FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  391.93         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.845         	|25             	|  371.12         	|  94.689         	|
run_training_batch                 	|  0.29433        	|1000           	|  294.33         	|  75.096         	|
optimizer_step_with_closure_0      	|  0.28949        	|1000           	|  289.49         	|  73.863         	|
training_step_and_backward         	|  0.22518        	|1000           	|  225.18         	|  57.453         	|
backward                           	|  0.11512        	|1000           	|  115.12         	|  29.373         	|
model_forward                      	|  0.10848        	|1000           	|  108.48         	|  27.677         	|
training_step                      	|  0.10827        	|1000           	|  108.27         	|  27.626         	|
get_train_batch                    	|  0.010958       	|1025           	|  11.232         	|  2.8657         	|
fetch_next_train_batch             	|  0.010933       	|1025           	|  11.206         	|  2.8592         	|
on_train_batch_end                 	|  0.0027761      	|1000           	|  2.7761         	|  0.70831        	|
zero_grad                          	|  0.0015445      	|1000           	|  1.5445         	|  0.39407        	|
configure_optimizers               	|  0.56531        	|1              	|  0.56531        	|  0.14423        	|
training_batch_to_device           	|  0.00029579     	|1000           	|  0.29579        	|  0.07547        	|
on_train_batch_start               	|  9.5799e-05     	|1000           	|  0.095799       	|  0.024443       	|
on_train_end                       	|  0.046776       	|1              	|  0.046776       	|  0.011935       	|
on_after_backward                  	|  2.9384e-05     	|1000           	|  0.029384       	|  0.0074972      	|
on_pretrain_routine_start          	|  0.022712       	|1              	|  0.022712       	|  0.0057949      	|
on_batch_start                     	|  2.1618e-05     	|1000           	|  0.021618       	|  0.0055158      	|
on_before_zero_grad                	|  1.8095e-05     	|1000           	|  0.018095       	|  0.0046169      	|
on_batch_end                       	|  1.6101e-05     	|1000           	|  0.016101       	|  0.004108       	|
on_before_backward                 	|  1.5603e-05     	|1000           	|  0.015603       	|  0.0039811      	|
on_before_optimizer_step           	|  1.422e-05      	|1000           	|  0.01422        	|  0.0036281      	|
on_train_epoch_end                 	|  0.00045942     	|25             	|  0.011485       	|  0.0029304      	|
on_train_epoch_start               	|  0.00041605     	|25             	|  0.010401       	|  0.0026538      	|
training_step_end                  	|  7.5461e-06     	|1000           	|  0.0075461      	|  0.0019253      	|
on_train_start                     	|  0.0007803      	|1              	|  0.0007803      	|  0.00019909     	|
on_epoch_end                       	|  1.3505e-05     	|25             	|  0.00033762     	|  8.6142e-05     	|
on_epoch_start                     	|  1.1645e-05     	|25             	|  0.00029112     	|  7.4277e-05     	|
on_fit_end                         	|  2.5868e-05     	|1              	|  2.5868e-05     	|  6.6002e-06     	|
setup                              	|  2.5172e-05     	|1              	|  2.5172e-05     	|  6.4224e-06     	|
on_configure_sharded_model         	|  2.3484e-05     	|1              	|  2.3484e-05     	|  5.9919e-06     	|
on_fit_start                       	|  2.0271e-05     	|1              	|  2.0271e-05     	|  5.1721e-06     	|
on_before_accelerator_backend_setup	|  2.0172e-05     	|1              	|  2.0172e-05     	|  5.1469e-06     	|
teardown                           	|  1.6337e-05     	|1              	|  1.6337e-05     	|  4.1684e-06     	|
on_pretrain_routine_end            	|  1.4413e-05     	|1              	|  1.4413e-05     	|  3.6774e-06     	|
configure_sharded_model            	|  1.2912e-05     	|1              	|  1.2912e-05     	|  3.2944e-06     	|
prepare_data                       	|  8.3223e-06     	|1              	|  8.3223e-06     	|  2.1234e-06     	|
on_train_dataloader                	|  7.4767e-06     	|1              	|  7.4767e-06     	|  1.9076e-06     	|
on_val_dataloader                  	|  6.9384e-06     	|1              	|  6.9384e-06     	|  1.7703e-06     	|
configure_callbacks                	|  6.3833e-06     	|1              	|  6.3833e-06     	|  1.6287e-06     	|
