Deprecate non-internal elementwise_util APIs#9621

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Merged
swolchok merged 2 commits into from
Mar 26, 2025
Merged

Deprecate non-internal elementwise_util APIs #9621

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aab3e03
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swolchok Mar 25, 2025
6feb1d5
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swolchok Mar 25, 2025
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2 changes: 1 addition & 1 deletion kernels/portable/cpu/op_convolution.cpp
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Original file line numberDiff line numberDiff line change
Expand Up@@ -414,7 +414,7 @@ Tensor& convolution_out(

ET_SWITCH_REALH_TYPES(in.scalar_type(), ctx, name, CTYPE, [&]() {
const auto load_bias = bias.has_value()
? utils::internal::get_load_to_common_fn<CTYPE, name>(
? utils::internal::get_load_to_compute_fn<CTYPE, name>(
bias.value(), utils::SupportedTensorDtypes::REALHBF16)
: nullptr;
convolution_wrapper<CTYPE>(
Expand Down
2 changes: 1 addition & 1 deletion kernels/portable/cpu/op_cumsum.cpp
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Original file line numberDiff line numberDiff line change
Expand Up@@ -113,7 +113,7 @@ Tensor& cumsum_out(

ET_SWITCH_REALHBBF16_TYPES(out.scalar_type(), ctx, op_name, CTYPE_OUT, [&] {
const auto load_self =
utils::internal::get_load_to_common_fn<CTYPE_OUT, op_name>(
utils::internal::get_load_to_compute_fn<CTYPE_OUT, op_name>(
self, utils::SupportedTensorDtypes::REALHBBF16);
cumsum_tensors<CTYPE_OUT>(self, load_self, dim, out);
});
Expand Down
201 changes: 103 additions & 98 deletions kernels/portable/cpu/util/dtype_util.h
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Original file line numberDiff line numberDiff line change
Expand Up@@ -26,189 +26,189 @@ void convert_and_store(From f, void* dst) {
*reinterpret_cast<To*>(dst) = static_cast<To>(f);
}

template <typename CTYPE_COMMON>
using load_to_common_fn = CTYPE_COMMON (*)(const void*);
template <typename CTYPE_COMPUTE>
using load_to_compute_fn = CTYPE_COMPUTE (*)(const void*);

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_realhbbf16(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_realhbbf16(
const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
ET_SWITCH_REALHBBF16_TYPES(
t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
});
return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_realhbf16(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_realhbf16(
const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
ET_SWITCH_REALHBF16_TYPES(
t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
});
return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_floathbf16(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_floathbf16(
const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
ET_SWITCH_FLOATHBF16_TYPES(
t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
});
return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_intb(const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_intb(const Tensor& t) {
CTYPE_COMPUTE (*result)(const void*) = nullptr;
ET_SWITCH_INT_TYPES_AND(
Bool, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
});
return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_bool_or_byte(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_bool_or_byte(
const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
ET_SWITCH_TWO_TYPES(
Bool, Byte, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
});
return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_same_as_compute(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_same_as_compute(
const Tensor& t) {
constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMMON>::value;
constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMPUTE>::value;
ET_CHECK_MSG(
t.scalar_type() == common_scalar_type,
"Unhandled dtype %s for %s",
::executorch::runtime::toString(common_scalar_type),
op_name);
return internal::load_and_convert<CTYPE_COMMON, CTYPE_COMMON>;
return internal::load_and_convert<CTYPE_COMPUTE, CTYPE_COMPUTE>;
}

template <
typename CTYPE_COMMON,
typename CTYPE_COMPUTE,
const char* op_name,
std::enable_if_t<std::is_same_v<CTYPE_COMMON, float>, bool> = true>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_same_as_common(
std::enable_if_t<std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_same_as_common(
const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
ET_SWITCH_THREE_TYPES(
Float, Half, BFloat16, t.scalar_type(), unused, op_name, T, [&]() {
result = internal::load_and_convert<CTYPE_COMMON, T>;
result = internal::load_and_convert<CTYPE_COMPUTE, T>;
});
return result;
}

template <
typename CTYPE_COMMON,
typename CTYPE_COMPUTE,
const char* op_name,
std::enable_if_t<!std::is_same_v<CTYPE_COMMON, float>, bool> = true>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_same_as_common(
std::enable_if_t<!std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_same_as_common(
const Tensor& t) {
return get_load_to_common_fn_same_as_compute<CTYPE_COMMON, op_name>(t);
return get_load_to_compute_fn_same_as_compute<CTYPE_COMPUTE, op_name>(t);
}

template <typename CTYPE_COMMON>
using store_common_to_tensor_fn = void (*)(CTYPE_COMMON, void*);
template <typename CTYPE_COMPUTE>
using store_compute_to_tensor_fn = void (*)(CTYPE_COMPUTE, void*);

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_realhbbf16(const Tensor& t) {
void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_realhbbf16(const Tensor& t) {
void (*result)(CTYPE_COMPUTE, void*) = nullptr;
ET_SWITCH_REALHBBF16_TYPES(
t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
});
return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON> get_store_common_to_tensor_fn_realhbf16(
const Tensor& t) {
void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_realhbf16(const Tensor& t) {
void (*result)(CTYPE_COMPUTE, void*) = nullptr;
ET_SWITCH_REALHBF16_TYPES(
t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
});
return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_floathbf16(const Tensor& t) {
void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_floathbf16(const Tensor& t) {
void (*result)(CTYPE_COMPUTE, void*) = nullptr;
ET_SWITCH_FLOATHBF16_TYPES(
t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
});
return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON> get_store_common_to_tensor_fn_intb(
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE> get_store_compute_to_tensor_fn_intb(
const Tensor& t) {
void (*result)(CTYPE_COMMON, void*) = nullptr;
void (*result)(CTYPE_COMPUTE, void*) = nullptr;
ET_SWITCH_INT_TYPES_AND(
Bool, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
});
return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_bool_or_byte(const Tensor& t) {
void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_bool_or_byte(const Tensor& t) {
void (*result)(CTYPE_COMPUTE, void*) = nullptr;
ET_SWITCH_TWO_TYPES(
Bool, Byte, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
});
return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_same_as_compute(const Tensor& t) {
constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMMON>::value;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_same_as_compute(const Tensor& t) {
constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMPUTE>::value;
ET_CHECK_MSG(
t.scalar_type() == common_scalar_type,
"Unhandled dtype %s for %s",
::executorch::runtime::toString(common_scalar_type),
op_name);
return internal::convert_and_store<CTYPE_COMMON, CTYPE_COMMON>;
return internal::convert_and_store<CTYPE_COMPUTE, CTYPE_COMPUTE>;
}

template <
typename CTYPE_COMMON,
typename CTYPE_COMPUTE,
const char* op_name,
std::enable_if_t<std::is_same_v<CTYPE_COMMON, float>, bool> = true>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_same_as_common(const Tensor& t) {
void (*result)(CTYPE_COMMON, void*) = nullptr;
std::enable_if_t<std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_same_as_common(const Tensor& t) {
void (*result)(CTYPE_COMPUTE, void*) = nullptr;
ET_SWITCH_THREE_TYPES(
Float, Half, BFloat16, t.scalar_type(), unused, op_name, CTYPE, [&]() {
result = internal::convert_and_store<CTYPE, CTYPE_COMMON>;
result = internal::convert_and_store<CTYPE, CTYPE_COMPUTE>;
});
return result;
}

template <
typename CTYPE_COMMON,
typename CTYPE_COMPUTE,
const char* op_name,
std::enable_if_t<!std::is_same_v<CTYPE_COMMON, float>, bool> = true>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_same_as_common(const Tensor& t) {
return get_store_common_to_tensor_fn_same_as_compute<CTYPE_COMMON, op_name>(
std::enable_if_t<!std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_same_as_common(const Tensor& t) {
return get_store_compute_to_tensor_fn_same_as_compute<CTYPE_COMPUTE, op_name>(
t);
}

