FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  387.99         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.585         	|25             	|  364.62         	|  93.975         	|
run_training_batch                 	|  0.35209        	|1000           	|  352.09         	|  90.747         	|
optimizer_step_with_closure_0      	|  0.34948        	|1000           	|  349.48         	|  90.074         	|
training_step_and_backward         	|  0.27218        	|1000           	|  272.18         	|  70.151         	|
model_forward                      	|  0.16115        	|1000           	|  161.15         	|  41.535         	|
training_step                      	|  0.16102        	|1000           	|  161.02         	|  41.5           	|
backward                           	|  0.10973        	|1000           	|  109.73         	|  28.28          	|
get_train_batch                    	|  0.0042675      	|1025           	|  4.3742         	|  1.1274         	|
fetch_next_train_batch             	|  0.0042502      	|1025           	|  4.3565         	|  1.1228         	|
zero_grad                          	|  0.0012772      	|1000           	|  1.2772         	|  0.32918        	|
on_train_batch_end                 	|  0.0011919      	|1000           	|  1.1919         	|  0.30719        	|
training_batch_to_device           	|  0.00023809     	|1000           	|  0.23809        	|  0.061364       	|
on_train_batch_start               	|  9.089e-05      	|1000           	|  0.09089        	|  0.023426       	|
on_train_end                       	|  0.02366        	|1              	|  0.02366        	|  0.006098       	|
on_pretrain_routine_start          	|  0.022834       	|1              	|  0.022834       	|  0.0058852      	|
on_batch_start                     	|  1.5057e-05     	|1000           	|  0.015057       	|  0.0038808      	|
on_batch_end                       	|  1.4487e-05     	|1000           	|  0.014487       	|  0.0037338      	|
on_before_zero_grad                	|  1.359e-05      	|1000           	|  0.01359        	|  0.0035027      	|
on_before_backward                 	|  1.127e-05      	|1000           	|  0.01127        	|  0.0029046      	|
on_after_backward                  	|  1.1226e-05     	|1000           	|  0.011226       	|  0.0028933      	|
on_before_optimizer_step           	|  1.0537e-05     	|1000           	|  0.010537       	|  0.0027159      	|
configure_optimizers               	|  0.0083471      	|1              	|  0.0083471      	|  0.0021513      	|
on_train_epoch_end                 	|  0.00029442     	|25             	|  0.0073604      	|  0.001897       	|
on_train_epoch_start               	|  0.0002815      	|25             	|  0.0070376      	|  0.0018138      	|
training_step_end                  	|  5.6602e-06     	|1000           	|  0.0056602      	|  0.0014588      	|
on_train_start                     	|  0.00069222     	|1              	|  0.00069222     	|  0.00017841     	|
on_epoch_end                       	|  1.0678e-05     	|25             	|  0.00026694     	|  6.8801e-05     	|
on_epoch_start                     	|  1.0402e-05     	|25             	|  0.00026006     	|  6.7026e-05     	|
on_fit_end                         	|  2.2041e-05     	|1              	|  2.2041e-05     	|  5.6808e-06     	|
on_before_accelerator_backend_setup	|  2.0228e-05     	|1              	|  2.0228e-05     	|  5.2135e-06     	|
on_fit_start                       	|  1.8265e-05     	|1              	|  1.8265e-05     	|  4.7075e-06     	|
on_configure_sharded_model         	|  1.618e-05      	|1              	|  1.618e-05      	|  4.1702e-06     	|
setup                              	|  1.3325e-05     	|1              	|  1.3325e-05     	|  3.4343e-06     	|
teardown                           	|  9.989e-06      	|1              	|  9.989e-06      	|  2.5745e-06     	|
on_pretrain_routine_end            	|  9.667e-06      	|1              	|  9.667e-06      	|  2.4915e-06     	|
prepare_data                       	|  7.714e-06      	|1              	|  7.714e-06      	|  1.9882e-06     	|
configure_callbacks                	|  6.3221e-06     	|1              	|  6.3221e-06     	|  1.6294e-06     	|
on_val_dataloader                  	|  4.519e-06      	|1              	|  4.519e-06      	|  1.1647e-06     	|
configure_sharded_model            	|  4.2181e-06     	|1              	|  4.2181e-06     	|  1.0872e-06     	|
on_train_dataloader                	|  4.207e-06      	|1              	|  4.207e-06      	|  1.0843e-06     	|
