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809 lines
39 KiB
809 lines
39 KiB
#pragma once
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#include <ATen/core/DeprecatedTypeProperties.h>
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#include <c10/macros/Macros.h>
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#include <c10/util/Exception.h>
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#include <c10/util/Half.h>
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#include <c10/util/Metaprogramming.h>
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#include <c10/util/complex.h>
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#include <c10/util/string_view.h>
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#ifdef __CUDACC__
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#include <cuda.h> // For CUDA_VERSION
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#endif
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#ifdef TEMPLATE_SELECTIVE_BUILD
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#include <ATen/selected_mobile_ops.h>
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#else
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namespace at {
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/**
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* The method should_include_kernel_dtype() returns true/false
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* based on whether the switching code for a specific dtype should be
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* included based on build time constants generated from tracing model
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* execution. This method will be implmeneted via code-generation and
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* included in this file when code-gen is ready.
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*/
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inline constexpr bool should_include_kernel_dtype(
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const char* /*kernel_tag_str*/,
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at::ScalarType /*scalar_type*/
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) {
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return true;
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}
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} // namespace at
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#endif
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/**
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* In the Facebook internal build (using BUCK), this macro is enabled by
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* passing in -c pt.enable_record_kernel_dtype=1 when building the tracer
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* binary.
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*/
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#if defined ENABLE_RECORD_KERNEL_FUNCTION_DTYPE
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namespace at {
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namespace detail {
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TORCH_API void record_kernel_function_dtype(std::string name);
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}
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} // namespace at
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#define RECORD_KERNEL_FUNCTION_DTYPE(NAME, enum_type) \
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at::detail::record_kernel_function_dtype( \
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std::string(NAME) + "$" + toString(enum_type));
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#else
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#define RECORD_KERNEL_FUNCTION_DTYPE(NAME, enum_type)
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#endif
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#define AT_PRIVATE_CHECK_SELECTIVE_BUILD(enum_type) \
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do { \
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if constexpr (!at::should_include_kernel_dtype( \
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at_dispatch_name, enum_type)) { \
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AT_ERROR( \
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"dtype '", \
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toString(enum_type), \
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"' not selected for kernel tag ", \
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at_dispatch_name); \
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} \
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} while (0)
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#define AT_PRIVATE_CASE_TYPE_USING_HINT(enum_type, HINT, ...) \
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case enum_type: { \
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AT_PRIVATE_CHECK_SELECTIVE_BUILD(enum_type); \
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using HINT C10_UNUSED = c10::impl::ScalarTypeToCPPTypeT<enum_type>; \
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return __VA_ARGS__(); \
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}
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#define AT_DISPATCH_CASE(enum_type, ...) \
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AT_PRIVATE_CASE_TYPE_USING_HINT(enum_type, scalar_t, __VA_ARGS__)
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#define AT_DISPATCH_CASE_QINT(enum_type, scalar_type, ...) \
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case enum_type: { \
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AT_PRIVATE_CHECK_SELECTIVE_BUILD(enum_type); \
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using scalar_t = scalar_type; \
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using underlying_t C10_UNUSED = typename scalar_t::underlying; \
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const auto& SCALAR_TYPE C10_UNUSED = enum_type; \
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const auto& UNDERLYING_TYPE C10_UNUSED = toUnderlying(enum_type); \
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return __VA_ARGS__(); \
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}
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#define AT_QINT_SUB_BYTE_PRIVATE_CASE_TYPE( \
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enum_type, scalar_type, bitwidth, qmin, qmax, ...) \
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case enum_type: { \
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AT_PRIVATE_CHECK_SELECTIVE_BUILD(enum_type); \
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using scalar_t = scalar_type; \
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using underlying_t C10_UNUSED = typename scalar_t::underlying; \
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const auto& SCALAR_TYPE C10_UNUSED = enum_type; \
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const auto& UNDERLYING_TYPE C10_UNUSED = toUnderlying(enum_type); \
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C10_UNUSED int bit_width = bitwidth; \
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C10_UNUSED int64_t quant_min = qmin; \
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C10_UNUSED int64_t quant_max = qmax; \
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return __VA_ARGS__(); \
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}
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namespace detail {
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inline at::ScalarType scalar_type(at::ScalarType s) {
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return s;
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}
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C10_DEPRECATED_MESSAGE(
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"passing at::DeprecatedTypeProperties to an AT_DISPATCH macro is deprecated, "
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"pass an at::ScalarType instead")
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inline at::ScalarType scalar_type(const at::DeprecatedTypeProperties& t) {
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return t.scalarType();
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}
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C10_DEPRECATED_MESSAGE(
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"AT_DISPATCH_ALL_TYPES_AND_HALF is deprecated, "
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"use AT_DISPATCH_ALL_TYPES_AND(at::ScalarType::Half, ...) instead")
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inline void deprecated_AT_DISPATCH_ALL_TYPES_AND_HALF() {}
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C10_DEPRECATED_MESSAGE(
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"AT_DISPATCH_ALL_TYPES_AND_HALF_AND_COMPLEX is deprecated, "
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"use AT_DISPATCH_ALL_TYPES_AND_COMPLEX_AND(at::ScalarType::Half, ...) "
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"instead")
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inline void deprecated_AT_DISPATCH_ALL_TYPES_AND_HALF_AND_COMPLEX() {}
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} // namespace detail
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// The AT_DISPATCH_* family of macros provides the ability to
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// conveniently generate specializations of a kernel over all of the
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// dtypes we care about in PyTorch. We call it "dispatch" because
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// we are "dispatching" to the correct, dtype-specific kernel.
