FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1291.7         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5501         	|500            	|  1275.1         	|  98.714         	|
run_training_batch                 	|  0.25762        	|1000           	|  257.62         	|  19.945         	|
optimizer_step_with_closure_0      	|  0.25542        	|1000           	|  255.42         	|  19.775         	|
get_train_batch                    	|  0.13641        	|1500           	|  204.62         	|  15.842         	|
fetch_next_train_batch             	|  0.13638        	|1500           	|  204.56         	|  15.837         	|
training_step_and_backward         	|  0.19252        	|1000           	|  192.52         	|  14.905         	|
model_forward                      	|  0.10033        	|1000           	|  100.33         	|  7.7673         	|
training_step                      	|  0.10012        	|1000           	|  100.12         	|  7.7517         	|
backward                           	|  0.090731       	|1000           	|  90.731         	|  7.0244         	|
on_train_batch_end                 	|  0.0017283      	|1000           	|  1.7283         	|  0.1338         	|
zero_grad                          	|  0.0014227      	|1000           	|  1.4227         	|  0.11014        	|
training_batch_to_device           	|  0.00063852     	|1000           	|  0.63852        	|  0.049434       	|
on_train_epoch_end                 	|  0.00030912     	|500            	|  0.15456        	|  0.011966       	|
on_train_epoch_start               	|  0.00030752     	|500            	|  0.15376        	|  0.011904       	|
on_train_batch_start               	|  0.0001102      	|1000           	|  0.1102         	|  0.0085313      	|
on_batch_start                     	|  4.3218e-05     	|1000           	|  0.043218       	|  0.003346       	|
on_train_end                       	|  0.04115        	|1              	|  0.04115        	|  0.0031859      	|
on_pretrain_routine_start          	|  0.021759       	|1              	|  0.021759       	|  0.0016846      	|
on_before_zero_grad                	|  2.0299e-05     	|1000           	|  0.020299       	|  0.0015716      	|
on_after_backward                  	|  1.8448e-05     	|1000           	|  0.018448       	|  0.0014283      	|
on_batch_end                       	|  1.6697e-05     	|1000           	|  0.016697       	|  0.0012927      	|
on_before_optimizer_step           	|  1.2876e-05     	|1000           	|  0.012876       	|  0.00099685     	|
on_before_backward                 	|  1.2838e-05     	|1000           	|  0.012838       	|  0.00099395     	|
configure_optimizers               	|  0.011072       	|1              	|  0.011072       	|  0.00085717     	|
training_step_end                  	|  7.9226e-06     	|1000           	|  0.0079226      	|  0.00061337     	|
on_epoch_end                       	|  1.0936e-05     	|500            	|  0.0054681      	|  0.00042334     	|
on_epoch_start                     	|  1.0337e-05     	|500            	|  0.0051687      	|  0.00040016     	|
on_train_start                     	|  0.0010258      	|1              	|  0.0010258      	|  7.9417e-05     	|
on_fit_start                       	|  3.8987e-05     	|1              	|  3.8987e-05     	|  3.0184e-06     	|
on_fit_end                         	|  3.3658e-05     	|1              	|  3.3658e-05     	|  2.6058e-06     	|
setup                              	|  2.3343e-05     	|1              	|  2.3343e-05     	|  1.8072e-06     	|
on_before_accelerator_backend_setup	|  2.2989e-05     	|1              	|  2.2989e-05     	|  1.7798e-06     	|
on_configure_sharded_model         	|  2.039e-05      	|1              	|  2.039e-05      	|  1.5786e-06     	|
teardown                           	|  1.6635e-05     	|1              	|  1.6635e-05     	|  1.2879e-06     	|
on_pretrain_routine_end            	|  1.4948e-05     	|1              	|  1.4948e-05     	|  1.1573e-06     	|
configure_sharded_model            	|  7.676e-06      	|1              	|  7.676e-06      	|  5.9427e-07     	|
prepare_data                       	|  7.2755e-06     	|1              	|  7.2755e-06     	|  5.6327e-07     	|
on_val_dataloader                  	|  6.9328e-06     	|1              	|  6.9328e-06     	|  5.3673e-07     	|
configure_callbacks                	|  6.8899e-06     	|1              	|  6.8899e-06     	|  5.3342e-07     	|
on_train_dataloader                	|  5.3439e-06     	|1              	|  5.3439e-06     	|  4.1373e-07     	|
