FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  528.59         	|  100 %          	|
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run_training_epoch                 	|  1.0063         	|500            	|  503.15         	|  95.187         	|
run_training_batch                 	|  0.34917        	|1000           	|  349.17         	|  66.057         	|
optimizer_step_with_closure_0      	|  0.34644        	|1000           	|  346.44         	|  65.54          	|
training_step_and_backward         	|  0.25954        	|1000           	|  259.54         	|  49.1           	|
model_forward                      	|  0.16124        	|1000           	|  161.24         	|  30.503         	|
training_step                      	|  0.16107        	|1000           	|  161.07         	|  30.471         	|
backward                           	|  0.096916       	|1000           	|  96.916         	|  18.335         	|
get_train_batch                    	|  0.029504       	|1500           	|  44.255         	|  8.3723         	|
fetch_next_train_batch             	|  0.02947        	|1500           	|  44.205         	|  8.3628         	|
zero_grad                          	|  0.0013581      	|1000           	|  1.3581         	|  0.25693        	|
on_train_batch_end                 	|  0.0013325      	|1000           	|  1.3325         	|  0.25208        	|
training_batch_to_device           	|  0.00062316     	|1000           	|  0.62316        	|  0.11789        	|
on_train_epoch_start               	|  0.00027525     	|500            	|  0.13762        	|  0.026036       	|
on_train_epoch_end                 	|  0.00026384     	|500            	|  0.13192        	|  0.024957       	|
on_train_batch_start               	|  0.00010763     	|1000           	|  0.10763        	|  0.020361       	|
on_batch_start                     	|  3.7559e-05     	|1000           	|  0.037559       	|  0.0071055      	|
on_train_end                       	|  0.023972       	|1              	|  0.023972       	|  0.004535       	|
on_pretrain_routine_start          	|  0.022634       	|1              	|  0.022634       	|  0.004282       	|
on_before_zero_grad                	|  1.9779e-05     	|1000           	|  0.019779       	|  0.0037418      	|
on_after_backward                  	|  1.4739e-05     	|1000           	|  0.014739       	|  0.0027884      	|
on_batch_end                       	|  1.3867e-05     	|1000           	|  0.013867       	|  0.0026233      	|
on_before_optimizer_step           	|  1.301e-05      	|1000           	|  0.01301        	|  0.0024613      	|
on_before_backward                 	|  1.0631e-05     	|1000           	|  0.010631       	|  0.0020112      	|
configure_optimizers               	|  0.0086262      	|1              	|  0.0086262      	|  0.0016319      	|
training_step_end                  	|  8.4546e-06     	|1000           	|  0.0084546      	|  0.0015994      	|
on_epoch_end                       	|  1.0459e-05     	|500            	|  0.0052297      	|  0.00098936     	|
on_epoch_start                     	|  1.0449e-05     	|500            	|  0.0052244      	|  0.00098836     	|
on_train_start                     	|  0.00047043     	|1              	|  0.00047043     	|  8.8997e-05     	|
on_fit_end                         	|  2.101e-05      	|1              	|  2.101e-05      	|  3.9747e-06     	|
on_before_accelerator_backend_setup	|  2.0659e-05     	|1              	|  2.0659e-05     	|  3.9083e-06     	|
on_fit_start                       	|  1.8004e-05     	|1              	|  1.8004e-05     	|  3.406e-06      	|
on_configure_sharded_model         	|  1.3295e-05     	|1              	|  1.3295e-05     	|  2.5152e-06     	|
setup                              	|  1.2653e-05     	|1              	|  1.2653e-05     	|  2.3937e-06     	|
teardown                           	|  1.0239e-05     	|1              	|  1.0239e-05     	|  1.937e-06      	|
on_pretrain_routine_end            	|  9.5981e-06     	|1              	|  9.5981e-06     	|  1.8158e-06     	|
prepare_data                       	|  7.254e-06      	|1              	|  7.254e-06      	|  1.3723e-06     	|
configure_callbacks                	|  5.531e-06      	|1              	|  5.531e-06      	|  1.0464e-06     	|
configure_sharded_model            	|  4.4081e-06     	|1              	|  4.4081e-06     	|  8.3392e-07     	|
on_val_dataloader                  	|  4.1879e-06     	|1              	|  4.1879e-06     	|  7.9228e-07     	|
on_train_dataloader                	|  3.8471e-06     	|1              	|  3.8471e-06     	|  7.2779e-07     	|
