FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1525.6         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  71.537         	|21             	|  1502.3         	|  98.472         	|
run_training_batch                 	|  0.18404        	|8000           	|  1472.3         	|  96.506         	|
training_step_and_backward         	|  0.17406        	|8000           	|  1392.5         	|  91.276         	|
model_forward                      	|  0.093584       	|8000           	|  748.67         	|  49.074         	|
training_step                      	|  0.093453       	|8000           	|  747.62         	|  49.006         	|
backward                           	|  0.080296       	|8000           	|  642.37         	|  42.106         	|
optimizer_step_with_closure_0      	|  0.23154        	|1000           	|  231.54         	|  15.177         	|
get_train_batch                    	|  0.0018177      	|8021           	|  14.58          	|  0.95568        	|
fetch_next_train_batch             	|  0.0018016      	|8021           	|  14.45          	|  0.94719        	|
on_train_batch_end                 	|  0.0010593      	|8000           	|  8.4744         	|  0.55548        	|
training_batch_to_device           	|  0.00021237     	|8000           	|  1.699          	|  0.11137        	|
zero_grad                          	|  0.0013127      	|1000           	|  1.3127         	|  0.086045       	|
on_train_batch_start               	|  9.0473e-05     	|8000           	|  0.72378        	|  0.047443       	|
on_batch_start                     	|  1.4474e-05     	|8000           	|  0.11579        	|  0.0075901      	|
on_batch_end                       	|  1.2996e-05     	|8000           	|  0.10396        	|  0.0068147      	|
on_before_backward                 	|  1.2661e-05     	|8000           	|  0.10129        	|  0.0066393      	|
on_after_backward                  	|  1.1808e-05     	|8000           	|  0.094467       	|  0.0061922      	|
training_step_end                  	|  5.7066e-06     	|8000           	|  0.045653       	|  0.0029925      	|
on_train_end                       	|  0.025395       	|1              	|  0.025395       	|  0.0016646      	|
on_pretrain_routine_start          	|  0.022782       	|1              	|  0.022782       	|  0.0014933      	|
on_before_zero_grad                	|  1.4039e-05     	|1000           	|  0.014039       	|  0.00092025     	|
on_before_optimizer_step           	|  1.1625e-05     	|1000           	|  0.011625       	|  0.00076199     	|
configure_optimizers               	|  0.0090312      	|1              	|  0.0090312      	|  0.00059198     	|
on_train_epoch_start               	|  0.00028275     	|21             	|  0.0059377      	|  0.00038921     	|
on_train_epoch_end                 	|  0.00025125     	|21             	|  0.0052762      	|  0.00034584     	|
on_train_start                     	|  0.00068521     	|1              	|  0.00068521     	|  4.4914e-05     	|
on_epoch_start                     	|  1.0756e-05     	|21             	|  0.00022589     	|  1.4806e-05     	|
on_epoch_end                       	|  1.0004e-05     	|21             	|  0.00021008     	|  1.377e-05      	|
on_fit_end                         	|  2.125e-05      	|1              	|  2.125e-05      	|  1.3929e-06     	|
on_before_accelerator_backend_setup	|  2.0979e-05     	|1              	|  2.0979e-05     	|  1.3751e-06     	|
on_fit_start                       	|  1.8926e-05     	|1              	|  1.8926e-05     	|  1.2406e-06     	|
setup                              	|  1.3766e-05     	|1              	|  1.3766e-05     	|  9.0233e-07     	|
on_configure_sharded_model         	|  1.3375e-05     	|1              	|  1.3375e-05     	|  8.7671e-07     	|
teardown                           	|  1.2483e-05     	|1              	|  1.2483e-05     	|  8.1824e-07     	|
on_pretrain_routine_end            	|  1.0089e-05     	|1              	|  1.0089e-05     	|  6.6132e-07     	|
prepare_data                       	|  8.025e-06      	|1              	|  8.025e-06      	|  5.2602e-07     	|
configure_callbacks                	|  6.5421e-06     	|1              	|  6.5421e-06     	|  4.2882e-07     	|
on_val_dataloader                  	|  5.4911e-06     	|1              	|  5.4911e-06     	|  3.5993e-07     	|
configure_sharded_model            	|  4.6489e-06     	|1              	|  4.6489e-06     	|  3.0473e-07     	|
on_train_dataloader                	|  4.3379e-06     	|1              	|  4.3379e-06     	|  2.8434e-07     	|
