FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  458.5          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.1729         	|200            	|  434.59         	|  94.784         	|
run_training_batch                 	|  0.36179        	|1000           	|  361.79         	|  78.907         	|
optimizer_step_with_closure_0      	|  0.35913        	|1000           	|  359.13         	|  78.327         	|
training_step_and_backward         	|  0.27924        	|1000           	|  279.24         	|  60.903         	|
model_forward                      	|  0.16461        	|1000           	|  164.61         	|  35.901         	|
training_step                      	|  0.16446        	|1000           	|  164.46         	|  35.868         	|
backward                           	|  0.11328        	|1000           	|  113.28         	|  24.707         	|
get_train_batch                    	|  0.016618       	|1200           	|  19.941         	|  4.3492         	|
fetch_next_train_batch             	|  0.016591       	|1200           	|  19.909         	|  4.3422         	|
zero_grad                          	|  0.0013231      	|1000           	|  1.3231         	|  0.28857        	|
on_train_batch_end                 	|  0.0012585      	|1000           	|  1.2585         	|  0.27449        	|
training_batch_to_device           	|  0.00034822     	|1000           	|  0.34822        	|  0.075947       	|
on_train_batch_start               	|  9.6224e-05     	|1000           	|  0.096224       	|  0.020987       	|
on_train_epoch_start               	|  0.00027944     	|200            	|  0.055888       	|  0.012189       	|
on_train_epoch_end                 	|  0.000252       	|200            	|  0.0504         	|  0.010992       	|
on_train_end                       	|  0.024688       	|1              	|  0.024688       	|  0.0053844      	|
on_pretrain_routine_start          	|  0.022989       	|1              	|  0.022989       	|  0.0050139      	|
on_batch_start                     	|  2.2299e-05     	|1000           	|  0.022299       	|  0.0048634      	|
on_before_zero_grad                	|  1.6402e-05     	|1000           	|  0.016402       	|  0.0035773      	|
on_batch_end                       	|  1.336e-05      	|1000           	|  0.01336        	|  0.0029139      	|
on_before_backward                 	|  1.1564e-05     	|1000           	|  0.011564       	|  0.0025221      	|
on_after_backward                  	|  1.1442e-05     	|1000           	|  0.011442       	|  0.0024955      	|
on_before_optimizer_step           	|  1.1365e-05     	|1000           	|  0.011365       	|  0.0024787      	|
configure_optimizers               	|  0.0083306      	|1              	|  0.0083306      	|  0.0018169      	|
training_step_end                  	|  6.3872e-06     	|1000           	|  0.0063872      	|  0.0013931      	|
on_epoch_start                     	|  1.1012e-05     	|200            	|  0.0022025      	|  0.00048037     	|
on_epoch_end                       	|  1.054e-05      	|200            	|  0.002108       	|  0.00045976     	|
on_train_start                     	|  0.00080393     	|1              	|  0.00080393     	|  0.00017534     	|
on_fit_end                         	|  2.3464e-05     	|1              	|  2.3464e-05     	|  5.1175e-06     	|
on_before_accelerator_backend_setup	|  2.1861e-05     	|1              	|  2.1861e-05     	|  4.7679e-06     	|
on_fit_start                       	|  1.6882e-05     	|1              	|  1.6882e-05     	|  3.682e-06      	|
setup                              	|  1.4077e-05     	|1              	|  1.4077e-05     	|  3.0702e-06     	|
on_configure_sharded_model         	|  1.3695e-05     	|1              	|  1.3695e-05     	|  2.9869e-06     	|
on_pretrain_routine_end            	|  1.3515e-05     	|1              	|  1.3515e-05     	|  2.9477e-06     	|
teardown                           	|  1.0089e-05     	|1              	|  1.0089e-05     	|  2.2004e-06     	|
prepare_data                       	|  7.2829e-06     	|1              	|  7.2829e-06     	|  1.5884e-06     	|
configure_callbacks                	|  6.272e-06      	|1              	|  6.272e-06      	|  1.3679e-06     	|
on_val_dataloader                  	|  4.5891e-06     	|1              	|  4.5891e-06     	|  1.0009e-06     	|
configure_sharded_model            	|  4.3181e-06     	|1              	|  4.3181e-06     	|  9.4178e-07     	|
on_train_dataloader                	|  4.068e-06      	|1              	|  4.068e-06      	|  8.8724e-07     	|
