FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  433.52         	|  100 %          	|
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run_training_epoch                 	|  6.4868         	|63             	|  408.67         	|  94.267         	|
run_training_batch                 	|  0.27569        	|1000           	|  275.69         	|  63.593         	|
optimizer_step_with_closure_0      	|  0.27129        	|1000           	|  271.29         	|  62.579         	|
training_step_and_backward         	|  0.20392        	|1000           	|  203.92         	|  47.038         	|
model_forward                      	|  0.10849        	|1000           	|  108.49         	|  25.026         	|
training_step                      	|  0.10829        	|1000           	|  108.29         	|  24.98          	|
backward                           	|  0.093784       	|1000           	|  93.784         	|  21.633         	|
get_train_batch                    	|  0.024922       	|1063           	|  26.492         	|  6.1109         	|
fetch_next_train_batch             	|  0.024897       	|1063           	|  26.466         	|  6.1048         	|
on_train_batch_end                 	|  0.0023487      	|1000           	|  2.3487         	|  0.54178        	|
zero_grad                          	|  0.0016061      	|1000           	|  1.6061         	|  0.37048        	|
training_batch_to_device           	|  0.00026831     	|1000           	|  0.26831        	|  0.061891       	|
on_train_batch_start               	|  9.5066e-05     	|1000           	|  0.095066       	|  0.021929       	|
on_train_end                       	|  0.051096       	|1              	|  0.051096       	|  0.011786       	|
on_after_backward                  	|  2.6997e-05     	|1000           	|  0.026997       	|  0.0062274      	|
on_pretrain_routine_start          	|  0.024727       	|1              	|  0.024727       	|  0.0057038      	|
on_train_epoch_start               	|  0.00036387     	|63             	|  0.022924       	|  0.0052878      	|
on_batch_start                     	|  2.2024e-05     	|1000           	|  0.022024       	|  0.0050803      	|
on_train_epoch_end                 	|  0.00034556     	|63             	|  0.02177        	|  0.0050218      	|
on_before_zero_grad                	|  1.8119e-05     	|1000           	|  0.018119       	|  0.0041796      	|
on_batch_end                       	|  1.6004e-05     	|1000           	|  0.016004       	|  0.0036917      	|
on_before_optimizer_step           	|  1.3786e-05     	|1000           	|  0.013786       	|  0.0031799      	|
on_before_backward                 	|  1.3223e-05     	|1000           	|  0.013223       	|  0.0030502      	|
configure_optimizers               	|  0.0099141      	|1              	|  0.0099141      	|  0.0022869      	|
training_step_end                  	|  7.4078e-06     	|1000           	|  0.0074078      	|  0.0017088      	|
on_train_start                     	|  0.0014041      	|1              	|  0.0014041      	|  0.00032388     	|
on_epoch_end                       	|  1.1715e-05     	|63             	|  0.00073803     	|  0.00017024     	|
on_epoch_start                     	|  1.1018e-05     	|63             	|  0.00069412     	|  0.00016011     	|
on_fit_start                       	|  4.4629e-05     	|1              	|  4.4629e-05     	|  1.0295e-05     	|
on_fit_end                         	|  3.4144e-05     	|1              	|  3.4144e-05     	|  7.876e-06      	|
on_configure_sharded_model         	|  3.0404e-05     	|1              	|  3.0404e-05     	|  7.0133e-06     	|
setup                              	|  2.91e-05       	|1              	|  2.91e-05       	|  6.7125e-06     	|
on_before_accelerator_backend_setup	|  2.5466e-05     	|1              	|  2.5466e-05     	|  5.8742e-06     	|
on_pretrain_routine_end            	|  1.6212e-05     	|1              	|  1.6212e-05     	|  3.7397e-06     	|
teardown                           	|  1.3517e-05     	|1              	|  1.3517e-05     	|  3.118e-06      	|
prepare_data                       	|  1.1116e-05     	|1              	|  1.1116e-05     	|  2.5642e-06     	|
configure_sharded_model            	|  1.0012e-05     	|1              	|  1.0012e-05     	|  2.3094e-06     	|
on_train_dataloader                	|  8.8308e-06     	|1              	|  8.8308e-06     	|  2.037e-06      	|
on_val_dataloader                  	|  8.4285e-06     	|1              	|  8.4285e-06     	|  1.9442e-06     	|
configure_callbacks                	|  8.1062e-06     	|1              	|  8.1062e-06     	|  1.8699e-06     	|
