FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1248.6         	|  100 %          	|
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run_training_epoch                 	|  2.4559         	|500            	|  1227.9         	|  98.343         	|
run_training_batch                 	|  0.30605        	|1000           	|  306.05         	|  24.511         	|
optimizer_step_with_closure_0      	|  0.30152        	|1000           	|  301.52         	|  24.148         	|
training_step_and_backward         	|  0.23196        	|1000           	|  231.96         	|  18.578         	|
get_train_batch                    	|  0.10758        	|1500           	|  161.38         	|  12.924         	|
fetch_next_train_batch             	|  0.10754        	|1500           	|  161.31         	|  12.919         	|
model_forward                      	|  0.11564        	|1000           	|  115.64         	|  9.2614         	|
training_step                      	|  0.11539        	|1000           	|  115.39         	|  9.2417         	|
backward                           	|  0.11461        	|1000           	|  114.61         	|  9.1787         	|
on_train_batch_end                 	|  0.0024219      	|1000           	|  2.4219         	|  0.19396        	|
zero_grad                          	|  0.0016748      	|1000           	|  1.6748         	|  0.13413        	|
training_batch_to_device           	|  0.00074554     	|1000           	|  0.74554        	|  0.059709       	|
on_train_epoch_end                 	|  0.00034061     	|500            	|  0.1703         	|  0.013639       	|
on_train_epoch_start               	|  0.00033014     	|500            	|  0.16507        	|  0.01322        	|
on_train_batch_start               	|  0.00011098     	|1000           	|  0.11098        	|  0.0088882      	|
on_train_end                       	|  0.064744       	|1              	|  0.064744       	|  0.0051852      	|
on_batch_start                     	|  5.9273e-05     	|1000           	|  0.059273       	|  0.004747       	|
on_after_backward                  	|  2.7146e-05     	|1000           	|  0.027146       	|  0.0021741      	|
on_before_zero_grad                	|  2.4447e-05     	|1000           	|  0.024447       	|  0.0019579      	|
on_pretrain_routine_start          	|  0.023855       	|1              	|  0.023855       	|  0.0019105      	|
on_before_optimizer_step           	|  2.0051e-05     	|1000           	|  0.020051       	|  0.0016059      	|
on_batch_end                       	|  1.8279e-05     	|1000           	|  0.018279       	|  0.0014639      	|
configure_optimizers               	|  0.016899       	|1              	|  0.016899       	|  0.0013534      	|
on_before_backward                 	|  1.62e-05       	|1000           	|  0.0162         	|  0.0012974      	|
training_step_end                  	|  1.0928e-05     	|1000           	|  0.010928       	|  0.00087518     	|
on_epoch_end                       	|  1.1624e-05     	|500            	|  0.0058122      	|  0.00046549     	|
on_epoch_start                     	|  1.1419e-05     	|500            	|  0.0057095      	|  0.00045726     	|
on_train_start                     	|  0.0013059      	|1              	|  0.0013059      	|  0.00010459     	|
on_fit_end                         	|  7.8695e-05     	|1              	|  7.8695e-05     	|  6.3025e-06     	|
on_fit_start                       	|  4.9496e-05     	|1              	|  4.9496e-05     	|  3.964e-06      	|
setup                              	|  3.3932e-05     	|1              	|  3.3932e-05     	|  2.7175e-06     	|
on_before_accelerator_backend_setup	|  3.2434e-05     	|1              	|  3.2434e-05     	|  2.5976e-06     	|
on_configure_sharded_model         	|  2.4321e-05     	|1              	|  2.4321e-05     	|  1.9478e-06     	|
teardown                           	|  1.9664e-05     	|1              	|  1.9664e-05     	|  1.5748e-06     	|
on_pretrain_routine_end            	|  1.6987e-05     	|1              	|  1.6987e-05     	|  1.3605e-06     	|
prepare_data                       	|  1.2709e-05     	|1              	|  1.2709e-05     	|  1.0178e-06     	|
on_train_dataloader                	|  1.266e-05      	|1              	|  1.266e-05      	|  1.0139e-06     	|
on_val_dataloader                  	|  1.2511e-05     	|1              	|  1.2511e-05     	|  1.002e-06      	|
configure_callbacks                	|  9.9093e-06     	|1              	|  9.9093e-06     	|  7.9361e-07     	|
configure_sharded_model            	|  8.6129e-06     	|1              	|  8.6129e-06     	|  6.8979e-07     	|