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//
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// A standard usage looks like:
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//
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// AT_DISPATCH_ALL_TYPES(self.scalar_type(), "op_name", [&] {
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// // Your code here, with 'scalar_t' now defined to
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// // be the dtype in question
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// });
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//
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// There are many variations of this macro, so it's important to
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// understand exactly /which/ dtypes you want to get instantiated, as
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// well as what the "default" set is.
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//
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// The default set of dtypes that are instantiated (e.g., by
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// AT_DISPATCH_ALL_TYPES) are floating point types (float, double),
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// and integral types (int32_t, int64_t, int16_t, int8_t, uint8_t),
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// but NOT booleans (bool), half-precision floats (Half) or
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// complex number (c10::complex<float>, c10::complex<double>).
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// This "cut" is somewhat historical (the default types are the
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// ones that TH historically supported), but it also reflects the
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// fact that the non-default types are "poorly" behaved (booleans
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// are NOT integers mod 2, half precision operations ~essentially
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// don't exist on CPU, complex numbers are an experimental application).
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//
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// Here are the questions you should generally ask to decide which
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// dispatch you want:
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//
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// 1. Is this an integral or floating point specific operation?
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// (If so, you'll want one of the FLOATING or INTEGRAL macros.)
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//
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// 2. Should half be supported? (If you're on CPU, the answer is almost
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// definitely no. If you do want support, use one of the AND_HALF
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// macros)
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//
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// Much rarer situations:
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//
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// 3. Should bool be supported? (You often have to write your kernel
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// differently if arithmetic operations are involved.) If so,
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// Use AT_DISPATCH_ALL_TYPES_AND along with ScalarType::Bool
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//
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// 4. Should complex be supported? The answer is almost always no,
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// unless you are working on "generic" code that should work on
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// all dtypes.
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//
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// Parameters:
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// -----------
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//
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// 1. The NAME argument is a "tag" that is used to trace and then
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// conditionally compile fragments of the case statements such
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// that the kernel functions are specialized only for the dtypes
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// that are needed. The NAME parameter *must* be a build time
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// const char* (can't be std::string, etc...)
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//
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// Please ensure that the NAME is unique for every implementation
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// or you run the risk of over-including code for the kernel
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// functions. There is no risk of missing out on any code, so
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// it's mostly a risk of a Type-2 error, and not a Type-1 error.
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//
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// Switch-like syntax:
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// -------------------
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// There is also a switch-case like syntax which is useful if a kernel
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// needs to be specialized for particular scalar types
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//
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// AT_DISPATCH_SWITCH(self.scalar_type(), "op_name",
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// AT_DISPATCH_CASE_INTEGRAL_TYPES([&] {
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// op_integral<scalar_t>(iter);
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// })
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// AT_DISPATCH_CASE_FLOATING_TYPES([&] {
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// op_floating<scalar_t>(iter);
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// })
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// AT_DISPATCH_CASE(kBool, [&] {
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// op_bool(iter);
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// })
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// );
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//
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// For each AT_DISPATCH_FOO macro, there is a corresponding
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// AT_DISPATCH_CASE_FOO macro which can be used inside of an
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// AT_DISPATCH_SWITCH block.
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// NB: the the_type variable is not used, but we have kept it for
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// backwards compatibility. It's probably not used by anyone though;
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// but we're just being safe (and it doesn't hurt.) Note we must
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// use it to shut up warnings about unused store.
