Classes
Abs<T extends TNumber> | Computes the absolute value of a tensor. |
AccumulateN<T extends TType> | Returns the element-wise sum of a list of tensors. |
Acos<T extends TType> | Computes acos of x element-wise. |
Acosh<T extends TType> | Computes inverse hyperbolic cosine of x element-wise. |
Add<T extends TType> | Returns x + y element-wise. |
AddN<T extends TType> | Add all input tensors element wise. |
Angle<U extends TNumber> | Returns the argument of a complex number. |
ApproximateEqual | Returns the truth value of abs(x-y) < tolerance element-wise. |
ApproximateEqual.Options | Optional attributes for ApproximateEqual
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ArgMax<V extends TNumber> | Returns the index with the largest value across dimensions of a tensor. |
ArgMin<V extends TNumber> | Returns the index with the smallest value across dimensions of a tensor. |
Asin<T extends TType> | Computes the trignometric inverse sine of x element-wise. |
Asinh<T extends TType> | Computes inverse hyperbolic sine of x element-wise. |
Atan<T extends TType> | Computes the trignometric inverse tangent of x element-wise. |
Atan2<T extends TNumber> | Computes arctangent of `y/x` element-wise, respecting signs of the arguments. |
Atanh<T extends TType> | Computes inverse hyperbolic tangent of x element-wise. |
BesselI0<T extends TNumber> | |
BesselI0e<T extends TNumber> | |
BesselI1<T extends TNumber> | |
BesselI1e<T extends TNumber> | |
Betainc<T extends TNumber> | Compute the regularized incomplete beta integral \\(I_x(a, b)\\). |
Bincount<T extends TNumber> | Counts the number of occurrences of each value in an integer array. |
Ceil<T extends TNumber> | Returns element-wise smallest integer not less than x. |
CompareAndBitpack | Compare values of `input` to `threshold` and pack resulting bits into a `uint8`. |
ComplexAbs<U extends TNumber> | Computes the complex absolute value of a tensor. |
Conj<T extends TType> | Returns the complex conjugate of a complex number. |
Cos<T extends TType> | Computes cos of x element-wise. |
Cosh<T extends TType> | Computes hyperbolic cosine of x element-wise. |
Cumprod<T extends TType> | Compute the cumulative product of the tensor `x` along `axis`. |
Cumprod.Options | Optional attributes for Cumprod
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Cumsum<T extends TType> | Compute the cumulative sum of the tensor `x` along `axis`. |
Cumsum.Options | Optional attributes for Cumsum
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CumulativeLogsumexp<T extends TNumber> | Compute the cumulative product of the tensor `x` along `axis`. |
CumulativeLogsumexp.Options | Optional attributes for CumulativeLogsumexp
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DenseBincount<U extends TNumber> | Counts the number of occurrences of each value in an integer array. |
DenseBincount.Options | Optional attributes for DenseBincount
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Digamma<T extends TNumber> | Computes Psi, the derivative of Lgamma (the log of the absolute value of
`Gamma(x)`), element-wise. |
Div<T extends TType> | Returns x / y element-wise. |
DivNoNan<T extends TType> | Returns 0 if the denominator is zero. |
Equal | Returns the truth value of (x == y) element-wise. |
Equal.Options | Optional attributes for Equal
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Erf<T extends TNumber> | Computes the Gauss error function of `x` element-wise. |
Erfc<T extends TNumber> | Computes the complementary error function of `x` element-wise. |
erfinv<T extends TNumber> | |
Exp<T extends TType> | Computes exponential of x element-wise. |
Expm1<T extends TType> | Computes `exp(x) - 1` element-wise. |
Fact | Output a fact about factorials. |
Floor<T extends TNumber> | Returns element-wise largest integer not greater than x. |
FloorDiv<T extends TType> | Returns x // y element-wise. |
FloorMod<T extends TNumber> | Returns element-wise remainder of division. |
Greater | Returns the truth value of (x > y) element-wise. |
GreaterEqual | Returns the truth value of (x >= y) element-wise. |
Igamma<T extends TNumber> | Compute the lower regularized incomplete Gamma function `P(a, x)`. |
Igammac<T extends TNumber> | Compute the upper regularized incomplete Gamma function `Q(a, x)`. |
IgammaGradA<T extends TNumber> | Computes the gradient of `igamma(a, x)` wrt `a`. |
Imag<U extends TNumber> | Returns the imaginary part of a complex number. |
InvertPermutation<T extends TNumber> | Computes the inverse permutation of a tensor. |
IsFinite | Returns which elements of x are finite. |
IsInf | Returns which elements of x are Inf. |
IsNan | Returns which elements of x are NaN. |
Less | Returns the truth value of (x < y) element-wise. |
LessEqual | Returns the truth value of (x <= y) element-wise. |
Lgamma<T extends TNumber> | Computes the log of the absolute value of `Gamma(x)` element-wise. |
