FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  390.16         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.643         	|25             	|  366.09         	|  93.829         	|
run_training_batch                 	|  0.35356        	|1000           	|  353.56         	|  90.62          	|
optimizer_step_with_closure_0      	|  0.3509         	|1000           	|  350.9          	|  89.937         	|
training_step_and_backward         	|  0.27317        	|1000           	|  273.17         	|  70.015         	|
model_forward                      	|  0.16157        	|1000           	|  161.57         	|  41.411         	|
training_step                      	|  0.16144        	|1000           	|  161.44         	|  41.377         	|
backward                           	|  0.11028        	|1000           	|  110.28         	|  28.266         	|
get_train_batch                    	|  0.0042275      	|1025           	|  4.3332         	|  1.1106         	|
fetch_next_train_batch             	|  0.0042102      	|1025           	|  4.3155         	|  1.1061         	|
zero_grad                          	|  0.001295       	|1000           	|  1.295          	|  0.33192        	|
on_train_batch_end                 	|  0.0012032      	|1000           	|  1.2032         	|  0.30837        	|
training_batch_to_device           	|  0.00023979     	|1000           	|  0.23979        	|  0.061458       	|
on_train_batch_start               	|  9.1738e-05     	|1000           	|  0.091738       	|  0.023513       	|
on_train_end                       	|  0.02331        	|1              	|  0.02331        	|  0.0059744      	|
on_pretrain_routine_start          	|  0.022338       	|1              	|  0.022338       	|  0.0057252      	|
on_batch_start                     	|  1.5308e-05     	|1000           	|  0.015308       	|  0.0039236      	|
on_before_zero_grad                	|  1.4234e-05     	|1000           	|  0.014234       	|  0.0036482      	|
on_batch_end                       	|  1.4219e-05     	|1000           	|  0.014219       	|  0.0036444      	|
on_after_backward                  	|  1.1577e-05     	|1000           	|  0.011577       	|  0.0029672      	|
on_before_optimizer_step           	|  1.1155e-05     	|1000           	|  0.011155       	|  0.002859       	|
on_before_backward                 	|  1.0611e-05     	|1000           	|  0.010611       	|  0.0027197      	|
configure_optimizers               	|  0.0083453      	|1              	|  0.0083453      	|  0.0021389      	|
on_train_epoch_start               	|  0.00028433     	|25             	|  0.0071083      	|  0.0018219      	|
on_train_epoch_end                 	|  0.00028216     	|25             	|  0.0070541      	|  0.001808       	|
training_step_end                  	|  5.9635e-06     	|1000           	|  0.0059635      	|  0.0015285      	|
on_train_start                     	|  0.00069629     	|1              	|  0.00069629     	|  0.00017846     	|
on_epoch_end                       	|  1.0356e-05     	|25             	|  0.00025891     	|  6.6358e-05     	|
on_epoch_start                     	|  1.0349e-05     	|25             	|  0.00025872     	|  6.631e-05      	|
on_fit_end                         	|  2.5879e-05     	|1              	|  2.5879e-05     	|  6.6329e-06     	|
on_before_accelerator_backend_setup	|  1.8946e-05     	|1              	|  1.8946e-05     	|  4.8559e-06     	|
on_fit_start                       	|  1.7243e-05     	|1              	|  1.7243e-05     	|  4.4195e-06     	|
setup                              	|  1.3174e-05     	|1              	|  1.3174e-05     	|  3.3765e-06     	|
on_configure_sharded_model         	|  1.3075e-05     	|1              	|  1.3075e-05     	|  3.3512e-06     	|
on_pretrain_routine_end            	|  1.06e-05       	|1              	|  1.06e-05       	|  2.7168e-06     	|
teardown                           	|  1.053e-05      	|1              	|  1.053e-05      	|  2.6989e-06     	|
prepare_data                       	|  8.215e-06      	|1              	|  8.215e-06      	|  2.1055e-06     	|
configure_callbacks                	|  6.723e-06      	|1              	|  6.723e-06      	|  1.7231e-06     	|
on_val_dataloader                  	|  4.86e-06       	|1              	|  4.86e-06       	|  1.2456e-06     	|
on_train_dataloader                	|  4.649e-06      	|1              	|  4.649e-06      	|  1.1916e-06     	|
configure_sharded_model            	|  4.449e-06      	|1              	|  4.449e-06      	|  1.1403e-06     	|
