FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1682.8         	|  100 %          	|
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run_training_epoch                 	|  26.345         	|63             	|  1659.7         	|  98.631         	|
run_training_batch                 	|  0.20309        	|8000           	|  1624.7         	|  96.552         	|
training_step_and_backward         	|  0.19192        	|8000           	|  1535.4         	|  91.241         	|
model_forward                      	|  0.10782        	|8000           	|  862.54         	|  51.257         	|
training_step                      	|  0.10769        	|8000           	|  861.48         	|  51.194         	|
backward                           	|  0.083919       	|8000           	|  671.35         	|  39.896         	|
optimizer_step_with_closure_0      	|  0.25023        	|1000           	|  250.23         	|  14.87          	|
get_train_batch                    	|  0.002263       	|8063           	|  18.247         	|  1.0843         	|
fetch_next_train_batch             	|  0.0022465      	|8063           	|  18.114         	|  1.0764         	|
on_train_batch_end                 	|  0.0010817      	|8000           	|  8.6534         	|  0.51424        	|
training_batch_to_device           	|  0.00021485     	|8000           	|  1.7188         	|  0.10214        	|
zero_grad                          	|  0.0013364      	|1000           	|  1.3364         	|  0.079419       	|
on_train_batch_start               	|  9.0079e-05     	|8000           	|  0.72063        	|  0.042824       	|
on_batch_start                     	|  1.5609e-05     	|8000           	|  0.12487        	|  0.0074204      	|
on_batch_end                       	|  1.3822e-05     	|8000           	|  0.11058        	|  0.0065712      	|
on_before_backward                 	|  1.2711e-05     	|8000           	|  0.10168        	|  0.0060427      	|
on_after_backward                  	|  1.1753e-05     	|8000           	|  0.09402        	|  0.0055873      	|
training_step_end                  	|  5.7732e-06     	|8000           	|  0.046185       	|  0.0027446      	|
on_train_end                       	|  0.025748       	|1              	|  0.025748       	|  0.0015301      	|
on_pretrain_routine_start          	|  0.022419       	|1              	|  0.022419       	|  0.0013323      	|
on_train_epoch_start               	|  0.00029619     	|63             	|  0.01866        	|  0.0011089      	|
on_train_epoch_end                 	|  0.00029206     	|63             	|  0.0184         	|  0.0010934      	|
on_before_zero_grad                	|  1.4293e-05     	|1000           	|  0.014293       	|  0.0008494      	|
on_before_optimizer_step           	|  1.1473e-05     	|1000           	|  0.011473       	|  0.00068179     	|
configure_optimizers               	|  0.0088853      	|1              	|  0.0088853      	|  0.00052802     	|
on_train_start                     	|  0.00074986     	|1              	|  0.00074986     	|  4.4561e-05     	|
on_epoch_start                     	|  1.0568e-05     	|63             	|  0.00066578     	|  3.9565e-05     	|
on_epoch_end                       	|  1.0332e-05     	|63             	|  0.00065089     	|  3.868e-05      	|
on_fit_end                         	|  2.3334e-05     	|1              	|  2.3334e-05     	|  1.3866e-06     	|
on_before_accelerator_backend_setup	|  2.2883e-05     	|1              	|  2.2883e-05     	|  1.3598e-06     	|
setup                              	|  2.2582e-05     	|1              	|  2.2582e-05     	|  1.342e-06      	|
on_fit_start                       	|  1.7723e-05     	|1              	|  1.7723e-05     	|  1.0532e-06     	|
on_configure_sharded_model         	|  1.6641e-05     	|1              	|  1.6641e-05     	|  9.889e-07      	|
teardown                           	|  1.1903e-05     	|1              	|  1.1903e-05     	|  7.0735e-07     	|
on_pretrain_routine_end            	|  1.1261e-05     	|1              	|  1.1261e-05     	|  6.692e-07      	|
prepare_data                       	|  8.336e-06      	|1              	|  8.336e-06      	|  4.9538e-07     	|
configure_callbacks                	|  5.6711e-06     	|1              	|  5.6711e-06     	|  3.3701e-07     	|
configure_sharded_model            	|  5.14e-06       	|1              	|  5.14e-06       	|  3.0545e-07     	|
on_val_dataloader                  	|  4.5591e-06     	|1              	|  4.5591e-06     	|  2.7093e-07     	|
on_train_dataloader                	|  4.058e-06      	|1              	|  4.058e-06      	|  2.4115e-07     	|
