FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1268.8         	|  100 %          	|
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run_training_epoch                 	|  2.5023         	|500            	|  1251.2         	|  98.61          	|
run_training_batch                 	|  0.25301        	|1000           	|  253.01         	|  19.941         	|
optimizer_step_with_closure_0      	|  0.25081        	|1000           	|  250.81         	|  19.768         	|
get_train_batch                    	|  0.12752        	|1500           	|  191.28         	|  15.075         	|
fetch_next_train_batch             	|  0.12748        	|1500           	|  191.22         	|  15.071         	|
training_step_and_backward         	|  0.19041        	|1000           	|  190.41         	|  15.007         	|
model_forward                      	|  0.099474       	|1000           	|  99.474         	|  7.84           	|
training_step                      	|  0.099262       	|1000           	|  99.262         	|  7.8233         	|
backward                           	|  0.089521       	|1000           	|  89.521         	|  7.0555         	|
on_train_batch_end                 	|  0.0017088      	|1000           	|  1.7088         	|  0.13468        	|
zero_grad                          	|  0.0013807      	|1000           	|  1.3807         	|  0.10882        	|
training_batch_to_device           	|  0.00063955     	|1000           	|  0.63955        	|  0.050406       	|
on_train_epoch_start               	|  0.00031751     	|500            	|  0.15875        	|  0.012512       	|
on_train_epoch_end                 	|  0.00029863     	|500            	|  0.14931        	|  0.011768       	|
on_train_batch_start               	|  0.00011358     	|1000           	|  0.11358        	|  0.0089519      	|
on_batch_start                     	|  4.4846e-05     	|1000           	|  0.044846       	|  0.0035346      	|
on_train_end                       	|  0.041267       	|1              	|  0.041267       	|  0.0032524      	|
on_pretrain_routine_start          	|  0.022146       	|1              	|  0.022146       	|  0.0017454      	|
on_before_zero_grad                	|  2.0705e-05     	|1000           	|  0.020705       	|  0.0016318      	|
on_after_backward                  	|  1.8124e-05     	|1000           	|  0.018124       	|  0.0014284      	|
on_batch_end                       	|  1.7269e-05     	|1000           	|  0.017269       	|  0.0013611      	|
on_before_optimizer_step           	|  1.3467e-05     	|1000           	|  0.013467       	|  0.0010614      	|
on_before_backward                 	|  1.204e-05      	|1000           	|  0.01204        	|  0.00094896     	|
configure_optimizers               	|  0.010961       	|1              	|  0.010961       	|  0.00086387     	|
training_step_end                  	|  7.7635e-06     	|1000           	|  0.0077635      	|  0.00061188     	|
on_epoch_end                       	|  1.0947e-05     	|500            	|  0.0054736      	|  0.0004314      	|
on_epoch_start                     	|  1.0351e-05     	|500            	|  0.0051757      	|  0.00040792     	|
on_train_start                     	|  0.0010436      	|1              	|  0.0010436      	|  8.2252e-05     	|
on_fit_start                       	|  4.6209e-05     	|1              	|  4.6209e-05     	|  3.6419e-06     	|
on_fit_end                         	|  2.8064e-05     	|1              	|  2.8064e-05     	|  2.2119e-06     	|
setup                              	|  2.7703e-05     	|1              	|  2.7703e-05     	|  2.1834e-06     	|
on_before_accelerator_backend_setup	|  2.3423e-05     	|1              	|  2.3423e-05     	|  1.8461e-06     	|
on_configure_sharded_model         	|  2.0217e-05     	|1              	|  2.0217e-05     	|  1.5934e-06     	|
on_pretrain_routine_end            	|  1.5449e-05     	|1              	|  1.5449e-05     	|  1.2176e-06     	|
teardown                           	|  1.3566e-05     	|1              	|  1.3566e-05     	|  1.0692e-06     	|
prepare_data                       	|  8.7619e-06     	|1              	|  8.7619e-06     	|  6.9056e-07     	|
configure_callbacks                	|  8.5998e-06     	|1              	|  8.5998e-06     	|  6.7779e-07     	|
configure_sharded_model            	|  8.1901e-06     	|1              	|  8.1901e-06     	|  6.455e-07      	|
on_val_dataloader                  	|  6.8918e-06     	|1              	|  6.8918e-06     	|  5.4317e-07     	|
on_train_dataloader                	|  5.9102e-06     	|1              	|  5.9102e-06     	|  4.6581e-07     	|
