FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  460.03         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.1808         	|200            	|  436.15         	|  94.81          	|
run_training_batch                 	|  0.36466        	|1000           	|  364.66         	|  79.27          	|
optimizer_step_with_closure_0      	|  0.36202        	|1000           	|  362.02         	|  78.695         	|
training_step_and_backward         	|  0.28249        	|1000           	|  282.49         	|  61.408         	|
model_forward                      	|  0.1665         	|1000           	|  166.5          	|  36.194         	|
training_step                      	|  0.16635        	|1000           	|  166.35         	|  36.162         	|
backward                           	|  0.11466        	|1000           	|  114.66         	|  24.924         	|
get_train_batch                    	|  0.016692       	|1200           	|  20.031         	|  4.3542         	|
fetch_next_train_batch             	|  0.016667       	|1200           	|  20.0           	|  4.3476         	|
zero_grad                          	|  0.0013057      	|1000           	|  1.3057         	|  0.28384        	|
on_train_batch_end                 	|  0.0012411      	|1000           	|  1.2411         	|  0.26978        	|
training_batch_to_device           	|  0.00034011     	|1000           	|  0.34011        	|  0.073934       	|
on_train_batch_start               	|  9.6794e-05     	|1000           	|  0.096794       	|  0.021041       	|
on_train_epoch_start               	|  0.00027697     	|200            	|  0.055394       	|  0.012041       	|
on_train_epoch_end                 	|  0.00025608     	|200            	|  0.051216       	|  0.011133       	|
on_train_end                       	|  0.023735       	|1              	|  0.023735       	|  0.0051594      	|
on_batch_start                     	|  2.2257e-05     	|1000           	|  0.022257       	|  0.0048382      	|
on_pretrain_routine_start          	|  0.022067       	|1              	|  0.022067       	|  0.0047969      	|
on_before_zero_grad                	|  1.5821e-05     	|1000           	|  0.015821       	|  0.0034393      	|
on_batch_end                       	|  1.3608e-05     	|1000           	|  0.013608       	|  0.0029581      	|
on_after_backward                  	|  1.214e-05      	|1000           	|  0.01214        	|  0.0026389      	|
on_before_backward                 	|  1.1605e-05     	|1000           	|  0.011605       	|  0.0025227      	|
on_before_optimizer_step           	|  1.1534e-05     	|1000           	|  0.011534       	|  0.0025073      	|
configure_optimizers               	|  0.0082007      	|1              	|  0.0082007      	|  0.0017827      	|
training_step_end                  	|  6.5878e-06     	|1000           	|  0.0065878      	|  0.0014321      	|
on_epoch_start                     	|  1.1183e-05     	|200            	|  0.0022367      	|  0.00048621     	|
on_epoch_end                       	|  1.0659e-05     	|200            	|  0.0021318      	|  0.0004634      	|
on_train_start                     	|  0.00078234     	|1              	|  0.00078234     	|  0.00017007     	|
on_before_accelerator_backend_setup	|  2.166e-05      	|1              	|  2.166e-05      	|  4.7084e-06     	|
on_fit_end                         	|  2.123e-05      	|1              	|  2.123e-05      	|  4.6149e-06     	|
on_fit_start                       	|  1.6341e-05     	|1              	|  1.6341e-05     	|  3.5522e-06     	|
setup                              	|  1.4036e-05     	|1              	|  1.4036e-05     	|  3.0511e-06     	|
on_configure_sharded_model         	|  1.3726e-05     	|1              	|  1.3726e-05     	|  2.9837e-06     	|
on_pretrain_routine_end            	|  1.2604e-05     	|1              	|  1.2604e-05     	|  2.7399e-06     	|
teardown                           	|  1.077e-05      	|1              	|  1.077e-05      	|  2.3412e-06     	|
prepare_data                       	|  7.825e-06      	|1              	|  7.825e-06      	|  1.701e-06      	|
configure_callbacks                	|  6.562e-06      	|1              	|  6.562e-06      	|  1.4264e-06     	|
on_val_dataloader                  	|  4.478e-06      	|1              	|  4.478e-06      	|  9.7343e-07     	|
configure_sharded_model            	|  4.207e-06      	|1              	|  4.207e-06      	|  9.1452e-07     	|
on_train_dataloader                	|  3.977e-06      	|1              	|  3.977e-06      	|  8.6451e-07     	|
