FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1377.4         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.7233         	|500            	|  1361.7         	|  98.86          	|
run_training_batch                 	|  0.38015        	|1000           	|  380.15         	|  27.599         	|
optimizer_step_with_closure_0      	|  0.37681        	|1000           	|  376.81         	|  27.357         	|
training_step_and_backward         	|  0.27329        	|1000           	|  273.29         	|  19.841         	|
get_train_batch                    	|  0.10418        	|1500           	|  156.27         	|  11.345         	|
fetch_next_train_batch             	|  0.10414        	|1500           	|  156.21         	|  11.341         	|
model_forward                      	|  0.14436        	|1000           	|  144.36         	|  10.48          	|
training_step                      	|  0.14413        	|1000           	|  144.13         	|  10.464         	|
backward                           	|  0.12741        	|1000           	|  127.41         	|  9.2503         	|
on_train_batch_end                 	|  0.0022456      	|1000           	|  2.2456         	|  0.16304        	|
zero_grad                          	|  0.0014842      	|1000           	|  1.4842         	|  0.10776        	|
training_batch_to_device           	|  0.00060251     	|1000           	|  0.60251        	|  0.043743       	|
on_train_epoch_end                 	|  0.00037275     	|500            	|  0.18638        	|  0.013531       	|
on_train_epoch_start               	|  0.00034544     	|500            	|  0.17272        	|  0.01254        	|
on_train_batch_start               	|  0.00011159     	|1000           	|  0.11159        	|  0.0081014      	|
on_train_end                       	|  0.049042       	|1              	|  0.049042       	|  0.0035605      	|
on_batch_start                     	|  4.306e-05      	|1000           	|  0.04306        	|  0.0031262      	|
on_after_backward                  	|  2.3524e-05     	|1000           	|  0.023524       	|  0.0017079      	|
on_pretrain_routine_start          	|  0.02206        	|1              	|  0.02206        	|  0.0016016      	|
on_before_zero_grad                	|  2.1315e-05     	|1000           	|  0.021315       	|  0.0015475      	|
on_batch_end                       	|  1.8454e-05     	|1000           	|  0.018454       	|  0.0013398      	|
on_before_backward                 	|  1.6626e-05     	|1000           	|  0.016626       	|  0.0012071      	|
on_before_optimizer_step           	|  1.5613e-05     	|1000           	|  0.015613       	|  0.0011335      	|
training_step_end                  	|  8.8717e-06     	|1000           	|  0.0088717      	|  0.0006441      	|
configure_optimizers               	|  0.0087871      	|1              	|  0.0087871      	|  0.00063796     	|
on_epoch_end                       	|  1.1435e-05     	|500            	|  0.0057176      	|  0.0004151      	|
on_epoch_start                     	|  1.0856e-05     	|500            	|  0.0054282      	|  0.0003941      	|
on_train_start                     	|  0.0020882      	|1              	|  0.0020882      	|  0.00015161     	|
on_fit_end                         	|  6.7536e-05     	|1              	|  6.7536e-05     	|  4.9032e-06     	|
on_before_accelerator_backend_setup	|  5.9653e-05     	|1              	|  5.9653e-05     	|  4.3309e-06     	|
on_configure_sharded_model         	|  3.2749e-05     	|1              	|  3.2749e-05     	|  2.3776e-06     	|
setup                              	|  3.0015e-05     	|1              	|  3.0015e-05     	|  2.1791e-06     	|
on_fit_start                       	|  2.4064e-05     	|1              	|  2.4064e-05     	|  1.747e-06      	|
prepare_data                       	|  2.1368e-05     	|1              	|  2.1368e-05     	|  1.5514e-06     	|
teardown                           	|  1.4082e-05     	|1              	|  1.4082e-05     	|  1.0223e-06     	|
on_pretrain_routine_end            	|  1.3033e-05     	|1              	|  1.3033e-05     	|  9.4621e-07     	|
configure_callbacks                	|  8.6799e-06     	|1              	|  8.6799e-06     	|  6.3018e-07     	|
configure_sharded_model            	|  7.9405e-06     	|1              	|  7.9405e-06     	|  5.7649e-07     	|
on_train_dataloader                	|  5.8189e-06     	|1              	|  5.8189e-06     	|  4.2246e-07     	|
on_val_dataloader                  	|  5.2825e-06     	|1              	|  5.2825e-06     	|  3.8351e-07     	|
