FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  532.98         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  8.0883         	|63             	|  509.56         	|  95.606         	|
run_training_batch                 	|  0.37245        	|1000           	|  372.45         	|  69.881         	|
optimizer_step_with_closure_0      	|  0.36986        	|1000           	|  369.86         	|  69.395         	|
training_step_and_backward         	|  0.26485        	|1000           	|  264.85         	|  49.693         	|
model_forward                      	|  0.1377         	|1000           	|  137.7          	|  25.836         	|
training_step                      	|  0.13753        	|1000           	|  137.53         	|  25.804         	|
backward                           	|  0.12567        	|1000           	|  125.67         	|  23.578         	|
get_train_batch                    	|  0.028858       	|1063           	|  30.676         	|  5.7555         	|
fetch_next_train_batch             	|  0.028835       	|1063           	|  30.651         	|  5.7509         	|
on_train_batch_end                 	|  0.0017905      	|1000           	|  1.7905         	|  0.33595        	|
zero_grad                          	|  0.0014521      	|1000           	|  1.4521         	|  0.27245        	|
training_batch_to_device           	|  0.00025321     	|1000           	|  0.25321        	|  0.047509       	|
on_train_batch_start               	|  9.467e-05      	|1000           	|  0.09467        	|  0.017762       	|
on_train_end                       	|  0.043536       	|1              	|  0.043536       	|  0.0081684      	|
on_batch_start                     	|  2.355e-05      	|1000           	|  0.02355        	|  0.0044185      	|
on_train_epoch_start               	|  0.00036869     	|63             	|  0.023228       	|  0.0043581      	|
on_pretrain_routine_start          	|  0.022515       	|1              	|  0.022515       	|  0.0042243      	|
on_train_epoch_end                 	|  0.00035591     	|63             	|  0.022422       	|  0.0042069      	|
on_after_backward                  	|  2.0399e-05     	|1000           	|  0.020399       	|  0.0038274      	|
on_before_zero_grad                	|  1.6377e-05     	|1000           	|  0.016377       	|  0.0030728      	|
on_batch_end                       	|  1.5752e-05     	|1000           	|  0.015752       	|  0.0029555      	|
on_before_optimizer_step           	|  1.381e-05      	|1000           	|  0.01381        	|  0.002591       	|
on_before_backward                 	|  1.2359e-05     	|1000           	|  0.012359       	|  0.0023188      	|
configure_optimizers               	|  0.011474       	|1              	|  0.011474       	|  0.0021529      	|
training_step_end                  	|  6.521e-06      	|1000           	|  0.006521       	|  0.0012235      	|
on_train_start                     	|  0.002236       	|1              	|  0.002236       	|  0.00041953     	|
on_epoch_end                       	|  1.1862e-05     	|63             	|  0.00074732     	|  0.00014022     	|
on_epoch_start                     	|  1.1718e-05     	|63             	|  0.00073825     	|  0.00013851     	|
on_fit_start                       	|  0.00013087     	|1              	|  0.00013087     	|  2.4554e-05     	|
on_fit_end                         	|  7.6048e-05     	|1              	|  7.6048e-05     	|  1.4268e-05     	|
on_before_accelerator_backend_setup	|  3.1063e-05     	|1              	|  3.1063e-05     	|  5.8282e-06     	|
setup                              	|  2.669e-05      	|1              	|  2.669e-05      	|  5.0077e-06     	|
on_configure_sharded_model         	|  2.582e-05      	|1              	|  2.582e-05      	|  4.8445e-06     	|
teardown                           	|  2.501e-05      	|1              	|  2.501e-05      	|  4.6924e-06     	|
prepare_data                       	|  1.2187e-05     	|1              	|  1.2187e-05     	|  2.2866e-06     	|
on_pretrain_routine_end            	|  1.03e-05       	|1              	|  1.03e-05       	|  1.9326e-06     	|
configure_callbacks                	|  9.4734e-06     	|1              	|  9.4734e-06     	|  1.7774e-06     	|
configure_sharded_model            	|  8.611e-06      	|1              	|  8.611e-06      	|  1.6156e-06     	|
on_train_dataloader                	|  5.7388e-06     	|1              	|  5.7388e-06     	|  1.0767e-06     	|
on_val_dataloader                  	|  5.3328e-06     	|1              	|  5.3328e-06     	|  1.0006e-06     	|
