FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1313.4         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5939         	|500            	|  1297.0         	|  98.752         	|
run_training_batch                 	|  0.29352        	|1000           	|  293.52         	|  22.349         	|
optimizer_step_with_closure_0      	|  0.28915        	|1000           	|  289.15         	|  22.016         	|
training_step_and_backward         	|  0.21804        	|1000           	|  218.04         	|  16.602         	|
get_train_batch                    	|  0.1241         	|1500           	|  186.16         	|  14.174         	|
fetch_next_train_batch             	|  0.12406        	|1500           	|  186.09         	|  14.169         	|
model_forward                      	|  0.11385        	|1000           	|  113.85         	|  8.6688         	|
training_step                      	|  0.11361        	|1000           	|  113.61         	|  8.6502         	|
backward                           	|  0.10243        	|1000           	|  102.43         	|  7.799          	|
on_train_batch_end                 	|  0.0025356      	|1000           	|  2.5356         	|  0.19306        	|
zero_grad                          	|  0.001716       	|1000           	|  1.716          	|  0.13066        	|
training_batch_to_device           	|  0.00075439     	|1000           	|  0.75439        	|  0.05744        	|
on_train_epoch_start               	|  0.00034473     	|500            	|  0.17236        	|  0.013124       	|
on_train_epoch_end                 	|  0.00034307     	|500            	|  0.17153        	|  0.013061       	|
on_train_batch_start               	|  0.00013254     	|1000           	|  0.13254        	|  0.010091       	|
on_batch_start                     	|  5.3742e-05     	|1000           	|  0.053742       	|  0.004092       	|
on_train_end                       	|  0.044669       	|1              	|  0.044669       	|  0.0034011      	|
on_after_backward                  	|  3.0033e-05     	|1000           	|  0.030033       	|  0.0022867      	|
on_before_zero_grad                	|  2.5687e-05     	|1000           	|  0.025687       	|  0.0019558      	|
on_pretrain_routine_start          	|  0.022293       	|1              	|  0.022293       	|  0.0016974      	|
on_before_backward                 	|  1.8527e-05     	|1000           	|  0.018527       	|  0.0014107      	|
on_before_optimizer_step           	|  1.7167e-05     	|1000           	|  0.017167       	|  0.0013071      	|
on_batch_end                       	|  1.5606e-05     	|1000           	|  0.015606       	|  0.0011883      	|
training_step_end                  	|  1.0622e-05     	|1000           	|  0.010622       	|  0.00080877     	|
configure_optimizers               	|  0.0091238      	|1              	|  0.0091238      	|  0.00069469     	|
on_epoch_start                     	|  1.21e-05       	|500            	|  0.00605        	|  0.00046065     	|
on_epoch_end                       	|  1.1493e-05     	|500            	|  0.0057463      	|  0.00043752     	|
on_train_start                     	|  0.0007976      	|1              	|  0.0007976      	|  6.073e-05      	|
on_fit_end                         	|  5.809e-05      	|1              	|  5.809e-05      	|  4.423e-06      	|
on_before_accelerator_backend_setup	|  2.8806e-05     	|1              	|  2.8806e-05     	|  2.1933e-06     	|
setup                              	|  2.7562e-05     	|1              	|  2.7562e-05     	|  2.0986e-06     	|
on_configure_sharded_model         	|  2.4877e-05     	|1              	|  2.4877e-05     	|  1.8942e-06     	|
on_fit_start                       	|  2.0795e-05     	|1              	|  2.0795e-05     	|  1.5833e-06     	|
teardown                           	|  1.774e-05      	|1              	|  1.774e-05      	|  1.3507e-06     	|
on_pretrain_routine_end            	|  1.4497e-05     	|1              	|  1.4497e-05     	|  1.1038e-06     	|
prepare_data                       	|  1.1651e-05     	|1              	|  1.1651e-05     	|  8.871e-07      	|
configure_sharded_model            	|  9.3244e-06     	|1              	|  9.3244e-06     	|  7.0997e-07     	|
configure_callbacks                	|  8.3521e-06     	|1              	|  8.3521e-06     	|  6.3593e-07     	|
on_train_dataloader                	|  7.6313e-06     	|1              	|  7.6313e-06     	|  5.8105e-07     	|
on_val_dataloader                  	|  6.672e-06      	|1              	|  6.672e-06      	|  5.0801e-07     	|
