andrei-pokrovsky

memcached

memcached development tree

libzmq

ZeroMQ core engine in C++, implements ZMTP/3.1

chatgpt-demo

Minimal web UI for ChatGPT.

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.

open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

tiny-cuda-nn

Lightning fast C++/CUDA neural network framework

cling

The cling C++ interpreter

machine-learning-articles

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

earlyoom

earlyoom - Early OOM Daemon for Linux

muzero-general

MuZero

Arcade-Learning-Environment

The Arcade Learning Environment (ALE) -- a platform for AI research.

functorch

functorch is JAX-like composable function transforms for PyTorch.

torch-mlir

The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.

aesara

Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.

cppimport

Import C++ files directly from Python!

fiber

Distributed Computing for AI Made Simple

examples

Example code and applications for machine learning on Graphcore IPUs

nv_peer_memory

akg

AKG (Auto Kernel Generator) is an optimizer for operators in Deep Learning Networks, which provides the ability to automatically fuse ops with specific patterns.

relax

ConcurrentDeque

Fast, generalized, implementation of the Chase-Lev lock-free work-stealing deque for C++17

cudnn-python-wrappers

Python wrappers for the NVIDIA cuDNN libraries

structured-additive-IR

tftvm

TensorFlow and TVM integration

malloc-survey

:chart_with_upwards_trend: Allocation benchmarks

model-based-rl

Implementation of MuZero with PyTorch, based on the pseudocode from DeepMind (https://arxiv.org/src/1911.08265v2/anc/pseudocode.py).

telamon

A framework to find good combinations of optimizations for computational kernels on GPUs.

CudaSharedPtr

Shared Pointer for Cuda Device Pointers and Cuda Streams, Smart Wrapper to Allocate and Deallocate Cuda Device Buffer.

nxs

Neural Network Execution Service

MutexShootout

A benchmark to measure lock overhead and compare mutex performance under varying levels of contention.