Expand All@@ -220,59 +220,64 @@ enum class SupportedTensorDtypes {
FLOATHBF16,
INTB,
BOOL_OR_BYTE,
// DEPRECATED: not likely to be correct; use SAME_AS_COMMON.
SAME_AS_COMPUTE,
SAME_AS_COMMON,
};

namespace internal {

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn(
const Tensor& t,
SupportedTensorDtypes dtypes) {
switch (dtypes) {
case SupportedTensorDtypes::REALHBBF16:
return get_load_to_common_fn_realhbbf16<CTYPE_COMMON, op_name>(t);
return get_load_to_compute_fn_realhbbf16<CTYPE_COMPUTE, op_name>(t);
case SupportedTensorDtypes::REALHBF16:
return get_load_to_common_fn_realhbf16<CTYPE_COMMON, op_name>(t);
return get_load_to_compute_fn_realhbf16<CTYPE_COMPUTE, op_name>(t);
case SupportedTensorDtypes::FLOATHBF16:
return get_load_to_common_fn_realhbf16<CTYPE_COMMON, op_name>(t);
return get_load_to_compute_fn_realhbf16<CTYPE_COMPUTE, op_name>(t);
case SupportedTensorDtypes::INTB:
return get_load_to_common_fn_intb<CTYPE_COMMON, op_name>(t);
return get_load_to_compute_fn_intb<CTYPE_COMPUTE, op_name>(t);
case SupportedTensorDtypes::BOOL_OR_BYTE:
return get_load_to_common_fn_bool_or_byte<CTYPE_COMMON, op_name>(t);
return get_load_to_compute_fn_bool_or_byte<CTYPE_COMPUTE, op_name>(t);
case SupportedTensorDtypes::SAME_AS_COMPUTE:
return get_load_to_common_fn_same_as_compute<CTYPE_COMMON, op_name>(t);
return get_load_to_compute_fn_same_as_compute<CTYPE_COMPUTE, op_name>(t);
case SupportedTensorDtypes::SAME_AS_COMMON:
return get_load_to_common_fn_same_as_common<CTYPE_COMMON, op_name>(t);
return get_load_to_compute_fn_same_as_common<CTYPE_COMPUTE, op_name>(t);
}
ET_CHECK(false);
return nullptr;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON> get_store_common_to_tensor_fn(
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE> get_store_compute_to_tensor_fn(
const Tensor& t,
SupportedTensorDtypes dtypes) {
switch (dtypes) {
case SupportedTensorDtypes::REALHBBF16:
return get_store_common_to_tensor_fn_realhbbf16<CTYPE_COMMON, op_name>(t);
return get_store_compute_to_tensor_fn_realhbbf16<CTYPE_COMPUTE, op_name>(
t);
case SupportedTensorDtypes::REALHBF16:
return get_store_common_to_tensor_fn_realhbf16<CTYPE_COMMON, op_name>(t);
return get_store_compute_to_tensor_fn_realhbf16<CTYPE_COMPUTE, op_name>(
t);
case SupportedTensorDtypes::FLOATHBF16:
return get_store_common_to_tensor_fn_floathbf16<CTYPE_COMMON, op_name>(t);
return get_store_compute_to_tensor_fn_floathbf16<CTYPE_COMPUTE, op_name>(
t);
case SupportedTensorDtypes::INTB:
return get_store_common_to_tensor_fn_intb<CTYPE_COMMON, op_name>(t);
return get_store_compute_to_tensor_fn_intb<CTYPE_COMPUTE, op_name>(t);
case SupportedTensorDtypes::BOOL_OR_BYTE:
return get_store_common_to_tensor_fn_bool_or_byte<CTYPE_COMMON, op_name>(
t);
return get_store_compute_to_tensor_fn_bool_or_byte<
CTYPE_COMPUTE,
op_name>(t);
case SupportedTensorDtypes::SAME_AS_COMPUTE:
return get_store_common_to_tensor_fn_same_as_compute<
CTYPE_COMMON,
return get_store_compute_to_tensor_fn_same_as_compute<
CTYPE_COMPUTE,
op_name>(t);
case SupportedTensorDtypes::SAME_AS_COMMON: {
return get_store_common_to_tensor_fn_same_as_common<
CTYPE_COMMON,
return get_store_compute_to_tensor_fn_same_as_common<
CTYPE_COMPUTE,
op_name>(t);
}
}
Expand Down
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Deprecate non-internal elementwise_util APIs#9621

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 Merged

swolchok
merged 2 commits into

from

Mar 26, 2025
 Merged


Deprecate non-internal elementwise_util APIs
#9621
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aab3e03

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swolchok Mar 25, 2025
6feb1d5

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swolchok Mar 25, 2025

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2 changes: 1 addition & 1 deletion
kernels/portable/cpu/op_convolution.cpp

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Original file line numberDiff line numberDiff line change
Expand Up@@ -414,7 +414,7 @@ Tensor& convolution_out(

 ET_SWITCH_REALH_TYPES(in.scalar_type(), ctx, name, CTYPE, [&]() {
 const auto load_bias = bias.has_value()
 ? utils::internal::get_load_to_common_fn<CTYPE, name>(
 ? utils::internal::get_load_to_compute_fn<CTYPE, name>(
 bias.value(), utils::SupportedTensorDtypes::REALHBF16)
 : nullptr;
 convolution_wrapper<CTYPE>(
Expand Down

2 changes: 1 addition & 1 deletion
kernels/portable/cpu/op_cumsum.cpp

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Original file line numberDiff line numberDiff line change
Expand Up@@ -113,7 +113,7 @@ Tensor& cumsum_out(

 ET_SWITCH_REALHBBF16_TYPES(out.scalar_type(), ctx, op_name, CTYPE_OUT, [&] {
 const auto load_self =
 utils::internal::get_load_to_common_fn<CTYPE_OUT, op_name>(
 utils::internal::get_load_to_compute_fn<CTYPE_OUT, op_name>(
 self, utils::SupportedTensorDtypes::REALHBBF16);
 cumsum_tensors<CTYPE_OUT>(self, load_self, dim, out);
 });
Expand Down

201 changes: 103 additions & 98 deletions
kernels/portable/cpu/util/dtype_util.h

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Original file line numberDiff line numberDiff line change
Expand Up@@ -26,189 +26,189 @@ void convert_and_store(From f, void* dst) {
 *reinterpret_cast<To*>(dst) = static_cast<To>(f);
}

template <typename CTYPE_COMMON>
using load_to_common_fn = CTYPE_COMMON (*)(const void*);
template <typename CTYPE_COMPUTE>
using load_to_compute_fn = CTYPE_COMPUTE (*)(const void*);

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_realhbbf16(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_realhbbf16(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_REALHBBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_realhbf16(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_realhbf16(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_REALHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_floathbf16(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_floathbf16(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_FLOATHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_intb(const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_intb(const Tensor& t) {
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_INT_TYPES_AND(
 Bool, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_bool_or_byte(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_bool_or_byte(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_TWO_TYPES(
 Bool, Byte, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_same_as_compute(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_same_as_compute(
 const Tensor& t) {
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMMON>::value;
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMPUTE>::value;
 ET_CHECK_MSG(
 t.scalar_type() == common_scalar_type,
 "Unhandled dtype %s for %s",
 ::executorch::runtime::toString(common_scalar_type),
 op_name);
 return internal::load_and_convert<CTYPE_COMMON, CTYPE_COMMON>;
 return internal::load_and_convert<CTYPE_COMPUTE, CTYPE_COMPUTE>;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<std::is_same_v<CTYPE_COMMON, float>, bool> = true>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_same_as_common(
 std::enable_if_t<std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_same_as_common(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_THREE_TYPES(
 Float, Half, BFloat16, t.scalar_type(), unused, op_name, T, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, T>;
 result = internal::load_and_convert<CTYPE_COMPUTE, T>;
 });
 return result;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<!std::is_same_v<CTYPE_COMMON, float>, bool> = true>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_same_as_common(
 std::enable_if_t<!std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_same_as_common(
 const Tensor& t) {
 return get_load_to_common_fn_same_as_compute<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_same_as_compute<CTYPE_COMPUTE, op_name>(t);
}

template <typename CTYPE_COMMON>
using store_common_to_tensor_fn = void (*)(CTYPE_COMMON, void*);
template <typename CTYPE_COMPUTE>
using store_compute_to_tensor_fn = void (*)(CTYPE_COMPUTE, void*);

