FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  360.64         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.585         	|25             	|  339.62         	|  94.169         	|
run_training_batch                 	|  0.28143        	|1000           	|  281.43         	|  78.037         	|
optimizer_step_with_closure_0      	|  0.27766        	|1000           	|  277.66         	|  76.989         	|
training_step_and_backward         	|  0.21422        	|1000           	|  214.22         	|  59.401         	|
model_forward                      	|  0.10761        	|1000           	|  107.61         	|  29.838         	|
training_step                      	|  0.10741        	|1000           	|  107.41         	|  29.783         	|
backward                           	|  0.10509        	|1000           	|  105.09         	|  29.138         	|
get_train_batch                    	|  0.012935       	|1025           	|  13.259         	|  3.6764         	|
fetch_next_train_batch             	|  0.012909       	|1025           	|  13.232         	|  3.669          	|
on_train_batch_end                 	|  0.0024478      	|1000           	|  2.4478         	|  0.67874        	|
zero_grad                          	|  0.0014939      	|1000           	|  1.4939         	|  0.41424        	|
training_batch_to_device           	|  0.00029892     	|1000           	|  0.29892        	|  0.082887       	|
on_train_batch_start               	|  9.6097e-05     	|1000           	|  0.096097       	|  0.026646       	|
on_batch_start                     	|  6.9444e-05     	|1000           	|  0.069444       	|  0.019256       	|
on_train_end                       	|  0.043975       	|1              	|  0.043975       	|  0.012194       	|
on_after_backward                  	|  2.8827e-05     	|1000           	|  0.028827       	|  0.0079933      	|
on_pretrain_routine_start          	|  0.02313        	|1              	|  0.02313        	|  0.0064136      	|
on_before_zero_grad                	|  1.8211e-05     	|1000           	|  0.018211       	|  0.0050496      	|
on_batch_end                       	|  1.5961e-05     	|1000           	|  0.015961       	|  0.0044257      	|
on_before_backward                 	|  1.354e-05      	|1000           	|  0.01354        	|  0.0037544      	|
on_before_optimizer_step           	|  1.3378e-05     	|1000           	|  0.013378       	|  0.0037094      	|
configure_optimizers               	|  0.010225       	|1              	|  0.010225       	|  0.0028353      	|
on_train_epoch_end                 	|  0.00040728     	|25             	|  0.010182       	|  0.0028233      	|
on_train_epoch_start               	|  0.00039251     	|25             	|  0.0098127      	|  0.0027209      	|
training_step_end                  	|  7.4344e-06     	|1000           	|  0.0074344      	|  0.0020614      	|
on_train_start                     	|  0.0011419      	|1              	|  0.0011419      	|  0.00031663     	|
on_epoch_end                       	|  1.3645e-05     	|25             	|  0.00034113     	|  9.4588e-05     	|
on_epoch_start                     	|  1.1394e-05     	|25             	|  0.00028485     	|  7.8983e-05     	|
on_fit_end                         	|  6.0501e-05     	|1              	|  6.0501e-05     	|  1.6776e-05     	|
on_fit_start                       	|  4.0548e-05     	|1              	|  4.0548e-05     	|  1.1243e-05     	|
setup                              	|  3.4479e-05     	|1              	|  3.4479e-05     	|  9.5605e-06     	|
on_before_accelerator_backend_setup	|  2.7116e-05     	|1              	|  2.7116e-05     	|  7.5189e-06     	|
on_configure_sharded_model         	|  2.4719e-05     	|1              	|  2.4719e-05     	|  6.8542e-06     	|
teardown                           	|  1.8453e-05     	|1              	|  1.8453e-05     	|  5.1168e-06     	|
on_pretrain_routine_end            	|  1.4661e-05     	|1              	|  1.4661e-05     	|  4.0652e-06     	|
configure_sharded_model            	|  1.2284e-05     	|1              	|  1.2284e-05     	|  3.4062e-06     	|
on_val_dataloader                  	|  1.0574e-05     	|1              	|  1.0574e-05     	|  2.9321e-06     	|
prepare_data                       	|  9.6876e-06     	|1              	|  9.6876e-06     	|  2.6862e-06     	|
on_train_dataloader                	|  8.7842e-06     	|1              	|  8.7842e-06     	|  2.4357e-06     	|
configure_callbacks                	|  5.8878e-06     	|1              	|  5.8878e-06     	|  1.6326e-06     	|
