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@@ -46,15 +46,14 @@ model = pdx.models.PPYOLO(num_classes=num_classes, backbone='ResNet50_vd_dcn')
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# API说明:https://github.com/PaddlePaddle/PaddleX/blob/release/2.0-rc/paddlex/cv/models/detector.py#L154
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# 各参数介绍与调整说明:https://paddlex.readthedocs.io/zh_CN/develop/appendix/parameters.html
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model.train(
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- num_epochs=500,
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+ num_epochs=405,
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train_dataset=train_dataset,
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train_batch_size=8,
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eval_dataset=eval_dataset,
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- pretrain_weights='COCO',
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learning_rate=0.005 / 12,
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- warmup_steps=500,
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+ warmup_steps=1000,
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warmup_start_lr=0.0,
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save_interval_epochs=5,
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- lr_decay_epochs=[160, 220, 250],
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+ lr_decay_epochs=[243, 324],
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save_dir='output/ppyolo_r50vd_dcn',
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use_vdl=True)
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