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_realhbbf16(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_realhbbf16(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_REALHBBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON> get_store_common_to_tensor_fn_realhbf16(
const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_realhbf16(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_REALHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_floathbf16(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_floathbf16(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_FLOATHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON> get_store_common_to_tensor_fn_intb(
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE> get_store_compute_to_tensor_fn_intb(
 const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_INT_TYPES_AND(
 Bool, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_bool_or_byte(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_bool_or_byte(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_TWO_TYPES(
 Bool, Byte, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_same_as_compute(const Tensor& t) {
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMMON>::value;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_same_as_compute(const Tensor& t) {
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMPUTE>::value;
 ET_CHECK_MSG(
 t.scalar_type() == common_scalar_type,
 "Unhandled dtype %s for %s",
 ::executorch::runtime::toString(common_scalar_type),
 op_name);
 return internal::convert_and_store<CTYPE_COMMON, CTYPE_COMMON>;
 return internal::convert_and_store<CTYPE_COMPUTE, CTYPE_COMPUTE>;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<std::is_same_v<CTYPE_COMMON, float>, bool> = true>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_same_as_common(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
 std::enable_if_t<std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_same_as_common(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_THREE_TYPES(
 Float, Half, BFloat16, t.scalar_type(), unused, op_name, CTYPE, [&]() {
 result = internal::convert_and_store<CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<!std::is_same_v<CTYPE_COMMON, float>, bool> = true>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_same_as_common(const Tensor& t) {
 return get_store_common_to_tensor_fn_same_as_compute<CTYPE_COMMON, op_name>(
 std::enable_if_t<!std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_same_as_common(const Tensor& t) {
 return get_store_compute_to_tensor_fn_same_as_compute<CTYPE_COMPUTE, op_name>(
 t);
}

Expand All@@ -220,59 +220,64 @@ enum class SupportedTensorDtypes {
 FLOATHBF16,
 INTB,
 BOOL_OR_BYTE,
 // DEPRECATED: not likely to be correct; use SAME_AS_COMMON.
 SAME_AS_COMPUTE,
 SAME_AS_COMMON,
};

namespace internal {

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn(
 const Tensor& t,
 SupportedTensorDtypes dtypes) {
 switch (dtypes) {
 case SupportedTensorDtypes::REALHBBF16:
 return get_load_to_common_fn_realhbbf16<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_realhbbf16<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::REALHBF16:
 return get_load_to_common_fn_realhbf16<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_realhbf16<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::FLOATHBF16:
 return get_load_to_common_fn_realhbf16<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_realhbf16<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::INTB:
 return get_load_to_common_fn_intb<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_intb<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::BOOL_OR_BYTE:
 return get_load_to_common_fn_bool_or_byte<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_bool_or_byte<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMPUTE:
 return get_load_to_common_fn_same_as_compute<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_same_as_compute<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMMON:
 return get_load_to_common_fn_same_as_common<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_same_as_common<CTYPE_COMPUTE, op_name>(t);
 }
 ET_CHECK(false);
 return nullptr;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON> get_store_common_to_tensor_fn(
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE> get_store_compute_to_tensor_fn(
 const Tensor& t,
 SupportedTensorDtypes dtypes) {
 switch (dtypes) {
 case SupportedTensorDtypes::REALHBBF16:
 return get_store_common_to_tensor_fn_realhbbf16<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_realhbbf16<CTYPE_COMPUTE, op_name>(
 t);
 case SupportedTensorDtypes::REALHBF16:
 return get_store_common_to_tensor_fn_realhbf16<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_realhbf16<CTYPE_COMPUTE, op_name>(
 t);
 case SupportedTensorDtypes::FLOATHBF16:
 return get_store_common_to_tensor_fn_floathbf16<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_floathbf16<CTYPE_COMPUTE, op_name>(
 t);
 case SupportedTensorDtypes::INTB:
 return get_store_common_to_tensor_fn_intb<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_intb<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::BOOL_OR_BYTE:
 return get_store_common_to_tensor_fn_bool_or_byte<CTYPE_COMMON, op_name>(
 t);
 return get_store_compute_to_tensor_fn_bool_or_byte<
 CTYPE_COMPUTE,
 op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMPUTE:
 return get_store_common_to_tensor_fn_same_as_compute<
CTYPE_COMMON,
 return get_store_compute_to_tensor_fn_same_as_compute<
CTYPE_COMPUTE,
 op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMMON: {
 return get_store_common_to_tensor_fn_same_as_common<
CTYPE_COMMON,
 return get_store_compute_to_tensor_fn_same_as_common<
CTYPE_COMPUTE,
 op_name>(t);
 }
 }
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Deprecate non-internal elementwise_util APIs#9621

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 Merged

swolchok
merged 2 commits into

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Mar 26, 2025
 Merged


Deprecate non-internal elementwise_util APIs
#9621
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aab3e03

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swolchok Mar 25, 2025
6feb1d5

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swolchok Mar 25, 2025

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2 changes: 1 addition & 1 deletion
kernels/portable/cpu/op_convolution.cpp

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Original file line numberDiff line numberDiff line change
Expand Up@@ -414,7 +414,7 @@ Tensor& convolution_out(

 ET_SWITCH_REALH_TYPES(in.scalar_type(), ctx, name, CTYPE, [&]() {
 const auto load_bias = bias.has_value()
 ? utils::internal::get_load_to_common_fn<CTYPE, name>(
 ? utils::internal::get_load_to_compute_fn<CTYPE, name>(
 bias.value(), utils::SupportedTensorDtypes::REALHBF16)
 : nullptr;
 convolution_wrapper<CTYPE>(
Expand Down

2 changes: 1 addition & 1 deletion
kernels/portable/cpu/op_cumsum.cpp

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -113,7 +113,7 @@ Tensor& cumsum_out(

 ET_SWITCH_REALHBBF16_TYPES(out.scalar_type(), ctx, op_name, CTYPE_OUT, [&] {
 const auto load_self =
 utils::internal::get_load_to_common_fn<CTYPE_OUT, op_name>(
 utils::internal::get_load_to_compute_fn<CTYPE_OUT, op_name>(
 self, utils::SupportedTensorDtypes::REALHBBF16);
 cumsum_tensors<CTYPE_OUT>(self, load_self, dim, out);
 });
Expand Down

201 changes: 103 additions & 98 deletions
kernels/portable/cpu/util/dtype_util.h

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Original file line numberDiff line numberDiff line change
Expand Up@@ -26,189 +26,189 @@ void convert_and_store(From f, void* dst) {
 *reinterpret_cast<To*>(dst) = static_cast<To>(f);
}

template <typename CTYPE_COMMON>
using load_to_common_fn = CTYPE_COMMON (*)(const void*);
template <typename CTYPE_COMPUTE>
using load_to_compute_fn = CTYPE_COMPUTE (*)(const void*);

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_realhbbf16(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_realhbbf16(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_REALHBBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_realhbf16(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_realhbf16(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_REALHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_floathbf16(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_floathbf16(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_FLOATHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_intb(const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_intb(const Tensor& t) {
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_INT_TYPES_AND(
 Bool, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_bool_or_byte(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_bool_or_byte(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_TWO_TYPES(
 Bool, Byte, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_same_as_compute(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_same_as_compute(
 const Tensor& t) {
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMMON>::value;
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMPUTE>::value;
 ET_CHECK_MSG(
 t.scalar_type() == common_scalar_type,
 "Unhandled dtype %s for %s",
 ::executorch::runtime::toString(common_scalar_type),
 op_name);
 return internal::load_and_convert<CTYPE_COMMON, CTYPE_COMMON>;
 return internal::load_and_convert<CTYPE_COMPUTE, CTYPE_COMPUTE>;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<std::is_same_v<CTYPE_COMMON, float>, bool> = true>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_same_as_common(
 std::enable_if_t<std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_same_as_common(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_THREE_TYPES(
 Float, Half, BFloat16, t.scalar_type(), unused, op_name, T, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, T>;
 result = internal::load_and_convert<CTYPE_COMPUTE, T>;
 });
 return result;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<!std::is_same_v<CTYPE_COMMON, float>, bool> = true>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_same_as_common(
 std::enable_if_t<!std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_same_as_common(
 const Tensor& t) {
 return get_load_to_common_fn_same_as_compute<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_same_as_compute<CTYPE_COMPUTE, op_name>(t);
}

template <typename CTYPE_COMMON>
using store_common_to_tensor_fn = void (*)(CTYPE_COMMON, void*);
template <typename CTYPE_COMPUTE>
using store_compute_to_tensor_fn = void (*)(CTYPE_COMPUTE, void*);

