FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  396.7          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.899         	|25             	|  372.48         	|  93.896         	|
run_training_batch                 	|  0.35995        	|1000           	|  359.95         	|  90.736         	|
optimizer_step_with_closure_0      	|  0.35733        	|1000           	|  357.33         	|  90.075         	|
training_step_and_backward         	|  0.27973        	|1000           	|  279.73         	|  70.515         	|
model_forward                      	|  0.16475        	|1000           	|  164.75         	|  41.531         	|
training_step                      	|  0.16461        	|1000           	|  164.61         	|  41.496         	|
backward                           	|  0.11369        	|1000           	|  113.69         	|  28.659         	|
get_train_batch                    	|  0.0041474      	|1025           	|  4.2511         	|  1.0716         	|
fetch_next_train_batch             	|  0.0041297      	|1025           	|  4.233          	|  1.067          	|
zero_grad                          	|  0.0012658      	|1000           	|  1.2658         	|  0.3191         	|
on_train_batch_end                 	|  0.0011879      	|1000           	|  1.1879         	|  0.29944        	|
training_batch_to_device           	|  0.00023552     	|1000           	|  0.23552        	|  0.05937        	|
on_train_batch_start               	|  9.2233e-05     	|1000           	|  0.092233       	|  0.02325        	|
on_pretrain_routine_start          	|  0.024238       	|1              	|  0.024238       	|  0.00611        	|
on_train_end                       	|  0.023755       	|1              	|  0.023755       	|  0.0059883      	|
on_batch_start                     	|  1.5447e-05     	|1000           	|  0.015447       	|  0.0038939      	|
on_before_zero_grad                	|  1.3568e-05     	|1000           	|  0.013568       	|  0.0034202      	|
on_batch_end                       	|  1.3135e-05     	|1000           	|  0.013135       	|  0.0033111      	|
on_after_backward                  	|  1.1663e-05     	|1000           	|  0.011663       	|  0.00294        	|
on_before_backward                 	|  1.0585e-05     	|1000           	|  0.010585       	|  0.0026683      	|
on_before_optimizer_step           	|  1.0454e-05     	|1000           	|  0.010454       	|  0.0026352      	|
configure_optimizers               	|  0.0089094      	|1              	|  0.0089094      	|  0.0022459      	|
on_train_epoch_end                 	|  0.00028272     	|25             	|  0.0070679      	|  0.0017817      	|
on_train_epoch_start               	|  0.00028078     	|25             	|  0.0070194      	|  0.0017695      	|
training_step_end                  	|  5.8657e-06     	|1000           	|  0.0058657      	|  0.0014786      	|
on_train_start                     	|  0.00067014     	|1              	|  0.00067014     	|  0.00016893     	|
on_epoch_start                     	|  1.0621e-05     	|25             	|  0.00026552     	|  6.6932e-05     	|
on_epoch_end                       	|  1.0502e-05     	|25             	|  0.00026256     	|  6.6186e-05     	|
on_before_accelerator_backend_setup	|  2.155e-05      	|1              	|  2.155e-05      	|  5.4324e-06     	|
on_fit_end                         	|  2.0688e-05     	|1              	|  2.0688e-05     	|  5.2151e-06     	|
on_fit_start                       	|  1.7613e-05     	|1              	|  1.7613e-05     	|  4.4399e-06     	|
on_configure_sharded_model         	|  1.3395e-05     	|1              	|  1.3395e-05     	|  3.3767e-06     	|
setup                              	|  1.2875e-05     	|1              	|  1.2875e-05     	|  3.2456e-06     	|
on_pretrain_routine_end            	|  1.067e-05      	|1              	|  1.067e-05      	|  2.6897e-06     	|
teardown                           	|  9.849e-06      	|1              	|  9.849e-06      	|  2.4827e-06     	|
prepare_data                       	|  8.0051e-06     	|1              	|  8.0051e-06     	|  2.0179e-06     	|
configure_callbacks                	|  6.302e-06      	|1              	|  6.302e-06      	|  1.5886e-06     	|
on_val_dataloader                  	|  5.5099e-06     	|1              	|  5.5099e-06     	|  1.389e-06      	|
configure_sharded_model            	|  4.748e-06      	|1              	|  4.748e-06      	|  1.1969e-06     	|
on_train_dataloader                	|  4.438e-06      	|1              	|  4.438e-06      	|  1.1187e-06     	|
