FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  519.71         	|  100 %          	|
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run_training_epoch                 	|  7.9125         	|63             	|  498.49         	|  95.916         	|
run_training_batch                 	|  0.37642        	|1000           	|  376.42         	|  72.428         	|
optimizer_step_with_closure_0      	|  0.37253        	|1000           	|  372.53         	|  71.68          	|
training_step_and_backward         	|  0.27075        	|1000           	|  270.75         	|  52.095         	|
model_forward                      	|  0.13502        	|1000           	|  135.02         	|  25.98          	|
training_step                      	|  0.13484        	|1000           	|  134.84         	|  25.946         	|
backward                           	|  0.13433        	|1000           	|  134.33         	|  25.847         	|
get_train_batch                    	|  0.025802       	|1063           	|  27.427         	|  5.2774         	|
fetch_next_train_batch             	|  0.025778       	|1063           	|  27.402         	|  5.2725         	|
on_train_batch_end                 	|  0.0020344      	|1000           	|  2.0344         	|  0.39145        	|
zero_grad                          	|  0.0013664      	|1000           	|  1.3664         	|  0.26291        	|
training_batch_to_device           	|  0.00024676     	|1000           	|  0.24676        	|  0.04748        	|
on_train_batch_start               	|  9.6604e-05     	|1000           	|  0.096604       	|  0.018588       	|
on_train_end                       	|  0.043801       	|1              	|  0.043801       	|  0.0084278      	|
on_pretrain_routine_start          	|  0.024974       	|1              	|  0.024974       	|  0.0048053      	|
on_train_epoch_start               	|  0.00036406     	|63             	|  0.022936       	|  0.0044131      	|
on_train_epoch_end                 	|  0.00035745     	|63             	|  0.022519       	|  0.004333       	|
on_batch_start                     	|  2.1036e-05     	|1000           	|  0.021036       	|  0.0040476      	|
on_after_backward                  	|  2.039e-05      	|1000           	|  0.02039        	|  0.0039234      	|
on_before_zero_grad                	|  1.6335e-05     	|1000           	|  0.016335       	|  0.0031431      	|
on_batch_end                       	|  1.5501e-05     	|1000           	|  0.015501       	|  0.0029827      	|
on_before_optimizer_step           	|  1.2882e-05     	|1000           	|  0.012882       	|  0.0024786      	|
on_before_backward                 	|  1.2106e-05     	|1000           	|  0.012106       	|  0.0023293      	|
configure_optimizers               	|  0.010091       	|1              	|  0.010091       	|  0.0019417      	|
training_step_end                  	|  6.8572e-06     	|1000           	|  0.0068572      	|  0.0013194      	|
on_train_start                     	|  0.0016187      	|1              	|  0.0016187      	|  0.00031145     	|
on_epoch_start                     	|  1.1834e-05     	|63             	|  0.00074551     	|  0.00014345     	|
on_epoch_end                       	|  1.1745e-05     	|63             	|  0.00073995     	|  0.00014238     	|
on_fit_start                       	|  3.878e-05      	|1              	|  3.878e-05      	|  7.4618e-06     	|
on_fit_end                         	|  3.0616e-05     	|1              	|  3.0616e-05     	|  5.891e-06      	|
on_before_accelerator_backend_setup	|  2.6133e-05     	|1              	|  2.6133e-05     	|  5.0283e-06     	|
on_configure_sharded_model         	|  2.3784e-05     	|1              	|  2.3784e-05     	|  4.5764e-06     	|
setup                              	|  1.8412e-05     	|1              	|  1.8412e-05     	|  3.5428e-06     	|
teardown                           	|  1.421e-05      	|1              	|  1.421e-05      	|  2.7342e-06     	|
on_pretrain_routine_end            	|  1.2841e-05     	|1              	|  1.2841e-05     	|  2.4708e-06     	|
prepare_data                       	|  1.0718e-05     	|1              	|  1.0718e-05     	|  2.0622e-06     	|
configure_callbacks                	|  8.1249e-06     	|1              	|  8.1249e-06     	|  1.5633e-06     	|
on_val_dataloader                  	|  6.8825e-06     	|1              	|  6.8825e-06     	|  1.3243e-06     	|
configure_sharded_model            	|  6.5733e-06     	|1              	|  6.5733e-06     	|  1.2648e-06     	|
on_train_dataloader                	|  6.4746e-06     	|1              	|  6.4746e-06     	|  1.2458e-06     	|
