FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  553.46         	|  100 %          	|
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run_training_epoch                 	|  1.0606         	|500            	|  530.29         	|  95.814         	|
run_training_batch                 	|  0.37301        	|1000           	|  373.01         	|  67.396         	|
optimizer_step_with_closure_0      	|  0.37028        	|1000           	|  370.28         	|  66.904         	|
training_step_and_backward         	|  0.27815        	|1000           	|  278.15         	|  50.257         	|
model_forward                      	|  0.17088        	|1000           	|  170.88         	|  30.875         	|
training_step                      	|  0.17071        	|1000           	|  170.71         	|  30.845         	|
backward                           	|  0.10587        	|1000           	|  105.87         	|  19.128         	|
get_train_batch                    	|  0.029995       	|1500           	|  44.993         	|  8.1295         	|
fetch_next_train_batch             	|  0.029963       	|1500           	|  44.945         	|  8.1207         	|
zero_grad                          	|  0.0013712      	|1000           	|  1.3712         	|  0.24776        	|
on_train_batch_end                 	|  0.0013469      	|1000           	|  1.3469         	|  0.24337        	|
training_batch_to_device           	|  0.00060799     	|1000           	|  0.60799        	|  0.10985        	|
on_train_epoch_start               	|  0.00027803     	|500            	|  0.13901        	|  0.025117       	|
on_train_epoch_end                 	|  0.00026943     	|500            	|  0.13471        	|  0.02434        	|
on_train_batch_start               	|  0.00010867     	|1000           	|  0.10867        	|  0.019635       	|
on_batch_start                     	|  3.6174e-05     	|1000           	|  0.036174       	|  0.006536       	|
on_train_end                       	|  0.023595       	|1              	|  0.023595       	|  0.0042632      	|
on_pretrain_routine_start          	|  0.022503       	|1              	|  0.022503       	|  0.0040659      	|
on_before_zero_grad                	|  2.1661e-05     	|1000           	|  0.021661       	|  0.0039137      	|
on_batch_end                       	|  1.4185e-05     	|1000           	|  0.014185       	|  0.0025629      	|
on_before_optimizer_step           	|  1.2333e-05     	|1000           	|  0.012333       	|  0.0022284      	|
on_before_backward                 	|  1.2151e-05     	|1000           	|  0.012151       	|  0.0021955      	|
on_after_backward                  	|  1.1313e-05     	|1000           	|  0.011313       	|  0.0020441      	|
configure_optimizers               	|  0.0082197      	|1              	|  0.0082197      	|  0.0014852      	|
training_step_end                  	|  7.9917e-06     	|1000           	|  0.0079917      	|  0.001444       	|
on_epoch_start                     	|  1.0762e-05     	|500            	|  0.0053811      	|  0.00097228     	|
on_epoch_end                       	|  1.0469e-05     	|500            	|  0.0052345      	|  0.00094579     	|
on_train_start                     	|  0.00072183     	|1              	|  0.00072183     	|  0.00013042     	|
on_fit_end                         	|  2.2041e-05     	|1              	|  2.2041e-05     	|  3.9824e-06     	|
on_before_accelerator_backend_setup	|  2.13e-05       	|1              	|  2.13e-05       	|  3.8486e-06     	|
on_fit_start                       	|  1.608e-05      	|1              	|  1.608e-05      	|  2.9054e-06     	|
on_configure_sharded_model         	|  1.4467e-05     	|1              	|  1.4467e-05     	|  2.6139e-06     	|
setup                              	|  1.3626e-05     	|1              	|  1.3626e-05     	|  2.462e-06      	|
teardown                           	|  1.1261e-05     	|1              	|  1.1261e-05     	|  2.0347e-06     	|
on_pretrain_routine_end            	|  1.0219e-05     	|1              	|  1.0219e-05     	|  1.8464e-06     	|
prepare_data                       	|  8.396e-06      	|1              	|  8.396e-06      	|  1.517e-06      	|
configure_callbacks                	|  4.819e-06      	|1              	|  4.819e-06      	|  8.7071e-07     	|
on_val_dataloader                  	|  4.539e-06      	|1              	|  4.539e-06      	|  8.2013e-07     	|
configure_sharded_model            	|  4.528e-06      	|1              	|  4.528e-06      	|  8.1813e-07     	|
on_train_dataloader                	|  3.977e-06      	|1              	|  3.977e-06      	|  7.1857e-07     	|
