FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1302.3         	|  100 %          	|
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run_training_epoch                 	|  2.5723         	|500            	|  1286.1         	|  98.758         	|
run_training_batch                 	|  0.26981        	|1000           	|  269.81         	|  20.718         	|
optimizer_step_with_closure_0      	|  0.26617        	|1000           	|  266.17         	|  20.439         	|
training_step_and_backward         	|  0.20485        	|1000           	|  204.85         	|  15.73          	|
get_train_batch                    	|  0.13566        	|1500           	|  203.49         	|  15.626         	|
fetch_next_train_batch             	|  0.13562        	|1500           	|  203.44         	|  15.621         	|
backward                           	|  0.10401        	|1000           	|  104.01         	|  7.9863         	|
model_forward                      	|  0.099428       	|1000           	|  99.428         	|  7.6347         	|
training_step                      	|  0.099222       	|1000           	|  99.222         	|  7.619          	|
on_train_batch_end                 	|  0.0019614      	|1000           	|  1.9614         	|  0.15061        	|
zero_grad                          	|  0.0013788      	|1000           	|  1.3788         	|  0.10588        	|
training_batch_to_device           	|  0.00063099     	|1000           	|  0.63099        	|  0.048452       	|
on_train_epoch_start               	|  0.00031083     	|500            	|  0.15541        	|  0.011934       	|
on_train_epoch_end                 	|  0.00030979     	|500            	|  0.15489        	|  0.011894       	|
on_train_batch_start               	|  0.00011211     	|1000           	|  0.11211        	|  0.0086083      	|
on_batch_start                     	|  4.5698e-05     	|1000           	|  0.045698       	|  0.003509       	|
on_train_end                       	|  0.04192        	|1              	|  0.04192        	|  0.0032189      	|
on_pretrain_routine_start          	|  0.022336       	|1              	|  0.022336       	|  0.0017151      	|
on_before_zero_grad                	|  2.0379e-05     	|1000           	|  0.020379       	|  0.0015649      	|
on_after_backward                  	|  1.9327e-05     	|1000           	|  0.019327       	|  0.001484       	|
on_batch_end                       	|  1.6648e-05     	|1000           	|  0.016648       	|  0.0012783      	|
on_before_optimizer_step           	|  1.3268e-05     	|1000           	|  0.013268       	|  0.0010188      	|
on_before_backward                 	|  1.2031e-05     	|1000           	|  0.012031       	|  0.00092382     	|
configure_optimizers               	|  0.010433       	|1              	|  0.010433       	|  0.00080108     	|
training_step_end                  	|  8.0081e-06     	|1000           	|  0.0080081      	|  0.00061492     	|
on_epoch_start                     	|  1.0686e-05     	|500            	|  0.0053432      	|  0.00041028     	|
on_epoch_end                       	|  1.0548e-05     	|500            	|  0.0052738      	|  0.00040496     	|
on_train_start                     	|  0.00109        	|1              	|  0.00109        	|  8.3701e-05     	|
on_fit_end                         	|  6.6031e-05     	|1              	|  6.6031e-05     	|  5.0703e-06     	|
on_fit_start                       	|  4.1937e-05     	|1              	|  4.1937e-05     	|  3.2202e-06     	|
on_before_accelerator_backend_setup	|  2.4324e-05     	|1              	|  2.4324e-05     	|  1.8678e-06     	|
setup                              	|  2.1519e-05     	|1              	|  2.1519e-05     	|  1.6524e-06     	|
teardown                           	|  1.92e-05       	|1              	|  1.92e-05       	|  1.4743e-06     	|
on_configure_sharded_model         	|  1.8235e-05     	|1              	|  1.8235e-05     	|  1.4002e-06     	|
on_pretrain_routine_end            	|  1.6483e-05     	|1              	|  1.6483e-05     	|  1.2656e-06     	|
prepare_data                       	|  1.1774e-05     	|1              	|  1.1774e-05     	|  9.0407e-07     	|
configure_callbacks                	|  6.5863e-06     	|1              	|  6.5863e-06     	|  5.0574e-07     	|
on_val_dataloader                  	|  6.5621e-06     	|1              	|  6.5621e-06     	|  5.0388e-07     	|
configure_sharded_model            	|  5.9102e-06     	|1              	|  5.9102e-06     	|  4.5382e-07     	|
on_train_dataloader                	|  5.1912e-06     	|1              	|  5.1912e-06     	|  3.9862e-07     	|
