FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  531.29         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  8.0647         	|63             	|  508.08         	|  95.63          	|
run_training_batch                 	|  0.37136        	|1000           	|  371.36         	|  69.897         	|
optimizer_step_with_closure_0      	|  0.36876        	|1000           	|  368.76         	|  69.408         	|
training_step_and_backward         	|  0.26476        	|1000           	|  264.76         	|  49.833         	|
model_forward                      	|  0.13672        	|1000           	|  136.72         	|  25.734         	|
training_step                      	|  0.13655        	|1000           	|  136.55         	|  25.702         	|
backward                           	|  0.12657        	|1000           	|  126.57         	|  23.823         	|
get_train_batch                    	|  0.029029       	|1063           	|  30.858         	|  5.8081         	|
fetch_next_train_batch             	|  0.029006       	|1063           	|  30.833         	|  5.8034         	|
on_train_batch_end                 	|  0.0017998      	|1000           	|  1.7998         	|  0.33875        	|
zero_grad                          	|  0.001431       	|1000           	|  1.431          	|  0.26933        	|
training_batch_to_device           	|  0.00026843     	|1000           	|  0.26843        	|  0.050524       	|
on_train_batch_start               	|  9.5079e-05     	|1000           	|  0.095079       	|  0.017896       	|
on_train_end                       	|  0.044792       	|1              	|  0.044792       	|  0.0084308      	|
on_train_epoch_start               	|  0.00035812     	|63             	|  0.022561       	|  0.0042465      	|
on_train_epoch_end                 	|  0.00035438     	|63             	|  0.022326       	|  0.0042022      	|
on_pretrain_routine_start          	|  0.021578       	|1              	|  0.021578       	|  0.0040615      	|
on_batch_start                     	|  2.0083e-05     	|1000           	|  0.020083       	|  0.0037799      	|
on_after_backward                  	|  1.9958e-05     	|1000           	|  0.019958       	|  0.0037565      	|
on_batch_end                       	|  1.5425e-05     	|1000           	|  0.015425       	|  0.0029034      	|
on_before_zero_grad                	|  1.5391e-05     	|1000           	|  0.015391       	|  0.002897       	|
on_before_optimizer_step           	|  1.3314e-05     	|1000           	|  0.013314       	|  0.0025059      	|
on_before_backward                 	|  1.2911e-05     	|1000           	|  0.012911       	|  0.0024301      	|
configure_optimizers               	|  0.010931       	|1              	|  0.010931       	|  0.0020574      	|
training_step_end                  	|  6.7232e-06     	|1000           	|  0.0067232      	|  0.0012654      	|
on_train_start                     	|  0.0019621      	|1              	|  0.0019621      	|  0.00036931     	|
on_epoch_end                       	|  1.0961e-05     	|63             	|  0.00069057     	|  0.00012998     	|
on_epoch_start                     	|  1.0793e-05     	|63             	|  0.00067998     	|  0.00012799     	|
on_fit_end                         	|  0.00011753     	|1              	|  0.00011753     	|  2.2121e-05     	|
on_fit_start                       	|  4.526e-05      	|1              	|  4.526e-05      	|  8.5189e-06     	|
on_before_accelerator_backend_setup	|  2.6159e-05     	|1              	|  2.6159e-05     	|  4.9237e-06     	|
setup                              	|  2.3779e-05     	|1              	|  2.3779e-05     	|  4.4756e-06     	|
teardown                           	|  2.3192e-05     	|1              	|  2.3192e-05     	|  4.3652e-06     	|
on_configure_sharded_model         	|  2.0135e-05     	|1              	|  2.0135e-05     	|  3.7899e-06     	|
on_pretrain_routine_end            	|  1.1595e-05     	|1              	|  1.1595e-05     	|  2.1824e-06     	|
configure_callbacks                	|  8.9798e-06     	|1              	|  8.9798e-06     	|  1.6902e-06     	|
prepare_data                       	|  7.7169e-06     	|1              	|  7.7169e-06     	|  1.4525e-06     	|
on_val_dataloader                  	|  6.5975e-06     	|1              	|  6.5975e-06     	|  1.2418e-06     	|
on_train_dataloader                	|  6.0406e-06     	|1              	|  6.0406e-06     	|  1.137e-06      	|
configure_sharded_model            	|  5.5637e-06     	|1              	|  5.5637e-06     	|  1.0472e-06     	|
