FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  627.65         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.6393         	|167            	|  607.77         	|  96.832         	|
run_training_batch                 	|  0.24288        	|1000           	|  242.88         	|  38.697         	|
optimizer_step_with_closure_0      	|  0.2407         	|1000           	|  240.7          	|  38.35          	|
training_step_and_backward         	|  0.1808         	|1000           	|  180.8          	|  28.807         	|
model_forward                      	|  0.093627       	|1000           	|  93.627         	|  14.917         	|
training_step                      	|  0.093457       	|1000           	|  93.457         	|  14.89          	|
backward                           	|  0.085836       	|1000           	|  85.836         	|  13.676         	|
get_train_batch                    	|  0.066497       	|1167           	|  77.602         	|  12.364         	|
fetch_next_train_batch             	|  0.066471       	|1167           	|  77.572         	|  12.359         	|
on_train_batch_end                 	|  0.0016361      	|1000           	|  1.6361         	|  0.26067        	|
zero_grad                          	|  0.001311       	|1000           	|  1.311          	|  0.20888        	|
training_batch_to_device           	|  0.00040241     	|1000           	|  0.40241        	|  0.064113       	|
on_train_batch_start               	|  9.8196e-05     	|1000           	|  0.098196       	|  0.015645       	|
on_train_epoch_start               	|  0.00040578     	|167            	|  0.067766       	|  0.010797       	|
on_train_epoch_end                 	|  0.00030639     	|167            	|  0.051166       	|  0.0081521      	|
on_train_end                       	|  0.046375       	|1              	|  0.046375       	|  0.0073887      	|
on_batch_start                     	|  2.7674e-05     	|1000           	|  0.027674       	|  0.0044091      	|
on_pretrain_routine_start          	|  0.02439        	|1              	|  0.02439        	|  0.003886       	|
on_before_zero_grad                	|  1.8493e-05     	|1000           	|  0.018493       	|  0.0029464      	|
on_after_backward                  	|  1.8131e-05     	|1000           	|  0.018131       	|  0.0028887      	|
on_batch_end                       	|  1.4704e-05     	|1000           	|  0.014704       	|  0.0023427      	|
on_before_optimizer_step           	|  1.1588e-05     	|1000           	|  0.011588       	|  0.0018462      	|
configure_optimizers               	|  0.011486       	|1              	|  0.011486       	|  0.00183        	|
on_before_backward                 	|  1.1323e-05     	|1000           	|  0.011323       	|  0.001804       	|
training_step_end                  	|  6.3624e-06     	|1000           	|  0.0063624      	|  0.0010137      	|
on_train_start                     	|  0.0023209      	|1              	|  0.0023209      	|  0.00036977     	|
on_epoch_start                     	|  1.1334e-05     	|167            	|  0.0018928      	|  0.00030157     	|
on_epoch_end                       	|  1.0981e-05     	|167            	|  0.0018338      	|  0.00029217     	|
on_fit_start                       	|  4.7205e-05     	|1              	|  4.7205e-05     	|  7.5209e-06     	|
on_before_accelerator_backend_setup	|  3.8302e-05     	|1              	|  3.8302e-05     	|  6.1024e-06     	|
on_fit_end                         	|  2.5285e-05     	|1              	|  2.5285e-05     	|  4.0286e-06     	|
on_configure_sharded_model         	|  2.4315e-05     	|1              	|  2.4315e-05     	|  3.874e-06      	|
configure_callbacks                	|  2.2801e-05     	|1              	|  2.2801e-05     	|  3.6327e-06     	|
setup                              	|  2.1828e-05     	|1              	|  2.1828e-05     	|  3.4778e-06     	|
teardown                           	|  1.4875e-05     	|1              	|  1.4875e-05     	|  2.37e-06       	|
on_pretrain_routine_end            	|  1.3171e-05     	|1              	|  1.3171e-05     	|  2.0984e-06     	|
on_train_dataloader                	|  8.6781e-06     	|1              	|  8.6781e-06     	|  1.3826e-06     	|
prepare_data                       	|  8.6632e-06     	|1              	|  8.6632e-06     	|  1.3803e-06     	|
configure_sharded_model            	|  6.5174e-06     	|1              	|  6.5174e-06     	|  1.0384e-06     	|
on_val_dataloader                  	|  6.482e-06      	|1              	|  6.482e-06      	|  1.0327e-06     	|
