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https://github.com/ml-explore/mlx.git
synced 2025-07-21 08:41:13 +08:00
Add missing && when forwarding args (#925)
Without the && args would be copied and perfect forwarding won't work.
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@ -24,7 +24,7 @@
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<< std::endl;
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template <typename F, typename... Args>
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double time_fn(F fn, Args... args) {
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double time_fn(F fn, Args&&... args) {
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// warmup
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for (int i = 0; i < 5; ++i) {
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eval(fn(std::forward<Args>(args)...));
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@ -272,7 +272,7 @@ inline void copy_general_general(const array& src, array& dst) {
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}
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template <typename SrcT, typename DstT, typename... Args>
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void copy(const array& src, array& dst, CopyType ctype, Args... args) {
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void copy(const array& src, array& dst, CopyType ctype, Args&&... args) {
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switch (ctype) {
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case CopyType::Scalar:
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copy_single<SrcT, DstT>(src, dst);
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@ -281,54 +281,54 @@ void copy(const array& src, array& dst, CopyType ctype, Args... args) {
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copy_vector<SrcT, DstT>(src, dst);
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return;
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case CopyType::General:
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copy_general<SrcT, DstT>(src, dst, args...);
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copy_general<SrcT, DstT>(src, dst, std::forward<Args>(args)...);
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return;
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case CopyType::GeneralGeneral:
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copy_general_general<SrcT, DstT>(src, dst, args...);
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copy_general_general<SrcT, DstT>(src, dst, std::forward<Args>(args)...);
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}
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}
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template <typename SrcT, typename... Args>
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void copy(const array& src, array& dst, CopyType ctype, Args... args) {
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void copy(const array& src, array& dst, CopyType ctype, Args&&... args) {
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switch (dst.dtype()) {
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case bool_:
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copy<SrcT, bool>(src, dst, ctype, args...);
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copy<SrcT, bool>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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case uint8:
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copy<SrcT, uint8_t>(src, dst, ctype, args...);
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copy<SrcT, uint8_t>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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case uint16:
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copy<SrcT, uint16_t>(src, dst, ctype, args...);
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copy<SrcT, uint16_t>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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case uint32:
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copy<SrcT, uint32_t>(src, dst, ctype, args...);
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copy<SrcT, uint32_t>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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case uint64:
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copy<SrcT, uint64_t>(src, dst, ctype, args...);
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copy<SrcT, uint64_t>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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case int8:
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copy<SrcT, int8_t>(src, dst, ctype, args...);
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copy<SrcT, int8_t>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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case int16:
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copy<SrcT, int16_t>(src, dst, ctype, args...);
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copy<SrcT, int16_t>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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case int32:
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copy<SrcT, int32_t>(src, dst, ctype, args...);
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copy<SrcT, int32_t>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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case int64:
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copy<SrcT, int64_t>(src, dst, ctype, args...);
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copy<SrcT, int64_t>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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case float16:
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copy<SrcT, float16_t>(src, dst, ctype, args...);
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copy<SrcT, float16_t>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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case float32:
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copy<SrcT, float>(src, dst, ctype, args...);
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copy<SrcT, float>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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case bfloat16:
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copy<SrcT, bfloat16_t>(src, dst, ctype, args...);
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copy<SrcT, bfloat16_t>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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case complex64:
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copy<SrcT, complex64_t>(src, dst, ctype, args...);
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copy<SrcT, complex64_t>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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}
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}
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@ -338,46 +338,46 @@ inline void copy_inplace_dispatch(
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const array& src,
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array& dst,
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CopyType ctype,
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Args... args) {
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Args&&... args) {
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switch (src.dtype()) {
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case bool_:
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copy<bool>(src, dst, ctype, args...);
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copy<bool>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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case uint8:
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copy<uint8_t>(src, dst, ctype, args...);
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copy<uint8_t>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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case uint16:
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copy<uint16_t>(src, dst, ctype, args...);
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copy<uint16_t>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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case uint32:
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copy<uint32_t>(src, dst, ctype, args...);
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copy<uint32_t>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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case uint64:
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copy<uint64_t>(src, dst, ctype, args...);
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copy<uint64_t>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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case int8:
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copy<int8_t>(src, dst, ctype, args...);
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copy<int8_t>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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case int16:
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copy<int16_t>(src, dst, ctype, args...);
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copy<int16_t>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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case int32:
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copy<int32_t>(src, dst, ctype, args...);
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copy<int32_t>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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case int64:
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copy<int64_t>(src, dst, ctype, args...);
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copy<int64_t>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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case float16:
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copy<float16_t>(src, dst, ctype, args...);
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copy<float16_t>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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case float32:
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copy<float>(src, dst, ctype, args...);
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copy<float>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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case bfloat16:
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copy<bfloat16_t>(src, dst, ctype, args...);
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copy<bfloat16_t>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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case complex64:
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copy<complex64_t>(src, dst, ctype, args...);
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copy<complex64_t>(src, dst, ctype, std::forward<Args>(args)...);
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break;
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}
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}
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