FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  422.81         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.42           	|63             	|  404.46         	|  95.659         	|
run_training_batch                 	|  0.2942         	|1000           	|  294.2          	|  69.583         	|
optimizer_step_with_closure_0      	|  0.29008        	|1000           	|  290.08         	|  68.608         	|
training_step_and_backward         	|  0.22557        	|1000           	|  225.57         	|  53.35          	|
backward                           	|  0.1155         	|1000           	|  115.5          	|  27.318         	|
model_forward                      	|  0.10857        	|1000           	|  108.57         	|  25.678         	|
training_step                      	|  0.10838        	|1000           	|  108.38         	|  25.632         	|
get_train_batch                    	|  0.02404        	|1063           	|  25.554         	|  6.0438         	|
fetch_next_train_batch             	|  0.024016       	|1063           	|  25.529         	|  6.0379         	|
on_train_batch_end                 	|  0.0021548      	|1000           	|  2.1548         	|  0.50964        	|
zero_grad                          	|  0.001465       	|1000           	|  1.465          	|  0.34648        	|
on_train_end                       	|  0.31332        	|1              	|  0.31332        	|  0.074104       	|
training_batch_to_device           	|  0.0002455      	|1000           	|  0.2455         	|  0.058065       	|
on_train_batch_start               	|  9.6104e-05     	|1000           	|  0.096104       	|  0.02273        	|
on_after_backward                  	|  2.7373e-05     	|1000           	|  0.027373       	|  0.0064741      	|
on_batch_start                     	|  2.3602e-05     	|1000           	|  0.023602       	|  0.0055821      	|
on_pretrain_routine_start          	|  0.022725       	|1              	|  0.022725       	|  0.0053747      	|
on_train_epoch_end                 	|  0.0003534      	|63             	|  0.022264       	|  0.0052657      	|
on_train_epoch_start               	|  0.00033587     	|63             	|  0.02116        	|  0.0050045      	|
on_before_zero_grad                	|  1.7197e-05     	|1000           	|  0.017197       	|  0.0040672      	|
on_batch_end                       	|  1.5873e-05     	|1000           	|  0.015873       	|  0.0037542      	|
on_before_backward                 	|  1.3844e-05     	|1000           	|  0.013844       	|  0.0032743      	|
on_before_optimizer_step           	|  1.3108e-05     	|1000           	|  0.013108       	|  0.0031001      	|
configure_optimizers               	|  0.010857       	|1              	|  0.010857       	|  0.0025679      	|
training_step_end                  	|  7.4019e-06     	|1000           	|  0.0074019      	|  0.0017506      	|
on_train_start                     	|  0.0010704      	|1              	|  0.0010704      	|  0.00025316     	|
on_epoch_end                       	|  1.2527e-05     	|63             	|  0.00078922     	|  0.00018666     	|
on_epoch_start                     	|  1.1119e-05     	|63             	|  0.00070049     	|  0.00016567     	|
on_fit_start                       	|  4.2405e-05     	|1              	|  4.2405e-05     	|  1.0029e-05     	|
setup                              	|  3.6256e-05     	|1              	|  3.6256e-05     	|  8.575e-06      	|
on_fit_end                         	|  3.254e-05      	|1              	|  3.254e-05      	|  7.6962e-06     	|
on_before_accelerator_backend_setup	|  2.8284e-05     	|1              	|  2.8284e-05     	|  6.6895e-06     	|
on_configure_sharded_model         	|  2.639e-05      	|1              	|  2.639e-05      	|  6.2415e-06     	|
teardown                           	|  1.4257e-05     	|1              	|  1.4257e-05     	|  3.3719e-06     	|
on_pretrain_routine_end            	|  1.4042e-05     	|1              	|  1.4042e-05     	|  3.3212e-06     	|
prepare_data                       	|  1.3344e-05     	|1              	|  1.3344e-05     	|  3.156e-06      	|
on_train_dataloader                	|  8.9724e-06     	|1              	|  8.9724e-06     	|  2.1221e-06     	|
configure_sharded_model            	|  7.6797e-06     	|1              	|  7.6797e-06     	|  1.8163e-06     	|
configure_callbacks                	|  7.4133e-06     	|1              	|  7.4133e-06     	|  1.7533e-06     	|
on_val_dataloader                  	|  6.8899e-06     	|1              	|  6.8899e-06     	|  1.6295e-06     	|
