FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  393.54         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.81          	|25             	|  370.24         	|  94.081         	|
run_training_batch                 	|  0.35765        	|1000           	|  357.65         	|  90.881         	|
optimizer_step_with_closure_0      	|  0.35497        	|1000           	|  354.97         	|  90.199         	|
training_step_and_backward         	|  0.27614        	|1000           	|  276.14         	|  70.169         	|
model_forward                      	|  0.16308        	|1000           	|  163.08         	|  41.438         	|
training_step                      	|  0.16294        	|1000           	|  162.94         	|  41.403         	|
backward                           	|  0.11175        	|1000           	|  111.75         	|  28.397         	|
get_train_batch                    	|  0.0042381      	|1025           	|  4.344          	|  1.1038         	|
fetch_next_train_batch             	|  0.0042206      	|1025           	|  4.3261         	|  1.0993         	|
zero_grad                          	|  0.0012897      	|1000           	|  1.2897         	|  0.32771        	|
on_train_batch_end                 	|  0.0012061      	|1000           	|  1.2061         	|  0.30647        	|
training_batch_to_device           	|  0.00024091     	|1000           	|  0.24091        	|  0.061216       	|
on_train_batch_start               	|  9.1043e-05     	|1000           	|  0.091043       	|  0.023134       	|
on_train_end                       	|  0.023604       	|1              	|  0.023604       	|  0.0059978      	|
on_pretrain_routine_start          	|  0.023262       	|1              	|  0.023262       	|  0.0059111      	|
on_batch_start                     	|  1.5202e-05     	|1000           	|  0.015202       	|  0.0038629      	|
on_before_zero_grad                	|  1.3628e-05     	|1000           	|  0.013628       	|  0.003463       	|
on_batch_end                       	|  1.3346e-05     	|1000           	|  0.013346       	|  0.0033914      	|
on_after_backward                  	|  1.1295e-05     	|1000           	|  0.011295       	|  0.0028701      	|
on_before_backward                 	|  1.065e-05      	|1000           	|  0.01065        	|  0.0027063      	|
on_before_optimizer_step           	|  1.0266e-05     	|1000           	|  0.010266       	|  0.0026086      	|
configure_optimizers               	|  0.0085291      	|1              	|  0.0085291      	|  0.0021673      	|
on_train_epoch_start               	|  0.00028452     	|25             	|  0.007113       	|  0.0018074      	|
on_train_epoch_end                 	|  0.00028291     	|25             	|  0.0070728      	|  0.0017972      	|
training_step_end                  	|  5.5046e-06     	|1000           	|  0.0055046      	|  0.0013988      	|
on_train_start                     	|  0.00068282     	|1              	|  0.00068282     	|  0.00017351     	|
on_epoch_end                       	|  1.0651e-05     	|25             	|  0.00026627     	|  6.766e-05      	|
on_epoch_start                     	|  1.0489e-05     	|25             	|  0.00026222     	|  6.6632e-05     	|
on_fit_end                         	|  2.2933e-05     	|1              	|  2.2933e-05     	|  5.8274e-06     	|
on_before_accelerator_backend_setup	|  2.0889e-05     	|1              	|  2.0889e-05     	|  5.308e-06      	|
on_configure_sharded_model         	|  1.9317e-05     	|1              	|  1.9317e-05     	|  4.9085e-06     	|
on_fit_start                       	|  1.6571e-05     	|1              	|  1.6571e-05     	|  4.2108e-06     	|
setup                              	|  1.4116e-05     	|1              	|  1.4116e-05     	|  3.5869e-06     	|
on_pretrain_routine_end            	|  1.056e-05      	|1              	|  1.056e-05      	|  2.6833e-06     	|
teardown                           	|  1.0439e-05     	|1              	|  1.0439e-05     	|  2.6526e-06     	|
prepare_data                       	|  7.1439e-06     	|1              	|  7.1439e-06     	|  1.8153e-06     	|
configure_callbacks                	|  6.6831e-06     	|1              	|  6.6831e-06     	|  1.6982e-06     	|
configure_sharded_model            	|  4.87e-06       	|1              	|  4.87e-06       	|  1.2375e-06     	|
on_val_dataloader                  	|  4.6991e-06     	|1              	|  4.6991e-06     	|  1.1941e-06     	|
on_train_dataloader                	|  4.429e-06      	|1              	|  4.429e-06      	|  1.1254e-06     	|
