FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  670.92         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.8941         	|167            	|  650.32         	|  96.93          	|
run_training_batch                 	|  0.28506        	|1000           	|  285.06         	|  42.489         	|
optimizer_step_with_closure_0      	|  0.28239        	|1000           	|  282.39         	|  42.089         	|
training_step_and_backward         	|  0.21453        	|1000           	|  214.53         	|  31.975         	|
model_forward                      	|  0.11449        	|1000           	|  114.49         	|  17.064         	|
training_step                      	|  0.1143         	|1000           	|  114.3          	|  17.036         	|
backward                           	|  0.098461       	|1000           	|  98.461         	|  14.675         	|
get_train_batch                    	|  0.06636        	|1167           	|  77.442         	|  11.543         	|
fetch_next_train_batch             	|  0.06633        	|1167           	|  77.407         	|  11.537         	|
on_train_batch_end                 	|  0.0018363      	|1000           	|  1.8363         	|  0.27369        	|
zero_grad                          	|  0.0015472      	|1000           	|  1.5472         	|  0.2306         	|
training_batch_to_device           	|  0.00043163     	|1000           	|  0.43163        	|  0.064335       	|
on_train_batch_start               	|  0.00010133     	|1000           	|  0.10133        	|  0.015103       	|
on_train_epoch_start               	|  0.00044347     	|167            	|  0.07406        	|  0.011039       	|
on_train_end                       	|  0.067257       	|1              	|  0.067257       	|  0.010025       	|
on_batch_start                     	|  6.5259e-05     	|1000           	|  0.065259       	|  0.0097268      	|
on_train_epoch_end                 	|  0.00031371     	|167            	|  0.052389       	|  0.0078086      	|
on_pretrain_routine_start          	|  0.022386       	|1              	|  0.022386       	|  0.0033365      	|
on_after_backward                  	|  2.0899e-05     	|1000           	|  0.020899       	|  0.0031149      	|
on_before_zero_grad                	|  1.7612e-05     	|1000           	|  0.017612       	|  0.002625       	|
on_batch_end                       	|  1.514e-05      	|1000           	|  0.01514        	|  0.0022565      	|
on_before_optimizer_step           	|  1.2218e-05     	|1000           	|  0.012218       	|  0.0018211      	|
on_before_backward                 	|  1.1623e-05     	|1000           	|  0.011623       	|  0.0017324      	|
configure_optimizers               	|  0.011209       	|1              	|  0.011209       	|  0.0016708      	|
training_step_end                  	|  7.5821e-06     	|1000           	|  0.0075821      	|  0.0011301      	|
on_epoch_end                       	|  1.1456e-05     	|167            	|  0.0019131      	|  0.00028515     	|
on_epoch_start                     	|  1.1293e-05     	|167            	|  0.001886       	|  0.0002811      	|
on_train_start                     	|  0.0018383      	|1              	|  0.0018383      	|  0.000274       	|
on_fit_end                         	|  5.9947e-05     	|1              	|  5.9947e-05     	|  8.9351e-06     	|
on_fit_start                       	|  3.8732e-05     	|1              	|  3.8732e-05     	|  5.7729e-06     	|
on_before_accelerator_backend_setup	|  2.812e-05      	|1              	|  2.812e-05      	|  4.1913e-06     	|
setup                              	|  2.7549e-05     	|1              	|  2.7549e-05     	|  4.1061e-06     	|
on_configure_sharded_model         	|  2.3507e-05     	|1              	|  2.3507e-05     	|  3.5036e-06     	|
teardown                           	|  1.8712e-05     	|1              	|  1.8712e-05     	|  2.789e-06      	|
on_pretrain_routine_end            	|  1.2275e-05     	|1              	|  1.2275e-05     	|  1.8296e-06     	|
configure_callbacks                	|  1.1269e-05     	|1              	|  1.1269e-05     	|  1.6796e-06     	|
prepare_data                       	|  9.6466e-06     	|1              	|  9.6466e-06     	|  1.4378e-06     	|
on_val_dataloader                  	|  7.1712e-06     	|1              	|  7.1712e-06     	|  1.0689e-06     	|
on_train_dataloader                	|  6.6701e-06     	|1              	|  6.6701e-06     	|  9.9418e-07     	|
configure_sharded_model            	|  6.6273e-06     	|1              	|  6.6273e-06     	|  9.8779e-07     	|
