FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  507.03         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.9683         	|500            	|  484.15         	|  95.488         	|
run_training_batch                 	|  0.33047        	|1000           	|  330.47         	|  65.177         	|
optimizer_step_with_closure_0      	|  0.32778        	|1000           	|  327.78         	|  64.647         	|
training_step_and_backward         	|  0.24551        	|1000           	|  245.51         	|  48.422         	|
model_forward                      	|  0.15305        	|1000           	|  153.05         	|  30.186         	|
training_step                      	|  0.15289        	|1000           	|  152.89         	|  30.153         	|
backward                           	|  0.091086       	|1000           	|  91.086         	|  17.965         	|
get_train_batch                    	|  0.029606       	|1500           	|  44.409         	|  8.7588         	|
fetch_next_train_batch             	|  0.029572       	|1500           	|  44.358         	|  8.7486         	|
zero_grad                          	|  0.001344       	|1000           	|  1.344          	|  0.26508        	|
on_train_batch_end                 	|  0.0013191      	|1000           	|  1.3191         	|  0.26017        	|
training_batch_to_device           	|  0.00059248     	|1000           	|  0.59248        	|  0.11685        	|
on_train_epoch_start               	|  0.00028221     	|500            	|  0.1411         	|  0.02783        	|
on_train_epoch_end                 	|  0.00026753     	|500            	|  0.13376        	|  0.026382       	|
on_train_batch_start               	|  0.00010589     	|1000           	|  0.10589        	|  0.020884       	|
on_batch_start                     	|  3.3584e-05     	|1000           	|  0.033584       	|  0.0066237      	|
on_train_end                       	|  0.024302       	|1              	|  0.024302       	|  0.004793       	|
on_pretrain_routine_start          	|  0.022551       	|1              	|  0.022551       	|  0.0044477      	|
on_before_zero_grad                	|  2.0186e-05     	|1000           	|  0.020186       	|  0.0039813      	|
on_before_optimizer_step           	|  1.3977e-05     	|1000           	|  0.013977       	|  0.0027566      	|
on_batch_end                       	|  1.3752e-05     	|1000           	|  0.013752       	|  0.0027122      	|
on_before_backward                 	|  1.1449e-05     	|1000           	|  0.011449       	|  0.0022581      	|
on_after_backward                  	|  1.1359e-05     	|1000           	|  0.011359       	|  0.0022403      	|
configure_optimizers               	|  0.0083003      	|1              	|  0.0083003      	|  0.001637       	|
training_step_end                  	|  7.6249e-06     	|1000           	|  0.0076249      	|  0.0015038      	|
on_epoch_start                     	|  1.1181e-05     	|500            	|  0.0055903      	|  0.0011026      	|
on_epoch_end                       	|  1.0495e-05     	|500            	|  0.0052474      	|  0.0010349      	|
on_train_start                     	|  0.00072765     	|1              	|  0.00072765     	|  0.00014351     	|
on_fit_end                         	|  2.2251e-05     	|1              	|  2.2251e-05     	|  4.3885e-06     	|
on_before_accelerator_backend_setup	|  1.9727e-05     	|1              	|  1.9727e-05     	|  3.8907e-06     	|
on_fit_start                       	|  1.7283e-05     	|1              	|  1.7283e-05     	|  3.4087e-06     	|
on_configure_sharded_model         	|  1.3254e-05     	|1              	|  1.3254e-05     	|  2.6141e-06     	|
setup                              	|  1.2614e-05     	|1              	|  1.2614e-05     	|  2.4878e-06     	|
teardown                           	|  1.0099e-05     	|1              	|  1.0099e-05     	|  1.9918e-06     	|
on_pretrain_routine_end            	|  9.8989e-06     	|1              	|  9.8989e-06     	|  1.9523e-06     	|
prepare_data                       	|  7.284e-06      	|1              	|  7.284e-06      	|  1.4366e-06     	|
configure_callbacks                	|  5.149e-06      	|1              	|  5.149e-06      	|  1.0155e-06     	|
on_val_dataloader                  	|  4.6691e-06     	|1              	|  4.6691e-06     	|  9.2087e-07     	|
configure_sharded_model            	|  4.489e-06      	|1              	|  4.489e-06      	|  8.8535e-07     	|
on_train_dataloader                	|  4.238e-06      	|1              	|  4.238e-06      	|  8.3585e-07     	|
