FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  527.99         	|  100 %          	|
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run_training_epoch                 	|  1.0097         	|500            	|  504.84         	|  95.616         	|
run_training_batch                 	|  0.35071        	|1000           	|  350.71         	|  66.424         	|
optimizer_step_with_closure_0      	|  0.348          	|1000           	|  348.0          	|  65.911         	|
training_step_and_backward         	|  0.2604         	|1000           	|  260.4          	|  49.319         	|
model_forward                      	|  0.16163        	|1000           	|  161.63         	|  30.612         	|
training_step                      	|  0.16146        	|1000           	|  161.46         	|  30.58          	|
backward                           	|  0.097382       	|1000           	|  97.382         	|  18.444         	|
get_train_batch                    	|  0.02968        	|1500           	|  44.52          	|  8.432          	|
fetch_next_train_batch             	|  0.029645       	|1500           	|  44.467         	|  8.422          	|
zero_grad                          	|  0.0013532      	|1000           	|  1.3532         	|  0.2563         	|
on_train_batch_end                 	|  0.0013162      	|1000           	|  1.3162         	|  0.24928        	|
training_batch_to_device           	|  0.00060136     	|1000           	|  0.60136        	|  0.1139         	|
on_train_epoch_start               	|  0.00027602     	|500            	|  0.13801        	|  0.026138       	|
on_train_epoch_end                 	|  0.00026229     	|500            	|  0.13115        	|  0.024839       	|
on_train_batch_start               	|  0.00010704     	|1000           	|  0.10704        	|  0.020273       	|
on_batch_start                     	|  3.3037e-05     	|1000           	|  0.033037       	|  0.0062571      	|
on_train_end                       	|  0.023908       	|1              	|  0.023908       	|  0.0045282      	|
on_pretrain_routine_start          	|  0.022296       	|1              	|  0.022296       	|  0.0042228      	|
on_before_zero_grad                	|  2.0946e-05     	|1000           	|  0.020946       	|  0.0039672      	|
on_batch_end                       	|  1.4362e-05     	|1000           	|  0.014362       	|  0.0027201      	|
on_before_backward                 	|  1.2786e-05     	|1000           	|  0.012786       	|  0.0024216      	|
on_before_optimizer_step           	|  1.2237e-05     	|1000           	|  0.012237       	|  0.0023177      	|
on_after_backward                  	|  1.1549e-05     	|1000           	|  0.011549       	|  0.0021874      	|
configure_optimizers               	|  0.0081747      	|1              	|  0.0081747      	|  0.0015483      	|
training_step_end                  	|  7.7512e-06     	|1000           	|  0.0077512      	|  0.0014681      	|
on_epoch_end                       	|  1.3786e-05     	|500            	|  0.006893       	|  0.0013055      	|
on_epoch_start                     	|  1.1006e-05     	|500            	|  0.0055031      	|  0.0010423      	|
on_train_start                     	|  0.00074545     	|1              	|  0.00074545     	|  0.00014119     	|
on_fit_end                         	|  2.3033e-05     	|1              	|  2.3033e-05     	|  4.3624e-06     	|
on_before_accelerator_backend_setup	|  2.1049e-05     	|1              	|  2.1049e-05     	|  3.9866e-06     	|
on_fit_start                       	|  1.5199e-05     	|1              	|  1.5199e-05     	|  2.8787e-06     	|
on_configure_sharded_model         	|  1.3987e-05     	|1              	|  1.3987e-05     	|  2.6491e-06     	|
setup                              	|  1.2644e-05     	|1              	|  1.2644e-05     	|  2.3947e-06     	|
teardown                           	|  1.1391e-05     	|1              	|  1.1391e-05     	|  2.1574e-06     	|
on_pretrain_routine_end            	|  1.0399e-05     	|1              	|  1.0399e-05     	|  1.9696e-06     	|
prepare_data                       	|  7.174e-06      	|1              	|  7.174e-06      	|  1.3587e-06     	|
on_val_dataloader                  	|  5.741e-06      	|1              	|  5.741e-06      	|  1.0873e-06     	|
configure_callbacks                	|  5.189e-06      	|1              	|  5.189e-06      	|  9.8278e-07     	|
configure_sharded_model            	|  4.3281e-06     	|1              	|  4.3281e-06     	|  8.1973e-07     	|
on_train_dataloader                	|  4.0079e-06     	|1              	|  4.0079e-06     	|  7.591e-07      	|
