FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1226.3         	|  100 %          	|
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run_training_epoch                 	|  2.4175         	|500            	|  1208.7         	|  98.571         	|
run_training_batch                 	|  0.27192        	|1000           	|  271.92         	|  22.175         	|
optimizer_step_with_closure_0      	|  0.26843        	|1000           	|  268.43         	|  21.89          	|
training_step_and_backward         	|  0.20393        	|1000           	|  203.93         	|  16.63          	|
get_train_batch                    	|  0.11847        	|1500           	|  177.71         	|  14.492         	|
fetch_next_train_batch             	|  0.11843        	|1500           	|  177.65         	|  14.487         	|
model_forward                      	|  0.10483        	|1000           	|  104.83         	|  8.5488         	|
training_step                      	|  0.10459        	|1000           	|  104.59         	|  8.5292         	|
backward                           	|  0.097581       	|1000           	|  97.581         	|  7.9576         	|
on_train_batch_end                 	|  0.0022659      	|1000           	|  2.2659         	|  0.18478        	|
zero_grad                          	|  0.0014781      	|1000           	|  1.4781         	|  0.12053        	|
training_batch_to_device           	|  0.00072868     	|1000           	|  0.72868        	|  0.059423       	|
on_train_epoch_start               	|  0.00035459     	|500            	|  0.1773         	|  0.014458       	|
on_train_epoch_end                 	|  0.00032411     	|500            	|  0.16205        	|  0.013215       	|
on_train_batch_start               	|  0.00011081     	|1000           	|  0.11081        	|  0.0090365      	|
on_batch_start                     	|  5.282e-05      	|1000           	|  0.05282        	|  0.0043074      	|
on_train_end                       	|  0.042877       	|1              	|  0.042877       	|  0.0034965      	|
on_after_backward                  	|  2.9646e-05     	|1000           	|  0.029646       	|  0.0024176      	|
on_pretrain_routine_start          	|  0.026887       	|1              	|  0.026887       	|  0.0021926      	|
on_before_zero_grad                	|  2.4481e-05     	|1000           	|  0.024481       	|  0.0019964      	|
on_before_backward                 	|  1.6599e-05     	|1000           	|  0.016599       	|  0.0013537      	|
on_batch_end                       	|  1.6562e-05     	|1000           	|  0.016562       	|  0.0013506      	|
on_before_optimizer_step           	|  1.6528e-05     	|1000           	|  0.016528       	|  0.0013478      	|
configure_optimizers               	|  0.014816       	|1              	|  0.014816       	|  0.0012082      	|
training_step_end                  	|  1.3284e-05     	|1000           	|  0.013284       	|  0.0010833      	|
on_epoch_start                     	|  1.5328e-05     	|500            	|  0.0076642      	|  0.000625       	|
on_epoch_end                       	|  1.1244e-05     	|500            	|  0.0056222      	|  0.00045848     	|
on_train_start                     	|  0.0011225      	|1              	|  0.0011225      	|  9.1534e-05     	|
on_fit_end                         	|  6.7785e-05     	|1              	|  6.7785e-05     	|  5.5278e-06     	|
on_fit_start                       	|  4.6199e-05     	|1              	|  4.6199e-05     	|  3.7675e-06     	|
on_configure_sharded_model         	|  3.1026e-05     	|1              	|  3.1026e-05     	|  2.5301e-06     	|
on_before_accelerator_backend_setup	|  3.0048e-05     	|1              	|  3.0048e-05     	|  2.4504e-06     	|
setup                              	|  2.381e-05      	|1              	|  2.381e-05      	|  1.9417e-06     	|
on_pretrain_routine_end            	|  1.7405e-05     	|1              	|  1.7405e-05     	|  1.4193e-06     	|
teardown                           	|  1.6827e-05     	|1              	|  1.6827e-05     	|  1.3722e-06     	|
prepare_data                       	|  1.2012e-05     	|1              	|  1.2012e-05     	|  9.7958e-07     	|
on_val_dataloader                  	|  1.0667e-05     	|1              	|  1.0667e-05     	|  8.6991e-07     	|
configure_sharded_model            	|  8.9314e-06     	|1              	|  8.9314e-06     	|  7.2834e-07     	|
configure_callbacks                	|  7.1842e-06     	|1              	|  7.1842e-06     	|  5.8586e-07     	|
on_train_dataloader                	|  6.8601e-06     	|1              	|  6.8601e-06     	|  5.5943e-07     	|
