IN2P3-Forge

10/25/2024

10:02 AM GRAND LPNHE/NUTRIG Task #52723 (Closed): Xilinx env dev

Colley Jean-Marc

10:00 AM GRAND LPNHE/NUTRIG Task #59092 (Closed): Compilation de tensorflow lite

Colley Jean-Marc

10/01/2024

01:10 PM GRAND LPNHE/NUTRIG Task #62018 (In progress): élagage/pruning technique à tester

Ref doc:
* https://www.tensorflow.org/model_optimization/guide/pruning?hl=fr
* https://www.tensorflow.org/model... Colley Jean-Marc

01:00 PM GRAND LPNHE/NUTRIG Task #60701: CNN Post-training quantization

Validation sur ARM à faire Colley Jean-Marc

12:59 PM GRAND LPNHE/NUTRIG Task #60701: CNN Post-training quantization

Temps de calcul sur linux PC linux Mint i7
* Keras sans quantification : CPU time= 2.33 s
* TensorflowLit... Colley Jean-Marc

12:54 PM GRAND LPNHE/NUTRIG Task #60701: CNN Post-training quantization

Validation de la quantification avec 2 modèles:
* sans quantification
* avec quantification
et 2 moteurs d'infé... Colley Jean-Marc

12:46 PM GRAND LPNHE/NUTRIG Task #60701: CNN Post-training quantization

Réécriture d'un convertisseur tflite avec sans quantification
https://github.com/grand-mother/NUTRIG1/blob/master/... Colley Jean-Marc

12:44 PM GRAND LPNHE/NUTRIG Task #60701: CNN Post-training quantization

Abandon de la quantification float16 pour la quantification int8
https://ai.google.dev/edge/litert/models/post_tr... Colley Jean-Marc

12:34 PM GRAND LPNHE/NUTRIG Task #60701: CNN Post-training quantization

h1. Convertion de format float 16
see https://www.tensorflow.org/lite/performance/post_training_quantization
h2... Colley Jean-Marc

12:33 PM GRAND LPNHE/NUTRIG Task #59110 (Closed): CNN ICRC évaluation

Colley Jean-Marc