FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  734.62         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5684         	|200            	|  713.68         	|  97.148         	|
run_training_batch                 	|  0.31211        	|1000           	|  312.11         	|  42.486         	|
optimizer_step_with_closure_0      	|  0.30751        	|1000           	|  307.51         	|  41.86          	|
training_step_and_backward         	|  0.23847        	|1000           	|  238.47         	|  32.461         	|
backward                           	|  0.11926        	|1000           	|  119.26         	|  16.234         	|
model_forward                      	|  0.11751        	|1000           	|  117.51         	|  15.996         	|
training_step                      	|  0.11729        	|1000           	|  117.29         	|  15.965         	|
get_train_batch                    	|  0.061121       	|1200           	|  73.345         	|  9.984          	|
fetch_next_train_batch             	|  0.061088       	|1200           	|  73.305         	|  9.9786         	|
on_train_batch_end                 	|  0.0024527      	|1000           	|  2.4527         	|  0.33387        	|
zero_grad                          	|  0.0016602      	|1000           	|  1.6602         	|  0.22599        	|
training_batch_to_device           	|  0.00049654     	|1000           	|  0.49654        	|  0.067591       	|
on_train_end                       	|  0.13208        	|1              	|  0.13208        	|  0.01798        	|
on_train_batch_start               	|  0.00010848     	|1000           	|  0.10848        	|  0.014767       	|
on_train_epoch_start               	|  0.00033448     	|200            	|  0.066895       	|  0.0091061      	|
on_train_epoch_end                 	|  0.00033067     	|200            	|  0.066134       	|  0.0090024      	|
on_batch_start                     	|  3.4316e-05     	|1000           	|  0.034316       	|  0.0046713      	|
on_after_backward                  	|  3.0815e-05     	|1000           	|  0.030815       	|  0.0041947      	|
on_pretrain_routine_start          	|  0.022629       	|1              	|  0.022629       	|  0.0030803      	|
configure_optimizers               	|  0.022156       	|1              	|  0.022156       	|  0.003016       	|
on_before_zero_grad                	|  2.1668e-05     	|1000           	|  0.021668       	|  0.0029495      	|
on_batch_end                       	|  1.8565e-05     	|1000           	|  0.018565       	|  0.0025271      	|
on_before_optimizer_step           	|  1.6321e-05     	|1000           	|  0.016321       	|  0.0022216      	|
on_before_backward                 	|  1.5633e-05     	|1000           	|  0.015633       	|  0.0021281      	|
training_step_end                  	|  9.3291e-06     	|1000           	|  0.0093291      	|  0.0012699      	|
on_epoch_end                       	|  1.2136e-05     	|200            	|  0.0024272      	|  0.0003304      	|
on_epoch_start                     	|  1.168e-05      	|200            	|  0.002336       	|  0.00031799     	|
on_train_start                     	|  0.0011071      	|1              	|  0.0011071      	|  0.00015071     	|
on_fit_start                       	|  4.2943e-05     	|1              	|  4.2943e-05     	|  5.8456e-06     	|
on_fit_end                         	|  3.7219e-05     	|1              	|  3.7219e-05     	|  5.0665e-06     	|
setup                              	|  2.5395e-05     	|1              	|  2.5395e-05     	|  3.4569e-06     	|
on_before_accelerator_backend_setup	|  2.3693e-05     	|1              	|  2.3693e-05     	|  3.2252e-06     	|
on_configure_sharded_model         	|  2.162e-05      	|1              	|  2.162e-05      	|  2.943e-06      	|
teardown                           	|  1.5767e-05     	|1              	|  1.5767e-05     	|  2.1463e-06     	|
on_pretrain_routine_end            	|  1.4964e-05     	|1              	|  1.4964e-05     	|  2.037e-06      	|
configure_sharded_model            	|  8.7693e-06     	|1              	|  8.7693e-06     	|  1.1937e-06     	|
prepare_data                       	|  8.5216e-06     	|1              	|  8.5216e-06     	|  1.16e-06       	|
configure_callbacks                	|  7.5866e-06     	|1              	|  7.5866e-06     	|  1.0327e-06     	|
on_val_dataloader                  	|  6.7316e-06     	|1              	|  6.7316e-06     	|  9.1633e-07     	|
on_train_dataloader                	|  6.6571e-06     	|1              	|  6.6571e-06     	|  9.0619e-07     	|
