FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  427.13         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.385          	|63             	|  402.26         	|  94.176         	|
run_training_batch                 	|  0.27011        	|1000           	|  270.11         	|  63.237         	|
optimizer_step_with_closure_0      	|  0.2657         	|1000           	|  265.7          	|  62.206         	|
training_step_and_backward         	|  0.20096        	|1000           	|  200.96         	|  47.049         	|
model_forward                      	|  0.10511        	|1000           	|  105.11         	|  24.607         	|
training_step                      	|  0.10491        	|1000           	|  104.91         	|  24.563         	|
backward                           	|  0.094298       	|1000           	|  94.298         	|  22.077         	|
get_train_batch                    	|  0.025465       	|1063           	|  27.07          	|  6.3375         	|
fetch_next_train_batch             	|  0.025442       	|1063           	|  27.045         	|  6.3317         	|
on_train_batch_end                 	|  0.0023575      	|1000           	|  2.3575         	|  0.55194        	|
zero_grad                          	|  0.0015202      	|1000           	|  1.5202         	|  0.35591        	|
training_batch_to_device           	|  0.00025939     	|1000           	|  0.25939        	|  0.060729       	|
on_train_end                       	|  0.13011        	|1              	|  0.13011        	|  0.030462       	|
on_train_batch_start               	|  9.432e-05      	|1000           	|  0.09432        	|  0.022082       	|
on_after_backward                  	|  2.597e-05      	|1000           	|  0.02597        	|  0.00608        	|
on_pretrain_routine_start          	|  0.024662       	|1              	|  0.024662       	|  0.0057739      	|
on_train_epoch_start               	|  0.00036922     	|63             	|  0.023261       	|  0.0054458      	|
on_batch_start                     	|  2.1763e-05     	|1000           	|  0.021763       	|  0.0050951      	|
on_train_epoch_end                 	|  0.00034433     	|63             	|  0.021693       	|  0.0050786      	|
configure_optimizers               	|  0.021137       	|1              	|  0.021137       	|  0.0049486      	|
on_before_zero_grad                	|  1.7749e-05     	|1000           	|  0.017749       	|  0.0041555      	|
on_batch_end                       	|  1.6999e-05     	|1000           	|  0.016999       	|  0.0039797      	|
on_before_backward                 	|  1.4061e-05     	|1000           	|  0.014061       	|  0.003292       	|
on_before_optimizer_step           	|  1.3149e-05     	|1000           	|  0.013149       	|  0.0030784      	|
training_step_end                  	|  7.5657e-06     	|1000           	|  0.0075657      	|  0.0017713      	|
on_train_start                     	|  0.0013115      	|1              	|  0.0013115      	|  0.00030704     	|
on_epoch_end                       	|  1.189e-05      	|63             	|  0.00074905     	|  0.00017537     	|
on_epoch_start                     	|  1.1507e-05     	|63             	|  0.00072494     	|  0.00016972     	|
on_fit_end                         	|  6.4874e-05     	|1              	|  6.4874e-05     	|  1.5188e-05     	|
on_fit_start                       	|  4.092e-05      	|1              	|  4.092e-05      	|  9.5802e-06     	|
setup                              	|  2.4727e-05     	|1              	|  2.4727e-05     	|  5.7889e-06     	|
on_before_accelerator_backend_setup	|  2.1694e-05     	|1              	|  2.1694e-05     	|  5.079e-06      	|
on_configure_sharded_model         	|  2.0193e-05     	|1              	|  2.0193e-05     	|  4.7275e-06     	|
on_pretrain_routine_end            	|  1.6341e-05     	|1              	|  1.6341e-05     	|  3.8257e-06     	|
teardown                           	|  1.5508e-05     	|1              	|  1.5508e-05     	|  3.6308e-06     	|
prepare_data                       	|  8.2403e-06     	|1              	|  8.2403e-06     	|  1.9292e-06     	|
configure_sharded_model            	|  7.8548e-06     	|1              	|  7.8548e-06     	|  1.8389e-06     	|
on_val_dataloader                  	|  7.6815e-06     	|1              	|  7.6815e-06     	|  1.7984e-06     	|
on_train_dataloader                	|  7.512e-06      	|1              	|  7.512e-06      	|  1.7587e-06     	|
configure_callbacks                	|  7.3761e-06     	|1              	|  7.3761e-06     	|  1.7269e-06     	|
