FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  357.18         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.493         	|25             	|  337.32         	|  94.439         	|
run_training_batch                 	|  0.28258        	|1000           	|  282.58         	|  79.115         	|
optimizer_step_with_closure_0      	|  0.27885        	|1000           	|  278.85         	|  78.071         	|
training_step_and_backward         	|  0.21539        	|1000           	|  215.39         	|  60.303         	|
backward                           	|  0.10877        	|1000           	|  108.77         	|  30.452         	|
model_forward                      	|  0.1051         	|1000           	|  105.1          	|  29.425         	|
training_step                      	|  0.10491        	|1000           	|  104.91         	|  29.373         	|
get_train_batch                    	|  0.012785       	|1025           	|  13.105         	|  3.6689         	|
fetch_next_train_batch             	|  0.012762       	|1025           	|  13.081         	|  3.6623         	|
on_train_batch_end                 	|  0.0022686      	|1000           	|  2.2686         	|  0.63514        	|
zero_grad                          	|  0.0014864      	|1000           	|  1.4864         	|  0.41615        	|
training_batch_to_device           	|  0.00027222     	|1000           	|  0.27222        	|  0.076213       	|
on_train_batch_start               	|  9.3137e-05     	|1000           	|  0.093137       	|  0.026076       	|
on_train_end                       	|  0.042541       	|1              	|  0.042541       	|  0.01191        	|
on_after_backward                  	|  2.5696e-05     	|1000           	|  0.025696       	|  0.0071942      	|
on_pretrain_routine_start          	|  0.022773       	|1              	|  0.022773       	|  0.0063758      	|
on_batch_start                     	|  1.9863e-05     	|1000           	|  0.019863       	|  0.0055611      	|
on_before_zero_grad                	|  1.7763e-05     	|1000           	|  0.017763       	|  0.0049732      	|
on_batch_end                       	|  1.6189e-05     	|1000           	|  0.016189       	|  0.0045323      	|
on_before_optimizer_step           	|  1.3416e-05     	|1000           	|  0.013416       	|  0.003756       	|
on_before_backward                 	|  1.2911e-05     	|1000           	|  0.012911       	|  0.0036148      	|
configure_optimizers               	|  0.010062       	|1              	|  0.010062       	|  0.002817       	|
on_train_epoch_start               	|  0.0003796      	|25             	|  0.0094899      	|  0.0026569      	|
on_train_epoch_end                 	|  0.00036052     	|25             	|  0.0090129      	|  0.0025233      	|
training_step_end                  	|  7.2656e-06     	|1000           	|  0.0072656      	|  0.0020341      	|
on_train_start                     	|  0.0010252      	|1              	|  0.0010252      	|  0.00028703     	|
on_epoch_end                       	|  1.1907e-05     	|25             	|  0.00029768     	|  8.3341e-05     	|
on_epoch_start                     	|  1.1837e-05     	|25             	|  0.00029593     	|  8.2851e-05     	|
on_fit_end                         	|  5.94e-05       	|1              	|  5.94e-05       	|  1.663e-05      	|
on_fit_start                       	|  4.0498e-05     	|1              	|  4.0498e-05     	|  1.1338e-05     	|
setup                              	|  3.7953e-05     	|1              	|  3.7953e-05     	|  1.0626e-05     	|
on_before_accelerator_backend_setup	|  2.6884e-05     	|1              	|  2.6884e-05     	|  7.5266e-06     	|
on_configure_sharded_model         	|  2.0143e-05     	|1              	|  2.0143e-05     	|  5.6394e-06     	|
teardown                           	|  1.8628e-05     	|1              	|  1.8628e-05     	|  5.2154e-06     	|
on_pretrain_routine_end            	|  1.391e-05      	|1              	|  1.391e-05      	|  3.8945e-06     	|
configure_sharded_model            	|  1.1511e-05     	|1              	|  1.1511e-05     	|  3.2228e-06     	|
prepare_data                       	|  9.7249e-06     	|1              	|  9.7249e-06     	|  2.7227e-06     	|
on_train_dataloader                	|  8.2087e-06     	|1              	|  8.2087e-06     	|  2.2982e-06     	|
configure_callbacks                	|  6.8732e-06     	|1              	|  6.8732e-06     	|  1.9243e-06     	|
on_val_dataloader                  	|  5.5432e-06     	|1              	|  5.5432e-06     	|  1.5519e-06     	|
