FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  725.64         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5374         	|200            	|  707.48         	|  97.497         	|
run_training_batch                 	|  0.30519        	|1000           	|  305.19         	|  42.058         	|
optimizer_step_with_closure_0      	|  0.3013         	|1000           	|  301.3          	|  41.522         	|
training_step_and_backward         	|  0.23145        	|1000           	|  231.45         	|  31.896         	|
model_forward                      	|  0.11779        	|1000           	|  117.79         	|  16.233         	|
training_step                      	|  0.11757        	|1000           	|  117.57         	|  16.202         	|
backward                           	|  0.11197        	|1000           	|  111.97         	|  15.431         	|
get_train_batch                    	|  0.061704       	|1200           	|  74.045         	|  10.204         	|
fetch_next_train_batch             	|  0.06167        	|1200           	|  74.004         	|  10.198         	|
on_train_batch_end                 	|  0.0024935      	|1000           	|  2.4935         	|  0.34363        	|
zero_grad                          	|  0.0016516      	|1000           	|  1.6516         	|  0.2276         	|
training_batch_to_device           	|  0.00046737     	|1000           	|  0.46737        	|  0.064408       	|
on_train_batch_start               	|  0.00010647     	|1000           	|  0.10647        	|  0.014672       	|
on_train_epoch_start               	|  0.00034221     	|200            	|  0.068442       	|  0.0094319      	|
on_train_epoch_end                 	|  0.00032449     	|200            	|  0.064899       	|  0.0089436      	|
on_train_end                       	|  0.050809       	|1              	|  0.050809       	|  0.0070019      	|
configure_optimizers               	|  0.036939       	|1              	|  0.036939       	|  0.0050905      	|
on_batch_start                     	|  3.3875e-05     	|1000           	|  0.033875       	|  0.0046682      	|
on_after_backward                  	|  3.1914e-05     	|1000           	|  0.031914       	|  0.004398       	|
on_pretrain_routine_start          	|  0.024357       	|1              	|  0.024357       	|  0.0033566      	|
on_before_zero_grad                	|  2.163e-05      	|1000           	|  0.02163        	|  0.0029808      	|
on_before_backward                 	|  1.7416e-05     	|1000           	|  0.017416       	|  0.0024         	|
on_batch_end                       	|  1.6962e-05     	|1000           	|  0.016962       	|  0.0023375      	|
on_before_optimizer_step           	|  1.5413e-05     	|1000           	|  0.015413       	|  0.002124       	|
training_step_end                  	|  9.4893e-06     	|1000           	|  0.0094893      	|  0.0013077      	|
on_epoch_end                       	|  1.2101e-05     	|200            	|  0.0024203      	|  0.00033354     	|
on_epoch_start                     	|  1.1912e-05     	|200            	|  0.0023823      	|  0.00032831     	|
on_train_start                     	|  0.0010261      	|1              	|  0.0010261      	|  0.00014141     	|
on_fit_end                         	|  6.2993e-05     	|1              	|  6.2993e-05     	|  8.681e-06      	|
setup                              	|  2.6425e-05     	|1              	|  2.6425e-05     	|  3.6416e-06     	|
on_before_accelerator_backend_setup	|  2.5541e-05     	|1              	|  2.5541e-05     	|  3.5197e-06     	|
on_configure_sharded_model         	|  2.3788e-05     	|1              	|  2.3788e-05     	|  3.2782e-06     	|
on_fit_start                       	|  2.118e-05      	|1              	|  2.118e-05      	|  2.9188e-06     	|
on_pretrain_routine_end            	|  1.6982e-05     	|1              	|  1.6982e-05     	|  2.3402e-06     	|
teardown                           	|  1.5819e-05     	|1              	|  1.5819e-05     	|  2.1801e-06     	|
prepare_data                       	|  1.2938e-05     	|1              	|  1.2938e-05     	|  1.783e-06      	|
on_val_dataloader                  	|  9.4119e-06     	|1              	|  9.4119e-06     	|  1.297e-06      	|
configure_sharded_model            	|  9.2071e-06     	|1              	|  9.2071e-06     	|  1.2688e-06     	|
configure_callbacks                	|  8.7842e-06     	|1              	|  8.7842e-06     	|  1.2105e-06     	|
on_train_dataloader                	|  8.5272e-06     	|1              	|  8.5272e-06     	|  1.1751e-06     	|
