tiantian-han Goto Github PK

granet

[Neurips 2021] Sparse Training via Boosting Pruning Plasticity with Neuroregeneration

haq

[CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision

hardcorenas

hardware-aware-transformers

[ACL 2020] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing

hypernetworks

PyTorch implementation of HyperNetworks (Ha et al., ICLR 2017) for ResNet (Residual Networks)

iclr2020apot

imgclsmob

Sandbox for training convolutional networks for computer vision

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

insightface

Face Analysis Project on MXNet

insightface_pytorch

Pytorch0.4.1 codes for InsightFace

interpretability-by-parts

[CVPR 2020 Oral] Interpretable and Accurate Fine-grained Recognition via Region Grouping

kill-the-bits

Code for: "And the bit goes down: Revisiting the quantization of neural networks"

leetcode

Provide all my solutions and explanations in Chinese for all the Leetcode coding problems.

leetcode-1

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

lq-nets

LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks

lsquantization

The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)

mayo

Mayo: Auto-generation of hardware-friendly deep neural networks. Dynamic Channel Pruning: Feature Boosting and Suppression.

megatron-lm_hbfp

ColTraIn's fork of the Megatron-LM project with Hybrid Block Floating-Point (HBFP) training capability

metapruning

metaquant

Codes for Accepted Paper : "MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization" in NeurIPS 2019

mfr

Learning Meta Face Recognition in Unseen Domains, CVPR, Oral, 2020

mlperf-ssd-r34.pytorch

SSD on Large images with a backbone of ResNet34 based on MLPerf-training singel-stage-detector repo

mnasnet-pytorch

A PyTorch implementation of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.

mobilenet-caffe

Caffe Implementation of Google's MobileNets (v1 and v2)

mobilenetv2.pytorch

72.2% MobileNet V2 model on ImageNet with PyTorch Implementation

model-quantization

Collections of model quantization algorithms

mxnet2caffe

Convert MXNet model to Caffe model

mxnet_center_loss

implement center loss operator for mxnet

n-bq-nn