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Diffstat (limited to 'candle-core/src/tensor.rs')
-rw-r--r-- | candle-core/src/tensor.rs | 12 |
1 files changed, 11 insertions, 1 deletions
diff --git a/candle-core/src/tensor.rs b/candle-core/src/tensor.rs index 54f9fa2b..3100c6e8 100644 --- a/candle-core/src/tensor.rs +++ b/candle-core/src/tensor.rs @@ -2578,11 +2578,21 @@ impl Tensor { } /// Returns log(sum(exp(tensor), dim)). - pub fn logsumexp<D: Dims>(&self, sum_dims: D) -> Result<Self> { + pub fn log_sum_exp<D: Dims>(&self, sum_dims: D) -> Result<Self> { let exp = self.exp()?; let sum = exp.sum(sum_dims)?; sum.log() } + + /// Pointwise pow operation. + pub fn pow(&self, rhs: &Tensor) -> Result<Self> { + rhs.mul(&self.log()?)?.exp() + } + + /// Broadcasting version of `pow`. + pub fn broadcast_pow(&self, rhs: &Tensor) -> Result<Self> { + rhs.broadcast_mul(&self.log()?)?.exp() + } } macro_rules! bin_trait { |