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#define AT_DISPATCH_SWITCH(TYPE, NAME, ...) \
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[&] { \
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const auto& the_type = TYPE; \
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constexpr const char* at_dispatch_name = NAME; \
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/* don't use TYPE again in case it is an expensive or side-effect op */ \
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at::ScalarType _st = ::detail::scalar_type(the_type); \
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RECORD_KERNEL_FUNCTION_DTYPE(at_dispatch_name, _st); \
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switch (_st) { \
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__VA_ARGS__ \
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default: \
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AT_ERROR( \
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'"', \
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at_dispatch_name, \
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"\" not implemented for '", \
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toString(_st), \
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"'"); \
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} \
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}()
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#define AT_DISPATCH_CASE_FLOATING_TYPES(...) \
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AT_DISPATCH_CASE(at::ScalarType::Double, __VA_ARGS__) \
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AT_DISPATCH_CASE(at::ScalarType::Float, __VA_ARGS__)
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#define AT_DISPATCH_FLOATING_TYPES(TYPE, NAME, ...) \
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AT_DISPATCH_SWITCH(TYPE, NAME, AT_DISPATCH_CASE_FLOATING_TYPES(__VA_ARGS__))
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#define AT_DISPATCH_CASE_FLOATING_TYPES_AND_HALF(...) \
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AT_DISPATCH_CASE(at::ScalarType::Double, __VA_ARGS__) \
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AT_DISPATCH_CASE(at::ScalarType::Float, __VA_ARGS__) \
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AT_DISPATCH_CASE(at::ScalarType::Half, __VA_ARGS__)
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#define AT_DISPATCH_FLOATING_TYPES_AND_HALF(TYPE, NAME, ...) \
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AT_DISPATCH_SWITCH( \
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TYPE, NAME, AT_DISPATCH_CASE_FLOATING_TYPES_AND_HALF(__VA_ARGS__))
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#define AT_DISPATCH_CASE_REDUCED_FLOATING_TYPES(...) \
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AT_DISPATCH_CASE(at::ScalarType::Half, __VA_ARGS__) \
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AT_DISPATCH_CASE(at::ScalarType::BFloat16, __VA_ARGS__)
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#define AT_DISPATCH_REDUCED_FLOATING_TYPES(TYPE, NAME, ...) \
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AT_DISPATCH_SWITCH( \
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TYPE, NAME, AT_DISPATCH_CASE_REDUCED_FLOATING_TYPES(__VA_ARGS__))
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#define AT_DISPATCH_CASE_FLOATING_TYPES_AND(SCALARTYPE, ...) \
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AT_DISPATCH_CASE_FLOATING_TYPES(__VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE, __VA_ARGS__)
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#define AT_DISPATCH_FLOATING_TYPES_AND(SCALARTYPE, TYPE, NAME, ...) \
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AT_DISPATCH_SWITCH( \
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TYPE, \
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NAME, \
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AT_DISPATCH_CASE_FLOATING_TYPES_AND(SCALARTYPE, __VA_ARGS__))
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#define AT_DISPATCH_CASE_FLOATING_TYPES_AND2(SCALARTYPE1, SCALARTYPE2, ...) \
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AT_DISPATCH_CASE_FLOATING_TYPES(__VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE1, __VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE2, __VA_ARGS__)
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#define AT_DISPATCH_FLOATING_TYPES_AND2( \
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SCALARTYPE1, SCALARTYPE2, TYPE, NAME, ...) \
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AT_DISPATCH_SWITCH( \
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TYPE, \
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NAME, \
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AT_DISPATCH_CASE_FLOATING_TYPES_AND2( \
