https://github.com/habout632/thanos

a learning-oriented deep learning framework
https://github.com/habout632/thanos

Last synced: 8 days ago
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a learning-oriented deep learning framework

• Host: GitHub
• URL: https://github.com/habout632/thanos
• Owner: habout632
• Created: 2020-03-31T02:50:58.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2020-03-31T12:20:05.000Z (almost 5 years ago)
• Last Synced: 2024-11-30T10:32:04.081Z (2 months ago)
• Size: 13.7 KB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Thanos

a learning-oriented deep learning framework. A finger snap, half of the deep learning frameworks disappears!!

Recently, many deep learning framework have been open sourced, it is neccesary to learn how to implement the core features from scratch.

Preresuiste:

## Deep Learning Frameworks By Now

* PyTorch:Facebook

* Tensorflow:Google

* Caffe

* MxNet: Amazon

Alt-H1

======

* PaddlePaddle:Baidu

* MindSpore:Huawei

* Jitter:TsingHua

* MegaEngine:Face++

* NCNN:Tencent

* X-Deep Learning: Alibaba

##  Core Features

### Tensor

### AutoGrad

Computational Graph: 

Static vs Dynamic

Eager Mode vs Graph Mode

Development vs Research

### GPU Cuda Programming

Parrallel Programming

### C++ python mixing programming

### Neural Network Basical Modules

CNN

Transformer

### Mobile First

## Advanced Features

### Distributed Computing

Multiple GPUs & Multiple Machines

### C++ Extension

### Performance Optimization

memory optimization