FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  652.09         	|  100 %          	|
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run_training_epoch                 	|  3.7757         	|167            	|  630.55         	|  96.696         	|
run_training_batch                 	|  0.27101        	|1000           	|  271.01         	|  41.56          	|
optimizer_step_with_closure_0      	|  0.26725        	|1000           	|  267.25         	|  40.984         	|
training_step_and_backward         	|  0.20683        	|1000           	|  206.83         	|  31.718         	|
backward                           	|  0.10907        	|1000           	|  109.07         	|  16.726         	|
model_forward                      	|  0.096327       	|1000           	|  96.327         	|  14.772         	|
training_step                      	|  0.09615        	|1000           	|  96.15          	|  14.745         	|
get_train_batch                    	|  0.065164       	|1167           	|  76.046         	|  11.662         	|
fetch_next_train_batch             	|  0.065137       	|1167           	|  76.015         	|  11.657         	|
on_train_batch_end                 	|  0.0019196      	|1000           	|  1.9196         	|  0.29437        	|
zero_grad                          	|  0.001337       	|1000           	|  1.337          	|  0.20504        	|
on_train_end                       	|  0.7023         	|1              	|  0.7023         	|  0.1077         	|
training_batch_to_device           	|  0.00042064     	|1000           	|  0.42064        	|  0.064506       	|
on_train_batch_start               	|  9.5137e-05     	|1000           	|  0.095137       	|  0.014589       	|
on_train_epoch_start               	|  0.00033227     	|167            	|  0.055489       	|  0.0085094      	|
on_train_epoch_end                 	|  0.00032368     	|167            	|  0.054054       	|  0.0082893      	|
configure_optimizers               	|  0.053455       	|1              	|  0.053455       	|  0.0081974      	|
on_batch_start                     	|  4.2146e-05     	|1000           	|  0.042146       	|  0.0064632      	|
on_pretrain_routine_start          	|  0.02244        	|1              	|  0.02244        	|  0.0034413      	|
on_after_backward                  	|  2.019e-05      	|1000           	|  0.02019        	|  0.0030962      	|
on_before_zero_grad                	|  1.6769e-05     	|1000           	|  0.016769       	|  0.0025715      	|
on_batch_end                       	|  1.476e-05      	|1000           	|  0.01476        	|  0.0022636      	|
on_before_optimizer_step           	|  1.168e-05      	|1000           	|  0.01168        	|  0.0017911      	|
on_before_backward                 	|  1.1516e-05     	|1000           	|  0.011516       	|  0.001766       	|
training_step_end                  	|  6.8265e-06     	|1000           	|  0.0068265      	|  0.0010469      	|
on_epoch_end                       	|  1.1235e-05     	|167            	|  0.0018763      	|  0.00028774     	|
on_epoch_start                     	|  1.1174e-05     	|167            	|  0.001866       	|  0.00028616     	|
on_train_start                     	|  0.0017075      	|1              	|  0.0017075      	|  0.00026186     	|
on_fit_end                         	|  6.6783e-05     	|1              	|  6.6783e-05     	|  1.0241e-05     	|
on_fit_start                       	|  4.2601e-05     	|1              	|  4.2601e-05     	|  6.5329e-06     	|
on_before_accelerator_backend_setup	|  2.5157e-05     	|1              	|  2.5157e-05     	|  3.8579e-06     	|
setup                              	|  2.2041e-05     	|1              	|  2.2041e-05     	|  3.38e-06       	|
on_configure_sharded_model         	|  1.9828e-05     	|1              	|  1.9828e-05     	|  3.0406e-06     	|
teardown                           	|  1.7002e-05     	|1              	|  1.7002e-05     	|  2.6073e-06     	|
on_pretrain_routine_end            	|  1.2189e-05     	|1              	|  1.2189e-05     	|  1.8692e-06     	|
configure_callbacks                	|  1.1226e-05     	|1              	|  1.1226e-05     	|  1.7216e-06     	|
prepare_data                       	|  8.3596e-06     	|1              	|  8.3596e-06     	|  1.282e-06      	|
on_train_dataloader                	|  6.9831e-06     	|1              	|  6.9831e-06     	|  1.0709e-06     	|
configure_sharded_model            	|  6.6627e-06     	|1              	|  6.6627e-06     	|  1.0217e-06     	|
on_val_dataloader                  	|  6.6347e-06     	|1              	|  6.6347e-06     	|  1.0175e-06     	|
