Amanda-Barbara's repositories
AITemplate
AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
chip-spv
CHIP-SPV is a backend infrastructure for HIP running on SPIR-V
CTC-loss-introduction
介绍ctc算法原理以及numpy简单实现
doxygen
Official doxygen git repository
FluidX3D
The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs via OpenCL.
gpt4all
gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue
intel-llvm
Intel staging area for llvm.org contribution. Home for Intel LLVM-based projects.
linux-kernel-lkmpg
The Linux Kernel Module Programming Guide (updated for 5.x kernels)
MIOpen
AMD's Machine Intelligence Library
MNN
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
oneDNN
oneAPI Deep Neural Network Library (oneDNN)
OpenCL-Benchmark
A small OpenCL benchmark program to measure peak GPU/CPU performance.
opencl-intercept-layer
Intercept Layer for Debugging and Analyzing OpenCL Applications
OpenCL-Wrapper
OpenCL is the most powerful programming language ever created. Yet the OpenCL C++ bindings are cumbersome and the code overhead prevents many people from getting started. I created this lightweight OpenCL-Wrapper to greatly simplify OpenCL software development with C++ while keeping functionality and performance.
openmlsys-zh
《Machine Learning Systems: Design and Implementation》- Chinese Version
pocl
pocl - Portable Computing Language
Python
最良心的 Python 教程：
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
stable-diffusion
A latent text-to-image diffusion model
torch-mlir
The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.
triton
Development repository for the Triton language and compiler
tvm
Open deep learning compiler stack for cpu, gpu and specialized accelerators
tvm_walk_through
code reading for tvm
ultralytics
YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite
VeriGPU
OpenSource GPU, in Verilog, loosely based on RISC-V ISA
xla
A community-driven and modular open source compiler for ML.