FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  346.26         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.417         	|21             	|  323.76         	|  93.502         	|
run_training_batch                 	|  0.28415        	|1000           	|  284.15         	|  82.063         	|
optimizer_step_with_closure_0      	|  0.28081        	|1000           	|  280.81         	|  81.096         	|
training_step_and_backward         	|  0.21693        	|1000           	|  216.93         	|  62.648         	|
backward                           	|  0.10806        	|1000           	|  108.06         	|  31.208         	|
model_forward                      	|  0.10737        	|1000           	|  107.37         	|  31.007         	|
training_step                      	|  0.10717        	|1000           	|  107.17         	|  30.95          	|
get_train_batch                    	|  0.0084621      	|1021           	|  8.6398         	|  2.4951         	|
fetch_next_train_batch             	|  0.0084367      	|1021           	|  8.6139         	|  2.4877         	|
on_train_batch_end                 	|  0.0025026      	|1000           	|  2.5026         	|  0.72274        	|
zero_grad                          	|  0.0014663      	|1000           	|  1.4663         	|  0.42347        	|
training_batch_to_device           	|  0.00028407     	|1000           	|  0.28407        	|  0.082038       	|
on_train_batch_start               	|  9.6668e-05     	|1000           	|  0.096668       	|  0.027918       	|
on_train_end                       	|  0.069947       	|1              	|  0.069947       	|  0.0202         	|
on_after_backward                  	|  2.7524e-05     	|1000           	|  0.027524       	|  0.0079488      	|
on_pretrain_routine_start          	|  0.022594       	|1              	|  0.022594       	|  0.0065252      	|
on_batch_start                     	|  2.2566e-05     	|1000           	|  0.022566       	|  0.006517       	|
configure_optimizers               	|  0.020594       	|1              	|  0.020594       	|  0.0059475      	|
on_before_zero_grad                	|  1.8259e-05     	|1000           	|  0.018259       	|  0.0052733      	|
on_batch_end                       	|  1.6221e-05     	|1000           	|  0.016221       	|  0.0046847      	|
on_before_optimizer_step           	|  1.3706e-05     	|1000           	|  0.013706       	|  0.0039582      	|
on_before_backward                 	|  1.3414e-05     	|1000           	|  0.013414       	|  0.0038738      	|
on_train_epoch_end                 	|  0.00052515     	|21             	|  0.011028       	|  0.0031849      	|
on_train_epoch_start               	|  0.00045406     	|21             	|  0.0095353      	|  0.0027538      	|
training_step_end                  	|  7.2001e-06     	|1000           	|  0.0072001      	|  0.0020794      	|
on_train_start                     	|  0.0011004      	|1              	|  0.0011004      	|  0.0003178      	|
on_epoch_end                       	|  1.5828e-05     	|21             	|  0.00033239     	|  9.5994e-05     	|
on_epoch_start                     	|  1.1456e-05     	|21             	|  0.00024057     	|  6.9477e-05     	|
on_fit_end                         	|  4.385e-05      	|1              	|  4.385e-05      	|  1.2664e-05     	|
on_fit_start                       	|  4.1345e-05     	|1              	|  4.1345e-05     	|  1.194e-05      	|
on_before_accelerator_backend_setup	|  2.8325e-05     	|1              	|  2.8325e-05     	|  8.1803e-06     	|
setup                              	|  2.4412e-05     	|1              	|  2.4412e-05     	|  7.0501e-06     	|
prepare_data                       	|  2.276e-05      	|1              	|  2.276e-05      	|  6.5729e-06     	|
on_configure_sharded_model         	|  2.0631e-05     	|1              	|  2.0631e-05     	|  5.9581e-06     	|
teardown                           	|  1.5941e-05     	|1              	|  1.5941e-05     	|  4.6036e-06     	|
on_pretrain_routine_end            	|  1.2482e-05     	|1              	|  1.2482e-05     	|  3.6046e-06     	|
on_train_dataloader                	|  9.4157e-06     	|1              	|  9.4157e-06     	|  2.7192e-06     	|
on_val_dataloader                  	|  8.1453e-06     	|1              	|  8.1453e-06     	|  2.3524e-06     	|
configure_sharded_model            	|  7.445e-06      	|1              	|  7.445e-06      	|  2.1501e-06     	|
configure_callbacks                	|  7.2569e-06     	|1              	|  7.2569e-06     	|  2.0958e-06     	|
