FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  360.1          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.975         	|21             	|  335.48         	|  93.164         	|
run_training_batch                 	|  0.28695        	|1000           	|  286.95         	|  79.685         	|
optimizer_step_with_closure_0      	|  0.28359        	|1000           	|  283.59         	|  78.753         	|
training_step_and_backward         	|  0.21908        	|1000           	|  219.08         	|  60.839         	|
backward                           	|  0.10984        	|1000           	|  109.84         	|  30.504         	|
model_forward                      	|  0.10769        	|1000           	|  107.69         	|  29.904         	|
training_step                      	|  0.10749        	|1000           	|  107.49         	|  29.85          	|
get_train_batch                    	|  0.0098394      	|1021           	|  10.046         	|  2.7898         	|
fetch_next_train_batch             	|  0.0098135      	|1021           	|  10.02          	|  2.7825         	|
on_train_batch_end                 	|  0.0025704      	|1000           	|  2.5704         	|  0.71381        	|
zero_grad                          	|  0.001516       	|1000           	|  1.516          	|  0.421          	|
training_batch_to_device           	|  0.00030247     	|1000           	|  0.30247        	|  0.083995       	|
on_train_batch_start               	|  9.5199e-05     	|1000           	|  0.095199       	|  0.026437       	|
on_train_end                       	|  0.060478       	|1              	|  0.060478       	|  0.016795       	|
on_after_backward                  	|  2.5555e-05     	|1000           	|  0.025555       	|  0.0070968      	|
on_batch_start                     	|  2.3055e-05     	|1000           	|  0.023055       	|  0.0064025      	|
on_pretrain_routine_start          	|  0.022899       	|1              	|  0.022899       	|  0.0063592      	|
on_before_zero_grad                	|  1.7562e-05     	|1000           	|  0.017562       	|  0.0048771      	|
on_batch_end                       	|  1.691e-05      	|1000           	|  0.01691        	|  0.0046959      	|
configure_optimizers               	|  0.015346       	|1              	|  0.015346       	|  0.0042615      	|
on_before_backward                 	|  1.4075e-05     	|1000           	|  0.014075       	|  0.0039085      	|
on_before_optimizer_step           	|  1.3251e-05     	|1000           	|  0.013251       	|  0.0036798      	|
on_train_epoch_end                 	|  0.00048838     	|21             	|  0.010256       	|  0.0028481      	|
on_train_epoch_start               	|  0.00042318     	|21             	|  0.0088867      	|  0.0024679      	|
training_step_end                  	|  7.1575e-06     	|1000           	|  0.0071575      	|  0.0019876      	|
on_train_start                     	|  0.0010749      	|1              	|  0.0010749      	|  0.00029851     	|
on_epoch_end                       	|  1.3184e-05     	|21             	|  0.00027686     	|  7.6883e-05     	|
on_epoch_start                     	|  1.1567e-05     	|21             	|  0.0002429      	|  6.7454e-05     	|
on_fit_start                       	|  4.2329e-05     	|1              	|  4.2329e-05     	|  1.1755e-05     	|
on_fit_end                         	|  3.6066e-05     	|1              	|  3.6066e-05     	|  1.0016e-05     	|
setup                              	|  2.5872e-05     	|1              	|  2.5872e-05     	|  7.1847e-06     	|
on_before_accelerator_backend_setup	|  2.3687e-05     	|1              	|  2.3687e-05     	|  6.578e-06      	|
on_configure_sharded_model         	|  2.2648e-05     	|1              	|  2.2648e-05     	|  6.2893e-06     	|
teardown                           	|  1.7248e-05     	|1              	|  1.7248e-05     	|  4.7898e-06     	|
on_pretrain_routine_end            	|  1.5104e-05     	|1              	|  1.5104e-05     	|  4.1945e-06     	|
prepare_data                       	|  9.7975e-06     	|1              	|  9.7975e-06     	|  2.7208e-06     	|
on_train_dataloader                	|  8.5626e-06     	|1              	|  8.5626e-06     	|  2.3778e-06     	|
configure_callbacks                	|  8.557e-06      	|1              	|  8.557e-06      	|  2.3763e-06     	|
on_val_dataloader                  	|  8.449e-06      	|1              	|  8.449e-06      	|  2.3463e-06     	|
configure_sharded_model            	|  7.4171e-06     	|1              	|  7.4171e-06     	|  2.0597e-06     	|
