공개 정적 최종 클래스 GradientDef.Builder
GradientDef defines the gradient function of a function defined in
a function library.
A gradient function g (specified by gradient_func) for a function f
(specified by function_name) must follow the following:
The function 'f' must be a numerical function which takes N inputs
and produces M outputs. Its gradient function 'g', which is a
function taking N + M inputs and produces N outputs.
I.e. if we have
(y1, y2, ..., y_M) = f(x1, x2, ..., x_N),
then, g is
(dL/dx1, dL/dx2, ..., dL/dx_N) = g(x1, x2, ..., x_N,
dL/dy1, dL/dy2, ..., dL/dy_M),
where L is a scalar-value function of (x1, x2, ..., xN) (e.g., the
loss function). dL/dx_i is the partial derivative of L with respect
to x_i.
tensorflow.GradientDef 공개 방법
| GradientDef.Builder | addRepeatedField (com.google.protobuf.Descriptors.FieldDescriptor 필드, 개체 값) |
| 그라데이션 정의 | 짓다 () |
| 그라데이션 정의 | 빌드부분 () |
| GradientDef.Builder | 분명한 () |
| GradientDef.Builder | ClearField (com.google.protobuf.Descriptors.FieldDescriptor 필드) |
| GradientDef.Builder | 클리어함수이름 () The function name. |
| GradientDef.Builder | 클리어그라디언트펑크 () The gradient function's name. |
| GradientDef.Builder | ClearOneof (com.google.protobuf.Descriptors.OneofDescriptor oneof) |
| GradientDef.Builder | 클론 () |
| 그라데이션 정의 | |
| 최종 정적 com.google.protobuf.Descriptors.Descriptor | |
| com.google.protobuf.Descriptors.Descriptor | |
| 끈 | get함수이름 () The function name. |
| com.google.protobuf.ByteString | getFunctionNameBytes () The function name. |
| 끈 | getGradientFunc () The gradient function's name. |
| com.google.protobuf.ByteString | getGradientFuncBytes () The gradient function's name. |
| 최종 부울 | 초기화됨 () |
| GradientDef.Builder | mergeFrom (com.google.protobuf.CodedInputStream 입력, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry) |
| GradientDef.Builder | mergeFrom (com.google.protobuf.다른 메시지 보내기) |
| 최종 GradientDef.Builder | mergeUnknownFields (com.google.protobuf.UnknownFieldSet 알려지지 않은Fields) |
| GradientDef.Builder | setField (com.google.protobuf.Descriptors.FieldDescriptor 필드, 개체 값) |
| GradientDef.Builder | setFunctionName (문자열 값) The function name. |
| GradientDef.Builder | setFunctionNameBytes (com.google.protobuf.ByteString 값) The function name. |
| GradientDef.Builder | setGradientFunc (문자열 값) The gradient function's name. |
| GradientDef.Builder | setGradientFuncBytes (com.google.protobuf.ByteString 값) The gradient function's name. |
| GradientDef.Builder | setRepeatedField (com.google.protobuf.Descriptors.FieldDescriptor 필드, int 인덱스, 개체 값) |
| 최종 GradientDef.Builder | setUnknownFields (com.google.protobuf.UnknownFieldSet UnknownFields) |
상속된 메서드
공개 방법
공개 정적 최종 com.google.protobuf.Descriptors.Descriptor getDescriptor ()
공개 com.google.protobuf.Descriptors.Descriptor getDescriptorForType ()
공개 문자열 getFunctionName ()
The function name.
string function_name = 1; 공개 com.google.protobuf.ByteString getFunctionNameBytes ()
The function name.
string function_name = 1; 공개 문자열 getGradientFunc ()
The gradient function's name.
string gradient_func = 2; 공개 com.google.protobuf.ByteString getGradientFuncBytes ()
The gradient function's name.
string gradient_func = 2; 공개 최종 부울 isInitialized ()
공개 GradientDef.Builder mergeFrom (com.google.protobuf.CodedInputStream 입력, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry)
던지기
| IO예외 |
|---|
공개 GradientDef.Builder setFunctionNameBytes (com.google.protobuf.ByteString 값)
The function name.
string function_name = 1; 공개 GradientDef.Builder setGradientFunc (문자열 값)
The gradient function's name.
string gradient_func = 2; 공개 GradientDef.Builder setGradientFuncBytes (com.google.protobuf.ByteString 값)
The gradient function's name.
string gradient_func = 2;