FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  752.79         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.6527         	|200            	|  730.55         	|  97.045         	|
run_training_batch                 	|  0.31078        	|1000           	|  310.78         	|  41.284         	|
optimizer_step_with_closure_0      	|  0.30705        	|1000           	|  307.05         	|  40.788         	|
training_step_and_backward         	|  0.23929        	|1000           	|  239.29         	|  31.787         	|
model_forward                      	|  0.11929        	|1000           	|  119.29         	|  15.846         	|
training_step                      	|  0.11906        	|1000           	|  119.06         	|  15.816         	|
backward                           	|  0.11836        	|1000           	|  118.36         	|  15.722         	|
get_train_batch                    	|  0.061721       	|1200           	|  74.065         	|  9.8387         	|
fetch_next_train_batch             	|  0.061688       	|1200           	|  74.026         	|  9.8335         	|
on_train_batch_end                 	|  0.0024239      	|1000           	|  2.4239         	|  0.32199        	|
zero_grad                          	|  0.0015945      	|1000           	|  1.5945         	|  0.21181        	|
training_batch_to_device           	|  0.00044672     	|1000           	|  0.44672        	|  0.059341       	|
on_train_batch_start               	|  0.00011842     	|1000           	|  0.11842        	|  0.015731       	|
on_train_epoch_end                 	|  0.00036643     	|200            	|  0.073286       	|  0.0097352      	|
on_train_epoch_start               	|  0.0003512      	|200            	|  0.07024        	|  0.0093305      	|
on_train_end                       	|  0.069915       	|1              	|  0.069915       	|  0.0092874      	|
on_batch_start                     	|  3.4992e-05     	|1000           	|  0.034992       	|  0.0046482      	|
on_after_backward                  	|  3.2518e-05     	|1000           	|  0.032518       	|  0.0043196      	|
on_pretrain_routine_start          	|  0.025407       	|1              	|  0.025407       	|  0.003375       	|
on_before_zero_grad                	|  2.2173e-05     	|1000           	|  0.022173       	|  0.0029455      	|
on_batch_end                       	|  1.8822e-05     	|1000           	|  0.018822       	|  0.0025003      	|
configure_optimizers               	|  0.016757       	|1              	|  0.016757       	|  0.0022259      	|
on_before_optimizer_step           	|  1.6157e-05     	|1000           	|  0.016157       	|  0.0021462      	|
on_before_backward                 	|  1.5811e-05     	|1000           	|  0.015811       	|  0.0021004      	|
training_step_end                  	|  9.3038e-06     	|1000           	|  0.0093038      	|  0.0012359      	|
on_epoch_end                       	|  1.2846e-05     	|200            	|  0.0025691      	|  0.00034128     	|
on_epoch_start                     	|  1.1752e-05     	|200            	|  0.0023504      	|  0.00031222     	|
on_train_start                     	|  0.0014997      	|1              	|  0.0014997      	|  0.00019922     	|
on_fit_start                       	|  8.324e-05      	|1              	|  8.324e-05      	|  1.1057e-05     	|
on_fit_end                         	|  3.8885e-05     	|1              	|  3.8885e-05     	|  5.1654e-06     	|
on_before_accelerator_backend_setup	|  3.5832e-05     	|1              	|  3.5832e-05     	|  4.7598e-06     	|
setup                              	|  2.8754e-05     	|1              	|  2.8754e-05     	|  3.8196e-06     	|
on_configure_sharded_model         	|  2.848e-05      	|1              	|  2.848e-05      	|  3.7832e-06     	|
on_pretrain_routine_end            	|  2.1275e-05     	|1              	|  2.1275e-05     	|  2.8262e-06     	|
teardown                           	|  1.652e-05      	|1              	|  1.652e-05      	|  2.1945e-06     	|
prepare_data                       	|  1.2431e-05     	|1              	|  1.2431e-05     	|  1.6514e-06     	|
on_train_dataloader                	|  1.0744e-05     	|1              	|  1.0744e-05     	|  1.4272e-06     	|
configure_sharded_model            	|  1.0354e-05     	|1              	|  1.0354e-05     	|  1.3755e-06     	|
on_val_dataloader                  	|  1.0278e-05     	|1              	|  1.0278e-05     	|  1.3653e-06     	|
configure_callbacks                	|  9.9782e-06     	|1              	|  9.9782e-06     	|  1.3255e-06     	|
