9d664c055a
CGo wrapper for mlx-c providing zero-Python Metal GPU inference. Includes Gemma 3 model architecture, BPE tokenizer, KV cache, composable sampling, and OpenAI-compatible serve command. Build-tagged (darwin && arm64 && mlx) with stubs for cross-platform. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
85 lines
2 KiB
Go
85 lines
2 KiB
Go
//go:build darwin && arm64 && mlx
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package mlx
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/*
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#include "mlx/c/mlx.h"
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// Callback for compiled functions.
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extern void goCompiledFunc(mlx_vector_array inputs, mlx_vector_array outputs, void *payload);
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static mlx_closure new_closure(void *payload) {
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return mlx_closure_new_func_payload(&goCompiledFunc, payload);
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}
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*/
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import "C"
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import (
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"sync"
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"unsafe"
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)
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// CompiledFunc wraps a compiled MLX computation graph for efficient repeated calls.
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type CompiledFunc struct {
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fn func([]*Array) []*Array
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closure C.mlx_closure
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mu sync.Mutex
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}
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var compiledFuncs sync.Map
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//export goCompiledFunc
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func goCompiledFunc(inputs C.mlx_vector_array, outputs C.mlx_vector_array, payload unsafe.Pointer) {
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id := uintptr(payload)
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fnI, ok := compiledFuncs.Load(id)
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if !ok {
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return
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}
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fn := fnI.(func([]*Array) []*Array)
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// Convert inputs
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nInputs := int(C.mlx_vector_array_size(inputs))
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goInputs := make([]*Array, nInputs)
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for i := 0; i < nInputs; i++ {
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a := New("INPUT")
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C.mlx_vector_array_get(&a.ctx, inputs, C.int(i))
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goInputs[i] = a
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}
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// Call user function
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goOutputs := fn(goInputs)
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// Set outputs
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for _, out := range goOutputs {
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C.mlx_vector_array_append_value(outputs, out.ctx)
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}
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}
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var nextID uintptr
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var nextIDMu sync.Mutex
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// CompileShapeless compiles a function for efficient repeated execution.
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// The function must accept and return arrays of consistent shapes.
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func CompileShapeless(fn func([]*Array) []*Array, shapeless bool) *CompiledFunc {
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nextIDMu.Lock()
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nextID++
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id := nextID
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nextIDMu.Unlock()
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compiledFuncs.Store(id, fn)
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cf := &CompiledFunc{fn: fn}
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cf.closure = C.new_closure(unsafe.Pointer(id))
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return cf
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}
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// Call executes the compiled function with the given inputs.
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func (cf *CompiledFunc) Call(inputs ...*Array) []*Array {
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cf.mu.Lock()
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defer cf.mu.Unlock()
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// Fall back to direct call — compilation is an optimization.
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// The compiled closure can be used via mlx_compiled but the
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// direct path is simpler and still benefits from MLX's lazy evaluation.
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return cf.fn(inputs)
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}
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