Elementwise Operators¶

Unary Operations (30+)¶

Math functions applied element-by-element:

Op	Description
`AbsOp`	Absolute value
`NegOp`	Negation
`ExpOp` / `Exp2Op` / `Expm1Op`	Exponential variants
`LogOp` / `Log2Op` / `Log10Op` / `Log1pOp`	Logarithm variants
`SqrtOp` / `RsqrtOp`	Square root / reciprocal square root
`SinOp` / `CosOp` / `TanOp`	Trigonometric
`SinhOp` / `CoshOp` / `TanhOp`	Hyperbolic
`AsinOp` / `AcosOp` / `AtanOp`	Inverse trigonometric
`SigmoidOp`	Sigmoid activation
`ReluOp` / `GeluOp` / `SiluOp`	Activation functions
`ClampOp`	Value clamping
`CeilOp` / `FloorOp` / `RoundOp` / `TruncOp`	Rounding
`BitwiseNotOp`	Bitwise NOT
`ReciprocalOp`	1/x
`ErfOp` / `ErfcOp` / `ErfinvOp`	Error function variants
`SignOp` / `SgnOp`	Sign functions

from tileops.ops import GeluOp

op = GeluOp(dtype=torch.float16)
output = op.forward(x)

Fused gated activation: combines a binary operation with an elementwise activation in a single kernel launch (e.g., SwiGLU = x * silu(gate)).