FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  396.86         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.937         	|25             	|  373.43         	|  94.097         	|
run_training_batch                 	|  0.3609         	|1000           	|  360.9          	|  90.94          	|
optimizer_step_with_closure_0      	|  0.35816        	|1000           	|  358.16         	|  90.248         	|
training_step_and_backward         	|  0.27921        	|1000           	|  279.21         	|  70.355         	|
model_forward                      	|  0.16451        	|1000           	|  164.51         	|  41.453         	|
training_step                      	|  0.16437        	|1000           	|  164.37         	|  41.418         	|
backward                           	|  0.11336        	|1000           	|  113.36         	|  28.566         	|
get_train_batch                    	|  0.0042369      	|1025           	|  4.3428         	|  1.0943         	|
fetch_next_train_batch             	|  0.0042195      	|1025           	|  4.325          	|  1.0898         	|
zero_grad                          	|  0.0013124      	|1000           	|  1.3124         	|  0.33071        	|
on_train_batch_end                 	|  0.0012132      	|1000           	|  1.2132         	|  0.3057         	|
training_batch_to_device           	|  0.00023601     	|1000           	|  0.23601        	|  0.05947        	|
on_train_batch_start               	|  9.0531e-05     	|1000           	|  0.090531       	|  0.022812       	|
on_train_end                       	|  0.023808       	|1              	|  0.023808       	|  0.0059992      	|
on_pretrain_routine_start          	|  0.022451       	|1              	|  0.022451       	|  0.0056573      	|
on_batch_start                     	|  1.504e-05      	|1000           	|  0.01504        	|  0.0037898      	|
on_before_zero_grad                	|  1.3829e-05     	|1000           	|  0.013829       	|  0.0034846      	|
on_batch_end                       	|  1.3678e-05     	|1000           	|  0.013678       	|  0.0034465      	|
on_after_backward                  	|  1.1395e-05     	|1000           	|  0.011395       	|  0.0028713      	|
on_before_backward                 	|  1.054e-05      	|1000           	|  0.01054        	|  0.0026559      	|
on_before_optimizer_step           	|  1.0415e-05     	|1000           	|  0.010415       	|  0.0026243      	|
configure_optimizers               	|  0.0083916      	|1              	|  0.0083916      	|  0.0021145      	|
on_train_epoch_start               	|  0.00029282     	|25             	|  0.0073206      	|  0.0018446      	|
on_train_epoch_end                 	|  0.00028793     	|25             	|  0.0071983      	|  0.0018138      	|
training_step_end                  	|  5.858e-06      	|1000           	|  0.005858       	|  0.0014761      	|
on_train_start                     	|  0.00070077     	|1              	|  0.00070077     	|  0.00017658     	|
on_epoch_start                     	|  1.0706e-05     	|25             	|  0.00026764     	|  6.744e-05      	|
on_epoch_end                       	|  1.0473e-05     	|25             	|  0.00026183     	|  6.5975e-05     	|
on_fit_end                         	|  2.3745e-05     	|1              	|  2.3745e-05     	|  5.9832e-06     	|
on_before_accelerator_backend_setup	|  2.0879e-05     	|1              	|  2.0879e-05     	|  5.2611e-06     	|
on_fit_start                       	|  1.6911e-05     	|1              	|  1.6911e-05     	|  4.2612e-06     	|
setup                              	|  1.3375e-05     	|1              	|  1.3375e-05     	|  3.3702e-06     	|
on_configure_sharded_model         	|  1.2904e-05     	|1              	|  1.2904e-05     	|  3.2515e-06     	|
configure_callbacks                	|  1.1402e-05     	|1              	|  1.1402e-05     	|  2.8731e-06     	|
teardown                           	|  1.068e-05      	|1              	|  1.068e-05      	|  2.6911e-06     	|
on_pretrain_routine_end            	|  1.067e-05      	|1              	|  1.067e-05      	|  2.6886e-06     	|
prepare_data                       	|  7.986e-06      	|1              	|  7.986e-06      	|  2.0123e-06     	|
on_val_dataloader                  	|  4.6691e-06     	|1              	|  4.6691e-06     	|  1.1765e-06     	|
on_train_dataloader                	|  4.5981e-06     	|1              	|  4.5981e-06     	|  1.1586e-06     	|
configure_sharded_model            	|  4.238e-06      	|1              	|  4.238e-06      	|  1.0679e-06     	|