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_realhbbf16(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_realhbbf16(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_REALHBBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON> get_store_common_to_tensor_fn_realhbf16(
const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_realhbf16(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_REALHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_floathbf16(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_floathbf16(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_FLOATHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON> get_store_common_to_tensor_fn_intb(
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE> get_store_compute_to_tensor_fn_intb(
 const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_INT_TYPES_AND(
 Bool, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_bool_or_byte(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_bool_or_byte(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_TWO_TYPES(
 Bool, Byte, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_same_as_compute(const Tensor& t) {
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMMON>::value;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_same_as_compute(const Tensor& t) {
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMPUTE>::value;
 ET_CHECK_MSG(
 t.scalar_type() == common_scalar_type,
 "Unhandled dtype %s for %s",
 ::executorch::runtime::toString(common_scalar_type),
 op_name);
 return internal::convert_and_store<CTYPE_COMMON, CTYPE_COMMON>;
 return internal::convert_and_store<CTYPE_COMPUTE, CTYPE_COMPUTE>;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<std::is_same_v<CTYPE_COMMON, float>, bool> = true>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_same_as_common(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
 std::enable_if_t<std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_same_as_common(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_THREE_TYPES(
 Float, Half, BFloat16, t.scalar_type(), unused, op_name, CTYPE, [&]() {
 result = internal::convert_and_store<CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<!std::is_same_v<CTYPE_COMMON, float>, bool> = true>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_same_as_common(const Tensor& t) {
 return get_store_common_to_tensor_fn_same_as_compute<CTYPE_COMMON, op_name>(
 std::enable_if_t<!std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_same_as_common(const Tensor& t) {
 return get_store_compute_to_tensor_fn_same_as_compute<CTYPE_COMPUTE, op_name>(
 t);
}

Expand All@@ -220,59 +220,64 @@ enum class SupportedTensorDtypes {
 FLOATHBF16,
 INTB,
 BOOL_OR_BYTE,
 // DEPRECATED: not likely to be correct; use SAME_AS_COMMON.
 SAME_AS_COMPUTE,
 SAME_AS_COMMON,
};

namespace internal {

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn(
 const Tensor& t,
 SupportedTensorDtypes dtypes) {
 switch (dtypes) {
 case SupportedTensorDtypes::REALHBBF16:
 return get_load_to_common_fn_realhbbf16<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_realhbbf16<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::REALHBF16:
 return get_load_to_common_fn_realhbf16<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_realhbf16<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::FLOATHBF16:
 return get_load_to_common_fn_realhbf16<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_realhbf16<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::INTB:
 return get_load_to_common_fn_intb<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_intb<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::BOOL_OR_BYTE:
 return get_load_to_common_fn_bool_or_byte<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_bool_or_byte<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMPUTE:
 return get_load_to_common_fn_same_as_compute<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_same_as_compute<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMMON:
 return get_load_to_common_fn_same_as_common<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_same_as_common<CTYPE_COMPUTE, op_name>(t);
 }
 ET_CHECK(false);
 return nullptr;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON> get_store_common_to_tensor_fn(
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE> get_store_compute_to_tensor_fn(
 const Tensor& t,
 SupportedTensorDtypes dtypes) {
 switch (dtypes) {
 case SupportedTensorDtypes::REALHBBF16:
 return get_store_common_to_tensor_fn_realhbbf16<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_realhbbf16<CTYPE_COMPUTE, op_name>(
 t);
 case SupportedTensorDtypes::REALHBF16:
 return get_store_common_to_tensor_fn_realhbf16<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_realhbf16<CTYPE_COMPUTE, op_name>(
 t);
 case SupportedTensorDtypes::FLOATHBF16:
 return get_store_common_to_tensor_fn_floathbf16<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_floathbf16<CTYPE_COMPUTE, op_name>(
 t);
 case SupportedTensorDtypes::INTB:
 return get_store_common_to_tensor_fn_intb<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_intb<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::BOOL_OR_BYTE:
 return get_store_common_to_tensor_fn_bool_or_byte<CTYPE_COMMON, op_name>(
 t);
 return get_store_compute_to_tensor_fn_bool_or_byte<
 CTYPE_COMPUTE,
 op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMPUTE:
 return get_store_common_to_tensor_fn_same_as_compute<
CTYPE_COMMON,
 return get_store_compute_to_tensor_fn_same_as_compute<
CTYPE_COMPUTE,
 op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMMON: {
 return get_store_common_to_tensor_fn_same_as_common<
CTYPE_COMMON,
 return get_store_compute_to_tensor_fn_same_as_common<
CTYPE_COMPUTE,
 op_name>(t);
 }
 }
Expand Down
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if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
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Deprecate non-internal elementwise_util APIs#9621

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 Merged

swolchok
merged 2 commits into

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Mar 26, 2025
 Merged


Deprecate non-internal elementwise_util APIs
#9621
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aab3e03

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swolchok Mar 25, 2025
6feb1d5

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swolchok Mar 25, 2025

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2 changes: 1 addition & 1 deletion
kernels/portable/cpu/op_convolution.cpp

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Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -414,7 +414,7 @@ Tensor& convolution_out(

 ET_SWITCH_REALH_TYPES(in.scalar_type(), ctx, name, CTYPE, [&]() {
 const auto load_bias = bias.has_value()
 ? utils::internal::get_load_to_common_fn<CTYPE, name>(
 ? utils::internal::get_load_to_compute_fn<CTYPE, name>(
 bias.value(), utils::SupportedTensorDtypes::REALHBF16)
 : nullptr;
 convolution_wrapper<CTYPE>(
Expand Down

2 changes: 1 addition & 1 deletion
kernels/portable/cpu/op_cumsum.cpp

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -113,7 +113,7 @@ Tensor& cumsum_out(

 ET_SWITCH_REALHBBF16_TYPES(out.scalar_type(), ctx, op_name, CTYPE_OUT, [&] {
 const auto load_self =
 utils::internal::get_load_to_common_fn<CTYPE_OUT, op_name>(
 utils::internal::get_load_to_compute_fn<CTYPE_OUT, op_name>(
 self, utils::SupportedTensorDtypes::REALHBBF16);
 cumsum_tensors<CTYPE_OUT>(self, load_self, dim, out);
 });
Expand Down

201 changes: 103 additions & 98 deletions
kernels/portable/cpu/util/dtype_util.h

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Original file line numberDiff line numberDiff line change
Expand Up@@ -26,189 +26,189 @@ void convert_and_store(From f, void* dst) {
 *reinterpret_cast<To*>(dst) = static_cast<To>(f);
}

template <typename CTYPE_COMMON>
using load_to_common_fn = CTYPE_COMMON (*)(const void*);
template <typename CTYPE_COMPUTE>
using load_to_compute_fn = CTYPE_COMPUTE (*)(const void*);