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SCALARTYPE1, SCALARTYPE2, __VA_ARGS__))
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#define AT_DISPATCH_CASE_FLOATING_TYPES_AND3( \
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SCALARTYPE1, SCALARTYPE2, SCALARTYPE3, ...) \
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AT_DISPATCH_CASE_FLOATING_TYPES(__VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE1, __VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE2, __VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE3, __VA_ARGS__)
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#define AT_DISPATCH_FLOATING_TYPES_AND3( \
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SCALARTYPE1, SCALARTYPE2, SCALARTYPE3, TYPE, NAME, ...) \
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AT_DISPATCH_SWITCH( \
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TYPE, \
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NAME, \
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AT_DISPATCH_CASE_FLOATING_TYPES_AND3( \
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SCALARTYPE1, SCALARTYPE2, SCALARTYPE3, __VA_ARGS__))
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#define AT_DISPATCH_CASE_FLOATING_TYPES_AND4( \
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SCALARTYPE1, SCALARTYPE2, SCALARTYPE3, SCALARTYPE4, ...) \
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AT_DISPATCH_CASE_FLOATING_TYPES(__VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE1, __VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE2, __VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE3, __VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE4, __VA_ARGS__)
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#define AT_DISPATCH_FLOATING_TYPES_AND4( \
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SCALARTYPE1, SCALARTYPE2, SCALARTYPE3, SCALARTYPE4, TYPE, NAME, ...) \
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AT_DISPATCH_SWITCH( \
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TYPE, \
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NAME, \
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AT_DISPATCH_CASE_FLOATING_TYPES_AND4( \
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SCALARTYPE1, SCALARTYPE2, SCALARTYPE3, SCALARTYPE4, __VA_ARGS__))
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#define AT_DISPATCH_CASE_COMPLEX_TYPES(...) \
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AT_DISPATCH_CASE(at::ScalarType::ComplexDouble, __VA_ARGS__) \
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AT_DISPATCH_CASE(at::ScalarType::ComplexFloat, __VA_ARGS__)
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#define AT_DISPATCH_COMPLEX_TYPES(TYPE, NAME, ...) \
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AT_DISPATCH_SWITCH(TYPE, NAME, AT_DISPATCH_CASE_COMPLEX_TYPES(__VA_ARGS__))
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#define AT_DISPATCH_CASE_COMPLEX_TYPES_AND(SCALARTYPE, ...) \
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AT_DISPATCH_CASE_COMPLEX_TYPES(__VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE, __VA_ARGS__)
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#define AT_DISPATCH_COMPLEX_TYPES_AND(SCALARTYPE, TYPE, NAME, ...) \
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AT_DISPATCH_SWITCH( \
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TYPE, NAME, AT_DISPATCH_CASE_COMPLEX_TYPES_AND(SCALARTYPE, __VA_ARGS__))
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#define AT_DISPATCH_CASE_FLOATING_AND_COMPLEX_TYPES(...) \
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AT_DISPATCH_CASE_FLOATING_TYPES(__VA_ARGS__) \
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AT_DISPATCH_CASE_COMPLEX_TYPES(__VA_ARGS__)
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#define AT_DISPATCH_FLOATING_AND_COMPLEX_TYPES(TYPE, NAME, ...) \
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AT_DISPATCH_SWITCH( \
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TYPE, NAME, AT_DISPATCH_CASE_FLOATING_AND_COMPLEX_TYPES(__VA_ARGS__))
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#define AT_DISPATCH_CASE_FLOATING_AND_COMPLEX_TYPES_AND1(SCALARTYPE, ...) \
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AT_DISPATCH_CASE_FLOATING_AND_COMPLEX_TYPES(__VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE, __VA_ARGS__)
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#define AT_DISPATCH_FLOATING_AND_COMPLEX_TYPES_AND1( \
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SCALARTYPE, TYPE, NAME, ...) \
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AT_DISPATCH_SWITCH( \
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TYPE, \
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NAME, \
