tensorflow :: ops :: ApplyPowerSign

#include <training_ops.h>

Perbarui '* var' sesuai dengan pembaruan AddSign.

Ringkasan

m_t <- beta1 * m_ {t-1} + (1 - beta1) * g update <- exp (logbase * sign_decay * tanda (g) * tanda (m_t)) * g variabel <- variable - lr_t * update

Argumen:

• scope: Objek Scope
• var: Harus dari Variabel ().
• m: Harus dari Variabel ().
• lr: Faktor penskalaan. Harus skalar.
• logbase: Harus skalar.
• sign_decay: Harus skalar.
• beta: Harus skalar.
• grad: Gradien.

Atribut opsional (lihat Attrs ):

• use_locking: Jika True , pembaruan tensor var dan m dilindungi oleh kunci; jika tidak, perilakunya tidak ditentukan, tetapi mungkin menunjukkan lebih sedikit pertentangan.

Pengembalian:

• Output : Sama seperti "var".

Pembuat dan Penghancur
ApplyPowerSign (const :: tensorflow::Scope & scope, :: tensorflow::Input var, :: tensorflow::Input m, :: tensorflow::Input lr, :: tensorflow::Input logbase, :: tensorflow::Input sign_decay, :: tensorflow::Input beta, :: tensorflow::Input grad)
ApplyPowerSign (const :: tensorflow::Scope & scope, :: tensorflow::Input var, :: tensorflow::Input m, :: tensorflow::Input lr, :: tensorflow::Input logbase, :: tensorflow::Input sign_decay, :: tensorflow::Input beta, :: tensorflow::Input grad, const ApplyPowerSign::Attrs & attrs)

Atribut publik
operation	Operation
out	:: tensorflow::Output

Fungsi publik
node () const	::tensorflow::Node *
operator::tensorflow::Input () const
operator::tensorflow::Output () const

Fungsi statis publik
UseLocking (bool x)	Attrs

Structs
tensorflow :: ops :: ApplyPowerSign :: Attrs	Penyetel atribut opsional untuk ApplyPowerSign .

Atribut publik

operasi

Operation operation

di luar

::tensorflow::Output out

Fungsi publik

ApplyPowerSign

 ApplyPowerSign(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input var,
  ::tensorflow::Input m,
  ::tensorflow::Input lr,
  ::tensorflow::Input logbase,
  ::tensorflow::Input sign_decay,
  ::tensorflow::Input beta,
  ::tensorflow::Input grad
)

ApplyPowerSign

 ApplyPowerSign(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input var,
  ::tensorflow::Input m,
  ::tensorflow::Input lr,
  ::tensorflow::Input logbase,
  ::tensorflow::Input sign_decay,
  ::tensorflow::Input beta,
  ::tensorflow::Input grad,
  const ApplyPowerSign::Attrs & attrs
)

simpul

::tensorflow::Node * node() const 

operator :: tensorflow :: Input

 operator::tensorflow::Input() const 

operator :: tensorflow :: Keluaran

 operator::tensorflow::Output() const 

Fungsi statis publik

UseLocking

Attrs UseLocking(
  bool x
)