XLA.jl VS pyhpc-benchmarks

Compare XLA.jl vs pyhpc-benchmarks and see what are their differences.

XLA.jl

"Maybe we have our own magic." (by FluxML)
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pyhpc-benchmarks

A suite of benchmarks for CPU and GPU performance of the most popular high-performance libraries for Python :rocket: (by dionhaefner)
Benchmarks Python Tensorflow Pytorch Jax cupy parallel-computing high-performance-computing GPU
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XLA.jl pyhpc-benchmarks
2 6
46 302
- -
10.0 3.2
almost 4 years ago 4 months ago
Julia Python
MIT License The Unlicense
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

XLA.jl

Posts with mentions or reviews of XLA.jl. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-12-14.

pyhpc-benchmarks

Posts with mentions or reviews of pyhpc-benchmarks. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-12-05.

What are some alternatives?

When comparing XLA.jl and pyhpc-benchmarks you can also consider the following projects:

flax - Flax is a neural network library for JAX that is designed for flexibility.

tf-quant-finance - High-performance TensorFlow library for quantitative finance.

MATDaemon.jl

pyopencl - OpenCL integration for Python, plus shiny features

Oceananigans.jl - 🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs

sqloxide - Python bindings for sqlparser-rs

Flux.jl - Relax! Flux is the ML library that doesn't make you tensor

Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration

3d-ken-burns - an implementation of 3D Ken Burns Effect from a Single Image using PyTorch

DataProfiler - What's in your data? Extract schema, statistics and entities from datasets

XLA.jl - Julia on TPUs

XLA.jl vs flax pyhpc-benchmarks vs tf-quant-finance XLA.jl vs MATDaemon.jl pyhpc-benchmarks vs pyopencl XLA.jl vs Oceananigans.jl pyhpc-benchmarks vs sqloxide XLA.jl vs Flux.jl pyhpc-benchmarks vs MATDaemon.jl XLA.jl vs Pytorch pyhpc-benchmarks vs 3d-ken-burns XLA.jl vs DataProfiler pyhpc-benchmarks vs XLA.jl