MLX Numeric Limits (types/limits.h)

C++ header providing numeric limits for floating-point types, including specialized half-precision support for MLX. Use for hardware-accelerated math operations.

// Source: https://github.com/kellyvv/PhoneClaw | License: Apache-2.0 | Copyright You must retain, in the Source form of any Derivative Works
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// Copyright © 2024 Apple Inc.
#pragma once

#include <limits>
#include "mlx/types/half_types.h"

namespace mlx::core {

template <typename T>
struct numeric_limits;

template <>
struct numeric_limits<float> : public std::numeric_limits<float> {};

template <>
struct numeric_limits<double> : public std::numeric_limits<double> {};

template <>
struct numeric_limits<float16_t> {
 private:
  union half_or_bits {
    uint16_t bits;
    float16_t value;
  };
  constexpr static float16_t bits_to_half(uint16_t v) {
    return half_or_bits{v}.value;
  }

 public:
  constexpr static float16_t lo

... (truncated -- full source via MCP)