ClikaRT::ops::hardtanh

function

hardtanh()

Tensor hardtanh(
    Tensor x,
    double min_val = -1.0,
    double max_val = 1.0
)

Clamps every element to [min_val, max_val].

$$\mathrm{hardtanh}(x) = \mathrm{clamp}(x,\; \mathrm{min\_val},\; \mathrm{max\_val})$$

Parameters

• x: the input tensor.
• min_val: the lower bound. Default -1.0.
• max_val: the upper bound. Default 1.0.

Throws

• ClikaRT::Error: when the input's dtype is not served for this operation (the machine-readable reason rides code_name()).

Returns: a new tensor, same shape and dtype as x.

auto y = ClikaRT::ops::hardtanh(x, 0.0, 6.0);  // == relu6

Declared in ClikaRT/compute/ops.h, line 869