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Also for a GSOC blog
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graeme-a-stewart committed Oct 15, 2024
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2 changes: 1 addition & 1 deletion _gsocblogs/2024/blog_SOFIE_VedantMehra.md
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Expand Up @@ -46,7 +46,7 @@ intro: |
The Toolkit for Multivariate Analysis (TMVA) is a part of the ROOT Project, providing a machine learning framework used primarily in High-Energy Physics for tasks like multivariate classification and regression. Given the massive data output (often reaching petabytes daily) from research activities, and the need for fast, real-time predictions, a highly efficient inference engine is necessary for using trained machine learning models regularly. With this objective SOFIE (System for Optimized Fast Inference code Emit) was developed.

### SOFIE (System for Optimized Fast Inference code Emit)
ROOT/TMVA SOFIE generates C++ functions easily invokable for the fast inference of trained neural network models. It takes ONNX model files as inputs and produces C++ header files that can be included and utilized in a “plug-and-go” style.
ROOT/TMVA SOFIE generates C++ functions easily invocable for the fast inference of trained neural network models. It takes ONNX model files as inputs and produces C++ header files that can be included and utilized in a “plug-and-go” style.

```c
// This generates a .hxx file containing the C++ code for model inference.
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2 changes: 1 addition & 1 deletion organization/_posts/2024/2024-10-14-steering.md
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Expand Up @@ -112,7 +112,7 @@ And we have to start planning for next year!

Torre made enquiries with BNL who seem to be willing to take over ownership of the domain. Any news?

- Proceedure is established, but this will take a bit of time (there is a prior knowledge on this from <https://www.usatlas.org>).
- Procedure is established, but this will take a bit of time (there is a prior knowledge on this from <https://www.usatlas.org>).

### Next Meeting

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