FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1501.6         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  23.475         	|63             	|  1478.9         	|  98.491         	|
run_training_batch                 	|  0.23912        	|1000           	|  239.12         	|  15.924         	|
optimizer_step_with_closure_0      	|  0.23721        	|1000           	|  237.21         	|  15.797         	|
training_step_and_backward         	|  0.17664        	|1000           	|  176.64         	|  11.764         	|
model_forward                      	|  0.090449       	|1000           	|  90.449         	|  6.0235         	|
training_step                      	|  0.090271       	|1000           	|  90.271         	|  6.0117         	|
backward                           	|  0.084835       	|1000           	|  84.835         	|  5.6497         	|
get_train_batch                    	|  0.033121       	|1063           	|  35.207         	|  2.3447         	|
fetch_next_train_batch             	|  0.033098       	|1063           	|  35.183         	|  2.343          	|
on_train_batch_end                 	|  0.0015135      	|1000           	|  1.5135         	|  0.10079        	|
zero_grad                          	|  0.0013299      	|1000           	|  1.3299         	|  0.088563       	|
on_train_end                       	|  1.2168         	|1              	|  1.2168         	|  0.081036       	|
configure_optimizers               	|  0.60433        	|1              	|  0.60433        	|  0.040246       	|
training_batch_to_device           	|  0.00025314     	|1000           	|  0.25314        	|  0.016858       	|
on_train_batch_start               	|  9.22e-05       	|1000           	|  0.0922         	|  0.0061401      	|
on_train_epoch_end                 	|  0.00065987     	|63             	|  0.041572       	|  0.0027685      	|
on_train_epoch_start               	|  0.00043783     	|63             	|  0.027583       	|  0.0018369      	|
on_pretrain_routine_start          	|  0.023015       	|1              	|  0.023015       	|  0.0015327      	|
on_batch_start                     	|  2.0587e-05     	|1000           	|  0.020587       	|  0.001371       	|
on_after_backward                  	|  1.6976e-05     	|1000           	|  0.016976       	|  0.0011305      	|
on_batch_end                       	|  1.4364e-05     	|1000           	|  0.014364       	|  0.0009566      	|
on_before_zero_grad                	|  1.4176e-05     	|1000           	|  0.014176       	|  0.00094408     	|
on_before_backward                 	|  1.2153e-05     	|1000           	|  0.012153       	|  0.00080933     	|
on_before_optimizer_step           	|  1.1476e-05     	|1000           	|  0.011476       	|  0.00076422     	|
training_step_end                  	|  6.0419e-06     	|1000           	|  0.0060419      	|  0.00040236     	|
on_train_start                     	|  0.0013559      	|1              	|  0.0013559      	|  9.0297e-05     	|
on_epoch_end                       	|  1.2626e-05     	|63             	|  0.00079541     	|  5.2971e-05     	|
on_epoch_start                     	|  1.1069e-05     	|63             	|  0.00069732     	|  4.6438e-05     	|
on_fit_start                       	|  4.6706e-05     	|1              	|  4.6706e-05     	|  3.1104e-06     	|
on_configure_sharded_model         	|  2.9249e-05     	|1              	|  2.9249e-05     	|  1.9479e-06     	|
on_fit_end                         	|  2.78e-05       	|1              	|  2.78e-05       	|  1.8514e-06     	|
on_before_accelerator_backend_setup	|  2.5436e-05     	|1              	|  2.5436e-05     	|  1.6939e-06     	|
setup                              	|  2.3875e-05     	|1              	|  2.3875e-05     	|  1.59e-06       	|
teardown                           	|  1.5546e-05     	|1              	|  1.5546e-05     	|  1.0353e-06     	|
on_pretrain_routine_end            	|  1.3852e-05     	|1              	|  1.3852e-05     	|  9.2252e-07     	|
configure_sharded_model            	|  1.1766e-05     	|1              	|  1.1766e-05     	|  7.8359e-07     	|
prepare_data                       	|  1.0308e-05     	|1              	|  1.0308e-05     	|  6.8646e-07     	|
configure_callbacks                	|  8.6613e-06     	|1              	|  8.6613e-06     	|  5.7681e-07     	|
on_val_dataloader                  	|  8.0653e-06     	|1              	|  8.0653e-06     	|  5.3711e-07     	|
on_train_dataloader                	|  7.9237e-06     	|1              	|  7.9237e-06     	|  5.2768e-07     	|
