Documentation: https://mmdetection.readthedocs.io/

Introduction

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Run Faster-RCNN-resnet18:

python -m torch.distributed.launch --nproc_per_node=8 --master_port='23565' \
    tools/train.py configs/faster_rcnn/faster_rcnn_r18_fpn_1x_coco.py \
    --work-dir /job_data/  \
    --launcher pytorch 

Run Faster-RCNN-resnet50:

python -m torch.distributed.launch --nproc_per_node=8 --master_port='23565' \
    tools/train.py configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco.py \
    --work-dir /job_data/  \
    --launcher pytorch 

Run Mask-RCNN-resnet18:

python -m torch.distributed.launch --nproc_per_node=8 --master_port='23565' \
    tools/train.py configs/mask_rcnn/mask_rcnn_r18_fpn_1x_coco.py \
    --work-dir /job_data/  \
    --launcher pytorch 

Run Mask-RCNN-resnet50:

python -m torch.distributed.launch --nproc_per_node=8 --master_port='23565' \
    tools/train.py configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.py \
    --work-dir /job_data/  \
    --launcher pytorch 

Run Cascade-RCNN-resnet50:

python -m torch.distributed.launch --nproc_per_node=8 --master_port='23565' \
    tools/train.py configs/cascade_rcnn/cascade_rcnn_r50_fpn_1x_coco.py \
    --work-dir /job_data/  \
    --launcher pytorch 

This repo is referred from MMDetection.