FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  615.35         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5676         	|167            	|  595.79         	|  96.821         	|
run_training_batch                 	|  0.27632        	|1000           	|  276.32         	|  44.905         	|
optimizer_step_with_closure_0      	|  0.27228        	|1000           	|  272.28         	|  44.248         	|
training_step_and_backward         	|  0.20581        	|1000           	|  205.81         	|  33.447         	|
model_forward                      	|  0.1094         	|1000           	|  109.4          	|  17.778         	|
training_step                      	|  0.10921        	|1000           	|  109.21         	|  17.747         	|
backward                           	|  0.094874       	|1000           	|  94.874         	|  15.418         	|
get_train_batch                    	|  0.055519       	|1167           	|  64.791         	|  10.529         	|
fetch_next_train_batch             	|  0.055491       	|1167           	|  64.758         	|  10.524         	|
on_train_batch_end                 	|  0.0020699      	|1000           	|  2.0699         	|  0.33638        	|
zero_grad                          	|  0.001507       	|1000           	|  1.507          	|  0.2449         	|
training_batch_to_device           	|  0.00038699     	|1000           	|  0.38699        	|  0.062889       	|
on_train_batch_start               	|  9.9833e-05     	|1000           	|  0.099833       	|  0.016224       	|
on_train_epoch_start               	|  0.00033108     	|167            	|  0.05529        	|  0.0089851      	|
on_train_epoch_end                 	|  0.00031592     	|167            	|  0.052758       	|  0.0085736      	|
on_train_end                       	|  0.046085       	|1              	|  0.046085       	|  0.0074891      	|
on_batch_start                     	|  2.8321e-05     	|1000           	|  0.028321       	|  0.0046024      	|
on_pretrain_routine_start          	|  0.021878       	|1              	|  0.021878       	|  0.0035554      	|
on_after_backward                  	|  2.0892e-05     	|1000           	|  0.020892       	|  0.0033951      	|
on_before_zero_grad                	|  1.802e-05      	|1000           	|  0.01802        	|  0.0029284      	|
on_batch_end                       	|  1.657e-05      	|1000           	|  0.01657        	|  0.0026927      	|
on_before_optimizer_step           	|  1.2312e-05     	|1000           	|  0.012312       	|  0.0020009      	|
on_before_backward                 	|  1.186e-05      	|1000           	|  0.01186        	|  0.0019273      	|
configure_optimizers               	|  0.011585       	|1              	|  0.011585       	|  0.0018826      	|
training_step_end                  	|  7.6178e-06     	|1000           	|  0.0076178      	|  0.0012379      	|
on_epoch_start                     	|  1.2075e-05     	|167            	|  0.0020164      	|  0.00032769     	|
on_epoch_end                       	|  1.1931e-05     	|167            	|  0.0019925      	|  0.00032379     	|
on_train_start                     	|  0.0016693      	|1              	|  0.0016693      	|  0.00027128     	|
on_fit_end                         	|  0.00012167     	|1              	|  0.00012167     	|  1.9773e-05     	|
on_fit_start                       	|  4.6397e-05     	|1              	|  4.6397e-05     	|  7.5398e-06     	|
on_before_accelerator_backend_setup	|  2.6587e-05     	|1              	|  2.6587e-05     	|  4.3207e-06     	|
setup                              	|  2.2786e-05     	|1              	|  2.2786e-05     	|  3.7029e-06     	|
on_configure_sharded_model         	|  2.029e-05      	|1              	|  2.029e-05      	|  3.2973e-06     	|
teardown                           	|  1.7202e-05     	|1              	|  1.7202e-05     	|  2.7954e-06     	|
on_pretrain_routine_end            	|  1.258e-05      	|1              	|  1.258e-05      	|  2.0444e-06     	|
configure_callbacks                	|  1.1569e-05     	|1              	|  1.1569e-05     	|  1.88e-06       	|
prepare_data                       	|  8.4881e-06     	|1              	|  8.4881e-06     	|  1.3794e-06     	|
configure_sharded_model            	|  7.5642e-06     	|1              	|  7.5642e-06     	|  1.2292e-06     	|
on_train_dataloader                	|  7.445e-06      	|1              	|  7.445e-06      	|  1.2099e-06     	|
on_val_dataloader                  	|  6.0797e-06     	|1              	|  6.0797e-06     	|  9.88e-07       	|
