bertmaher Goto Github PK

ai_on_threads

background-matting

Background Matting: The World is Your Green Screen

benchmark

bert-pytorch

Google AI 2018 BERT pytorch implementation

bertmaher.github.io

My GitHub site

bitserial

Hacking around with ultra-low precision GEMM using TVM

builder

Continuous builder and binary build scripts for pytorch

cs344

deepstream-video-pipeline

ds2

Debug server for lldb.

fastnlp

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

functorch

functorch is a prototype of JAX-like composable function transforms for PyTorch.

glow

Compiler for Neural Network hardware accelerators

hub

Submission to https://pytorch.org/hub/

jemalloc

learn_cuda

Simple programs for learning CUDA

llama2.so

Inference Llama 2 with a model compiled to native code by TorchInductor

lmdave

Let's Make: Dangerous Dave

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

membench

midwit-matmul

A simplistic approach to high-performance GPU matmul

multipy

torch::deploy (multipy for non-torch uses) is a system that lets you get around the GIL problem by running multiple Python interpreters in a single C++ process.

nvprof2json

Convert nvprof profiles into about:tracing compatible JSON files

pyhpc-benchmarks

A suite of benchmarks for CPU and GPU performance of the most popular high-performance libraries for Python :rocket:

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

redex

A bytecode optimizer for Android apps

resume

The LaTeX sources for my resume/CV

tf32_gemm

Example of binding a TF32 CUTLASS GEMM kernel to PyTorch

torchdynamo

A Python-level JIT compiler designed to make unmodified PyTorch programs faster.

triton

Development repository for the Triton language and compiler