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songkq's Projects

cs231n-assignment2

CS231n assignment2 of CNN implementation for Visual Recognition

cuda-optim-llm-notes

how to optimize some algorithm in cuda and LLM notes.

cuda_gemm

A simple high performance CUDA GEMM implementation.

cutlass_fpa_intb_gemm

A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer

cvpr2021-paper-code-interpretation

cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

darknet

Windows and Linux version of Darknet Yolo v4 (v3/v2) Neural Networks for object detection (Tensor Cores are used)

data-efficient-gans

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

dcnv2_latest

DCNv2 supports decent pytorch such as torch 1.5+ (now 1.8+)

decoupled-style-descriptors

Code and data for ECCV 2020 paper Generating Handwriting via Decoupled Style Descriptors

deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods.

deformable-convolution-v2-pytorch

Deformable ConvNets V2 (DCNv2) in PyTorch

diffvg

Differentiable Vector Graphics Rasterization

direct-preference-optimization

Reference implementation for DPO (Direct Preference Optimization)

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

dropblock

Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.

dsmscn

Tensorflow implementation for Change Detection in Multi-temporal VHR Images Based on Deep Siamese Multi-scale Convolutional Neural Networks.

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

elasticsearch-langchain-chatglm2

Q&A based on elasticsearch+langchain+chatglm2 ｜基于elasticsearch，langchain，chatglm2的自有知识库问答

electron-ssr-backup

electron-ssr原作者删除了这个伟大的项目，故备份了下来，不继续开发,且用且珍惜

escnet

ESCNet: End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images

fake_certificate_generator

A simple code for generating certificate image

farseg

Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery (CVPR 2020)

FastGPT is a knowledge-based question answering system based on the LLM language model, providing out-of-the-box capabilities for data processing, model invocation, and more. It also allows for complex question answering scenarios through visual workflow orchestration using Flow!

fastllm

纯c++的全平台llm加速库，chatglm-6B级模型单卡可达10000+token / s，支持moss, chatglm, baichuan模型，手机端流畅运行

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