FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1533.7         	|  100 %          	|
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run_training_epoch                 	|  71.927         	|21             	|  1510.5         	|  98.487         	|
run_training_batch                 	|  0.18504        	|8000           	|  1480.3         	|  96.521         	|
training_step_and_backward         	|  0.17507        	|8000           	|  1400.5         	|  91.318         	|
model_forward                      	|  0.094012       	|8000           	|  752.09         	|  49.038         	|
training_step                      	|  0.093884       	|8000           	|  751.07         	|  48.972         	|
backward                           	|  0.080879       	|8000           	|  647.03         	|  42.188         	|
optimizer_step_with_closure_0      	|  0.23207        	|1000           	|  232.07         	|  15.131         	|
get_train_batch                    	|  0.0018262      	|8021           	|  14.648         	|  0.95507        	|
fetch_next_train_batch             	|  0.0018103      	|8021           	|  14.52          	|  0.94675        	|
on_train_batch_end                 	|  0.0010753      	|8000           	|  8.6023         	|  0.56089        	|
training_batch_to_device           	|  0.00021008     	|8000           	|  1.6806         	|  0.10958        	|
zero_grad                          	|  0.0012686      	|1000           	|  1.2686         	|  0.082717       	|
on_train_batch_start               	|  8.9812e-05     	|8000           	|  0.7185         	|  0.046848       	|
on_batch_start                     	|  1.4487e-05     	|8000           	|  0.11589        	|  0.0075566      	|
on_batch_end                       	|  1.3075e-05     	|8000           	|  0.1046         	|  0.0068202      	|
on_before_backward                 	|  1.2759e-05     	|8000           	|  0.10207        	|  0.0066554      	|
on_after_backward                  	|  1.1963e-05     	|8000           	|  0.095704       	|  0.0062401      	|
training_step_end                  	|  5.6924e-06     	|8000           	|  0.045539       	|  0.0029693      	|
on_train_end                       	|  0.025366       	|1              	|  0.025366       	|  0.0016539      	|
on_pretrain_routine_start          	|  0.022536       	|1              	|  0.022536       	|  0.0014694      	|
on_before_zero_grad                	|  1.3583e-05     	|1000           	|  0.013583       	|  0.00088563     	|
on_before_optimizer_step           	|  1.1283e-05     	|1000           	|  0.011283       	|  0.00073569     	|
configure_optimizers               	|  0.0088803      	|1              	|  0.0088803      	|  0.00057902     	|
on_train_epoch_start               	|  0.00028187     	|21             	|  0.0059193      	|  0.00038595     	|
on_train_epoch_end                 	|  0.00025811     	|21             	|  0.0054203      	|  0.00035342     	|
on_train_start                     	|  0.00082265     	|1              	|  0.00082265     	|  5.3639e-05     	|
on_epoch_start                     	|  1.0863e-05     	|21             	|  0.00022812     	|  1.4874e-05     	|
on_epoch_end                       	|  1.0592e-05     	|21             	|  0.00022243     	|  1.4503e-05     	|
on_before_accelerator_backend_setup	|  2.3454e-05     	|1              	|  2.3454e-05     	|  1.5293e-06     	|
on_fit_end                         	|  2.107e-05      	|1              	|  2.107e-05      	|  1.3738e-06     	|
on_fit_start                       	|  1.7112e-05     	|1              	|  1.7112e-05     	|  1.1158e-06     	|
setup                              	|  1.3786e-05     	|1              	|  1.3786e-05     	|  8.9888e-07     	|
on_configure_sharded_model         	|  1.3646e-05     	|1              	|  1.3646e-05     	|  8.8975e-07     	|
teardown                           	|  1.1201e-05     	|1              	|  1.1201e-05     	|  7.3034e-07     	|
on_pretrain_routine_end            	|  1.0009e-05     	|1              	|  1.0009e-05     	|  6.5261e-07     	|
configure_callbacks                	|  8.245e-06      	|1              	|  8.245e-06      	|  5.376e-07      	|
prepare_data                       	|  8.1749e-06     	|1              	|  8.1749e-06     	|  5.3303e-07     	|
configure_sharded_model            	|  5.0999e-06     	|1              	|  5.0999e-06     	|  3.3253e-07     	|
on_val_dataloader                  	|  4.4091e-06     	|1              	|  4.4091e-06     	|  2.8749e-07     	|
on_train_dataloader                	|  4.078e-06      	|1              	|  4.078e-06      	|  2.659e-07      	|
