FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  364.49         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.833         	|25             	|  345.84         	|  94.883         	|
run_training_batch                 	|  0.29068        	|1000           	|  290.68         	|  79.751         	|
optimizer_step_with_closure_0      	|  0.2877         	|1000           	|  287.7          	|  78.932         	|
training_step_and_backward         	|  0.22325        	|1000           	|  223.25         	|  61.249         	|
backward                           	|  0.11166        	|1000           	|  111.66         	|  30.634         	|
model_forward                      	|  0.11004        	|1000           	|  110.04         	|  30.19          	|
training_step                      	|  0.10985        	|1000           	|  109.85         	|  30.139         	|
get_train_batch                    	|  0.010695       	|1025           	|  10.963         	|  3.0077         	|
fetch_next_train_batch             	|  0.010672       	|1025           	|  10.939         	|  3.0011         	|
on_train_batch_end                 	|  0.0019781      	|1000           	|  1.9781         	|  0.54272        	|
zero_grad                          	|  0.0015212      	|1000           	|  1.5212         	|  0.41736        	|
training_batch_to_device           	|  0.00025336     	|1000           	|  0.25336        	|  0.069512       	|
on_train_batch_start               	|  0.0001029      	|1000           	|  0.1029         	|  0.028231       	|
on_train_end                       	|  0.04284        	|1              	|  0.04284        	|  0.011754       	|
on_after_backward                  	|  2.6327e-05     	|1000           	|  0.026327       	|  0.0072229      	|
on_pretrain_routine_start          	|  0.02291        	|1              	|  0.02291        	|  0.0062855      	|
on_batch_start                     	|  2.0835e-05     	|1000           	|  0.020835       	|  0.0057162      	|
on_before_zero_grad                	|  1.7541e-05     	|1000           	|  0.017541       	|  0.0048125      	|
on_batch_end                       	|  1.597e-05      	|1000           	|  0.01597        	|  0.0043815      	|
on_before_optimizer_step           	|  1.3613e-05     	|1000           	|  0.013613       	|  0.0037347      	|
on_before_backward                 	|  1.3349e-05     	|1000           	|  0.013349       	|  0.0036624      	|
on_train_epoch_end                 	|  0.00038718     	|25             	|  0.0096795      	|  0.0026557      	|
on_train_epoch_start               	|  0.00037193     	|25             	|  0.0092982      	|  0.002551       	|
configure_optimizers               	|  0.0081869      	|1              	|  0.0081869      	|  0.0022461      	|
training_step_end                  	|  6.9181e-06     	|1000           	|  0.0069181      	|  0.001898       	|
on_train_start                     	|  0.00069766     	|1              	|  0.00069766     	|  0.00019141     	|
on_epoch_start                     	|  1.1382e-05     	|25             	|  0.00028455     	|  7.8068e-05     	|
on_epoch_end                       	|  1.1243e-05     	|25             	|  0.00028108     	|  7.7116e-05     	|
setup                              	|  3.1918e-05     	|1              	|  3.1918e-05     	|  8.757e-06      	|
on_fit_end                         	|  2.7429e-05     	|1              	|  2.7429e-05     	|  7.5254e-06     	|
on_before_accelerator_backend_setup	|  2.4097e-05     	|1              	|  2.4097e-05     	|  6.6112e-06     	|
on_configure_sharded_model         	|  2.1296e-05     	|1              	|  2.1296e-05     	|  5.8426e-06     	|
on_fit_start                       	|  1.7604e-05     	|1              	|  1.7604e-05     	|  4.8298e-06     	|
teardown                           	|  1.7073e-05     	|1              	|  1.7073e-05     	|  4.6841e-06     	|
on_pretrain_routine_end            	|  1.3011e-05     	|1              	|  1.3011e-05     	|  3.5696e-06     	|
configure_sharded_model            	|  1.1621e-05     	|1              	|  1.1621e-05     	|  3.1883e-06     	|
prepare_data                       	|  8.1286e-06     	|1              	|  8.1286e-06     	|  2.2301e-06     	|
on_val_dataloader                  	|  6.5845e-06     	|1              	|  6.5845e-06     	|  1.8065e-06     	|
on_train_dataloader                	|  6.2529e-06     	|1              	|  6.2529e-06     	|  1.7155e-06     	|
configure_callbacks                	|  5.6885e-06     	|1              	|  5.6885e-06     	|  1.5607e-06     	|
