FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1113.9         	|  100 %          	|
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run_training_epoch                 	|  2.1807         	|500            	|  1090.4         	|  97.887         	|
run_training_batch                 	|  0.30025        	|1000           	|  300.25         	|  26.955         	|
optimizer_step_with_closure_0      	|  0.29605        	|1000           	|  296.05         	|  26.578         	|
training_step_and_backward         	|  0.229          	|1000           	|  229.0          	|  20.558         	|
get_train_batch                    	|  0.094261       	|1500           	|  141.39         	|  12.693         	|
fetch_next_train_batch             	|  0.094216       	|1500           	|  141.32         	|  12.687         	|
model_forward                      	|  0.11797        	|1000           	|  117.97         	|  10.59          	|
training_step                      	|  0.11771        	|1000           	|  117.71         	|  10.567         	|
backward                           	|  0.10943        	|1000           	|  109.43         	|  9.824          	|
on_train_batch_end                 	|  0.0024729      	|1000           	|  2.4729         	|  0.22201        	|
zero_grad                          	|  0.0015544      	|1000           	|  1.5544         	|  0.13954        	|
training_batch_to_device           	|  0.00074504     	|1000           	|  0.74504        	|  0.066886       	|
on_train_epoch_end                 	|  0.00037811     	|500            	|  0.18905        	|  0.016972       	|
on_train_epoch_start               	|  0.0003678      	|500            	|  0.1839         	|  0.01651        	|
on_train_batch_start               	|  0.00011767     	|1000           	|  0.11767        	|  0.010563       	|
on_batch_start                     	|  5.4676e-05     	|1000           	|  0.054676       	|  0.0049086      	|
on_train_end                       	|  0.045449       	|1              	|  0.045449       	|  0.0040802      	|
on_before_zero_grad                	|  2.6451e-05     	|1000           	|  0.026451       	|  0.0023746      	|
on_after_backward                  	|  2.6239e-05     	|1000           	|  0.026239       	|  0.0023556      	|
on_pretrain_routine_start          	|  0.023751       	|1              	|  0.023751       	|  0.0021323      	|
on_before_optimizer_step           	|  1.7418e-05     	|1000           	|  0.017418       	|  0.0015637      	|
on_batch_end                       	|  1.6587e-05     	|1000           	|  0.016587       	|  0.0014891      	|
on_before_backward                 	|  1.6507e-05     	|1000           	|  0.016507       	|  0.0014819      	|
configure_optimizers               	|  0.011972       	|1              	|  0.011972       	|  0.0010748      	|
training_step_end                  	|  1.1264e-05     	|1000           	|  0.011264       	|  0.0010112      	|
on_epoch_end                       	|  1.4281e-05     	|500            	|  0.0071407      	|  0.00064106     	|
on_epoch_start                     	|  1.1266e-05     	|500            	|  0.0056328      	|  0.00050569     	|
on_train_start                     	|  0.0011274      	|1              	|  0.0011274      	|  0.00010121     	|
on_fit_end                         	|  0.00011692     	|1              	|  0.00011692     	|  1.0497e-05     	|
on_fit_start                       	|  4.6832e-05     	|1              	|  4.6832e-05     	|  4.2044e-06     	|
on_before_accelerator_backend_setup	|  2.3492e-05     	|1              	|  2.3492e-05     	|  2.109e-06      	|
setup                              	|  2.2914e-05     	|1              	|  2.2914e-05     	|  2.0571e-06     	|
on_configure_sharded_model         	|  1.9323e-05     	|1              	|  1.9323e-05     	|  1.7347e-06     	|
teardown                           	|  1.4471e-05     	|1              	|  1.4471e-05     	|  1.2991e-06     	|
on_pretrain_routine_end            	|  1.3815e-05     	|1              	|  1.3815e-05     	|  1.2403e-06     	|
prepare_data                       	|  8.6278e-06     	|1              	|  8.6278e-06     	|  7.7456e-07     	|
on_val_dataloader                  	|  7.2289e-06     	|1              	|  7.2289e-06     	|  6.4898e-07     	|
configure_callbacks                	|  6.6794e-06     	|1              	|  6.6794e-06     	|  5.9965e-07     	|
configure_sharded_model            	|  6.5546e-06     	|1              	|  6.5546e-06     	|  5.8845e-07     	|
on_train_dataloader                	|  6.5491e-06     	|1              	|  6.5491e-06     	|  5.8794e-07     	|
