection/configs/faster_rcnn/EC2/1/faster_rcnn_r50_fpn_1x_coco.py	54
models/vision/detection/configs/faster_rcnn/EC2/1/faster_rcnn_r50v1_b_fpn_1x_coco.py	60
models/vision/detection/configs/mask_rcnn/SM/8/mask_rcnn_r50v1_d_fpn_1x_coco.py	162
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models/vision/detection/configs/mask_rcnn/SM/CI/8/sagemaker_8x8.py	38
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models/vision/detection/configs/mask_rcnn/SM/4/mask_rcnn_r50_fpn_1x_coco.py	94
models/vision/detection/configs/mask_rcnn/SM/2/mask_rcnn_r50v1_d_fpn_1x_coco.py	142
models/vision/detection/configs/mask_rcnn/SM/2/mask_rcnn_r50_fpn_1x_coco.py	94
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models/vision/detection/awsdet/datasets/registry.py	2
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models/vision/detection/awsdet/datasets/coco.py	158
models/vision/detection/awsdet/datasets/data_generator.py	34
models/vision/detection/awsdet/datasets/builder.py	6
models/vision/detection/awsdet/__init__.py	3
models/vision/detection/awsdet/apis/train.py	181
models/vision/detection/awsdet/apis/__init__.py	4
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models/vision/detection/awsdet/core/post_processing/__init__.py	1
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models/vision/detection/awsdet/core/bbox/__init__.py	1
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models/vision/detection/awsdet/core/evaluation/__init__.py	17
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models/vision/detection/awsdet/core/evaluation/bbox_overlaps.py	33
models/vision/detection/awsdet/core/evaluation/mean_ap.py	292
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models/vision/detection/awsdet/models/losses/__init__.py	1
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models/vision/classification/datasets.py	44
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models/vision/classification/preprocessing/augmentation_utils.py	9
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legacy/hpc-cluster/monitor/nvidia_smi.go	75
legacy/hpc-cluster/deeplearning-cluster.yml	314
legacy/hpc-cluster/deeplearning-worker_server.yml	313
legacy/utils/tensorflow/preprocess_imagenet.py	222
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legacy/models/resnet/mxnet/train_imagenet.py	409
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legacy/models/resnet/tensorflow/train_imagenet_resnet_hvd.py	923
setup.cfg	7