onnx-models
velox
onnx-models | velox | |
---|---|---|
5 | 6 | |
106 | 3,158 | |
1.9% | 2.2% | |
5.5 | 10.0 | |
6 months ago | 2 days ago | |
Jupyter Notebook | C++ | |
Apache License 2.0 | Apache License 2.0 |
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.
onnx-models
-
Wonnx real-time webcam image classication using WebGPU
No, the inference accuracy of the image classifier is dependent on the model used and this is a demo of the code executing the model in a browser with GPU acceleration not the model itself. You can plug and play any model in the onnx format e.g. https://github.com/onnx/models. As a comparison, complaining about the "abysmal quality" of the dummy model on display here is like saying blender is bad 3d modeling software after opening it for the first time because all it models is a blank cube.
- FLaNK Stack for 04 December 2023
- GitHub repo containing gigabytes of example onxx models
- ONNX Model Zoo Hosted on GitHub
velox
- Meta Velox: A C++ vectorized database acceleration library
- FLaNK Stack for 04 December 2023
- A C++ vectorized database acceleration library
- Velox: An open source unified execution engine
- A new C++ vectorized DB acceleration library, optimizing query engines
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Substrait: Cross-Language Serialization for Relational Algebra
4. The workers (if distributed) or the engine (if single-box) executing the execution plan, by performing the actual computations on actual bytes.
(Note that this is a cartoon version and any given engine will have differences, eg Presto/Trino does not have a clear distinction between LP and Physical Plan.)
1) and 4) are broadly similar across engines, while 2) and 3) vary widely partially because of different requirements (reliability, latency, etc). Projects such as Apache Arrow and Velox (https://github.com/facebookincubator/velox) are making common tools for 4), and as mentioned ANSI SQL, ZetaSQL, Calcite, and Substrait are making common tools for 1).
What are some alternatives?
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