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hls4ml
Python

hls4ml

Machine learning on FPGAs using HLS

by fastmachinelearning · GitHub
2.1k
Stars
571
Forks
Apache-2.0
License
2017
Created
1 mo ago
Last commit
fpga
Category
Python
Language
fpgahlsintel-hlsApache-2.0Python
View on GitHub
In plain words

Run machine learning models on specialized hardware for fast processing using high-level programming.

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2026-07-072026-08-31
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📄 About

Machine learning on FPGAs using HLS

hls4ml has 2.1k stars on GitHub. It has been forked 571 times. hls4ml is written mainly in Python. It has been in active development since 2017. hls4ml is available under the Apache-2.0 license. Its main topics are fpga, hls, intel-hls, keras.

❓ Frequently asked questions

What is hls4ml?

Machine learning on FPGAs using HLS

Is hls4ml open source?

hls4ml is an open-source project. It is released under the Apache-2.0 license.

Is hls4ml free?

Yes. hls4ml is free and open source — you can use, modify and self-host it.

What license does hls4ml use?

hls4ml is available under the Apache-2.0 license.

What language is hls4ml written in?

hls4ml is written mainly in Python.

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