FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  503.71         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.96012        	|500            	|  480.06         	|  95.304         	|
run_training_batch                 	|  0.3291         	|1000           	|  329.1          	|  65.335         	|
optimizer_step_with_closure_0      	|  0.32636        	|1000           	|  326.36         	|  64.792         	|
training_step_and_backward         	|  0.24415        	|1000           	|  244.15         	|  48.47          	|
model_forward                      	|  0.15023        	|1000           	|  150.23         	|  29.824         	|
training_step                      	|  0.15005        	|1000           	|  150.05         	|  29.789         	|
backward                           	|  0.092512       	|1000           	|  92.512         	|  18.366         	|
get_train_batch                    	|  0.031045       	|1500           	|  46.567         	|  9.2448         	|
fetch_next_train_batch             	|  0.031012       	|1500           	|  46.517         	|  9.2349         	|
zero_grad                          	|  0.0013755      	|1000           	|  1.3755         	|  0.27307        	|
on_train_batch_end                 	|  0.0013612      	|1000           	|  1.3612         	|  0.27024        	|
training_batch_to_device           	|  0.00059379     	|1000           	|  0.59379        	|  0.11788        	|
on_train_epoch_start               	|  0.00029094     	|500            	|  0.14547        	|  0.028879       	|
on_train_epoch_end                 	|  0.00027658     	|500            	|  0.13829        	|  0.027454       	|
on_train_batch_start               	|  0.00011015     	|1000           	|  0.11015        	|  0.021868       	|
on_batch_start                     	|  3.6187e-05     	|1000           	|  0.036187       	|  0.007184       	|
on_train_end                       	|  0.023715       	|1              	|  0.023715       	|  0.004708       	|
on_pretrain_routine_start          	|  0.02253        	|1              	|  0.02253        	|  0.0044728      	|
on_before_zero_grad                	|  2.1834e-05     	|1000           	|  0.021834       	|  0.0043346      	|
on_batch_end                       	|  1.4251e-05     	|1000           	|  0.014251       	|  0.0028292      	|
on_after_backward                  	|  1.342e-05      	|1000           	|  0.01342        	|  0.0026642      	|
on_before_optimizer_step           	|  1.3258e-05     	|1000           	|  0.013258       	|  0.0026321      	|
on_before_backward                 	|  1.2156e-05     	|1000           	|  0.012156       	|  0.0024133      	|
configure_optimizers               	|  0.008578       	|1              	|  0.008578       	|  0.0017029      	|
training_step_end                  	|  7.5571e-06     	|1000           	|  0.0075571      	|  0.0015003      	|
on_epoch_end                       	|  1.2562e-05     	|500            	|  0.0062809      	|  0.0012469      	|
on_epoch_start                     	|  1.0868e-05     	|500            	|  0.0054342      	|  0.0010788      	|
on_train_start                     	|  0.00075075     	|1              	|  0.00075075     	|  0.00014904     	|
on_fit_end                         	|  2.3264e-05     	|1              	|  2.3264e-05     	|  4.6185e-06     	|
on_before_accelerator_backend_setup	|  1.9907e-05     	|1              	|  1.9907e-05     	|  3.9521e-06     	|
on_fit_start                       	|  1.8775e-05     	|1              	|  1.8775e-05     	|  3.7273e-06     	|
setup                              	|  1.4017e-05     	|1              	|  1.4017e-05     	|  2.7827e-06     	|
on_configure_sharded_model         	|  1.3656e-05     	|1              	|  1.3656e-05     	|  2.7111e-06     	|
teardown                           	|  1.1152e-05     	|1              	|  1.1152e-05     	|  2.214e-06      	|
on_pretrain_routine_end            	|  1.056e-05      	|1              	|  1.056e-05      	|  2.0964e-06     	|
prepare_data                       	|  8.1151e-06     	|1              	|  8.1151e-06     	|  1.6111e-06     	|
configure_callbacks                	|  5.26e-06       	|1              	|  5.26e-06       	|  1.0442e-06     	|
configure_sharded_model            	|  4.5081e-06     	|1              	|  4.5081e-06     	|  8.9497e-07     	|
on_val_dataloader                  	|  4.489e-06      	|1              	|  4.489e-06      	|  8.9118e-07     	|
on_train_dataloader                	|  4.469e-06      	|1              	|  4.469e-06      	|  8.872e-07      	|
