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https://github.com/ml-explore/mlx.git
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8fa6b322b9
* fix tests for linux * make a move on compile * basic compile scaffold works * compile binding * clean * fix * fix grad, more tests * basic python tests * fix segfault on python exit * compile works with python closures * fix test * fix python globals bug, and erase * simplify * more cpp tests * bug fix with move function and compile at exit * simplify inputs also * enable and disable compiler * remove simplify * simplify tests use compile now * fix multi-output with compile * clear output tree from cache when function goes out of scope * ../python/src/transforms.cpp * remove closure capture * comments
46 lines
1.2 KiB
C++
46 lines
1.2 KiB
C++
// Copyright © 2023-2024 Apple Inc.
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namespace mlx::core::detail {
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std::pair<std::vector<array>, std::vector<array>> vmap_trace(
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const std::function<std::vector<array>(const std::vector<array>&)>& fun,
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const std::vector<array>& inputs,
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const std::vector<int>& in_axes);
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std::vector<array> vmap_replace(
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const std::vector<array>& inputs,
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const std::vector<array>& s_inputs,
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const std::vector<array>& s_outputs,
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const std::vector<int>& in_axes,
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const std::vector<int>& out_axes);
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// This is not part of the general C++ API as calling with a bad id is a bad
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// idea.
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std::function<std::vector<array>(const std::vector<array>&)> compile(
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const std::function<std::vector<array>(const std::vector<array>&)>& fun,
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size_t fun_id);
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// Erase cached compile functions
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void compile_erase(size_t fun_id);
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// Create an InTracing object during tracing operations to signify to the rest
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// of the codebase that we are during tracing so evals should not throw away
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// the graph.
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struct InTracing {
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InTracing() {
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tracing_counter++;
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}
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~InTracing() {
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tracing_counter--;
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}
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static bool in_tracing() {
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return tracing_counter > 0;
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}
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private:
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static int tracing_counter;
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};
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} // namespace mlx::core::detail
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