FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  328.94         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  12.405         	|25             	|  310.12         	|  94.278         	|
run_training_batch                 	|  0.26875        	|1000           	|  268.75         	|  81.701         	|
optimizer_step_with_closure_0      	|  0.26553        	|1000           	|  265.53         	|  80.722         	|
training_step_and_backward         	|  0.20584        	|1000           	|  205.84         	|  62.578         	|
backward                           	|  0.1045         	|1000           	|  104.5          	|  31.768         	|
model_forward                      	|  0.09991        	|1000           	|  99.91          	|  30.374         	|
training_step                      	|  0.099725       	|1000           	|  99.725         	|  30.317         	|
get_train_batch                    	|  0.0086662      	|1025           	|  8.8829         	|  2.7005         	|
fetch_next_train_batch             	|  0.0086441      	|1025           	|  8.8602         	|  2.6936         	|
on_train_batch_end                 	|  0.0020828      	|1000           	|  2.0828         	|  0.63318        	|
zero_grad                          	|  0.0014043      	|1000           	|  1.4043         	|  0.42691        	|
training_batch_to_device           	|  0.00024677     	|1000           	|  0.24677        	|  0.075021       	|
on_train_batch_start               	|  9.6395e-05     	|1000           	|  0.096395       	|  0.029305       	|
on_train_end                       	|  0.042791       	|1              	|  0.042791       	|  0.013009       	|
on_after_backward                  	|  2.5665e-05     	|1000           	|  0.025665       	|  0.0078022      	|
on_pretrain_routine_start          	|  0.024444       	|1              	|  0.024444       	|  0.0074313      	|
on_batch_start                     	|  1.9496e-05     	|1000           	|  0.019496       	|  0.0059269      	|
on_before_zero_grad                	|  1.6866e-05     	|1000           	|  0.016866       	|  0.0051273      	|
on_batch_end                       	|  1.5339e-05     	|1000           	|  0.015339       	|  0.0046633      	|
on_before_optimizer_step           	|  1.3679e-05     	|1000           	|  0.013679       	|  0.0041586      	|
on_before_backward                 	|  1.2683e-05     	|1000           	|  0.012683       	|  0.0038556      	|
configure_optimizers               	|  0.0096502      	|1              	|  0.0096502      	|  0.0029337      	|
on_train_epoch_start               	|  0.00035561     	|25             	|  0.0088903      	|  0.0027027      	|
on_train_epoch_end                 	|  0.00033336     	|25             	|  0.0083341      	|  0.0025336      	|
training_step_end                  	|  7.3335e-06     	|1000           	|  0.0073335      	|  0.0022294      	|
on_train_start                     	|  0.00089511     	|1              	|  0.00089511     	|  0.00027212     	|
on_epoch_end                       	|  1.1981e-05     	|25             	|  0.00029953     	|  9.106e-05      	|
on_epoch_start                     	|  1.0618e-05     	|25             	|  0.00026545     	|  8.0698e-05     	|
on_fit_end                         	|  6.9492e-05     	|1              	|  6.9492e-05     	|  2.1126e-05     	|
setup                              	|  4.4528e-05     	|1              	|  4.4528e-05     	|  1.3537e-05     	|
on_fit_start                       	|  4.4327e-05     	|1              	|  4.4327e-05     	|  1.3476e-05     	|
on_before_accelerator_backend_setup	|  2.6589e-05     	|1              	|  2.6589e-05     	|  8.0833e-06     	|
on_configure_sharded_model         	|  2.229e-05      	|1              	|  2.229e-05      	|  6.7764e-06     	|
on_pretrain_routine_end            	|  2.0945e-05     	|1              	|  2.0945e-05     	|  6.3676e-06     	|
teardown                           	|  1.9137e-05     	|1              	|  1.9137e-05     	|  5.8177e-06     	|
prepare_data                       	|  1.0744e-05     	|1              	|  1.0744e-05     	|  3.2662e-06     	|
configure_sharded_model            	|  9.2965e-06     	|1              	|  9.2965e-06     	|  2.8262e-06     	|
on_train_dataloader                	|  7.6275e-06     	|1              	|  7.6275e-06     	|  2.3188e-06     	|
on_val_dataloader                  	|  7.337e-06      	|1              	|  7.337e-06      	|  2.2305e-06     	|
configure_callbacks                	|  5.2005e-06     	|1              	|  5.2005e-06     	|  1.581e-06      	|
