FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  464.95         	|  100 %          	|
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run_training_epoch                 	|  6.9649         	|63             	|  438.79         	|  94.373         	|
run_training_batch                 	|  0.28819        	|1000           	|  288.19         	|  61.984         	|
optimizer_step_with_closure_0      	|  0.28482        	|1000           	|  284.82         	|  61.258         	|
training_step_and_backward         	|  0.22077        	|1000           	|  220.77         	|  47.483         	|
model_forward                      	|  0.10969        	|1000           	|  109.69         	|  23.591         	|
backward                           	|  0.10955        	|1000           	|  109.55         	|  23.562         	|
training_step                      	|  0.10946        	|1000           	|  109.46         	|  23.543         	|
get_train_batch                    	|  0.027085       	|1063           	|  28.791         	|  6.1924         	|
fetch_next_train_batch             	|  0.027059       	|1063           	|  28.764         	|  6.1865         	|
on_train_batch_end                 	|  0.002565       	|1000           	|  2.565          	|  0.55167        	|
zero_grad                          	|  0.0014947      	|1000           	|  1.4947         	|  0.32148        	|
training_batch_to_device           	|  0.00028152     	|1000           	|  0.28152        	|  0.060548       	|
on_train_batch_start               	|  9.7739e-05     	|1000           	|  0.097739       	|  0.021021       	|
on_train_end                       	|  0.077828       	|1              	|  0.077828       	|  0.016739       	|
on_train_epoch_end                 	|  0.00044211     	|63             	|  0.027853       	|  0.0059906      	|
configure_optimizers               	|  0.027353       	|1              	|  0.027353       	|  0.0058831      	|
on_after_backward                  	|  2.6809e-05     	|1000           	|  0.026809       	|  0.005766       	|
on_train_epoch_start               	|  0.00041779     	|63             	|  0.026321       	|  0.005661       	|
on_batch_start                     	|  2.4395e-05     	|1000           	|  0.024395       	|  0.0052468      	|
on_pretrain_routine_start          	|  0.022092       	|1              	|  0.022092       	|  0.0047514      	|
on_before_zero_grad                	|  2.0356e-05     	|1000           	|  0.020356       	|  0.0043781      	|
on_batch_end                       	|  1.6641e-05     	|1000           	|  0.016641       	|  0.0035791      	|
on_before_optimizer_step           	|  1.3883e-05     	|1000           	|  0.013883       	|  0.0029859      	|
on_before_backward                 	|  1.3336e-05     	|1000           	|  0.013336       	|  0.0028683      	|
training_step_end                  	|  7.3227e-06     	|1000           	|  0.0073227      	|  0.0015749      	|
on_train_start                     	|  0.001017       	|1              	|  0.001017       	|  0.00021874     	|
on_epoch_end                       	|  1.2415e-05     	|63             	|  0.00078214     	|  0.00016822     	|
on_epoch_start                     	|  1.1429e-05     	|63             	|  0.00072004     	|  0.00015487     	|
on_fit_start                       	|  4.0136e-05     	|1              	|  4.0136e-05     	|  8.6324e-06     	|
on_fit_end                         	|  3.0512e-05     	|1              	|  3.0512e-05     	|  6.5624e-06     	|
setup                              	|  3.0117e-05     	|1              	|  3.0117e-05     	|  6.4775e-06     	|
on_before_accelerator_backend_setup	|  2.9214e-05     	|1              	|  2.9214e-05     	|  6.2832e-06     	|
on_configure_sharded_model         	|  2.6364e-05     	|1              	|  2.6364e-05     	|  5.6703e-06     	|
on_pretrain_routine_end            	|  1.9126e-05     	|1              	|  1.9126e-05     	|  4.1135e-06     	|
teardown                           	|  1.6751e-05     	|1              	|  1.6751e-05     	|  3.6027e-06     	|
prepare_data                       	|  1.0831e-05     	|1              	|  1.0831e-05     	|  2.3296e-06     	|
configure_callbacks                	|  1.0438e-05     	|1              	|  1.0438e-05     	|  2.245e-06      	|
configure_sharded_model            	|  8.9444e-06     	|1              	|  8.9444e-06     	|  1.9237e-06     	|
on_train_dataloader                	|  7.851e-06      	|1              	|  7.851e-06      	|  1.6886e-06     	|
on_val_dataloader                  	|  7.4524e-06     	|1              	|  7.4524e-06     	|  1.6028e-06     	|
