code and results for <<Discrimination-aware Channel Pruning for Deep Neural Networks>>
Author Code: https://github.com/SCUT-AILab/DCP
Metric: Reconstruction error
Network:
rc56(resnet 56)
GPU:
batch: 1 32 64 128
pruning ratio: 0.2 0.4 0.6 0.8
environment: Tensorrt
precision: FP16 INT8
DLA:(max 32)
batch: 1 8 16 32
pruning ratio: 0.2 0.4 0.6 0.8
environment: Tensorrt
precision: FP16 INT8
CPU:
batch: 1 32 64 128
pruning ratio: 0.2 0.4 0.6 0.8
environment: onnxruntime
precision: FP32