FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  449.22         	|  100 %          	|
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run_training_epoch                 	|  2.1259         	|200            	|  425.19         	|  94.65          	|
run_training_batch                 	|  0.35258        	|1000           	|  352.58         	|  78.487         	|
optimizer_step_with_closure_0      	|  0.34995        	|1000           	|  349.95         	|  77.902         	|
training_step_and_backward         	|  0.27176        	|1000           	|  271.76         	|  60.496         	|
model_forward                      	|  0.16117        	|1000           	|  161.17         	|  35.878         	|
training_step                      	|  0.16102        	|1000           	|  161.02         	|  35.845         	|
backward                           	|  0.10924        	|1000           	|  109.24         	|  24.318         	|
get_train_batch                    	|  0.016665       	|1200           	|  19.998         	|  4.4518         	|
fetch_next_train_batch             	|  0.016639       	|1200           	|  19.967         	|  4.4448         	|
zero_grad                          	|  0.0013167      	|1000           	|  1.3167         	|  0.29311        	|
on_train_batch_end                 	|  0.0012571      	|1000           	|  1.2571         	|  0.27984        	|
training_batch_to_device           	|  0.00034586     	|1000           	|  0.34586        	|  0.076991       	|
on_train_batch_start               	|  9.7496e-05     	|1000           	|  0.097496       	|  0.021704       	|
on_train_epoch_start               	|  0.00027107     	|200            	|  0.054214       	|  0.012069       	|
on_train_epoch_end                 	|  0.00025127     	|200            	|  0.050255       	|  0.011187       	|
on_batch_start                     	|  2.3481e-05     	|1000           	|  0.023481       	|  0.0052271      	|
on_train_end                       	|  0.023452       	|1              	|  0.023452       	|  0.0052205      	|
on_pretrain_routine_start          	|  0.022683       	|1              	|  0.022683       	|  0.0050494      	|
on_before_zero_grad                	|  1.6577e-05     	|1000           	|  0.016577       	|  0.0036901      	|
on_batch_end                       	|  1.3519e-05     	|1000           	|  0.013519       	|  0.0030095      	|
on_after_backward                  	|  1.2521e-05     	|1000           	|  0.012521       	|  0.0027872      	|
on_before_optimizer_step           	|  1.1721e-05     	|1000           	|  0.011721       	|  0.0026093      	|
on_before_backward                 	|  1.1149e-05     	|1000           	|  0.011149       	|  0.0024818      	|
configure_optimizers               	|  0.0082397      	|1              	|  0.0082397      	|  0.0018342      	|
training_step_end                  	|  6.8493e-06     	|1000           	|  0.0068493      	|  0.0015247      	|
on_epoch_end                       	|  1.2503e-05     	|200            	|  0.0025007      	|  0.00055668     	|
on_epoch_start                     	|  1.0794e-05     	|200            	|  0.0021589      	|  0.00048058     	|
on_train_start                     	|  0.0007718      	|1              	|  0.0007718      	|  0.00017181     	|
on_fit_end                         	|  2.3063e-05     	|1              	|  2.3063e-05     	|  5.134e-06      	|
on_before_accelerator_backend_setup	|  2.2942e-05     	|1              	|  2.2942e-05     	|  5.1071e-06     	|
on_fit_start                       	|  1.643e-05      	|1              	|  1.643e-05      	|  3.6575e-06     	|
on_pretrain_routine_end            	|  1.4798e-05     	|1              	|  1.4798e-05     	|  3.2942e-06     	|
setup                              	|  1.3856e-05     	|1              	|  1.3856e-05     	|  3.0845e-06     	|
on_configure_sharded_model         	|  1.3355e-05     	|1              	|  1.3355e-05     	|  2.973e-06      	|
teardown                           	|  9.9289e-06     	|1              	|  9.9289e-06     	|  2.2103e-06     	|
prepare_data                       	|  8.226e-06      	|1              	|  8.226e-06      	|  1.8312e-06     	|
configure_callbacks                	|  6.602e-06      	|1              	|  6.602e-06      	|  1.4697e-06     	|
on_val_dataloader                  	|  4.499e-06      	|1              	|  4.499e-06      	|  1.0015e-06     	|
configure_sharded_model            	|  4.429e-06      	|1              	|  4.429e-06      	|  9.8594e-07     	|
on_train_dataloader                	|  4.0371e-06     	|1              	|  4.0371e-06     	|  8.9868e-07     	|
