FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1573.8         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  73.843         	|21             	|  1550.7         	|  98.535         	|
run_training_batch                 	|  0.19009        	|8000           	|  1520.7         	|  96.629         	|
training_step_and_backward         	|  0.17931        	|8000           	|  1434.5         	|  91.15          	|
model_forward                      	|  0.098659       	|8000           	|  789.27         	|  50.152         	|
training_step                      	|  0.09853        	|8000           	|  788.24         	|  50.086         	|
backward                           	|  0.080475       	|8000           	|  643.8          	|  40.908         	|
optimizer_step_with_closure_0      	|  0.23892        	|1000           	|  238.92         	|  15.181         	|
get_train_batch                    	|  0.0018142      	|8021           	|  14.552         	|  0.92464        	|
fetch_next_train_batch             	|  0.0017984      	|8021           	|  14.425         	|  0.91657        	|
on_train_batch_end                 	|  0.0010728      	|8000           	|  8.5824         	|  0.54534        	|
training_batch_to_device           	|  0.00021021     	|8000           	|  1.6817         	|  0.10686        	|
zero_grad                          	|  0.0012691      	|1000           	|  1.2691         	|  0.080642       	|
on_train_batch_start               	|  8.9186e-05     	|8000           	|  0.71349        	|  0.045336       	|
on_batch_start                     	|  1.3912e-05     	|8000           	|  0.1113         	|  0.0070721      	|
on_batch_end                       	|  1.2589e-05     	|8000           	|  0.10071        	|  0.0063996      	|
on_before_backward                 	|  1.2439e-05     	|8000           	|  0.099511       	|  0.0063231      	|
on_after_backward                  	|  1.135e-05      	|8000           	|  0.090802       	|  0.0057697      	|
training_step_end                  	|  5.2616e-06     	|8000           	|  0.042093       	|  0.0026747      	|
on_train_end                       	|  0.025265       	|1              	|  0.025265       	|  0.0016054      	|
on_pretrain_routine_start          	|  0.022841       	|1              	|  0.022841       	|  0.0014514      	|
on_before_zero_grad                	|  1.3533e-05     	|1000           	|  0.013533       	|  0.0008599      	|
on_before_optimizer_step           	|  1.0962e-05     	|1000           	|  0.010962       	|  0.00069655     	|
configure_optimizers               	|  0.0083019      	|1              	|  0.0083019      	|  0.00052752     	|
on_train_epoch_start               	|  0.00028977     	|21             	|  0.0060851      	|  0.00038666     	|
on_train_epoch_end                 	|  0.00028165     	|21             	|  0.0059146      	|  0.00037583     	|
on_train_start                     	|  0.0006748      	|1              	|  0.0006748      	|  4.2878e-05     	|
on_epoch_start                     	|  1.0884e-05     	|21             	|  0.00022857     	|  1.4524e-05     	|
on_epoch_end                       	|  1.0302e-05     	|21             	|  0.00021634     	|  1.3747e-05     	|
on_fit_end                         	|  2.3975e-05     	|1              	|  2.3975e-05     	|  1.5234e-06     	|
on_before_accelerator_backend_setup	|  1.9566e-05     	|1              	|  1.9566e-05     	|  1.2433e-06     	|
on_fit_start                       	|  1.647e-05      	|1              	|  1.647e-05      	|  1.0465e-06     	|
setup                              	|  1.3645e-05     	|1              	|  1.3645e-05     	|  8.6703e-07     	|
on_configure_sharded_model         	|  1.3194e-05     	|1              	|  1.3194e-05     	|  8.3838e-07     	|
teardown                           	|  1.065e-05      	|1              	|  1.065e-05      	|  6.7672e-07     	|
on_pretrain_routine_end            	|  9.1968e-06     	|1              	|  9.1968e-06     	|  5.8438e-07     	|
prepare_data                       	|  7.1242e-06     	|1              	|  7.1242e-06     	|  4.5268e-07     	|
configure_callbacks                	|  6.743e-06      	|1              	|  6.743e-06      	|  4.2846e-07     	|
configure_sharded_model            	|  4.3078e-06     	|1              	|  4.3078e-06     	|  2.7373e-07     	|
on_val_dataloader                  	|  4.258e-06      	|1              	|  4.258e-06      	|  2.7056e-07     	|
on_train_dataloader                	|  3.997e-06      	|1              	|  3.997e-06      	|  2.5398e-07     	|
