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tensorflow :: ops :: ResourceApplyPowerSign

#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 perselisihan.

Pengembalian:

Pembuat dan Penghancur

ResourceApplyPowerSign (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)
ResourceApplyPowerSign (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 ResourceApplyPowerSign::Attrs & attrs)

Atribut publik

operation

Fungsi publik

operator::tensorflow::Operation () const

Fungsi statis publik

UseLocking (bool x)

Structs

tensorflow :: ops :: ResourceApplyPowerSign :: Attrs

Penyetel atribut opsional untuk ResourceApplyPowerSign .

Atribut publik

operasi

Operation operation

Fungsi publik

ResourceApplyPowerSign

 ResourceApplyPowerSign(
  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
)

ResourceApplyPowerSign

 ResourceApplyPowerSign(
  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 ResourceApplyPowerSign::Attrs & attrs
)

operator :: tensorflow :: Operasi

 operator::tensorflow::Operation() const 

Fungsi statis publik

UseLocking

Attrs UseLocking(
  bool x
)