FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1573.7         	|  100 %          	|
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run_training_epoch                 	|  9.2845         	|167            	|  1550.5         	|  98.525         	|
run_training_batch                 	|  0.18791        	|8000           	|  1503.3         	|  95.525         	|
training_step_and_backward         	|  0.17772        	|8000           	|  1421.7         	|  90.341         	|
model_forward                      	|  0.094033       	|8000           	|  752.27         	|  47.802         	|
training_step                      	|  0.0939         	|8000           	|  751.2          	|  47.734         	|
backward                           	|  0.0835         	|8000           	|  668.0          	|  42.447         	|
optimizer_step_with_closure_0      	|  0.23619        	|1000           	|  236.19         	|  15.009         	|
get_train_batch                    	|  0.0033517      	|8167           	|  27.374         	|  1.7394         	|
fetch_next_train_batch             	|  0.0033343      	|8167           	|  27.231         	|  1.7304         	|
on_train_batch_end                 	|  0.0010849      	|8000           	|  8.6795         	|  0.55153        	|
training_batch_to_device           	|  0.00021958     	|8000           	|  1.7566         	|  0.11162        	|
zero_grad                          	|  0.0013157      	|1000           	|  1.3157         	|  0.083605       	|
on_train_batch_start               	|  9.0495e-05     	|8000           	|  0.72396        	|  0.046003       	|
on_batch_start                     	|  1.5363e-05     	|8000           	|  0.1229         	|  0.0078097      	|
on_batch_end                       	|  1.3176e-05     	|8000           	|  0.10541        	|  0.006698       	|
on_before_backward                 	|  1.3025e-05     	|8000           	|  0.1042         	|  0.0066211      	|
on_after_backward                  	|  1.1497e-05     	|8000           	|  0.091973       	|  0.0058443      	|
on_train_epoch_start               	|  0.00028881     	|167            	|  0.048231       	|  0.0030648      	|
training_step_end                  	|  5.9523e-06     	|8000           	|  0.047618       	|  0.0030258      	|
on_train_epoch_end                 	|  0.00026351     	|167            	|  0.044006       	|  0.0027963      	|
on_train_end                       	|  0.025375       	|1              	|  0.025375       	|  0.0016124      	|
on_pretrain_routine_start          	|  0.022839       	|1              	|  0.022839       	|  0.0014513      	|
on_before_zero_grad                	|  1.5877e-05     	|1000           	|  0.015877       	|  0.0010089      	|
on_before_optimizer_step           	|  1.2177e-05     	|1000           	|  0.012177       	|  0.0007738      	|
configure_optimizers               	|  0.0084573      	|1              	|  0.0084573      	|  0.00053741     	|
on_epoch_start                     	|  1.0658e-05     	|167            	|  0.0017799      	|  0.0001131      	|
on_epoch_end                       	|  9.9775e-06     	|167            	|  0.0016662      	|  0.00010588     	|
on_train_start                     	|  0.00074068     	|1              	|  0.00074068     	|  4.7065e-05     	|
on_before_accelerator_backend_setup	|  2.3033e-05     	|1              	|  2.3033e-05     	|  1.4636e-06     	|
on_fit_end                         	|  2.155e-05      	|1              	|  2.155e-05      	|  1.3694e-06     	|
on_fit_start                       	|  2.144e-05      	|1              	|  2.144e-05      	|  1.3624e-06     	|
setup                              	|  1.4096e-05     	|1              	|  1.4096e-05     	|  8.9571e-07     	|
on_configure_sharded_model         	|  1.3285e-05     	|1              	|  1.3285e-05     	|  8.4418e-07     	|
on_pretrain_routine_end            	|  1.2874e-05     	|1              	|  1.2874e-05     	|  8.1807e-07     	|
teardown                           	|  1.0139e-05     	|1              	|  1.0139e-05     	|  6.4427e-07     	|
prepare_data                       	|  8.5449e-06     	|1              	|  8.5449e-06     	|  5.4297e-07     	|
configure_callbacks                	|  7.0031e-06     	|1              	|  7.0031e-06     	|  4.45e-07       	|
configure_sharded_model            	|  4.668e-06      	|1              	|  4.668e-06      	|  2.9662e-07     	|
on_train_dataloader                	|  4.458e-06      	|1              	|  4.458e-06      	|  2.8328e-07     	|
on_val_dataloader                  	|  4.448e-06      	|1              	|  4.448e-06      	|  2.8264e-07     	|
