FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  620.46         	|  100 %          	|
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run_training_epoch                 	|  3.5918         	|167            	|  599.82         	|  96.674         	|
run_training_batch                 	|  0.24526        	|1000           	|  245.26         	|  39.529         	|
optimizer_step_with_closure_0      	|  0.24302        	|1000           	|  243.02         	|  39.167         	|
training_step_and_backward         	|  0.18282        	|1000           	|  182.82         	|  29.466         	|
model_forward                      	|  0.094622       	|1000           	|  94.622         	|  15.25          	|
training_step                      	|  0.094433       	|1000           	|  94.433         	|  15.22          	|
backward                           	|  0.086886       	|1000           	|  86.886         	|  14.003         	|
get_train_batch                    	|  0.063652       	|1167           	|  74.281         	|  11.972         	|
fetch_next_train_batch             	|  0.063623       	|1167           	|  74.248         	|  11.967         	|
on_train_batch_end                 	|  0.0016252      	|1000           	|  1.6252         	|  0.26194        	|
zero_grad                          	|  0.0012871      	|1000           	|  1.2871         	|  0.20745        	|
training_batch_to_device           	|  0.00034448     	|1000           	|  0.34448        	|  0.055521       	|
on_train_batch_start               	|  9.5576e-05     	|1000           	|  0.095576       	|  0.015404       	|
on_train_epoch_end                 	|  0.00034035     	|167            	|  0.056838       	|  0.0091607      	|
on_train_end                       	|  0.053795       	|1              	|  0.053795       	|  0.0086702      	|
on_train_epoch_start               	|  0.00031819     	|167            	|  0.053138       	|  0.0085643      	|
on_batch_start                     	|  2.7297e-05     	|1000           	|  0.027297       	|  0.0043995      	|
on_pretrain_routine_start          	|  0.021732       	|1              	|  0.021732       	|  0.0035025      	|
on_after_backward                  	|  1.8064e-05     	|1000           	|  0.018064       	|  0.0029114      	|
on_before_zero_grad                	|  1.6684e-05     	|1000           	|  0.016684       	|  0.0026889      	|
on_batch_end                       	|  1.461e-05      	|1000           	|  0.01461        	|  0.0023547      	|
configure_optimizers               	|  0.011839       	|1              	|  0.011839       	|  0.0019082      	|
on_before_optimizer_step           	|  1.175e-05      	|1000           	|  0.01175        	|  0.0018937      	|
on_before_backward                 	|  1.1434e-05     	|1000           	|  0.011434       	|  0.0018428      	|
training_step_end                  	|  6.616e-06      	|1000           	|  0.006616       	|  0.0010663      	|
on_train_start                     	|  0.001965       	|1              	|  0.001965       	|  0.0003167      	|
on_epoch_start                     	|  1.1159e-05     	|167            	|  0.0018636      	|  0.00030035     	|
on_epoch_end                       	|  1.0704e-05     	|167            	|  0.0017877      	|  0.00028812     	|
on_fit_end                         	|  6.278e-05      	|1              	|  6.278e-05      	|  1.0118e-05     	|
on_fit_start                       	|  4.7887e-05     	|1              	|  4.7887e-05     	|  7.7179e-06     	|
on_before_accelerator_backend_setup	|  3.7335e-05     	|1              	|  3.7335e-05     	|  6.0173e-06     	|
on_configure_sharded_model         	|  2.4034e-05     	|1              	|  2.4034e-05     	|  3.8735e-06     	|
setup                              	|  2.1264e-05     	|1              	|  2.1264e-05     	|  3.4271e-06     	|
configure_callbacks                	|  1.999e-05      	|1              	|  1.999e-05      	|  3.2218e-06     	|
teardown                           	|  1.7609e-05     	|1              	|  1.7609e-05     	|  2.8381e-06     	|
on_pretrain_routine_end            	|  1.2703e-05     	|1              	|  1.2703e-05     	|  2.0474e-06     	|
prepare_data                       	|  8.4154e-06     	|1              	|  8.4154e-06     	|  1.3563e-06     	|
on_train_dataloader                	|  6.3926e-06     	|1              	|  6.3926e-06     	|  1.0303e-06     	|
on_val_dataloader                  	|  6.3423e-06     	|1              	|  6.3423e-06     	|  1.0222e-06     	|
configure_sharded_model            	|  6.2566e-06     	|1              	|  6.2566e-06     	|  1.0084e-06     	|
