FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1315.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5978         	|500            	|  1298.9         	|  98.705         	|
run_training_batch                 	|  0.24571        	|1000           	|  245.71         	|  18.672         	|
optimizer_step_with_closure_0      	|  0.24363        	|1000           	|  243.63         	|  18.514         	|
get_train_batch                    	|  0.14556        	|1500           	|  218.34         	|  16.592         	|
fetch_next_train_batch             	|  0.14552        	|1500           	|  218.29         	|  16.588         	|
training_step_and_backward         	|  0.1825         	|1000           	|  182.5          	|  13.868         	|
model_forward                      	|  0.096775       	|1000           	|  96.775         	|  7.3541         	|
training_step                      	|  0.096574       	|1000           	|  96.574         	|  7.3388         	|
backward                           	|  0.084311       	|1000           	|  84.311         	|  6.4069         	|
on_train_batch_end                 	|  0.0016976      	|1000           	|  1.6976         	|  0.129          	|
zero_grad                          	|  0.001376       	|1000           	|  1.376          	|  0.10456        	|
training_batch_to_device           	|  0.00071359     	|1000           	|  0.71359        	|  0.054227       	|
on_train_epoch_end                 	|  0.00031989     	|500            	|  0.15994        	|  0.012154       	|
on_train_epoch_start               	|  0.0002944      	|500            	|  0.1472         	|  0.011186       	|
on_train_batch_start               	|  0.00012582     	|1000           	|  0.12582        	|  0.0095615      	|
on_batch_start                     	|  4.7207e-05     	|1000           	|  0.047207       	|  0.0035873      	|
on_train_end                       	|  0.043553       	|1              	|  0.043553       	|  0.0033096      	|
on_before_zero_grad                	|  2.2299e-05     	|1000           	|  0.022299       	|  0.0016946      	|
on_pretrain_routine_start          	|  0.021915       	|1              	|  0.021915       	|  0.0016654      	|
on_after_backward                  	|  1.7899e-05     	|1000           	|  0.017899       	|  0.0013602      	|
on_batch_end                       	|  1.6199e-05     	|1000           	|  0.016199       	|  0.001231       	|
on_before_optimizer_step           	|  1.2613e-05     	|1000           	|  0.012613       	|  0.0009585      	|
on_before_backward                 	|  1.2411e-05     	|1000           	|  0.012411       	|  0.00094316     	|
configure_optimizers               	|  0.010875       	|1              	|  0.010875       	|  0.00082645     	|
training_step_end                  	|  8.2989e-06     	|1000           	|  0.0082989      	|  0.00063065     	|
on_epoch_end                       	|  1.0708e-05     	|500            	|  0.0053542      	|  0.00040688     	|
on_epoch_start                     	|  1.0381e-05     	|500            	|  0.0051903      	|  0.00039442     	|
on_train_start                     	|  0.0010489      	|1              	|  0.0010489      	|  7.971e-05      	|
on_fit_start                       	|  4.7456e-05     	|1              	|  4.7456e-05     	|  3.6063e-06     	|
on_fit_end                         	|  2.9657e-05     	|1              	|  2.9657e-05     	|  2.2537e-06     	|
on_before_accelerator_backend_setup	|  2.2218e-05     	|1              	|  2.2218e-05     	|  1.6884e-06     	|
setup                              	|  1.9507e-05     	|1              	|  1.9507e-05     	|  1.4824e-06     	|
on_configure_sharded_model         	|  1.8422e-05     	|1              	|  1.8422e-05     	|  1.3999e-06     	|
teardown                           	|  1.4702e-05     	|1              	|  1.4702e-05     	|  1.1172e-06     	|
on_pretrain_routine_end            	|  1.1807e-05     	|1              	|  1.1807e-05     	|  8.9726e-07     	|
prepare_data                       	|  7.486e-06      	|1              	|  7.486e-06      	|  5.6887e-07     	|
on_val_dataloader                  	|  6.713e-06      	|1              	|  6.713e-06      	|  5.1013e-07     	|
configure_callbacks                	|  6.6124e-06     	|1              	|  6.6124e-06     	|  5.0249e-07     	|
on_train_dataloader                	|  6.2846e-06     	|1              	|  6.2846e-06     	|  4.7757e-07     	|
configure_sharded_model            	|  5.6177e-06     	|1              	|  5.6177e-06     	|  4.269e-07      	|
