Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Distiller | 4,252 | a year ago | 65 | apache-2.0 | Jupyter Notebook | |||||
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller | ||||||||||
Pinto_model_zoo | 3,121 | 3 months ago | 11 | mit | Python | |||||
A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML. | ||||||||||
Deepsparse | 2,729 | 3 | 3 months ago | 141 | December 07, 2023 | 28 | other | Python | ||
Sparsity-aware deep learning inference runtime for CPUs | ||||||||||
Micronet | 2,177 | 3 years ago | 46 | October 06, 2021 | 70 | mit | Python | |||
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、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape | ||||||||||
Optimum | 1,908 | 53 | 3 months ago | 53 | December 06, 2023 | 295 | apache-2.0 | Python | ||
🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools | ||||||||||
Ppq | 957 | 10 months ago | 9 | apache-2.0 | Python | |||||
PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool. | ||||||||||
Nncf | 725 | 6 | 3 months ago | 16 | November 16, 2023 | 46 | apache-2.0 | Python | ||
Neural Network Compression Framework for enhanced OpenVINO™ inference | ||||||||||
Deepvac | 618 | 3 years ago | 59 | June 28, 2021 | 12 | gpl-3.0 | Python | |||
PyTorch Project Specification. | ||||||||||
Onnx2tf | 461 | 2 | 3 months ago | 438 | December 10, 2023 | 14 | mit | Python | ||
Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massive Transpose extrapolation problem in onnx-tensorflow (onnx-tf). I don't need a Star, but give me a pull request. | ||||||||||
Onnx2tflite | 422 | 6 months ago | 10 | apache-2.0 | Python | |||||
Tool for onnx->keras or onnx->tflite. If tool is useful for you, please star it. |