FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1278.8         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5227         	|500            	|  1261.3         	|  98.639         	|
run_training_batch                 	|  0.26086        	|1000           	|  260.86         	|  20.399         	|
optimizer_step_with_closure_0      	|  0.25857        	|1000           	|  258.57         	|  20.22          	|
get_train_batch                    	|  0.13189        	|1500           	|  197.84         	|  15.471         	|
fetch_next_train_batch             	|  0.13184        	|1500           	|  197.77         	|  15.466         	|
training_step_and_backward         	|  0.19325        	|1000           	|  193.25         	|  15.112         	|
model_forward                      	|  0.102          	|1000           	|  102.0          	|  7.9767         	|
training_step                      	|  0.10178        	|1000           	|  101.78         	|  7.9597         	|
backward                           	|  0.089848       	|1000           	|  89.848         	|  7.0262         	|
on_train_batch_end                 	|  0.0017443      	|1000           	|  1.7443         	|  0.13641        	|
zero_grad                          	|  0.0013584      	|1000           	|  1.3584         	|  0.10623        	|
training_batch_to_device           	|  0.00065921     	|1000           	|  0.65921        	|  0.051551       	|
on_train_epoch_start               	|  0.00031724     	|500            	|  0.15862        	|  0.012404       	|
on_train_epoch_end                 	|  0.00030743     	|500            	|  0.15372        	|  0.012021       	|
on_train_batch_start               	|  0.00011292     	|1000           	|  0.11292        	|  0.0088303      	|
on_batch_start                     	|  4.9277e-05     	|1000           	|  0.049277       	|  0.0038535      	|
on_train_end                       	|  0.043744       	|1              	|  0.043744       	|  0.0034208      	|
on_before_backward                 	|  2.8096e-05     	|1000           	|  0.028096       	|  0.0021972      	|
on_pretrain_routine_start          	|  0.022327       	|1              	|  0.022327       	|  0.001746       	|
on_before_zero_grad                	|  2.0877e-05     	|1000           	|  0.020877       	|  0.0016326      	|
on_after_backward                  	|  1.7467e-05     	|1000           	|  0.017467       	|  0.0013659      	|
on_batch_end                       	|  1.697e-05      	|1000           	|  0.01697        	|  0.0013271      	|
on_before_optimizer_step           	|  1.3442e-05     	|1000           	|  0.013442       	|  0.0010511      	|
configure_optimizers               	|  0.012356       	|1              	|  0.012356       	|  0.00096625     	|
training_step_end                  	|  7.9097e-06     	|1000           	|  0.0079097      	|  0.00061855     	|
on_epoch_end                       	|  1.2974e-05     	|500            	|  0.0064872      	|  0.00050731     	|
on_epoch_start                     	|  1.0879e-05     	|500            	|  0.0054394      	|  0.00042537     	|
on_train_start                     	|  0.0010244      	|1              	|  0.0010244      	|  8.011e-05      	|
on_fit_start                       	|  4.1855e-05     	|1              	|  4.1855e-05     	|  3.2731e-06     	|
on_fit_end                         	|  3.8415e-05     	|1              	|  3.8415e-05     	|  3.0041e-06     	|
setup                              	|  2.3011e-05     	|1              	|  2.3011e-05     	|  1.7995e-06     	|
on_before_accelerator_backend_setup	|  2.1864e-05     	|1              	|  2.1864e-05     	|  1.7098e-06     	|
on_configure_sharded_model         	|  1.9981e-05     	|1              	|  1.9981e-05     	|  1.5625e-06     	|
teardown                           	|  1.5913e-05     	|1              	|  1.5913e-05     	|  1.2444e-06     	|
on_pretrain_routine_end            	|  1.5367e-05     	|1              	|  1.5367e-05     	|  1.2017e-06     	|
prepare_data                       	|  7.7449e-06     	|1              	|  7.7449e-06     	|  6.0566e-07     	|
configure_sharded_model            	|  6.9756e-06     	|1              	|  6.9756e-06     	|  5.455e-07      	|
configure_callbacks                	|  6.5733e-06     	|1              	|  6.5733e-06     	|  5.1404e-07     	|
on_train_dataloader                	|  6.035e-06      	|1              	|  6.035e-06      	|  4.7194e-07     	|
on_val_dataloader                  	|  5.9567e-06     	|1              	|  5.9567e-06     	|  4.6582e-07     	|
