FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  363.69         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.532         	|25             	|  338.29         	|  93.018         	|
run_training_batch                 	|  0.28142        	|1000           	|  281.42         	|  77.381         	|
optimizer_step_with_closure_0      	|  0.27817        	|1000           	|  278.17         	|  76.485         	|
training_step_and_backward         	|  0.21426        	|1000           	|  214.26         	|  58.913         	|
model_forward                      	|  0.10658        	|1000           	|  106.58         	|  29.305         	|
training_step                      	|  0.10638        	|1000           	|  106.38         	|  29.251         	|
backward                           	|  0.10611        	|1000           	|  106.11         	|  29.177         	|
get_train_batch                    	|  0.011981       	|1025           	|  12.281         	|  3.3767         	|
fetch_next_train_batch             	|  0.011897       	|1025           	|  12.194         	|  3.3528         	|
on_train_batch_end                 	|  0.0024957      	|1000           	|  2.4957         	|  0.68621        	|
zero_grad                          	|  0.0015292      	|1000           	|  1.5292         	|  0.42046        	|
training_batch_to_device           	|  0.00029382     	|1000           	|  0.29382        	|  0.080788       	|
on_train_batch_start               	|  0.00013091     	|1000           	|  0.13091        	|  0.035994       	|
on_train_end                       	|  0.047949       	|1              	|  0.047949       	|  0.013184       	|
on_after_backward                  	|  2.5443e-05     	|1000           	|  0.025443       	|  0.0069958      	|
on_pretrain_routine_start          	|  0.024118       	|1              	|  0.024118       	|  0.0066314      	|
on_batch_start                     	|  2.1866e-05     	|1000           	|  0.021866       	|  0.0060123      	|
on_before_zero_grad                	|  1.7088e-05     	|1000           	|  0.017088       	|  0.0046985      	|
on_batch_end                       	|  1.6163e-05     	|1000           	|  0.016163       	|  0.0044443      	|
on_before_optimizer_step           	|  1.3762e-05     	|1000           	|  0.013762       	|  0.0037841      	|
on_train_epoch_end                 	|  0.00052515     	|25             	|  0.013129       	|  0.0036099      	|
on_before_backward                 	|  1.2672e-05     	|1000           	|  0.012672       	|  0.0034843      	|
configure_optimizers               	|  0.011839       	|1              	|  0.011839       	|  0.0032553      	|
on_train_epoch_start               	|  0.00047325     	|25             	|  0.011831       	|  0.0032531      	|
training_step_end                  	|  7.5791e-06     	|1000           	|  0.0075791      	|  0.002084       	|
on_train_start                     	|  0.0011718      	|1              	|  0.0011718      	|  0.00032219     	|
on_epoch_start                     	|  1.2201e-05     	|25             	|  0.00030502     	|  8.3869e-05     	|
on_epoch_end                       	|  1.1736e-05     	|25             	|  0.00029339     	|  8.0672e-05     	|
on_fit_start                       	|  4.3616e-05     	|1              	|  4.3616e-05     	|  1.1993e-05     	|
on_fit_end                         	|  2.9989e-05     	|1              	|  2.9989e-05     	|  8.2457e-06     	|
setup                              	|  2.685e-05      	|1              	|  2.685e-05      	|  7.3827e-06     	|
on_before_accelerator_backend_setup	|  2.2454e-05     	|1              	|  2.2454e-05     	|  6.174e-06      	|
on_configure_sharded_model         	|  2.0336e-05     	|1              	|  2.0336e-05     	|  5.5917e-06     	|
teardown                           	|  1.8485e-05     	|1              	|  1.8485e-05     	|  5.0826e-06     	|
on_pretrain_routine_end            	|  1.4143e-05     	|1              	|  1.4143e-05     	|  3.8888e-06     	|
configure_sharded_model            	|  1.0105e-05     	|1              	|  1.0105e-05     	|  2.7784e-06     	|
prepare_data                       	|  9.8441e-06     	|1              	|  9.8441e-06     	|  2.7067e-06     	|
on_val_dataloader                  	|  6.9924e-06     	|1              	|  6.9924e-06     	|  1.9226e-06     	|
on_train_dataloader                	|  6.5453e-06     	|1              	|  6.5453e-06     	|  1.7997e-06     	|
configure_callbacks                	|  5.3812e-06     	|1              	|  5.3812e-06     	|  1.4796e-06     	|
