FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  509.2          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.9685         	|500            	|  484.25         	|  95.1           	|
run_training_batch                 	|  0.32919        	|1000           	|  329.19         	|  64.649         	|
optimizer_step_with_closure_0      	|  0.32657        	|1000           	|  326.57         	|  64.133         	|
training_step_and_backward         	|  0.24252        	|1000           	|  242.52         	|  47.627         	|
model_forward                      	|  0.15034        	|1000           	|  150.34         	|  29.526         	|
training_step                      	|  0.15017        	|1000           	|  150.17         	|  29.492         	|
backward                           	|  0.090785       	|1000           	|  90.785         	|  17.829         	|
get_train_batch                    	|  0.030335       	|1500           	|  45.502         	|  8.936          	|
fetch_next_train_batch             	|  0.030301       	|1500           	|  45.452         	|  8.9261         	|
zero_grad                          	|  0.0013585      	|1000           	|  1.3585         	|  0.26679        	|
on_train_batch_end                 	|  0.0013477      	|1000           	|  1.3477         	|  0.26467        	|
training_batch_to_device           	|  0.00059325     	|1000           	|  0.59325        	|  0.11651        	|
on_train_epoch_end                 	|  0.00027674     	|500            	|  0.13837        	|  0.027174       	|
on_train_epoch_start               	|  0.00027118     	|500            	|  0.13559        	|  0.026628       	|
on_train_batch_start               	|  0.00010608     	|1000           	|  0.10608        	|  0.020834       	|
on_batch_start                     	|  3.5686e-05     	|1000           	|  0.035686       	|  0.0070083      	|
on_train_end                       	|  0.023318       	|1              	|  0.023318       	|  0.0045793      	|
on_pretrain_routine_start          	|  0.022941       	|1              	|  0.022941       	|  0.0045054      	|
on_before_zero_grad                	|  2.0573e-05     	|1000           	|  0.020573       	|  0.0040402      	|
on_batch_end                       	|  1.396e-05      	|1000           	|  0.01396        	|  0.0027415      	|
on_before_backward                 	|  1.3246e-05     	|1000           	|  0.013246       	|  0.0026014      	|
on_after_backward                  	|  1.3166e-05     	|1000           	|  0.013166       	|  0.0025855      	|
on_before_optimizer_step           	|  1.2905e-05     	|1000           	|  0.012905       	|  0.0025344      	|
training_step_end                  	|  8.0309e-06     	|1000           	|  0.0080309      	|  0.0015772      	|
configure_optimizers               	|  0.0078832      	|1              	|  0.0078832      	|  0.0015482      	|
on_epoch_start                     	|  1.0609e-05     	|500            	|  0.0053043      	|  0.0010417      	|
on_epoch_end                       	|  1.007e-05      	|500            	|  0.0050349      	|  0.00098879     	|
on_train_start                     	|  0.00072245     	|1              	|  0.00072245     	|  0.00014188     	|
on_fit_end                         	|  2.2632e-05     	|1              	|  2.2632e-05     	|  4.4446e-06     	|
on_before_accelerator_backend_setup	|  2.0599e-05     	|1              	|  2.0599e-05     	|  4.0454e-06     	|
on_fit_start                       	|  1.5749e-05     	|1              	|  1.5749e-05     	|  3.0929e-06     	|
on_configure_sharded_model         	|  1.3485e-05     	|1              	|  1.3485e-05     	|  2.6483e-06     	|
setup                              	|  1.2404e-05     	|1              	|  1.2404e-05     	|  2.436e-06      	|
teardown                           	|  1.2072e-05     	|1              	|  1.2072e-05     	|  2.3708e-06     	|
on_pretrain_routine_end            	|  9.9289e-06     	|1              	|  9.9289e-06     	|  1.9499e-06     	|
prepare_data                       	|  7.6949e-06     	|1              	|  7.6949e-06     	|  1.5112e-06     	|
configure_callbacks                	|  5.3e-06        	|1              	|  5.3e-06        	|  1.0409e-06     	|
on_train_dataloader                	|  5.179e-06      	|1              	|  5.179e-06      	|  1.0171e-06     	|
configure_sharded_model            	|  4.7489e-06     	|1              	|  4.7489e-06     	|  9.3263e-07     	|
on_val_dataloader                  	|  4.348e-06      	|1              	|  4.348e-06      	|  8.5389e-07     	|
