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written in Python
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A modern hardware definition language and toolchain based on Python
Machine learning on FPGAs using HLS
Train to 94% on CIFAR-10 in <6.3 seconds on a single A100. Or ~95.79% in ~110 seconds (or less!)
A Python-level JIT compiler designed to make unmodified PyTorch programs faster.
Helpful tools and examples for working with flex-attention
An open-source efficient deep learning framework/compiler, written in python.
Exocompilation for productive programming of hardware accelerators
A Python-embedded DSL that makes it easy to write fast, scalable ML kernels with minimal boilerplate.
A code generator for array-based code on CPUs and GPUs
Gstreamer command-line cheat sheet
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
A parser, editor and profiler tool for ONNX models.
Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.
A small BASIC-to-C compiler written in Python.
Python interface for MLIR - the Multi-Level Intermediate Representation
Python library for GPGPU programming on Raspberry Pi 4
The NNEF Tools repository contains tools to generate and consume NNEF documents
Rust project ideas for Google Summer of Code
Small deep learning library written from scratch in Python, using NumPy/CuPy.
A toy compiler for NumPy array expressions that uses e-graphs and MLIR