FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  385.88         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  17.098         	|21             	|  359.06         	|  93.049         	|
run_training_batch                 	|  0.31182        	|1000           	|  311.82         	|  80.807         	|
optimizer_step_with_closure_0      	|  0.30791        	|1000           	|  307.91         	|  79.794         	|
training_step_and_backward         	|  0.23535        	|1000           	|  235.35         	|  60.991         	|
backward                           	|  0.11863        	|1000           	|  118.63         	|  30.743         	|
model_forward                      	|  0.11495        	|1000           	|  114.95         	|  29.789         	|
training_step                      	|  0.11472        	|1000           	|  114.72         	|  29.73          	|
get_train_batch                    	|  0.0094168      	|1021           	|  9.6145         	|  2.4916         	|
fetch_next_train_batch             	|  0.0093897      	|1021           	|  9.5869         	|  2.4844         	|
on_train_batch_end                 	|  0.002514       	|1000           	|  2.514          	|  0.65151        	|
zero_grad                          	|  0.0017322      	|1000           	|  1.7322         	|  0.4489         	|
on_train_end                       	|  0.71803        	|1              	|  0.71803        	|  0.18608        	|
training_batch_to_device           	|  0.00030752     	|1000           	|  0.30752        	|  0.079692       	|
on_train_batch_start               	|  0.00011454     	|1000           	|  0.11454        	|  0.029684       	|
on_after_backward                  	|  2.9878e-05     	|1000           	|  0.029878       	|  0.0077429      	|
on_batch_start                     	|  2.4055e-05     	|1000           	|  0.024055       	|  0.0062339      	|
on_pretrain_routine_start          	|  0.022496       	|1              	|  0.022496       	|  0.0058299      	|
configure_optimizers               	|  0.022448       	|1              	|  0.022448       	|  0.0058172      	|
on_before_zero_grad                	|  2.0824e-05     	|1000           	|  0.020824       	|  0.0053965      	|
on_batch_end                       	|  1.8826e-05     	|1000           	|  0.018826       	|  0.0048787      	|
on_before_optimizer_step           	|  1.5268e-05     	|1000           	|  0.015268       	|  0.0039566      	|
on_before_backward                 	|  1.4712e-05     	|1000           	|  0.014712       	|  0.0038126      	|
on_train_epoch_end                 	|  0.00039521     	|21             	|  0.0082995      	|  0.0021508      	|
training_step_end                  	|  8.1977e-06     	|1000           	|  0.0081977      	|  0.0021244      	|
on_train_epoch_start               	|  0.00038437     	|21             	|  0.0080718      	|  0.0020918      	|
on_train_start                     	|  0.0016833      	|1              	|  0.0016833      	|  0.00043621     	|
on_epoch_end                       	|  1.2627e-05     	|21             	|  0.00026516     	|  6.8716e-05     	|
on_epoch_start                     	|  1.1763e-05     	|21             	|  0.00024702     	|  6.4016e-05     	|
on_fit_end                         	|  7.2408e-05     	|1              	|  7.2408e-05     	|  1.8764e-05     	|
on_fit_start                       	|  4.3992e-05     	|1              	|  4.3992e-05     	|  1.14e-05       	|
on_before_accelerator_backend_setup	|  2.3147e-05     	|1              	|  2.3147e-05     	|  5.9985e-06     	|
on_configure_sharded_model         	|  2.311e-05      	|1              	|  2.311e-05      	|  5.9889e-06     	|
setup                              	|  2.1229e-05     	|1              	|  2.1229e-05     	|  5.5013e-06     	|
teardown                           	|  1.5948e-05     	|1              	|  1.5948e-05     	|  4.1329e-06     	|
on_pretrain_routine_end            	|  1.4171e-05     	|1              	|  1.4171e-05     	|  3.6724e-06     	|
configure_sharded_model            	|  9.8702e-06     	|1              	|  9.8702e-06     	|  2.5578e-06     	|
prepare_data                       	|  9.086e-06      	|1              	|  9.086e-06      	|  2.3546e-06     	|
on_val_dataloader                  	|  8.7358e-06     	|1              	|  8.7358e-06     	|  2.2639e-06     	|
configure_callbacks                	|  8.0429e-06     	|1              	|  8.0429e-06     	|  2.0843e-06     	|
on_train_dataloader                	|  7.6871e-06     	|1              	|  7.6871e-06     	|  1.9921e-06     	|
