FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1571.5         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  9.2729         	|167            	|  1548.6         	|  98.541         	|
run_training_batch                 	|  0.18756        	|8000           	|  1500.5         	|  95.479         	|
training_step_and_backward         	|  0.17736        	|8000           	|  1418.9         	|  90.29          	|
model_forward                      	|  0.094104       	|8000           	|  752.83         	|  47.906         	|
training_step                      	|  0.093969       	|8000           	|  751.76         	|  47.837         	|
backward                           	|  0.083075       	|8000           	|  664.6          	|  42.291         	|
optimizer_step_with_closure_0      	|  0.23655        	|1000           	|  236.55         	|  15.053         	|
get_train_batch                    	|  0.0034737      	|8167           	|  28.369         	|  1.8052         	|
fetch_next_train_batch             	|  0.003456       	|8167           	|  28.225         	|  1.7961         	|
on_train_batch_end                 	|  0.0010768      	|8000           	|  8.6148         	|  0.54819        	|
training_batch_to_device           	|  0.00021857     	|8000           	|  1.7485         	|  0.11127        	|
zero_grad                          	|  0.0013169      	|1000           	|  1.3169         	|  0.083799       	|
on_train_batch_start               	|  9.0543e-05     	|8000           	|  0.72435        	|  0.046093       	|
on_batch_start                     	|  1.6239e-05     	|8000           	|  0.12991        	|  0.0082668      	|
on_batch_end                       	|  1.3911e-05     	|8000           	|  0.11129        	|  0.0070818      	|
on_before_backward                 	|  1.2955e-05     	|8000           	|  0.10364        	|  0.0065951      	|
on_after_backward                  	|  1.1585e-05     	|8000           	|  0.092684       	|  0.0058978      	|
training_step_end                  	|  6.0013e-06     	|8000           	|  0.04801        	|  0.0030551      	|
on_train_epoch_start               	|  0.0002763      	|167            	|  0.046142       	|  0.0029362      	|
on_train_epoch_end                 	|  0.00026131     	|167            	|  0.043639       	|  0.0027769      	|
on_train_end                       	|  0.025091       	|1              	|  0.025091       	|  0.0015966      	|
on_pretrain_routine_start          	|  0.022795       	|1              	|  0.022795       	|  0.0014505      	|
on_before_zero_grad                	|  1.5954e-05     	|1000           	|  0.015954       	|  0.0010152      	|
on_before_optimizer_step           	|  1.3144e-05     	|1000           	|  0.013144       	|  0.0008364      	|
configure_optimizers               	|  0.008232       	|1              	|  0.008232       	|  0.00052383     	|
on_epoch_end                       	|  1.1753e-05     	|167            	|  0.0019628      	|  0.0001249      	|
on_epoch_start                     	|  1.0997e-05     	|167            	|  0.0018366      	|  0.00011687     	|
on_train_start                     	|  0.00074366     	|1              	|  0.00074366     	|  4.7322e-05     	|
on_fit_end                         	|  2.165e-05      	|1              	|  2.165e-05      	|  1.3777e-06     	|
on_before_accelerator_backend_setup	|  2.1079e-05     	|1              	|  2.1079e-05     	|  1.3413e-06     	|
on_fit_start                       	|  1.6451e-05     	|1              	|  1.6451e-05     	|  1.0468e-06     	|
on_configure_sharded_model         	|  1.4287e-05     	|1              	|  1.4287e-05     	|  9.0913e-07     	|
setup                              	|  1.3405e-05     	|1              	|  1.3405e-05     	|  8.5302e-07     	|
on_pretrain_routine_end            	|  9.9591e-06     	|1              	|  9.9591e-06     	|  6.3373e-07     	|
teardown                           	|  9.9291e-06     	|1              	|  9.9291e-06     	|  6.3182e-07     	|
prepare_data                       	|  8.6259e-06     	|1              	|  8.6259e-06     	|  5.489e-07      	|
configure_callbacks                	|  7.2441e-06     	|1              	|  7.2441e-06     	|  4.6097e-07     	|
on_val_dataloader                  	|  4.5281e-06     	|1              	|  4.5281e-06     	|  2.8814e-07     	|
on_train_dataloader                	|  4.499e-06      	|1              	|  4.499e-06      	|  2.8629e-07     	|
configure_sharded_model            	|  4.238e-06      	|1              	|  4.238e-06      	|  2.6968e-07     	|
