THU-MIG / yolov10

YOLOv10: Real-Time End-to-End Object Detection

Home Page:https://arxiv.org/abs/2405.14458

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Some questions about training models

AntyRia opened this issue · comments

Hi, thank you for your outstanding contributions.

One of the problems I found when I was doing multi-card training through DDP was that the GPU itself was taking progressively more time per epoch under normal working conditions.

May I ask whether this phenomenon is normal? If not, can you provide some solutions? Thank u so much

This is the command I used:yolo detect train data=/data/dataset/yaml/base.yaml model=/data/dataset/model/yolov8m.pt \ epochs=1500 imgsz=640 device=0,1 batch=64 workers=32 \ name=0705_base_dataset project=train_result_base_tyh exist_ok=True \ cos_lr=true profile=true degrees=45 scale=0.8 shear=45 flipud=0.5 mosaic=0.8 mixup=0.4 copy_paste=0.4 perspective=0.001 save_period=200

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