TuSimple / TuSimple-DUC

Understanding Convolution for Semantic Segmentation
https://arxiv.org/abs/1702.08502
Apache License 2.0
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training from pretrained model (resnet101) need so much time ? #26

Closed shipengai closed 6 years ago

shipengai commented 6 years ago

Thanks for your sharing and guidance。 This is my first time to train segmentation network Now, I use one nvidia-card to train . All parameters is same with provided train.cfg. Only use fine annotation datasets. The pretrained model is init.params . now ,the speed of training is 0.78samples/sec. It take 7.5 hours to train one epoch!