public final class ResourceApplyAdagradV2 extends PrimitiveOp
accum += grad * grad var -= lr * grad * (1 / sqrt(accum))
Modifier and Type | Class and Description |
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static class |
ResourceApplyAdagradV2.Options
Optional attributes for
ResourceApplyAdagradV2 |
operation
Modifier and Type | Method and Description |
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static <T> ResourceApplyAdagradV2 |
create(Scope scope,
Operand<?> var,
Operand<?> accum,
Operand<T> lr,
Operand<T> epsilon,
Operand<T> grad,
ResourceApplyAdagradV2.Options... options)
Factory method to create a class wrapping a new ResourceApplyAdagradV2 operation.
|
static ResourceApplyAdagradV2.Options |
updateSlots(Boolean updateSlots) |
static ResourceApplyAdagradV2.Options |
useLocking(Boolean useLocking) |
equals, hashCode, op, toString
public static <T> ResourceApplyAdagradV2 create(Scope scope, Operand<?> var, Operand<?> accum, Operand<T> lr, Operand<T> epsilon, Operand<T> grad, ResourceApplyAdagradV2.Options... options)
scope
- current scopevar
- Should be from a Variable().accum
- Should be from a Variable().lr
- Scaling factor. Must be a scalar.epsilon
- Constant factor. Must be a scalar.grad
- The gradient.options
- carries optional attributes valuespublic static ResourceApplyAdagradV2.Options useLocking(Boolean useLocking)
useLocking
- If `True`, updating of the var and accum tensors will be protected
by a lock; otherwise the behavior is undefined, but may exhibit less
contention.public static ResourceApplyAdagradV2.Options updateSlots(Boolean updateSlots)
updateSlots
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