666DZY666 / micronet

micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape
MIT License
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分组卷积中变量含义,如何针对depthwise卷积进行剪枝? #32

Open AIprogrammer opened 4 years ago

AIprogrammer commented 4 years ago

你好,请问gc_group.py中groups, prune_base_num含义是什么, 感觉groups.append(int(nums[j] / channels[j+1])) 用前一层的out_channel除以下一层的in_channel,不太清楚这里的含义?