FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  360.79         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.3597         	|63             	|  337.66         	|  93.588         	|
run_training_batch                 	|  0.31436        	|1000           	|  314.36         	|  87.13          	|
optimizer_step_with_closure_0      	|  0.31158        	|1000           	|  311.58         	|  86.361         	|
training_step_and_backward         	|  0.23346        	|1000           	|  233.46         	|  64.709         	|
model_forward                      	|  0.1438         	|1000           	|  143.8          	|  39.857         	|
training_step                      	|  0.14366        	|1000           	|  143.66         	|  39.818         	|
backward                           	|  0.088317       	|1000           	|  88.317         	|  24.479         	|
get_train_batch                    	|  0.0074954      	|1063           	|  7.9676         	|  2.2084         	|
fetch_next_train_batch             	|  0.0074758      	|1063           	|  7.9467         	|  2.2026         	|
zero_grad                          	|  0.001322       	|1000           	|  1.322          	|  0.36641        	|
on_train_batch_end                 	|  0.001205       	|1000           	|  1.205          	|  0.33399        	|
training_batch_to_device           	|  0.000226       	|1000           	|  0.226          	|  0.062639       	|
on_train_batch_start               	|  9.3396e-05     	|1000           	|  0.093396       	|  0.025886       	|
on_train_end                       	|  0.025635       	|1              	|  0.025635       	|  0.0071051      	|
on_pretrain_routine_start          	|  0.022626       	|1              	|  0.022626       	|  0.0062711      	|
on_train_epoch_end                 	|  0.00028584     	|63             	|  0.018008       	|  0.0049911      	|
on_train_epoch_start               	|  0.00028171     	|63             	|  0.017748       	|  0.004919       	|
on_batch_start                     	|  1.6002e-05     	|1000           	|  0.016002       	|  0.0044352      	|
on_before_zero_grad                	|  1.3761e-05     	|1000           	|  0.013761       	|  0.0038141      	|
on_batch_end                       	|  1.3605e-05     	|1000           	|  0.013605       	|  0.0037709      	|
on_after_backward                  	|  1.1408e-05     	|1000           	|  0.011408       	|  0.0031619      	|
on_before_optimizer_step           	|  1.0886e-05     	|1000           	|  0.010886       	|  0.0030172      	|
on_before_backward                 	|  1.0521e-05     	|1000           	|  0.010521       	|  0.002916       	|
configure_optimizers               	|  0.0083353      	|1              	|  0.0083353      	|  0.0023103      	|
training_step_end                  	|  5.9996e-06     	|1000           	|  0.0059996      	|  0.0016629      	|
on_train_start                     	|  0.00072127     	|1              	|  0.00072127     	|  0.00019991     	|
on_epoch_start                     	|  1.0428e-05     	|63             	|  0.00065695     	|  0.00018209     	|
on_epoch_end                       	|  1.0213e-05     	|63             	|  0.00064342     	|  0.00017833     	|
on_before_accelerator_backend_setup	|  2.0138e-05     	|1              	|  2.0138e-05     	|  5.5816e-06     	|
on_fit_end                         	|  2.0057e-05     	|1              	|  2.0057e-05     	|  5.5592e-06     	|
on_fit_start                       	|  1.6772e-05     	|1              	|  1.6772e-05     	|  4.6487e-06     	|
on_configure_sharded_model         	|  1.4257e-05     	|1              	|  1.4257e-05     	|  3.9516e-06     	|
setup                              	|  1.4136e-05     	|1              	|  1.4136e-05     	|  3.918e-06      	|
teardown                           	|  1.08e-05       	|1              	|  1.08e-05       	|  2.9934e-06     	|
on_pretrain_routine_end            	|  9.918e-06      	|1              	|  9.918e-06      	|  2.749e-06      	|
prepare_data                       	|  8.005e-06      	|1              	|  8.005e-06      	|  2.2187e-06     	|
configure_callbacks                	|  5.129e-06      	|1              	|  5.129e-06      	|  1.4216e-06     	|
on_val_dataloader                  	|  4.8691e-06     	|1              	|  4.8691e-06     	|  1.3496e-06     	|
on_train_dataloader                	|  4.339e-06      	|1              	|  4.339e-06      	|  1.2026e-06     	|
configure_sharded_model            	|  4.248e-06      	|1              	|  4.248e-06      	|  1.1774e-06     	|