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_realhbbf16(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_realhbbf16(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_REALHBBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_realhbf16(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_realhbf16(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_REALHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_floathbf16(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_floathbf16(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_FLOATHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_intb(const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_intb(const Tensor& t) {
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_INT_TYPES_AND(
 Bool, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_bool_or_byte(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_bool_or_byte(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_TWO_TYPES(
 Bool, Byte, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_same_as_compute(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_same_as_compute(
 const Tensor& t) {
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMMON>::value;
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMPUTE>::value;
 ET_CHECK_MSG(
 t.scalar_type() == common_scalar_type,
 "Unhandled dtype %s for %s",
 ::executorch::runtime::toString(common_scalar_type),
 op_name);
 return internal::load_and_convert<CTYPE_COMMON, CTYPE_COMMON>;
 return internal::load_and_convert<CTYPE_COMPUTE, CTYPE_COMPUTE>;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<std::is_same_v<CTYPE_COMMON, float>, bool> = true>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_same_as_common(
 std::enable_if_t<std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_same_as_common(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_THREE_TYPES(
 Float, Half, BFloat16, t.scalar_type(), unused, op_name, T, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, T>;
 result = internal::load_and_convert<CTYPE_COMPUTE, T>;
 });
 return result;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<!std::is_same_v<CTYPE_COMMON, float>, bool> = true>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_same_as_common(
 std::enable_if_t<!std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_same_as_common(
 const Tensor& t) {
 return get_load_to_common_fn_same_as_compute<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_same_as_compute<CTYPE_COMPUTE, op_name>(t);
}

template <typename CTYPE_COMMON>
using store_common_to_tensor_fn = void (*)(CTYPE_COMMON, void*);
template <typename CTYPE_COMPUTE>
using store_compute_to_tensor_fn = void (*)(CTYPE_COMPUTE, void*);

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_realhbbf16(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_realhbbf16(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_REALHBBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON> get_store_common_to_tensor_fn_realhbf16(
const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_realhbf16(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_REALHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_floathbf16(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_floathbf16(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_FLOATHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON> get_store_common_to_tensor_fn_intb(
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE> get_store_compute_to_tensor_fn_intb(
 const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_INT_TYPES_AND(
 Bool, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_bool_or_byte(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_bool_or_byte(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_TWO_TYPES(
 Bool, Byte, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_same_as_compute(const Tensor& t) {
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMMON>::value;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_same_as_compute(const Tensor& t) {
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMPUTE>::value;
 ET_CHECK_MSG(
 t.scalar_type() == common_scalar_type,
 "Unhandled dtype %s for %s",
 ::executorch::runtime::toString(common_scalar_type),
 op_name);
 return internal::convert_and_store<CTYPE_COMMON, CTYPE_COMMON>;
 return internal::convert_and_store<CTYPE_COMPUTE, CTYPE_COMPUTE>;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<std::is_same_v<CTYPE_COMMON, float>, bool> = true>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_same_as_common(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
 std::enable_if_t<std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_same_as_common(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_THREE_TYPES(
 Float, Half, BFloat16, t.scalar_type(), unused, op_name, CTYPE, [&]() {
 result = internal::convert_and_store<CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<!std::is_same_v<CTYPE_COMMON, float>, bool> = true>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_same_as_common(const Tensor& t) {
 return get_store_common_to_tensor_fn_same_as_compute<CTYPE_COMMON, op_name>(
 std::enable_if_t<!std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_same_as_common(const Tensor& t) {
 return get_store_compute_to_tensor_fn_same_as_compute<CTYPE_COMPUTE, op_name>(
 t);
}

Expand All@@ -220,59 +220,64 @@ enum class SupportedTensorDtypes {
 FLOATHBF16,
 INTB,
 BOOL_OR_BYTE,
 // DEPRECATED: not likely to be correct; use SAME_AS_COMMON.
 SAME_AS_COMPUTE,
 SAME_AS_COMMON,
};

namespace internal {

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn(
 const Tensor& t,
 SupportedTensorDtypes dtypes) {
 switch (dtypes) {
 case SupportedTensorDtypes::REALHBBF16:
 return get_load_to_common_fn_realhbbf16<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_realhbbf16<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::REALHBF16:
 return get_load_to_common_fn_realhbf16<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_realhbf16<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::FLOATHBF16:
 return get_load_to_common_fn_realhbf16<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_realhbf16<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::INTB:
 return get_load_to_common_fn_intb<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_intb<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::BOOL_OR_BYTE:
 return get_load_to_common_fn_bool_or_byte<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_bool_or_byte<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMPUTE:
 return get_load_to_common_fn_same_as_compute<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_same_as_compute<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMMON:
 return get_load_to_common_fn_same_as_common<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_same_as_common<CTYPE_COMPUTE, op_name>(t);
 }
 ET_CHECK(false);
 return nullptr;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON> get_store_common_to_tensor_fn(
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE> get_store_compute_to_tensor_fn(
 const Tensor& t,
 SupportedTensorDtypes dtypes) {
 switch (dtypes) {
 case SupportedTensorDtypes::REALHBBF16:
 return get_store_common_to_tensor_fn_realhbbf16<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_realhbbf16<CTYPE_COMPUTE, op_name>(
 t);
 case SupportedTensorDtypes::REALHBF16:
 return get_store_common_to_tensor_fn_realhbf16<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_realhbf16<CTYPE_COMPUTE, op_name>(
 t);
 case SupportedTensorDtypes::FLOATHBF16:
 return get_store_common_to_tensor_fn_floathbf16<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_floathbf16<CTYPE_COMPUTE, op_name>(
 t);
 case SupportedTensorDtypes::INTB:
 return get_store_common_to_tensor_fn_intb<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_intb<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::BOOL_OR_BYTE:
 return get_store_common_to_tensor_fn_bool_or_byte<CTYPE_COMMON, op_name>(
 t);
 return get_store_compute_to_tensor_fn_bool_or_byte<
 CTYPE_COMPUTE,
 op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMPUTE:
 return get_store_common_to_tensor_fn_same_as_compute<
CTYPE_COMMON,
 return get_store_compute_to_tensor_fn_same_as_compute<
CTYPE_COMPUTE,
 op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMMON: {
 return get_store_common_to_tensor_fn_same_as_common<
CTYPE_COMMON,
 return get_store_compute_to_tensor_fn_same_as_common<
CTYPE_COMPUTE,
 op_name>(t);
 }
 }
Expand Down
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if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
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Deprecate non-internal elementwise_util APIs#9621

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 Merged

swolchok
merged 2 commits into

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Mar 26, 2025
 Merged


Deprecate non-internal elementwise_util APIs
#9621
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aab3e03

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swolchok Mar 25, 2025
6feb1d5

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swolchok Mar 25, 2025

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2 changes: 1 addition & 1 deletion
kernels/portable/cpu/op_convolution.cpp

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -414,7 +414,7 @@ Tensor& convolution_out(

 ET_SWITCH_REALH_TYPES(in.scalar_type(), ctx, name, CTYPE, [&]() {
 const auto load_bias = bias.has_value()
 ? utils::internal::get_load_to_common_fn<CTYPE, name>(
 ? utils::internal::get_load_to_compute_fn<CTYPE, name>(
 bias.value(), utils::SupportedTensorDtypes::REALHBF16)
 : nullptr;
 convolution_wrapper<CTYPE>(
Expand Down

2 changes: 1 addition & 1 deletion
kernels/portable/cpu/op_cumsum.cpp

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -113,7 +113,7 @@ Tensor& cumsum_out(

 ET_SWITCH_REALHBBF16_TYPES(out.scalar_type(), ctx, op_name, CTYPE_OUT, [&] {
 const auto load_self =
 utils::internal::get_load_to_common_fn<CTYPE_OUT, op_name>(
 utils::internal::get_load_to_compute_fn<CTYPE_OUT, op_name>(
 self, utils::SupportedTensorDtypes::REALHBBF16);
 cumsum_tensors<CTYPE_OUT>(self, load_self, dim, out);
 });
Expand Down

201 changes: 103 additions & 98 deletions
kernels/portable/cpu/util/dtype_util.h

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Original file line numberDiff line numberDiff line change
Expand Up@@ -26,189 +26,189 @@ void convert_and_store(From f, void* dst) {
 *reinterpret_cast<To*>(dst) = static_cast<To>(f);
}

template <typename CTYPE_COMMON>
using load_to_common_fn = CTYPE_COMMON (*)(const void*);
template <typename CTYPE_COMPUTE>
using load_to_compute_fn = CTYPE_COMPUTE (*)(const void*);