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AT_DISPATCH_CASE_FLOATING_AND_COMPLEX_TYPES_AND1( \
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SCALARTYPE, __VA_ARGS__))
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#define AT_DISPATCH_CASE_FLOATING_AND_COMPLEX_TYPES_AND2( \
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SCALARTYPE1, SCALARTYPE2, ...) \
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AT_DISPATCH_CASE_FLOATING_AND_COMPLEX_TYPES(__VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE1, __VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE2, __VA_ARGS__)
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#define AT_DISPATCH_FLOATING_AND_COMPLEX_TYPES_AND2( \
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SCALARTYPE1, SCALARTYPE2, TYPE, NAME, ...) \
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AT_DISPATCH_SWITCH( \
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TYPE, \
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NAME, \
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AT_DISPATCH_CASE_FLOATING_AND_COMPLEX_TYPES_AND2( \
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SCALARTYPE1, SCALARTYPE2, __VA_ARGS__))
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#define AT_DISPATCH_CASE_FLOATING_AND_COMPLEX_TYPES_AND3( \
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SCALARTYPE1, SCALARTYPE2, SCALARTYPE3, ...) \
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AT_DISPATCH_CASE_FLOATING_AND_COMPLEX_TYPES(__VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE1, __VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE2, __VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE3, __VA_ARGS__)
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#define AT_DISPATCH_FLOATING_AND_COMPLEX_TYPES_AND3( \
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SCALARTYPE1, SCALARTYPE2, SCALARTYPE3, TYPE, NAME, ...) \
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AT_DISPATCH_SWITCH( \
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TYPE, \
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NAME, \
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AT_DISPATCH_CASE_FLOATING_AND_COMPLEX_TYPES_AND3( \
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SCALARTYPE1, SCALARTYPE2, SCALARTYPE3, __VA_ARGS__))
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#define AT_DISPATCH_CASE_FLOATING_AND_COMPLEX_TYPES_AND4( \
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SCALARTYPE1, SCALARTYPE2, SCALARTYPE3, SCALARTYPE4, ...) \
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AT_DISPATCH_CASE_FLOATING_AND_COMPLEX_TYPES(__VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE1, __VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE2, __VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE3, __VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE4, __VA_ARGS__)
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#define AT_DISPATCH_FLOATING_AND_COMPLEX_TYPES_AND4( \
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SCALARTYPE1, SCALARTYPE2, SCALARTYPE3, SCALARTYPE4, TYPE, NAME, ...) \
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AT_DISPATCH_SWITCH( \
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TYPE, \
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NAME, \
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AT_DISPATCH_CASE_FLOATING_AND_COMPLEX_TYPES_AND4( \
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SCALARTYPE1, SCALARTYPE2, SCALARTYPE3, SCALARTYPE4, __VA_ARGS__))
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#define AT_DISPATCH_CASE_FLOATING_AND_COMPLEX_TYPES_AND5( \
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SCALARTYPE1, SCALARTYPE2, SCALARTYPE3, SCALARTYPE4, SCALARTYPE5, ...) \
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AT_DISPATCH_CASE_FLOATING_AND_COMPLEX_TYPES(__VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE1, __VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE2, __VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE3, __VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE4, __VA_ARGS__) \
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AT_DISPATCH_CASE(SCALARTYPE5, __VA_ARGS__)
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#define AT_DISPATCH_FLOATING_AND_COMPLEX_TYPES_AND5( \
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SCALARTYPE1, \
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SCALARTYPE2, \
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|
SCALARTYPE3, \
|
|
SCALARTYPE4, \
|
|
SCALARTYPE5, \
|
|
TYPE, \
|
|
NAME, \
|
|
...) \
|
|
AT_DISPATCH_SWITCH( \
|
|
TYPE, \
|
|
NAME, \
|
|
AT_DISPATCH_CASE_FLOATING_AND_COMPLEX_TYPES_AND5( \
|
|
SCALARTYPE1, \
|
|
SCALARTYPE2, \
|
|
SCALARTYPE3, \
|
|
SCALARTYPE4, \
|
|
SCALARTYPE5, \
|
|
__VA_ARGS__))
|
|
|
|
