FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  429.86         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.437          	|63             	|  405.53         	|  94.34          	|
run_training_batch                 	|  0.2737         	|1000           	|  273.7          	|  63.671         	|
optimizer_step_with_closure_0      	|  0.26941        	|1000           	|  269.41         	|  62.673         	|
training_step_and_backward         	|  0.20301        	|1000           	|  203.01         	|  47.227         	|
model_forward                      	|  0.10699        	|1000           	|  106.99         	|  24.89          	|
training_step                      	|  0.1068         	|1000           	|  106.8          	|  24.844         	|
backward                           	|  0.094446       	|1000           	|  94.446         	|  21.971         	|
get_train_batch                    	|  0.025226       	|1063           	|  26.815         	|  6.2381         	|
fetch_next_train_batch             	|  0.025201       	|1063           	|  26.789         	|  6.2319         	|
on_train_batch_end                 	|  0.0022667      	|1000           	|  2.2667         	|  0.5273         	|
zero_grad                          	|  0.0015375      	|1000           	|  1.5375         	|  0.35767        	|
training_batch_to_device           	|  0.00032003     	|1000           	|  0.32003        	|  0.07445        	|
on_train_batch_start               	|  9.4896e-05     	|1000           	|  0.094896       	|  0.022076       	|
on_train_end                       	|  0.049813       	|1              	|  0.049813       	|  0.011588       	|
on_pretrain_routine_start          	|  0.026375       	|1              	|  0.026375       	|  0.0061357      	|
on_after_backward                  	|  2.5215e-05     	|1000           	|  0.025215       	|  0.0058659      	|
on_train_epoch_end                 	|  0.00039293     	|63             	|  0.024754       	|  0.0057587      	|
on_train_epoch_start               	|  0.00036416     	|63             	|  0.022942       	|  0.0053371      	|
on_batch_start                     	|  2.1799e-05     	|1000           	|  0.021799       	|  0.0050711      	|
on_before_zero_grad                	|  1.7747e-05     	|1000           	|  0.017747       	|  0.0041284      	|
on_batch_end                       	|  1.5242e-05     	|1000           	|  0.015242       	|  0.0035458      	|
on_before_backward                 	|  1.3338e-05     	|1000           	|  0.013338       	|  0.0031029      	|
configure_optimizers               	|  0.012995       	|1              	|  0.012995       	|  0.0030231      	|
on_before_optimizer_step           	|  1.2547e-05     	|1000           	|  0.012547       	|  0.0029188      	|
training_step_end                  	|  7.0869e-06     	|1000           	|  0.0070869      	|  0.0016487      	|
on_train_start                     	|  0.0014302      	|1              	|  0.0014302      	|  0.00033272     	|
on_epoch_end                       	|  1.2986e-05     	|63             	|  0.00081811     	|  0.00019032     	|
on_epoch_start                     	|  1.1225e-05     	|63             	|  0.00070715     	|  0.00016451     	|
on_fit_end                         	|  6.276e-05      	|1              	|  6.276e-05      	|  1.46e-05       	|
on_fit_start                       	|  3.9728e-05     	|1              	|  3.9728e-05     	|  9.2421e-06     	|
setup                              	|  2.3788e-05     	|1              	|  2.3788e-05     	|  5.5338e-06     	|
on_configure_sharded_model         	|  2.2601e-05     	|1              	|  2.2601e-05     	|  5.2578e-06     	|
on_before_accelerator_backend_setup	|  2.2564e-05     	|1              	|  2.2564e-05     	|  5.2491e-06     	|
teardown                           	|  1.5438e-05     	|1              	|  1.5438e-05     	|  3.5913e-06     	|
on_pretrain_routine_end            	|  1.4681e-05     	|1              	|  1.4681e-05     	|  3.4154e-06     	|
prepare_data                       	|  8.6278e-06     	|1              	|  8.6278e-06     	|  2.0071e-06     	|
on_train_dataloader                	|  8.4508e-06     	|1              	|  8.4508e-06     	|  1.9659e-06     	|
configure_callbacks                	|  8.3223e-06     	|1              	|  8.3223e-06     	|  1.936e-06      	|
on_val_dataloader                  	|  7.5288e-06     	|1              	|  7.5288e-06     	|  1.7514e-06     	|
configure_sharded_model            	|  6.9402e-06     	|1              	|  6.9402e-06     	|  1.6145e-06     	|
