FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1685.4         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  26.386         	|63             	|  1662.3         	|  98.631         	|
run_training_batch                 	|  0.2034         	|8000           	|  1627.2         	|  96.547         	|
training_step_and_backward         	|  0.19235        	|8000           	|  1538.8         	|  91.303         	|
model_forward                      	|  0.10725        	|8000           	|  858.02         	|  50.909         	|
training_step                      	|  0.10712        	|8000           	|  856.96         	|  50.846         	|
backward                           	|  0.084915       	|8000           	|  679.32         	|  40.306         	|
optimizer_step_with_closure_0      	|  0.2508         	|1000           	|  250.8          	|  14.881         	|
get_train_batch                    	|  0.002275       	|8063           	|  18.344         	|  1.0884         	|
fetch_next_train_batch             	|  0.0022582      	|8063           	|  18.208         	|  1.0803         	|
on_train_batch_end                 	|  0.0010875      	|8000           	|  8.7002         	|  0.51621        	|
training_batch_to_device           	|  0.00021307     	|8000           	|  1.7045         	|  0.10113        	|
zero_grad                          	|  0.0013354      	|1000           	|  1.3354         	|  0.079236       	|
on_train_batch_start               	|  8.9605e-05     	|8000           	|  0.71684        	|  0.042532       	|
on_batch_start                     	|  1.4721e-05     	|8000           	|  0.11777        	|  0.0069875      	|
on_before_backward                 	|  1.3342e-05     	|8000           	|  0.10673        	|  0.0063328      	|
on_batch_end                       	|  1.3309e-05     	|8000           	|  0.10647        	|  0.0063171      	|
on_after_backward                  	|  1.1589e-05     	|8000           	|  0.092713       	|  0.005501       	|
training_step_end                  	|  6.0623e-06     	|8000           	|  0.048498       	|  0.0028776      	|
on_train_end                       	|  0.02519        	|1              	|  0.02519        	|  0.0014946      	|
on_pretrain_routine_start          	|  0.02277        	|1              	|  0.02277        	|  0.001351       	|
on_train_epoch_start               	|  0.00031024     	|63             	|  0.019545       	|  0.0011597      	|
on_train_epoch_end                 	|  0.00028525     	|63             	|  0.01797        	|  0.0010662      	|
on_before_zero_grad                	|  1.4096e-05     	|1000           	|  0.014096       	|  0.00083639     	|
on_before_optimizer_step           	|  1.1684e-05     	|1000           	|  0.011684       	|  0.00069327     	|
configure_optimizers               	|  0.0083448      	|1              	|  0.0083448      	|  0.00049512     	|
on_train_start                     	|  0.00078833     	|1              	|  0.00078833     	|  4.6774e-05     	|
on_epoch_start                     	|  1.0715e-05     	|63             	|  0.00067506     	|  4.0053e-05     	|
on_epoch_end                       	|  1.0149e-05     	|63             	|  0.00063936     	|  3.7935e-05     	|
setup                              	|  2.3324e-05     	|1              	|  2.3324e-05     	|  1.3839e-06     	|
on_fit_end                         	|  2.184e-05      	|1              	|  2.184e-05      	|  1.2958e-06     	|
on_before_accelerator_backend_setup	|  2.1189e-05     	|1              	|  2.1189e-05     	|  1.2572e-06     	|
on_fit_start                       	|  1.7824e-05     	|1              	|  1.7824e-05     	|  1.0576e-06     	|
on_configure_sharded_model         	|  1.5399e-05     	|1              	|  1.5399e-05     	|  9.1367e-07     	|
on_pretrain_routine_end            	|  1.0589e-05     	|1              	|  1.0589e-05     	|  6.2829e-07     	|
teardown                           	|  1.0129e-05     	|1              	|  1.0129e-05     	|  6.0099e-07     	|
prepare_data                       	|  8.4762e-06     	|1              	|  8.4762e-06     	|  5.0292e-07     	|
configure_callbacks                	|  6.733e-06      	|1              	|  6.733e-06      	|  3.9949e-07     	|
on_val_dataloader                  	|  4.5379e-06     	|1              	|  4.5379e-06     	|  2.6925e-07     	|
on_train_dataloader                	|  4.339e-06      	|1              	|  4.339e-06      	|  2.5745e-07     	|
configure_sharded_model            	|  4.3279e-06     	|1              	|  4.3279e-06     	|  2.5678e-07     	|
