FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1570.1         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  9.2632         	|167            	|  1547.0         	|  98.526         	|
run_training_batch                 	|  0.18724        	|8000           	|  1497.9         	|  95.401         	|
training_step_and_backward         	|  0.1771         	|8000           	|  1416.8         	|  90.238         	|
model_forward                      	|  0.094257       	|8000           	|  754.06         	|  48.026         	|
training_step                      	|  0.094121       	|8000           	|  752.97         	|  47.957         	|
backward                           	|  0.082662       	|8000           	|  661.29         	|  42.118         	|
optimizer_step_with_closure_0      	|  0.23552        	|1000           	|  235.52         	|  15.0           	|
get_train_batch                    	|  0.0035716      	|8167           	|  29.169         	|  1.8578         	|
fetch_next_train_batch             	|  0.0035544      	|8167           	|  29.029         	|  1.8489         	|
on_train_batch_end                 	|  0.0010947      	|8000           	|  8.7578         	|  0.55779        	|
training_batch_to_device           	|  0.00021647     	|8000           	|  1.7318         	|  0.1103         	|
zero_grad                          	|  0.0013286      	|1000           	|  1.3286         	|  0.08462        	|
on_train_batch_start               	|  9.1362e-05     	|8000           	|  0.7309         	|  0.046551       	|
on_batch_start                     	|  1.5064e-05     	|8000           	|  0.12051        	|  0.0076755      	|
on_batch_end                       	|  1.3306e-05     	|8000           	|  0.10645        	|  0.00678        	|
on_before_backward                 	|  1.2854e-05     	|8000           	|  0.10283        	|  0.0065495      	|
on_after_backward                  	|  1.2324e-05     	|8000           	|  0.098595       	|  0.0062796      	|
training_step_end                  	|  6.029e-06      	|8000           	|  0.048232       	|  0.0030719      	|
on_train_epoch_start               	|  0.0002854      	|167            	|  0.047662       	|  0.0030356      	|
on_train_epoch_end                 	|  0.00026331     	|167            	|  0.043973       	|  0.0028006      	|
on_train_end                       	|  0.024328       	|1              	|  0.024328       	|  0.0015495      	|
on_pretrain_routine_start          	|  0.022325       	|1              	|  0.022325       	|  0.0014219      	|
on_before_zero_grad                	|  1.6196e-05     	|1000           	|  0.016196       	|  0.0010315      	|
on_before_optimizer_step           	|  1.2572e-05     	|1000           	|  0.012572       	|  0.0008007      	|
configure_optimizers               	|  0.0082802      	|1              	|  0.0082802      	|  0.00052737     	|
on_epoch_end                       	|  1.1016e-05     	|167            	|  0.0018397      	|  0.00011717     	|
on_epoch_start                     	|  1.0612e-05     	|167            	|  0.0017723      	|  0.00011288     	|
on_train_start                     	|  0.00078221     	|1              	|  0.00078221     	|  4.982e-05      	|
on_before_accelerator_backend_setup	|  2.2162e-05     	|1              	|  2.2162e-05     	|  1.4115e-06     	|
on_fit_end                         	|  2.1371e-05     	|1              	|  2.1371e-05     	|  1.3611e-06     	|
on_fit_start                       	|  1.7973e-05     	|1              	|  1.7973e-05     	|  1.1447e-06     	|
setup                              	|  1.4367e-05     	|1              	|  1.4367e-05     	|  9.1503e-07     	|
on_configure_sharded_model         	|  1.3856e-05     	|1              	|  1.3856e-05     	|  8.825e-07      	|
on_pretrain_routine_end            	|  1.1081e-05     	|1              	|  1.1081e-05     	|  7.0576e-07     	|
teardown                           	|  9.859e-06      	|1              	|  9.859e-06      	|  6.2792e-07     	|
prepare_data                       	|  8.5859e-06     	|1              	|  8.5859e-06     	|  5.4684e-07     	|
configure_callbacks                	|  6.4119e-06     	|1              	|  6.4119e-06     	|  4.0838e-07     	|
on_val_dataloader                  	|  4.889e-06      	|1              	|  4.889e-06      	|  3.1138e-07     	|
configure_sharded_model            	|  4.4981e-06     	|1              	|  4.4981e-06     	|  2.8648e-07     	|
on_train_dataloader                	|  4.3379e-06     	|1              	|  4.3379e-06     	|  2.7628e-07     	|
