FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  364.28         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.4142         	|63             	|  341.09         	|  93.634         	|
run_training_batch                 	|  0.31786        	|1000           	|  317.86         	|  87.257         	|
optimizer_step_with_closure_0      	|  0.31511        	|1000           	|  315.11         	|  86.502         	|
training_step_and_backward         	|  0.23594        	|1000           	|  235.94         	|  64.77          	|
model_forward                      	|  0.14668        	|1000           	|  146.68         	|  40.265         	|
training_step                      	|  0.14654        	|1000           	|  146.54         	|  40.227         	|
backward                           	|  0.087958       	|1000           	|  87.958         	|  24.146         	|
get_train_batch                    	|  0.0073752      	|1063           	|  7.8398         	|  2.1521         	|
fetch_next_train_batch             	|  0.0073568      	|1063           	|  7.8203         	|  2.1468         	|
zero_grad                          	|  0.0012862      	|1000           	|  1.2862         	|  0.35308        	|
on_train_batch_end                 	|  0.0011941      	|1000           	|  1.1941         	|  0.32779        	|
training_batch_to_device           	|  0.00022288     	|1000           	|  0.22288        	|  0.061183       	|
on_train_batch_start               	|  9.069e-05      	|1000           	|  0.09069        	|  0.024896       	|
on_train_end                       	|  0.025295       	|1              	|  0.025295       	|  0.0069439      	|
on_pretrain_routine_start          	|  0.022358       	|1              	|  0.022358       	|  0.0061376      	|
on_train_epoch_end                 	|  0.00029827     	|63             	|  0.018791       	|  0.0051584      	|
on_train_epoch_start               	|  0.00029274     	|63             	|  0.018443       	|  0.0050628      	|
on_batch_start                     	|  1.5756e-05     	|1000           	|  0.015756       	|  0.0043253      	|
on_before_zero_grad                	|  1.3358e-05     	|1000           	|  0.013358       	|  0.0036669      	|
on_batch_end                       	|  1.3172e-05     	|1000           	|  0.013172       	|  0.0036159      	|
on_after_backward                  	|  1.125e-05      	|1000           	|  0.01125        	|  0.0030882      	|
on_before_backward                 	|  1.1079e-05     	|1000           	|  0.011079       	|  0.0030412      	|
on_before_optimizer_step           	|  1.1053e-05     	|1000           	|  0.011053       	|  0.0030342      	|
configure_optimizers               	|  0.0081489      	|1              	|  0.0081489      	|  0.002237       	|
training_step_end                  	|  5.6308e-06     	|1000           	|  0.0056308      	|  0.0015457      	|
on_train_start                     	|  0.00073476     	|1              	|  0.00073476     	|  0.0002017      	|
on_epoch_end                       	|  1.1643e-05     	|63             	|  0.00073354     	|  0.00020137     	|
on_epoch_start                     	|  1.0289e-05     	|63             	|  0.0006482      	|  0.00017794     	|
on_fit_end                         	|  2.5958e-05     	|1              	|  2.5958e-05     	|  7.1258e-06     	|
on_before_accelerator_backend_setup	|  1.8595e-05     	|1              	|  1.8595e-05     	|  5.1046e-06     	|
on_fit_start                       	|  1.5909e-05     	|1              	|  1.5909e-05     	|  4.3672e-06     	|
setup                              	|  1.4216e-05     	|1              	|  1.4216e-05     	|  3.9025e-06     	|
on_configure_sharded_model         	|  1.3815e-05     	|1              	|  1.3815e-05     	|  3.7924e-06     	|
teardown                           	|  1.0379e-05     	|1              	|  1.0379e-05     	|  2.8492e-06     	|
on_pretrain_routine_end            	|  9.347e-06      	|1              	|  9.347e-06      	|  2.5659e-06     	|
prepare_data                       	|  6.8729e-06     	|1              	|  6.8729e-06     	|  1.8867e-06     	|
configure_callbacks                	|  5.37e-06       	|1              	|  5.37e-06       	|  1.4741e-06     	|
on_val_dataloader                  	|  4.999e-06      	|1              	|  4.999e-06      	|  1.3723e-06     	|
on_train_dataloader                	|  4.5679e-06     	|1              	|  4.5679e-06     	|  1.254e-06      	|
configure_sharded_model            	|  4.448e-06      	|1              	|  4.448e-06      	|  1.221e-06      	|
