FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1407.5         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.7774         	|500            	|  1388.7         	|  98.664         	|
run_training_batch                 	|  0.38517        	|1000           	|  385.17         	|  27.366         	|
optimizer_step_with_closure_0      	|  0.38169        	|1000           	|  381.69         	|  27.118         	|
training_step_and_backward         	|  0.2761         	|1000           	|  276.1          	|  19.616         	|
get_train_batch                    	|  0.10805        	|1500           	|  162.08         	|  11.515         	|
fetch_next_train_batch             	|  0.10801        	|1500           	|  162.02         	|  11.511         	|
model_forward                      	|  0.14595        	|1000           	|  145.95         	|  10.37          	|
training_step                      	|  0.14573        	|1000           	|  145.73         	|  10.354         	|
backward                           	|  0.12857        	|1000           	|  128.57         	|  9.1349         	|
on_train_batch_end                 	|  0.0022924      	|1000           	|  2.2924         	|  0.16287        	|
zero_grad                          	|  0.0015273      	|1000           	|  1.5273         	|  0.10851        	|
training_batch_to_device           	|  0.00059874     	|1000           	|  0.59874        	|  0.042539       	|
on_train_epoch_end                 	|  0.00035745     	|500            	|  0.17872        	|  0.012698       	|
on_train_epoch_start               	|  0.00035057     	|500            	|  0.17528        	|  0.012454       	|
on_train_batch_start               	|  0.00011014     	|1000           	|  0.11014        	|  0.0078253      	|
on_batch_start                     	|  4.3979e-05     	|1000           	|  0.043979       	|  0.0031246      	|
on_train_end                       	|  0.042654       	|1              	|  0.042654       	|  0.0030305      	|
on_after_backward                  	|  2.4512e-05     	|1000           	|  0.024512       	|  0.0017415      	|
on_before_zero_grad                	|  2.4064e-05     	|1000           	|  0.024064       	|  0.0017097      	|
on_pretrain_routine_start          	|  0.02277        	|1              	|  0.02277        	|  0.0016178      	|
on_before_backward                 	|  1.754e-05      	|1000           	|  0.01754        	|  0.0012462      	|
on_batch_end                       	|  1.5848e-05     	|1000           	|  0.015848       	|  0.001126       	|
on_before_optimizer_step           	|  1.5496e-05     	|1000           	|  0.015496       	|  0.0011009      	|
configure_optimizers               	|  0.01004        	|1              	|  0.01004        	|  0.00071329     	|
training_step_end                  	|  9.201e-06      	|1000           	|  0.009201       	|  0.00065371     	|
on_epoch_end                       	|  1.1223e-05     	|500            	|  0.0056116      	|  0.00039869     	|
on_epoch_start                     	|  1.0983e-05     	|500            	|  0.0054913      	|  0.00039014     	|
on_train_start                     	|  0.0029633      	|1              	|  0.0029633      	|  0.00021053     	|
on_fit_start                       	|  4.5849e-05     	|1              	|  4.5849e-05     	|  3.2575e-06     	|
on_fit_end                         	|  3.3824e-05     	|1              	|  3.3824e-05     	|  2.4031e-06     	|
on_before_accelerator_backend_setup	|  2.7204e-05     	|1              	|  2.7204e-05     	|  1.9328e-06     	|
on_configure_sharded_model         	|  2.1715e-05     	|1              	|  2.1715e-05     	|  1.5428e-06     	|
setup                              	|  2.0629e-05     	|1              	|  2.0629e-05     	|  1.4656e-06     	|
on_pretrain_routine_end            	|  1.5406e-05     	|1              	|  1.5406e-05     	|  1.0946e-06     	|
teardown                           	|  1.5294e-05     	|1              	|  1.5294e-05     	|  1.0866e-06     	|
on_val_dataloader                  	|  1.2578e-05     	|1              	|  1.2578e-05     	|  8.9367e-07     	|
on_train_dataloader                	|  1.1003e-05     	|1              	|  1.1003e-05     	|  7.8171e-07     	|
prepare_data                       	|  8.1509e-06     	|1              	|  8.1509e-06     	|  5.7911e-07     	|
configure_callbacks                	|  7.8809e-06     	|1              	|  7.8809e-06     	|  5.5992e-07     	|
configure_sharded_model            	|  7.052e-06      	|1              	|  7.052e-06      	|  5.0103e-07     	|
