FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  466.93         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.88786        	|500            	|  443.93         	|  95.075         	|
run_training_batch                 	|  0.29414        	|1000           	|  294.14         	|  62.994         	|
optimizer_step_with_closure_0      	|  0.29156        	|1000           	|  291.56         	|  62.442         	|
training_step_and_backward         	|  0.22103        	|1000           	|  221.03         	|  47.337         	|
model_forward                      	|  0.13409        	|1000           	|  134.09         	|  28.718         	|
training_step                      	|  0.13393        	|1000           	|  133.93         	|  28.683         	|
backward                           	|  0.085545       	|1000           	|  85.545         	|  18.321         	|
get_train_batch                    	|  0.028409       	|1500           	|  42.613         	|  9.1262         	|
fetch_next_train_batch             	|  0.028374       	|1500           	|  42.561         	|  9.115          	|
zero_grad                          	|  0.0013607      	|1000           	|  1.3607         	|  0.29142        	|
on_train_batch_end                 	|  0.0013137      	|1000           	|  1.3137         	|  0.28134        	|
training_batch_to_device           	|  0.00060067     	|1000           	|  0.60067        	|  0.12864        	|
on_train_epoch_end                 	|  0.00027316     	|500            	|  0.13658        	|  0.029251       	|
on_train_epoch_start               	|  0.00027206     	|500            	|  0.13603        	|  0.029132       	|
on_train_batch_start               	|  0.0001102      	|1000           	|  0.1102         	|  0.0236         	|
on_batch_start                     	|  3.6559e-05     	|1000           	|  0.036559       	|  0.0078297      	|
on_pretrain_routine_start          	|  0.029704       	|1              	|  0.029704       	|  0.0063615      	|
on_train_end                       	|  0.02417        	|1              	|  0.02417        	|  0.0051764      	|
on_before_zero_grad                	|  2.0698e-05     	|1000           	|  0.020698       	|  0.0044328      	|
on_batch_end                       	|  1.3673e-05     	|1000           	|  0.013673       	|  0.0029283      	|
on_after_backward                  	|  1.2469e-05     	|1000           	|  0.012469       	|  0.0026705      	|
on_before_optimizer_step           	|  1.2249e-05     	|1000           	|  0.012249       	|  0.0026234      	|
on_before_backward                 	|  1.0914e-05     	|1000           	|  0.010914       	|  0.0023373      	|
configure_optimizers               	|  0.0083599      	|1              	|  0.0083599      	|  0.0017904      	|
training_step_end                  	|  7.7413e-06     	|1000           	|  0.0077413      	|  0.0016579      	|
on_epoch_start                     	|  1.0801e-05     	|500            	|  0.0054005      	|  0.0011566      	|
on_epoch_end                       	|  1.0285e-05     	|500            	|  0.0051427      	|  0.0011014      	|
on_train_start                     	|  0.00071016     	|1              	|  0.00071016     	|  0.00015209     	|
on_fit_end                         	|  2.5447e-05     	|1              	|  2.5447e-05     	|  5.4499e-06     	|
on_before_accelerator_backend_setup	|  2.138e-05      	|1              	|  2.138e-05      	|  4.5788e-06     	|
on_fit_start                       	|  1.7884e-05     	|1              	|  1.7884e-05     	|  3.8301e-06     	|
setup                              	|  1.5369e-05     	|1              	|  1.5369e-05     	|  3.2915e-06     	|
on_configure_sharded_model         	|  1.4476e-05     	|1              	|  1.4476e-05     	|  3.1003e-06     	|
teardown                           	|  1.0731e-05     	|1              	|  1.0731e-05     	|  2.2982e-06     	|
on_pretrain_routine_end            	|  1.0069e-05     	|1              	|  1.0069e-05     	|  2.1564e-06     	|
prepare_data                       	|  7.0729e-06     	|1              	|  7.0729e-06     	|  1.5148e-06     	|
configure_callbacks                	|  4.8489e-06     	|1              	|  4.8489e-06     	|  1.0385e-06     	|
configure_sharded_model            	|  4.439e-06      	|1              	|  4.439e-06      	|  9.5068e-07     	|
on_val_dataloader                  	|  4.3981e-06     	|1              	|  4.3981e-06     	|  9.4191e-07     	|
on_train_dataloader                	|  4.258e-06      	|1              	|  4.258e-06      	|  9.1192e-07     	|
