A pytorch implementation of dorefa quantization. Contribute to Jzz24/pytorch_quantization development by creating an account on GitHub.
git clone git@github.com:yhwang-hub/yolov7_quantization.git 2.Install dependencies pip install pytorch-quantization --extra-index-url https://pypi.ngc.nvidia.com 3.Prepare coco dataset .├── annotations │ ├── captions_train2017.json │ ├── captions_val2017.json │ ├── instan...
Quantized CPU ops: https://github.com/pytorch/pytorch/tree/master/aten/src/ATen/native/quantized/cpu Tests for quantized tensors: https://github.com/pytorch/pytorch/blob/master/test/test_quantized_tensor.py Quantized modules: Modules:https://github.com/pytorch/pytorch/tree/master/torch/nn/qua...
If it's not yet supported, do you have any suggestions or workarounds to force kernels, input/output formats to be fp16 after calibration using fp32? Moreover, how can I set the data type for the inputs and outputs of all layers, especially if I have a large model where manual conf...
master 3Branches0Tags Code Folders and files Name Last commit message Last commit date Latest commit Jermmy add QSigmoid Jun 18, 2023 704857d·Jun 18, 2023 History 32 Commits .gitignore add note for PTQ and QAT Jun 30, 2022 LICENSE ...
A pytorch quantization backend for optimum. Contribute to huggingface/optimum-quanto development by creating an account on GitHub.
@software{torchao, title = {torchao: PyTorch native quantization and sparsity for training and inference}, author = {torchao maintainers and contributors}, url = {https://github.com/pytorch/torchao}, license = {BSD-3-Clause}, month = oct, year = {2024} }About...
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pytorch_quantization git安装 pytorch github Facebook官方博客表示,PyTorch Hub是一个简易API和工作流程,为复现研究提供了基本构建模块,包含预训练模型库。并且,PyTorch Hub还支持Colab,能与论文代码结合网站Papers With Code集成,用于更广泛的研究。发布首日已有18个模型“入驻”,获得英伟达官方力挺。而且Facebook还鼓励...
Today, we are excited to introduce [🤗 quanto](https://github.com/huggingface/quanto), a versatile pytorch quantization toolkit, that provides several unique features: - available in eager mode (works with non-traceable models) - quantized models can be placed on any device (including CUDA an...