apoorvnandan / lilgradLinks
pytorch from scratch in pure C/CUDA and python
☆40Updated 10 months ago
Alternatives and similar repositories for lilgrad
Users that are interested in lilgrad are comparing it to the libraries listed below
Sorting:
- Learning about CUDA by writing PTX code.☆135Updated last year
- PTX-Tutorial Written Purely By AIs (Deep Research of Openai and Claude 3.7)☆66Updated 5 months ago
- Learnings and programs related to CUDA☆416Updated 2 months ago
- (WIP) A small but powerful, homemade PyTorch from scratch.☆635Updated this week
- Custom PTX Instruction Benchmark☆126Updated 6 months ago
- small auto-grad engine inspired from Karpathy's micrograd and PyTorch☆276Updated 9 months ago
- My submission for the GPUMODE/AMD fp8 mm challenge☆28Updated 2 months ago
- LLM training in simple, raw C/CUDA☆104Updated last year
- A really tiny autograd engine☆95Updated 3 months ago
- Multi-Threaded FP32 Matrix Multiplication on x86 CPUs☆351Updated 4 months ago
- An implement of deep learning framework and models in C☆48Updated 5 months ago
- A curated list of resources for learning and exploring Triton, OpenAI's programming language for writing efficient GPU code.☆393Updated 5 months ago
- in this repository, i'm going to implement increasingly complex llm inference optimizations☆67Updated 3 months ago
- Alex Krizhevsky's original code from Google Code☆196Updated 9 years ago
- ☆22Updated last week
- A repository to unravel the language of GPUs, making their kernel conversations easy to understand☆191Updated 3 months ago
- Accelerated General (FP32) Matrix Multiplication from scratch in CUDA☆123Updated 7 months ago
- Here's all my Python/Numba (CUDA) code for the encoder block I made :)☆68Updated 4 months ago
- Visualization of cache-optimized matrix multiplication☆155Updated 5 months ago
- Notes on "Programming Massively Parallel Processors" by Hwu, Kirk, and Hajj (4th ed.)☆53Updated last year
- Following master Karpathy with GPT-2 implementation and training, writing lots of comments cause I have memory of a goldfish☆172Updated last year
- High-Performance SGEMM on CUDA devices☆99Updated 7 months ago
- coding CUDA everyday!☆57Updated 4 months ago
- Solve puzzles to improve your tinygrad skills!☆142Updated 5 months ago
- An implementation of the transformer architecture onto an Nvidia CUDA kernel☆189Updated last year
- SIMD quantization kernels☆86Updated this week
- learning & making kernels in cuda / triton☆21Updated last week
- Simple MPI implementation for prototyping or learning☆279Updated 3 weeks ago
- Simple Byte pair Encoding mechanism used for tokenization process . written purely in C☆137Updated 9 months ago
- Recreating PyTorch from scratch (C/C++, CUDA, NCCL and Python, with multi-GPU support and automatic differentiation!)☆156Updated last year