mcarilli

mixed_precision_references

Personal collection of references for high performance mixed precision training.

FlameGraph

Stack trace visualizer

CarND-Advanced-Lane-Lines-P4-Solution

Udacity self-driving car nanodegree Project 4: undistorting images, applying perspective transforms, and using color and gradient filters to find highway lane lines under varying lighting and road surface conditions.

CarND-Behavioral-Cloning-P3-Solution

Udacity self-driving car nanodegree Project 3: neural network that drives a simulated car around a track autonomously. The network is implemented in Keras, and trained on recorded behavior of a human driver.

CarND-Extended-Kalman-Filter

Udacity self-driving car nanodegree Term 2 Project 1: Extended Kalman Filter in C++.

CarND-LaneLines-P1-Solution

Udacity self-driving car nanodegree project 1: finding lane lines with Canny edge detection and Hough transforms.

cuda-memory

Playing around with GPU memory optimization

ptperf

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

tutorials

PyTorch tutorials.

vision

Datasets, Transforms and Models specific to Computer Vision

apex

A PyTorch Extension

arrayfire

ArrayFire: a general purpose GPU library.

CarND-Traffic-Sign-Classifier-P2-Solution

Udacity self-driving car nanodegree Project 2: neural network to classify German street signs, implemented in Tensorflow.

CarND-Unscented-Kalman-Filter

Udacity self-driving car nanodegree Term 2 Project 2: Unscented Kalman Filter in C++.

CarND-Vehicle-Detection-P5-Solution

Udacity self-driving car nanodegree Project 5: training a support vector machine to identify and track cars in highway footage.

cpython

The Python programming language

ethminer

Ethereum miner with OpenCL, CUDA and stratum support

go-ethereum

Official Go implementation of the Ethereum protocol

GTC-2017

GPU Technology Conference 2017 talk

lambdaworks_cairo_prover

STARK Cairo prover using lambdaworks. Cairo (CPU Algebraic Intermediate Representation) is a programming language for writing provable programs, where one party can prove to another that a certain computation was executed correctly. Cairo and similar proof systems can be used to provide scalability to blockchains.

M1_algebra

openethereum

The fast, light, and robust client for the Ethereum mainnet.

pytorch-pretrained-BERT

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

pytorch_sandbox

stuff that should never see the light of day

relocatable-constant-extern

minimal example

sentiment-discovery

Unsupervised Language Modeling at scale for robust sentiment classification

stark-anatomy

Tutorial for STARKs with supporting code in python

tensoriterator

Standalone C++ tensoriterator copy-pasted from pytorch

zprize-GPU-MSM-harness

Reference GPU test harness for the "Accelerating MSM on GPU" challenge of ZPrize