FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1535.9         	|  100 %          	|
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run_training_epoch                 	|  72.032         	|21             	|  1512.7         	|  98.489         	|
run_training_batch                 	|  0.18533        	|8000           	|  1482.7         	|  96.536         	|
training_step_and_backward         	|  0.17537        	|8000           	|  1403.0         	|  91.348         	|
model_forward                      	|  0.09361        	|8000           	|  748.88         	|  48.759         	|
training_step                      	|  0.09348        	|8000           	|  747.84         	|  48.691         	|
backward                           	|  0.081583       	|8000           	|  652.66         	|  42.495         	|
optimizer_step_with_closure_0      	|  0.23314        	|1000           	|  233.14         	|  15.179         	|
get_train_batch                    	|  0.0018161      	|8021           	|  14.567         	|  0.94842        	|
fetch_next_train_batch             	|  0.0018001      	|8021           	|  14.438         	|  0.94007        	|
on_train_batch_end                 	|  0.0010662      	|8000           	|  8.5299         	|  0.55538        	|
training_batch_to_device           	|  0.00021122     	|8000           	|  1.6897         	|  0.11002        	|
zero_grad                          	|  0.0012883      	|1000           	|  1.2883         	|  0.08388        	|
on_train_batch_start               	|  8.9855e-05     	|8000           	|  0.71884        	|  0.046803       	|
on_batch_start                     	|  1.4339e-05     	|8000           	|  0.11471        	|  0.007469       	|
on_batch_end                       	|  1.3054e-05     	|8000           	|  0.10444        	|  0.0067998      	|
on_before_backward                 	|  1.2774e-05     	|8000           	|  0.10219        	|  0.0066538      	|
on_after_backward                  	|  1.2009e-05     	|8000           	|  0.096075       	|  0.0062554      	|
training_step_end                  	|  6.0104e-06     	|8000           	|  0.048083       	|  0.0031307      	|
on_train_end                       	|  0.026032       	|1              	|  0.026032       	|  0.0016949      	|
on_pretrain_routine_start          	|  0.022693       	|1              	|  0.022693       	|  0.0014775      	|
on_before_zero_grad                	|  1.4796e-05     	|1000           	|  0.014796       	|  0.00096338     	|
on_before_optimizer_step           	|  1.1321e-05     	|1000           	|  0.011321       	|  0.00073709     	|
configure_optimizers               	|  0.0086952      	|1              	|  0.0086952      	|  0.00056614     	|
on_train_epoch_start               	|  0.00027536     	|21             	|  0.0057826      	|  0.0003765      	|
on_train_epoch_end                 	|  0.00026116     	|21             	|  0.0054843      	|  0.00035708     	|
on_train_start                     	|  0.00070436     	|1              	|  0.00070436     	|  4.5861e-05     	|
on_epoch_start                     	|  1.087e-05      	|21             	|  0.00022826     	|  1.4862e-05     	|
on_epoch_end                       	|  1.0114e-05     	|21             	|  0.00021239     	|  1.3828e-05     	|
on_before_accelerator_backend_setup	|  2.3543e-05     	|1              	|  2.3543e-05     	|  1.5329e-06     	|
on_fit_end                         	|  2.3223e-05     	|1              	|  2.3223e-05     	|  1.512e-06      	|
on_fit_start                       	|  1.7733e-05     	|1              	|  1.7733e-05     	|  1.1546e-06     	|
setup                              	|  1.3605e-05     	|1              	|  1.3605e-05     	|  8.8581e-07     	|
on_configure_sharded_model         	|  1.3385e-05     	|1              	|  1.3385e-05     	|  8.7149e-07     	|
teardown                           	|  1.067e-05      	|1              	|  1.067e-05      	|  6.9471e-07     	|
on_pretrain_routine_end            	|  1.0249e-05     	|1              	|  1.0249e-05     	|  6.6731e-07     	|
prepare_data                       	|  9.347e-06      	|1              	|  9.347e-06      	|  6.0858e-07     	|
configure_callbacks                	|  6.662e-06      	|1              	|  6.662e-06      	|  4.3376e-07     	|
on_val_dataloader                  	|  4.6389e-06     	|1              	|  4.6389e-06     	|  3.0204e-07     	|
configure_sharded_model            	|  4.4892e-06     	|1              	|  4.4892e-06     	|  2.9229e-07     	|
on_train_dataloader                	|  4.048e-06      	|1              	|  4.048e-06      	|  2.6356e-07     	|
