dblalock

bolt

10x faster matrix and vector operations

sprintz

Sprintz time series compression algorithm

scons-example

An example C/C++ project showing how to build a shared library and tests in nested subdirectories using Scons.

swig-numpy-example

Example project showing how to interface C/C++ arrays and classes with Numpy using SWIG

compress

Moved to https://github.com/dblalock/sprintz

llm-foundry

LLM training code for MosaicML foundation models

lzbench

fork of lzbench specialized for benchmarking time series compression

benchmarking-keras-pytorch

Reproducible Benchmarking of Keras and PyTorch Models

composer

Composing methods for ML training efficiency

cuda_ext_example

Simple example project that builds a PyTorch CUDA extension

fastdist

Fast Dynamic Time Warping and other distances

AdrenaliNN

arr

bolt-paper

cifar-vgg

VGG16 models for CIFAR-10 and CIFAR-100 using Keras

conv

Fast CUDA kernels

dblalock.github.io

:triangular_ruler: A flexible two-column Jekyll theme perfect for building personal sites, blogs, and portfolios.

docker-data-sharing-example

Example of getting data into and out of a container. Uses --mount and doesn't need to run as root.

dollars

examples

Fast and flexible reference benchmarks

fft-conv-pytorch

Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.

gitbook

hipsterplot

Command line plotting for python

hyperspacebar

eye of sauron

imagenet_validation

MakePytorchPlusPlus

How and why you want to make your pytorch CUDA/CPP extension with a Makefile

megablocks

old-dblalock.github.io

Blog

paper-threader

I can't be bothered to write twitter threads

training_results_v1.0