FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  618.72         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5845         	|167            	|  598.61         	|  96.75          	|
run_training_batch                 	|  0.27912        	|1000           	|  279.12         	|  45.113         	|
optimizer_step_with_closure_0      	|  0.27657        	|1000           	|  276.57         	|  44.7           	|
training_step_and_backward         	|  0.21114        	|1000           	|  211.14         	|  34.126         	|
model_forward                      	|  0.11014        	|1000           	|  110.14         	|  17.801         	|
training_step                      	|  0.10988        	|1000           	|  109.88         	|  17.76          	|
backward                           	|  0.099418       	|1000           	|  99.418         	|  16.068         	|
get_train_batch                    	|  0.054535       	|1167           	|  63.642         	|  10.286         	|
fetch_next_train_batch             	|  0.054507       	|1167           	|  63.61          	|  10.281         	|
on_train_batch_end                 	|  0.0017817      	|1000           	|  1.7817         	|  0.28796        	|
zero_grad                          	|  0.0015503      	|1000           	|  1.5503         	|  0.25056        	|
training_batch_to_device           	|  0.00035927     	|1000           	|  0.35927        	|  0.058067       	|
on_train_batch_start               	|  9.811e-05      	|1000           	|  0.09811        	|  0.015857       	|
on_train_epoch_start               	|  0.00032298     	|167            	|  0.053938       	|  0.0087177      	|
on_train_epoch_end                 	|  0.00032244     	|167            	|  0.053847       	|  0.008703       	|
on_train_end                       	|  0.044573       	|1              	|  0.044573       	|  0.0072041      	|
on_batch_start                     	|  2.8892e-05     	|1000           	|  0.028892       	|  0.0046697      	|
on_pretrain_routine_start          	|  0.022968       	|1              	|  0.022968       	|  0.0037122      	|
on_after_backward                  	|  2.1003e-05     	|1000           	|  0.021003       	|  0.0033946      	|
on_before_zero_grad                	|  1.755e-05      	|1000           	|  0.01755        	|  0.0028365      	|
on_batch_end                       	|  1.4864e-05     	|1000           	|  0.014864       	|  0.0024023      	|
on_before_optimizer_step           	|  1.3339e-05     	|1000           	|  0.013339       	|  0.0021559      	|
on_before_backward                 	|  1.2402e-05     	|1000           	|  0.012402       	|  0.0020045      	|
configure_optimizers               	|  0.010433       	|1              	|  0.010433       	|  0.0016863      	|
training_step_end                  	|  6.9745e-06     	|1000           	|  0.0069745      	|  0.0011272      	|
on_epoch_end                       	|  1.1638e-05     	|167            	|  0.0019436      	|  0.00031414     	|
on_epoch_start                     	|  1.1239e-05     	|167            	|  0.001877       	|  0.00030336     	|
on_train_start                     	|  0.0016212      	|1              	|  0.0016212      	|  0.00026203     	|
on_fit_start                       	|  4.2036e-05     	|1              	|  4.2036e-05     	|  6.7941e-06     	|
on_before_accelerator_backend_setup	|  2.6191e-05     	|1              	|  2.6191e-05     	|  4.2331e-06     	|
on_fit_end                         	|  2.2279e-05     	|1              	|  2.2279e-05     	|  3.6009e-06     	|
setup                              	|  2.1532e-05     	|1              	|  2.1532e-05     	|  3.4801e-06     	|
on_configure_sharded_model         	|  2.1148e-05     	|1              	|  2.1148e-05     	|  3.4181e-06     	|
teardown                           	|  1.5242e-05     	|1              	|  1.5242e-05     	|  2.4635e-06     	|
on_pretrain_routine_end            	|  1.2046e-05     	|1              	|  1.2046e-05     	|  1.9469e-06     	|
configure_callbacks                	|  1.074e-05      	|1              	|  1.074e-05      	|  1.7359e-06     	|
prepare_data                       	|  8.2888e-06     	|1              	|  8.2888e-06     	|  1.3397e-06     	|
on_val_dataloader                  	|  7.6368e-06     	|1              	|  7.6368e-06     	|  1.2343e-06     	|
configure_sharded_model            	|  6.8471e-06     	|1              	|  6.8471e-06     	|  1.1067e-06     	|
on_train_dataloader                	|  6.2771e-06     	|1              	|  6.2771e-06     	|  1.0145e-06     	|
