FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  384.4          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.443         	|25             	|  361.08         	|  93.934         	|
run_training_batch                 	|  0.34856        	|1000           	|  348.56         	|  90.677         	|
optimizer_step_with_closure_0      	|  0.34603        	|1000           	|  346.03         	|  90.019         	|
training_step_and_backward         	|  0.26949        	|1000           	|  269.49         	|  70.107         	|
model_forward                      	|  0.15985        	|1000           	|  159.85         	|  41.585         	|
training_step                      	|  0.15972        	|1000           	|  159.72         	|  41.549         	|
backward                           	|  0.1083         	|1000           	|  108.3          	|  28.175         	|
get_train_batch                    	|  0.004293       	|1025           	|  4.4003         	|  1.1447         	|
fetch_next_train_batch             	|  0.0042736      	|1025           	|  4.3805         	|  1.1396         	|
zero_grad                          	|  0.0013104      	|1000           	|  1.3104         	|  0.3409         	|
on_train_batch_end                 	|  0.0011837      	|1000           	|  1.1837         	|  0.30793        	|
training_batch_to_device           	|  0.00023481     	|1000           	|  0.23481        	|  0.061085       	|
on_train_batch_start               	|  9.0472e-05     	|1000           	|  0.090472       	|  0.023536       	|
on_train_end                       	|  0.023923       	|1              	|  0.023923       	|  0.0062234      	|
on_pretrain_routine_start          	|  0.022476       	|1              	|  0.022476       	|  0.005847       	|
on_batch_start                     	|  1.5077e-05     	|1000           	|  0.015077       	|  0.0039223      	|
on_before_zero_grad                	|  1.3892e-05     	|1000           	|  0.013892       	|  0.003614       	|
on_batch_end                       	|  1.369e-05      	|1000           	|  0.01369        	|  0.0035615      	|
on_after_backward                  	|  1.1723e-05     	|1000           	|  0.011723       	|  0.0030497      	|
on_before_backward                 	|  1.1185e-05     	|1000           	|  0.011185       	|  0.0029097      	|
on_before_optimizer_step           	|  1.0665e-05     	|1000           	|  0.010665       	|  0.0027746      	|
configure_optimizers               	|  0.0083497      	|1              	|  0.0083497      	|  0.0021721      	|
on_train_epoch_start               	|  0.00029169     	|25             	|  0.0072923      	|  0.0018971      	|
on_train_epoch_end                 	|  0.00028911     	|25             	|  0.0072278      	|  0.0018803      	|
training_step_end                  	|  5.9043e-06     	|1000           	|  0.0059043      	|  0.001536       	|
on_train_start                     	|  0.00066887     	|1              	|  0.00066887     	|  0.000174       	|
on_epoch_start                     	|  1.0951e-05     	|25             	|  0.00027378     	|  7.1223e-05     	|
on_epoch_end                       	|  1.0793e-05     	|25             	|  0.00026981     	|  7.0191e-05     	|
on_fit_end                         	|  2.4746e-05     	|1              	|  2.4746e-05     	|  6.4376e-06     	|
on_before_accelerator_backend_setup	|  2.0749e-05     	|1              	|  2.0749e-05     	|  5.3978e-06     	|
on_fit_start                       	|  1.7232e-05     	|1              	|  1.7232e-05     	|  4.4828e-06     	|
on_configure_sharded_model         	|  1.5419e-05     	|1              	|  1.5419e-05     	|  4.0112e-06     	|
setup                              	|  1.4597e-05     	|1              	|  1.4597e-05     	|  3.7973e-06     	|
teardown                           	|  1.0279e-05     	|1              	|  1.0279e-05     	|  2.674e-06      	|
on_pretrain_routine_end            	|  1.0149e-05     	|1              	|  1.0149e-05     	|  2.6402e-06     	|
prepare_data                       	|  8.586e-06      	|1              	|  8.586e-06      	|  2.2336e-06     	|
configure_callbacks                	|  5.891e-06      	|1              	|  5.891e-06      	|  1.5325e-06     	|
configure_sharded_model            	|  4.338e-06      	|1              	|  4.338e-06      	|  1.1285e-06     	|
on_train_dataloader                	|  4.328e-06      	|1              	|  4.328e-06      	|  1.1259e-06     	|
on_val_dataloader                  	|  4.188e-06      	|1              	|  4.188e-06      	|  1.0895e-06     	|