#define AT_DISPATCH_CASE_FLOATING_AND_COMPLEX_TYPES_AND6( \
|
|
SCALARTYPE1, \
|
|
SCALARTYPE2, \
|
|
SCALARTYPE3, \
|
|
SCALARTYPE4, \
|
|
SCALARTYPE5, \
|
|
SCALARTYPE6, \
|
|
...) \
|
|
AT_DISPATCH_CASE_FLOATING_AND_COMPLEX_TYPES(__VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE1, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE2, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE3, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE4, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE5, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE6, __VA_ARGS__)
|
|
|
|
#define AT_DISPATCH_FLOATING_AND_COMPLEX_TYPES_AND6( \
|
|
SCALARTYPE1, \
|
|
SCALARTYPE2, \
|
|
SCALARTYPE3, \
|
|
SCALARTYPE4, \
|
|
SCALARTYPE5, \
|
|
SCALARTYPE6, \
|
|
TYPE, \
|
|
NAME, \
|
|
...) \
|
|
AT_DISPATCH_SWITCH( \
|
|
TYPE, \
|
|
NAME, \
|
|
AT_DISPATCH_CASE_FLOATING_AND_COMPLEX_TYPES_AND6( \
|
|
SCALARTYPE1, \
|
|
SCALARTYPE2, \
|
|
SCALARTYPE3, \
|
|
SCALARTYPE4, \
|
|
SCALARTYPE5, \
|
|
SCALARTYPE6, \
|
|
__VA_ARGS__))
|
|
|
|
#define AT_DISPATCH_CASE_INTEGRAL_TYPES(...) \
|
|
AT_DISPATCH_CASE(at::ScalarType::Byte, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(at::ScalarType::Char, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(at::ScalarType::Int, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(at::ScalarType::Long, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(at::ScalarType::Short, __VA_ARGS__)
|
|
|
|
#define AT_DISPATCH_INTEGRAL_TYPES(TYPE, NAME, ...) \
|
|
AT_DISPATCH_SWITCH(TYPE, NAME, AT_DISPATCH_CASE_INTEGRAL_TYPES(__VA_ARGS__))
|
|
|
|
#define AT_DISPATCH_CASE_INTEGRAL_TYPES_AND(SCALARTYPE, ...) \
|
|
AT_DISPATCH_CASE_INTEGRAL_TYPES(__VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE, __VA_ARGS__)
|
|
|
|
#define AT_DISPATCH_INTEGRAL_TYPES_AND(SCALARTYPE, TYPE, NAME, ...) \
|
|
AT_DISPATCH_SWITCH( \
|
|
TYPE, \
|
|
NAME, \
|
|
AT_DISPATCH_CASE_INTEGRAL_TYPES_AND(SCALARTYPE, __VA_ARGS__))
|
|
|
|
#define AT_DISPATCH_CASE_ALL_TYPES(...) \
|
|
AT_DISPATCH_CASE_INTEGRAL_TYPES(__VA_ARGS__) \
|
|
AT_DISPATCH_CASE_FLOATING_TYPES(__VA_ARGS__)
|
|
|
|
#define AT_DISPATCH_ALL_TYPES(TYPE, NAME, ...) \
|
|
AT_DISPATCH_SWITCH(TYPE, NAME, AT_DISPATCH_CASE_ALL_TYPES(__VA_ARGS__))
|
|
|
|
#define AT_DISPATCH_CASE_QINT_TYPES(...) \
|
|
AT_DISPATCH_CASE_QINT(at::kQInt8, at::qint8, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE_QINT(at::kQUInt8, at::quint8, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE_QINT(at::kQInt32, at::qint32, __VA_ARGS__)
|
|
|
|
#define AT_DISPATCH_QINT_TYPES(TYPE, NAME, ...) \
|
|
AT_DISPATCH_SWITCH(TYPE, NAME, AT_DISPATCH_CASE_QINT_TYPES(__VA_ARGS__))
|
|
|
|
#define AT_DISPATCH_CASE_QINT_TYPES_AND(SCALARTYPE, ...) \
|
|
AT_DISPATCH_CASE_QINT_TYPES(__VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE, __VA_ARGS__)
|
|
|
|
#define AT_DISPATCH_QINT_TYPES_AND(SCALARTYPE, TYPE, NAME, ...) \
|
|
AT_DISPATCH_SWITCH( \
|
|
TYPE, NAME, AT_DISPATCH_CASE_QINT_TYPES_AND(SCALARTYPE, __VA_ARGS__))
|
|
|
|
#define AT_DISPATCH_CASE_QINT_BYTE_TYPES(...) \
|
|
AT_DISPATCH_CASE_QINT(at::kQInt8, at::qint8, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE_QINT(at::kQUInt8, at::quint8, __VA_ARGS__)
|
|
|
|
#define AT_DISPATCH_QINT_BYTE_TYPES(TYPE, NAME, ...) \
|
|
AT_DISPATCH_SWITCH(TYPE, NAME, AT_DISPATCH_CASE_QINT_BYTE_TYPES(__VA_ARGS__))
|
|
|
|
#define AT_DISPATCH_CASE_QINT_AND_SUB_BYTE_TYPES(...) \
|
|
AT_QINT_SUB_BYTE_PRIVATE_CASE_TYPE( \
|
|
at::kQInt8, at::qint8, CHAR_BIT, SCHAR_MIN, SCHAR_MAX, __VA_ARGS__) \
|
|
AT_QINT_SUB_BYTE_PRIVATE_CASE_TYPE( \
|
|
at::kQUInt8, at::quint8, CHAR_BIT, 0, UCHAR_MAX, __VA_ARGS__) \
|
|
AT_QINT_SUB_BYTE_PRIVATE_CASE_TYPE( \
|
|
at::kQInt32, \
|
|
at::qint32, \
|
|
CHAR_BIT * sizeof(int), \
|
|
INT_MIN, \
|
|
INT_MAX, \
|
|
__VA_ARGS__) \
|
|
AT_QINT_SUB_BYTE_PRIVATE_CASE_TYPE( \
|
|
at::kQUInt4x2, at::quint4x2, 4, 0, 15, __VA_ARGS__) \
|
|
AT_QINT_SUB_BYTE_PRIVATE_CASE_TYPE( \
|
|
at::kQUInt2x4, at::quint2x4, 2, 0, 3, __VA_ARGS__)
|
|
|
|
#define AT_DISPATCH_QINT_AND_SUB_BYTE_TYPES(TYPE, NAME, ...) \
|
|
AT_DISPATCH_SWITCH( \
|
|
TYPE, NAME, AT_DISPATCH_CASE_QINT_AND_SUB_BYTE_TYPES(__VA_ARGS__))
|
|
|
|
#define AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX(...) \
|
|
AT_DISPATCH_CASE_ALL_TYPES(__VA_ARGS__) \
|
|
AT_DISPATCH_CASE_COMPLEX_TYPES(__VA_ARGS__)
|
|
|
|
#define AT_DISPATCH_ALL_TYPES_AND_COMPLEX(TYPE, NAME, ...) \
|
|
AT_DISPATCH_SWITCH( \
|
|
TYPE, NAME, AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX(__VA_ARGS__))
|
|
|
|
#define AT_DISPATCH_CASE_ALL_TYPES_AND(SCALARTYPE, ...) \
|
|
AT_DISPATCH_CASE_ALL_TYPES(__VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE, __VA_ARGS__)
|
|
|
|
#define AT_DISPATCH_ALL_TYPES_AND(SCALARTYPE, TYPE, NAME, ...) \
|
|
AT_DISPATCH_SWITCH( \
|
|
TYPE, NAME, AT_DISPATCH_CASE_ALL_TYPES_AND(SCALARTYPE, __VA_ARGS__))
|
|
|
|
