FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  515.41         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  7.8857         	|63             	|  496.8          	|  96.389         	|
run_training_batch                 	|  0.37287        	|1000           	|  372.87         	|  72.344         	|
optimizer_step_with_closure_0      	|  0.36978        	|1000           	|  369.78         	|  71.745         	|
training_step_and_backward         	|  0.26659        	|1000           	|  266.59         	|  51.723         	|
model_forward                      	|  0.13554        	|1000           	|  135.54         	|  26.298         	|
training_step                      	|  0.13535        	|1000           	|  135.35         	|  26.261         	|
backward                           	|  0.12959        	|1000           	|  129.59         	|  25.143         	|
get_train_batch                    	|  0.025783       	|1063           	|  27.407         	|  5.3175         	|
fetch_next_train_batch             	|  0.025755       	|1063           	|  27.378         	|  5.3118         	|
on_train_batch_end                 	|  0.0021462      	|1000           	|  2.1462         	|  0.4164         	|
zero_grad                          	|  0.0014256      	|1000           	|  1.4256         	|  0.27659        	|
training_batch_to_device           	|  0.00025643     	|1000           	|  0.25643        	|  0.049753       	|
on_train_batch_start               	|  9.6641e-05     	|1000           	|  0.096641       	|  0.01875        	|
on_train_end                       	|  0.044727       	|1              	|  0.044727       	|  0.0086779      	|
on_train_epoch_end                 	|  0.00040054     	|63             	|  0.025234       	|  0.004896       	|
on_after_backward                  	|  2.4849e-05     	|1000           	|  0.024849       	|  0.0048211      	|
on_train_epoch_start               	|  0.00038846     	|63             	|  0.024473       	|  0.0047482      	|
on_pretrain_routine_start          	|  0.021967       	|1              	|  0.021967       	|  0.0042621      	|
on_batch_start                     	|  2.1491e-05     	|1000           	|  0.021491       	|  0.0041697      	|
on_before_zero_grad                	|  1.8054e-05     	|1000           	|  0.018054       	|  0.0035028      	|
on_batch_end                       	|  1.6012e-05     	|1000           	|  0.016012       	|  0.0031067      	|
on_before_backward                 	|  1.3947e-05     	|1000           	|  0.013947       	|  0.0027059      	|
on_before_optimizer_step           	|  1.3382e-05     	|1000           	|  0.013382       	|  0.0025965      	|
configure_optimizers               	|  0.0093657      	|1              	|  0.0093657      	|  0.0018171      	|
training_step_end                  	|  7.6644e-06     	|1000           	|  0.0076644      	|  0.0014871      	|
on_train_start                     	|  0.0028063      	|1              	|  0.0028063      	|  0.00054448     	|
on_epoch_end                       	|  1.1796e-05     	|63             	|  0.00074317     	|  0.00014419     	|
on_epoch_start                     	|  1.1471e-05     	|63             	|  0.00072269     	|  0.00014022     	|
on_fit_start                       	|  4.6881e-05     	|1              	|  4.6881e-05     	|  9.0958e-06     	|
on_fit_end                         	|  3.6724e-05     	|1              	|  3.6724e-05     	|  7.1252e-06     	|
on_before_accelerator_backend_setup	|  3.5174e-05     	|1              	|  3.5174e-05     	|  6.8245e-06     	|
on_configure_sharded_model         	|  3.4463e-05     	|1              	|  3.4463e-05     	|  6.6865e-06     	|
setup                              	|  2.2627e-05     	|1              	|  2.2627e-05     	|  4.3902e-06     	|
configure_callbacks                	|  1.7036e-05     	|1              	|  1.7036e-05     	|  3.3053e-06     	|
teardown                           	|  1.5745e-05     	|1              	|  1.5745e-05     	|  3.0548e-06     	|
on_pretrain_routine_end            	|  1.3083e-05     	|1              	|  1.3083e-05     	|  2.5384e-06     	|
on_train_dataloader                	|  1.0157e-05     	|1              	|  1.0157e-05     	|  1.9707e-06     	|
on_val_dataloader                  	|  9.682e-06      	|1              	|  9.682e-06      	|  1.8785e-06     	|
prepare_data                       	|  8.8103e-06     	|1              	|  8.8103e-06     	|  1.7094e-06     	|
configure_sharded_model            	|  7.784e-06      	|1              	|  7.784e-06      	|  1.5103e-06     	|
