FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  480.42         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.91489        	|500            	|  457.45         	|  95.219         	|
run_training_batch                 	|  0.30687        	|1000           	|  306.87         	|  63.875         	|
optimizer_step_with_closure_0      	|  0.30422        	|1000           	|  304.22         	|  63.324         	|
training_step_and_backward         	|  0.2293         	|1000           	|  229.3          	|  47.73          	|
model_forward                      	|  0.14196        	|1000           	|  141.96         	|  29.548         	|
training_step                      	|  0.14179        	|1000           	|  141.79         	|  29.514         	|
backward                           	|  0.085992       	|1000           	|  85.992         	|  17.9           	|
get_train_batch                    	|  0.028616       	|1500           	|  42.924         	|  8.9348         	|
fetch_next_train_batch             	|  0.028582       	|1500           	|  42.874         	|  8.9243         	|
on_train_batch_end                 	|  0.0013264      	|1000           	|  1.3264         	|  0.2761         	|
zero_grad                          	|  0.0013235      	|1000           	|  1.3235         	|  0.27549        	|
training_batch_to_device           	|  0.0005865      	|1000           	|  0.5865         	|  0.12208        	|
on_train_epoch_start               	|  0.00028738     	|500            	|  0.14369        	|  0.02991        	|
on_train_epoch_end                 	|  0.00026953     	|500            	|  0.13476        	|  0.028052       	|
on_train_batch_start               	|  0.00010825     	|1000           	|  0.10825        	|  0.022533       	|
on_batch_start                     	|  3.4547e-05     	|1000           	|  0.034547       	|  0.007191       	|
on_train_end                       	|  0.024389       	|1              	|  0.024389       	|  0.0050766      	|
on_pretrain_routine_start          	|  0.022789       	|1              	|  0.022789       	|  0.0047436      	|
on_before_zero_grad                	|  2.117e-05      	|1000           	|  0.02117        	|  0.0044066      	|
on_batch_end                       	|  1.3559e-05     	|1000           	|  0.013559       	|  0.0028224      	|
on_before_optimizer_step           	|  1.2023e-05     	|1000           	|  0.012023       	|  0.0025027      	|
on_after_backward                  	|  1.1193e-05     	|1000           	|  0.011193       	|  0.0023299      	|
on_before_backward                 	|  1.0879e-05     	|1000           	|  0.010879       	|  0.0022645      	|
configure_optimizers               	|  0.0083205      	|1              	|  0.0083205      	|  0.0017319      	|
training_step_end                  	|  7.7586e-06     	|1000           	|  0.0077586      	|  0.001615       	|
on_epoch_end                       	|  1.1074e-05     	|500            	|  0.005537       	|  0.0011525      	|
on_epoch_start                     	|  1.0666e-05     	|500            	|  0.005333       	|  0.0011101      	|
on_train_start                     	|  0.0007095      	|1              	|  0.0007095      	|  0.00014768     	|
on_fit_end                         	|  2.3664e-05     	|1              	|  2.3664e-05     	|  4.9258e-06     	|
on_fit_start                       	|  1.6391e-05     	|1              	|  1.6391e-05     	|  3.4118e-06     	|
on_before_accelerator_backend_setup	|  1.6261e-05     	|1              	|  1.6261e-05     	|  3.3848e-06     	|
on_configure_sharded_model         	|  1.4457e-05     	|1              	|  1.4457e-05     	|  3.0093e-06     	|
setup                              	|  1.4036e-05     	|1              	|  1.4036e-05     	|  2.9216e-06     	|
teardown                           	|  1.0821e-05     	|1              	|  1.0821e-05     	|  2.2524e-06     	|
on_pretrain_routine_end            	|  1.0569e-05     	|1              	|  1.0569e-05     	|  2.2e-06        	|
prepare_data                       	|  5.781e-06      	|1              	|  5.781e-06      	|  1.2033e-06     	|
configure_callbacks                	|  5.029e-06      	|1              	|  5.029e-06      	|  1.0468e-06     	|
on_train_dataloader                	|  4.568e-06      	|1              	|  4.568e-06      	|  9.5085e-07     	|
on_val_dataloader                  	|  4.428e-06      	|1              	|  4.428e-06      	|  9.217e-07      	|
configure_sharded_model            	|  4.348e-06      	|1              	|  4.348e-06      	|  9.0505e-07     	|
