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Search results for deep neural networks quantization
deep-neural-networks
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quantization
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15 search results found
Distiller
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4,312
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
Ctranslate2
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2,437
Fast inference engine for Transformer models
Awesome Emdl
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723
Embedded and mobile deep learning research resources
Model_optimization
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245
Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks.
Chaidnn
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230
HLS based Deep Neural Network Accelerator Library for Xilinx Ultrascale+ MPSoCs
Lq Nets
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230
LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks
Great Deep Learning Tutorials
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153
A Great Collection of Deep Learning Tutorials and Repositories
Terngrad
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152
Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)
Tf2deepfloorplan
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107
TF2 Deep FloorPlan Recognition using a Multi-task Network with Room-boundary-Guided Attention. Enable tensorboard, quantization, flask, tflite, docker, github actions and google colab.
Graffitist
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99
Graph Transforms to Quantize and Retrain Deep Neural Nets in TensorFlow.
Tf2
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74
An Open Source Deep Learning Inference Engine Based on FPGA
Stochastic Quantization
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67
Training Low-bits DNNs with Stochastic Quantization
Dnn Quant Ocs
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53
DNN quantization with outlier channel splitting
Barvinn
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53
BARVINN: A Barrel RISC-V Neural Network Accelerator: https://barvinn.readthedocs.io/en/latest/
F8net
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52
[ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization
Dnn Accelerator
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45
A DNN Accelerator implemented with RTL.
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
Auto Compression
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20
Automatic DNN compression tool with various model compression and neural architecture search techniques
Static_bfp_cnn
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20
Static Block Floating Point Quantization for CNN
Awesome Approximate Dnn
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13
Curated content for DNN approximation, acceleration ... with a focus on hardware accelerator and deployment
Tutorial_tflite_android
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12
Tutorial of how to deloy DNN on android device using TFLite
Full Quantization Dnn
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8
PyTorch code for full quantization of DNN using BCGD
Compression Techniques For Deep Neural Networks
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8
Compression of Deep Neural Networks LeNet-300-100 and LeNet-5 trained on MNIST and CIFAR-10 using Quantization, Knowledge Distillation & Pruning.
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"
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1-15 of 15 search results
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