FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1685.1         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  26.381         	|63             	|  1662.0         	|  98.629         	|
run_training_batch                 	|  0.20337        	|8000           	|  1627.0         	|  96.551         	|
training_step_and_backward         	|  0.19216        	|8000           	|  1537.3         	|  91.227         	|
model_forward                      	|  0.1081         	|8000           	|  864.76         	|  51.318         	|
training_step                      	|  0.10796        	|8000           	|  863.7          	|  51.255         	|
backward                           	|  0.083875       	|8000           	|  671.0          	|  39.82          	|
optimizer_step_with_closure_0      	|  0.25088        	|1000           	|  250.88         	|  14.888         	|
get_train_batch                    	|  0.0022719      	|8063           	|  18.318         	|  1.0871         	|
fetch_next_train_batch             	|  0.0022553      	|8063           	|  18.184         	|  1.0791         	|
on_train_batch_end                 	|  0.0010754      	|8000           	|  8.6035         	|  0.51057        	|
training_batch_to_device           	|  0.000214       	|8000           	|  1.712          	|  0.1016         	|
zero_grad                          	|  0.0013495      	|1000           	|  1.3495         	|  0.080087       	|
on_train_batch_start               	|  8.9794e-05     	|8000           	|  0.71835        	|  0.04263        	|
on_batch_start                     	|  1.4594e-05     	|8000           	|  0.11675        	|  0.0069286      	|
on_batch_end                       	|  1.3062e-05     	|8000           	|  0.10449        	|  0.006201       	|
on_before_backward                 	|  1.2862e-05     	|8000           	|  0.1029         	|  0.0061064      	|
on_after_backward                  	|  1.2503e-05     	|8000           	|  0.10003        	|  0.005936       	|
training_step_end                  	|  5.7525e-06     	|8000           	|  0.04602        	|  0.002731       	|
on_train_end                       	|  0.025212       	|1              	|  0.025212       	|  0.0014962      	|
on_pretrain_routine_start          	|  0.022896       	|1              	|  0.022896       	|  0.0013587      	|
on_train_epoch_start               	|  0.00028899     	|63             	|  0.018207       	|  0.0010805      	|
on_train_epoch_end                 	|  0.0002826      	|63             	|  0.017804       	|  0.0010566      	|
on_before_zero_grad                	|  1.4858e-05     	|1000           	|  0.014858       	|  0.0008817      	|
on_before_optimizer_step           	|  1.1852e-05     	|1000           	|  0.011852       	|  0.00070332     	|
configure_optimizers               	|  0.0089239      	|1              	|  0.0089239      	|  0.00052958     	|
on_train_start                     	|  0.00081599     	|1              	|  0.00081599     	|  4.8424e-05     	|
on_epoch_start                     	|  1.1437e-05     	|63             	|  0.00072054     	|  4.276e-05      	|
on_epoch_end                       	|  1.0543e-05     	|63             	|  0.0006642      	|  3.9416e-05     	|
on_before_accelerator_backend_setup	|  2.4667e-05     	|1              	|  2.4667e-05     	|  1.4638e-06     	|
setup                              	|  2.4046e-05     	|1              	|  2.4046e-05     	|  1.427e-06      	|
on_fit_end                         	|  2.113e-05      	|1              	|  2.113e-05      	|  1.2539e-06     	|
on_configure_sharded_model         	|  2.0288e-05     	|1              	|  2.0288e-05     	|  1.204e-06      	|
on_fit_start                       	|  1.7783e-05     	|1              	|  1.7783e-05     	|  1.0553e-06     	|
on_pretrain_routine_end            	|  1.066e-05      	|1              	|  1.066e-05      	|  6.326e-07      	|
teardown                           	|  1.0429e-05     	|1              	|  1.0429e-05     	|  6.1891e-07     	|
prepare_data                       	|  8.7661e-06     	|1              	|  8.7661e-06     	|  5.2021e-07     	|
configure_callbacks                	|  7.0632e-06     	|1              	|  7.0632e-06     	|  4.1915e-07     	|
configure_sharded_model            	|  5.4899e-06     	|1              	|  5.4899e-06     	|  3.2579e-07     	|
on_val_dataloader                  	|  4.618e-06      	|1              	|  4.618e-06      	|  2.7405e-07     	|
on_train_dataloader                	|  4.438e-06      	|1              	|  4.438e-06      	|  2.6337e-07     	|
