Sylvain Gugger 91cb95461e Switch from return_tuple to return_dict (#6138) ... * Switch from return_tuple to return_dict * Fix test * [WIP] Test TF Flaubert + Add {XLM, Flaubert}{TokenClassification, MultipleC… (#5614) * Test TF Flaubert + Add {XLM, Flaubert}{TokenClassification, MultipleChoice} models and tests * AutoModels Tiny tweaks * Style * Final changes before merge * Re-order for simpler review * Final fixes * Addressing @sgugger's comments * Test MultipleChoice * Rework TF trainer (#6038) * Fully rework training/prediction loops * fix method name * Fix variable name * Fix property name * Fix scope * Fix method name * Fix tuple index * Fix tuple index * Fix indentation * Fix variable name * fix eval before log * Add drop remainder for test dataset * Fix step number + fix logging datetime * fix eval loss value * use global step instead of step + fix logging at step 0 * Fix logging datetime * Fix global_step usage * Fix breaking loop + logging datetime * Fix step in prediction loop * Fix step breaking * Fix train/test loops * Force TF at least 2.2 for the trainer * Use assert_cardinality to facilitate the dataset size computation * Log steps per epoch * Make tfds compliant with TPU * Make tfds compliant with TPU * Use TF dataset enumerate instead of the Python one * revert previous commit * Fix data_dir * Apply style * rebase on master * Address Sylvain's comments * Address Sylvain's and Lysandre comments * Trigger CI * Remove unused import * Switch from return_tuple to return_dict * Fix test * Add recent model Co-authored-by: Lysandre Debut <lysandre@huggingface.co> Co-authored-by: Julien Plu <plu.julien@gmail.com>		2020-07-30 09:17:00 -04:00
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adding_a_new_example_script	[docs] Add integration test example to copy pasta template (#5961)	2020-07-22 12:48:38 -04:00
adding_a_new_model	Switch from return_tuple to return_dict (#6138)	2020-07-30 09:17:00 -04:00