#define AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX_AND(SCALARTYPE, ...) \
|
|
AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX(__VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE, __VA_ARGS__)
|
|
|
|
#define AT_DISPATCH_ALL_TYPES_AND_COMPLEX_AND(SCALARTYPE, TYPE, NAME, ...) \
|
|
AT_DISPATCH_SWITCH( \
|
|
TYPE, \
|
|
NAME, \
|
|
AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX_AND(SCALARTYPE, __VA_ARGS__))
|
|
|
|
#define AT_DISPATCH_CASE_ALL_TYPES_AND2(SCALARTYPE1, SCALARTYPE2, ...) \
|
|
AT_DISPATCH_CASE_ALL_TYPES(__VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE1, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE2, __VA_ARGS__)
|
|
|
|
#define AT_DISPATCH_ALL_TYPES_AND2(SCALARTYPE1, SCALARTYPE2, TYPE, NAME, ...) \
|
|
AT_DISPATCH_SWITCH( \
|
|
TYPE, \
|
|
NAME, \
|
|
AT_DISPATCH_CASE_ALL_TYPES_AND2(SCALARTYPE1, SCALARTYPE2, __VA_ARGS__))
|
|
|
|
#define AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX_AND2( \
|
|
SCALARTYPE1, SCALARTYPE2, ...) \
|
|
AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX(__VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE1, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE2, __VA_ARGS__)
|
|
|
|
#define AT_DISPATCH_ALL_TYPES_AND_COMPLEX_AND2( \
|
|
SCALARTYPE1, SCALARTYPE2, TYPE, NAME, ...) \
|
|
AT_DISPATCH_SWITCH( \
|
|
TYPE, \
|
|
NAME, \
|
|
AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX_AND2( \
|
|
SCALARTYPE1, SCALARTYPE2, __VA_ARGS__))
|
|
|
|
#define AT_DISPATCH_CASE_ALL_TYPES_AND3( \
|
|
SCALARTYPE1, SCALARTYPE2, SCALARTYPE3, ...) \
|
|
AT_DISPATCH_CASE_ALL_TYPES(__VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE1, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE2, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE3, __VA_ARGS__)
|
|
|
|
#define AT_DISPATCH_ALL_TYPES_AND3( \
|
|
SCALARTYPE1, SCALARTYPE2, SCALARTYPE3, TYPE, NAME, ...) \
|
|
AT_DISPATCH_SWITCH( \
|
|
TYPE, \
|
|
NAME, \
|
|
AT_DISPATCH_CASE_ALL_TYPES_AND3( \
|
|
SCALARTYPE1, SCALARTYPE2, SCALARTYPE3, __VA_ARGS__))
|
|
|
|
#define AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX_AND3( \
|
|
SCALARTYPE1, SCALARTYPE2, SCALARTYPE3, ...) \
|
|
AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX(__VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE1, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE2, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE3, __VA_ARGS__)
|
|
|
|
#define AT_DISPATCH_ALL_TYPES_AND_COMPLEX_AND3( \
|
|
SCALARTYPE1, SCALARTYPE2, SCALARTYPE3, TYPE, NAME, ...) \
|
|
AT_DISPATCH_SWITCH( \
|
|
TYPE, \
|
|
NAME, \
|
|
AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX_AND3( \
|
|
SCALARTYPE1, SCALARTYPE2, SCALARTYPE3, __VA_ARGS__))
|
|
|
|
#define AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX_AND4( \
|
|
SCALARTYPE1, SCALARTYPE2, SCALARTYPE3, SCALARTYPE4, ...) \
|
|
AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX(__VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE1, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE2, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE3, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE4, __VA_ARGS__)
|
|
|
|
#define AT_DISPATCH_ALL_TYPES_AND_COMPLEX_AND4( \
|
|
SCALARTYPE1, SCALARTYPE2, SCALARTYPE3, SCALARTYPE4, TYPE, NAME, ...) \
|
|
AT_DISPATCH_SWITCH( \
|
|
TYPE, \
|
|
NAME, \
|
|
AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX_AND4( \
|
|
SCALARTYPE1, SCALARTYPE2, SCALARTYPE3, SCALARTYPE4, __VA_ARGS__))
|
|
|
|
#define AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX_AND5( \
|
|
SCALARTYPE1, SCALARTYPE2, SCALARTYPE3, SCALARTYPE4, SCALARTYPE5, ...) \
|
|
AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX(__VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE1, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE2, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE3, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE4, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE5, __VA_ARGS__)
|
|
|
|
#define AT_DISPATCH_ALL_TYPES_AND_COMPLEX_AND5( \
|
|
SCALARTYPE1, \
|
|
SCALARTYPE2, \
|
|
SCALARTYPE3, \
|
|
SCALARTYPE4, \
|
|
SCALARTYPE5, \
|
|
TYPE, \
|
|
NAME, \
|
|
...) \
|
|
AT_DISPATCH_SWITCH( \
|
|
TYPE, \
|
|
NAME, \
|
|
AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX_AND5( \
|
|
SCALARTYPE1, \
|
|
SCALARTYPE2, \
|
|
SCALARTYPE3, \
|
|
SCALARTYPE4, \
|
|
SCALARTYPE5, \
|
|
__VA_ARGS__))
|
|
|
|
#define AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX_AND6( \
|
|
SCALARTYPE1, \
|
|
SCALARTYPE2, \
|
|
SCALARTYPE3, \
|
|
SCALARTYPE4, \
|
|
SCALARTYPE5, \
|
|
SCALARTYPE6, \
|
|
...) \
|
|
AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX(__VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE1, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE2, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE3, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE4, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE5, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE6, __VA_ARGS__)
