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integer-arithmetic-only
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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、reg…
pytorchpruningconvolutional-networksquantizationxnor-nettensorrtmodel-compressionbnnneuromorphic-computinggroup-convolutiononnxnetwork-in-networktensorrt-int8-pythondorefatwnnetwork-slimminginteger-arithmetic-onlyquantization-aware-trainingpost-training-quantizationbatch-normalization-fuse
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May 6, 2025 - Python
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