FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  377.95         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.312         	|25             	|  357.79         	|  94.667         	|
run_training_batch                 	|  0.29383        	|1000           	|  293.83         	|  77.743         	|
optimizer_step_with_closure_0      	|  0.28943        	|1000           	|  289.43         	|  76.578         	|
training_step_and_backward         	|  0.2228         	|1000           	|  222.8          	|  58.949         	|
model_forward                      	|  0.11061        	|1000           	|  110.61         	|  29.267         	|
backward                           	|  0.11059        	|1000           	|  110.59         	|  29.26          	|
training_step                      	|  0.11042        	|1000           	|  110.42         	|  29.215         	|
get_train_batch                    	|  0.012094       	|1025           	|  12.397         	|  3.28           	|
fetch_next_train_batch             	|  0.012068       	|1025           	|  12.37          	|  3.2729         	|
on_train_batch_end                 	|  0.0028059      	|1000           	|  2.8059         	|  0.74241        	|
zero_grad                          	|  0.0015606      	|1000           	|  1.5606         	|  0.41292        	|
training_batch_to_device           	|  0.00028971     	|1000           	|  0.28971        	|  0.076652       	|
on_train_batch_start               	|  9.6932e-05     	|1000           	|  0.096932       	|  0.025647       	|
on_train_end                       	|  0.044723       	|1              	|  0.044723       	|  0.011833       	|
on_after_backward                  	|  2.5104e-05     	|1000           	|  0.025104       	|  0.0066422      	|
on_batch_start                     	|  2.2539e-05     	|1000           	|  0.022539       	|  0.0059634      	|
on_pretrain_routine_start          	|  0.022241       	|1              	|  0.022241       	|  0.0058846      	|
on_before_zero_grad                	|  1.6735e-05     	|1000           	|  0.016735       	|  0.0044278      	|
on_batch_end                       	|  1.6131e-05     	|1000           	|  0.016131       	|  0.0042681      	|
on_before_backward                 	|  1.3145e-05     	|1000           	|  0.013145       	|  0.0034779      	|
on_before_optimizer_step           	|  1.3126e-05     	|1000           	|  0.013126       	|  0.0034731      	|
on_train_epoch_end                 	|  0.00049674     	|25             	|  0.012418       	|  0.0032858      	|
on_train_epoch_start               	|  0.00048425     	|25             	|  0.012106       	|  0.0032031      	|
configure_optimizers               	|  0.007929       	|1              	|  0.007929       	|  0.0020979      	|
training_step_end                  	|  7.3699e-06     	|1000           	|  0.0073699      	|  0.00195        	|
on_train_start                     	|  0.00075656     	|1              	|  0.00075656     	|  0.00020018     	|
on_epoch_end                       	|  1.2277e-05     	|25             	|  0.00030692     	|  8.1206e-05     	|
on_epoch_start                     	|  1.1574e-05     	|25             	|  0.00028936     	|  7.6561e-05     	|
on_fit_end                         	|  3.3354e-05     	|1              	|  3.3354e-05     	|  8.8251e-06     	|
setup                              	|  2.8884e-05     	|1              	|  2.8884e-05     	|  7.6423e-06     	|
on_before_accelerator_backend_setup	|  2.4611e-05     	|1              	|  2.4611e-05     	|  6.5118e-06     	|
on_configure_sharded_model         	|  2.2518e-05     	|1              	|  2.2518e-05     	|  5.9578e-06     	|
teardown                           	|  1.8328e-05     	|1              	|  1.8328e-05     	|  4.8495e-06     	|
on_fit_start                       	|  1.7418e-05     	|1              	|  1.7418e-05     	|  4.6085e-06     	|
on_pretrain_routine_end            	|  1.3681e-05     	|1              	|  1.3681e-05     	|  3.6198e-06     	|
configure_sharded_model            	|  1.2983e-05     	|1              	|  1.2983e-05     	|  3.435e-06      	|
prepare_data                       	|  9.9596e-06     	|1              	|  9.9596e-06     	|  2.6352e-06     	|
on_val_dataloader                  	|  9.1493e-06     	|1              	|  9.1493e-06     	|  2.4208e-06     	|
on_train_dataloader                	|  8.8792e-06     	|1              	|  8.8792e-06     	|  2.3493e-06     	|
configure_callbacks                	|  6.0908e-06     	|1              	|  6.0908e-06     	|  1.6116e-06     	|
