FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  402.32         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.044         	|25             	|  376.1          	|  93.482         	|
run_training_batch                 	|  0.36352        	|1000           	|  363.52         	|  90.355         	|
optimizer_step_with_closure_0      	|  0.36077        	|1000           	|  360.77         	|  89.673         	|
training_step_and_backward         	|  0.28102        	|1000           	|  281.02         	|  69.849         	|
model_forward                      	|  0.16568        	|1000           	|  165.68         	|  41.18          	|
training_step                      	|  0.16554        	|1000           	|  165.54         	|  41.146         	|
backward                           	|  0.11404        	|1000           	|  114.04         	|  28.344         	|
get_train_batch                    	|  0.0042435      	|1025           	|  4.3496         	|  1.0811         	|
fetch_next_train_batch             	|  0.0042259      	|1025           	|  4.3315         	|  1.0766         	|
zero_grad                          	|  0.0012799      	|1000           	|  1.2799         	|  0.31812        	|
on_train_batch_end                 	|  0.0012115      	|1000           	|  1.2115         	|  0.30113        	|
training_batch_to_device           	|  0.00024035     	|1000           	|  0.24035        	|  0.05974        	|
on_train_batch_start               	|  8.9913e-05     	|1000           	|  0.089913       	|  0.022348       	|
on_train_end                       	|  0.024204       	|1              	|  0.024204       	|  0.0060161      	|
on_pretrain_routine_start          	|  0.022679       	|1              	|  0.022679       	|  0.0056371      	|
on_batch_start                     	|  1.6865e-05     	|1000           	|  0.016865       	|  0.0041919      	|
on_before_zero_grad                	|  1.3946e-05     	|1000           	|  0.013946       	|  0.0034663      	|
on_batch_end                       	|  1.3145e-05     	|1000           	|  0.013145       	|  0.0032673      	|
on_after_backward                  	|  1.1399e-05     	|1000           	|  0.011399       	|  0.0028334      	|
on_before_backward                 	|  1.0734e-05     	|1000           	|  0.010734       	|  0.0026681      	|
on_before_optimizer_step           	|  1.0653e-05     	|1000           	|  0.010653       	|  0.0026478      	|
configure_optimizers               	|  0.0086636      	|1              	|  0.0086636      	|  0.0021534      	|
on_train_epoch_end                 	|  0.0002993      	|25             	|  0.0074825      	|  0.0018598      	|
on_train_epoch_start               	|  0.00027549     	|25             	|  0.0068871      	|  0.0017118      	|
training_step_end                  	|  6.0638e-06     	|1000           	|  0.0060638      	|  0.0015072      	|
on_train_start                     	|  0.00068276     	|1              	|  0.00068276     	|  0.0001697      	|
on_epoch_start                     	|  1.1291e-05     	|25             	|  0.00028227     	|  7.016e-05      	|
on_epoch_end                       	|  1.0385e-05     	|25             	|  0.00025962     	|  6.4531e-05     	|
on_fit_end                         	|  2.4115e-05     	|1              	|  2.4115e-05     	|  5.994e-06      	|
on_before_accelerator_backend_setup	|  2.2833e-05     	|1              	|  2.2833e-05     	|  5.6753e-06     	|
on_fit_start                       	|  1.6671e-05     	|1              	|  1.6671e-05     	|  4.1437e-06     	|
on_configure_sharded_model         	|  1.5438e-05     	|1              	|  1.5438e-05     	|  3.8372e-06     	|
setup                              	|  1.4447e-05     	|1              	|  1.4447e-05     	|  3.5909e-06     	|
on_pretrain_routine_end            	|  9.869e-06      	|1              	|  9.869e-06      	|  2.453e-06      	|
teardown                           	|  9.537e-06      	|1              	|  9.537e-06      	|  2.3705e-06     	|
prepare_data                       	|  8.3151e-06     	|1              	|  8.3151e-06     	|  2.0668e-06     	|
configure_callbacks                	|  6.261e-06      	|1              	|  6.261e-06      	|  1.5562e-06     	|
on_val_dataloader                  	|  4.4389e-06     	|1              	|  4.4389e-06     	|  1.1033e-06     	|
configure_sharded_model            	|  4.4081e-06     	|1              	|  4.4081e-06     	|  1.0957e-06     	|
on_train_dataloader                	|  4.1079e-06     	|1              	|  4.1079e-06     	|  1.0211e-06     	|
