FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  485.27         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.92479        	|500            	|  462.39         	|  95.287         	|
run_training_batch                 	|  0.31191        	|1000           	|  311.91         	|  64.275         	|
optimizer_step_with_closure_0      	|  0.30922        	|1000           	|  309.22         	|  63.721         	|
training_step_and_backward         	|  0.23299        	|1000           	|  232.99         	|  48.013         	|
model_forward                      	|  0.14392        	|1000           	|  143.92         	|  29.657         	|
training_step                      	|  0.14375        	|1000           	|  143.75         	|  29.624         	|
backward                           	|  0.087703       	|1000           	|  87.703         	|  18.073         	|
get_train_batch                    	|  0.028733       	|1500           	|  43.099         	|  8.8816         	|
fetch_next_train_batch             	|  0.0287         	|1500           	|  43.051         	|  8.8716         	|
zero_grad                          	|  0.0013405      	|1000           	|  1.3405         	|  0.27623        	|
on_train_batch_end                 	|  0.0013333      	|1000           	|  1.3333         	|  0.27477        	|
training_batch_to_device           	|  0.00058708     	|1000           	|  0.58708        	|  0.12098        	|
on_train_epoch_start               	|  0.00027682     	|500            	|  0.13841        	|  0.028523       	|
on_train_epoch_end                 	|  0.00027284     	|500            	|  0.13642        	|  0.028113       	|
on_train_batch_start               	|  0.0001042      	|1000           	|  0.1042         	|  0.021473       	|
on_batch_start                     	|  3.5063e-05     	|1000           	|  0.035063       	|  0.0072255      	|
on_train_end                       	|  0.023738       	|1              	|  0.023738       	|  0.0048917      	|
on_pretrain_routine_start          	|  0.022562       	|1              	|  0.022562       	|  0.0046494      	|
on_before_zero_grad                	|  2.0311e-05     	|1000           	|  0.020311       	|  0.0041855      	|
on_batch_end                       	|  1.3968e-05     	|1000           	|  0.013968       	|  0.0028784      	|
on_before_optimizer_step           	|  1.2318e-05     	|1000           	|  0.012318       	|  0.0025384      	|
on_after_backward                  	|  1.1193e-05     	|1000           	|  0.011193       	|  0.0023067      	|
on_before_backward                 	|  1.0872e-05     	|1000           	|  0.010872       	|  0.0022404      	|
configure_optimizers               	|  0.0087154      	|1              	|  0.0087154      	|  0.001796       	|
training_step_end                  	|  7.5756e-06     	|1000           	|  0.0075756      	|  0.0015611      	|
on_epoch_start                     	|  1.0627e-05     	|500            	|  0.0053135      	|  0.001095       	|
on_epoch_end                       	|  1.0226e-05     	|500            	|  0.005113       	|  0.0010536      	|
on_train_start                     	|  0.00072926     	|1              	|  0.00072926     	|  0.00015028     	|
on_fit_end                         	|  2.2773e-05     	|1              	|  2.2773e-05     	|  4.6929e-06     	|
on_before_accelerator_backend_setup	|  2.2573e-05     	|1              	|  2.2573e-05     	|  4.6517e-06     	|
on_fit_start                       	|  1.7813e-05     	|1              	|  1.7813e-05     	|  3.6708e-06     	|
on_configure_sharded_model         	|  1.4338e-05     	|1              	|  1.4338e-05     	|  2.9547e-06     	|
setup                              	|  1.4236e-05     	|1              	|  1.4236e-05     	|  2.9336e-06     	|
teardown                           	|  1.1361e-05     	|1              	|  1.1361e-05     	|  2.3412e-06     	|
on_pretrain_routine_end            	|  9.9789e-06     	|1              	|  9.9789e-06     	|  2.0564e-06     	|
prepare_data                       	|  7.674e-06      	|1              	|  7.674e-06      	|  1.5814e-06     	|
configure_callbacks                	|  5.2401e-06     	|1              	|  5.2401e-06     	|  1.0798e-06     	|
on_val_dataloader                  	|  4.869e-06      	|1              	|  4.869e-06      	|  1.0034e-06     	|
configure_sharded_model            	|  4.819e-06      	|1              	|  4.819e-06      	|  9.9307e-07     	|
on_train_dataloader                	|  4.458e-06      	|1              	|  4.458e-06      	|  9.1867e-07     	|