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_realhbbf16(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_realhbbf16(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_REALHBBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_realhbf16(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_realhbf16(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_REALHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_floathbf16(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_floathbf16(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_FLOATHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_intb(const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_intb(const Tensor& t) {
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_INT_TYPES_AND(
 Bool, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_bool_or_byte(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_bool_or_byte(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_TWO_TYPES(
 Bool, Byte, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_same_as_compute(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_same_as_compute(
 const Tensor& t) {
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMMON>::value;
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMPUTE>::value;
 ET_CHECK_MSG(
 t.scalar_type() == common_scalar_type,
 "Unhandled dtype %s for %s",
 ::executorch::runtime::toString(common_scalar_type),
 op_name);
 return internal::load_and_convert<CTYPE_COMMON, CTYPE_COMMON>;
 return internal::load_and_convert<CTYPE_COMPUTE, CTYPE_COMPUTE>;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<std::is_same_v<CTYPE_COMMON, float>, bool> = true>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_same_as_common(
 std::enable_if_t<std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_same_as_common(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_THREE_TYPES(
 Float, Half, BFloat16, t.scalar_type(), unused, op_name, T, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, T>;
 result = internal::load_and_convert<CTYPE_COMPUTE, T>;
 });
 return result;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<!std::is_same_v<CTYPE_COMMON, float>, bool> = true>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_same_as_common(
 std::enable_if_t<!std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_same_as_common(
 const Tensor& t) {
 return get_load_to_common_fn_same_as_compute<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_same_as_compute<CTYPE_COMPUTE, op_name>(t);
}

template <typename CTYPE_COMMON>
using store_common_to_tensor_fn = void (*)(CTYPE_COMMON, void*);
template <typename CTYPE_COMPUTE>
using store_compute_to_tensor_fn = void (*)(CTYPE_COMPUTE, void*);

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_realhbbf16(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_realhbbf16(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_REALHBBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON> get_store_common_to_tensor_fn_realhbf16(
const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_realhbf16(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_REALHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_floathbf16(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_floathbf16(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_FLOATHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON> get_store_common_to_tensor_fn_intb(
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE> get_store_compute_to_tensor_fn_intb(
 const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_INT_TYPES_AND(
 Bool, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_bool_or_byte(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_bool_or_byte(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_TWO_TYPES(
 Bool, Byte, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_same_as_compute(const Tensor& t) {
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMMON>::value;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_same_as_compute(const Tensor& t) {
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMPUTE>::value;
 ET_CHECK_MSG(
 t.scalar_type() == common_scalar_type,
 "Unhandled dtype %s for %s",
 ::executorch::runtime::toString(common_scalar_type),
 op_name);
 return internal::convert_and_store<CTYPE_COMMON, CTYPE_COMMON>;
 return internal::convert_and_store<CTYPE_COMPUTE, CTYPE_COMPUTE>;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<std::is_same_v<CTYPE_COMMON, float>, bool> = true>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_same_as_common(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
 std::enable_if_t<std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_same_as_common(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_THREE_TYPES(
 Float, Half, BFloat16, t.scalar_type(), unused, op_name, CTYPE, [&]() {
 result = internal::convert_and_store<CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<!std::is_same_v<CTYPE_COMMON, float>, bool> = true>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_same_as_common(const Tensor& t) {
 return get_store_common_to_tensor_fn_same_as_compute<CTYPE_COMMON, op_name>(
 std::enable_if_t<!std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_same_as_common(const Tensor& t) {
 return get_store_compute_to_tensor_fn_same_as_compute<CTYPE_COMPUTE, op_name>(
 t);
}

Expand All@@ -220,59 +220,64 @@ enum class SupportedTensorDtypes {
 FLOATHBF16,
 INTB,
 BOOL_OR_BYTE,
 // DEPRECATED: not likely to be correct; use SAME_AS_COMMON.
 SAME_AS_COMPUTE,
 SAME_AS_COMMON,
};

namespace internal {

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn(
 const Tensor& t,
 SupportedTensorDtypes dtypes) {
 switch (dtypes) {
 case SupportedTensorDtypes::REALHBBF16:
 return get_load_to_common_fn_realhbbf16<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_realhbbf16<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::REALHBF16:
 return get_load_to_common_fn_realhbf16<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_realhbf16<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::FLOATHBF16:
 return get_load_to_common_fn_realhbf16<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_realhbf16<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::INTB:
 return get_load_to_common_fn_intb<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_intb<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::BOOL_OR_BYTE:
 return get_load_to_common_fn_bool_or_byte<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_bool_or_byte<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMPUTE:
 return get_load_to_common_fn_same_as_compute<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_same_as_compute<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMMON:
 return get_load_to_common_fn_same_as_common<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_same_as_common<CTYPE_COMPUTE, op_name>(t);
 }
 ET_CHECK(false);
 return nullptr;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON> get_store_common_to_tensor_fn(
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE> get_store_compute_to_tensor_fn(
 const Tensor& t,
 SupportedTensorDtypes dtypes) {
 switch (dtypes) {
 case SupportedTensorDtypes::REALHBBF16:
 return get_store_common_to_tensor_fn_realhbbf16<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_realhbbf16<CTYPE_COMPUTE, op_name>(
 t);
 case SupportedTensorDtypes::REALHBF16:
 return get_store_common_to_tensor_fn_realhbf16<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_realhbf16<CTYPE_COMPUTE, op_name>(
 t);
 case SupportedTensorDtypes::FLOATHBF16:
 return get_store_common_to_tensor_fn_floathbf16<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_floathbf16<CTYPE_COMPUTE, op_name>(
 t);
 case SupportedTensorDtypes::INTB:
 return get_store_common_to_tensor_fn_intb<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_intb<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::BOOL_OR_BYTE:
 return get_store_common_to_tensor_fn_bool_or_byte<CTYPE_COMMON, op_name>(
 t);
 return get_store_compute_to_tensor_fn_bool_or_byte<
 CTYPE_COMPUTE,
 op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMPUTE:
 return get_store_common_to_tensor_fn_same_as_compute<
CTYPE_COMMON,
 return get_store_compute_to_tensor_fn_same_as_compute<
CTYPE_COMPUTE,
 op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMMON: {
 return get_store_common_to_tensor_fn_same_as_common<
CTYPE_COMMON,
 return get_store_compute_to_tensor_fn_same_as_common<
CTYPE_COMPUTE,
 op_name>(t);
 }
 }
Expand Down
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Deprecate non-internal elementwise_util APIs#9621

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 Merged

swolchok
merged 2 commits into

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Mar 26, 2025
 Merged


Deprecate non-internal elementwise_util APIs
#9621
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aab3e03

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swolchok Mar 25, 2025
6feb1d5

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swolchok Mar 25, 2025

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2 changes: 1 addition & 1 deletion
kernels/portable/cpu/op_convolution.cpp

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Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -414,7 +414,7 @@ Tensor& convolution_out(

 ET_SWITCH_REALH_TYPES(in.scalar_type(), ctx, name, CTYPE, [&]() {
 const auto load_bias = bias.has_value()
 ? utils::internal::get_load_to_common_fn<CTYPE, name>(
 ? utils::internal::get_load_to_compute_fn<CTYPE, name>(
 bias.value(), utils::SupportedTensorDtypes::REALHBF16)
 : nullptr;
 convolution_wrapper<CTYPE>(
Expand Down

2 changes: 1 addition & 1 deletion
kernels/portable/cpu/op_cumsum.cpp

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -113,7 +113,7 @@ Tensor& cumsum_out(

 ET_SWITCH_REALHBBF16_TYPES(out.scalar_type(), ctx, op_name, CTYPE_OUT, [&] {
 const auto load_self =
 utils::internal::get_load_to_common_fn<CTYPE_OUT, op_name>(
 utils::internal::get_load_to_compute_fn<CTYPE_OUT, op_name>(
 self, utils::SupportedTensorDtypes::REALHBBF16);
 cumsum_tensors<CTYPE_OUT>(self, load_self, dim, out);
 });
Expand Down

