FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  533.82         	|  100 %          	|
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run_training_epoch                 	|  8.086          	|63             	|  509.42         	|  95.429         	|
run_training_batch                 	|  0.37301        	|1000           	|  373.01         	|  69.876         	|
optimizer_step_with_closure_0      	|  0.37041        	|1000           	|  370.41         	|  69.388         	|
training_step_and_backward         	|  0.2653         	|1000           	|  265.3          	|  49.698         	|
model_forward                      	|  0.13708        	|1000           	|  137.08         	|  25.678         	|
training_step                      	|  0.1369         	|1000           	|  136.9          	|  25.645         	|
backward                           	|  0.12674        	|1000           	|  126.74         	|  23.742         	|
get_train_batch                    	|  0.029142       	|1063           	|  30.978         	|  5.8032         	|
fetch_next_train_batch             	|  0.029119       	|1063           	|  30.953         	|  5.7984         	|
on_train_batch_end                 	|  0.0017857      	|1000           	|  1.7857         	|  0.33452        	|
zero_grad                          	|  0.0014453      	|1000           	|  1.4453         	|  0.27075        	|
training_batch_to_device           	|  0.0002544      	|1000           	|  0.2544         	|  0.047657       	|
on_train_batch_start               	|  0.00013292     	|1000           	|  0.13292        	|  0.0249         	|
on_train_end                       	|  0.043983       	|1              	|  0.043983       	|  0.0082393      	|
on_train_epoch_end                 	|  0.0003697      	|63             	|  0.023291       	|  0.0043631      	|
on_train_epoch_start               	|  0.00036544     	|63             	|  0.023022       	|  0.0043128      	|
on_pretrain_routine_start          	|  0.022802       	|1              	|  0.022802       	|  0.0042715      	|
on_batch_start                     	|  2.2492e-05     	|1000           	|  0.022492       	|  0.0042134      	|
on_after_backward                  	|  2.0539e-05     	|1000           	|  0.020539       	|  0.0038475      	|
on_before_zero_grad                	|  1.6761e-05     	|1000           	|  0.016761       	|  0.0031398      	|
on_batch_end                       	|  1.5635e-05     	|1000           	|  0.015635       	|  0.0029289      	|
on_before_optimizer_step           	|  1.2911e-05     	|1000           	|  0.012911       	|  0.0024186      	|
on_before_backward                 	|  1.2608e-05     	|1000           	|  0.012608       	|  0.0023618      	|
configure_optimizers               	|  0.011277       	|1              	|  0.011277       	|  0.0021125      	|
training_step_end                  	|  6.9222e-06     	|1000           	|  0.0069222      	|  0.0012967      	|
on_train_start                     	|  0.0020173      	|1              	|  0.0020173      	|  0.0003779      	|
on_epoch_end                       	|  1.1421e-05     	|63             	|  0.00071954     	|  0.00013479     	|
on_epoch_start                     	|  1.1014e-05     	|63             	|  0.00069389     	|  0.00012999     	|
on_fit_start                       	|  4.8188e-05     	|1              	|  4.8188e-05     	|  9.0271e-06     	|
on_fit_end                         	|  2.9627e-05     	|1              	|  2.9627e-05     	|  5.55e-06       	|
on_before_accelerator_backend_setup	|  2.4872e-05     	|1              	|  2.4872e-05     	|  4.6592e-06     	|
setup                              	|  2.3736e-05     	|1              	|  2.3736e-05     	|  4.4464e-06     	|
on_configure_sharded_model         	|  2.2279e-05     	|1              	|  2.2279e-05     	|  4.1735e-06     	|
teardown                           	|  1.5356e-05     	|1              	|  1.5356e-05     	|  2.8766e-06     	|
on_pretrain_routine_end            	|  1.3802e-05     	|1              	|  1.3802e-05     	|  2.5856e-06     	|
prepare_data                       	|  8.3204e-06     	|1              	|  8.3204e-06     	|  1.5587e-06     	|
configure_callbacks                	|  7.9889e-06     	|1              	|  7.9889e-06     	|  1.4965e-06     	|
configure_sharded_model            	|  7.771e-06      	|1              	|  7.771e-06      	|  1.4557e-06     	|
on_train_dataloader                	|  6.5193e-06     	|1              	|  6.5193e-06     	|  1.2212e-06     	|
on_val_dataloader                  	|  5.6941e-06     	|1              	|  5.6941e-06     	|  1.0667e-06     	|
