shadensmith Goto Github PK

advent-2022-rust

Advent of Code 2022

advent-2023

amx-rs

Rust wrapper for Apple Matrix Coprocessor (AMX) instructions

candle

Minimalist ML framework for Rust

collisionless_tests

Exploring phase-space methods for collisionless dark matter simulations

csvsorter

For sorting CSV files on disk that do not fit into memory

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

deepspeed-test-worker

deepspeedexamples

Example models using DeepSpeed

dse

firehose

The main purpose of the FireHose Streaming Benchmarks is to enable comparison of streaming software and hardware, both quantitatively vis-a-vis the rate at which they can process data, and qualitatively by judging the effort involved to implement and run the benchmarks.

ghpages-test

Playing around with GitHub pages.

llfi

LLFI is an LLVM based fault injection tool, that injects faults into the LLVM IR of the application source code. The faults can be injected into specific program points, and the effect can be easily tracked back to the source code. LLFI is typically used to map fault characteristics back to source code, and hence understand source level or program characteristics for various kinds of fault outcomes. Please refer to paper below for more details: Anna Thomas, Karthik Pattabiraman, LLFI: An Intermediate code-level fault injector, in Workshop on Silicon Errors in Logic, System Effects (SELSE), 2013.

megatron-lm

Ongoing research training transformer language models at scale, including: BERT & GPT-2

mirza

A functional language

modelstepper

Musings on debugging DeepSpeed codes.

polyjuice

practice-azure-pipelines

Getting started with Azure Pipelines

pulp

ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

shaden-io

Professional website.

shadensmith.github.io

simtensor

SimTensor: Tensor data generator for evaluation of tensor factorization algorithms

sparse

Sparse multi-dimensional arrays for the PyData ecosystem

speedy-softmax

splatt

The Surprisingly ParalleL spArse Tensor Toolkit.

splatt-ipdps17

SPLATT source code used in our IPDPS '17 paper.

splatt-stream

A streaming implementation of the CPD published in SDM'18.

torch-blocksparse

Block-sparse primitives for PyTorch

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.