FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  461.95         	|  100 %          	|
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run_training_epoch                 	|  0.87804        	|500            	|  439.02         	|  95.037         	|
run_training_batch                 	|  0.28824        	|1000           	|  288.24         	|  62.398         	|
optimizer_step_with_closure_0      	|  0.28558        	|1000           	|  285.58         	|  61.822         	|
training_step_and_backward         	|  0.21773        	|1000           	|  217.73         	|  47.132         	|
model_forward                      	|  0.1324         	|1000           	|  132.4          	|  28.66          	|
training_step                      	|  0.13223        	|1000           	|  132.23         	|  28.625         	|
backward                           	|  0.083942       	|1000           	|  83.942         	|  18.171         	|
get_train_batch                    	|  0.02856        	|1500           	|  42.84          	|  9.2739         	|
fetch_next_train_batch             	|  0.028528       	|1500           	|  42.792         	|  9.2634         	|
zero_grad                          	|  0.0013566      	|1000           	|  1.3566         	|  0.29367        	|
on_train_batch_end                 	|  0.0013077      	|1000           	|  1.3077         	|  0.28309        	|
training_batch_to_device           	|  0.00059565     	|1000           	|  0.59565        	|  0.12894        	|
on_train_epoch_end                 	|  0.00027537     	|500            	|  0.13769        	|  0.029806       	|
on_train_epoch_start               	|  0.00026189     	|500            	|  0.13094        	|  0.028346       	|
on_train_batch_start               	|  0.00010557     	|1000           	|  0.10557        	|  0.022853       	|
on_batch_start                     	|  3.6331e-05     	|1000           	|  0.036331       	|  0.0078648      	|
on_train_end                       	|  0.024125       	|1              	|  0.024125       	|  0.0052225      	|
on_pretrain_routine_start          	|  0.023037       	|1              	|  0.023037       	|  0.0049869      	|
on_before_zero_grad                	|  2.2108e-05     	|1000           	|  0.022108       	|  0.0047859      	|
on_batch_end                       	|  1.346e-05      	|1000           	|  0.01346        	|  0.0029138      	|
on_before_optimizer_step           	|  1.1954e-05     	|1000           	|  0.011954       	|  0.0025877      	|
on_before_backward                 	|  1.1172e-05     	|1000           	|  0.011172       	|  0.0024184      	|
on_after_backward                  	|  1.1006e-05     	|1000           	|  0.011006       	|  0.0023825      	|
configure_optimizers               	|  0.0081002      	|1              	|  0.0081002      	|  0.0017535      	|
training_step_end                  	|  7.5555e-06     	|1000           	|  0.0075555      	|  0.0016356      	|
on_epoch_start                     	|  1.053e-05      	|500            	|  0.0052651      	|  0.0011398      	|
on_epoch_end                       	|  1.0377e-05     	|500            	|  0.0051886      	|  0.0011232      	|
on_train_start                     	|  0.00069591     	|1              	|  0.00069591     	|  0.00015065     	|
on_fit_end                         	|  2.2612e-05     	|1              	|  2.2612e-05     	|  4.895e-06      	|
on_before_accelerator_backend_setup	|  1.9006e-05     	|1              	|  1.9006e-05     	|  4.1144e-06     	|
on_fit_start                       	|  1.5519e-05     	|1              	|  1.5519e-05     	|  3.3595e-06     	|
setup                              	|  1.3235e-05     	|1              	|  1.3235e-05     	|  2.8651e-06     	|
on_configure_sharded_model         	|  1.3104e-05     	|1              	|  1.3104e-05     	|  2.8367e-06     	|
teardown                           	|  1.0129e-05     	|1              	|  1.0129e-05     	|  2.1927e-06     	|
on_pretrain_routine_end            	|  9.2869e-06     	|1              	|  9.2869e-06     	|  2.0104e-06     	|
prepare_data                       	|  6.652e-06      	|1              	|  6.652e-06      	|  1.44e-06       	|
configure_callbacks                	|  4.679e-06      	|1              	|  4.679e-06      	|  1.0129e-06     	|
on_val_dataloader                  	|  4.529e-06      	|1              	|  4.529e-06      	|  9.8042e-07     	|
configure_sharded_model            	|  4.3079e-06     	|1              	|  4.3079e-06     	|  9.3257e-07     	|
on_train_dataloader                	|  3.928e-06      	|1              	|  3.928e-06      	|  8.5031e-07     	|
