FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1668.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  26.109         	|63             	|  1644.9         	|  98.616         	|
run_training_batch                 	|  0.20123        	|8000           	|  1609.8         	|  96.515         	|
training_step_and_backward         	|  0.19004        	|8000           	|  1520.3         	|  91.146         	|
model_forward                      	|  0.10665        	|8000           	|  853.23         	|  51.154         	|
training_step                      	|  0.10652        	|8000           	|  852.16         	|  51.09          	|
backward                           	|  0.0832         	|8000           	|  665.6          	|  39.905         	|
optimizer_step_with_closure_0      	|  0.24811        	|1000           	|  248.11         	|  14.875         	|
get_train_batch                    	|  0.0022734      	|8063           	|  18.33          	|  1.099          	|
fetch_next_train_batch             	|  0.0022563      	|8063           	|  18.193         	|  1.0907         	|
on_train_batch_end                 	|  0.001076       	|8000           	|  8.6083         	|  0.5161         	|
training_batch_to_device           	|  0.00021161     	|8000           	|  1.6929         	|  0.1015         	|
zero_grad                          	|  0.0013171      	|1000           	|  1.3171         	|  0.078963       	|
on_train_batch_start               	|  8.8612e-05     	|8000           	|  0.7089         	|  0.042501       	|
on_batch_start                     	|  1.461e-05      	|8000           	|  0.11688        	|  0.0070074      	|
on_batch_end                       	|  1.3635e-05     	|8000           	|  0.10908        	|  0.0065399      	|
on_before_backward                 	|  1.2699e-05     	|8000           	|  0.10159        	|  0.0060908      	|
on_after_backward                  	|  1.1503e-05     	|8000           	|  0.092021       	|  0.0055169      	|
training_step_end                  	|  6.0832e-06     	|8000           	|  0.048665       	|  0.0029176      	|
on_train_end                       	|  0.025109       	|1              	|  0.025109       	|  0.0015054      	|
on_pretrain_routine_start          	|  0.022667       	|1              	|  0.022667       	|  0.0013589      	|
on_train_epoch_start               	|  0.00029519     	|63             	|  0.018597       	|  0.0011149      	|
on_train_epoch_end                 	|  0.00028551     	|63             	|  0.017987       	|  0.0010784      	|
on_before_zero_grad                	|  1.3973e-05     	|1000           	|  0.013973       	|  0.00083772     	|
on_before_optimizer_step           	|  1.195e-05      	|1000           	|  0.01195        	|  0.00071642     	|
configure_optimizers               	|  0.0083818      	|1              	|  0.0083818      	|  0.00050252     	|
on_train_start                     	|  0.00075863     	|1              	|  0.00075863     	|  4.5482e-05     	|
on_epoch_start                     	|  1.0751e-05     	|63             	|  0.0006773      	|  4.0606e-05     	|
on_epoch_end                       	|  1.0737e-05     	|63             	|  0.00067644     	|  4.0555e-05     	|
on_fit_end                         	|  2.6419e-05     	|1              	|  2.6419e-05     	|  1.5839e-06     	|
on_before_accelerator_backend_setup	|  2.121e-05      	|1              	|  2.121e-05      	|  1.2716e-06     	|
setup                              	|  2.1189e-05     	|1              	|  2.1189e-05     	|  1.2703e-06     	|
on_fit_start                       	|  1.7082e-05     	|1              	|  1.7082e-05     	|  1.0241e-06     	|
on_configure_sharded_model         	|  1.593e-05      	|1              	|  1.593e-05      	|  9.5504e-07     	|
teardown                           	|  1.0439e-05     	|1              	|  1.0439e-05     	|  6.2585e-07     	|
on_pretrain_routine_end            	|  9.577e-06      	|1              	|  9.577e-06      	|  5.7417e-07     	|
prepare_data                       	|  8.316e-06      	|1              	|  8.316e-06      	|  4.9857e-07     	|
configure_callbacks                	|  6.1211e-06     	|1              	|  6.1211e-06     	|  3.6698e-07     	|
on_val_dataloader                  	|  4.9202e-06     	|1              	|  4.9202e-06     	|  2.9498e-07     	|
configure_sharded_model            	|  4.6289e-06     	|1              	|  4.6289e-06     	|  2.7752e-07     	|
on_train_dataloader                	|  4.1581e-06     	|1              	|  4.1581e-06     	|  2.4929e-07     	|
