quantization-aware-training topic

List quantization-aware-training repositories

hls4ml-tutorial

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123
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Tutorial notebooks for hls4ml

QualcommAI-MicroNet-submission-MixNet

35
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6
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3rd place solution for NeurIPS 2019 MicroNet challenge

mmdetection

93
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30
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OpenVINO Training Extensions Object Detection

qsparse

39
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2
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Train neural networks with joint quantization and pruning on both weights and activations using any pytorch modules

BitNet-Transformers

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31
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0️⃣1️⃣🤗 BitNet-Transformers: Huggingface Transformers Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch with Llama(2) Architecture

QSNNs

32
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4
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Quantization-aware training with spiking neural networks

LSQFakeQuantize-PyTorch

31
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6
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FakeQuantize with Learned Step Size(LSQ+) as Observer in PyTorch