FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  348.07         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.498         	|21             	|  325.46         	|  93.506         	|
run_training_batch                 	|  0.28128        	|1000           	|  281.28         	|  80.813         	|
optimizer_step_with_closure_0      	|  0.27806        	|1000           	|  278.06         	|  79.888         	|
training_step_and_backward         	|  0.2144         	|1000           	|  214.4          	|  61.596         	|
backward                           	|  0.10776        	|1000           	|  107.76         	|  30.959         	|
model_forward                      	|  0.10514        	|1000           	|  105.14         	|  30.208         	|
training_step                      	|  0.10495        	|1000           	|  104.95         	|  30.153         	|
get_train_batch                    	|  0.0087657      	|1021           	|  8.9498         	|  2.5713         	|
fetch_next_train_batch             	|  0.0087399      	|1021           	|  8.9235         	|  2.5637         	|
on_train_batch_end                 	|  0.002428       	|1000           	|  2.428          	|  0.69757        	|
zero_grad                          	|  0.0014603      	|1000           	|  1.4603         	|  0.41955        	|
training_batch_to_device           	|  0.00026873     	|1000           	|  0.26873        	|  0.077206       	|
on_train_batch_start               	|  9.6443e-05     	|1000           	|  0.096443       	|  0.027708       	|
on_train_end                       	|  0.079508       	|1              	|  0.079508       	|  0.022843       	|
configure_optimizers               	|  0.039919       	|1              	|  0.039919       	|  0.011469       	|
on_after_backward                  	|  2.7596e-05     	|1000           	|  0.027596       	|  0.0079282      	|
on_pretrain_routine_start          	|  0.024849       	|1              	|  0.024849       	|  0.007139       	|
on_batch_start                     	|  2.1724e-05     	|1000           	|  0.021724       	|  0.0062414      	|
on_before_zero_grad                	|  1.7832e-05     	|1000           	|  0.017832       	|  0.0051233      	|
on_batch_end                       	|  1.6169e-05     	|1000           	|  0.016169       	|  0.0046453      	|
on_before_backward                 	|  1.3394e-05     	|1000           	|  0.013394       	|  0.0038481      	|
on_before_optimizer_step           	|  1.321e-05      	|1000           	|  0.01321        	|  0.0037953      	|
on_train_epoch_start               	|  0.00048103     	|21             	|  0.010102       	|  0.0029022      	|
on_train_epoch_end                 	|  0.00047404     	|21             	|  0.0099549      	|  0.00286        	|
training_step_end                  	|  7.2235e-06     	|1000           	|  0.0072235      	|  0.0020753      	|
on_train_start                     	|  0.0011079      	|1              	|  0.0011079      	|  0.0003183      	|
on_epoch_end                       	|  1.6093e-05     	|21             	|  0.00033795     	|  9.7094e-05     	|
on_epoch_start                     	|  1.2269e-05     	|21             	|  0.00025765     	|  7.4024e-05     	|
on_fit_end                         	|  6.2864e-05     	|1              	|  6.2864e-05     	|  1.8061e-05     	|
on_fit_start                       	|  4.1867e-05     	|1              	|  4.1867e-05     	|  1.2028e-05     	|
on_before_accelerator_backend_setup	|  2.6455e-05     	|1              	|  2.6455e-05     	|  7.6006e-06     	|
setup                              	|  2.5533e-05     	|1              	|  2.5533e-05     	|  7.3357e-06     	|
on_configure_sharded_model         	|  2.2491e-05     	|1              	|  2.2491e-05     	|  6.4618e-06     	|
teardown                           	|  1.8168e-05     	|1              	|  1.8168e-05     	|  5.2197e-06     	|
on_pretrain_routine_end            	|  1.4117e-05     	|1              	|  1.4117e-05     	|  4.0558e-06     	|
prepare_data                       	|  1.0703e-05     	|1              	|  1.0703e-05     	|  3.0749e-06     	|
configure_sharded_model            	|  9.343e-06      	|1              	|  9.343e-06      	|  2.6843e-06     	|
on_train_dataloader                	|  9.153e-06      	|1              	|  9.153e-06      	|  2.6297e-06     	|
on_val_dataloader                  	|  8.5011e-06     	|1              	|  8.5011e-06     	|  2.4424e-06     	|
configure_callbacks                	|  6.4261e-06     	|1              	|  6.4261e-06     	|  1.8462e-06     	|
