FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  624.98         	|  100 %          	|
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run_training_epoch                 	|  3.6195         	|167            	|  604.45         	|  96.715         	|
run_training_batch                 	|  0.24484        	|1000           	|  244.84         	|  39.175         	|
optimizer_step_with_closure_0      	|  0.24271        	|1000           	|  242.71         	|  38.835         	|
training_step_and_backward         	|  0.18231        	|1000           	|  182.31         	|  29.17          	|
model_forward                      	|  0.094912       	|1000           	|  94.912         	|  15.186         	|
training_step                      	|  0.094735       	|1000           	|  94.735         	|  15.158         	|
backward                           	|  0.086091       	|1000           	|  86.091         	|  13.775         	|
get_train_batch                    	|  0.065571       	|1167           	|  76.522         	|  12.244         	|
fetch_next_train_batch             	|  0.065545       	|1167           	|  76.491         	|  12.239         	|
on_train_batch_end                 	|  0.001615       	|1000           	|  1.615          	|  0.25841        	|
zero_grad                          	|  0.0012752      	|1000           	|  1.2752         	|  0.20404        	|
training_batch_to_device           	|  0.00033952     	|1000           	|  0.33952        	|  0.054324       	|
on_train_batch_start               	|  9.5857e-05     	|1000           	|  0.095857       	|  0.015338       	|
on_train_epoch_start               	|  0.0003233      	|167            	|  0.053992       	|  0.0086389      	|
on_train_epoch_end                 	|  0.00031717     	|167            	|  0.052967       	|  0.008475       	|
on_train_end                       	|  0.045941       	|1              	|  0.045941       	|  0.0073507      	|
on_batch_start                     	|  2.8276e-05     	|1000           	|  0.028276       	|  0.0045242      	|
on_pretrain_routine_start          	|  0.023678       	|1              	|  0.023678       	|  0.0037886      	|
on_after_backward                  	|  1.8042e-05     	|1000           	|  0.018042       	|  0.0028868      	|
on_before_zero_grad                	|  1.6299e-05     	|1000           	|  0.016299       	|  0.0026079      	|
on_batch_end                       	|  1.4325e-05     	|1000           	|  0.014325       	|  0.0022921      	|
on_before_optimizer_step           	|  1.1939e-05     	|1000           	|  0.011939       	|  0.0019102      	|
on_before_backward                 	|  1.1931e-05     	|1000           	|  0.011931       	|  0.0019091      	|
configure_optimizers               	|  0.010942       	|1              	|  0.010942       	|  0.0017508      	|
training_step_end                  	|  6.6202e-06     	|1000           	|  0.0066202      	|  0.0010593      	|
on_train_start                     	|  0.0020631      	|1              	|  0.0020631      	|  0.0003301      	|
on_epoch_end                       	|  1.1721e-05     	|167            	|  0.0019574      	|  0.00031319     	|
on_epoch_start                     	|  1.1053e-05     	|167            	|  0.0018458      	|  0.00029533     	|
on_fit_end                         	|  5.853e-05      	|1              	|  5.853e-05      	|  9.365e-06      	|
on_fit_start                       	|  4.5739e-05     	|1              	|  4.5739e-05     	|  7.3184e-06     	|
setup                              	|  3.8709e-05     	|1              	|  3.8709e-05     	|  6.1937e-06     	|
on_before_accelerator_backend_setup	|  2.9128e-05     	|1              	|  2.9128e-05     	|  4.6606e-06     	|
on_configure_sharded_model         	|  2.189e-05      	|1              	|  2.189e-05      	|  3.5025e-06     	|
configure_callbacks                	|  1.9446e-05     	|1              	|  1.9446e-05     	|  3.1114e-06     	|
on_pretrain_routine_end            	|  1.6052e-05     	|1              	|  1.6052e-05     	|  2.5684e-06     	|
teardown                           	|  1.5691e-05     	|1              	|  1.5691e-05     	|  2.5106e-06     	|
prepare_data                       	|  9.1437e-06     	|1              	|  9.1437e-06     	|  1.463e-06      	|
on_val_dataloader                  	|  7.8995e-06     	|1              	|  7.8995e-06     	|  1.2639e-06     	|
on_train_dataloader                	|  7.6164e-06     	|1              	|  7.6164e-06     	|  1.2186e-06     	|
configure_sharded_model            	|  6.3218e-06     	|1              	|  6.3218e-06     	|  1.0115e-06     	|
