FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  432.84         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.0458         	|200            	|  409.16         	|  94.529         	|
run_training_batch                 	|  0.33809        	|1000           	|  338.09         	|  78.109         	|
optimizer_step_with_closure_0      	|  0.33544        	|1000           	|  335.44         	|  77.499         	|
training_step_and_backward         	|  0.2605         	|1000           	|  260.5          	|  60.186         	|
model_forward                      	|  0.15566        	|1000           	|  155.66         	|  35.963         	|
training_step                      	|  0.15551        	|1000           	|  155.51         	|  35.928         	|
backward                           	|  0.10351        	|1000           	|  103.51         	|  23.914         	|
get_train_batch                    	|  0.016658       	|1200           	|  19.989         	|  4.6182         	|
fetch_next_train_batch             	|  0.016632       	|1200           	|  19.959         	|  4.6111         	|
zero_grad                          	|  0.0013111      	|1000           	|  1.3111         	|  0.3029         	|
on_train_batch_end                 	|  0.0012497      	|1000           	|  1.2497         	|  0.28873        	|
training_batch_to_device           	|  0.00034542     	|1000           	|  0.34542        	|  0.079805       	|
on_train_batch_start               	|  9.6869e-05     	|1000           	|  0.096869       	|  0.02238        	|
on_train_epoch_start               	|  0.00027003     	|200            	|  0.054007       	|  0.012477       	|
on_train_epoch_end                 	|  0.00024964     	|200            	|  0.049927       	|  0.011535       	|
on_train_end                       	|  0.023555       	|1              	|  0.023555       	|  0.005442       	|
on_batch_start                     	|  2.3272e-05     	|1000           	|  0.023272       	|  0.0053765      	|
on_pretrain_routine_start          	|  0.022156       	|1              	|  0.022156       	|  0.0051188      	|
on_before_zero_grad                	|  1.6555e-05     	|1000           	|  0.016555       	|  0.0038249      	|
on_batch_end                       	|  1.3731e-05     	|1000           	|  0.013731       	|  0.0031724      	|
on_before_backward                 	|  1.2125e-05     	|1000           	|  0.012125       	|  0.0028012      	|
on_after_backward                  	|  1.131e-05      	|1000           	|  0.01131        	|  0.002613       	|
on_before_optimizer_step           	|  1.1178e-05     	|1000           	|  0.011178       	|  0.0025825      	|
configure_optimizers               	|  0.0082229      	|1              	|  0.0082229      	|  0.0018998      	|
training_step_end                  	|  6.8083e-06     	|1000           	|  0.0068083      	|  0.001573       	|
on_epoch_end                       	|  1.1269e-05     	|200            	|  0.0022538      	|  0.00052071     	|
on_epoch_start                     	|  1.1123e-05     	|200            	|  0.0022246      	|  0.00051397     	|
on_train_start                     	|  0.00080923     	|1              	|  0.00080923     	|  0.00018696     	|
on_before_accelerator_backend_setup	|  2.163e-05      	|1              	|  2.163e-05      	|  4.9973e-06     	|
on_fit_end                         	|  2.0167e-05     	|1              	|  2.0167e-05     	|  4.6593e-06     	|
on_fit_start                       	|  1.7953e-05     	|1              	|  1.7953e-05     	|  4.1478e-06     	|
on_configure_sharded_model         	|  1.4467e-05     	|1              	|  1.4467e-05     	|  3.3424e-06     	|
setup                              	|  1.4297e-05     	|1              	|  1.4297e-05     	|  3.3031e-06     	|
on_pretrain_routine_end            	|  1.094e-05      	|1              	|  1.094e-05      	|  2.5275e-06     	|
teardown                           	|  1.071e-05      	|1              	|  1.071e-05      	|  2.4744e-06     	|
prepare_data                       	|  9.558e-06      	|1              	|  9.558e-06      	|  2.2082e-06     	|
configure_callbacks                	|  6.893e-06      	|1              	|  6.893e-06      	|  1.5925e-06     	|
configure_sharded_model            	|  5.1099e-06     	|1              	|  5.1099e-06     	|  1.1806e-06     	|
on_val_dataloader                  	|  4.89e-06       	|1              	|  4.89e-06       	|  1.1298e-06     	|
on_train_dataloader                	|  4.2879e-06     	|1              	|  4.2879e-06     	|  9.9066e-07     	|
