FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  487.88         	|  100 %          	|
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run_training_epoch                 	|  0.92972        	|500            	|  464.86         	|  95.281         	|
run_training_batch                 	|  0.32135        	|1000           	|  321.35         	|  65.866         	|
optimizer_step_with_closure_0      	|  0.31864        	|1000           	|  318.64         	|  65.312         	|
training_step_and_backward         	|  0.23853        	|1000           	|  238.53         	|  48.89          	|
model_forward                      	|  0.14746        	|1000           	|  147.46         	|  30.224         	|
training_step                      	|  0.14729        	|1000           	|  147.29         	|  30.19          	|
backward                           	|  0.089665       	|1000           	|  89.665         	|  18.378         	|
get_train_batch                    	|  0.027989       	|1500           	|  41.983         	|  8.6052         	|
fetch_next_train_batch             	|  0.027957       	|1500           	|  41.936         	|  8.5955         	|
zero_grad                          	|  0.0013719      	|1000           	|  1.3719         	|  0.2812         	|
on_train_batch_end                 	|  0.0013608      	|1000           	|  1.3608         	|  0.27893        	|
training_batch_to_device           	|  0.00057325     	|1000           	|  0.57325        	|  0.1175         	|
on_train_epoch_start               	|  0.00027831     	|500            	|  0.13915        	|  0.028522       	|
on_train_epoch_end                 	|  0.00026896     	|500            	|  0.13448        	|  0.027564       	|
on_train_batch_start               	|  0.00010659     	|1000           	|  0.10659        	|  0.021847       	|
on_batch_start                     	|  3.2439e-05     	|1000           	|  0.032439       	|  0.006649       	|
on_train_end                       	|  0.023694       	|1              	|  0.023694       	|  0.0048565      	|
on_pretrain_routine_start          	|  0.022812       	|1              	|  0.022812       	|  0.0046758      	|
on_before_zero_grad                	|  2.0749e-05     	|1000           	|  0.020749       	|  0.0042529      	|
on_batch_end                       	|  1.3394e-05     	|1000           	|  0.013394       	|  0.0027454      	|
on_before_optimizer_step           	|  1.2372e-05     	|1000           	|  0.012372       	|  0.0025359      	|
on_after_backward                  	|  1.1053e-05     	|1000           	|  0.011053       	|  0.0022654      	|
on_before_backward                 	|  1.0763e-05     	|1000           	|  0.010763       	|  0.0022061      	|
configure_optimizers               	|  0.0080999      	|1              	|  0.0080999      	|  0.0016602      	|
training_step_end                  	|  7.2432e-06     	|1000           	|  0.0072432      	|  0.0014846      	|
on_epoch_start                     	|  1.3001e-05     	|500            	|  0.0065007      	|  0.0013324      	|
on_epoch_end                       	|  1.0086e-05     	|500            	|  0.0050428      	|  0.0010336      	|
on_train_start                     	|  0.00072985     	|1              	|  0.00072985     	|  0.0001496      	|
on_fit_end                         	|  2.2031e-05     	|1              	|  2.2031e-05     	|  4.5156e-06     	|
on_before_accelerator_backend_setup	|  1.9848e-05     	|1              	|  1.9848e-05     	|  4.0682e-06     	|
on_fit_start                       	|  1.609e-05      	|1              	|  1.609e-05      	|  3.2979e-06     	|
on_configure_sharded_model         	|  1.4738e-05     	|1              	|  1.4738e-05     	|  3.0208e-06     	|
setup                              	|  1.3746e-05     	|1              	|  1.3746e-05     	|  2.8175e-06     	|
teardown                           	|  1.056e-05      	|1              	|  1.056e-05      	|  2.1645e-06     	|
on_pretrain_routine_end            	|  9.317e-06      	|1              	|  9.317e-06      	|  1.9097e-06     	|
prepare_data                       	|  6.843e-06      	|1              	|  6.843e-06      	|  1.4026e-06     	|
configure_callbacks                	|  4.909e-06      	|1              	|  4.909e-06      	|  1.0062e-06     	|
configure_sharded_model            	|  4.529e-06      	|1              	|  4.529e-06      	|  9.283e-07      	|
on_val_dataloader                  	|  4.428e-06      	|1              	|  4.428e-06      	|  9.0759e-07     	|
on_train_dataloader                	|  4.148e-06      	|1              	|  4.148e-06      	|  8.502e-07      	|
