FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  355.84         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.2846         	|63             	|  332.93         	|  93.56          	|
run_training_batch                 	|  0.30968        	|1000           	|  309.68         	|  87.026         	|
optimizer_step_with_closure_0      	|  0.30701        	|1000           	|  307.01         	|  86.277         	|
training_step_and_backward         	|  0.22988        	|1000           	|  229.88         	|  64.602         	|
model_forward                      	|  0.14287        	|1000           	|  142.87         	|  40.15          	|
training_step                      	|  0.14274        	|1000           	|  142.74         	|  40.112         	|
backward                           	|  0.085677       	|1000           	|  85.677         	|  24.077         	|
get_train_batch                    	|  0.0074678      	|1063           	|  7.9382         	|  2.2308         	|
fetch_next_train_batch             	|  0.0074491      	|1063           	|  7.9184         	|  2.2252         	|
zero_grad                          	|  0.0013088      	|1000           	|  1.3088         	|  0.36781        	|
on_train_batch_end                 	|  0.0011828      	|1000           	|  1.1828         	|  0.33238        	|
training_batch_to_device           	|  0.00022288     	|1000           	|  0.22288        	|  0.062635       	|
on_train_batch_start               	|  9.1795e-05     	|1000           	|  0.091795       	|  0.025796       	|
on_train_end                       	|  0.024458       	|1              	|  0.024458       	|  0.0068733      	|
on_pretrain_routine_start          	|  0.022209       	|1              	|  0.022209       	|  0.0062412      	|
on_train_epoch_start               	|  0.00028268     	|63             	|  0.017809       	|  0.0050047      	|
on_batch_start                     	|  1.7569e-05     	|1000           	|  0.017569       	|  0.0049373      	|
on_train_epoch_end                 	|  0.0002783      	|63             	|  0.017533       	|  0.0049271      	|
on_before_zero_grad                	|  1.4041e-05     	|1000           	|  0.014041       	|  0.0039458      	|
on_batch_end                       	|  1.3534e-05     	|1000           	|  0.013534       	|  0.0038035      	|
on_after_backward                  	|  1.1222e-05     	|1000           	|  0.011222       	|  0.0031536      	|
on_before_backward                 	|  1.1128e-05     	|1000           	|  0.011128       	|  0.0031272      	|
on_before_optimizer_step           	|  1.0286e-05     	|1000           	|  0.010286       	|  0.0028905      	|
configure_optimizers               	|  0.0081051      	|1              	|  0.0081051      	|  0.0022777      	|
training_step_end                  	|  6.1819e-06     	|1000           	|  0.0061819      	|  0.0017372      	|
on_train_start                     	|  0.00072273     	|1              	|  0.00072273     	|  0.0002031      	|
on_epoch_start                     	|  1.0582e-05     	|63             	|  0.00066664     	|  0.00018734     	|
on_epoch_end                       	|  1.0458e-05     	|63             	|  0.00065884     	|  0.00018515     	|
on_fit_end                         	|  2.0228e-05     	|1              	|  2.0228e-05     	|  5.6845e-06     	|
on_before_accelerator_backend_setup	|  1.8073e-05     	|1              	|  1.8073e-05     	|  5.0789e-06     	|
on_fit_start                       	|  1.6841e-05     	|1              	|  1.6841e-05     	|  4.7327e-06     	|
setup                              	|  1.4307e-05     	|1              	|  1.4307e-05     	|  4.0206e-06     	|
on_configure_sharded_model         	|  1.3465e-05     	|1              	|  1.3465e-05     	|  3.7839e-06     	|
teardown                           	|  9.918e-06      	|1              	|  9.918e-06      	|  2.7872e-06     	|
on_pretrain_routine_end            	|  9.899e-06      	|1              	|  9.899e-06      	|  2.7818e-06     	|
prepare_data                       	|  6.8019e-06     	|1              	|  6.8019e-06     	|  1.9115e-06     	|
configure_callbacks                	|  4.9389e-06     	|1              	|  4.9389e-06     	|  1.3879e-06     	|
on_val_dataloader                  	|  4.7289e-06     	|1              	|  4.7289e-06     	|  1.3289e-06     	|
on_train_dataloader                	|  4.319e-06      	|1              	|  4.319e-06      	|  1.2137e-06     	|
configure_sharded_model            	|  4.268e-06      	|1              	|  4.268e-06      	|  1.1994e-06     	|
