herbiezhao

why pb model size of pruned model is large than original pb model size

9

I use DCP to prune mobilenet_v2 with prune ratio 0.5. After pruning model, I use export_chn_pruned_tflite_model to compress model from ckpt to pb. But I find that the size of...

GPU load is severely unbalanced

4

I have 8 2080ti GPUs (11GB). When I train, I can only use 4 cards, and the batchsize can only be set to 5. GPU 0 occupies 10481 MB, and...

How to train model on high-resolution images

2

If I want to inference on high-resolution images(2048x2048), how do I need to train the model? The current effect is that the higher the resolution, the worse the effect. In...