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Search results for quantization quantized neural networks
quantization
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quantized-neural-networks
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10 search results found
Model Optimization
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1,445
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
Awesome Automl And Lightweight Models
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647
A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.
Qkeras
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514
QKeras: a quantization deep learning library for Tensorflow Keras
Caffe Int8 Convert Tools
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455
Generate a quantization parameter file for ncnn framework int8 inference
Hawq
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324
Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.
Zeroq
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103
[CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework
Hailo_model_zoo
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82
The Hailo Model Zoo includes pre-trained models and a full building and evaluation environment
Qonnx
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81
QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX
Mobilenet_v1_stm32_cmsis_nn
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40
Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support
Bitpack
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36
BitPack is a practical tool to efficiently save ultra-low precision/mixed-precision quantized models.
Training Mixed Precision Quantized Networks
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17
This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contraints of the target device.
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1-10 of 10 search results
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