FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1176.1         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.305          	|500            	|  1152.5         	|  97.995         	|
run_training_batch                 	|  0.29836        	|1000           	|  298.36         	|  25.369         	|
optimizer_step_with_closure_0      	|  0.29477        	|1000           	|  294.77         	|  25.064         	|
training_step_and_backward         	|  0.22743        	|1000           	|  227.43         	|  19.338         	|
get_train_batch                    	|  0.10204        	|1500           	|  153.07         	|  13.015         	|
fetch_next_train_batch             	|  0.102          	|1500           	|  153.0          	|  13.009         	|
model_forward                      	|  0.11801        	|1000           	|  118.01         	|  10.035         	|
training_step                      	|  0.11776        	|1000           	|  117.76         	|  10.013         	|
backward                           	|  0.1078         	|1000           	|  107.8          	|  9.1663         	|
on_train_batch_end                 	|  0.0027568      	|1000           	|  2.7568         	|  0.23441        	|
zero_grad                          	|  0.0015712      	|1000           	|  1.5712         	|  0.1336         	|
training_batch_to_device           	|  0.00081786     	|1000           	|  0.81786        	|  0.069542       	|
on_train_epoch_end                 	|  0.00043335     	|500            	|  0.21668        	|  0.018424       	|
on_train_epoch_start               	|  0.00041693     	|500            	|  0.20846        	|  0.017725       	|
on_train_batch_start               	|  0.00011981     	|1000           	|  0.11981        	|  0.010187       	|
on_batch_start                     	|  0.00011805     	|1000           	|  0.11805        	|  0.010038       	|
on_train_end                       	|  0.042995       	|1              	|  0.042995       	|  0.0036558      	|
on_after_backward                  	|  2.8975e-05     	|1000           	|  0.028975       	|  0.0024637      	|
on_before_zero_grad                	|  2.4621e-05     	|1000           	|  0.024621       	|  0.0020935      	|
on_pretrain_routine_start          	|  0.023523       	|1              	|  0.023523       	|  0.0020002      	|
on_before_optimizer_step           	|  1.8571e-05     	|1000           	|  0.018571       	|  0.001579       	|
on_before_backward                 	|  1.7377e-05     	|1000           	|  0.017377       	|  0.0014776      	|
on_batch_end                       	|  1.6913e-05     	|1000           	|  0.016913       	|  0.0014381      	|
configure_optimizers               	|  0.01145        	|1              	|  0.01145        	|  0.00097357     	|
training_step_end                  	|  1.1088e-05     	|1000           	|  0.011088       	|  0.00094277     	|
on_epoch_end                       	|  1.2001e-05     	|500            	|  0.0060007      	|  0.00051023     	|
on_epoch_start                     	|  1.1449e-05     	|500            	|  0.0057243      	|  0.00048673     	|
on_train_start                     	|  0.001147       	|1              	|  0.001147       	|  9.7527e-05     	|
on_fit_start                       	|  4.4221e-05     	|1              	|  4.4221e-05     	|  3.7601e-06     	|
on_fit_end                         	|  3.5318e-05     	|1              	|  3.5318e-05     	|  3.003e-06      	|
on_before_accelerator_backend_setup	|  2.5801e-05     	|1              	|  2.5801e-05     	|  2.1939e-06     	|
setup                              	|  2.5244e-05     	|1              	|  2.5244e-05     	|  2.1465e-06     	|
on_configure_sharded_model         	|  2.0904e-05     	|1              	|  2.0904e-05     	|  1.7775e-06     	|
teardown                           	|  1.5073e-05     	|1              	|  1.5073e-05     	|  1.2816e-06     	|
on_pretrain_routine_end            	|  1.4389e-05     	|1              	|  1.4389e-05     	|  1.2235e-06     	|
prepare_data                       	|  1.1604e-05     	|1              	|  1.1604e-05     	|  9.867e-07      	|
configure_callbacks                	|  8.8029e-06     	|1              	|  8.8029e-06     	|  7.485e-07      	|
on_val_dataloader                  	|  8.6762e-06     	|1              	|  8.6762e-06     	|  7.3773e-07     	|
on_train_dataloader                	|  8.1956e-06     	|1              	|  8.1956e-06     	|  6.9687e-07     	|
configure_sharded_model            	|  6.8154e-06     	|1              	|  6.8154e-06     	|  5.7951e-07     	|
