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Mutual labels: quantization, model-compression
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Mutual labels: quantization, model-compression
Pretrained Language ModelPretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
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Mutual labels: quantization, model-compression
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Mutual labels: quantization, model-compression
Awesome Ml Model CompressionAwesome machine learning model compression research papers, tools, and learning material.
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Mutual labels: quantization, model-compression
PaddleslimPaddleSlim is an open-source library for deep model compression and architecture search.
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Mutual labels: quantization, model-compression
Awesome Automl And Lightweight ModelsA 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.
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Mutual labels: quantization, model-compression
Micronetmicronet, 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
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Mutual labels: quantization, model-compression
Tf2An Open Source Deep Learning Inference Engine Based on FPGA
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Mutual labels: quantization, model-compression
HawqQuantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.
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Mutual labels: quantization, model-compression
Awesome Ai InfrastructuresInfrastructures™ for Machine Learning Training/Inference in Production.
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Mutual labels: quantization, model-compression
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Mutual labels: quantization, model-compression
ZAQ-codeCVPR 2021 : Zero-shot Adversarial Quantization (ZAQ)
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Mutual labels: quantization, model-compression
memoryMemory game 🎴
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Mutual labels: memory
docGet usage and health data about your Node.js process.
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Mutual labels: memory
slimarraySlimArray compresses uint32 into several bits, by using a polynomial to describe overall trend of an array.
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Mutual labels: memory
fastT5⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.
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Mutual labels: quantization
kvsLightweight key-value storage library for Browser, Node.js, and In-Memory.
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Mutual labels: memory
nodejsNode.js in-process collectors for Instana
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libmemAdvanced Game Hacking Library for C/C++, Rust and Python (Windows/Linux/FreeBSD) (Process/Memory Hacking) (Hooking/Detouring) (Cross Platform) (x86/x64/ARM/ARM64) (DLL/SO Injection) (Internal/External)
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Mutual labels: memory
