FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  384.83         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.55          	|25             	|  363.75         	|  94.521         	|
run_training_batch                 	|  0.30735        	|1000           	|  307.35         	|  79.865         	|
optimizer_step_with_closure_0      	|  0.30351        	|1000           	|  303.51         	|  78.867         	|
training_step_and_backward         	|  0.23676        	|1000           	|  236.76         	|  61.522         	|
backward                           	|  0.12062        	|1000           	|  120.62         	|  31.345         	|
model_forward                      	|  0.11449        	|1000           	|  114.49         	|  29.751         	|
training_step                      	|  0.11428        	|1000           	|  114.28         	|  29.697         	|
get_train_batch                    	|  0.012049       	|1025           	|  12.35          	|  3.2092         	|
fetch_next_train_batch             	|  0.012025       	|1025           	|  12.326         	|  3.2028         	|
on_train_batch_end                 	|  0.0023931      	|1000           	|  2.3931         	|  0.62185        	|
zero_grad                          	|  0.0016067      	|1000           	|  1.6067         	|  0.41751        	|
training_batch_to_device           	|  0.00029235     	|1000           	|  0.29235        	|  0.075968       	|
on_train_batch_start               	|  0.00010043     	|1000           	|  0.10043        	|  0.026096       	|
on_train_end                       	|  0.044601       	|1              	|  0.044601       	|  0.01159        	|
on_after_backward                  	|  3.0251e-05     	|1000           	|  0.030251       	|  0.0078608      	|
on_pretrain_routine_start          	|  0.029495       	|1              	|  0.029495       	|  0.0076644      	|
on_batch_start                     	|  2.0806e-05     	|1000           	|  0.020806       	|  0.0054064      	|
on_before_zero_grad                	|  1.9647e-05     	|1000           	|  0.019647       	|  0.0051053      	|
on_batch_end                       	|  1.6177e-05     	|1000           	|  0.016177       	|  0.0042038      	|
on_before_optimizer_step           	|  1.4621e-05     	|1000           	|  0.014621       	|  0.0037992      	|
on_before_backward                 	|  1.3858e-05     	|1000           	|  0.013858       	|  0.0036011      	|
on_train_epoch_start               	|  0.00043026     	|25             	|  0.010756       	|  0.0027951      	|
configure_optimizers               	|  0.010362       	|1              	|  0.010362       	|  0.0026926      	|
on_train_epoch_end                 	|  0.00041087     	|25             	|  0.010272       	|  0.0026691      	|
training_step_end                  	|  7.558e-06      	|1000           	|  0.007558       	|  0.001964       	|
on_train_start                     	|  0.0018263      	|1              	|  0.0018263      	|  0.00047457     	|
on_epoch_end                       	|  1.3259e-05     	|25             	|  0.00033147     	|  8.6133e-05     	|
on_epoch_start                     	|  1.2304e-05     	|25             	|  0.00030761     	|  7.9934e-05     	|
on_fit_start                       	|  0.00011915     	|1              	|  0.00011915     	|  3.0962e-05     	|
on_fit_end                         	|  7.1818e-05     	|1              	|  7.1818e-05     	|  1.8662e-05     	|
teardown                           	|  3.998e-05      	|1              	|  3.998e-05      	|  1.0389e-05     	|
setup                              	|  3.3177e-05     	|1              	|  3.3177e-05     	|  8.6213e-06     	|
configure_sharded_model            	|  3.1276e-05     	|1              	|  3.1276e-05     	|  8.1271e-06     	|
on_before_accelerator_backend_setup	|  2.7591e-05     	|1              	|  2.7591e-05     	|  7.1697e-06     	|
on_configure_sharded_model         	|  2.3058e-05     	|1              	|  2.3058e-05     	|  5.9916e-06     	|
on_pretrain_routine_end            	|  2.0763e-05     	|1              	|  2.0763e-05     	|  5.3953e-06     	|
on_train_dataloader                	|  1.4085e-05     	|1              	|  1.4085e-05     	|  3.6601e-06     	|
on_val_dataloader                  	|  1.218e-05      	|1              	|  1.218e-05      	|  3.165e-06      	|
prepare_data                       	|  1.1997e-05     	|1              	|  1.1997e-05     	|  3.1175e-06     	|
configure_callbacks                	|  7.2978e-06     	|1              	|  7.2978e-06     	|  1.8964e-06     	|
