FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1277.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5053         	|500            	|  1252.6         	|  98.095         	|
run_training_batch                 	|  0.37777        	|1000           	|  377.77         	|  29.583         	|
optimizer_step_with_closure_0      	|  0.37365        	|1000           	|  373.65         	|  29.261         	|
training_step_and_backward         	|  0.26836        	|1000           	|  268.36         	|  21.016         	|
get_train_batch                    	|  0.093136       	|1500           	|  139.7          	|  10.94          	|
fetch_next_train_batch             	|  0.093094       	|1500           	|  139.64         	|  10.936         	|
model_forward                      	|  0.13639        	|1000           	|  136.39         	|  10.681         	|
training_step                      	|  0.13616        	|1000           	|  136.16         	|  10.663         	|
backward                           	|  0.13035        	|1000           	|  130.35         	|  10.208         	|
on_train_batch_end                 	|  0.0025015      	|1000           	|  2.5015         	|  0.1959         	|
zero_grad                          	|  0.0015739      	|1000           	|  1.5739         	|  0.12326        	|
training_batch_to_device           	|  0.00068295     	|1000           	|  0.68295        	|  0.053483       	|
on_train_epoch_end                 	|  0.00034865     	|500            	|  0.17433        	|  0.013652       	|
on_train_epoch_start               	|  0.00034529     	|500            	|  0.17265        	|  0.01352        	|
on_train_batch_start               	|  0.00011323     	|1000           	|  0.11323        	|  0.0088672      	|
on_train_end                       	|  0.047689       	|1              	|  0.047689       	|  0.0037346      	|
on_batch_start                     	|  4.7564e-05     	|1000           	|  0.047564       	|  0.0037249      	|
on_after_backward                  	|  2.6584e-05     	|1000           	|  0.026584       	|  0.0020818      	|
on_before_zero_grad                	|  2.4988e-05     	|1000           	|  0.024988       	|  0.0019568      	|
on_pretrain_routine_start          	|  0.022515       	|1              	|  0.022515       	|  0.0017632      	|
on_batch_end                       	|  1.8458e-05     	|1000           	|  0.018458       	|  0.0014455      	|
on_before_optimizer_step           	|  1.7392e-05     	|1000           	|  0.017392       	|  0.001362       	|
on_before_backward                 	|  1.4058e-05     	|1000           	|  0.014058       	|  0.0011009      	|
configure_optimizers               	|  0.010677       	|1              	|  0.010677       	|  0.00083617     	|
training_step_end                  	|  9.4293e-06     	|1000           	|  0.0094293      	|  0.00073843     	|
on_epoch_end                       	|  1.2079e-05     	|500            	|  0.0060394      	|  0.00047296     	|
on_epoch_start                     	|  1.1841e-05     	|500            	|  0.0059204      	|  0.00046364     	|
on_train_start                     	|  0.002495       	|1              	|  0.002495       	|  0.00019538     	|
on_fit_end                         	|  6.5349e-05     	|1              	|  6.5349e-05     	|  5.1176e-06     	|
on_fit_start                       	|  4.106e-05      	|1              	|  4.106e-05      	|  3.2155e-06     	|
on_before_accelerator_backend_setup	|  3.1929e-05     	|1              	|  3.1929e-05     	|  2.5004e-06     	|
setup                              	|  2.4641e-05     	|1              	|  2.4641e-05     	|  1.9297e-06     	|
on_configure_sharded_model         	|  2.3123e-05     	|1              	|  2.3123e-05     	|  1.8108e-06     	|
teardown                           	|  1.6393e-05     	|1              	|  1.6393e-05     	|  1.2838e-06     	|
on_pretrain_routine_end            	|  1.4888e-05     	|1              	|  1.4888e-05     	|  1.1659e-06     	|
prepare_data                       	|  8.8383e-06     	|1              	|  8.8383e-06     	|  6.9214e-07     	|
on_train_dataloader                	|  8.1956e-06     	|1              	|  8.1956e-06     	|  6.4181e-07     	|
on_val_dataloader                  	|  7.8361e-06     	|1              	|  7.8361e-06     	|  6.1366e-07     	|
configure_callbacks                	|  7.4971e-06     	|1              	|  7.4971e-06     	|  5.8711e-07     	|
configure_sharded_model            	|  6.1318e-06     	|1              	|  6.1318e-06     	|  4.8019e-07     	|
