FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  673.49         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.8904         	|167            	|  649.69         	|  96.466         	|
run_training_batch                 	|  0.28302        	|1000           	|  283.02         	|  42.023         	|
optimizer_step_with_closure_0      	|  0.27897        	|1000           	|  278.97         	|  41.422         	|
training_step_and_backward         	|  0.21154        	|1000           	|  211.54         	|  31.409         	|
model_forward                      	|  0.11278        	|1000           	|  112.78         	|  16.745         	|
training_step                      	|  0.11259        	|1000           	|  112.59         	|  16.718         	|
backward                           	|  0.097253       	|1000           	|  97.253         	|  14.44          	|
get_train_batch                    	|  0.068154       	|1167           	|  79.536         	|  11.809         	|
fetch_next_train_batch             	|  0.068126       	|1167           	|  79.503         	|  11.804         	|
on_train_batch_end                 	|  0.0020857      	|1000           	|  2.0857         	|  0.30968        	|
zero_grad                          	|  0.001476       	|1000           	|  1.476          	|  0.21916        	|
training_batch_to_device           	|  0.0004405      	|1000           	|  0.4405         	|  0.065406       	|
on_train_batch_start               	|  0.00015699     	|1000           	|  0.15699        	|  0.02331        	|
on_train_epoch_end                 	|  0.00032967     	|167            	|  0.055055       	|  0.0081746      	|
on_train_epoch_start               	|  0.00032948     	|167            	|  0.055023       	|  0.0081697      	|
on_train_end                       	|  0.050347       	|1              	|  0.050347       	|  0.0074755      	|
on_batch_start                     	|  2.8538e-05     	|1000           	|  0.028538       	|  0.0042373      	|
on_pretrain_routine_start          	|  0.021351       	|1              	|  0.021351       	|  0.0031702      	|
on_after_backward                  	|  2.1345e-05     	|1000           	|  0.021345       	|  0.0031693      	|
on_before_zero_grad                	|  1.7257e-05     	|1000           	|  0.017257       	|  0.0025623      	|
on_batch_end                       	|  1.5548e-05     	|1000           	|  0.015548       	|  0.0023086      	|
on_before_optimizer_step           	|  1.459e-05      	|1000           	|  0.01459        	|  0.0021664      	|
on_before_backward                 	|  1.2484e-05     	|1000           	|  0.012484       	|  0.0018536      	|
configure_optimizers               	|  0.010491       	|1              	|  0.010491       	|  0.0015577      	|
training_step_end                  	|  7.0651e-06     	|1000           	|  0.0070651      	|  0.001049       	|
on_epoch_end                       	|  1.1409e-05     	|167            	|  0.0019052      	|  0.00028289     	|
on_epoch_start                     	|  1.0561e-05     	|167            	|  0.0017638      	|  0.00026188     	|
on_train_start                     	|  0.0017304      	|1              	|  0.0017304      	|  0.00025693     	|
on_fit_start                       	|  4.233e-05      	|1              	|  4.233e-05      	|  6.2852e-06     	|
setup                              	|  2.8444e-05     	|1              	|  2.8444e-05     	|  4.2234e-06     	|
on_before_accelerator_backend_setup	|  2.7679e-05     	|1              	|  2.7679e-05     	|  4.1097e-06     	|
on_fit_end                         	|  2.438e-05      	|1              	|  2.438e-05      	|  3.62e-06       	|
on_configure_sharded_model         	|  1.9534e-05     	|1              	|  1.9534e-05     	|  2.9003e-06     	|
teardown                           	|  1.4342e-05     	|1              	|  1.4342e-05     	|  2.1295e-06     	|
on_pretrain_routine_end            	|  1.3229e-05     	|1              	|  1.3229e-05     	|  1.9642e-06     	|
configure_callbacks                	|  1.1615e-05     	|1              	|  1.1615e-05     	|  1.7247e-06     	|
prepare_data                       	|  9.5367e-06     	|1              	|  9.5367e-06     	|  1.416e-06      	|
configure_sharded_model            	|  7.3947e-06     	|1              	|  7.3947e-06     	|  1.098e-06      	|
on_train_dataloader                	|  7.1656e-06     	|1              	|  7.1656e-06     	|  1.0639e-06     	|
on_val_dataloader                  	|  6.2026e-06     	|1              	|  6.2026e-06     	|  9.2096e-07     	|
