mirror of
https://github.com/ml-explore/mlx.git
synced 2025-12-16 01:49:05 +08:00
@@ -1,6 +1,8 @@
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// Copyright © 2025 Apple Inc.
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#include "mlx/backend/cuda/device/cucomplex_math.cuh"
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#include "mlx/backend/cuda/device/fp16_math.cuh"
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#include "mlx/backend/cuda/device/utils.cuh"
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#include <cuComplex.h>
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#include <cuda/std/array>
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@@ -122,6 +124,26 @@ struct LogAddExp {
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? maxval
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: T(float(maxval) + log1p(expf(minval - maxval)));
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};
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__device__ cuComplex operator()(cuComplex x, cuComplex y) {
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if (isnan(cuCrealf(x)) || isnan(cuCimagf(x)) || isnan(cuCrealf(y)) ||
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isnan(cuCimagf(y))) {
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return {
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cuda::std::numeric_limits<float>::quiet_NaN(),
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cuda::std::numeric_limits<float>::quiet_NaN()};
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}
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constexpr float inf = cuda::std::numeric_limits<float>::infinity();
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auto maxval = x > y ? x : y;
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auto minval = x < y ? x : y;
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if (cuCrealf(minval) == -inf || cuCrealf(maxval) == inf)
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return maxval;
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float m = exp(cuCrealf(minval) - cuCrealf(maxval));
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cuComplex dexp{
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m * cos(cuCimagf(minval) - cuCimagf(maxval)),
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m * sin(cuCimagf(minval) - cuCimagf(maxval)),
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};
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return maxval + log1p(dexp);
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}
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};
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struct Maximum {
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