201 changes: 103 additions & 98 deletions
kernels/portable/cpu/util/dtype_util.h

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Original file line numberDiff line numberDiff line change
Expand Up@@ -26,189 +26,189 @@ void convert_and_store(From f, void* dst) {
 *reinterpret_cast<To*>(dst) = static_cast<To>(f);
}

template <typename CTYPE_COMMON>
using load_to_common_fn = CTYPE_COMMON (*)(const void*);
template <typename CTYPE_COMPUTE>
using load_to_compute_fn = CTYPE_COMPUTE (*)(const void*);

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_realhbbf16(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_realhbbf16(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_REALHBBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_realhbf16(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_realhbf16(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_REALHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_floathbf16(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_floathbf16(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_FLOATHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_intb(const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_intb(const Tensor& t) {
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_INT_TYPES_AND(
 Bool, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_bool_or_byte(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_bool_or_byte(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_TWO_TYPES(
 Bool, Byte, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_same_as_compute(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_same_as_compute(
 const Tensor& t) {
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMMON>::value;
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMPUTE>::value;
 ET_CHECK_MSG(
 t.scalar_type() == common_scalar_type,
 "Unhandled dtype %s for %s",
 ::executorch::runtime::toString(common_scalar_type),
 op_name);
 return internal::load_and_convert<CTYPE_COMMON, CTYPE_COMMON>;
 return internal::load_and_convert<CTYPE_COMPUTE, CTYPE_COMPUTE>;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<std::is_same_v<CTYPE_COMMON, float>, bool> = true>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_same_as_common(
 std::enable_if_t<std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_same_as_common(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_THREE_TYPES(
 Float, Half, BFloat16, t.scalar_type(), unused, op_name, T, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, T>;
 result = internal::load_and_convert<CTYPE_COMPUTE, T>;
 });
 return result;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<!std::is_same_v<CTYPE_COMMON, float>, bool> = true>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_same_as_common(
 std::enable_if_t<!std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_same_as_common(
 const Tensor& t) {
 return get_load_to_common_fn_same_as_compute<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_same_as_compute<CTYPE_COMPUTE, op_name>(t);
}

template <typename CTYPE_COMMON>
using store_common_to_tensor_fn = void (*)(CTYPE_COMMON, void*);
template <typename CTYPE_COMPUTE>
using store_compute_to_tensor_fn = void (*)(CTYPE_COMPUTE, void*);

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_realhbbf16(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_realhbbf16(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_REALHBBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON> get_store_common_to_tensor_fn_realhbf16(
const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_realhbf16(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_REALHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_floathbf16(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_floathbf16(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_FLOATHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON> get_store_common_to_tensor_fn_intb(
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE> get_store_compute_to_tensor_fn_intb(
 const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_INT_TYPES_AND(
 Bool, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_bool_or_byte(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_bool_or_byte(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_TWO_TYPES(
 Bool, Byte, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_same_as_compute(const Tensor& t) {
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMMON>::value;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_same_as_compute(const Tensor& t) {
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMPUTE>::value;
 ET_CHECK_MSG(
 t.scalar_type() == common_scalar_type,
 "Unhandled dtype %s for %s",
 ::executorch::runtime::toString(common_scalar_type),
 op_name);
 return internal::convert_and_store<CTYPE_COMMON, CTYPE_COMMON>;
 return internal::convert_and_store<CTYPE_COMPUTE, CTYPE_COMPUTE>;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<std::is_same_v<CTYPE_COMMON, float>, bool> = true>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_same_as_common(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
 std::enable_if_t<std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_same_as_common(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_THREE_TYPES(
 Float, Half, BFloat16, t.scalar_type(), unused, op_name, CTYPE, [&]() {
 result = internal::convert_and_store<CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<!std::is_same_v<CTYPE_COMMON, float>, bool> = true>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_same_as_common(const Tensor& t) {
 return get_store_common_to_tensor_fn_same_as_compute<CTYPE_COMMON, op_name>(
 std::enable_if_t<!std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_same_as_common(const Tensor& t) {
 return get_store_compute_to_tensor_fn_same_as_compute<CTYPE_COMPUTE, op_name>(
 t);
}

Expand All@@ -220,59 +220,64 @@ enum class SupportedTensorDtypes {
 FLOATHBF16,
 INTB,
 BOOL_OR_BYTE,
 // DEPRECATED: not likely to be correct; use SAME_AS_COMMON.
 SAME_AS_COMPUTE,
 SAME_AS_COMMON,
};

namespace internal {

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn(
 const Tensor& t,
 SupportedTensorDtypes dtypes) {
 switch (dtypes) {
 case SupportedTensorDtypes::REALHBBF16:
 return get_load_to_common_fn_realhbbf16<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_realhbbf16<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::REALHBF16:
 return get_load_to_common_fn_realhbf16<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_realhbf16<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::FLOATHBF16:
 return get_load_to_common_fn_realhbf16<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_realhbf16<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::INTB:
 return get_load_to_common_fn_intb<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_intb<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::BOOL_OR_BYTE:
 return get_load_to_common_fn_bool_or_byte<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_bool_or_byte<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMPUTE:
 return get_load_to_common_fn_same_as_compute<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_same_as_compute<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMMON:
 return get_load_to_common_fn_same_as_common<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_same_as_common<CTYPE_COMPUTE, op_name>(t);
 }
 ET_CHECK(false);
 return nullptr;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON> get_store_common_to_tensor_fn(
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE> get_store_compute_to_tensor_fn(
 const Tensor& t,
 SupportedTensorDtypes dtypes) {
 switch (dtypes) {
 case SupportedTensorDtypes::REALHBBF16:
 return get_store_common_to_tensor_fn_realhbbf16<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_realhbbf16<CTYPE_COMPUTE, op_name>(
 t);
 case SupportedTensorDtypes::REALHBF16:
 return get_store_common_to_tensor_fn_realhbf16<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_realhbf16<CTYPE_COMPUTE, op_name>(
 t);
 case SupportedTensorDtypes::FLOATHBF16:
 return get_store_common_to_tensor_fn_floathbf16<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_floathbf16<CTYPE_COMPUTE, op_name>(
 t);
 case SupportedTensorDtypes::INTB:
 return get_store_common_to_tensor_fn_intb<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_intb<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::BOOL_OR_BYTE:
 return get_store_common_to_tensor_fn_bool_or_byte<CTYPE_COMMON, op_name>(
 t);
 return get_store_compute_to_tensor_fn_bool_or_byte<
 CTYPE_COMPUTE,
 op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMPUTE:
 return get_store_common_to_tensor_fn_same_as_compute<
CTYPE_COMMON,
 return get_store_compute_to_tensor_fn_same_as_compute<
CTYPE_COMPUTE,
 op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMMON: {
 return get_store_common_to_tensor_fn_same_as_common<
CTYPE_COMMON,
 return get_store_compute_to_tensor_fn_same_as_common<
CTYPE_COMPUTE,
 op_name>(t);
 }
 }
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Deprecate non-internal elementwise_util APIs#9621

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 Merged

swolchok
merged 2 commits into

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Mar 26, 2025
 Merged


Deprecate non-internal elementwise_util APIs
#9621
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aab3e03

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swolchok Mar 25, 2025
6feb1d5

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swolchok Mar 25, 2025

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2 changes: 1 addition & 1 deletion
kernels/portable/cpu/op_convolution.cpp

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Original file line numberDiff line numberDiff line change
Expand Up@@ -414,7 +414,7 @@ Tensor& convolution_out(

 ET_SWITCH_REALH_TYPES(in.scalar_type(), ctx, name, CTYPE, [&]() {
 const auto load_bias = bias.has_value()
 ? utils::internal::get_load_to_common_fn<CTYPE, name>(
 ? utils::internal::get_load_to_compute_fn<CTYPE, name>(
 bias.value(), utils::SupportedTensorDtypes::REALHBF16)
 : nullptr;
 convolution_wrapper<CTYPE>(
Expand Down

2 changes: 1 addition & 1 deletion
kernels/portable/cpu/op_cumsum.cpp

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Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -113,7 +113,7 @@ Tensor& cumsum_out(

