flashlight
MatX
| flashlight | MatX | |
|---|---|---|
| 16 | 7 | |
| 5,152 | 1,116 | |
| 0.5% | 1.1% | |
| 7.4 | 9.1 | |
| 29 days ago | 7 days ago | |
| C++ | C++ | |
| MIT License | BSD 3-clause "New" or "Revised" License |
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flashlight
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MatX: Efficient C++17 GPU numerical computing library with Python-like syntax
I think a comparison to PyTorch, TensorFlow and/or JAX is more relevant than a comparison to CuPy/NumPy.
And then maybe also a comparison to Flashlight (https://github.com/flashlight/flashlight) or other C/C++ based ML/computing libraries?
Also, there is no mention of it, so I suppose this does not support automatic differentiation?
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Project Resources
This Facebook ai project seems reasonably structured after looking at its CMakeLists.txt. CMake is a build generator for c++, it's how you make binaries to run your project: https://github.com/flashlight/flashlight
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Meta AI Open Sources Flashlight: Fast and Flexible Machine Learning Toolkit in C++
Continue reading | Check out the paper and github link
- Flashlight: A C++ standalone library for machine learning
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[D] Deep Learning Framework for C++.
I built and maintain Flashlight, a C++-first library for ML/DL. We built Flashlight to be:
- [R] C++ for Machine Learning
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What is the most used library for AI in C++ ?
I’ve never used it, but Facebook’s flashlight looks interesting
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Python.
Flashlight bro, not flash. Read again
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Mozilla Common Voice Adds 16 New Languages and 4,600 New Hours of Speech
I've had good results with https://github.com/flashlight/flashlight/blob/master/flashli.... Seems to work well with spoken english in a variety of accents. Biggest limitation is that the architecture they have pretrained models for doesn't really work well with clips longer than ~15 seconds, so you have to segment your input files.
- [D] C++ in Machine Learning.
MatX
- An efficient C++17 GPU numerical computing library with Python-like syntax
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MatX: Efficient C++17 GPU numerical computing library with Python-like syntax
Hi, what specifically are you looking to benchmark on the K80? Users are free to contribute and we've had many external PRs.
Contribution guide is here: https://github.com/NVIDIA/MatX/blob/main/CONTRIBUTING.md
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Blaze: High Performance Mathematics In C++
For GPU support take a look at our library:
https://github.com/NVIDIA/MatX
If anything is missing we're happy to take feature requests.
- C++ for scientific programming?
What are some alternatives?
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