FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  479.78         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.91392        	|500            	|  456.96         	|  95.245         	|
run_training_batch                 	|  0.30617        	|1000           	|  306.17         	|  63.816         	|
optimizer_step_with_closure_0      	|  0.30351        	|1000           	|  303.51         	|  63.26          	|
training_step_and_backward         	|  0.22883        	|1000           	|  228.83         	|  47.696         	|
model_forward                      	|  0.14181        	|1000           	|  141.81         	|  29.558         	|
training_step                      	|  0.14164        	|1000           	|  141.64         	|  29.522         	|
backward                           	|  0.085612       	|1000           	|  85.612         	|  17.844         	|
get_train_batch                    	|  0.028756       	|1500           	|  43.134         	|  8.9904         	|
fetch_next_train_batch             	|  0.028722       	|1500           	|  43.083         	|  8.9798         	|
zero_grad                          	|  0.001379       	|1000           	|  1.379          	|  0.28743        	|
on_train_batch_end                 	|  0.0013125      	|1000           	|  1.3125         	|  0.27356        	|
training_batch_to_device           	|  0.00059709     	|1000           	|  0.59709        	|  0.12445        	|
on_train_epoch_start               	|  0.00028131     	|500            	|  0.14065        	|  0.029316       	|
on_train_epoch_end                 	|  0.00026499     	|500            	|  0.1325         	|  0.027616       	|
on_train_batch_start               	|  0.00010845     	|1000           	|  0.10845        	|  0.022604       	|
on_batch_start                     	|  3.8366e-05     	|1000           	|  0.038366       	|  0.0079967      	|
on_train_end                       	|  0.023799       	|1              	|  0.023799       	|  0.0049604      	|
on_pretrain_routine_start          	|  0.023029       	|1              	|  0.023029       	|  0.0047999      	|
on_before_zero_grad                	|  2.0462e-05     	|1000           	|  0.020462       	|  0.0042649      	|
on_batch_end                       	|  1.4076e-05     	|1000           	|  0.014076       	|  0.002934       	|
on_before_optimizer_step           	|  1.254e-05      	|1000           	|  0.01254        	|  0.0026138      	|
on_after_backward                  	|  1.1535e-05     	|1000           	|  0.011535       	|  0.0024041      	|
on_before_backward                 	|  1.0716e-05     	|1000           	|  0.010716       	|  0.0022334      	|
configure_optimizers               	|  0.0082063      	|1              	|  0.0082063      	|  0.0017104      	|
training_step_end                  	|  7.2174e-06     	|1000           	|  0.0072174      	|  0.0015043      	|
on_epoch_start                     	|  1.0747e-05     	|500            	|  0.0053736      	|  0.00112        	|
on_epoch_end                       	|  1.0378e-05     	|500            	|  0.005189       	|  0.0010815      	|
on_train_start                     	|  0.00072065     	|1              	|  0.00072065     	|  0.00015021     	|
on_fit_end                         	|  2.3063e-05     	|1              	|  2.3063e-05     	|  4.807e-06      	|
on_before_accelerator_backend_setup	|  2.0038e-05     	|1              	|  2.0038e-05     	|  4.1765e-06     	|
on_fit_start                       	|  1.5398e-05     	|1              	|  1.5398e-05     	|  3.2094e-06     	|
setup                              	|  1.4758e-05     	|1              	|  1.4758e-05     	|  3.076e-06      	|
on_configure_sharded_model         	|  1.4618e-05     	|1              	|  1.4618e-05     	|  3.0468e-06     	|
teardown                           	|  1.1482e-05     	|1              	|  1.1482e-05     	|  2.3932e-06     	|
on_pretrain_routine_end            	|  9.648e-06      	|1              	|  9.648e-06      	|  2.0109e-06     	|
prepare_data                       	|  7.1529e-06     	|1              	|  7.1529e-06     	|  1.4909e-06     	|
configure_sharded_model            	|  4.699e-06      	|1              	|  4.699e-06      	|  9.7941e-07     	|
configure_callbacks                	|  4.5879e-06     	|1              	|  4.5879e-06     	|  9.5627e-07     	|
on_train_dataloader                	|  4.087e-06      	|1              	|  4.087e-06      	|  8.5186e-07     	|
on_val_dataloader                  	|  4.048e-06      	|1              	|  4.048e-06      	|  8.4373e-07     	|
