FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  361.19         	|  100 %          	|
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run_training_epoch                 	|  13.459         	|25             	|  336.48         	|  93.158         	|
run_training_batch                 	|  0.2797         	|1000           	|  279.7          	|  77.438         	|
optimizer_step_with_closure_0      	|  0.27639        	|1000           	|  276.39         	|  76.524         	|
training_step_and_backward         	|  0.21378        	|1000           	|  213.78         	|  59.187         	|
model_forward                      	|  0.10629        	|1000           	|  106.29         	|  29.427         	|
training_step                      	|  0.10609        	|1000           	|  106.09         	|  29.372         	|
backward                           	|  0.10601        	|1000           	|  106.01         	|  29.351         	|
get_train_batch                    	|  0.011672       	|1025           	|  11.964         	|  3.3124         	|
fetch_next_train_batch             	|  0.011646       	|1025           	|  11.938         	|  3.3051         	|
on_train_batch_end                 	|  0.0024779      	|1000           	|  2.4779         	|  0.68603        	|
zero_grad                          	|  0.0014385      	|1000           	|  1.4385         	|  0.39827        	|
training_batch_to_device           	|  0.00028703     	|1000           	|  0.28703        	|  0.079469       	|
on_train_batch_start               	|  0.00013205     	|1000           	|  0.13205        	|  0.036559       	|
on_train_end                       	|  0.041916       	|1              	|  0.041916       	|  0.011605       	|
on_pretrain_routine_start          	|  0.025736       	|1              	|  0.025736       	|  0.0071252      	|
on_after_backward                  	|  2.5702e-05     	|1000           	|  0.025702       	|  0.0071158      	|
on_batch_start                     	|  2.274e-05      	|1000           	|  0.02274        	|  0.0062959      	|
on_batch_end                       	|  1.7692e-05     	|1000           	|  0.017692       	|  0.0048982      	|
on_before_zero_grad                	|  1.7508e-05     	|1000           	|  0.017508       	|  0.0048473      	|
on_before_backward                 	|  1.4704e-05     	|1000           	|  0.014704       	|  0.0040711      	|
on_before_optimizer_step           	|  1.341e-05      	|1000           	|  0.01341        	|  0.0037128      	|
on_train_epoch_end                 	|  0.00045925     	|25             	|  0.011481       	|  0.0031788      	|
on_train_epoch_start               	|  0.00045561     	|25             	|  0.01139        	|  0.0031536      	|
configure_optimizers               	|  0.010871       	|1              	|  0.010871       	|  0.0030097      	|
training_step_end                  	|  7.5597e-06     	|1000           	|  0.0075597      	|  0.002093       	|
on_train_start                     	|  0.0010887      	|1              	|  0.0010887      	|  0.00030142     	|
on_epoch_end                       	|  1.3447e-05     	|25             	|  0.00033617     	|  9.3073e-05     	|
on_epoch_start                     	|  1.1673e-05     	|25             	|  0.00029183     	|  8.0797e-05     	|
on_fit_start                       	|  4.5111e-05     	|1              	|  4.5111e-05     	|  1.249e-05      	|
setup                              	|  3.1885e-05     	|1              	|  3.1885e-05     	|  8.8277e-06     	|
on_configure_sharded_model         	|  2.7077e-05     	|1              	|  2.7077e-05     	|  7.4967e-06     	|
on_fit_end                         	|  2.6716e-05     	|1              	|  2.6716e-05     	|  7.3967e-06     	|
on_before_accelerator_backend_setup	|  2.3903e-05     	|1              	|  2.3903e-05     	|  6.618e-06      	|
teardown                           	|  1.5471e-05     	|1              	|  1.5471e-05     	|  4.2834e-06     	|
on_pretrain_routine_end            	|  1.4158e-05     	|1              	|  1.4158e-05     	|  3.9198e-06     	|
configure_sharded_model            	|  1.2869e-05     	|1              	|  1.2869e-05     	|  3.563e-06      	|
on_train_dataloader                	|  1.1666e-05     	|1              	|  1.1666e-05     	|  3.2298e-06     	|
prepare_data                       	|  1.0908e-05     	|1              	|  1.0908e-05     	|  3.0199e-06     	|
configure_callbacks                	|  7.0464e-06     	|1              	|  7.0464e-06     	|  1.9509e-06     	|
on_val_dataloader                  	|  6.5044e-06     	|1              	|  6.5044e-06     	|  1.8008e-06     	|
