FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1566.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  9.244          	|167            	|  1543.7         	|  98.522         	|
run_training_batch                 	|  0.18708        	|8000           	|  1496.6         	|  95.515         	|
training_step_and_backward         	|  0.17698        	|8000           	|  1415.8         	|  90.36          	|
model_forward                      	|  0.094315       	|8000           	|  754.52         	|  48.154         	|
training_step                      	|  0.09418        	|8000           	|  753.44         	|  48.085         	|
backward                           	|  0.082485       	|8000           	|  659.88         	|  42.114         	|
optimizer_step_with_closure_0      	|  0.23473        	|1000           	|  234.73         	|  14.98          	|
get_train_batch                    	|  0.0033512      	|8167           	|  27.369         	|  1.7467         	|
fetch_next_train_batch             	|  0.0033339      	|8167           	|  27.228         	|  1.7377         	|
on_train_batch_end                 	|  0.0010785      	|8000           	|  8.6284         	|  0.55067        	|
training_batch_to_device           	|  0.00021697     	|8000           	|  1.7357         	|  0.11078        	|
zero_grad                          	|  0.0012995      	|1000           	|  1.2995         	|  0.082934       	|
on_train_batch_start               	|  9.0283e-05     	|8000           	|  0.72226        	|  0.046095       	|
on_batch_start                     	|  1.5134e-05     	|8000           	|  0.12108        	|  0.0077271      	|
on_before_backward                 	|  1.3665e-05     	|8000           	|  0.10932        	|  0.0069766      	|
on_batch_end                       	|  1.2841e-05     	|8000           	|  0.10273        	|  0.0065562      	|
on_after_backward                  	|  1.1525e-05     	|8000           	|  0.092203       	|  0.0058844      	|
on_train_epoch_start               	|  0.00028357     	|167            	|  0.047356       	|  0.0030223      	|
training_step_end                  	|  5.7608e-06     	|8000           	|  0.046086       	|  0.0029412      	|
on_train_epoch_end                 	|  0.00025175     	|167            	|  0.042043       	|  0.0026832      	|
on_train_end                       	|  0.025264       	|1              	|  0.025264       	|  0.0016123      	|
on_pretrain_routine_start          	|  0.023234       	|1              	|  0.023234       	|  0.0014828      	|
on_before_zero_grad                	|  1.5997e-05     	|1000           	|  0.015997       	|  0.001021       	|
on_before_optimizer_step           	|  1.2685e-05     	|1000           	|  0.012685       	|  0.00080959     	|
configure_optimizers               	|  0.0082652      	|1              	|  0.0082652      	|  0.00052749     	|
on_epoch_end                       	|  1.1311e-05     	|167            	|  0.0018889      	|  0.00012055     	|
on_epoch_start                     	|  1.0962e-05     	|167            	|  0.0018306      	|  0.00011683     	|
on_train_start                     	|  0.00073564     	|1              	|  0.00073564     	|  4.6949e-05     	|
on_fit_end                         	|  2.132e-05      	|1              	|  2.132e-05      	|  1.3607e-06     	|
on_before_accelerator_backend_setup	|  2.13e-05       	|1              	|  2.13e-05       	|  1.3594e-06     	|
on_fit_start                       	|  1.6681e-05     	|1              	|  1.6681e-05     	|  1.0646e-06     	|
on_configure_sharded_model         	|  1.3476e-05     	|1              	|  1.3476e-05     	|  8.6004e-07     	|
setup                              	|  1.3054e-05     	|1              	|  1.3054e-05     	|  8.331e-07      	|
teardown                           	|  1.0189e-05     	|1              	|  1.0189e-05     	|  6.5026e-07     	|
on_pretrain_routine_end            	|  1.0029e-05     	|1              	|  1.0029e-05     	|  6.4007e-07     	|
prepare_data                       	|  7.7549e-06     	|1              	|  7.7549e-06     	|  4.9492e-07     	|
configure_callbacks                	|  6.8231e-06     	|1              	|  6.8231e-06     	|  4.3545e-07     	|
on_val_dataloader                  	|  4.228e-06      	|1              	|  4.228e-06      	|  2.6983e-07     	|
configure_sharded_model            	|  4.1779e-06     	|1              	|  4.1779e-06     	|  2.6664e-07     	|
on_train_dataloader                	|  3.9071e-06     	|1              	|  3.9071e-06     	|  2.4935e-07     	|
