FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  385.52         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  17.085         	|21             	|  358.78         	|  93.063         	|
run_training_batch                 	|  0.31145        	|1000           	|  311.45         	|  80.787         	|
optimizer_step_with_closure_0      	|  0.30743        	|1000           	|  307.43         	|  79.744         	|
training_step_and_backward         	|  0.2351         	|1000           	|  235.1          	|  60.983         	|
backward                           	|  0.1188         	|1000           	|  118.8          	|  30.816         	|
model_forward                      	|  0.11445        	|1000           	|  114.45         	|  29.686         	|
training_step                      	|  0.11423        	|1000           	|  114.23         	|  29.63          	|
get_train_batch                    	|  0.0093838      	|1021           	|  9.5809         	|  2.4852         	|
fetch_next_train_batch             	|  0.009358       	|1021           	|  9.5546         	|  2.4783         	|
on_train_batch_end                 	|  0.0025819      	|1000           	|  2.5819         	|  0.66972        	|
zero_grad                          	|  0.0018181      	|1000           	|  1.8181         	|  0.47158        	|
training_batch_to_device           	|  0.00031073     	|1000           	|  0.31073        	|  0.080601       	|
on_train_batch_start               	|  0.00013214     	|1000           	|  0.13214        	|  0.034276       	|
on_train_end                       	|  0.13126        	|1              	|  0.13126        	|  0.034047       	|
on_pretrain_routine_start          	|  0.035319       	|1              	|  0.035319       	|  0.0091612      	|
on_after_backward                  	|  2.9908e-05     	|1000           	|  0.029908       	|  0.0077579      	|
on_batch_start                     	|  2.2665e-05     	|1000           	|  0.022665       	|  0.005879       	|
configure_optimizers               	|  0.021869       	|1              	|  0.021869       	|  0.0056725      	|
on_before_zero_grad                	|  1.9872e-05     	|1000           	|  0.019872       	|  0.0051546      	|
on_batch_end                       	|  1.815e-05      	|1000           	|  0.01815        	|  0.0047078      	|
on_before_backward                 	|  1.6095e-05     	|1000           	|  0.016095       	|  0.004175       	|
on_before_optimizer_step           	|  1.5456e-05     	|1000           	|  0.015456       	|  0.004009       	|
on_train_epoch_end                 	|  0.00041004     	|21             	|  0.0086108      	|  0.0022335      	|
training_step_end                  	|  8.4869e-06     	|1000           	|  0.0084869      	|  0.0022014      	|
on_train_epoch_start               	|  0.00038824     	|21             	|  0.008153       	|  0.0021148      	|
on_train_start                     	|  0.0020283      	|1              	|  0.0020283      	|  0.00052611     	|
on_epoch_end                       	|  1.4085e-05     	|21             	|  0.00029579     	|  7.6724e-05     	|
on_epoch_start                     	|  1.3787e-05     	|21             	|  0.00028954     	|  7.5102e-05     	|
on_fit_start                       	|  7.1909e-05     	|1              	|  7.1909e-05     	|  1.8652e-05     	|
on_fit_end                         	|  3.0849e-05     	|1              	|  3.0849e-05     	|  8.0019e-06     	|
setup                              	|  2.4816e-05     	|1              	|  2.4816e-05     	|  6.437e-06      	|
on_before_accelerator_backend_setup	|  2.2708e-05     	|1              	|  2.2708e-05     	|  5.89e-06       	|
on_configure_sharded_model         	|  2.237e-05      	|1              	|  2.237e-05      	|  5.8026e-06     	|
on_pretrain_routine_end            	|  2.1361e-05     	|1              	|  2.1361e-05     	|  5.5407e-06     	|
teardown                           	|  1.5469e-05     	|1              	|  1.5469e-05     	|  4.0125e-06     	|
on_train_dataloader                	|  1.2632e-05     	|1              	|  1.2632e-05     	|  3.2767e-06     	|
on_val_dataloader                  	|  1.2327e-05     	|1              	|  1.2327e-05     	|  3.1975e-06     	|
configure_sharded_model            	|  9.6094e-06     	|1              	|  9.6094e-06     	|  2.4926e-06     	|
prepare_data                       	|  9.1866e-06     	|1              	|  9.1866e-06     	|  2.3829e-06     	|
configure_callbacks                	|  8.8457e-06     	|1              	|  8.8457e-06     	|  2.2945e-06     	|
