FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  485.87         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.92539        	|500            	|  462.69         	|  95.231         	|
run_training_batch                 	|  0.31921        	|1000           	|  319.21         	|  65.698         	|
optimizer_step_with_closure_0      	|  0.31652        	|1000           	|  316.52         	|  65.146         	|
training_step_and_backward         	|  0.23847        	|1000           	|  238.47         	|  49.082         	|
model_forward                      	|  0.14739        	|1000           	|  147.39         	|  30.335         	|
training_step                      	|  0.14722        	|1000           	|  147.22         	|  30.301         	|
backward                           	|  0.089693       	|1000           	|  89.693         	|  18.46          	|
get_train_batch                    	|  0.028567       	|1500           	|  42.851         	|  8.8194         	|
fetch_next_train_batch             	|  0.028535       	|1500           	|  42.802         	|  8.8095         	|
zero_grad                          	|  0.0013609      	|1000           	|  1.3609         	|  0.2801         	|
on_train_batch_end                 	|  0.0013449      	|1000           	|  1.3449         	|  0.27679        	|
training_batch_to_device           	|  0.00058697     	|1000           	|  0.58697        	|  0.12081        	|
on_train_epoch_start               	|  0.00028497     	|500            	|  0.14249        	|  0.029326       	|
on_train_epoch_end                 	|  0.00026355     	|500            	|  0.13177        	|  0.027121       	|
on_train_batch_start               	|  0.00010558     	|1000           	|  0.10558        	|  0.02173        	|
on_batch_start                     	|  3.6501e-05     	|1000           	|  0.036501       	|  0.0075125      	|
on_train_end                       	|  0.023876       	|1              	|  0.023876       	|  0.004914       	|
on_pretrain_routine_start          	|  0.02313        	|1              	|  0.02313        	|  0.0047605      	|
on_before_zero_grad                	|  2.0625e-05     	|1000           	|  0.020625       	|  0.0042449      	|
on_batch_end                       	|  1.368e-05      	|1000           	|  0.01368        	|  0.0028156      	|
on_before_optimizer_step           	|  1.2651e-05     	|1000           	|  0.012651       	|  0.0026039      	|
on_after_backward                  	|  1.1529e-05     	|1000           	|  0.011529       	|  0.0023728      	|
on_before_backward                 	|  1.0907e-05     	|1000           	|  0.010907       	|  0.0022448      	|
configure_optimizers               	|  0.0086275      	|1              	|  0.0086275      	|  0.0017757      	|
training_step_end                  	|  7.2872e-06     	|1000           	|  0.0072872      	|  0.0014998      	|
on_epoch_start                     	|  1.1036e-05     	|500            	|  0.0055178      	|  0.0011357      	|
on_epoch_end                       	|  1.0524e-05     	|500            	|  0.0052622      	|  0.001083       	|
on_train_start                     	|  0.00073472     	|1              	|  0.00073472     	|  0.00015122     	|
on_fit_end                         	|  2.2882e-05     	|1              	|  2.2882e-05     	|  4.7095e-06     	|
on_before_accelerator_backend_setup	|  2.113e-05      	|1              	|  2.113e-05      	|  4.3489e-06     	|
on_fit_start                       	|  1.7923e-05     	|1              	|  1.7923e-05     	|  3.6889e-06     	|
on_configure_sharded_model         	|  1.4838e-05     	|1              	|  1.4838e-05     	|  3.0539e-06     	|
setup                              	|  1.3626e-05     	|1              	|  1.3626e-05     	|  2.8045e-06     	|
teardown                           	|  1.1381e-05     	|1              	|  1.1381e-05     	|  2.3424e-06     	|
on_pretrain_routine_end            	|  9.858e-06      	|1              	|  9.858e-06      	|  2.029e-06      	|
prepare_data                       	|  6.9829e-06     	|1              	|  6.9829e-06     	|  1.4372e-06     	|
configure_callbacks                	|  5.13e-06       	|1              	|  5.13e-06       	|  1.0558e-06     	|
on_val_dataloader                  	|  4.438e-06      	|1              	|  4.438e-06      	|  9.1342e-07     	|
on_train_dataloader                	|  4.0879e-06     	|1              	|  4.0879e-06     	|  8.4137e-07     	|
configure_sharded_model            	|  4.028e-06      	|1              	|  4.028e-06      	|  8.2903e-07     	|
