FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  330.6          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.143         	|21             	|  318.0          	|  96.191         	|
run_training_batch                 	|  0.30483        	|1000           	|  304.83         	|  92.206         	|
optimizer_step_with_closure_0      	|  0.30289        	|1000           	|  302.89         	|  91.62          	|
training_step_and_backward         	|  0.23162        	|1000           	|  231.62         	|  70.061         	|
backward                           	|  0.11621        	|1000           	|  116.21         	|  35.151         	|
model_forward                      	|  0.11394        	|1000           	|  113.94         	|  34.466         	|
training_step                      	|  0.11377        	|1000           	|  113.77         	|  34.413         	|
get_train_batch                    	|  0.0044537      	|1021           	|  4.5472         	|  1.3755         	|
fetch_next_train_batch             	|  0.0044346      	|1021           	|  4.5277         	|  1.3696         	|
on_train_batch_end                 	|  0.0014723      	|1000           	|  1.4723         	|  0.44535        	|
zero_grad                          	|  0.0014436      	|1000           	|  1.4436         	|  0.43666        	|
training_batch_to_device           	|  0.00026741     	|1000           	|  0.26741        	|  0.080887       	|
on_train_batch_start               	|  0.00010428     	|1000           	|  0.10428        	|  0.031542       	|
on_train_end                       	|  0.025327       	|1              	|  0.025327       	|  0.0076608      	|
on_pretrain_routine_start          	|  0.022005       	|1              	|  0.022005       	|  0.0066561      	|
on_batch_start                     	|  1.8355e-05     	|1000           	|  0.018355       	|  0.0055522      	|
on_after_backward                  	|  1.6464e-05     	|1000           	|  0.016464       	|  0.0049801      	|
on_batch_end                       	|  1.4063e-05     	|1000           	|  0.014063       	|  0.0042537      	|
on_before_zero_grad                	|  1.3133e-05     	|1000           	|  0.013133       	|  0.0039726      	|
on_before_optimizer_step           	|  1.2983e-05     	|1000           	|  0.012983       	|  0.0039272      	|
on_before_backward                 	|  1.1509e-05     	|1000           	|  0.011509       	|  0.0034813      	|
on_train_epoch_start               	|  0.00042514     	|21             	|  0.008928       	|  0.0027006      	|
on_train_epoch_end                 	|  0.00040768     	|21             	|  0.0085612      	|  0.0025896      	|
configure_optimizers               	|  0.007847       	|1              	|  0.007847       	|  0.0023736      	|
training_step_end                  	|  6.7865e-06     	|1000           	|  0.0067865      	|  0.0020528      	|
on_train_start                     	|  0.0016008      	|1              	|  0.0016008      	|  0.00048422     	|
on_epoch_start                     	|  1.0202e-05     	|21             	|  0.00021425     	|  6.4806e-05     	|
on_epoch_end                       	|  9.974e-06      	|21             	|  0.00020945     	|  6.3356e-05     	|
on_fit_end                         	|  3.1272e-05     	|1              	|  3.1272e-05     	|  9.4592e-06     	|
setup                              	|  2.2329e-05     	|1              	|  2.2329e-05     	|  6.7541e-06     	|
on_before_accelerator_backend_setup	|  2.0844e-05     	|1              	|  2.0844e-05     	|  6.305e-06      	|
on_pretrain_routine_end            	|  1.7642e-05     	|1              	|  1.7642e-05     	|  5.3364e-06     	|
on_configure_sharded_model         	|  1.7436e-05     	|1              	|  1.7436e-05     	|  5.2741e-06     	|
on_fit_start                       	|  1.6189e-05     	|1              	|  1.6189e-05     	|  4.8969e-06     	|
teardown                           	|  1.0757e-05     	|1              	|  1.0757e-05     	|  3.2538e-06     	|
prepare_data                       	|  9.161e-06      	|1              	|  9.161e-06      	|  2.771e-06      	|
on_val_dataloader                  	|  6.684e-06      	|1              	|  6.684e-06      	|  2.0218e-06     	|
configure_sharded_model            	|  6.056e-06      	|1              	|  6.056e-06      	|  1.8318e-06     	|
on_train_dataloader                	|  5.946e-06      	|1              	|  5.946e-06      	|  1.7985e-06     	|
configure_callbacks                	|  5.348e-06      	|1              	|  5.348e-06      	|  1.6177e-06     	|
