FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1317.5         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5991         	|500            	|  1299.6         	|  98.64          	|
run_training_batch                 	|  0.28244        	|1000           	|  282.44         	|  21.438         	|
optimizer_step_with_closure_0      	|  0.27994        	|1000           	|  279.94         	|  21.248         	|
training_step_and_backward         	|  0.20893        	|1000           	|  208.93         	|  15.858         	|
get_train_batch                    	|  0.13105        	|1500           	|  196.57         	|  14.92          	|
fetch_next_train_batch             	|  0.13101        	|1500           	|  196.51         	|  14.916         	|
model_forward                      	|  0.10873        	|1000           	|  108.73         	|  8.2527         	|
training_step                      	|  0.1085         	|1000           	|  108.5          	|  8.2353         	|
backward                           	|  0.098731       	|1000           	|  98.731         	|  7.4939         	|
on_train_batch_end                 	|  0.0018831      	|1000           	|  1.8831         	|  0.14293        	|
zero_grad                          	|  0.0014293      	|1000           	|  1.4293         	|  0.10849        	|
training_batch_to_device           	|  0.000653       	|1000           	|  0.653          	|  0.049564       	|
on_train_epoch_start               	|  0.00032177     	|500            	|  0.16089        	|  0.012212       	|
on_train_epoch_end                 	|  0.00031136     	|500            	|  0.15568        	|  0.011816       	|
on_train_batch_start               	|  0.00012693     	|1000           	|  0.12693        	|  0.0096342      	|
on_batch_start                     	|  4.8964e-05     	|1000           	|  0.048964       	|  0.0037165      	|
on_train_end                       	|  0.043076       	|1              	|  0.043076       	|  0.0032695      	|
on_pretrain_routine_start          	|  0.025647       	|1              	|  0.025647       	|  0.0019466      	|
on_before_zero_grad                	|  2.0762e-05     	|1000           	|  0.020762       	|  0.0015758      	|
on_after_backward                  	|  2.0261e-05     	|1000           	|  0.020261       	|  0.0015379      	|
on_batch_end                       	|  1.6114e-05     	|1000           	|  0.016114       	|  0.0012231      	|
on_before_backward                 	|  1.3981e-05     	|1000           	|  0.013981       	|  0.0010612      	|
on_before_optimizer_step           	|  1.3414e-05     	|1000           	|  0.013414       	|  0.0010181      	|
configure_optimizers               	|  0.010232       	|1              	|  0.010232       	|  0.00077664     	|
training_step_end                  	|  9.4928e-06     	|1000           	|  0.0094928      	|  0.00072053     	|
on_epoch_end                       	|  1.1055e-05     	|500            	|  0.0055274      	|  0.00041954     	|
on_epoch_start                     	|  1.0632e-05     	|500            	|  0.0053162      	|  0.00040351     	|
on_train_start                     	|  0.0011161      	|1              	|  0.0011161      	|  8.4711e-05     	|
on_fit_start                       	|  4.5212e-05     	|1              	|  4.5212e-05     	|  3.4317e-06     	|
on_fit_end                         	|  3.0583e-05     	|1              	|  3.0583e-05     	|  2.3213e-06     	|
setup                              	|  2.4995e-05     	|1              	|  2.4995e-05     	|  1.8972e-06     	|
on_before_accelerator_backend_setup	|  2.254e-05      	|1              	|  2.254e-05      	|  1.7108e-06     	|
on_configure_sharded_model         	|  2.2013e-05     	|1              	|  2.2013e-05     	|  1.6708e-06     	|
teardown                           	|  2.0193e-05     	|1              	|  2.0193e-05     	|  1.5327e-06     	|
on_pretrain_routine_end            	|  1.6935e-05     	|1              	|  1.6935e-05     	|  1.2854e-06     	|
on_val_dataloader                  	|  9.0394e-06     	|1              	|  9.0394e-06     	|  6.8611e-07     	|
on_train_dataloader                	|  7.9498e-06     	|1              	|  7.9498e-06     	|  6.0341e-07     	|
configure_callbacks                	|  7.8976e-06     	|1              	|  7.8976e-06     	|  5.9945e-07     	|
prepare_data                       	|  7.6611e-06     	|1              	|  7.6611e-06     	|  5.8149e-07     	|
configure_sharded_model            	|  6.929e-06      	|1              	|  6.929e-06      	|  5.2593e-07     	|
