FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  474.8          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  7.1156         	|63             	|  448.28         	|  94.416         	|
run_training_batch                 	|  0.29823        	|1000           	|  298.23         	|  62.812         	|
optimizer_step_with_closure_0      	|  0.29409        	|1000           	|  294.09         	|  61.94          	|
training_step_and_backward         	|  0.22654        	|1000           	|  226.54         	|  47.712         	|
backward                           	|  0.11342        	|1000           	|  113.42         	|  23.888         	|
model_forward                      	|  0.1115         	|1000           	|  111.5          	|  23.484         	|
training_step                      	|  0.11129        	|1000           	|  111.29         	|  23.44          	|
get_train_batch                    	|  0.027681       	|1063           	|  29.425         	|  6.1974         	|
fetch_next_train_batch             	|  0.027655       	|1063           	|  29.397         	|  6.1915         	|
on_train_batch_end                 	|  0.0027067      	|1000           	|  2.7067         	|  0.57007        	|
zero_grad                          	|  0.0015736      	|1000           	|  1.5736         	|  0.33143        	|
training_batch_to_device           	|  0.00033092     	|1000           	|  0.33092        	|  0.069698       	|
on_train_end                       	|  0.10832        	|1              	|  0.10832        	|  0.022815       	|
on_train_batch_start               	|  0.00010102     	|1000           	|  0.10102        	|  0.021277       	|
on_train_epoch_end                 	|  0.00046356     	|63             	|  0.029204       	|  0.0061508      	|
on_after_backward                  	|  2.7782e-05     	|1000           	|  0.027782       	|  0.0058513      	|
configure_optimizers               	|  0.027028       	|1              	|  0.027028       	|  0.0056926      	|
on_pretrain_routine_start          	|  0.025422       	|1              	|  0.025422       	|  0.0053544      	|
on_batch_start                     	|  2.4429e-05     	|1000           	|  0.024429       	|  0.0051452      	|
on_train_epoch_start               	|  0.00037162     	|63             	|  0.023412       	|  0.0049309      	|
on_before_zero_grad                	|  1.8845e-05     	|1000           	|  0.018845       	|  0.0039691      	|
on_batch_end                       	|  1.6295e-05     	|1000           	|  0.016295       	|  0.003432       	|
on_before_optimizer_step           	|  1.3851e-05     	|1000           	|  0.013851       	|  0.0029172      	|
on_before_backward                 	|  1.3379e-05     	|1000           	|  0.013379       	|  0.0028179      	|
training_step_end                  	|  8.6246e-06     	|1000           	|  0.0086246      	|  0.0018165      	|
on_train_start                     	|  0.0010698      	|1              	|  0.0010698      	|  0.00022531     	|
on_epoch_end                       	|  1.3392e-05     	|63             	|  0.00084369     	|  0.0001777      	|
on_epoch_start                     	|  1.1875e-05     	|63             	|  0.00074812     	|  0.00015757     	|
on_fit_end                         	|  7.8879e-05     	|1              	|  7.8879e-05     	|  1.6613e-05     	|
on_fit_start                       	|  4.6847e-05     	|1              	|  4.6847e-05     	|  9.8668e-06     	|
setup                              	|  3.0853e-05     	|1              	|  3.0853e-05     	|  6.4981e-06     	|
teardown                           	|  3.0367e-05     	|1              	|  3.0367e-05     	|  6.3957e-06     	|
on_configure_sharded_model         	|  2.7768e-05     	|1              	|  2.7768e-05     	|  5.8485e-06     	|
on_before_accelerator_backend_setup	|  2.7455e-05     	|1              	|  2.7455e-05     	|  5.7826e-06     	|
on_pretrain_routine_end            	|  1.6248e-05     	|1              	|  1.6248e-05     	|  3.4221e-06     	|
prepare_data                       	|  1.1856e-05     	|1              	|  1.1856e-05     	|  2.497e-06      	|
on_train_dataloader                	|  1.1118e-05     	|1              	|  1.1118e-05     	|  2.3417e-06     	|
configure_sharded_model            	|  9.7137e-06     	|1              	|  9.7137e-06     	|  2.0459e-06     	|
on_val_dataloader                  	|  8.2124e-06     	|1              	|  8.2124e-06     	|  1.7297e-06     	|
configure_callbacks                	|  8.0038e-06     	|1              	|  8.0038e-06     	|  1.6857e-06     	|
