FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  545.91         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  1.0444         	|500            	|  522.2          	|  95.657         	|
run_training_batch                 	|  0.36231        	|1000           	|  362.31         	|  66.369         	|
optimizer_step_with_closure_0      	|  0.35957        	|1000           	|  359.57         	|  65.867         	|
training_step_and_backward         	|  0.26961        	|1000           	|  269.61         	|  49.388         	|
model_forward                      	|  0.16645        	|1000           	|  166.45         	|  30.491         	|
training_step                      	|  0.16628        	|1000           	|  166.28         	|  30.46          	|
backward                           	|  0.10175        	|1000           	|  101.75         	|  18.638         	|
get_train_batch                    	|  0.03026        	|1500           	|  45.389         	|  8.3145         	|
fetch_next_train_batch             	|  0.030225       	|1500           	|  45.338         	|  8.3051         	|
zero_grad                          	|  0.0013822      	|1000           	|  1.3822         	|  0.25319        	|
on_train_batch_end                 	|  0.0013414      	|1000           	|  1.3414         	|  0.24571        	|
training_batch_to_device           	|  0.00060232     	|1000           	|  0.60232        	|  0.11033        	|
on_train_epoch_start               	|  0.00028172     	|500            	|  0.14086        	|  0.025803       	|
on_train_epoch_end                 	|  0.00027876     	|500            	|  0.13938        	|  0.025532       	|
on_train_batch_start               	|  0.00010617     	|1000           	|  0.10617        	|  0.019449       	|
on_batch_start                     	|  3.4973e-05     	|1000           	|  0.034973       	|  0.0064064      	|
on_train_end                       	|  0.023933       	|1              	|  0.023933       	|  0.0043842      	|
on_pretrain_routine_start          	|  0.022655       	|1              	|  0.022655       	|  0.00415        	|
on_before_zero_grad                	|  2.2127e-05     	|1000           	|  0.022127       	|  0.0040532      	|
on_batch_end                       	|  1.4446e-05     	|1000           	|  0.014446       	|  0.0026463      	|
on_before_optimizer_step           	|  1.3103e-05     	|1000           	|  0.013103       	|  0.0024002      	|
on_before_backward                 	|  1.1878e-05     	|1000           	|  0.011878       	|  0.0021759      	|
on_after_backward                  	|  1.1663e-05     	|1000           	|  0.011663       	|  0.0021365      	|
configure_optimizers               	|  0.0081657      	|1              	|  0.0081657      	|  0.0014958      	|
training_step_end                  	|  8.125e-06      	|1000           	|  0.008125       	|  0.0014884      	|
on_epoch_start                     	|  1.1148e-05     	|500            	|  0.005574       	|  0.0010211      	|
on_epoch_end                       	|  1.0657e-05     	|500            	|  0.0053286      	|  0.0009761      	|
on_train_start                     	|  0.00072488     	|1              	|  0.00072488     	|  0.00013278     	|
on_fit_end                         	|  2.2553e-05     	|1              	|  2.2553e-05     	|  4.1313e-06     	|
on_before_accelerator_backend_setup	|  2.2301e-05     	|1              	|  2.2301e-05     	|  4.0851e-06     	|
on_fit_start                       	|  1.614e-05      	|1              	|  1.614e-05      	|  2.9565e-06     	|
on_configure_sharded_model         	|  1.3906e-05     	|1              	|  1.3906e-05     	|  2.5473e-06     	|
setup                              	|  1.3495e-05     	|1              	|  1.3495e-05     	|  2.472e-06      	|
teardown                           	|  1.105e-05      	|1              	|  1.105e-05      	|  2.0242e-06     	|
on_pretrain_routine_end            	|  1.0068e-05     	|1              	|  1.0068e-05     	|  1.8443e-06     	|
prepare_data                       	|  7.625e-06      	|1              	|  7.625e-06      	|  1.3968e-06     	|
configure_sharded_model            	|  5.16e-06       	|1              	|  5.16e-06       	|  9.4522e-07     	|
configure_callbacks                	|  4.819e-06      	|1              	|  4.819e-06      	|  8.8275e-07     	|
on_val_dataloader                  	|  4.368e-06      	|1              	|  4.368e-06      	|  8.0014e-07     	|
on_train_dataloader                	|  4.1371e-06     	|1              	|  4.1371e-06     	|  7.5783e-07     	|