|
|
|
|
#define AT_DISPATCH_ALL_TYPES_AND_COMPLEX_AND6( \
|
|
SCALARTYPE1, \
|
|
SCALARTYPE2, \
|
|
SCALARTYPE3, \
|
|
SCALARTYPE4, \
|
|
SCALARTYPE5, \
|
|
SCALARTYPE6, \
|
|
TYPE, \
|
|
NAME, \
|
|
...) \
|
|
AT_DISPATCH_SWITCH( \
|
|
TYPE, \
|
|
NAME, \
|
|
AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX_AND6( \
|
|
SCALARTYPE1, \
|
|
SCALARTYPE2, \
|
|
SCALARTYPE3, \
|
|
SCALARTYPE4, \
|
|
SCALARTYPE5, \
|
|
SCALARTYPE6, \
|
|
__VA_ARGS__))
|
|
|
|
#define AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX_AND7( \
|
|
SCALARTYPE1, \
|
|
SCALARTYPE2, \
|
|
SCALARTYPE3, \
|
|
SCALARTYPE4, \
|
|
SCALARTYPE5, \
|
|
SCALARTYPE6, \
|
|
SCALARTYPE7, \
|
|
...) \
|
|
AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX(__VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE1, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE2, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE3, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE4, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE5, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE6, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE7, __VA_ARGS__)
|
|
|
|
#define AT_DISPATCH_ALL_TYPES_AND_COMPLEX_AND7( \
|
|
SCALARTYPE1, \
|
|
SCALARTYPE2, \
|
|
SCALARTYPE3, \
|
|
SCALARTYPE4, \
|
|
SCALARTYPE5, \
|
|
SCALARTYPE6, \
|
|
SCALARTYPE7, \
|
|
TYPE, \
|
|
NAME, \
|
|
...) \
|
|
AT_DISPATCH_SWITCH( \
|
|
TYPE, \
|
|
NAME, \
|
|
AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX_AND7( \
|
|
SCALARTYPE1, \
|
|
SCALARTYPE2, \
|
|
SCALARTYPE3, \
|
|
SCALARTYPE4, \
|
|
SCALARTYPE5, \
|
|
SCALARTYPE6, \
|
|
SCALARTYPE7, \
|
|
__VA_ARGS__))
|
|
|
|
#define AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX_AND8( \
|
|
SCALARTYPE1, \
|
|
SCALARTYPE2, \
|
|
SCALARTYPE3, \
|
|
SCALARTYPE4, \
|
|
SCALARTYPE5, \
|
|
SCALARTYPE6, \
|
|
SCALARTYPE7, \
|
|
SCALARTYPE8, \
|
|
...) \
|
|
AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX(__VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE1, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE2, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE3, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE4, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE5, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE6, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE7, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(SCALARTYPE8, __VA_ARGS__)
|
|
|
|
#define AT_DISPATCH_ALL_TYPES_AND_COMPLEX_AND8( \
|
|
SCALARTYPE1, \
|
|
SCALARTYPE2, \
|
|
SCALARTYPE3, \
|
|
SCALARTYPE4, \
|
|
SCALARTYPE5, \
|
|
SCALARTYPE6, \
|
|
SCALARTYPE7, \
|
|
SCALARTYPE8, \
|
|
TYPE, \
|
|
NAME, \
|
|
...) \
|
|
AT_DISPATCH_SWITCH( \
|
|
TYPE, \
|
|
NAME, \
|
|
AT_DISPATCH_CASE_ALL_TYPES_AND_COMPLEX_AND8( \
|
|
SCALARTYPE1, \
|
|
SCALARTYPE2, \
|
|
SCALARTYPE3, \
|
|
SCALARTYPE4, \
|
|
SCALARTYPE5, \
|
|
SCALARTYPE6, \
|
|
SCALARTYPE7, \
|
|
SCALARTYPE8, \
|
|
__VA_ARGS__))
|
|
|
|
#define AT_DISPATCH_CASE_BIT_TYPES(...) \
|
|
AT_DISPATCH_CASE(at::ScalarType::Bits1x8, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(at::ScalarType::Bits2x4, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(at::ScalarType::Bits4x2, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(at::ScalarType::Bits8, __VA_ARGS__) \
|
|
AT_DISPATCH_CASE(at::ScalarType::Bits16, __VA_ARGS__)
|
|
|
|
#define AT_DISPATCH_BIT_TYPES(TYPE, NAME, ...) \
|
|
AT_DISPATCH_SWITCH(TYPE, NAME, AT_DISPATCH_CASE_BIT_TYPES(__VA_ARGS__))
|
|
|
|
#define AT_DISPATCH_INDEX_TYPES(TYPE, NAME, ...) \
|
|
AT_DISPATCH_SWITCH( \
|
|
TYPE, \
|
|
NAME, \
|
|
AT_PRIVATE_CASE_TYPE_USING_HINT( \
|
|
at::ScalarType::Int, index_t, __VA_ARGS__) \
|
|
AT_PRIVATE_CASE_TYPE_USING_HINT( \
|
|
at::ScalarType::Long, index_t, __VA_ARGS__))
|
|
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// ----------------------------------------------------------------------------
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// DEPRECATED MACROS, DON'T USE THESE
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// ----------------------------------------------------------------------------
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#define AT_DISPATCH_ALL_TYPES_AND_HALF(TYPE, NAME, ...) \
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detail::deprecated_AT_DISPATCH_ALL_TYPES_AND_HALF(); \
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AT_DISPATCH_SWITCH( \
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TYPE, \
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NAME, \
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AT_DISPATCH_CASE_ALL_TYPES_AND(at::ScalarType::Half, __VA_ARGS__))
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