FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  390.14         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.674         	|25             	|  366.85         	|  94.029         	|
run_training_batch                 	|  0.3543         	|1000           	|  354.3          	|  90.812         	|
optimizer_step_with_closure_0      	|  0.35161        	|1000           	|  351.61         	|  90.123         	|
training_step_and_backward         	|  0.27345        	|1000           	|  273.45         	|  70.089         	|
model_forward                      	|  0.16164        	|1000           	|  161.64         	|  41.432         	|
training_step                      	|  0.1615         	|1000           	|  161.5          	|  41.396         	|
backward                           	|  0.11045        	|1000           	|  110.45         	|  28.311         	|
get_train_batch                    	|  0.0042858      	|1025           	|  4.3929         	|  1.126          	|
fetch_next_train_batch             	|  0.0042685      	|1025           	|  4.3752         	|  1.1214         	|
zero_grad                          	|  0.0013278      	|1000           	|  1.3278         	|  0.34035        	|
on_train_batch_end                 	|  0.0011969      	|1000           	|  1.1969         	|  0.30679        	|
training_batch_to_device           	|  0.00023379     	|1000           	|  0.23379        	|  0.059925       	|
on_train_batch_start               	|  9.0327e-05     	|1000           	|  0.090327       	|  0.023152       	|
on_train_end                       	|  0.023862       	|1              	|  0.023862       	|  0.0061162      	|
on_pretrain_routine_start          	|  0.022529       	|1              	|  0.022529       	|  0.0057745      	|
on_before_zero_grad                	|  1.5536e-05     	|1000           	|  0.015536       	|  0.0039821      	|
on_batch_start                     	|  1.5389e-05     	|1000           	|  0.015389       	|  0.0039446      	|
on_batch_end                       	|  1.3649e-05     	|1000           	|  0.013649       	|  0.0034984      	|
on_after_backward                  	|  1.1554e-05     	|1000           	|  0.011554       	|  0.0029615      	|
on_before_backward                 	|  1.0992e-05     	|1000           	|  0.010992       	|  0.0028175      	|
on_before_optimizer_step           	|  1.0537e-05     	|1000           	|  0.010537       	|  0.0027007      	|
configure_optimizers               	|  0.0082167      	|1              	|  0.0082167      	|  0.0021061      	|
on_train_epoch_start               	|  0.00028356     	|25             	|  0.0070891      	|  0.001817       	|
on_train_epoch_end                 	|  0.00027866     	|25             	|  0.0069665      	|  0.0017856      	|
training_step_end                  	|  5.9437e-06     	|1000           	|  0.0059437      	|  0.0015235      	|
on_train_start                     	|  0.00067469     	|1              	|  0.00067469     	|  0.00017294     	|
on_epoch_start                     	|  1.1011e-05     	|25             	|  0.00027528     	|  7.056e-05      	|
on_epoch_end                       	|  1.05e-05       	|25             	|  0.00026251     	|  6.7285e-05     	|
on_fit_end                         	|  2.4946e-05     	|1              	|  2.4946e-05     	|  6.3941e-06     	|
on_before_accelerator_backend_setup	|  2.0629e-05     	|1              	|  2.0629e-05     	|  5.2876e-06     	|
on_fit_start                       	|  1.7582e-05     	|1              	|  1.7582e-05     	|  4.5066e-06     	|
on_configure_sharded_model         	|  1.5178e-05     	|1              	|  1.5178e-05     	|  3.8904e-06     	|
setup                              	|  1.3966e-05     	|1              	|  1.3966e-05     	|  3.5797e-06     	|
teardown                           	|  1.042e-05      	|1              	|  1.042e-05      	|  2.6708e-06     	|
on_pretrain_routine_end            	|  1.0309e-05     	|1              	|  1.0309e-05     	|  2.6424e-06     	|
configure_callbacks                	|  8.7559e-06     	|1              	|  8.7559e-06     	|  2.2443e-06     	|
prepare_data                       	|  8.467e-06      	|1              	|  8.467e-06      	|  2.1702e-06     	|
on_train_dataloader                	|  4.409e-06      	|1              	|  4.409e-06      	|  1.1301e-06     	|
configure_sharded_model            	|  4.4079e-06     	|1              	|  4.4079e-06     	|  1.1298e-06     	|
on_val_dataloader                  	|  4.368e-06      	|1              	|  4.368e-06      	|  1.1196e-06     	|
