FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  539.7          	|  100 %          	|
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run_training_epoch                 	|  8.1752         	|63             	|  515.04         	|  95.429         	|
run_training_batch                 	|  0.37676        	|1000           	|  376.76         	|  69.808         	|
optimizer_step_with_closure_0      	|  0.37359        	|1000           	|  373.59         	|  69.221         	|
training_step_and_backward         	|  0.26968        	|1000           	|  269.68         	|  49.969         	|
model_forward                      	|  0.13752        	|1000           	|  137.52         	|  25.481         	|
training_step                      	|  0.13733        	|1000           	|  137.33         	|  25.446         	|
backward                           	|  0.13064        	|1000           	|  130.64         	|  24.206         	|
get_train_batch                    	|  0.029781       	|1063           	|  31.657         	|  5.8656         	|
fetch_next_train_batch             	|  0.029756       	|1063           	|  31.631         	|  5.8607         	|
on_train_batch_end                 	|  0.0021817      	|1000           	|  2.1817         	|  0.40423        	|
zero_grad                          	|  0.0014842      	|1000           	|  1.4842         	|  0.27501        	|
training_batch_to_device           	|  0.0002795      	|1000           	|  0.2795         	|  0.051788       	|
on_train_batch_start               	|  9.7825e-05     	|1000           	|  0.097825       	|  0.018126       	|
on_train_end                       	|  0.047261       	|1              	|  0.047261       	|  0.0087567      	|
on_train_epoch_end                 	|  0.00042662     	|63             	|  0.026877       	|  0.00498        	|
on_train_epoch_start               	|  0.00041205     	|63             	|  0.025959       	|  0.0048099      	|
on_after_backward                  	|  2.5839e-05     	|1000           	|  0.025839       	|  0.0047877      	|
on_pretrain_routine_start          	|  0.023453       	|1              	|  0.023453       	|  0.0043456      	|
on_batch_start                     	|  2.2989e-05     	|1000           	|  0.022989       	|  0.0042596      	|
on_before_zero_grad                	|  1.8171e-05     	|1000           	|  0.018171       	|  0.0033668      	|
on_batch_end                       	|  1.5924e-05     	|1000           	|  0.015924       	|  0.0029505      	|
on_before_optimizer_step           	|  1.3913e-05     	|1000           	|  0.013913       	|  0.002578       	|
on_before_backward                 	|  1.3824e-05     	|1000           	|  0.013824       	|  0.0025615      	|
configure_optimizers               	|  0.010426       	|1              	|  0.010426       	|  0.0019317      	|
training_step_end                  	|  7.5004e-06     	|1000           	|  0.0075004      	|  0.0013897      	|
on_train_start                     	|  0.0019919      	|1              	|  0.0019919      	|  0.00036907     	|
on_epoch_end                       	|  1.2142e-05     	|63             	|  0.00076497     	|  0.00014174     	|
on_epoch_start                     	|  1.155e-05      	|63             	|  0.00072768     	|  0.00013483     	|
on_fit_end                         	|  5.5628e-05     	|1              	|  5.5628e-05     	|  1.0307e-05     	|
on_fit_start                       	|  4.2463e-05     	|1              	|  4.2463e-05     	|  7.8678e-06     	|
on_before_accelerator_backend_setup	|  4.038e-05      	|1              	|  4.038e-05      	|  7.4819e-06     	|
on_configure_sharded_model         	|  3.8993e-05     	|1              	|  3.8993e-05     	|  7.2248e-06     	|
setup                              	|  2.6084e-05     	|1              	|  2.6084e-05     	|  4.8331e-06     	|
configure_callbacks                	|  2.0003e-05     	|1              	|  2.0003e-05     	|  3.7063e-06     	|
teardown                           	|  1.5417e-05     	|1              	|  1.5417e-05     	|  2.8566e-06     	|
on_pretrain_routine_end            	|  1.5408e-05     	|1              	|  1.5408e-05     	|  2.8549e-06     	|
prepare_data                       	|  1.0505e-05     	|1              	|  1.0505e-05     	|  1.9465e-06     	|
configure_sharded_model            	|  8.6501e-06     	|1              	|  8.6501e-06     	|  1.6028e-06     	|
on_val_dataloader                  	|  7.0464e-06     	|1              	|  7.0464e-06     	|  1.3056e-06     	|
on_train_dataloader                	|  5.6271e-06     	|1              	|  5.6271e-06     	|  1.0426e-06     	|
