forked from mindspore-Ecosystem/mindspore
!3563 fix a bug that causes failure when running muti-p from origin dataset,not from MR
Merge pull request !3563 from zhouyuanshen/master
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commit
cf6e13cc48
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@ -118,7 +118,7 @@ epoch: 12 step: 7393, rpn_loss: 0.00691, rcnn_loss: 0.10168, rpn_cls_loss: 0.005
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```
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# infer
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sh run_infer.sh [VALIDATION_DATASET_PATH] [CHECKPOINT_PATH]
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sh run_eval.sh [VALIDATION_JSON_FILE] [CHECKPOINT_PATH]
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```
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> checkpoint can be produced in training process.
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@ -108,7 +108,7 @@ if __name__ == '__main__':
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prefix = "FasterRcnn_eval.mindrecord"
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mindrecord_dir = config.mindrecord_dir
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mindrecord_file = os.path.join(mindrecord_dir, prefix)
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if not os.path.exists(mindrecord_file):
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if args_opt.rank_id == 0 and not os.path.exists(mindrecord_file):
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if not os.path.isdir(mindrecord_dir):
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os.makedirs(mindrecord_dir)
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if args_opt.dataset == "coco":
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@ -126,5 +126,8 @@ if __name__ == '__main__':
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else:
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print("IMAGE_DIR or ANNO_PATH not exits.")
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while not os.path.exists(mindrecord_file + ".db"):
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time.sleep(5)
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print("Start Eval!")
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FasterRcnn_eval(mindrecord_file, args_opt.checkpoint_path, args_opt.ann_file)
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@ -16,7 +16,7 @@
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if [ $# != 2 ]
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then
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echo "Usage: sh run_eval.sh [ANN_FILE] [CHECKPOINT_PATH]"
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echo "Usage: sh run_eval.sh [VALIDATION_JSON_FILE] [CHECKPOINT_PATH]"
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exit 1
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fi
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@ -16,6 +16,7 @@
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"""train FasterRcnn and get checkpoint files."""
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import os
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import time
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import argparse
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import random
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import numpy as np
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@ -72,7 +73,7 @@ if __name__ == '__main__':
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prefix = "FasterRcnn.mindrecord"
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mindrecord_dir = config.mindrecord_dir
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mindrecord_file = os.path.join(mindrecord_dir, prefix + "0")
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if not os.path.exists(mindrecord_file):
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if rank == 0 and not os.path.exists(mindrecord_file):
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if not os.path.isdir(mindrecord_dir):
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os.makedirs(mindrecord_dir)
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if args_opt.dataset == "coco":
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@ -90,6 +91,9 @@ if __name__ == '__main__':
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else:
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print("IMAGE_DIR or ANNO_PATH not exits.")
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while not os.path.exists(mindrecord_file + ".db"):
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time.sleep(5)
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if not args_opt.only_create_dataset:
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loss_scale = float(config.loss_scale)
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