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Train on the VOC dataset #5

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Yingna-Fu opened this issue Dec 13, 2019 · 2 comments
Open

Train on the VOC dataset #5

Yingna-Fu opened this issue Dec 13, 2019 · 2 comments

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@Yingna-Fu
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Yingna-Fu commented Dec 13, 2019

If using VOC to train ,how can I set the learning rate(2 GPUs)? Looking forward for your reply,thank you very much

@xytpai
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xytpai commented Dec 17, 2019

"load": false, "save": true, "pretrain": true, "freeze_bn": true, "freeze_stages": 1, "epoches": 30, "nbatch_train": 28, "nbatch_eval": 28, "device": [0,1,2,3], "num_workers": 14, "lr_base": 0.01, "lr_gamma": 0.1, "lr_schedule": [16000, 22000], "momentum": 0.9, "weight_decay": 0.0001, "boxarea_th": 32, "grad_clip": 3, "img_scale_min": 0.6, "augmentation": false

@xytpai
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xytpai commented Dec 17, 2019

This configuration can achieve 77(map50) in voc2007 test

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