FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1229.7         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.4242         	|500            	|  1212.1         	|  98.567         	|
run_training_batch                 	|  0.28094        	|1000           	|  280.94         	|  22.846         	|
optimizer_step_with_closure_0      	|  0.27666        	|1000           	|  276.66         	|  22.497         	|
training_step_and_backward         	|  0.21279        	|1000           	|  212.79         	|  17.304         	|
get_train_batch                    	|  0.11844        	|1500           	|  177.66         	|  14.447         	|
fetch_next_train_batch             	|  0.1184         	|1500           	|  177.6          	|  14.442         	|
backward                           	|  0.10704        	|1000           	|  107.04         	|  8.7043         	|
model_forward                      	|  0.10422        	|1000           	|  104.22         	|  8.4755         	|
training_step                      	|  0.10398        	|1000           	|  103.98         	|  8.4558         	|
on_train_batch_end                 	|  0.0023716      	|1000           	|  2.3716         	|  0.19285        	|
zero_grad                          	|  0.0014751      	|1000           	|  1.4751         	|  0.11995        	|
training_batch_to_device           	|  0.00067407     	|1000           	|  0.67407        	|  0.054815       	|
on_train_epoch_end                 	|  0.00033016     	|500            	|  0.16508        	|  0.013424       	|
on_train_epoch_start               	|  0.00032546     	|500            	|  0.16273        	|  0.013233       	|
on_train_batch_start               	|  0.0001122      	|1000           	|  0.1122         	|  0.0091242      	|
on_train_end                       	|  0.062633       	|1              	|  0.062633       	|  0.0050932      	|
on_batch_start                     	|  5.0975e-05     	|1000           	|  0.050975       	|  0.0041452      	|
on_after_backward                  	|  2.9828e-05     	|1000           	|  0.029828       	|  0.0024256      	|
on_before_zero_grad                	|  2.4272e-05     	|1000           	|  0.024272       	|  0.0019737      	|
on_pretrain_routine_start          	|  0.022696       	|1              	|  0.022696       	|  0.0018456      	|
on_before_backward                 	|  1.9237e-05     	|1000           	|  0.019237       	|  0.0015643      	|
on_before_optimizer_step           	|  1.773e-05      	|1000           	|  0.01773        	|  0.0014417      	|
on_batch_end                       	|  1.5667e-05     	|1000           	|  0.015667       	|  0.001274       	|
configure_optimizers               	|  0.011982       	|1              	|  0.011982       	|  0.00097439     	|
training_step_end                  	|  1.0482e-05     	|1000           	|  0.010482       	|  0.00085242     	|
on_epoch_end                       	|  1.1032e-05     	|500            	|  0.0055158      	|  0.00044854     	|
on_epoch_start                     	|  1.089e-05      	|500            	|  0.005445       	|  0.00044278     	|
on_train_start                     	|  0.0011068      	|1              	|  0.0011068      	|  9.0005e-05     	|
on_fit_end                         	|  6.1871e-05     	|1              	|  6.1871e-05     	|  5.0313e-06     	|
on_fit_start                       	|  4.8416e-05     	|1              	|  4.8416e-05     	|  3.9371e-06     	|
on_before_accelerator_backend_setup	|  3.4345e-05     	|1              	|  3.4345e-05     	|  2.7929e-06     	|
on_configure_sharded_model         	|  2.5835e-05     	|1              	|  2.5835e-05     	|  2.1009e-06     	|
setup                              	|  2.5775e-05     	|1              	|  2.5775e-05     	|  2.096e-06      	|
teardown                           	|  1.4329e-05     	|1              	|  1.4329e-05     	|  1.1652e-06     	|
on_pretrain_routine_end            	|  1.3743e-05     	|1              	|  1.3743e-05     	|  1.1175e-06     	|
configure_callbacks                	|  1.0196e-05     	|1              	|  1.0196e-05     	|  8.2914e-07     	|
prepare_data                       	|  9.3952e-06     	|1              	|  9.3952e-06     	|  7.6401e-07     	|
configure_sharded_model            	|  8.8569e-06     	|1              	|  8.8569e-06     	|  7.2023e-07     	|
on_val_dataloader                  	|  7.0725e-06     	|1              	|  7.0725e-06     	|  5.7513e-07     	|
on_train_dataloader                	|  6.7204e-06     	|1              	|  6.7204e-06     	|  5.465e-07      	|
