FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  481.92         	|  100 %          	|
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run_training_epoch                 	|  0.91805        	|500            	|  459.03         	|  95.25          	|
run_training_batch                 	|  0.30799        	|1000           	|  307.99         	|  63.909         	|
optimizer_step_with_closure_0      	|  0.30525        	|1000           	|  305.25         	|  63.341         	|
training_step_and_backward         	|  0.23001        	|1000           	|  230.01         	|  47.728         	|
model_forward                      	|  0.14232        	|1000           	|  142.32         	|  29.532         	|
training_step                      	|  0.14215        	|1000           	|  142.15         	|  29.498         	|
backward                           	|  0.086339       	|1000           	|  86.339         	|  17.916         	|
get_train_batch                    	|  0.02895        	|1500           	|  43.424         	|  9.0108         	|
fetch_next_train_batch             	|  0.028916       	|1500           	|  43.375         	|  9.0005         	|
on_train_batch_end                 	|  0.001366       	|1000           	|  1.366          	|  0.28345        	|
zero_grad                          	|  0.0013192      	|1000           	|  1.3192         	|  0.27374        	|
training_batch_to_device           	|  0.00059484     	|1000           	|  0.59484        	|  0.12343        	|
on_train_epoch_start               	|  0.00027182     	|500            	|  0.13591        	|  0.028202       	|
on_train_epoch_end                 	|  0.00026658     	|500            	|  0.13329        	|  0.027659       	|
on_train_batch_start               	|  0.00010383     	|1000           	|  0.10383        	|  0.021546       	|
on_batch_start                     	|  3.5297e-05     	|1000           	|  0.035297       	|  0.0073244      	|
on_train_end                       	|  0.023624       	|1              	|  0.023624       	|  0.004902       	|
on_pretrain_routine_start          	|  0.022645       	|1              	|  0.022645       	|  0.0046989      	|
on_before_zero_grad                	|  2.0353e-05     	|1000           	|  0.020353       	|  0.0042234      	|
on_batch_end                       	|  1.4288e-05     	|1000           	|  0.014288       	|  0.0029649      	|
on_before_optimizer_step           	|  1.1839e-05     	|1000           	|  0.011839       	|  0.0024566      	|
on_after_backward                  	|  1.1818e-05     	|1000           	|  0.011818       	|  0.0024523      	|
on_before_backward                 	|  1.1346e-05     	|1000           	|  0.011346       	|  0.0023544      	|
configure_optimizers               	|  0.0081951      	|1              	|  0.0081951      	|  0.0017005      	|
training_step_end                  	|  7.641e-06      	|1000           	|  0.007641       	|  0.0015855      	|
on_epoch_start                     	|  1.0993e-05     	|500            	|  0.0054967      	|  0.0011406      	|
on_epoch_end                       	|  1.0426e-05     	|500            	|  0.0052128      	|  0.0010817      	|
on_train_start                     	|  0.00071428     	|1              	|  0.00071428     	|  0.00014822     	|
on_fit_end                         	|  2.2673e-05     	|1              	|  2.2673e-05     	|  4.7048e-06     	|
on_before_accelerator_backend_setup	|  1.8184e-05     	|1              	|  1.8184e-05     	|  3.7733e-06     	|
on_fit_start                       	|  1.5439e-05     	|1              	|  1.5439e-05     	|  3.2037e-06     	|
on_configure_sharded_model         	|  1.3616e-05     	|1              	|  1.3616e-05     	|  2.8254e-06     	|
setup                              	|  1.3486e-05     	|1              	|  1.3486e-05     	|  2.7984e-06     	|
teardown                           	|  1.1321e-05     	|1              	|  1.1321e-05     	|  2.3492e-06     	|
on_pretrain_routine_end            	|  9.227e-06      	|1              	|  9.227e-06      	|  1.9146e-06     	|
prepare_data                       	|  6.282e-06      	|1              	|  6.282e-06      	|  1.3035e-06     	|
configure_callbacks                	|  4.9589e-06     	|1              	|  4.9589e-06     	|  1.029e-06      	|
configure_sharded_model            	|  4.579e-06      	|1              	|  4.579e-06      	|  9.5016e-07     	|
on_val_dataloader                  	|  4.539e-06      	|1              	|  4.539e-06      	|  9.4187e-07     	|
on_train_dataloader                	|  3.928e-06      	|1              	|  3.928e-06      	|  8.1507e-07     	|
