FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  351.99         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.735         	|21             	|  330.43         	|  93.874         	|
run_training_batch                 	|  0.28574        	|1000           	|  285.74         	|  81.179         	|
optimizer_step_with_closure_0      	|  0.28243        	|1000           	|  282.43         	|  80.237         	|
training_step_and_backward         	|  0.21775        	|1000           	|  217.75         	|  61.861         	|
backward                           	|  0.10903        	|1000           	|  109.03         	|  30.975         	|
model_forward                      	|  0.10716        	|1000           	|  107.16         	|  30.443         	|
training_step                      	|  0.10695        	|1000           	|  106.95         	|  30.385         	|
get_train_batch                    	|  0.0086926      	|1021           	|  8.8751         	|  2.5214         	|
fetch_next_train_batch             	|  0.0086664      	|1021           	|  8.8484         	|  2.5138         	|
on_train_batch_end                 	|  0.0025423      	|1000           	|  2.5423         	|  0.72225        	|
zero_grad                          	|  0.0015271      	|1000           	|  1.5271         	|  0.43384        	|
on_train_end                       	|  0.47118        	|1              	|  0.47118        	|  0.13386        	|
training_batch_to_device           	|  0.0002825      	|1000           	|  0.2825         	|  0.080258       	|
on_train_batch_start               	|  9.5606e-05     	|1000           	|  0.095606       	|  0.027161       	|
on_after_backward                  	|  2.6801e-05     	|1000           	|  0.026801       	|  0.0076142      	|
on_pretrain_routine_start          	|  0.024115       	|1              	|  0.024115       	|  0.0068511      	|
on_batch_start                     	|  2.3132e-05     	|1000           	|  0.023132       	|  0.0065718      	|
on_before_zero_grad                	|  1.8929e-05     	|1000           	|  0.018929       	|  0.0053778      	|
configure_optimizers               	|  0.017326       	|1              	|  0.017326       	|  0.0049222      	|
on_batch_end                       	|  1.6583e-05     	|1000           	|  0.016583       	|  0.0047113      	|
on_before_backward                 	|  1.4051e-05     	|1000           	|  0.014051       	|  0.0039918      	|
on_before_optimizer_step           	|  1.2559e-05     	|1000           	|  0.012559       	|  0.0035679      	|
on_train_epoch_end                 	|  0.00049194     	|21             	|  0.010331       	|  0.0029349      	|
on_train_epoch_start               	|  0.00042951     	|21             	|  0.0090197      	|  0.0025625      	|
training_step_end                  	|  6.9571e-06     	|1000           	|  0.0069571      	|  0.0019765      	|
on_train_start                     	|  0.0013994      	|1              	|  0.0013994      	|  0.00039756     	|
on_epoch_end                       	|  1.2406e-05     	|21             	|  0.00026053     	|  7.4016e-05     	|
on_epoch_start                     	|  1.1993e-05     	|21             	|  0.00025185     	|  7.1551e-05     	|
on_fit_end                         	|  7.9662e-05     	|1              	|  7.9662e-05     	|  2.2632e-05     	|
on_fit_start                       	|  5.1593e-05     	|1              	|  5.1593e-05     	|  1.4658e-05     	|
setup                              	|  2.772e-05      	|1              	|  2.772e-05      	|  7.8752e-06     	|
on_before_accelerator_backend_setup	|  2.4883e-05     	|1              	|  2.4883e-05     	|  7.0692e-06     	|
teardown                           	|  2.2182e-05     	|1              	|  2.2182e-05     	|  6.3019e-06     	|
on_configure_sharded_model         	|  2.1338e-05     	|1              	|  2.1338e-05     	|  6.0622e-06     	|
on_pretrain_routine_end            	|  1.5486e-05     	|1              	|  1.5486e-05     	|  4.3996e-06     	|
on_train_dataloader                	|  1.0753e-05     	|1              	|  1.0753e-05     	|  3.0549e-06     	|
prepare_data                       	|  1.0621e-05     	|1              	|  1.0621e-05     	|  3.0174e-06     	|
on_val_dataloader                  	|  9.2816e-06     	|1              	|  9.2816e-06     	|  2.6369e-06     	|
configure_callbacks                	|  9.086e-06      	|1              	|  9.086e-06      	|  2.5813e-06     	|
configure_sharded_model            	|  8.2608e-06     	|1              	|  8.2608e-06     	|  2.3469e-06     	|