Log<T extends TType> | Computes natural logarithm of x element-wise. |
Log1p<T extends TType> | Computes natural logarithm of (1 + x) element-wise. |
LogicalAnd | Returns the truth value of x AND y element-wise. |
LogicalNot | Returns the truth value of `NOT x` element-wise. |
LogicalOr | Returns the truth value of x OR y element-wise. |
Maximum<T extends TNumber> | Returns the max of x and y (i.e. |
Mean<T extends TType> | Computes the mean of elements across dimensions of a tensor. |
Mean.Options | Optional attributes for Mean
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Minimum<T extends TNumber> | Returns the min of x and y (i.e. |
Mod<T extends TNumber> | Returns element-wise remainder of division. |
Mul<T extends TType> | Returns x * y element-wise. |
MulNoNan<T extends TType> | Returns x * y element-wise. |
Ndtri<T extends TNumber> | |
Neg<T extends TType> | Computes numerical negative value element-wise. |
NextAfter<T extends TNumber> | Returns the next representable value of `x1` in the direction of `x2`, element-wise. |
NotEqual | Returns the truth value of (x != y) element-wise. |
NotEqual.Options | Optional attributes for NotEqual
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Polygamma<T extends TNumber> | Compute the polygamma function \\(\psi^{(n)}(x)\\). |
PopulationCount | Computes element-wise population count (a.k.a. |
Pow<T extends TType> | Computes the power of one value to another. |
QuantizedAdd<V extends TType> | Returns x + y element-wise, working on quantized buffers. |
QuantizedMul<V extends TType> | Returns x * y element-wise, working on quantized buffers. |
Real<U extends TNumber> | Returns the real part of a complex number. |
RealDiv<T extends TType> | Returns x / y element-wise for real types. |
Reciprocal<T extends TType> | Computes the reciprocal of x element-wise. |
ReciprocalGrad<T extends TType> | Computes the gradient for the inverse of `x` wrt its input. |
RequantizationRangePerChannel | Computes requantization range per channel. |
RequantizePerChannel<U extends TType> | Requantizes input with min and max values known per channel. |
Rint<T extends TNumber> | Returns element-wise integer closest to x. |
Round<T extends TType> | Rounds the values of a tensor to the nearest integer, element-wise. |
Rsqrt<T extends TType> | Computes reciprocal of square root of x element-wise. |
RsqrtGrad<T extends TType> | Computes the gradient for the rsqrt of `x` wrt its input. |
SegmentMax<T extends TNumber> | Computes the maximum along segments of a tensor. |
SegmentMean<T extends TType> | Computes the mean along segments of a tensor. |
SegmentMin<T extends TNumber> | Computes the minimum along segments of a tensor. |
SegmentProd<T extends TType> | Computes the product along segments of a tensor. |
SegmentSum<T extends TType> | Computes the sum along segments of a tensor. |
Sigmoid<T extends TType> | Computes sigmoid of `x` element-wise. |
SigmoidGrad<T extends TType> | Computes the gradient of the sigmoid of `x` wrt its input. |
Sign<T extends TType> | Returns an element-wise indication of the sign of a number. |
Sin<T extends TType> | Computes sine of x element-wise. |
Sinh<T extends TType> | Computes hyperbolic sine of x element-wise. |
SobolSample<T extends TNumber> | Generates points from the Sobol sequence. |
Softplus<T extends TNumber> | Computes softplus: `log(exp(features) + 1)`. |
SoftplusGrad<T extends TNumber> | Computes softplus gradients for a softplus operation. |
Sqrt<T extends TType> | Computes square root of x element-wise. |
SqrtGrad<T extends TType> | Computes the gradient for the sqrt of `x` wrt its input. |
Square<T extends TType> | Computes square of x element-wise. |
SquaredDifference<T extends TType> | Returns conj(x - y)(x - y) element-wise. |
Sub<T extends TType> | Returns x - y element-wise. |
Tan<T extends TType> | Computes tan of x element-wise. |
Tanh<T extends TType> | Computes hyperbolic tangent of `x` element-wise. |
TanhGrad<T extends TType> | Computes the gradient for the tanh of `x` wrt its input. |
TruncateDiv<T extends TType> | Returns x / y element-wise for integer types. |
TruncateMod<T extends TNumber> | Returns element-wise remainder of division. |
UnsortedSegmentMax<T extends TNumber> | Computes the maximum along segments of a tensor. |
UnsortedSegmentMin<T extends TNumber> | Computes the minimum along segments of a tensor. |
UnsortedSegmentProd<T extends TType> | Computes the product along segments of a tensor. |
UnsortedSegmentSum<T extends TType> | Computes the sum along segments of a tensor. |
Xdivy<T extends TType> | Returns 0 if x == 0, and x / y otherwise, elementwise. |
Xlog1py<T extends TType> | Returns 0 if x == 0, and x * log1p(y) otherwise, elementwise. |
Xlogy<T extends TType> | Returns 0 if x == 0, and x * log(y) otherwise, elementwise. |
Zeta<T extends TNumber> | Compute the Hurwitz zeta function \\(\zeta(x, q)\\). |