Class | Description |
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Abs<T extends Number> |
Computes the absolute value of a tensor.
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AccumulateN<T> |
Returns the element-wise sum of a list of tensors.
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Acos<T> |
Computes acos of x element-wise.
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Acosh<T> |
Computes inverse hyperbolic cosine of x element-wise.
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Add<T> |
Returns x + y element-wise.
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AddN<T> |
Add all input tensors element wise.
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Angle<U extends Number> |
Returns the argument of a complex number.
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ApproximateEqual |
Returns the truth value of abs(x-y) < tolerance element-wise.
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ApproximateEqual.Options |
Optional attributes for
ApproximateEqual |
ArgMax<V extends Number> |
Returns the index with the largest value across dimensions of a tensor.
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ArgMin<V extends Number> |
Returns the index with the smallest value across dimensions of a tensor.
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Asin<T> |
Computes the trignometric inverse sine of x element-wise.
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Asinh<T> |
Computes inverse hyperbolic sine of x element-wise.
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Atan<T> |
Computes the trignometric inverse tangent of x element-wise.
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Atan2<T extends Number> |
Computes arctangent of `y/x` element-wise, respecting signs of the arguments.
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Atanh<T> |
Computes inverse hyperbolic tangent of x element-wise.
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BesselI0e<T extends Number> |
Computes the Bessel i0e function of `x` element-wise.
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BesselI1e<T extends Number> |
Computes the Bessel i1e function of `x` element-wise.
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Betainc<T extends Number> |
Compute the regularized incomplete beta integral \\(I_x(a, b)\\).
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Bincount<T extends Number> |
Counts the number of occurrences of each value in an integer array.
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Ceil<T extends Number> |
Returns element-wise smallest integer not less than x.
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CheckNumerics<T extends Number> |
Checks a tensor for NaN and Inf values.
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CompareAndBitpack |
Compare values of `input` to `threshold` and pack resulting bits into a `uint8`.
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ComplexAbs<U extends Number> |
Computes the complex absolute value of a tensor.
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Conj<T> |
Returns the complex conjugate of a complex number.
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Cos<T> |
Computes cos of x element-wise.
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Cosh<T> |
Computes hyperbolic cosine of x element-wise.
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Cumprod<T> |
Compute the cumulative product of the tensor `x` along `axis`.
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Cumprod.Options |
Optional attributes for
Cumprod |
Cumsum<T> |
Compute the cumulative sum of the tensor `x` along `axis`.
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Cumsum.Options |
Optional attributes for
Cumsum |
Digamma<T extends Number> |
Computes Psi, the derivative of Lgamma (the log of the absolute value of
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Div<T> |
Returns x / y element-wise.
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DivNoNan<T> |
Returns 0 if the denominator is zero.
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Equal |
Returns the truth value of (x == y) element-wise.
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Equal.Options |
Optional attributes for
Equal |
Erf<T extends Number> |
Computes the Gauss error function of `x` element-wise.
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Erfc<T extends Number> |
Computes the complementary error function of `x` element-wise.
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Exp<T> |
Computes exponential of x element-wise.
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Expm1<T> |
Computes `exp(x) - 1` element-wise.
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Fact |
Output a fact about factorials.
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Floor<T extends Number> |
Returns element-wise largest integer not greater than x.
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FloorDiv<T> |
Returns x // y element-wise.
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FloorMod<T extends Number> |
Returns element-wise remainder of division.
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Greater |
Returns the truth value of (x > y) element-wise.
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GreaterEqual |
Returns the truth value of (x >= y) element-wise.
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Igamma<T extends Number> |
Compute the lower regularized incomplete Gamma function `P(a, x)`.
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Igammac<T extends Number> |
Compute the upper regularized incomplete Gamma function `Q(a, x)`.
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IgammaGradA<T extends Number> |
Computes the gradient of `igamma(a, x)` wrt `a`.
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Imag<U extends Number> |
Returns the imaginary part of a complex number.
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InvertPermutation<T extends Number> |
Computes the inverse permutation of a tensor.
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IsFinite |
Returns which elements of x are finite.
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IsInf |
Returns which elements of x are Inf.
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IsNan |
Returns which elements of x are NaN.
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Less |
Returns the truth value of (x < y) element-wise.
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LessEqual |
Returns the truth value of (x <= y) element-wise.
