FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  660.84         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.1963         	|200            	|  639.27         	|  96.736         	|
run_training_batch                 	|  0.30857        	|1000           	|  308.57         	|  46.694         	|
optimizer_step_with_closure_0      	|  0.3044         	|1000           	|  304.4          	|  46.063         	|
training_step_and_backward         	|  0.23635        	|1000           	|  236.35         	|  35.765         	|
model_forward                      	|  0.11825        	|1000           	|  118.25         	|  17.894         	|
training_step                      	|  0.11801        	|1000           	|  118.01         	|  17.858         	|
backward                           	|  0.1164         	|1000           	|  116.4          	|  17.614         	|
get_train_batch                    	|  0.054411       	|1200           	|  65.293         	|  9.8803         	|
fetch_next_train_batch             	|  0.054376       	|1200           	|  65.251         	|  9.874          	|
on_train_batch_end                 	|  0.00299        	|1000           	|  2.99           	|  0.45245        	|
zero_grad                          	|  0.001656       	|1000           	|  1.656          	|  0.2506         	|
training_batch_to_device           	|  0.00045322     	|1000           	|  0.45322        	|  0.068582       	|
on_train_batch_start               	|  0.00010789     	|1000           	|  0.10789        	|  0.016326       	|
on_train_epoch_end                 	|  0.0004463      	|200            	|  0.089259       	|  0.013507       	|
on_train_epoch_start               	|  0.00041076     	|200            	|  0.082153       	|  0.012432       	|
on_train_end                       	|  0.043243       	|1              	|  0.043243       	|  0.0065437      	|
on_batch_start                     	|  3.483e-05      	|1000           	|  0.03483        	|  0.0052706      	|
on_after_backward                  	|  2.9721e-05     	|1000           	|  0.029721       	|  0.0044975      	|
on_pretrain_routine_start          	|  0.023907       	|1              	|  0.023907       	|  0.0036176      	|
on_before_zero_grad                	|  2.3878e-05     	|1000           	|  0.023878       	|  0.0036133      	|
on_batch_end                       	|  1.8264e-05     	|1000           	|  0.018264       	|  0.0027637      	|
on_before_optimizer_step           	|  1.7719e-05     	|1000           	|  0.017719       	|  0.0026813      	|
on_before_backward                 	|  1.5614e-05     	|1000           	|  0.015614       	|  0.0023627      	|
training_step_end                  	|  1.0738e-05     	|1000           	|  0.010738       	|  0.0016248      	|
configure_optimizers               	|  0.010304       	|1              	|  0.010304       	|  0.0015593      	|
on_epoch_start                     	|  1.2393e-05     	|200            	|  0.0024786      	|  0.00037507     	|
on_epoch_end                       	|  1.215e-05      	|200            	|  0.00243        	|  0.00036772     	|
on_train_start                     	|  0.0012719      	|1              	|  0.0012719      	|  0.00019247     	|
on_fit_end                         	|  0.00011871     	|1              	|  0.00011871     	|  1.7963e-05     	|
teardown                           	|  4.8403e-05     	|1              	|  4.8403e-05     	|  7.3245e-06     	|
on_fit_start                       	|  4.3744e-05     	|1              	|  4.3744e-05     	|  6.6195e-06     	|
on_before_accelerator_backend_setup	|  3.734e-05      	|1              	|  3.734e-05      	|  5.6505e-06     	|
setup                              	|  2.5727e-05     	|1              	|  2.5727e-05     	|  3.8931e-06     	|
on_configure_sharded_model         	|  2.2599e-05     	|1              	|  2.2599e-05     	|  3.4198e-06     	|
prepare_data                       	|  1.5838e-05     	|1              	|  1.5838e-05     	|  2.3967e-06     	|
on_pretrain_routine_end            	|  1.4085e-05     	|1              	|  1.4085e-05     	|  2.1314e-06     	|
on_train_dataloader                	|  1.0196e-05     	|1              	|  1.0196e-05     	|  1.5429e-06     	|
on_val_dataloader                  	|  9.6262e-06     	|1              	|  9.6262e-06     	|  1.4567e-06     	|
configure_callbacks                	|  7.797e-06      	|1              	|  7.797e-06      	|  1.1799e-06     	|
configure_sharded_model            	|  6.4969e-06     	|1              	|  6.4969e-06     	|  9.8313e-07     	|
