FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1584.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  9.3446         	|167            	|  1560.5         	|  98.522         	|
run_training_batch                 	|  0.18916        	|8000           	|  1513.2         	|  95.535         	|
training_step_and_backward         	|  0.17872        	|8000           	|  1429.7         	|  90.262         	|
model_forward                      	|  0.093805       	|8000           	|  750.44         	|  47.377         	|
training_step                      	|  0.09367        	|8000           	|  749.36         	|  47.309         	|
backward                           	|  0.084721       	|8000           	|  677.77         	|  42.789         	|
optimizer_step_with_closure_0      	|  0.23919        	|1000           	|  239.19         	|  15.101         	|
get_train_batch                    	|  0.0033612      	|8167           	|  27.451         	|  1.7331         	|
fetch_next_train_batch             	|  0.0033435      	|8167           	|  27.306         	|  1.7239         	|
on_train_batch_end                 	|  0.001079       	|8000           	|  8.6317         	|  0.54495        	|
training_batch_to_device           	|  0.00022067     	|8000           	|  1.7653         	|  0.11145        	|
zero_grad                          	|  0.0013667      	|1000           	|  1.3667         	|  0.086282       	|
on_train_batch_start               	|  9.0638e-05     	|8000           	|  0.7251         	|  0.045778       	|
on_batch_start                     	|  1.5679e-05     	|8000           	|  0.12543        	|  0.0079187      	|
on_batch_end                       	|  1.3538e-05     	|8000           	|  0.1083         	|  0.0068373      	|
on_before_backward                 	|  1.3415e-05     	|8000           	|  0.10732        	|  0.0067752      	|
on_after_backward                  	|  1.199e-05      	|8000           	|  0.095922       	|  0.0060558      	|
on_train_epoch_start               	|  0.00029083     	|167            	|  0.048568       	|  0.0030662      	|
training_step_end                  	|  6.0088e-06     	|8000           	|  0.048071       	|  0.0030348      	|
on_train_epoch_end                 	|  0.00025916     	|167            	|  0.04328        	|  0.0027324      	|
on_train_end                       	|  0.026372       	|1              	|  0.026372       	|  0.001665       	|
on_pretrain_routine_start          	|  0.022609       	|1              	|  0.022609       	|  0.0014274      	|
on_before_zero_grad                	|  1.6004e-05     	|1000           	|  0.016004       	|  0.0010104      	|
on_before_optimizer_step           	|  1.2687e-05     	|1000           	|  0.012687       	|  0.00080095     	|
configure_optimizers               	|  0.0082816      	|1              	|  0.0082816      	|  0.00052284     	|
on_epoch_end                       	|  1.1217e-05     	|167            	|  0.0018732      	|  0.00011826     	|
on_epoch_start                     	|  1.0757e-05     	|167            	|  0.0017964      	|  0.00011341     	|
on_train_start                     	|  0.00073879     	|1              	|  0.00073879     	|  4.6642e-05     	|
on_fit_end                         	|  2.177e-05      	|1              	|  2.177e-05      	|  1.3744e-06     	|
on_before_accelerator_backend_setup	|  2.142e-05      	|1              	|  2.142e-05      	|  1.3523e-06     	|
on_fit_start                       	|  1.7783e-05     	|1              	|  1.7783e-05     	|  1.1227e-06     	|
on_configure_sharded_model         	|  1.4638e-05     	|1              	|  1.4638e-05     	|  9.2414e-07     	|
setup                              	|  1.3916e-05     	|1              	|  1.3916e-05     	|  8.7856e-07     	|
on_pretrain_routine_end            	|  1.2142e-05     	|1              	|  1.2142e-05     	|  7.6657e-07     	|
teardown                           	|  1.0369e-05     	|1              	|  1.0369e-05     	|  6.5462e-07     	|
prepare_data                       	|  8.3249e-06     	|1              	|  8.3249e-06     	|  5.2557e-07     	|
configure_callbacks                	|  6.973e-06      	|1              	|  6.973e-06      	|  4.4023e-07     	|
on_val_dataloader                  	|  4.8589e-06     	|1              	|  4.8589e-06     	|  3.0676e-07     	|
configure_sharded_model            	|  4.7979e-06     	|1              	|  4.7979e-06     	|  3.0291e-07     	|
on_train_dataloader                	|  4.197e-06      	|1              	|  4.197e-06      	|  2.6497e-07     	|