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Lgamma<T extends Number> |
Computes the log of the absolute value of `Gamma(x)` element-wise.
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Log<T> |
Computes natural logarithm of x element-wise.
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Log1p<T> |
Computes natural logarithm of (1 + x) element-wise.
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LogicalAnd |
Returns the truth value of x AND y element-wise.
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LogicalNot |
Returns the truth value of NOT x element-wise.
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LogicalOr |
Returns the truth value of x OR y element-wise.
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Maximum<T extends Number> |
Returns the max of x and y (i.e.
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Mean<T> |
Computes the mean of elements across dimensions of a tensor.
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Mean.Options |
Optional attributes for
Mean |
Minimum<T extends Number> |
Returns the min of x and y (i.e.
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Mod<T extends Number> |
Returns element-wise remainder of division.
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Mul<T> |
Returns x * y element-wise.
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Neg<T> |
Computes numerical negative value element-wise.
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NotEqual |
Returns the truth value of (x != y) element-wise.
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NotEqual.Options |
Optional attributes for
NotEqual |
Polygamma<T extends Number> |
Compute the polygamma function \\(\psi^{(n)}(x)\\).
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PopulationCount |
Computes element-wise population count (a.k.a.
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Pow<T> |
Computes the power of one value to another.
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QuantizedAdd<V> |
Returns x + y element-wise, working on quantized buffers.
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QuantizedMul<V> |
Returns x * y element-wise, working on quantized buffers.
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Real<U extends Number> |
Returns the real part of a complex number.
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RealDiv<T> |
Returns x / y element-wise for real types.
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Reciprocal<T> |
Computes the reciprocal of x element-wise.
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ReciprocalGrad<T> |
Computes the gradient for the inverse of `x` wrt its input.
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Rint<T extends Number> |
Returns element-wise integer closest to x.
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Round<T> |
Rounds the values of a tensor to the nearest integer, element-wise.
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Rsqrt<T> |
Computes reciprocal of square root of x element-wise.
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RsqrtGrad<T> |
Computes the gradient for the rsqrt of `x` wrt its input.
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SegmentMax<T extends Number> |
Computes the maximum along segments of a tensor.
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SegmentMean<T> |
Computes the mean along segments of a tensor.
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SegmentMin<T extends Number> |
Computes the minimum along segments of a tensor.
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SegmentProd<T> |
Computes the product along segments of a tensor.
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SegmentSum<T> |
Computes the sum along segments of a tensor.
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Sigmoid<T> |
Computes sigmoid of `x` element-wise.
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SigmoidGrad<T> |
Computes the gradient of the sigmoid of `x` wrt its input.
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Sign<T> |
Returns an element-wise indication of the sign of a number.
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Sin<T> |
Computes sine of x element-wise.
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Sinh<T> |
Computes hyperbolic sine of x element-wise.
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Softplus<T extends Number> |
Computes softplus: `log(exp(features) + 1)`.
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SoftplusGrad<T extends Number> |
Computes softplus gradients for a softplus operation.
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Sqrt<T> |
Computes square root of x element-wise.
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SqrtGrad<T> |
Computes the gradient for the sqrt of `x` wrt its input.
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Square<T> |
Computes square of x element-wise.
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SquaredDifference<T> |
Returns (x - y)(x - y) element-wise.
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Sub<T> |
Returns x - y element-wise.
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Tan<T> |
Computes tan of x element-wise.
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Tanh<T> |
Computes hyperbolic tangent of `x` element-wise.
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TanhGrad<T> |
Computes the gradient for the tanh of `x` wrt its input.
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TruncateDiv<T> |
Returns x / y element-wise for integer types.
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TruncateMod<T extends Number> |
Returns element-wise remainder of division.
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UnsortedSegmentMax<T extends Number> |
Computes the maximum along segments of a tensor.
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UnsortedSegmentMin<T extends Number> |
Computes the minimum along segments of a tensor.
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UnsortedSegmentProd<T> |
Computes the product along segments of a tensor.
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UnsortedSegmentSum<T> |
Computes the sum along segments of a tensor.
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Xdivy<T> |
Returns 0 if x == 0, and x / y otherwise, elementwise.
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Xlogy<T> |
Returns 0 if x == 0, and x * log(y) otherwise, elementwise.
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Zeta<T extends Number> |
Compute the Hurwitz zeta function \\(\zeta(x, q)\\).
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