FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1502.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.963          	|500            	|  1481.5         	|  98.637         	|
run_training_batch                 	|  0.39447        	|1000           	|  394.47         	|  26.263         	|
optimizer_step_with_closure_0      	|  0.39079        	|1000           	|  390.79         	|  26.019         	|
training_step_and_backward         	|  0.28609        	|1000           	|  286.09         	|  19.048         	|
get_train_batch                    	|  0.11598        	|1500           	|  173.97         	|  11.583         	|
fetch_next_train_batch             	|  0.11593        	|1500           	|  173.9          	|  11.578         	|
model_forward                      	|  0.1532         	|1000           	|  153.2          	|  10.2           	|
training_step                      	|  0.15297        	|1000           	|  152.97         	|  10.184         	|
backward                           	|  0.13133        	|1000           	|  131.33         	|  8.7437         	|
on_train_batch_end                 	|  0.0023791      	|1000           	|  2.3791         	|  0.1584         	|
zero_grad                          	|  0.0015283      	|1000           	|  1.5283         	|  0.10175        	|
training_batch_to_device           	|  0.00063801     	|1000           	|  0.63801        	|  0.042478       	|
on_train_epoch_end                 	|  0.00037065     	|500            	|  0.18533        	|  0.012339       	|
on_train_epoch_start               	|  0.00035243     	|500            	|  0.17622        	|  0.011732       	|
on_train_batch_start               	|  0.00011355     	|1000           	|  0.11355        	|  0.0075601      	|
on_batch_start                     	|  4.4757e-05     	|1000           	|  0.044757       	|  0.0029798      	|
on_train_end                       	|  0.043732       	|1              	|  0.043732       	|  0.0029116      	|
on_after_backward                  	|  2.5323e-05     	|1000           	|  0.025323       	|  0.001686       	|
on_before_zero_grad                	|  2.4096e-05     	|1000           	|  0.024096       	|  0.0016043      	|
on_pretrain_routine_start          	|  0.023434       	|1              	|  0.023434       	|  0.0015602      	|
on_before_backward                 	|  1.761e-05      	|1000           	|  0.01761        	|  0.0011725      	|
on_batch_end                       	|  1.661e-05      	|1000           	|  0.01661        	|  0.0011059      	|
on_before_optimizer_step           	|  1.6495e-05     	|1000           	|  0.016495       	|  0.0010982      	|
configure_optimizers               	|  0.011566       	|1              	|  0.011566       	|  0.00077006     	|
training_step_end                  	|  8.9525e-06     	|1000           	|  0.0089525      	|  0.00059605     	|
on_epoch_end                       	|  1.1623e-05     	|500            	|  0.0058113      	|  0.00038691     	|
on_epoch_start                     	|  1.1216e-05     	|500            	|  0.0056081      	|  0.00037338     	|
on_train_start                     	|  0.003039       	|1              	|  0.003039       	|  0.00020233     	|
on_fit_start                       	|  4.8013e-05     	|1              	|  4.8013e-05     	|  3.1967e-06     	|
on_before_accelerator_backend_setup	|  4.3171e-05     	|1              	|  4.3171e-05     	|  2.8742e-06     	|
on_configure_sharded_model         	|  3.7376e-05     	|1              	|  3.7376e-05     	|  2.4884e-06     	|
setup                              	|  3.1004e-05     	|1              	|  3.1004e-05     	|  2.0642e-06     	|
on_fit_end                         	|  3.0622e-05     	|1              	|  3.0622e-05     	|  2.0388e-06     	|
teardown                           	|  1.6348e-05     	|1              	|  1.6348e-05     	|  1.0885e-06     	|
on_pretrain_routine_end            	|  1.3996e-05     	|1              	|  1.3996e-05     	|  9.3183e-07     	|
prepare_data                       	|  1.1211e-05     	|1              	|  1.1211e-05     	|  7.4643e-07     	|
on_val_dataloader                  	|  9.9074e-06     	|1              	|  9.9074e-06     	|  6.5963e-07     	|
configure_callbacks                	|  9.4045e-06     	|1              	|  9.4045e-06     	|  6.2614e-07     	|
configure_sharded_model            	|  8.665e-06      	|1              	|  8.665e-06      	|  5.7691e-07     	|
on_train_dataloader                	|  7.987e-06      	|1              	|  7.987e-06      	|  5.3177e-07     	|
