FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  437.18         	|  100 %          	|
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run_training_epoch                 	|  6.5464         	|63             	|  412.42         	|  94.336         	|
run_training_batch                 	|  0.27974        	|1000           	|  279.74         	|  63.986         	|
optimizer_step_with_closure_0      	|  0.27535        	|1000           	|  275.35         	|  62.982         	|
training_step_and_backward         	|  0.20694        	|1000           	|  206.94         	|  47.335         	|
model_forward                      	|  0.10965        	|1000           	|  109.65         	|  25.08          	|
training_step                      	|  0.10945        	|1000           	|  109.45         	|  25.035         	|
backward                           	|  0.095629       	|1000           	|  95.629         	|  21.874         	|
get_train_batch                    	|  0.025348       	|1063           	|  26.945         	|  6.1633         	|
fetch_next_train_batch             	|  0.025324       	|1063           	|  26.919         	|  6.1574         	|
on_train_batch_end                 	|  0.0023079      	|1000           	|  2.3079         	|  0.52789        	|
zero_grad                          	|  0.0016346      	|1000           	|  1.6346         	|  0.37389        	|
training_batch_to_device           	|  0.00036935     	|1000           	|  0.36935        	|  0.084484       	|
on_train_batch_start               	|  0.00018002     	|1000           	|  0.18002        	|  0.041178       	|
on_train_end                       	|  0.051568       	|1              	|  0.051568       	|  0.011795       	|
on_pretrain_routine_start          	|  0.031249       	|1              	|  0.031249       	|  0.0071477      	|
on_after_backward                  	|  2.7242e-05     	|1000           	|  0.027242       	|  0.0062312      	|
on_train_epoch_start               	|  0.00038098     	|63             	|  0.024001       	|  0.00549        	|
on_train_epoch_end                 	|  0.0003618      	|63             	|  0.022794       	|  0.0052137      	|
on_batch_start                     	|  2.1685e-05     	|1000           	|  0.021685       	|  0.0049602      	|
on_before_zero_grad                	|  1.8781e-05     	|1000           	|  0.018781       	|  0.004296       	|
on_batch_end                       	|  1.5908e-05     	|1000           	|  0.015908       	|  0.0036388      	|
on_before_optimizer_step           	|  1.3065e-05     	|1000           	|  0.013065       	|  0.0029884      	|
on_before_backward                 	|  1.2974e-05     	|1000           	|  0.012974       	|  0.0029675      	|
configure_optimizers               	|  0.010801       	|1              	|  0.010801       	|  0.0024705      	|
training_step_end                  	|  7.3892e-06     	|1000           	|  0.0073892      	|  0.0016902      	|
on_train_start                     	|  0.0013242      	|1              	|  0.0013242      	|  0.00030288     	|
on_epoch_end                       	|  1.1832e-05     	|63             	|  0.00074541     	|  0.0001705      	|
on_epoch_start                     	|  1.1398e-05     	|63             	|  0.0007181      	|  0.00016426     	|
on_fit_end                         	|  5.4602e-05     	|1              	|  5.4602e-05     	|  1.2489e-05     	|
on_fit_start                       	|  4.3893e-05     	|1              	|  4.3893e-05     	|  1.004e-05      	|
setup                              	|  2.7925e-05     	|1              	|  2.7925e-05     	|  6.3874e-06     	|
on_before_accelerator_backend_setup	|  2.5366e-05     	|1              	|  2.5366e-05     	|  5.802e-06      	|
on_configure_sharded_model         	|  2.3978e-05     	|1              	|  2.3978e-05     	|  5.4846e-06     	|
teardown                           	|  1.6611e-05     	|1              	|  1.6611e-05     	|  3.7996e-06     	|
on_pretrain_routine_end            	|  1.4473e-05     	|1              	|  1.4473e-05     	|  3.3104e-06     	|
prepare_data                       	|  9.5163e-06     	|1              	|  9.5163e-06     	|  2.1767e-06     	|
configure_sharded_model            	|  8.9444e-06     	|1              	|  8.9444e-06     	|  2.0459e-06     	|
on_val_dataloader                  	|  8.4341e-06     	|1              	|  8.4341e-06     	|  1.9292e-06     	|
on_train_dataloader                	|  7.2625e-06     	|1              	|  7.2625e-06     	|  1.6612e-06     	|
configure_callbacks                	|  7.0091e-06     	|1              	|  7.0091e-06     	|  1.6032e-06     	|
