samadejacobs
- PhD Computer Science, Texas A&M Uni - Computer Scientist at Microsoft - R&D at the intersection of HPC and AI (aka large scale learning)
@LLNL @microsoft San Francisco Bay Area
Pinned Repositories
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.
samadejacobs's Repositories
samadejacobs/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
samadejacobs/caffe
Caffe: a fast open framework for deep learning.
samadejacobs/caffe-augmentation
:zap: Caffe real-time data augmentation on-the-fly!!
samadejacobs/CANDLEBenchmarks
ECP-CANDLE Benchmarks
samadejacobs/CANDLESup
samadejacobs/cosmoGAN
samadejacobs/darts
Differentiable architecture search for convolutional and recurrent networks
samadejacobs/Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
samadejacobs/DeepSpeedExamples
Example models using DeepSpeed
samadejacobs/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.
samadejacobs/ExaGANv2
TF2.0 version of ExaGAN, with experimental spectral constraints and regularization
samadejacobs/flash-attention
Fast and memory-efficient exact attention
samadejacobs/icf-jag-cycleGAN
Cyclical consistency between forward and inverse surrogates in Inertial Confinement Fusion (ICF)
samadejacobs/lbann
Livermore Big Artificial Neural Network Toolkit
samadejacobs/Megatron-DeepSpeed
Ongoing research training transformer language models at scale, including: BERT & GPT-2
samadejacobs/moses
Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models
samadejacobs/samadejacobs.github.io
Blogging
samadejacobs/trax
Trax — your path to advanced deep learning
samadejacobs/XNAS
Explainable Neural Architecture Search (XNAS)