FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  388.49         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.8465         	|63             	|  368.33         	|  94.812         	|
run_training_batch                 	|  0.23296        	|1000           	|  232.96         	|  59.966         	|
optimizer_step_with_closure_0      	|  0.23113        	|1000           	|  231.13         	|  59.496         	|
training_step_and_backward         	|  0.17148        	|1000           	|  171.48         	|  44.142         	|
model_forward                      	|  0.08584        	|1000           	|  85.84          	|  22.096         	|
training_step                      	|  0.085684       	|1000           	|  85.684         	|  22.056         	|
backward                           	|  0.08435        	|1000           	|  84.35          	|  21.713         	|
get_train_batch                    	|  0.028287       	|1063           	|  30.069         	|  7.74           	|
fetch_next_train_batch             	|  0.028265       	|1063           	|  30.045         	|  7.734          	|
on_train_batch_end                 	|  0.0014486      	|1000           	|  1.4486         	|  0.37288        	|
zero_grad                          	|  0.0012669      	|1000           	|  1.2669         	|  0.3261         	|
on_train_end                       	|  0.97633        	|1              	|  0.97633        	|  0.25132        	|
training_batch_to_device           	|  0.00022688     	|1000           	|  0.22688        	|  0.058402       	|
on_train_batch_start               	|  8.9729e-05     	|1000           	|  0.089729       	|  0.023097       	|
on_pretrain_routine_start          	|  0.021927       	|1              	|  0.021927       	|  0.0056443      	|
on_train_epoch_start               	|  0.00033384     	|63             	|  0.021032       	|  0.0054138      	|
on_train_epoch_end                 	|  0.00031558     	|63             	|  0.019882       	|  0.0051178      	|
on_batch_start                     	|  1.8907e-05     	|1000           	|  0.018907       	|  0.0048668      	|
on_after_backward                  	|  1.5048e-05     	|1000           	|  0.015048       	|  0.0038734      	|
on_batch_end                       	|  1.4428e-05     	|1000           	|  0.014428       	|  0.0037139      	|
on_before_zero_grad                	|  1.3752e-05     	|1000           	|  0.013752       	|  0.00354        	|
configure_optimizers               	|  0.013359       	|1              	|  0.013359       	|  0.0034388      	|
on_before_optimizer_step           	|  1.116e-05      	|1000           	|  0.01116        	|  0.0028727      	|
on_before_backward                 	|  1.0921e-05     	|1000           	|  0.010921       	|  0.0028112      	|
training_step_end                  	|  6.0148e-06     	|1000           	|  0.0060148      	|  0.0015483      	|
on_train_start                     	|  0.0012896      	|1              	|  0.0012896      	|  0.00033195     	|
on_epoch_start                     	|  1.1075e-05     	|63             	|  0.00069775     	|  0.00017961     	|
on_epoch_end                       	|  1.0869e-05     	|63             	|  0.00068473     	|  0.00017626     	|
on_fit_end                         	|  6.3211e-05     	|1              	|  6.3211e-05     	|  1.6271e-05     	|
on_fit_start                       	|  4.5007e-05     	|1              	|  4.5007e-05     	|  1.1585e-05     	|
on_before_accelerator_backend_setup	|  2.5988e-05     	|1              	|  2.5988e-05     	|  6.6895e-06     	|
setup                              	|  2.338e-05      	|1              	|  2.338e-05      	|  6.0182e-06     	|
on_configure_sharded_model         	|  2.1769e-05     	|1              	|  2.1769e-05     	|  5.6035e-06     	|
prepare_data                       	|  1.7755e-05     	|1              	|  1.7755e-05     	|  4.5702e-06     	|
teardown                           	|  1.4497e-05     	|1              	|  1.4497e-05     	|  3.7317e-06     	|
on_pretrain_routine_end            	|  1.2459e-05     	|1              	|  1.2459e-05     	|  3.2071e-06     	|
on_val_dataloader                  	|  7.2196e-06     	|1              	|  7.2196e-06     	|  1.8584e-06     	|
on_train_dataloader                	|  6.9607e-06     	|1              	|  6.9607e-06     	|  1.7918e-06     	|
configure_sharded_model            	|  6.9514e-06     	|1              	|  6.9514e-06     	|  1.7894e-06     	|
configure_callbacks                	|  6.9048e-06     	|1              	|  6.9048e-06     	|  1.7774e-06     	|
