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C API for MLX

Home Page: https://ml-explore.github.io/mlx-c

License: MIT License

C++ 55.34% C 30.93% Python 11.28% CMake 2.46%

mlx

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nha-sh shirhatti chiumichael cosnicolaou astrotuna201 minghuaw dhiltgen sanjaykrishnaanh oxideai peterhj

mlx-c's Issues

missed function

While going back and catching older mlx functions that got missed while building, I ran across

array tensordot(
    const array& a,
    const array& b,
    const std::pair<std::vector<int>, std::vector<int>>& dims,
    StreamOrDevice s /* = {} */

The unusual signature isn't in mlx-c (the normal one with a single int is present).

mlx_compile does not work in C

Here is reproduce code snippet:

#include <stdio.h>
#include <stdlib.h>

#include "mlx/c/mlx.h"

mlx_array inc_fun(mlx_array in) {
  mlx_array y = mlx_array_from_float(1.0);
  mlx_array res = mlx_add(in, y, MLX_GPU_STREAM);
  mlx_free(y);
  return res;
}

int main() {
  mlx_closure cls = mlx_closure_new_unary(inc_fun);

  // jvp
  {
    mlx_enable_compile();
    printf("start compile:\n");
    mlx_compile(cls, true);
    printf("end compile:\n");
  }

    return 0;
}

result:
libc++abi: terminating due to uncaught exception of type std::invalid_argument: [compile] Cannot compile a non-addressable function.

this is where it throws exception

Exception in libc++api

I'm working on some bindings that make use of mlx-c but I'm finding that if I run tests that create arrays right after having previously ran tests i'm getting an error:

libc++abi: terminating due to uncaught exception of type std::__1::system_error: condition_variable wait failed: Invalid argument

My guess is some kind of threadpool issue, is there a way to specify limits? Could this be an error in mlx-c?

please expose buffer cache controls

Specifically:

https://github.com/ml-explore/mlx/pull/390/files#diff-2af536d53a1f373bb55d5874fce6a65d02749359df0d4402cbc3129d457ab3d0

bool cache_enabled(void);
void set_cache_enabled(bool enabled);

This is useful in controlling memory use in resource constrained environments.

missing functions from ops.h

I noticed that these are missing from ops.h:

/**
 * Extract the number of elements along some axes as a scalar array. Used to
 * allow shape dependent shapeless compilation (pun intended).
 */
array number_of_elements(
    const array& a,
    std::vector<int> axes,
    bool inverted,
    Dtype dtype = int32,
    StreamOrDevice s = {});

/** Bitwise and. */
array bitwise_and(const array& a, const array& b, StreamOrDevice s = {});
array operator&(const array& a, const array& b);

/** Bitwise inclusive or. */
array bitwise_or(const array& a, const array& b, StreamOrDevice s = {});
array operator|(const array& a, const array& b);

/** Bitwise exclusive or. */
array bitwise_xor(const array& a, const array& b, StreamOrDevice s = {});
array operator^(const array& a, const array& b);

/** Shift bits to the left. */
array left_shift(const array& a, const array& b, StreamOrDevice s = {});
array operator<<(const array& a, const array& b);

/** Shift bits to the right. */
array right_shift(const array& a, const array& b, StreamOrDevice s = {});
array operator>>(const array& a, const array& b);

I am not sure about number_of_elements() but the bitwise and arithmetic shift functions should be added.

Planned release cadence?

What is the planned release cadence for mlx-c? Will mlx-c follow the weekly release cadence of mlx?

ml-explore / mlx-c Goto Github PK

mlx-c's People

Contributors

Stargazers

Watchers

Forkers

mlx-c's Issues

missed function

mlx_compile does not work in C

Exception in libc++api

please expose buffer cache controls

missing functions from ops.h

Planned release cadence?

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