FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  448.53         	|  100 %          	|
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run_training_epoch                 	|  6.7188         	|63             	|  423.28         	|  94.372         	|
run_training_batch                 	|  0.28697        	|1000           	|  286.97         	|  63.979         	|
optimizer_step_with_closure_0      	|  0.28368        	|1000           	|  283.68         	|  63.246         	|
training_step_and_backward         	|  0.21845        	|1000           	|  218.45         	|  48.705         	|
backward                           	|  0.10861        	|1000           	|  108.61         	|  24.215         	|
model_forward                      	|  0.10831        	|1000           	|  108.31         	|  24.147         	|
training_step                      	|  0.10811        	|1000           	|  108.11         	|  24.102         	|
get_train_batch                    	|  0.025223       	|1063           	|  26.812         	|  5.9777         	|
fetch_next_train_batch             	|  0.025198       	|1063           	|  26.785         	|  5.9718         	|
on_train_batch_end                 	|  0.0025114      	|1000           	|  2.5114         	|  0.55993        	|
zero_grad                          	|  0.001503       	|1000           	|  1.503          	|  0.3351         	|
training_batch_to_device           	|  0.00036227     	|1000           	|  0.36227        	|  0.080768       	|
on_train_batch_start               	|  9.8333e-05     	|1000           	|  0.098333       	|  0.021923       	|
on_train_end                       	|  0.077758       	|1              	|  0.077758       	|  0.017336       	|
configure_optimizers               	|  0.029305       	|1              	|  0.029305       	|  0.0065335      	|
on_train_epoch_end                 	|  0.0004551      	|63             	|  0.028671       	|  0.0063923      	|
on_after_backward                  	|  2.5734e-05     	|1000           	|  0.025734       	|  0.0057374      	|
on_train_epoch_start               	|  0.00040415     	|63             	|  0.025461       	|  0.0056766      	|
on_pretrain_routine_start          	|  0.025409       	|1              	|  0.025409       	|  0.005665       	|
on_batch_start                     	|  2.2641e-05     	|1000           	|  0.022641       	|  0.0050479      	|
on_before_zero_grad                	|  1.8297e-05     	|1000           	|  0.018297       	|  0.0040793      	|
on_batch_end                       	|  1.6705e-05     	|1000           	|  0.016705       	|  0.0037244      	|
on_before_backward                 	|  1.3027e-05     	|1000           	|  0.013027       	|  0.0029044      	|
on_before_optimizer_step           	|  1.2994e-05     	|1000           	|  0.012994       	|  0.0028971      	|
training_step_end                  	|  7.1845e-06     	|1000           	|  0.0071845      	|  0.0016018      	|
on_train_start                     	|  0.001252       	|1              	|  0.001252       	|  0.00027915     	|
on_epoch_end                       	|  1.1355e-05     	|63             	|  0.00071537     	|  0.00015949     	|
on_epoch_start                     	|  1.1278e-05     	|63             	|  0.00071053     	|  0.00015841     	|
on_fit_start                       	|  4.7257e-05     	|1              	|  4.7257e-05     	|  1.0536e-05     	|
on_before_accelerator_backend_setup	|  3.1896e-05     	|1              	|  3.1896e-05     	|  7.1112e-06     	|
on_fit_end                         	|  2.9303e-05     	|1              	|  2.9303e-05     	|  6.5332e-06     	|
on_configure_sharded_model         	|  2.2313e-05     	|1              	|  2.2313e-05     	|  4.9746e-06     	|
setup                              	|  2.218e-05      	|1              	|  2.218e-05      	|  4.9451e-06     	|
on_pretrain_routine_end            	|  2.1491e-05     	|1              	|  2.1491e-05     	|  4.7915e-06     	|
teardown                           	|  1.4655e-05     	|1              	|  1.4655e-05     	|  3.2674e-06     	|
prepare_data                       	|  1.1191e-05     	|1              	|  1.1191e-05     	|  2.495e-06      	|
on_train_dataloader                	|  9.4566e-06     	|1              	|  9.4566e-06     	|  2.1084e-06     	|
configure_callbacks                	|  8.6576e-06     	|1              	|  8.6576e-06     	|  1.9302e-06     	|
on_val_dataloader                  	|  8.0168e-06     	|1              	|  8.0168e-06     	|  1.7874e-06     	|
configure_sharded_model            	|  7.8846e-06     	|1              	|  7.8846e-06     	|  1.7579e-06     	|
