FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  724.42         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5049         	|200            	|  700.98         	|  96.765         	|
run_training_batch                 	|  0.30446        	|1000           	|  304.46         	|  42.028         	|
optimizer_step_with_closure_0      	|  0.30024        	|1000           	|  300.24         	|  41.446         	|
training_step_and_backward         	|  0.23272        	|1000           	|  232.72         	|  32.125         	|
model_forward                      	|  0.11707        	|1000           	|  117.07         	|  16.161         	|
training_step                      	|  0.11685        	|1000           	|  116.85         	|  16.13          	|
backward                           	|  0.11394        	|1000           	|  113.94         	|  15.728         	|
get_train_batch                    	|  0.061673       	|1200           	|  74.008         	|  10.216         	|
fetch_next_train_batch             	|  0.061639       	|1200           	|  73.967         	|  10.211         	|
on_train_batch_end                 	|  0.0026463      	|1000           	|  2.6463         	|  0.3653         	|
zero_grad                          	|  0.0016546      	|1000           	|  1.6546         	|  0.2284         	|
training_batch_to_device           	|  0.00050395     	|1000           	|  0.50395        	|  0.069567       	|
on_train_batch_start               	|  0.00011178     	|1000           	|  0.11178        	|  0.015431       	|
on_train_end                       	|  0.087023       	|1              	|  0.087023       	|  0.012013       	|
on_train_epoch_start               	|  0.00037378     	|200            	|  0.074757       	|  0.01032        	|
on_train_epoch_end                 	|  0.00034532     	|200            	|  0.069063       	|  0.0095337      	|
on_batch_start                     	|  3.4549e-05     	|1000           	|  0.034549       	|  0.0047692      	|
on_after_backward                  	|  3.3433e-05     	|1000           	|  0.033433       	|  0.0046151      	|
configure_optimizers               	|  0.025337       	|1              	|  0.025337       	|  0.0034976      	|
on_pretrain_routine_start          	|  0.022665       	|1              	|  0.022665       	|  0.0031288      	|
on_before_zero_grad                	|  2.2174e-05     	|1000           	|  0.022174       	|  0.0030609      	|
on_batch_end                       	|  1.6958e-05     	|1000           	|  0.016958       	|  0.002341       	|
on_before_optimizer_step           	|  1.6387e-05     	|1000           	|  0.016387       	|  0.0022621      	|
on_before_backward                 	|  1.428e-05      	|1000           	|  0.01428        	|  0.0019713      	|
training_step_end                  	|  9.0562e-06     	|1000           	|  0.0090562      	|  0.0012501      	|
on_epoch_end                       	|  1.291e-05      	|200            	|  0.002582       	|  0.00035642     	|
on_epoch_start                     	|  1.1672e-05     	|200            	|  0.0023344      	|  0.00032224     	|
on_train_start                     	|  0.0012509      	|1              	|  0.0012509      	|  0.00017267     	|
on_fit_end                         	|  6.6567e-05     	|1              	|  6.6567e-05     	|  9.1891e-06     	|
on_fit_start                       	|  4.5503e-05     	|1              	|  4.5503e-05     	|  6.2813e-06     	|
setup                              	|  3.2643e-05     	|1              	|  3.2643e-05     	|  4.5061e-06     	|
on_before_accelerator_backend_setup	|  2.7986e-05     	|1              	|  2.7986e-05     	|  3.8633e-06     	|
on_configure_sharded_model         	|  2.5965e-05     	|1              	|  2.5965e-05     	|  3.5843e-06     	|
teardown                           	|  2.0906e-05     	|1              	|  2.0906e-05     	|  2.886e-06      	|
on_pretrain_routine_end            	|  1.2124e-05     	|1              	|  1.2124e-05     	|  1.6736e-06     	|
prepare_data                       	|  1.1653e-05     	|1              	|  1.1653e-05     	|  1.6086e-06     	|
on_train_dataloader                	|  9.3319e-06     	|1              	|  9.3319e-06     	|  1.2882e-06     	|
configure_sharded_model            	|  9.1009e-06     	|1              	|  9.1009e-06     	|  1.2563e-06     	|
on_val_dataloader                  	|  8.3838e-06     	|1              	|  8.3838e-06     	|  1.1573e-06     	|
configure_callbacks                	|  7.296e-06      	|1              	|  7.296e-06      	|  1.0072e-06     	|
