FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  723.43         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5187         	|200            	|  703.75         	|  97.28          	|
run_training_batch                 	|  0.29235        	|1000           	|  292.35         	|  40.412         	|
optimizer_step_with_closure_0      	|  0.28842        	|1000           	|  288.42         	|  39.868         	|
training_step_and_backward         	|  0.22302        	|1000           	|  223.02         	|  30.829         	|
model_forward                      	|  0.11407        	|1000           	|  114.07         	|  15.767         	|
training_step                      	|  0.11384        	|1000           	|  113.84         	|  15.737         	|
backward                           	|  0.10736        	|1000           	|  107.36         	|  14.841         	|
get_train_batch                    	|  0.066697       	|1200           	|  80.037         	|  11.064         	|
fetch_next_train_batch             	|  0.066662       	|1200           	|  79.994         	|  11.058         	|
on_train_batch_end                 	|  0.0025057      	|1000           	|  2.5057         	|  0.34637        	|
zero_grad                          	|  0.0015527      	|1000           	|  1.5527         	|  0.21464        	|
training_batch_to_device           	|  0.00043095     	|1000           	|  0.43095        	|  0.059571       	|
configure_optimizers               	|  0.12057        	|1              	|  0.12057        	|  0.016666       	|
on_train_batch_start               	|  0.00010532     	|1000           	|  0.10532        	|  0.014558       	|
on_train_epoch_end                 	|  0.00045774     	|200            	|  0.091548       	|  0.012655       	|
on_train_epoch_start               	|  0.00033367     	|200            	|  0.066735       	|  0.0092248      	|
on_train_end                       	|  0.049665       	|1              	|  0.049665       	|  0.0068653      	|
on_after_backward                  	|  3.9387e-05     	|1000           	|  0.039387       	|  0.0054446      	|
on_batch_start                     	|  3.4849e-05     	|1000           	|  0.034849       	|  0.0048172      	|
on_pretrain_routine_start          	|  0.023472       	|1              	|  0.023472       	|  0.0032445      	|
on_before_zero_grad                	|  2.0873e-05     	|1000           	|  0.020873       	|  0.0028853      	|
on_batch_end                       	|  1.6303e-05     	|1000           	|  0.016303       	|  0.0022535      	|
on_before_optimizer_step           	|  1.6262e-05     	|1000           	|  0.016262       	|  0.0022479      	|
on_before_backward                 	|  1.3897e-05     	|1000           	|  0.013897       	|  0.0019211      	|
training_step_end                  	|  8.7064e-06     	|1000           	|  0.0087064      	|  0.0012035      	|
on_epoch_end                       	|  1.2704e-05     	|200            	|  0.0025408      	|  0.00035122     	|
on_epoch_start                     	|  1.1374e-05     	|200            	|  0.0022747      	|  0.00031444     	|
on_train_start                     	|  0.0012668      	|1              	|  0.0012668      	|  0.00017512     	|
on_fit_end                         	|  6.3859e-05     	|1              	|  6.3859e-05     	|  8.8273e-06     	|
on_fit_start                       	|  4.2966e-05     	|1              	|  4.2966e-05     	|  5.9392e-06     	|
setup                              	|  3.5672e-05     	|1              	|  3.5672e-05     	|  4.9309e-06     	|
on_before_accelerator_backend_setup	|  2.7167e-05     	|1              	|  2.7167e-05     	|  3.7553e-06     	|
on_configure_sharded_model         	|  2.297e-05      	|1              	|  2.297e-05      	|  3.1752e-06     	|
on_pretrain_routine_end            	|  1.7159e-05     	|1              	|  1.7159e-05     	|  2.3719e-06     	|
teardown                           	|  1.4549e-05     	|1              	|  1.4549e-05     	|  2.0111e-06     	|
prepare_data                       	|  1.1437e-05     	|1              	|  1.1437e-05     	|  1.5809e-06     	|
on_train_dataloader                	|  1.1018e-05     	|1              	|  1.1018e-05     	|  1.523e-06      	|
configure_callbacks                	|  8.7041e-06     	|1              	|  8.7041e-06     	|  1.2032e-06     	|
configure_sharded_model            	|  7.797e-06      	|1              	|  7.797e-06      	|  1.0778e-06     	|
on_val_dataloader                  	|  7.4971e-06     	|1              	|  7.4971e-06     	|  1.0363e-06     	|
