FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  472.89         	|  100 %          	|
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run_training_epoch                 	|  0.89996        	|500            	|  449.98         	|  95.156         	|
run_training_batch                 	|  0.2993         	|1000           	|  299.3          	|  63.292         	|
optimizer_step_with_closure_0      	|  0.29666        	|1000           	|  296.66         	|  62.734         	|
training_step_and_backward         	|  0.224          	|1000           	|  224.0          	|  47.369         	|
model_forward                      	|  0.13654        	|1000           	|  136.54         	|  28.874         	|
training_step                      	|  0.13637        	|1000           	|  136.37         	|  28.838         	|
backward                           	|  0.086048       	|1000           	|  86.048         	|  18.196         	|
get_train_batch                    	|  0.028826       	|1500           	|  43.239         	|  9.1435         	|
fetch_next_train_batch             	|  0.028793       	|1500           	|  43.19          	|  9.1332         	|
zero_grad                          	|  0.0013841      	|1000           	|  1.3841         	|  0.29269        	|
on_train_batch_end                 	|  0.0013056      	|1000           	|  1.3056         	|  0.27608        	|
training_batch_to_device           	|  0.00059167     	|1000           	|  0.59167        	|  0.12512        	|
on_train_epoch_start               	|  0.00028058     	|500            	|  0.14029        	|  0.029667       	|
on_train_epoch_end                 	|  0.00027223     	|500            	|  0.13612        	|  0.028784       	|
on_train_batch_start               	|  0.0001062      	|1000           	|  0.1062         	|  0.022459       	|
on_batch_start                     	|  3.4803e-05     	|1000           	|  0.034803       	|  0.0073597      	|
on_pretrain_routine_start          	|  0.025522       	|1              	|  0.025522       	|  0.0053971      	|
on_train_end                       	|  0.023629       	|1              	|  0.023629       	|  0.0049968      	|
on_before_zero_grad                	|  2.1849e-05     	|1000           	|  0.021849       	|  0.0046203      	|
on_batch_end                       	|  1.4046e-05     	|1000           	|  0.014046       	|  0.0029702      	|
on_before_optimizer_step           	|  1.2166e-05     	|1000           	|  0.012166       	|  0.0025726      	|
on_after_backward                  	|  1.1144e-05     	|1000           	|  0.011144       	|  0.0023565      	|
on_before_backward                 	|  1.0694e-05     	|1000           	|  0.010694       	|  0.0022614      	|
training_step_end                  	|  1.0073e-05     	|1000           	|  0.010073       	|  0.0021301      	|
configure_optimizers               	|  0.0086334      	|1              	|  0.0086334      	|  0.0018257      	|
on_epoch_start                     	|  1.0447e-05     	|500            	|  0.0052233      	|  0.0011045      	|
on_epoch_end                       	|  1.0082e-05     	|500            	|  0.005041       	|  0.001066       	|
on_train_start                     	|  0.00075107     	|1              	|  0.00075107     	|  0.00015883     	|
on_fit_end                         	|  2.2041e-05     	|1              	|  2.2041e-05     	|  4.6609e-06     	|
on_before_accelerator_backend_setup	|  2.0198e-05     	|1              	|  2.0198e-05     	|  4.2712e-06     	|
on_fit_start                       	|  1.615e-05      	|1              	|  1.615e-05      	|  3.4152e-06     	|
setup                              	|  1.3415e-05     	|1              	|  1.3415e-05     	|  2.8368e-06     	|
on_configure_sharded_model         	|  1.3335e-05     	|1              	|  1.3335e-05     	|  2.8199e-06     	|
teardown                           	|  1.0831e-05     	|1              	|  1.0831e-05     	|  2.2904e-06     	|
on_pretrain_routine_end            	|  9.679e-06      	|1              	|  9.679e-06      	|  2.0468e-06     	|
prepare_data                       	|  7.494e-06      	|1              	|  7.494e-06      	|  1.5847e-06     	|
configure_sharded_model            	|  5.009e-06      	|1              	|  5.009e-06      	|  1.0592e-06     	|
configure_callbacks                	|  4.668e-06      	|1              	|  4.668e-06      	|  9.8713e-07     	|
on_train_dataloader                	|  4.338e-06      	|1              	|  4.338e-06      	|  9.1734e-07     	|
on_val_dataloader                  	|  4.328e-06      	|1              	|  4.328e-06      	|  9.1522e-07     	|
