FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1548.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  72.607         	|21             	|  1524.7         	|  98.441         	|
run_training_batch                 	|  0.18685        	|8000           	|  1494.8         	|  96.508         	|
training_step_and_backward         	|  0.17689        	|8000           	|  1415.2         	|  91.366         	|
model_forward                      	|  0.094041       	|8000           	|  752.33         	|  48.572         	|
training_step                      	|  0.093909       	|8000           	|  751.27         	|  48.504         	|
backward                           	|  0.082677       	|8000           	|  661.42         	|  42.703         	|
optimizer_step_with_closure_0      	|  0.23411        	|1000           	|  234.11         	|  15.115         	|
get_train_batch                    	|  0.0018119      	|8021           	|  14.533         	|  0.93829        	|
fetch_next_train_batch             	|  0.0017956      	|8021           	|  14.403         	|  0.92988        	|
on_train_batch_end                 	|  0.0010658      	|8000           	|  8.5263         	|  0.55048        	|
training_batch_to_device           	|  0.00021065     	|8000           	|  1.6852         	|  0.1088         	|
zero_grad                          	|  0.0012727      	|1000           	|  1.2727         	|  0.082165       	|
on_train_batch_start               	|  8.9344e-05     	|8000           	|  0.71475        	|  0.046146       	|
on_batch_start                     	|  1.4654e-05     	|8000           	|  0.11723        	|  0.0075685      	|
on_batch_end                       	|  1.2741e-05     	|8000           	|  0.10192        	|  0.0065805      	|
on_before_backward                 	|  1.2257e-05     	|8000           	|  0.09806        	|  0.006331       	|
on_after_backward                  	|  1.1862e-05     	|8000           	|  0.094894       	|  0.0061266      	|
training_step_end                  	|  5.7954e-06     	|8000           	|  0.046363       	|  0.0029933      	|
on_train_end                       	|  0.026165       	|1              	|  0.026165       	|  0.0016892      	|
on_pretrain_routine_start          	|  0.022659       	|1              	|  0.022659       	|  0.0014629      	|
on_before_zero_grad                	|  1.3435e-05     	|1000           	|  0.013435       	|  0.00086742     	|
on_before_optimizer_step           	|  1.169e-05      	|1000           	|  0.01169        	|  0.00075471     	|
configure_optimizers               	|  0.0084826      	|1              	|  0.0084826      	|  0.00054766     	|
on_train_epoch_end                 	|  0.00029595     	|21             	|  0.0062149      	|  0.00040125     	|
on_train_epoch_start               	|  0.0002856      	|21             	|  0.0059977      	|  0.00038722     	|
on_train_start                     	|  0.00068682     	|1              	|  0.00068682     	|  4.4343e-05     	|
on_epoch_start                     	|  1.0686e-05     	|21             	|  0.0002244      	|  1.4488e-05     	|
on_epoch_end                       	|  1.0316e-05     	|21             	|  0.00021664     	|  1.3987e-05     	|
on_fit_end                         	|  2.3154e-05     	|1              	|  2.3154e-05     	|  1.4949e-06     	|
on_before_accelerator_backend_setup	|  2.0929e-05     	|1              	|  2.0929e-05     	|  1.3512e-06     	|
on_fit_start                       	|  1.6822e-05     	|1              	|  1.6822e-05     	|  1.0861e-06     	|
on_configure_sharded_model         	|  1.3987e-05     	|1              	|  1.3987e-05     	|  9.0304e-07     	|
setup                              	|  1.3756e-05     	|1              	|  1.3756e-05     	|  8.8813e-07     	|
on_pretrain_routine_end            	|  1.048e-05      	|1              	|  1.048e-05      	|  6.7661e-07     	|
teardown                           	|  1.0289e-05     	|1              	|  1.0289e-05     	|  6.6428e-07     	|
prepare_data                       	|  8.3649e-06     	|1              	|  8.3649e-06     	|  5.4006e-07     	|
configure_callbacks                	|  6.5318e-06     	|1              	|  6.5318e-06     	|  4.2171e-07     	|
on_val_dataloader                  	|  4.658e-06      	|1              	|  4.658e-06      	|  3.0073e-07     	|
on_train_dataloader                	|  4.628e-06      	|1              	|  4.628e-06      	|  2.9879e-07     	|
configure_sharded_model            	|  4.3791e-06     	|1              	|  4.3791e-06     	|  2.8272e-07     	|
