FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  392.01         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.728         	|25             	|  368.19         	|  93.924         	|
run_training_batch                 	|  0.35557        	|1000           	|  355.57         	|  90.705         	|
optimizer_step_with_closure_0      	|  0.35286        	|1000           	|  352.86         	|  90.013         	|
training_step_and_backward         	|  0.27419        	|1000           	|  274.19         	|  69.944         	|
model_forward                      	|  0.16232        	|1000           	|  162.32         	|  41.407         	|
training_step                      	|  0.16218        	|1000           	|  162.18         	|  41.372         	|
backward                           	|  0.11055        	|1000           	|  110.55         	|  28.2           	|
get_train_batch                    	|  0.0043093      	|1025           	|  4.417          	|  1.1268         	|
fetch_next_train_batch             	|  0.0042916      	|1025           	|  4.3989         	|  1.1221         	|
zero_grad                          	|  0.0012953      	|1000           	|  1.2953         	|  0.33043        	|
on_train_batch_end                 	|  0.0012106      	|1000           	|  1.2106         	|  0.30881        	|
training_batch_to_device           	|  0.00023689     	|1000           	|  0.23689        	|  0.060429       	|
on_train_batch_start               	|  9.126e-05      	|1000           	|  0.09126        	|  0.02328        	|
on_train_end                       	|  0.023616       	|1              	|  0.023616       	|  0.0060244      	|
on_pretrain_routine_start          	|  0.02232        	|1              	|  0.02232        	|  0.0056936      	|
on_batch_start                     	|  1.5441e-05     	|1000           	|  0.015441       	|  0.0039389      	|
on_before_zero_grad                	|  1.4336e-05     	|1000           	|  0.014336       	|  0.0036571      	|
on_batch_end                       	|  1.3188e-05     	|1000           	|  0.013188       	|  0.0033641      	|
on_after_backward                  	|  1.1652e-05     	|1000           	|  0.011652       	|  0.0029724      	|
on_before_optimizer_step           	|  1.0873e-05     	|1000           	|  0.010873       	|  0.0027737      	|
on_before_backward                 	|  1.0596e-05     	|1000           	|  0.010596       	|  0.0027029      	|
configure_optimizers               	|  0.0087139      	|1              	|  0.0087139      	|  0.0022229      	|
on_train_epoch_end                 	|  0.00028692     	|25             	|  0.007173       	|  0.0018298      	|
on_train_epoch_start               	|  0.00028573     	|25             	|  0.0071433      	|  0.0018222      	|
training_step_end                  	|  5.9959e-06     	|1000           	|  0.0059959      	|  0.0015295      	|
on_train_start                     	|  0.00069988     	|1              	|  0.00069988     	|  0.00017854     	|
on_epoch_end                       	|  1.0851e-05     	|25             	|  0.00027128     	|  6.9201e-05     	|
on_epoch_start                     	|  1.0784e-05     	|25             	|  0.00026961     	|  6.8776e-05     	|
on_fit_end                         	|  2.4145e-05     	|1              	|  2.4145e-05     	|  6.1593e-06     	|
on_before_accelerator_backend_setup	|  2.2292e-05     	|1              	|  2.2292e-05     	|  5.6866e-06     	|
on_fit_start                       	|  1.8204e-05     	|1              	|  1.8204e-05     	|  4.6437e-06     	|
on_configure_sharded_model         	|  1.622e-05      	|1              	|  1.622e-05      	|  4.1376e-06     	|
setup                              	|  1.3695e-05     	|1              	|  1.3695e-05     	|  3.4935e-06     	|
on_pretrain_routine_end            	|  9.848e-06      	|1              	|  9.848e-06      	|  2.5122e-06     	|
teardown                           	|  9.457e-06      	|1              	|  9.457e-06      	|  2.4124e-06     	|
prepare_data                       	|  8.326e-06      	|1              	|  8.326e-06      	|  2.1239e-06     	|
configure_callbacks                	|  6.552e-06      	|1              	|  6.552e-06      	|  1.6714e-06     	|
configure_sharded_model            	|  4.979e-06      	|1              	|  4.979e-06      	|  1.2701e-06     	|
on_val_dataloader                  	|  4.729e-06      	|1              	|  4.729e-06      	|  1.2063e-06     	|
on_train_dataloader                	|  4.499e-06      	|1              	|  4.499e-06      	|  1.1477e-06     	|
