Implement validation#13

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coolteemf wants to merge 15 commits intomimesis-inria:masterfrom

coolteemf:implement_validation

Commits on Mar 28, 2023

[DatabaseManager] implement change mode
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Commits on Apr 24, 2023

[Training] Implement set_eval and set_train to switch between modes
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[Training] validate: update
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[BaseDatabaseConfig] fix existing_dir, first '/' was not included by the join function
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[DatabaseManager] remove unnecessary use of get_first_caller to join root to database_config.existing_dir
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[StatsManager] remove legacy check of pipeline.debug
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[yamlUtils] dataset_config -> database_config
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[DatabaseManager] normalization defaults to mean 0. std 1. for empty database
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[BaseNetwork] fix numpy_to_tensor and tensor_to_numpy
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[BaseTraining] fix progressbar not needing counts with vedo 2023.4.4
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[Optimization] add scheduler, and parameters for loss, optimizer...
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[NetworkManager] handle the case when data comes from joined table as a dict
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[BaseTraining] set_eval should switch the handler to the validation partition to get validation data
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[DatabaseManager] fix index_samples now reset sample_indices on each call
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Merge branch 'master' into implement_validation
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