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Search results for python quantization
python
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quantization
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238 search results found
Quant_aware_training
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7
fixed-point, symmetric, power-of-2 quantization-aware training in tensorflow 1.13.1
Compression Dct
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7
Implementation of Image compression using DCT
Deeplearningformdps
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7
Some codes used for the numerical examples proposed in https://arxiv.org/abs/1812.05916
Generalized Lloyd Quantization
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7
An implementation of the Generalized Lloyd method for vector quantization
Alq
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7
Babygpt
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7
Something in the middle of Karpathy's mingpt model and video lectures, BabyGPT is an easy to use model on a much smaller scale (16 and 256 out channels , 5 heads, fine tuned). To be made useful on low powered devices.
Coco_mcu
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7
Javier Fernández Marques & Fernando García Redondo proposal for Visual Wake Words Challenge@CVPR 2019
Elm Super Fast
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7
Python implementation of ELM - with optimized speed on MKL-based platforms; Described in conference paper: Radu Dogaru, Ioana Dogaru, "Optimization of extreme learning machines for big data applications using Python", COMM-2018; Allows quantization of weight parameters in both layers and introduces a new and very effective hidden layer nonlinearity (absolute value)
Da2lite
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6
DA2Lite is an automated model compression toolkit for PyTorch.
Myconvnet
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6
Deep learning using TensorFlow low-level APIs
Quantized_neural_networks
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6
Python code (packaged in Docker container) to run the experiments in "A Greedy Algorithm for Quantizing Neural Networks" by Eric Lybrand and Rayan Saab (2020).
Smallfry
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6
Ternarized_neural_network
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6
Optimizing Deep Convolutional Neural Network with Ternarized Weights and High Accuracy
Sampleqat
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6
Inference of quantization aware trained networks using TensorRT
Bigitq
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6
Distributed implementation of Iterative Quantization (Gong'12) over SPARK
Quant Pack
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6
[Ongoing Project] Codebase for network quantization study.
Fl Pqsu
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6
Code for paper "Accelerating Federated Learning for IoT in Big Data Analytics with Pruning, Quantization and Selective Updating"
Djpeg
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6
Daqn
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6
An implement of our paper “DEEP ADVERSARIAL QUANTIZATION NETWORK FOR CROSS-MODAL RETRIEVAL”
Gradient Quantization
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6
vector quantization for stochastic gradient descent .
Algospot
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6
29CM 개발자들의 알고리즘 스터디
Quantizedfeedback
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6
Learning of a communication system over a binary feedback channel
Gap_quantization
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6
Set of utilities to quantize and export PyTorch models for GreenWaves GAP8 chip
Quantization Keras And Tensorflow
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6
Implement quantization-aware training with Keras and convert to .pb.
Hsi Toolbox
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6
Hyperspectral CNN compression and band selection
Dfs
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5
Learning To Index For Nearest Neighbor Search
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5
Learning to Index for Nearest Neighbor Search
Color Quant
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5
Turn a lot of colors into a few colors
Prototype Jpeg
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5
A prototype JPEG compressor (only algorithm without header) in Python.
Quantizations
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5
Kmeans_clustering
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5
Python implementation of k-means clustering algorithm.
Compressors
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5
A small library with distillation, quantization and pruning pipelines
Pwlq
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5
Code for our paper at ECCV 2020: Post-Training Piecewise Linear Quantization for Deep Neural Networks
Gpt J 6b Tensorrt Int8
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5
GPT-J 6B inference on TensorRT with INT-8 precision
Caffe Int8 To Ncnn
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5
The purpose of this tool(caffe-int8-to-ncnn.py) is to save the caffemodel as an int8 ncnn model and deploy it to ncnn.
Itq_pytorch
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5
Source code for paper "Iterative Quantization: A Procrustean Approach to Learning Binary Codes for Large-Scale Image Retrieval" on TPAMI-2013
Transformer_bcq
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5
BCQ tutorial for transformers
Nnquantization
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5
Some implementations of the Neural Networks Quantization algorithms.
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