FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1673.3         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  26.194         	|63             	|  1650.2         	|  98.622         	|
run_training_batch                 	|  0.2019         	|8000           	|  1615.2         	|  96.526         	|
training_step_and_backward         	|  0.19033        	|8000           	|  1522.7         	|  90.998         	|
model_forward                      	|  0.10756        	|8000           	|  860.45         	|  51.422         	|
training_step                      	|  0.10742        	|8000           	|  859.38         	|  51.359         	|
backward                           	|  0.082596       	|8000           	|  660.77         	|  39.489         	|
optimizer_step_with_closure_0      	|  0.24874        	|1000           	|  248.74         	|  14.865         	|
get_train_batch                    	|  0.0022581      	|8063           	|  18.207         	|  1.0881         	|
fetch_next_train_batch             	|  0.0022419      	|8063           	|  18.076         	|  1.0803         	|
on_train_batch_end                 	|  0.0010943      	|8000           	|  8.7547         	|  0.5232         	|
training_batch_to_device           	|  0.00021384     	|8000           	|  1.7107         	|  0.10223        	|
zero_grad                          	|  0.0013019      	|1000           	|  1.3019         	|  0.077804       	|
on_train_batch_start               	|  9.0493e-05     	|8000           	|  0.72395        	|  0.043265       	|
on_batch_start                     	|  1.4933e-05     	|8000           	|  0.11947        	|  0.0071396      	|
on_before_backward                 	|  1.3461e-05     	|8000           	|  0.10769        	|  0.0064356      	|
on_batch_end                       	|  1.341e-05      	|8000           	|  0.10728        	|  0.0064115      	|
on_after_backward                  	|  1.187e-05      	|8000           	|  0.094961       	|  0.0056751      	|
training_step_end                  	|  6.3424e-06     	|8000           	|  0.050739       	|  0.0030323      	|
on_train_end                       	|  0.025374       	|1              	|  0.025374       	|  0.0015164      	|
on_pretrain_routine_start          	|  0.022754       	|1              	|  0.022754       	|  0.0013598      	|
on_train_epoch_start               	|  0.00030143     	|63             	|  0.01899        	|  0.0011349      	|
on_train_epoch_end                 	|  0.00028754     	|63             	|  0.018115       	|  0.0010826      	|
on_before_zero_grad                	|  1.481e-05      	|1000           	|  0.01481        	|  0.00088511     	|
on_before_optimizer_step           	|  1.2563e-05     	|1000           	|  0.012563       	|  0.00075077     	|
configure_optimizers               	|  0.0089191      	|1              	|  0.0089191      	|  0.00053302     	|
on_train_start                     	|  0.00075375     	|1              	|  0.00075375     	|  4.5046e-05     	|
on_epoch_start                     	|  1.0759e-05     	|63             	|  0.0006778      	|  4.0507e-05     	|
on_epoch_end                       	|  1.0376e-05     	|63             	|  0.00065367     	|  3.9065e-05     	|
setup                              	|  2.5337e-05     	|1              	|  2.5337e-05     	|  1.5142e-06     	|
on_before_accelerator_backend_setup	|  2.2111e-05     	|1              	|  2.2111e-05     	|  1.3214e-06     	|
on_fit_end                         	|  2.141e-05      	|1              	|  2.141e-05      	|  1.2795e-06     	|
on_fit_start                       	|  1.6431e-05     	|1              	|  1.6431e-05     	|  9.8196e-07     	|
on_configure_sharded_model         	|  1.614e-05      	|1              	|  1.614e-05      	|  9.6455e-07     	|
teardown                           	|  1.0339e-05     	|1              	|  1.0339e-05     	|  6.1789e-07     	|
on_pretrain_routine_end            	|  9.9791e-06     	|1              	|  9.9791e-06     	|  5.9637e-07     	|
prepare_data                       	|  9.3381e-06     	|1              	|  9.3381e-06     	|  5.5807e-07     	|
configure_callbacks                	|  6.021e-06      	|1              	|  6.021e-06      	|  3.5983e-07     	|
configure_sharded_model            	|  4.98e-06       	|1              	|  4.98e-06       	|  2.9762e-07     	|
on_val_dataloader                  	|  4.869e-06      	|1              	|  4.869e-06      	|  2.9098e-07     	|
on_train_dataloader                	|  4.1779e-06     	|1              	|  4.1779e-06     	|  2.4968e-07     	|
