samadejacobs Goto Github PK

caffe

Caffe: a fast open framework for deep learning.

caffe-augmentation

:zap: Caffe real-time data augmentation on-the-fly!!

candlebenchmarks

ECP-CANDLE Benchmarks

candlesup

cosmogan

darts

Differentiable architecture search for convolutional and recurrent networks

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deepspeed

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

deepspeedexamples

Example models using DeepSpeed

exagan

Basic GAN template for the Exalearn project: code for training a DCGAN on slices of N-body dark matter simulations and performing simple analysis tasks.

exaganv2

TF2.0 version of ExaGAN, with experimental spectral constraints and regularization

flash-attention

Fast and memory-efficient exact attention

icf-jag-cyclegan

Cyclical consistency between forward and inverse surrogates in Inertial Confinement Fusion (ICF)

lbann

Livermore Big Artificial Neural Network Toolkit

megatron-deepspeed

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

moses

Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models

samadejacobs.github.io

Blogging

trax

Trax — your path to advanced deep learning

xnas

Explainable Neural Architecture Search (XNAS)