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gptq

Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".

gpu_ipc_example

Intel Xe GPU Communication Prototypes

graphingphilosophy

i-bert

I-BERT: Integer-only BERT Quantization

ideep

im2col_spmd

play intel SPMD compiler in DL work

inference

Reference implementations of inference benchmarks

intel-extension-for-deepspeed

intel-extension-for-pytorch

A Python package for extending the official PyTorch that can easily obtain performance on Intel platform

ispc

Intel SPMD Program Compiler

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

john-carmack-plan

An archive of John Carmack’s .plan files in readable markdown format

level-zero

oneAPI Level Zero Specification Headers and Loader

libdai

A free and open source C++ library for Discrete Approximate Inference in graphical models

lldb_pyutils

Script for easy debug python 3 in lldb

llvm

Intel staging area for llvm.org contribution. Home for Intel LLVM-based projects.

llvm-project-cxxjit

Clang with JIT extensions

maxas

Assembler for NVIDIA Maxwell architecture

metaprogramming

Excise is good

mlperf_plugins

MLPerf plugins development repository

nanobench

A tool for running small microbenchmarks on recent Intel and AMD x86 CPUs.

nccl

Optimized primitives for collective multi-GPU communication

netifd

mirror of git://nbd.name/luci2/netifd.git

nlp-architect

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

onednn

oneAPI Deep Neural Network Library (oneDNN)

opencl_in_action

My learning progress

openwrt

Mirror of the OpenWRT repository

pcm

Processor Counter Monitor

pti-gpu

Profiling Tools Interfaces for GPU (PTI for GPU) is a set of Getting Started Documentation and Tools Library to start performance analysis on Intel(R) Processor Graphics easily

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration