FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1663.0         	|  100 %          	|
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run_training_epoch                 	|  26.034         	|63             	|  1640.1         	|  98.621         	|
run_training_batch                 	|  0.20062        	|8000           	|  1605.0         	|  96.507         	|
training_step_and_backward         	|  0.18925        	|8000           	|  1514.0         	|  91.038         	|
model_forward                      	|  0.10637        	|8000           	|  850.93         	|  51.167         	|
training_step                      	|  0.10623        	|8000           	|  849.86         	|  51.103         	|
backward                           	|  0.082701       	|8000           	|  661.61         	|  39.783         	|
optimizer_step_with_closure_0      	|  0.24837        	|1000           	|  248.37         	|  14.935         	|
get_train_batch                    	|  0.0022605      	|8063           	|  18.226         	|  1.0959         	|
fetch_next_train_batch             	|  0.0022442      	|8063           	|  18.095         	|  1.088          	|
on_train_batch_end                 	|  0.0010908      	|8000           	|  8.7267         	|  0.52474        	|
training_batch_to_device           	|  0.00021517     	|8000           	|  1.7214         	|  0.10351        	|
zero_grad                          	|  0.0013247      	|1000           	|  1.3247         	|  0.079654       	|
on_train_batch_start               	|  9.043e-05      	|8000           	|  0.72344        	|  0.043501       	|
on_batch_start                     	|  1.5064e-05     	|8000           	|  0.12051        	|  0.0072465      	|
on_batch_end                       	|  1.278e-05      	|8000           	|  0.10224        	|  0.0061478      	|
on_before_backward                 	|  1.2547e-05     	|8000           	|  0.10037        	|  0.0060355      	|
on_after_backward                  	|  1.1305e-05     	|8000           	|  0.090439       	|  0.0054381      	|
training_step_end                  	|  5.9718e-06     	|8000           	|  0.047775       	|  0.0028727      	|
on_train_end                       	|  0.025468       	|1              	|  0.025468       	|  0.0015314      	|
on_pretrain_routine_start          	|  0.022677       	|1              	|  0.022677       	|  0.0013636      	|
on_train_epoch_start               	|  0.00029432     	|63             	|  0.018542       	|  0.001115       	|
on_train_epoch_end                 	|  0.0002842      	|63             	|  0.017905       	|  0.0010766      	|
on_before_zero_grad                	|  1.4215e-05     	|1000           	|  0.014215       	|  0.00085474     	|
on_before_optimizer_step           	|  1.158e-05      	|1000           	|  0.01158        	|  0.00069631     	|
configure_optimizers               	|  0.0082987      	|1              	|  0.0082987      	|  0.00049901     	|
on_train_start                     	|  0.00077035     	|1              	|  0.00077035     	|  4.6322e-05     	|
on_epoch_start                     	|  1.0623e-05     	|63             	|  0.00066925     	|  4.0242e-05     	|
on_epoch_end                       	|  1.002e-05      	|63             	|  0.00063125     	|  3.7958e-05     	|
on_before_accelerator_backend_setup	|  2.4166e-05     	|1              	|  2.4166e-05     	|  1.4531e-06     	|
on_fit_end                         	|  2.2832e-05     	|1              	|  2.2832e-05     	|  1.3729e-06     	|
setup                              	|  2.2722e-05     	|1              	|  2.2722e-05     	|  1.3663e-06     	|
on_fit_start                       	|  1.9096e-05     	|1              	|  1.9096e-05     	|  1.1482e-06     	|
on_configure_sharded_model         	|  1.6831e-05     	|1              	|  1.6831e-05     	|  1.012e-06      	|
teardown                           	|  1.0019e-05     	|1              	|  1.0019e-05     	|  6.0244e-07     	|
prepare_data                       	|  9.5882e-06     	|1              	|  9.5882e-06     	|  5.7654e-07     	|
on_pretrain_routine_end            	|  9.4881e-06     	|1              	|  9.4881e-06     	|  5.7052e-07     	|
configure_callbacks                	|  6.1512e-06     	|1              	|  6.1512e-06     	|  3.6987e-07     	|
configure_sharded_model            	|  5.0492e-06     	|1              	|  5.0492e-06     	|  3.0361e-07     	|
on_train_dataloader                	|  4.3591e-06     	|1              	|  4.3591e-06     	|  2.6211e-07     	|
on_val_dataloader                  	|  4.258e-06      	|1              	|  4.258e-06      	|  2.5604e-07     	|
