FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  334.8          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.34          	|21             	|  322.13         	|  96.216         	|
run_training_batch                 	|  0.30815        	|1000           	|  308.15         	|  92.04          	|
optimizer_step_with_closure_0      	|  0.30558        	|1000           	|  305.58         	|  91.272         	|
training_step_and_backward         	|  0.23469        	|1000           	|  234.69         	|  70.098         	|
backward                           	|  0.11877        	|1000           	|  118.77         	|  35.475         	|
model_forward                      	|  0.11438        	|1000           	|  114.38         	|  34.163         	|
training_step                      	|  0.11419        	|1000           	|  114.19         	|  34.107         	|
get_train_batch                    	|  0.0045443      	|1021           	|  4.6398         	|  1.3858         	|
fetch_next_train_batch             	|  0.0045225      	|1021           	|  4.6175         	|  1.3792         	|
on_train_batch_end                 	|  0.0017582      	|1000           	|  1.7582         	|  0.52515        	|
zero_grad                          	|  0.0015129      	|1000           	|  1.5129         	|  0.45189        	|
training_batch_to_device           	|  0.00028721     	|1000           	|  0.28721        	|  0.085784       	|
on_train_batch_start               	|  0.00010649     	|1000           	|  0.10649        	|  0.031807       	|
on_pretrain_routine_start          	|  0.025809       	|1              	|  0.025809       	|  0.0077086      	|
on_train_end                       	|  0.024193       	|1              	|  0.024193       	|  0.0072261      	|
on_batch_start                     	|  2.0659e-05     	|1000           	|  0.020659       	|  0.0061705      	|
on_after_backward                  	|  1.8377e-05     	|1000           	|  0.018377       	|  0.0054889      	|
on_batch_end                       	|  1.5087e-05     	|1000           	|  0.015087       	|  0.0045063      	|
on_before_zero_grad                	|  1.4075e-05     	|1000           	|  0.014075       	|  0.0042039      	|
on_before_backward                 	|  1.2388e-05     	|1000           	|  0.012388       	|  0.0037002      	|
on_before_optimizer_step           	|  1.1904e-05     	|1000           	|  0.011904       	|  0.0035555      	|
on_train_epoch_end                 	|  0.00045981     	|21             	|  0.009656       	|  0.0028841      	|
on_train_epoch_start               	|  0.0004445      	|21             	|  0.0093344      	|  0.0027881      	|
configure_optimizers               	|  0.0090588      	|1              	|  0.0090588      	|  0.0027057      	|
training_step_end                  	|  6.4887e-06     	|1000           	|  0.0064887      	|  0.0019381      	|
on_train_start                     	|  0.0012701      	|1              	|  0.0012701      	|  0.00037937     	|
on_epoch_start                     	|  1.1025e-05     	|21             	|  0.00023153     	|  6.9154e-05     	|
on_epoch_end                       	|  1.0885e-05     	|21             	|  0.00022859     	|  6.8277e-05     	|
on_fit_end                         	|  2.6975e-05     	|1              	|  2.6975e-05     	|  8.057e-06      	|
setup                              	|  2.2834e-05     	|1              	|  2.2834e-05     	|  6.8202e-06     	|
on_before_accelerator_backend_setup	|  2.1318e-05     	|1              	|  2.1318e-05     	|  6.3674e-06     	|
on_configure_sharded_model         	|  1.783e-05      	|1              	|  1.783e-05      	|  5.3256e-06     	|
on_fit_start                       	|  1.7742e-05     	|1              	|  1.7742e-05     	|  5.2993e-06     	|
on_pretrain_routine_end            	|  1.4859e-05     	|1              	|  1.4859e-05     	|  4.4382e-06     	|
teardown                           	|  1.0676e-05     	|1              	|  1.0676e-05     	|  3.1888e-06     	|
prepare_data                       	|  9.432e-06      	|1              	|  9.432e-06      	|  2.8172e-06     	|
on_val_dataloader                  	|  7.673e-06      	|1              	|  7.673e-06      	|  2.2918e-06     	|
on_train_dataloader                	|  6.754e-06      	|1              	|  6.754e-06      	|  2.0173e-06     	|
configure_sharded_model            	|  6.722e-06      	|1              	|  6.722e-06      	|  2.0078e-06     	|
configure_callbacks                	|  5.633e-06      	|1              	|  5.633e-06      	|  1.6825e-06     	|
