FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1323.5         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.6159         	|500            	|  1308.0         	|  98.825         	|
run_training_batch                 	|  0.26966        	|1000           	|  269.66         	|  20.374         	|
optimizer_step_with_closure_0      	|  0.26616        	|1000           	|  266.16         	|  20.11          	|
get_train_batch                    	|  0.13818        	|1500           	|  207.27         	|  15.66          	|
fetch_next_train_batch             	|  0.13814        	|1500           	|  207.21         	|  15.656         	|
training_step_and_backward         	|  0.2029         	|1000           	|  202.9          	|  15.33          	|
model_forward                      	|  0.10495        	|1000           	|  104.95         	|  7.93           	|
training_step                      	|  0.10472        	|1000           	|  104.72         	|  7.912          	|
backward                           	|  0.0964         	|1000           	|  96.4           	|  7.2836         	|
on_train_batch_end                 	|  0.0023115      	|1000           	|  2.3115         	|  0.17465        	|
zero_grad                          	|  0.0015         	|1000           	|  1.5            	|  0.11334        	|
training_batch_to_device           	|  0.00071102     	|1000           	|  0.71102        	|  0.053722       	|
on_train_epoch_start               	|  0.00032806     	|500            	|  0.16403        	|  0.012394       	|
on_train_epoch_end                 	|  0.00031948     	|500            	|  0.15974        	|  0.012069       	|
on_train_batch_start               	|  0.00011216     	|1000           	|  0.11216        	|  0.0084742      	|
on_batch_start                     	|  5.3396e-05     	|1000           	|  0.053396       	|  0.0040344      	|
on_train_end                       	|  0.044079       	|1              	|  0.044079       	|  0.0033305      	|
on_pretrain_routine_start          	|  0.039192       	|1              	|  0.039192       	|  0.0029612      	|
on_after_backward                  	|  2.9223e-05     	|1000           	|  0.029223       	|  0.002208       	|
on_before_zero_grad                	|  2.3417e-05     	|1000           	|  0.023417       	|  0.0017693      	|
on_before_optimizer_step           	|  1.7411e-05     	|1000           	|  0.017411       	|  0.0013155      	|
on_before_backward                 	|  1.5416e-05     	|1000           	|  0.015416       	|  0.0011648      	|
on_batch_end                       	|  1.5044e-05     	|1000           	|  0.015044       	|  0.0011367      	|
training_step_end                  	|  1.0733e-05     	|1000           	|  0.010733       	|  0.00081097     	|
configure_optimizers               	|  0.0082728      	|1              	|  0.0082728      	|  0.00062506     	|
on_epoch_end                       	|  1.1706e-05     	|500            	|  0.0058531      	|  0.00044224     	|
on_epoch_start                     	|  1.0811e-05     	|500            	|  0.0054055      	|  0.00040842     	|
on_train_start                     	|  0.00089848     	|1              	|  0.00089848     	|  6.7886e-05     	|
on_fit_end                         	|  5.6395e-05     	|1              	|  5.6395e-05     	|  4.261e-06      	|
on_fit_start                       	|  2.395e-05      	|1              	|  2.395e-05      	|  1.8096e-06     	|
setup                              	|  2.3372e-05     	|1              	|  2.3372e-05     	|  1.7659e-06     	|
on_before_accelerator_backend_setup	|  2.3261e-05     	|1              	|  2.3261e-05     	|  1.7575e-06     	|
on_pretrain_routine_end            	|  2.1776e-05     	|1              	|  2.1776e-05     	|  1.6453e-06     	|
on_configure_sharded_model         	|  2.0323e-05     	|1              	|  2.0323e-05     	|  1.5356e-06     	|
teardown                           	|  1.6266e-05     	|1              	|  1.6266e-05     	|  1.229e-06      	|
on_train_dataloader                	|  9.3989e-06     	|1              	|  9.3989e-06     	|  7.1015e-07     	|
configure_callbacks                	|  8.7973e-06     	|1              	|  8.7973e-06     	|  6.6469e-07     	|
prepare_data                       	|  8.5384e-06     	|1              	|  8.5384e-06     	|  6.4513e-07     	|
on_val_dataloader                  	|  8.1118e-06     	|1              	|  8.1118e-06     	|  6.129e-07      	|
configure_sharded_model            	|  7.2289e-06     	|1              	|  7.2289e-06     	|  5.4619e-07     	|
