FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1555.6         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  24.326         	|63             	|  1532.5         	|  98.518         	|
run_training_batch                 	|  0.18718        	|8000           	|  1497.4         	|  96.261         	|
training_step_and_backward         	|  0.17708        	|8000           	|  1416.6         	|  91.067         	|
model_forward                      	|  0.092712       	|8000           	|  741.7          	|  47.68          	|
training_step                      	|  0.09258        	|8000           	|  740.64         	|  47.612         	|
backward                           	|  0.084178       	|8000           	|  673.43         	|  43.291         	|
optimizer_step_with_closure_0      	|  0.23552        	|1000           	|  235.52         	|  15.14          	|
get_train_batch                    	|  0.0022718      	|8063           	|  18.317         	|  1.1775         	|
fetch_next_train_batch             	|  0.0022552      	|8063           	|  18.184         	|  1.1689         	|
on_train_batch_end                 	|  0.0010772      	|8000           	|  8.6178         	|  0.55399        	|
training_batch_to_device           	|  0.00021307     	|8000           	|  1.7045         	|  0.10958        	|
zero_grad                          	|  0.0013493      	|1000           	|  1.3493         	|  0.08674        	|
on_train_batch_start               	|  9.0239e-05     	|8000           	|  0.72191        	|  0.046408       	|
on_batch_start                     	|  1.483e-05      	|8000           	|  0.11864        	|  0.007627       	|
on_batch_end                       	|  1.3397e-05     	|8000           	|  0.10717        	|  0.0068896      	|
on_before_backward                 	|  1.234e-05      	|8000           	|  0.098718       	|  0.0063461      	|
on_after_backward                  	|  1.2207e-05     	|8000           	|  0.097658       	|  0.006278       	|
training_step_end                  	|  5.6914e-06     	|8000           	|  0.045531       	|  0.002927       	|
on_train_end                       	|  0.024442       	|1              	|  0.024442       	|  0.0015712      	|
on_pretrain_routine_start          	|  0.022977       	|1              	|  0.022977       	|  0.0014771      	|
on_train_epoch_start               	|  0.00029279     	|63             	|  0.018446       	|  0.0011858      	|
on_train_epoch_end                 	|  0.00028831     	|63             	|  0.018163       	|  0.0011676      	|
on_before_zero_grad                	|  1.4277e-05     	|1000           	|  0.014277       	|  0.00091778     	|
on_before_optimizer_step           	|  1.2022e-05     	|1000           	|  0.012022       	|  0.00077284     	|
configure_optimizers               	|  0.0084815      	|1              	|  0.0084815      	|  0.00054524     	|
on_train_start                     	|  0.0007527      	|1              	|  0.0007527      	|  4.8387e-05     	|
on_epoch_start                     	|  1.0664e-05     	|63             	|  0.00067182     	|  4.3188e-05     	|
on_epoch_end                       	|  1.0275e-05     	|63             	|  0.00064736     	|  4.1615e-05     	|
on_fit_end                         	|  2.2051e-05     	|1              	|  2.2051e-05     	|  1.4176e-06     	|
on_before_accelerator_backend_setup	|  2.146e-05      	|1              	|  2.146e-05      	|  1.3796e-06     	|
on_fit_start                       	|  1.8214e-05     	|1              	|  1.8214e-05     	|  1.1709e-06     	|
on_configure_sharded_model         	|  1.4096e-05     	|1              	|  1.4096e-05     	|  9.0616e-07     	|
setup                              	|  1.3375e-05     	|1              	|  1.3375e-05     	|  8.5981e-07     	|
teardown                           	|  1.2283e-05     	|1              	|  1.2283e-05     	|  7.8961e-07     	|
on_pretrain_routine_end            	|  9.849e-06      	|1              	|  9.849e-06      	|  6.3314e-07     	|
prepare_data                       	|  9.6881e-06     	|1              	|  9.6881e-06     	|  6.228e-07      	|
configure_callbacks                	|  5.8708e-06     	|1              	|  5.8708e-06     	|  3.7741e-07     	|
configure_sharded_model            	|  5.0291e-06     	|1              	|  5.0291e-06     	|  3.233e-07      	|
on_val_dataloader                  	|  4.78e-06       	|1              	|  4.78e-06       	|  3.0728e-07     	|
on_train_dataloader                	|  4.278e-06      	|1              	|  4.278e-06      	|  2.7501e-07     	|
