FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  360.15         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.353          	|63             	|  337.24         	|  93.638         	|
run_training_batch                 	|  0.31383        	|1000           	|  313.83         	|  87.138         	|
optimizer_step_with_closure_0      	|  0.31125        	|1000           	|  311.25         	|  86.422         	|
training_step_and_backward         	|  0.23314        	|1000           	|  233.14         	|  64.734         	|
model_forward                      	|  0.14404        	|1000           	|  144.04         	|  39.993         	|
training_step                      	|  0.1439         	|1000           	|  143.9          	|  39.955         	|
backward                           	|  0.087794       	|1000           	|  87.794         	|  24.377         	|
get_train_batch                    	|  0.0074541      	|1063           	|  7.9237         	|  2.2001         	|
fetch_next_train_batch             	|  0.0074345      	|1063           	|  7.9029         	|  2.1943         	|
zero_grad                          	|  0.0012877      	|1000           	|  1.2877         	|  0.35755        	|
on_train_batch_end                 	|  0.001182       	|1000           	|  1.182          	|  0.3282         	|
training_batch_to_device           	|  0.00022689     	|1000           	|  0.22689        	|  0.062997       	|
on_train_batch_start               	|  9.1044e-05     	|1000           	|  0.091044       	|  0.025279       	|
on_train_end                       	|  0.025304       	|1              	|  0.025304       	|  0.007026       	|
on_train_epoch_start               	|  0.00035834     	|63             	|  0.022575       	|  0.0062683      	|
on_pretrain_routine_start          	|  0.022325       	|1              	|  0.022325       	|  0.0061988      	|
on_train_epoch_end                 	|  0.00026723     	|63             	|  0.016835       	|  0.0046745      	|
on_batch_start                     	|  1.6043e-05     	|1000           	|  0.016043       	|  0.0044545      	|
on_before_zero_grad                	|  1.3618e-05     	|1000           	|  0.013618       	|  0.0037812      	|
on_batch_end                       	|  1.3407e-05     	|1000           	|  0.013407       	|  0.0037227      	|
on_after_backward                  	|  1.1722e-05     	|1000           	|  0.011722       	|  0.0032547      	|
on_before_backward                 	|  1.0796e-05     	|1000           	|  0.010796       	|  0.0029977      	|
on_before_optimizer_step           	|  1.0781e-05     	|1000           	|  0.010781       	|  0.0029935      	|
configure_optimizers               	|  0.0081497      	|1              	|  0.0081497      	|  0.0022629      	|
training_step_end                  	|  5.9341e-06     	|1000           	|  0.0059341      	|  0.0016477      	|
on_epoch_end                       	|  1.2407e-05     	|63             	|  0.00078167     	|  0.00021704     	|
on_train_start                     	|  0.00073854     	|1              	|  0.00073854     	|  0.00020506     	|
on_epoch_start                     	|  1.0806e-05     	|63             	|  0.00068078     	|  0.00018903     	|
on_fit_end                         	|  2.0719e-05     	|1              	|  2.0719e-05     	|  5.7528e-06     	|
on_before_accelerator_backend_setup	|  1.8064e-05     	|1              	|  1.8064e-05     	|  5.0157e-06     	|
on_fit_start                       	|  1.7162e-05     	|1              	|  1.7162e-05     	|  4.7652e-06     	|
setup                              	|  1.3695e-05     	|1              	|  1.3695e-05     	|  3.8026e-06     	|
on_configure_sharded_model         	|  1.2984e-05     	|1              	|  1.2984e-05     	|  3.6051e-06     	|
teardown                           	|  1.038e-05      	|1              	|  1.038e-05      	|  2.8821e-06     	|
on_pretrain_routine_end            	|  9.537e-06      	|1              	|  9.537e-06      	|  2.648e-06      	|
prepare_data                       	|  7.755e-06      	|1              	|  7.755e-06      	|  2.1533e-06     	|
configure_callbacks                	|  5.38e-06       	|1              	|  5.38e-06       	|  1.4938e-06     	|
configure_sharded_model            	|  4.368e-06      	|1              	|  4.368e-06      	|  1.2128e-06     	|
on_val_dataloader                  	|  4.358e-06      	|1              	|  4.358e-06      	|  1.21e-06       	|
on_train_dataloader                	|  4.0281e-06     	|1              	|  4.0281e-06     	|  1.1184e-06     	|
