FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  405.88         	|  100 %          	|
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run_training_epoch                 	|  6.068          	|63             	|  382.28         	|  94.187         	|
run_training_batch                 	|  0.27395        	|1000           	|  273.95         	|  67.495         	|
optimizer_step_with_closure_0      	|  0.26945        	|1000           	|  269.45         	|  66.389         	|
training_step_and_backward         	|  0.20249        	|1000           	|  202.49         	|  49.89          	|
model_forward                      	|  0.10702        	|1000           	|  107.02         	|  26.369         	|
training_step                      	|  0.10683        	|1000           	|  106.83         	|  26.321         	|
backward                           	|  0.093885       	|1000           	|  93.885         	|  23.131         	|
get_train_batch                    	|  0.021854       	|1063           	|  23.231         	|  5.7237         	|
fetch_next_train_batch             	|  0.021829       	|1063           	|  23.205         	|  5.7172         	|
on_train_batch_end                 	|  0.0022978      	|1000           	|  2.2978         	|  0.56613        	|
zero_grad                          	|  0.0015476      	|1000           	|  1.5476         	|  0.38129        	|
training_batch_to_device           	|  0.00026386     	|1000           	|  0.26386        	|  0.06501        	|
on_train_batch_start               	|  9.4118e-05     	|1000           	|  0.094118       	|  0.023189       	|
on_train_end                       	|  0.044948       	|1              	|  0.044948       	|  0.011074       	|
on_after_backward                  	|  2.6028e-05     	|1000           	|  0.026028       	|  0.0064128      	|
on_train_epoch_start               	|  0.00036247     	|63             	|  0.022836       	|  0.0056263      	|
on_pretrain_routine_start          	|  0.022653       	|1              	|  0.022653       	|  0.0055813      	|
on_batch_start                     	|  2.2061e-05     	|1000           	|  0.022061       	|  0.0054355      	|
on_train_epoch_end                 	|  0.00034998     	|63             	|  0.022049       	|  0.0054324      	|
on_before_zero_grad                	|  1.7929e-05     	|1000           	|  0.017929       	|  0.0044173      	|
on_batch_end                       	|  1.7417e-05     	|1000           	|  0.017417       	|  0.0042911      	|
on_before_backward                 	|  1.4297e-05     	|1000           	|  0.014297       	|  0.0035226      	|
on_before_optimizer_step           	|  1.3671e-05     	|1000           	|  0.013671       	|  0.0033682      	|
configure_optimizers               	|  0.011291       	|1              	|  0.011291       	|  0.002782       	|
training_step_end                  	|  7.1854e-06     	|1000           	|  0.0071854      	|  0.0017703      	|
on_train_start                     	|  0.0012668      	|1              	|  0.0012668      	|  0.00031211     	|
on_epoch_end                       	|  1.1628e-05     	|63             	|  0.00073254     	|  0.00018048     	|
on_epoch_start                     	|  1.118e-05      	|63             	|  0.00070432     	|  0.00017353     	|
on_fit_start                       	|  4.2258e-05     	|1              	|  4.2258e-05     	|  1.0412e-05     	|
on_fit_end                         	|  3.5012e-05     	|1              	|  3.5012e-05     	|  8.6263e-06     	|
on_pretrain_routine_end            	|  2.6701e-05     	|1              	|  2.6701e-05     	|  6.5786e-06     	|
setup                              	|  2.4769e-05     	|1              	|  2.4769e-05     	|  6.1027e-06     	|
on_before_accelerator_backend_setup	|  2.2355e-05     	|1              	|  2.2355e-05     	|  5.508e-06      	|
on_configure_sharded_model         	|  2.113e-05      	|1              	|  2.113e-05      	|  5.206e-06      	|
teardown                           	|  1.606e-05      	|1              	|  1.606e-05      	|  3.9568e-06     	|
prepare_data                       	|  1.1362e-05     	|1              	|  1.1362e-05     	|  2.7994e-06     	|
configure_callbacks                	|  7.9684e-06     	|1              	|  7.9684e-06     	|  1.9633e-06     	|
on_train_dataloader                	|  7.7356e-06     	|1              	|  7.7356e-06     	|  1.9059e-06     	|
configure_sharded_model            	|  7.7039e-06     	|1              	|  7.7039e-06     	|  1.8981e-06     	|
on_val_dataloader                  	|  6.8434e-06     	|1              	|  6.8434e-06     	|  1.6861e-06     	|
