FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  629.53         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.648          	|167            	|  609.21         	|  96.773         	|
run_training_batch                 	|  0.28886        	|1000           	|  288.86         	|  45.886         	|
optimizer_step_with_closure_0      	|  0.28616        	|1000           	|  286.16         	|  45.457         	|
training_step_and_backward         	|  0.22062        	|1000           	|  220.62         	|  35.046         	|
model_forward                      	|  0.11462        	|1000           	|  114.62         	|  18.208         	|
training_step                      	|  0.11444        	|1000           	|  114.44         	|  18.178         	|
backward                           	|  0.10446        	|1000           	|  104.46         	|  16.593         	|
get_train_batch                    	|  0.05579        	|1167           	|  65.107         	|  10.342         	|
fetch_next_train_batch             	|  0.055763       	|1167           	|  65.076         	|  10.337         	|
on_train_batch_end                 	|  0.0018514      	|1000           	|  1.8514         	|  0.29409        	|
zero_grad                          	|  0.0015118      	|1000           	|  1.5118         	|  0.24015        	|
on_train_end                       	|  1.1977         	|1              	|  1.1977         	|  0.19026        	|
training_batch_to_device           	|  0.0003504      	|1000           	|  0.3504         	|  0.055661       	|
on_train_batch_start               	|  0.00014189     	|1000           	|  0.14189        	|  0.022539       	|
on_train_epoch_start               	|  0.00033159     	|167            	|  0.055376       	|  0.0087964      	|
on_train_epoch_end                 	|  0.00032243     	|167            	|  0.053846       	|  0.0085535      	|
on_batch_start                     	|  2.6357e-05     	|1000           	|  0.026357       	|  0.0041868      	|
on_pretrain_routine_start          	|  0.026088       	|1              	|  0.026088       	|  0.0041441      	|
on_after_backward                  	|  2.0987e-05     	|1000           	|  0.020987       	|  0.0033338      	|
on_before_zero_grad                	|  1.7047e-05     	|1000           	|  0.017047       	|  0.002708       	|
on_batch_end                       	|  1.4819e-05     	|1000           	|  0.014819       	|  0.0023541      	|
on_before_optimizer_step           	|  1.2875e-05     	|1000           	|  0.012875       	|  0.0020452      	|
on_before_backward                 	|  1.2376e-05     	|1000           	|  0.012376       	|  0.0019659      	|
configure_optimizers               	|  0.011239       	|1              	|  0.011239       	|  0.0017853      	|
training_step_end                  	|  6.9651e-06     	|1000           	|  0.0069651      	|  0.0011064      	|
on_epoch_start                     	|  1.1872e-05     	|167            	|  0.0019826      	|  0.00031494     	|
on_epoch_end                       	|  1.1246e-05     	|167            	|  0.0018781      	|  0.00029834     	|
on_train_start                     	|  0.0017961      	|1              	|  0.0017961      	|  0.00028531     	|
on_fit_start                       	|  4.8446e-05     	|1              	|  4.8446e-05     	|  7.6956e-06     	|
on_before_accelerator_backend_setup	|  2.7291e-05     	|1              	|  2.7291e-05     	|  4.3352e-06     	|
setup                              	|  2.5285e-05     	|1              	|  2.5285e-05     	|  4.0166e-06     	|
on_configure_sharded_model         	|  2.2825e-05     	|1              	|  2.2825e-05     	|  3.6257e-06     	|
on_fit_end                         	|  2.1828e-05     	|1              	|  2.1828e-05     	|  3.4674e-06     	|
configure_callbacks                	|  1.9416e-05     	|1              	|  1.9416e-05     	|  3.0843e-06     	|
teardown                           	|  1.7406e-05     	|1              	|  1.7406e-05     	|  2.765e-06      	|
on_pretrain_routine_end            	|  1.6516e-05     	|1              	|  1.6516e-05     	|  2.6236e-06     	|
prepare_data                       	|  1.0412e-05     	|1              	|  1.0412e-05     	|  1.654e-06      	|
configure_sharded_model            	|  8.5775e-06     	|1              	|  8.5775e-06     	|  1.3625e-06     	|
on_val_dataloader                  	|  7.3519e-06     	|1              	|  7.3519e-06     	|  1.1678e-06     	|
on_train_dataloader                	|  7.0278e-06     	|1              	|  7.0278e-06     	|  1.1164e-06     	|
