FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1553.9         	|  100 %          	|
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run_training_epoch                 	|  72.892         	|21             	|  1530.7         	|  98.507         	|
run_training_batch                 	|  0.18757        	|8000           	|  1500.6         	|  96.567         	|
training_step_and_backward         	|  0.1772         	|8000           	|  1417.6         	|  91.225         	|
model_forward                      	|  0.093598       	|8000           	|  748.79         	|  48.187         	|
training_step                      	|  0.093467       	|8000           	|  747.74         	|  48.119         	|
backward                           	|  0.083408       	|8000           	|  667.26         	|  42.94          	|
optimizer_step_with_closure_0      	|  0.23611        	|1000           	|  236.11         	|  15.194         	|
get_train_batch                    	|  0.0018296      	|8021           	|  14.675         	|  0.94437        	|
fetch_next_train_batch             	|  0.0018137      	|8021           	|  14.548         	|  0.93618        	|
on_train_batch_end                 	|  0.0010757      	|8000           	|  8.6053         	|  0.55378        	|
training_batch_to_device           	|  0.00021114     	|8000           	|  1.6891         	|  0.1087         	|
zero_grad                          	|  0.0013845      	|1000           	|  1.3845         	|  0.089094       	|
on_train_batch_start               	|  8.9417e-05     	|8000           	|  0.71534        	|  0.046034       	|
on_batch_start                     	|  1.434e-05      	|8000           	|  0.11472        	|  0.0073825      	|
on_before_backward                 	|  1.3162e-05     	|8000           	|  0.1053         	|  0.0067764      	|
on_batch_end                       	|  1.2738e-05     	|8000           	|  0.1019         	|  0.0065578      	|
on_after_backward                  	|  1.1085e-05     	|8000           	|  0.088677       	|  0.0057067      	|
training_step_end                  	|  5.3026e-06     	|8000           	|  0.042421       	|  0.0027299      	|
on_train_end                       	|  0.026318       	|1              	|  0.026318       	|  0.0016936      	|
on_pretrain_routine_start          	|  0.023044       	|1              	|  0.023044       	|  0.0014829      	|
on_before_zero_grad                	|  1.3518e-05     	|1000           	|  0.013518       	|  0.00086991     	|
on_before_optimizer_step           	|  1.2307e-05     	|1000           	|  0.012307       	|  0.000792       	|
configure_optimizers               	|  0.0088545      	|1              	|  0.0088545      	|  0.00056981     	|
on_train_epoch_start               	|  0.0002741      	|21             	|  0.0057561      	|  0.00037043     	|
on_train_epoch_end                 	|  0.00026511     	|21             	|  0.0055673      	|  0.00035828     	|
on_train_start                     	|  0.00067193     	|1              	|  0.00067193     	|  4.3241e-05     	|
on_epoch_start                     	|  1.0679e-05     	|21             	|  0.00022426     	|  1.4432e-05     	|
on_epoch_end                       	|  1.0562e-05     	|21             	|  0.00022179     	|  1.4273e-05     	|
on_before_accelerator_backend_setup	|  2.2202e-05     	|1              	|  2.2202e-05     	|  1.4288e-06     	|
on_fit_end                         	|  2.0999e-05     	|1              	|  2.0999e-05     	|  1.3513e-06     	|
on_fit_start                       	|  1.7102e-05     	|1              	|  1.7102e-05     	|  1.1006e-06     	|
on_configure_sharded_model         	|  1.4217e-05     	|1              	|  1.4217e-05     	|  9.1491e-07     	|
setup                              	|  1.3465e-05     	|1              	|  1.3465e-05     	|  8.6652e-07     	|
on_pretrain_routine_end            	|  1.049e-05      	|1              	|  1.049e-05      	|  6.7506e-07     	|
teardown                           	|  1.0119e-05     	|1              	|  1.0119e-05     	|  6.5119e-07     	|
prepare_data                       	|  7.794e-06      	|1              	|  7.794e-06      	|  5.0157e-07     	|
configure_callbacks                	|  6.5931e-06     	|1              	|  6.5931e-06     	|  4.2428e-07     	|
configure_sharded_model            	|  5.3302e-06     	|1              	|  5.3302e-06     	|  3.4301e-07     	|
on_val_dataloader                  	|  4.5879e-06     	|1              	|  4.5879e-06     	|  2.9525e-07     	|
on_train_dataloader                	|  3.987e-06      	|1              	|  3.987e-06      	|  2.5657e-07     	|
