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tensorflow

An Open Source Machine Learning Framework for Everyone

thrust-multi-permutation-iterator

This repository adds functionality missing from the official version of Thrust. Multi_permutation_iterator is a general-purpose iterator, analogous to permutation_iterator that allows for tuple-based indexing into data -- think coalesced multi-dimensional arrays or stencil-based grid traversal. Without multi_permutation_iterator one must resort to redundantly applying zip_iterator to the same iterator perhaps with different offsets, resulting in excessive kernel argument size and overhead, and most importantly consumption of performance-critical GPU registers. Multi_permutation_iterator is completely general-purpose, providing functionality that zip_iterator+permutation_iterator only provides a crude workaround for. Another key missing piece of functionality is support for streaming tuple values via C++ streams.

thrust2dincompressible

thrust_2dheat

2-D Heat conduction solved by finite differences using Thrust

thrust_3dheat

3-D heat equation solved by finite differences using Thrust

timer.py

Just an event timer, nothing fancy (yet).

tuthpc

Tutorial on "Efficient Python for High-Performance Computing"

website

Software Carpentry website

wordfreq

Toy program to count word frequencies in text files

workshop-template

Template for workshop websites.

xgboost

Fork of dmlc/xgboost for RAPIDS + XGBoost integration

xgboost-conda

Conda recipes for xgboost