Cargando…
Development and optimisation of inference for FastCaloGAN with ONNX and SOPHIE
In this project, we present a study on implementing ONNX and/or SOFIE as inference libraries for the use of FastCaloGAN which would replace LWTNN. Different ONNX model optimizations are also looked into and compared.
| Autor principal: | |
|---|---|
| Lenguaje: | eng |
| Publicado: |
2023
|
| Materias: | |
| Acceso en línea: | http://cds.cern.ch/record/2868472 |
| _version_ | 1780978223529590784 |
|---|---|
| author | Attard, David |
| author_facet | Attard, David |
| author_sort | Attard, David |
| collection | CERN |
| description | In this project, we present a study on implementing ONNX and/or SOFIE as inference libraries for the use of FastCaloGAN which would replace LWTNN. Different ONNX model optimizations are also looked into and compared. |
| id | cern-2868472 |
| institution | Organización Europea para la Investigación Nuclear |
| language | eng |
| publishDate | 2023 |
| record_format | invenio |
| spelling | cern-28684722023-08-25T20:29:07Zhttp://cds.cern.ch/record/2868472engAttard, DavidDevelopment and optimisation of inference for FastCaloGAN with ONNX and SOPHIEComputing and ComputersIn this project, we present a study on implementing ONNX and/or SOFIE as inference libraries for the use of FastCaloGAN which would replace LWTNN. Different ONNX model optimizations are also looked into and compared.CERN-STUDENTS-Note-2023-072oai:cds.cern.ch:28684722023-08-25 |
| spellingShingle | Computing and Computers Attard, David Development and optimisation of inference for FastCaloGAN with ONNX and SOPHIE |
| title | Development and optimisation of inference for FastCaloGAN with ONNX and SOPHIE |
| title_full | Development and optimisation of inference for FastCaloGAN with ONNX and SOPHIE |
| title_fullStr | Development and optimisation of inference for FastCaloGAN with ONNX and SOPHIE |
| title_full_unstemmed | Development and optimisation of inference for FastCaloGAN with ONNX and SOPHIE |
| title_short | Development and optimisation of inference for FastCaloGAN with ONNX and SOPHIE |
| title_sort | development and optimisation of inference for fastcalogan with onnx and sophie |
| topic | Computing and Computers |
| url | http://cds.cern.ch/record/2868472 |
| work_keys_str_mv | AT attarddavid developmentandoptimisationofinferenceforfastcaloganwithonnxandsophie |