FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  581.96         	|  100 %          	|
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run_training_epoch                 	|  1.1183         	|500            	|  559.15         	|  96.08          	|
run_training_batch                 	|  0.40911        	|1000           	|  409.11         	|  70.299         	|
optimizer_step_with_closure_0      	|  0.40637        	|1000           	|  406.37         	|  69.828         	|
training_step_and_backward         	|  0.30943        	|1000           	|  309.43         	|  53.17          	|
model_forward                      	|  0.18739        	|1000           	|  187.39         	|  32.2           	|
training_step                      	|  0.18722        	|1000           	|  187.22         	|  32.171         	|
backward                           	|  0.12063        	|1000           	|  120.63         	|  20.729         	|
get_train_batch                    	|  0.029621       	|1500           	|  44.431         	|  7.6348         	|
fetch_next_train_batch             	|  0.029587       	|1500           	|  44.38          	|  7.6259         	|
on_train_batch_end                 	|  0.001376       	|1000           	|  1.376          	|  0.23644        	|
zero_grad                          	|  0.0013648      	|1000           	|  1.3648         	|  0.23452        	|
training_batch_to_device           	|  0.00060991     	|1000           	|  0.60991        	|  0.1048         	|
on_train_epoch_start               	|  0.0002863      	|500            	|  0.14315        	|  0.024598       	|
on_train_epoch_end                 	|  0.0002782      	|500            	|  0.1391         	|  0.023902       	|
on_train_batch_start               	|  0.000108       	|1000           	|  0.108          	|  0.018557       	|
on_batch_start                     	|  3.4986e-05     	|1000           	|  0.034986       	|  0.0060116      	|
on_train_end                       	|  0.023863       	|1              	|  0.023863       	|  0.0041004      	|
on_pretrain_routine_start          	|  0.022963       	|1              	|  0.022963       	|  0.0039458      	|
on_before_zero_grad                	|  2.1784e-05     	|1000           	|  0.021784       	|  0.0037432      	|
on_batch_end                       	|  1.3792e-05     	|1000           	|  0.013792       	|  0.0023698      	|
on_before_optimizer_step           	|  1.1962e-05     	|1000           	|  0.011962       	|  0.0020555      	|
on_after_backward                  	|  1.1126e-05     	|1000           	|  0.011126       	|  0.0019119      	|
on_before_backward                 	|  1.0987e-05     	|1000           	|  0.010987       	|  0.001888       	|
training_step_end                  	|  9.5809e-06     	|1000           	|  0.0095809      	|  0.0016463      	|
configure_optimizers               	|  0.0077403      	|1              	|  0.0077403      	|  0.00133        	|
on_epoch_start                     	|  1.074e-05      	|500            	|  0.0053701      	|  0.00092276     	|
on_epoch_end                       	|  1.0156e-05     	|500            	|  0.0050779      	|  0.00087254     	|
on_train_start                     	|  0.00071045     	|1              	|  0.00071045     	|  0.00012208     	|
on_fit_end                         	|  2.4225e-05     	|1              	|  2.4225e-05     	|  4.1626e-06     	|
on_before_accelerator_backend_setup	|  2.136e-05      	|1              	|  2.136e-05      	|  3.6703e-06     	|
setup                              	|  1.7372e-05     	|1              	|  1.7372e-05     	|  2.9851e-06     	|
on_fit_start                       	|  1.7142e-05     	|1              	|  1.7142e-05     	|  2.9456e-06     	|
on_configure_sharded_model         	|  1.4587e-05     	|1              	|  1.4587e-05     	|  2.5065e-06     	|
teardown                           	|  1.0169e-05     	|1              	|  1.0169e-05     	|  1.7474e-06     	|
on_pretrain_routine_end            	|  1.0099e-05     	|1              	|  1.0099e-05     	|  1.7353e-06     	|
prepare_data                       	|  8.326e-06      	|1              	|  8.326e-06      	|  1.4307e-06     	|
configure_callbacks                	|  5.1199e-06     	|1              	|  5.1199e-06     	|  8.7977e-07     	|
on_val_dataloader                  	|  4.549e-06      	|1              	|  4.549e-06      	|  7.8167e-07     	|
configure_sharded_model            	|  4.358e-06      	|1              	|  4.358e-06      	|  7.4885e-07     	|
on_train_dataloader                	|  4.2979e-06     	|1              	|  4.2979e-06     	|  7.3852e-07     	|
