FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  714.26         	|  100 %          	|
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run_training_epoch                 	|  4.1533         	|167            	|  693.61         	|  97.108         	|
run_training_batch                 	|  0.24488        	|1000           	|  244.88         	|  34.285         	|
optimizer_step_with_closure_0      	|  0.24268        	|1000           	|  242.68         	|  33.977         	|
training_step_and_backward         	|  0.18171        	|1000           	|  181.71         	|  25.44          	|
model_forward                      	|  0.094052       	|1000           	|  94.052         	|  13.168         	|
training_step                      	|  0.09388        	|1000           	|  93.88          	|  13.144         	|
backward                           	|  0.086365       	|1000           	|  86.365         	|  12.092         	|
get_train_batch                    	|  0.067876       	|1167           	|  79.211         	|  11.09          	|
fetch_next_train_batch             	|  0.067849       	|1167           	|  79.18          	|  11.086         	|
on_train_batch_end                 	|  0.0016263      	|1000           	|  1.6263         	|  0.22769        	|
zero_grad                          	|  0.0012631      	|1000           	|  1.2631         	|  0.17684        	|
training_batch_to_device           	|  0.00039597     	|1000           	|  0.39597        	|  0.055437       	|
on_train_batch_start               	|  0.00016978     	|1000           	|  0.16978        	|  0.023771       	|
on_batch_start                     	|  9.2553e-05     	|1000           	|  0.092553       	|  0.012958       	|
on_train_end                       	|  0.064197       	|1              	|  0.064197       	|  0.0089879      	|
on_train_epoch_start               	|  0.0003085      	|167            	|  0.05152        	|  0.007213       	|
on_train_epoch_end                 	|  0.00030206     	|167            	|  0.050444       	|  0.0070624      	|
configure_optimizers               	|  0.031918       	|1              	|  0.031918       	|  0.0044687      	|
on_pretrain_routine_start          	|  0.021299       	|1              	|  0.021299       	|  0.0029819      	|
on_after_backward                  	|  1.8463e-05     	|1000           	|  0.018463       	|  0.0025848      	|
on_before_zero_grad                	|  1.5879e-05     	|1000           	|  0.015879       	|  0.0022232      	|
on_batch_end                       	|  1.3994e-05     	|1000           	|  0.013994       	|  0.0019593      	|
on_before_optimizer_step           	|  1.1483e-05     	|1000           	|  0.011483       	|  0.0016077      	|
on_before_backward                 	|  1.1239e-05     	|1000           	|  0.011239       	|  0.0015735      	|
training_step_end                  	|  6.3863e-06     	|1000           	|  0.0063863      	|  0.00089412     	|
on_epoch_start                     	|  1.1147e-05     	|167            	|  0.0018616      	|  0.00026064     	|
on_epoch_end                       	|  1.0694e-05     	|167            	|  0.0017859      	|  0.00025003     	|
on_train_start                     	|  0.0016766      	|1              	|  0.0016766      	|  0.00023474     	|
on_fit_end                         	|  0.00010226     	|1              	|  0.00010226     	|  1.4317e-05     	|
on_fit_start                       	|  4.4839e-05     	|1              	|  4.4839e-05     	|  6.2777e-06     	|
setup                              	|  3.7285e-05     	|1              	|  3.7285e-05     	|  5.22e-06       	|
on_before_accelerator_backend_setup	|  2.9054e-05     	|1              	|  2.9054e-05     	|  4.0676e-06     	|
on_configure_sharded_model         	|  2.3609e-05     	|1              	|  2.3609e-05     	|  3.3054e-06     	|
teardown                           	|  1.6024e-05     	|1              	|  1.6024e-05     	|  2.2435e-06     	|
on_pretrain_routine_end            	|  1.1697e-05     	|1              	|  1.1697e-05     	|  1.6377e-06     	|
configure_callbacks                	|  9.3821e-06     	|1              	|  9.3821e-06     	|  1.3135e-06     	|
prepare_data                       	|  9.371e-06      	|1              	|  9.371e-06      	|  1.312e-06      	|
on_val_dataloader                  	|  7.1879e-06     	|1              	|  7.1879e-06     	|  1.0063e-06     	|
configure_sharded_model            	|  6.428e-06      	|1              	|  6.428e-06      	|  8.9995e-07     	|
on_train_dataloader                	|  5.642e-06      	|1              	|  5.642e-06      	|  7.899e-07      	|
