FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1309.3         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5867         	|500            	|  1293.4         	|  98.78          	|
run_training_batch                 	|  0.28073        	|1000           	|  280.73         	|  21.44          	|
optimizer_step_with_closure_0      	|  0.27825        	|1000           	|  278.25         	|  21.251         	|
training_step_and_backward         	|  0.20826        	|1000           	|  208.26         	|  15.905         	|
get_train_batch                    	|  0.13496        	|1500           	|  202.44         	|  15.461         	|
fetch_next_train_batch             	|  0.13492        	|1500           	|  202.38         	|  15.457         	|
model_forward                      	|  0.10787        	|1000           	|  107.87         	|  8.2387         	|
training_step                      	|  0.10767        	|1000           	|  107.67         	|  8.2229         	|
backward                           	|  0.098909       	|1000           	|  98.909         	|  7.5541         	|
on_train_batch_end                 	|  0.0018541      	|1000           	|  1.8541         	|  0.14161        	|
zero_grad                          	|  0.0014347      	|1000           	|  1.4347         	|  0.10957        	|
training_batch_to_device           	|  0.00064705     	|1000           	|  0.64705        	|  0.049418       	|
on_train_epoch_start               	|  0.0003282      	|500            	|  0.1641         	|  0.012533       	|
on_train_epoch_end                 	|  0.00031803     	|500            	|  0.15901        	|  0.012145       	|
on_train_batch_start               	|  0.00010943     	|1000           	|  0.10943        	|  0.0083577      	|
on_batch_start                     	|  4.6236e-05     	|1000           	|  0.046236       	|  0.0035312      	|
on_train_end                       	|  0.043367       	|1              	|  0.043367       	|  0.0033122      	|
on_pretrain_routine_start          	|  0.024219       	|1              	|  0.024219       	|  0.0018497      	|
on_after_backward                  	|  2.1036e-05     	|1000           	|  0.021036       	|  0.0016066      	|
on_before_zero_grad                	|  2.0614e-05     	|1000           	|  0.020614       	|  0.0015744      	|
on_batch_end                       	|  1.5121e-05     	|1000           	|  0.015121       	|  0.0011548      	|
on_before_backward                 	|  1.3458e-05     	|1000           	|  0.013458       	|  0.0010278      	|
on_before_optimizer_step           	|  1.3406e-05     	|1000           	|  0.013406       	|  0.0010239      	|
training_step_end                  	|  9.1962e-06     	|1000           	|  0.0091962      	|  0.00070235     	|
configure_optimizers               	|  0.0088381      	|1              	|  0.0088381      	|  0.000675       	|
on_epoch_end                       	|  1.1405e-05     	|500            	|  0.0057024      	|  0.00043552     	|
on_epoch_start                     	|  1.0947e-05     	|500            	|  0.0054736      	|  0.00041805     	|
on_train_start                     	|  0.00069533     	|1              	|  0.00069533     	|  5.3106e-05     	|
on_fit_end                         	|  3.9116e-05     	|1              	|  3.9116e-05     	|  2.9874e-06     	|
on_before_accelerator_backend_setup	|  2.3119e-05     	|1              	|  2.3119e-05     	|  1.7657e-06     	|
on_fit_start                       	|  2.0683e-05     	|1              	|  2.0683e-05     	|  1.5796e-06     	|
setup                              	|  2.0608e-05     	|1              	|  2.0608e-05     	|  1.5739e-06     	|
on_configure_sharded_model         	|  2.0372e-05     	|1              	|  2.0372e-05     	|  1.5559e-06     	|
teardown                           	|  1.9105e-05     	|1              	|  1.9105e-05     	|  1.4591e-06     	|
on_pretrain_routine_end            	|  1.7114e-05     	|1              	|  1.7114e-05     	|  1.3071e-06     	|
prepare_data                       	|  8.7563e-06     	|1              	|  8.7563e-06     	|  6.6876e-07     	|
configure_callbacks                	|  6.3386e-06     	|1              	|  6.3386e-06     	|  4.8411e-07     	|
configure_sharded_model            	|  6.292e-06      	|1              	|  6.292e-06      	|  4.8055e-07     	|
on_train_dataloader                	|  5.547e-06      	|1              	|  5.547e-06      	|  4.2365e-07     	|
on_val_dataloader                  	|  5.2005e-06     	|1              	|  5.2005e-06     	|  3.9719e-07     	|
