FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  383.99         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.8067         	|63             	|  365.83         	|  95.27          	|
run_training_batch                 	|  0.23347        	|1000           	|  233.47         	|  60.802         	|
optimizer_step_with_closure_0      	|  0.23171        	|1000           	|  231.71         	|  60.344         	|
training_step_and_backward         	|  0.17243        	|1000           	|  172.43         	|  44.905         	|
model_forward                      	|  0.086723       	|1000           	|  86.723         	|  22.585         	|
training_step                      	|  0.086565       	|1000           	|  86.565         	|  22.544         	|
backward                           	|  0.084414       	|1000           	|  84.414         	|  21.984         	|
get_train_batch                    	|  0.02714        	|1063           	|  28.85          	|  7.5132         	|
fetch_next_train_batch             	|  0.027117       	|1063           	|  28.826         	|  7.507          	|
on_train_batch_end                 	|  0.001422       	|1000           	|  1.422          	|  0.37033        	|
zero_grad                          	|  0.0012648      	|1000           	|  1.2648         	|  0.32938        	|
training_batch_to_device           	|  0.00024112     	|1000           	|  0.24112        	|  0.062795       	|
on_train_end                       	|  0.13564        	|1              	|  0.13564        	|  0.035325       	|
on_train_batch_start               	|  8.9554e-05     	|1000           	|  0.089554       	|  0.023322       	|
on_pretrain_routine_start          	|  0.021684       	|1              	|  0.021684       	|  0.005647       	|
on_train_epoch_end                 	|  0.00031705     	|63             	|  0.019974       	|  0.0052018      	|
on_train_epoch_start               	|  0.00031298     	|63             	|  0.019717       	|  0.005135       	|
on_batch_start                     	|  1.9323e-05     	|1000           	|  0.019323       	|  0.0050321      	|
on_after_backward                  	|  1.4879e-05     	|1000           	|  0.014879       	|  0.0038749      	|
on_batch_end                       	|  1.4007e-05     	|1000           	|  0.014007       	|  0.0036477      	|
on_before_zero_grad                	|  1.3441e-05     	|1000           	|  0.013441       	|  0.0035003      	|
on_before_backward                 	|  1.1378e-05     	|1000           	|  0.011378       	|  0.0029631      	|
on_before_optimizer_step           	|  1.1015e-05     	|1000           	|  0.011015       	|  0.0028685      	|
configure_optimizers               	|  0.010841       	|1              	|  0.010841       	|  0.0028234      	|
training_step_end                  	|  6.1489e-06     	|1000           	|  0.0061489      	|  0.0016013      	|
on_train_start                     	|  0.0010673      	|1              	|  0.0010673      	|  0.00027795     	|
on_epoch_end                       	|  1.0881e-05     	|63             	|  0.00068549     	|  0.00017852     	|
on_epoch_start                     	|  1.0566e-05     	|63             	|  0.00066563     	|  0.00017335     	|
on_fit_start                       	|  5.093e-05      	|1              	|  5.093e-05      	|  1.3264e-05     	|
on_fit_end                         	|  3.3628e-05     	|1              	|  3.3628e-05     	|  8.7577e-06     	|
on_before_accelerator_backend_setup	|  2.5008e-05     	|1              	|  2.5008e-05     	|  6.5127e-06     	|
on_configure_sharded_model         	|  2.256e-05      	|1              	|  2.256e-05      	|  5.8753e-06     	|
setup                              	|  2.1636e-05     	|1              	|  2.1636e-05     	|  5.6347e-06     	|
on_pretrain_routine_end            	|  1.4314e-05     	|1              	|  1.4314e-05     	|  3.7279e-06     	|
teardown                           	|  1.4184e-05     	|1              	|  1.4184e-05     	|  3.6939e-06     	|
prepare_data                       	|  8.9891e-06     	|1              	|  8.9891e-06     	|  2.341e-06      	|
configure_callbacks                	|  8.3148e-06     	|1              	|  8.3148e-06     	|  2.1654e-06     	|
configure_sharded_model            	|  6.6552e-06     	|1              	|  6.6552e-06     	|  1.7332e-06     	|
on_val_dataloader                  	|  6.5975e-06     	|1              	|  6.5975e-06     	|  1.7182e-06     	|
on_train_dataloader                	|  5.2657e-06     	|1              	|  5.2657e-06     	|  1.3713e-06     	|
