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私は、二次導関数(すなわち、勾配の勾配)の計算を必要とするモデルを訓練しています。私は現時点ではソフトマックスクロスエントロピーの第二導関数をサポートしていませんTensorFlowのように思える次のエラーテンソルフローの二次導関数を計算する際のエラー
Traceback (most recent call last):
File "/scratch0/Projects/summer/adda/env/lib/python3.6/site-packages/tensorflow/python/ops/gradients_impl.py", line 455, in gradients
grad_fn = ops.get_gradient_function(op)
File "/scratch0/Projects/summer/adda/env/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1682, in get_gradient_function
return _gradient_registry.lookup(op_type)
File "/scratch0/Projects/summer/adda/env/lib/python3.6/site-packages/tensorflow/python/framework/registry.py", line 93, in lookup
"%s registry has no entry for: %s" % (self._name, name))
LookupError: gradient registry has no entry for: PreventGradient
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "tools/train_adda.py", line 215, in <module>
main()
File "/scratch0/Projects/summer/adda/env/lib/python3.6/site-packages/click/core.py", line 722, in __call__
return self.main(*args, **kwargs)
File "/scratch0/Projects/summer/adda/env/lib/python3.6/site-packages/click/core.py", line 697, in main
rv = self.invoke(ctx)
File "/scratch0/Projects/summer/adda/env/lib/python3.6/site-packages/click/core.py", line 895, in invoke
return ctx.invoke(self.callback, **ctx.params)
File "/scratch0/Projects/summer/adda/env/lib/python3.6/site-packages/click/core.py", line 535, in invoke
return callback(*args, **kwargs)
File "tools/train_adda.py", line 137, in main
Jgrads_target = tf.gradients(reg, list(target_vars.values()))
File "/scratch0/Projects/summer/adda/env/lib/python3.6/site-packages/tensorflow/python/ops/gradients_impl.py", line 459, in gradients
(op.name, op.type))
LookupError: No gradient defined for operation 'gradients_1/sparse_softmax_cross_entropy_loss_1/xentropy/xentropy_grad/PreventGradient' (op type: PreventGradient)