FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1309.3         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5826         	|500            	|  1291.3         	|  98.628         	|
run_training_batch                 	|  0.282          	|1000           	|  282.0          	|  21.539         	|
optimizer_step_with_closure_0      	|  0.27838        	|1000           	|  278.38         	|  21.262         	|
training_step_and_backward         	|  0.21175        	|1000           	|  211.75         	|  16.173         	|
get_train_batch                    	|  0.13615        	|1500           	|  204.23         	|  15.599         	|
fetch_next_train_batch             	|  0.13611        	|1500           	|  204.17         	|  15.594         	|
model_forward                      	|  0.11144        	|1000           	|  111.44         	|  8.5112         	|
training_step                      	|  0.11119        	|1000           	|  111.19         	|  8.4928         	|
backward                           	|  0.098769       	|1000           	|  98.769         	|  7.5438         	|
on_train_batch_end                 	|  0.0023817      	|1000           	|  2.3817         	|  0.18191        	|
zero_grad                          	|  0.0015093      	|1000           	|  1.5093         	|  0.11528        	|
training_batch_to_device           	|  0.00074666     	|1000           	|  0.74666        	|  0.057029       	|
on_train_epoch_end                 	|  0.00032465     	|500            	|  0.16232        	|  0.012398       	|
on_train_epoch_start               	|  0.00032459     	|500            	|  0.16229        	|  0.012396       	|
on_train_batch_start               	|  0.00011535     	|1000           	|  0.11535        	|  0.0088104      	|
on_train_end                       	|  0.067882       	|1              	|  0.067882       	|  0.0051847      	|
on_batch_start                     	|  4.909e-05      	|1000           	|  0.04909        	|  0.0037494      	|
on_after_backward                  	|  2.6964e-05     	|1000           	|  0.026964       	|  0.0020594      	|
on_before_zero_grad                	|  2.3207e-05     	|1000           	|  0.023207       	|  0.0017725      	|
on_pretrain_routine_start          	|  0.022529       	|1              	|  0.022529       	|  0.0017207      	|
on_before_optimizer_step           	|  1.7511e-05     	|1000           	|  0.017511       	|  0.0013375      	|
configure_optimizers               	|  0.017024       	|1              	|  0.017024       	|  0.0013003      	|
on_batch_end                       	|  1.5633e-05     	|1000           	|  0.015633       	|  0.001194       	|
on_before_backward                 	|  1.5381e-05     	|1000           	|  0.015381       	|  0.0011748      	|
training_step_end                  	|  1.049e-05      	|1000           	|  0.01049        	|  0.00080118     	|
on_epoch_end                       	|  1.201e-05      	|500            	|  0.0060048      	|  0.00045864     	|
on_epoch_start                     	|  1.1087e-05     	|500            	|  0.0055437      	|  0.00042342     	|
on_train_start                     	|  0.0010434      	|1              	|  0.0010434      	|  7.9692e-05     	|
on_fit_end                         	|  6.5111e-05     	|1              	|  6.5111e-05     	|  4.973e-06      	|
on_fit_start                       	|  5.7206e-05     	|1              	|  5.7206e-05     	|  4.3693e-06     	|
on_before_accelerator_backend_setup	|  2.7003e-05     	|1              	|  2.7003e-05     	|  2.0624e-06     	|
on_configure_sharded_model         	|  2.5526e-05     	|1              	|  2.5526e-05     	|  1.9496e-06     	|
setup                              	|  2.2933e-05     	|1              	|  2.2933e-05     	|  1.7516e-06     	|
on_pretrain_routine_end            	|  1.6367e-05     	|1              	|  1.6367e-05     	|  1.2501e-06     	|
teardown                           	|  1.6127e-05     	|1              	|  1.6127e-05     	|  1.2317e-06     	|
prepare_data                       	|  1.2156e-05     	|1              	|  1.2156e-05     	|  9.2843e-07     	|
configure_sharded_model            	|  8.6613e-06     	|1              	|  8.6613e-06     	|  6.6154e-07     	|
on_val_dataloader                  	|  7.8324e-06     	|1              	|  7.8324e-06     	|  5.9823e-07     	|
configure_callbacks                	|  6.8862e-06     	|1              	|  6.8862e-06     	|  5.2596e-07     	|
on_train_dataloader                	|  6.441e-06      	|1              	|  6.441e-06      	|  4.9195e-07     	|
