FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  480.16         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.91477        	|500            	|  457.39         	|  95.256         	|
run_training_batch                 	|  0.30704        	|1000           	|  307.04         	|  63.944         	|
optimizer_step_with_closure_0      	|  0.30438        	|1000           	|  304.38         	|  63.391         	|
training_step_and_backward         	|  0.22833        	|1000           	|  228.33         	|  47.553         	|
model_forward                      	|  0.14204        	|1000           	|  142.04         	|  29.582         	|
training_step                      	|  0.14187        	|1000           	|  141.87         	|  29.547         	|
backward                           	|  0.084903       	|1000           	|  84.903         	|  17.682         	|
get_train_batch                    	|  0.028684       	|1500           	|  43.026         	|  8.9607         	|
fetch_next_train_batch             	|  0.028651       	|1500           	|  42.976         	|  8.9503         	|
zero_grad                          	|  0.001356       	|1000           	|  1.356          	|  0.2824         	|
on_train_batch_end                 	|  0.0012969      	|1000           	|  1.2969         	|  0.2701         	|
training_batch_to_device           	|  0.00059682     	|1000           	|  0.59682        	|  0.1243         	|
on_train_epoch_start               	|  0.00027689     	|500            	|  0.13844        	|  0.028833       	|
on_train_epoch_end                 	|  0.00026595     	|500            	|  0.13297        	|  0.027693       	|
on_train_batch_start               	|  0.00010553     	|1000           	|  0.10553        	|  0.021977       	|
on_batch_start                     	|  3.5381e-05     	|1000           	|  0.035381       	|  0.0073685      	|
on_train_end                       	|  0.02399        	|1              	|  0.02399        	|  0.0049961      	|
on_pretrain_routine_start          	|  0.022907       	|1              	|  0.022907       	|  0.0047706      	|
on_before_zero_grad                	|  2.0205e-05     	|1000           	|  0.020205       	|  0.0042079      	|
on_batch_end                       	|  1.3467e-05     	|1000           	|  0.013467       	|  0.0028047      	|
on_before_optimizer_step           	|  1.1776e-05     	|1000           	|  0.011776       	|  0.0024525      	|
on_after_backward                  	|  1.1162e-05     	|1000           	|  0.011162       	|  0.0023246      	|
on_before_backward                 	|  1.1143e-05     	|1000           	|  0.011143       	|  0.0023207      	|
configure_optimizers               	|  0.0089406      	|1              	|  0.0089406      	|  0.001862       	|
training_step_end                  	|  7.8625e-06     	|1000           	|  0.0078625      	|  0.0016375      	|
on_epoch_start                     	|  1.0841e-05     	|500            	|  0.0054205      	|  0.0011289      	|
on_epoch_end                       	|  1.0404e-05     	|500            	|  0.0052022      	|  0.0010834      	|
on_train_start                     	|  0.00074659     	|1              	|  0.00074659     	|  0.00015549     	|
on_fit_end                         	|  2.3284e-05     	|1              	|  2.3284e-05     	|  4.8492e-06     	|
on_before_accelerator_backend_setup	|  2.0709e-05     	|1              	|  2.0709e-05     	|  4.3129e-06     	|
on_fit_start                       	|  1.6952e-05     	|1              	|  1.6952e-05     	|  3.5305e-06     	|
setup                              	|  1.584e-05      	|1              	|  1.584e-05      	|  3.2989e-06     	|
on_configure_sharded_model         	|  1.5308e-05     	|1              	|  1.5308e-05     	|  3.1881e-06     	|
teardown                           	|  1.052e-05      	|1              	|  1.052e-05      	|  2.1909e-06     	|
on_pretrain_routine_end            	|  1.0239e-05     	|1              	|  1.0239e-05     	|  2.1324e-06     	|
prepare_data                       	|  8.265e-06      	|1              	|  8.265e-06      	|  1.7213e-06     	|
configure_callbacks                	|  5.2199e-06     	|1              	|  5.2199e-06     	|  1.0871e-06     	|
configure_sharded_model            	|  5.079e-06      	|1              	|  5.079e-06      	|  1.0578e-06     	|
on_val_dataloader                  	|  4.6389e-06     	|1              	|  4.6389e-06     	|  9.6611e-07     	|
on_train_dataloader                	|  4.488e-06      	|1              	|  4.488e-06      	|  9.3469e-07     	|
