FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  728.81         	|  100 %          	|
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run_training_epoch                 	|  3.5217         	|200            	|  704.34         	|  96.644         	|
run_training_batch                 	|  0.30737        	|1000           	|  307.37         	|  42.174         	|
optimizer_step_with_closure_0      	|  0.30375        	|1000           	|  303.75         	|  41.678         	|
training_step_and_backward         	|  0.23428        	|1000           	|  234.28         	|  32.145         	|
model_forward                      	|  0.1192         	|1000           	|  119.2          	|  16.355         	|
training_step                      	|  0.11898        	|1000           	|  118.98         	|  16.325         	|
backward                           	|  0.11337        	|1000           	|  113.37         	|  15.556         	|
get_train_batch                    	|  0.057681       	|1200           	|  69.217         	|  9.4974         	|
fetch_next_train_batch             	|  0.057649       	|1200           	|  69.179         	|  9.4921         	|
on_train_batch_end                 	|  0.0023716      	|1000           	|  2.3716         	|  0.32541        	|
zero_grad                          	|  0.0016749      	|1000           	|  1.6749         	|  0.22982        	|
training_batch_to_device           	|  0.00041661     	|1000           	|  0.41661        	|  0.057164       	|
configure_optimizers               	|  0.34589        	|1              	|  0.34589        	|  0.04746        	|
on_train_end                       	|  0.11167        	|1              	|  0.11167        	|  0.015322       	|
on_train_batch_start               	|  0.00010438     	|1000           	|  0.10438        	|  0.014322       	|
on_train_epoch_end                 	|  0.00033636     	|200            	|  0.067272       	|  0.0092304      	|
on_train_epoch_start               	|  0.00033105     	|200            	|  0.06621        	|  0.0090847      	|
on_batch_start                     	|  3.2286e-05     	|1000           	|  0.032286       	|  0.00443        	|
on_after_backward                  	|  2.9169e-05     	|1000           	|  0.029169       	|  0.0040023      	|
on_pretrain_routine_start          	|  0.02316        	|1              	|  0.02316        	|  0.0031778      	|
on_before_zero_grad                	|  2.0966e-05     	|1000           	|  0.020966       	|  0.0028767      	|
on_batch_end                       	|  1.6872e-05     	|1000           	|  0.016872       	|  0.002315       	|
on_before_optimizer_step           	|  1.6523e-05     	|1000           	|  0.016523       	|  0.0022671      	|
on_before_backward                 	|  1.4348e-05     	|1000           	|  0.014348       	|  0.0019687      	|
training_step_end                  	|  8.6459e-06     	|1000           	|  0.0086459      	|  0.0011863      	|
on_epoch_start                     	|  1.2496e-05     	|200            	|  0.0024992      	|  0.00034292     	|
on_epoch_end                       	|  1.187e-05      	|200            	|  0.002374       	|  0.00032574     	|
on_train_start                     	|  0.00099452     	|1              	|  0.00099452     	|  0.00013646     	|
on_fit_start                       	|  4.7086e-05     	|1              	|  4.7086e-05     	|  6.4607e-06     	|
on_before_accelerator_backend_setup	|  3.586e-05      	|1              	|  3.586e-05      	|  4.9203e-06     	|
teardown                           	|  3.5234e-05     	|1              	|  3.5234e-05     	|  4.8345e-06     	|
on_fit_end                         	|  3.1127e-05     	|1              	|  3.1127e-05     	|  4.2709e-06     	|
on_configure_sharded_model         	|  3.0771e-05     	|1              	|  3.0771e-05     	|  4.2221e-06     	|
setup                              	|  3.029e-05      	|1              	|  3.029e-05      	|  4.1562e-06     	|
prepare_data                       	|  1.3439e-05     	|1              	|  1.3439e-05     	|  1.844e-06      	|
on_pretrain_routine_end            	|  1.3189e-05     	|1              	|  1.3189e-05     	|  1.8097e-06     	|
configure_sharded_model            	|  1.041e-05      	|1              	|  1.041e-05      	|  1.4284e-06     	|
on_train_dataloader                	|  8.0857e-06     	|1              	|  8.0857e-06     	|  1.1095e-06     	|
configure_callbacks                	|  8.0336e-06     	|1              	|  8.0336e-06     	|  1.1023e-06     	|
on_val_dataloader                  	|  7.4673e-06     	|1              	|  7.4673e-06     	|  1.0246e-06     	|
