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Search results for onnx quantization
onnx
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quantization
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23 search results found
Distiller
⭐
4,252
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
Pinto_model_zoo
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3,121
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
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2,729
Sparsity-aware deep learning inference runtime for CPUs
Micronet
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2,177
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/in
Optimum
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1,908
🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools
Ppq
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957
PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.
Nncf
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725
Neural Network Compression Framework for enhanced OpenVINO™ inference
Deepvac
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618
PyTorch Project Specification.
Onnx2tf
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461
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
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422
Tool for onnx->keras or onnx->tflite. If tool is useful for you, please star it.
Sparsify
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310
ML model optimization product to accelerate inference.
Brocolli
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303
Everything in Torch Fx
Fastt5
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280
⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.
Optimum Intel
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268
🤗 Optimum Intel: Accelerate inference with Intel optimization tools
Llama.onnx
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196
LLaMa/RWKV onnx models, quantization and testcase
Torch Model Compression
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137
针对pytorch模型的自动化模型结构分析和修改工具集,包含自动分析模型结构的模型压缩算法库
Qonnx
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81
QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX
Tidy
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43
Offline semantic Text-to-Image and Image-to-Image search on Android powered by quantized state-of-the-art vision-language pretrained CLIP model and ONNX Runtime inference engine
Iclassifier
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40
reference pytorch code for intent classification
Lwnn
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14
Lightweight Neural Network
Ncnn Poseestimation
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11
Realtime Pose Estimation NCNN ONNX
Pocket Cnn
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9
CNN-to-FPGA-framework for small CNN, written in VHDL and Python
Sampleqat
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6
Inference of quantization aware trained networks using TensorRT
Related Searches
Python Onnx (434)
Python Quantization (352)
Pytorch Onnx (234)
1-23 of 23 search results
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