FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  390.27         	|  100 %          	|
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run_training_epoch                 	|  14.671         	|25             	|  366.76         	|  93.978         	|
run_training_batch                 	|  0.35426        	|1000           	|  354.26         	|  90.775         	|
optimizer_step_with_closure_0      	|  0.35159        	|1000           	|  351.59         	|  90.089         	|
training_step_and_backward         	|  0.27291        	|1000           	|  272.91         	|  69.93          	|
model_forward                      	|  0.16146        	|1000           	|  161.46         	|  41.372         	|
training_step                      	|  0.16132        	|1000           	|  161.32         	|  41.337         	|
backward                           	|  0.11012        	|1000           	|  110.12         	|  28.215         	|
get_train_batch                    	|  0.004181       	|1025           	|  4.2855         	|  1.0981         	|
fetch_next_train_batch             	|  0.0041634      	|1025           	|  4.2675         	|  1.0935         	|
zero_grad                          	|  0.0013154      	|1000           	|  1.3154         	|  0.33706        	|
on_train_batch_end                 	|  0.0012033      	|1000           	|  1.2033         	|  0.30834        	|
training_batch_to_device           	|  0.0002373      	|1000           	|  0.2373         	|  0.060805       	|
on_train_batch_start               	|  9.1345e-05     	|1000           	|  0.091345       	|  0.023406       	|
on_train_end                       	|  0.02353        	|1              	|  0.02353        	|  0.0060292      	|
on_pretrain_routine_start          	|  0.02263        	|1              	|  0.02263        	|  0.0057986      	|
on_batch_start                     	|  1.5207e-05     	|1000           	|  0.015207       	|  0.0038967      	|
on_before_zero_grad                	|  1.3858e-05     	|1000           	|  0.013858       	|  0.003551       	|
on_batch_end                       	|  1.3401e-05     	|1000           	|  0.013401       	|  0.0034338      	|
on_after_backward                  	|  1.1443e-05     	|1000           	|  0.011443       	|  0.002932       	|
on_before_optimizer_step           	|  1.0649e-05     	|1000           	|  0.010649       	|  0.0027285      	|
on_before_backward                 	|  1.0471e-05     	|1000           	|  0.010471       	|  0.0026831      	|
configure_optimizers               	|  0.0083877      	|1              	|  0.0083877      	|  0.0021492      	|
on_train_epoch_start               	|  0.00029072     	|25             	|  0.007268       	|  0.0018623      	|
on_train_epoch_end                 	|  0.00027281     	|25             	|  0.0068202      	|  0.0017476      	|
training_step_end                  	|  5.7251e-06     	|1000           	|  0.0057251      	|  0.001467       	|
on_train_start                     	|  0.00070086     	|1              	|  0.00070086     	|  0.00017959     	|
on_epoch_start                     	|  1.1174e-05     	|25             	|  0.00027935     	|  7.158e-05      	|
on_epoch_end                       	|  1.0534e-05     	|25             	|  0.00026334     	|  6.7478e-05     	|
on_before_accelerator_backend_setup	|  2.4556e-05     	|1              	|  2.4556e-05     	|  6.2921e-06     	|
on_fit_end                         	|  2.3654e-05     	|1              	|  2.3654e-05     	|  6.061e-06      	|
on_fit_start                       	|  1.6531e-05     	|1              	|  1.6531e-05     	|  4.2358e-06     	|
on_configure_sharded_model         	|  1.4006e-05     	|1              	|  1.4006e-05     	|  3.5888e-06     	|
setup                              	|  1.3275e-05     	|1              	|  1.3275e-05     	|  3.4015e-06     	|
teardown                           	|  1.0339e-05     	|1              	|  1.0339e-05     	|  2.6492e-06     	|
on_pretrain_routine_end            	|  9.959e-06      	|1              	|  9.959e-06      	|  2.5518e-06     	|
prepare_data                       	|  8.045e-06      	|1              	|  8.045e-06      	|  2.0614e-06     	|
configure_callbacks                	|  6.613e-06      	|1              	|  6.613e-06      	|  1.6945e-06     	|
on_val_dataloader                  	|  4.899e-06      	|1              	|  4.899e-06      	|  1.2553e-06     	|
on_train_dataloader                	|  4.669e-06      	|1              	|  4.669e-06      	|  1.1964e-06     	|
configure_sharded_model            	|  4.529e-06      	|1              	|  4.529e-06      	|  1.1605e-06     	|
