FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  329.25         	|  100 %          	|
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run_training_epoch                 	|  12.342         	|25             	|  308.56         	|  93.716         	|
run_training_batch                 	|  0.26547        	|1000           	|  265.47         	|  80.627         	|
optimizer_step_with_closure_0      	|  0.26224        	|1000           	|  262.24         	|  79.648         	|
training_step_and_backward         	|  0.20209        	|1000           	|  202.09         	|  61.378         	|
model_forward                      	|  0.10061        	|1000           	|  100.61         	|  30.558         	|
training_step                      	|  0.10042        	|1000           	|  100.42         	|  30.501         	|
backward                           	|  0.10002        	|1000           	|  100.02         	|  30.378         	|
get_train_batch                    	|  0.0089505      	|1025           	|  9.1743         	|  2.7864         	|
fetch_next_train_batch             	|  0.0089277      	|1025           	|  9.1509         	|  2.7793         	|
on_train_batch_end                 	|  0.0020733      	|1000           	|  2.0733         	|  0.62971        	|
zero_grad                          	|  0.0014226      	|1000           	|  1.4226         	|  0.43206        	|
training_batch_to_device           	|  0.0002843      	|1000           	|  0.2843         	|  0.086347       	|
on_train_batch_start               	|  9.4475e-05     	|1000           	|  0.094475       	|  0.028694       	|
on_train_end                       	|  0.041626       	|1              	|  0.041626       	|  0.012642       	|
on_after_backward                  	|  2.5433e-05     	|1000           	|  0.025433       	|  0.0077245      	|
on_pretrain_routine_start          	|  0.022427       	|1              	|  0.022427       	|  0.0068114      	|
on_batch_start                     	|  2.0359e-05     	|1000           	|  0.020359       	|  0.0061834      	|
on_before_zero_grad                	|  1.7017e-05     	|1000           	|  0.017017       	|  0.0051683      	|
on_batch_end                       	|  1.6009e-05     	|1000           	|  0.016009       	|  0.0048622      	|
on_before_optimizer_step           	|  1.3779e-05     	|1000           	|  0.013779       	|  0.0041849      	|
on_before_backward                 	|  1.3307e-05     	|1000           	|  0.013307       	|  0.0040414      	|
configure_optimizers               	|  0.0097813      	|1              	|  0.0097813      	|  0.0029708      	|
on_train_epoch_start               	|  0.0003765      	|25             	|  0.0094124      	|  0.0028587      	|
on_train_epoch_end                 	|  0.00035204     	|25             	|  0.0088009      	|  0.002673       	|
training_step_end                  	|  7.0537e-06     	|1000           	|  0.0070537      	|  0.0021423      	|
on_train_start                     	|  0.0010902      	|1              	|  0.0010902      	|  0.0003311      	|
on_epoch_end                       	|  1.2217e-05     	|25             	|  0.00030543     	|  9.2766e-05     	|
on_epoch_start                     	|  1.1649e-05     	|25             	|  0.00029123     	|  8.8452e-05     	|
on_fit_end                         	|  3.876e-05      	|1              	|  3.876e-05      	|  1.1772e-05     	|
on_fit_start                       	|  3.8486e-05     	|1              	|  3.8486e-05     	|  1.1689e-05     	|
setup                              	|  2.7992e-05     	|1              	|  2.7992e-05     	|  8.5016e-06     	|
teardown                           	|  2.6252e-05     	|1              	|  2.6252e-05     	|  7.9732e-06     	|
on_before_accelerator_backend_setup	|  2.357e-05      	|1              	|  2.357e-05      	|  7.1586e-06     	|
on_configure_sharded_model         	|  2.2976e-05     	|1              	|  2.2976e-05     	|  6.9781e-06     	|
on_pretrain_routine_end            	|  1.3841e-05     	|1              	|  1.3841e-05     	|  4.2039e-06     	|
configure_sharded_model            	|  1.1746e-05     	|1              	|  1.1746e-05     	|  3.5674e-06     	|
prepare_data                       	|  1.0293e-05     	|1              	|  1.0293e-05     	|  3.1262e-06     	|
on_val_dataloader                  	|  7.7747e-06     	|1              	|  7.7747e-06     	|  2.3613e-06     	|
on_train_dataloader                	|  6.7391e-06     	|1              	|  6.7391e-06     	|  2.0468e-06     	|
configure_callbacks                	|  5.8468e-06     	|1              	|  5.8468e-06     	|  1.7758e-06     	|
