onnxslim

OnnxSlim: A Toolkit to Help Optimize Onnx Model

108 个版本 Python >=3.8
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安装
pip install onnxslim
poetry add onnxslim
pipenv install onnxslim
conda install onnxslim
描述

OnnxSlim Logo OnnxSlim Logo

DeepWiki

OnnxSlim can help you slim your onnx model, with less operators, but same accuracy, better inference speed.

Installation

Using Prebuilt

pip install onnxslim

Install From Source

pip install git+https://github.com/inisis/OnnxSlim@main

Install From Local

git clone https://github.com/inisis/OnnxSlim && cd OnnxSlim/
pip install .

How to use

Bash

onnxslim your_onnx_model slimmed_onnx_model

Inscript

import onnx
import onnxslim

model = onnx.load("model.onnx")
slimmed_model = onnxslim.slim(model)

if slimmed_model:
    onnx.save(slimmed_model, "slimmed_model.onnx")

For more usage, see onnxslim -h or refer to our examples

Projects using OnnxSlim

NVIDIA/TensorRT-Model-Optimizer alibaba/MNN
ultralytics/ultralytics Mozilla/smart_autofill
alibaba/MNN-LLM huggingface/transformers.js
huggingface/optimum PaddlePaddle/PaddleOCR
ModelScope/FunASR CVCUDA/CV-CUDA
THU-MIG/yolov10 sunsmarterjie/yolov12
nndeploy/nndeploy deepghs/imgutils
amd/Quark

References

Contributors

Contact

Discord: https://discord.gg/nRw2Fd3VUS QQ Group: 873569894

分类
Intended Audience :: Developers License :: OSI Approved :: MIT License Programming Language :: Python :: 3 Topic :: Scientific/Engineering :: Artificial Intelligence
版本列表
0.1.94 2026-05-22
0.1.93 2026-05-09
0.1.92 2026-04-29
0.1.91 2026-04-11
0.1.90 2026-03-21
0.1.89 2026-03-18
0.1.88 2026-03-15
0.1.87 2026-03-04
0.1.86 2026-02-26
0.1.85 2026-02-11
0.1.84 2026-02-06
0.1.83 2026-02-03
0.1.82 2026-01-01
0.1.81 2025-12-31
0.1.80 2025-12-15
0.1.79 2025-12-13
0.1.78 2025-12-03
0.1.77 2025-11-26
0.1.76 2025-11-26
0.1.75 2025-11-22
0.1.74 2025-11-08
0.1.73 2025-11-04
0.1.72 2025-10-26
0.1.71 2025-10-09
0.1.70 2025-09-30
0.1.69 2025-09-21
0.1.68 2025-09-10
0.1.67 2025-09-04
0.1.66 2025-09-03
0.1.65 2025-08-22
0.1.64 2025-08-07
0.1.63 2025-08-05
0.1.62 2025-08-04
0.1.61 2025-07-21
0.1.60 2025-07-20
0.1.59 2025-07-05
0.1.58 2025-06-22
0.1.57 2025-06-09
0.1.56 2025-06-02
0.1.55 2025-05-31
0.1.54 2025-05-29
0.1.53 2025-05-14
0.1.52 2025-05-09
0.1.51 2025-05-02
0.1.50 2025-04-09
0.1.49 2025-03-27
0.1.48 2025-01-24
0.1.47 2025-01-08
0.1.46 2025-01-05
0.1.45 2024-12-21
0.1.44 2024-12-14
0.1.43 2024-12-05
0.1.42 2024-11-25
0.1.41 2024-11-24
0.1.40 2024-11-24
0.1.39 2024-11-12
0.1.38 2024-11-12
0.1.37 2024-11-10
0.1.36 2024-10-28
0.1.35 2024-10-02
0.1.34 2024-09-13
0.1.33 2024-09-06
0.1.32 2024-07-13
0.1.31 2024-06-22
0.1.30 2024-06-21
0.1.29.1 2024-06-14
0.1.29 2024-06-10
0.1.28 2024-05-30
0.1.27 2024-05-28
0.1.26 2024-05-14
0.1.25 2024-04-28
0.1.24 2024-03-27
0.1.23 2024-03-24
0.1.22 2024-03-16
0.1.21.1 2024-03-14
0.1.21 2024-03-13
0.1.20 2024-03-11
0.1.19 2024-03-09
0.1.18 2024-03-07
0.1.17 2024-03-02
0.1.16 2024-01-27
0.1.15 2024-01-26
0.1.14.1 2024-01-25
0.1.14 2024-01-24
0.1.13 2024-01-02
0.1.12 2023-12-27
0.1.11 2023-12-24
0.1.10 2023-12-21
0.1.9.1 2023-12-19
0.1.9 2023-12-19
0.1.8 2023-12-16
0.1.7 2023-12-03
0.1.6 2023-11-24
0.1.5 2023-11-09
0.1.4 2023-11-02
0.1.3 2023-10-31
0.1.2 2023-10-28
0.1.1 2023-10-23
0.1.0 2023-10-13
0.0.9 2023-10-07
0.0.8 2023-09-18
0.0.7 2023-09-17
0.0.6 2023-09-12
0.0.5 2023-09-11
0.0.4 2023-08-29
0.0.3 2023-08-28
0.0.2 2023-08-28
0.0.1 2023-08-24