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- bob/ip/binseg/script/csv_analyser.py 0 → 100644
35 "training, this value is truncated. If this number is smaller, then " 36 "batches of the specified size are created and fed to the network " 37 "until there are no more new samples to feed (epoch is finished). " 38 "If the total number of training samples is not a multiple of the " 39 "batch-size, the last batch will be smaller than the first, unless " 40 "--drop-incomplete--batch is set, in which case this batch is not used.", 41 required=True, 42 show_default=True, 43 default=2, 44 type=click.IntRange(min=1), 45 cls=ResourceOption, 46 ) 47 @verbosity_option(cls=ResourceOption) 48 def csv_analyser(output_folder, batch_size, **kwargs): 49 """ 50 Run an alayze on the trainlog.csv where it creates a pdf file with a plot describing the validation and training losses. @dkhalil: Please reset this to read something like "Analyzes the training logs for loss evolution and resource utilisation".
changed this line in version 2 of the diff
- bob/ip/binseg/script/csv_analyser.py 0 → 100644
40 "--drop-incomplete--batch is set, in which case this batch is not used.", 41 required=True, 42 show_default=True, 43 default=2, 44 type=click.IntRange(min=1), 45 cls=ResourceOption, 46 ) 47 @verbosity_option(cls=ResourceOption) 48 def csv_analyser(output_folder, batch_size, **kwargs): 49 """ 50 Run an alayze on the trainlog.csv where it creates a pdf file with a plot describing the validation and training losses. 51 """ 52 av_loss = "average_loss" 53 val_av_loss = "validation_average_loss" 54 path = output_folder + "/trainlog.csv" 55 pdf_path = output_folder + "/analyse.pdf" changed this line in version 2 of the diff
@dkhalil: thanks for the patch. It looks great. Aside from the 2 other comments here, can we have something a bit more suggestive for the name of this script?
csv_analyze
does not give any hint this part of the analysis concerns thetrainlog
. Why don't you call ittrain_analysis
or something along these lines?@dkhalil: tip-top!
Please note there is still an user-documentation building error. This is related to bob/bob.extension#83 (closed), which is being fixed right now.
mentioned in commit 91db824d