 ET_SWITCH_REALHBBF16_TYPES(out.scalar_type(), ctx, op_name, CTYPE_OUT, [&] {
 const auto load_self =
 utils::internal::get_load_to_common_fn<CTYPE_OUT, op_name>(
 utils::internal::get_load_to_compute_fn<CTYPE_OUT, op_name>(
 self, utils::SupportedTensorDtypes::REALHBBF16);
 cumsum_tensors<CTYPE_OUT>(self, load_self, dim, out);
 });
Expand Down

201 changes: 103 additions & 98 deletions
kernels/portable/cpu/util/dtype_util.h

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Original file line numberDiff line numberDiff line change
Expand Up@@ -26,189 +26,189 @@ void convert_and_store(From f, void* dst) {
 *reinterpret_cast<To*>(dst) = static_cast<To>(f);
}

template <typename CTYPE_COMMON>
using load_to_common_fn = CTYPE_COMMON (*)(const void*);
template <typename CTYPE_COMPUTE>
using load_to_compute_fn = CTYPE_COMPUTE (*)(const void*);

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_realhbbf16(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_realhbbf16(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_REALHBBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_realhbf16(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_realhbf16(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_REALHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_floathbf16(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_floathbf16(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_FLOATHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_intb(const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_intb(const Tensor& t) {
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_INT_TYPES_AND(
 Bool, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_bool_or_byte(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_bool_or_byte(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_TWO_TYPES(
 Bool, Byte, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_same_as_compute(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_same_as_compute(
 const Tensor& t) {
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMMON>::value;
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMPUTE>::value;
 ET_CHECK_MSG(
 t.scalar_type() == common_scalar_type,
 "Unhandled dtype %s for %s",
 ::executorch::runtime::toString(common_scalar_type),
 op_name);
 return internal::load_and_convert<CTYPE_COMMON, CTYPE_COMMON>;
 return internal::load_and_convert<CTYPE_COMPUTE, CTYPE_COMPUTE>;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<std::is_same_v<CTYPE_COMMON, float>, bool> = true>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_same_as_common(
 std::enable_if_t<std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_same_as_common(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_THREE_TYPES(
 Float, Half, BFloat16, t.scalar_type(), unused, op_name, T, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, T>;
 result = internal::load_and_convert<CTYPE_COMPUTE, T>;
 });
 return result;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<!std::is_same_v<CTYPE_COMMON, float>, bool> = true>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_same_as_common(
 std::enable_if_t<!std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_same_as_common(
 const Tensor& t) {
 return get_load_to_common_fn_same_as_compute<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_same_as_compute<CTYPE_COMPUTE, op_name>(t);
}

template <typename CTYPE_COMMON>
using store_common_to_tensor_fn = void (*)(CTYPE_COMMON, void*);
template <typename CTYPE_COMPUTE>
using store_compute_to_tensor_fn = void (*)(CTYPE_COMPUTE, void*);

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_realhbbf16(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_realhbbf16(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_REALHBBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON> get_store_common_to_tensor_fn_realhbf16(
const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_realhbf16(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_REALHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_floathbf16(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_floathbf16(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_FLOATHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON> get_store_common_to_tensor_fn_intb(
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE> get_store_compute_to_tensor_fn_intb(
 const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_INT_TYPES_AND(
 Bool, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_bool_or_byte(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_bool_or_byte(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_TWO_TYPES(
 Bool, Byte, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_same_as_compute(const Tensor& t) {
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMMON>::value;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_same_as_compute(const Tensor& t) {
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMPUTE>::value;
 ET_CHECK_MSG(
 t.scalar_type() == common_scalar_type,
 "Unhandled dtype %s for %s",
 ::executorch::runtime::toString(common_scalar_type),
 op_name);
 return internal::convert_and_store<CTYPE_COMMON, CTYPE_COMMON>;
 return internal::convert_and_store<CTYPE_COMPUTE, CTYPE_COMPUTE>;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<std::is_same_v<CTYPE_COMMON, float>, bool> = true>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_same_as_common(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
 std::enable_if_t<std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_same_as_common(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_THREE_TYPES(
 Float, Half, BFloat16, t.scalar_type(), unused, op_name, CTYPE, [&]() {
 result = internal::convert_and_store<CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<!std::is_same_v<CTYPE_COMMON, float>, bool> = true>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_same_as_common(const Tensor& t) {
 return get_store_common_to_tensor_fn_same_as_compute<CTYPE_COMMON, op_name>(
 std::enable_if_t<!std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_same_as_common(const Tensor& t) {
 return get_store_compute_to_tensor_fn_same_as_compute<CTYPE_COMPUTE, op_name>(
 t);
}

Expand All@@ -220,59 +220,64 @@ enum class SupportedTensorDtypes {
 FLOATHBF16,
 INTB,
 BOOL_OR_BYTE,
 // DEPRECATED: not likely to be correct; use SAME_AS_COMMON.
 SAME_AS_COMPUTE,
 SAME_AS_COMMON,
};

namespace internal {

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn(
 const Tensor& t,
 SupportedTensorDtypes dtypes) {
 switch (dtypes) {
 case SupportedTensorDtypes::REALHBBF16:
 return get_load_to_common_fn_realhbbf16<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_realhbbf16<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::REALHBF16:
 return get_load_to_common_fn_realhbf16<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_realhbf16<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::FLOATHBF16:
 return get_load_to_common_fn_realhbf16<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_realhbf16<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::INTB:
 return get_load_to_common_fn_intb<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_intb<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::BOOL_OR_BYTE:
 return get_load_to_common_fn_bool_or_byte<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_bool_or_byte<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMPUTE:
 return get_load_to_common_fn_same_as_compute<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_same_as_compute<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMMON:
 return get_load_to_common_fn_same_as_common<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_same_as_common<CTYPE_COMPUTE, op_name>(t);
 }
 ET_CHECK(false);
 return nullptr;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON> get_store_common_to_tensor_fn(
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE> get_store_compute_to_tensor_fn(
 const Tensor& t,
 SupportedTensorDtypes dtypes) {
 switch (dtypes) {
 case SupportedTensorDtypes::REALHBBF16:
 return get_store_common_to_tensor_fn_realhbbf16<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_realhbbf16<CTYPE_COMPUTE, op_name>(
 t);
 case SupportedTensorDtypes::REALHBF16:
 return get_store_common_to_tensor_fn_realhbf16<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_realhbf16<CTYPE_COMPUTE, op_name>(
 t);
 case SupportedTensorDtypes::FLOATHBF16:
 return get_store_common_to_tensor_fn_floathbf16<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_floathbf16<CTYPE_COMPUTE, op_name>(
 t);
 case SupportedTensorDtypes::INTB:
 return get_store_common_to_tensor_fn_intb<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_intb<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::BOOL_OR_BYTE:
 return get_store_common_to_tensor_fn_bool_or_byte<CTYPE_COMMON, op_name>(
 t);
 return get_store_compute_to_tensor_fn_bool_or_byte<
 CTYPE_COMPUTE,
 op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMPUTE:
 return get_store_common_to_tensor_fn_same_as_compute<
CTYPE_COMMON,
 return get_store_compute_to_tensor_fn_same_as_compute<
CTYPE_COMPUTE,
 op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMMON: {
 return get_store_common_to_tensor_fn_same_as_common<
CTYPE_COMMON,
 return get_store_compute_to_tensor_fn_same_as_common<
CTYPE_COMPUTE,
 op_name>(t);
 }
 }
Expand Down
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

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Deprecate non-internal elementwise_util APIs#9621

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 Merged

swolchok
merged 2 commits into

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Mar 26, 2025
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Deprecate non-internal elementwise_util APIs
#9621
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aab3e03

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swolchok Mar 25, 2025
6feb1d5

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swolchok Mar 25, 2025

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2 changes: 1 addition & 1 deletion
kernels/portable/cpu/op_convolution.cpp

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Original file line numberDiff line numberDiff line change
Expand Up@@ -414,7 +414,7 @@ Tensor& convolution_out(

 ET_SWITCH_REALH_TYPES(in.scalar_type(), ctx, name, CTYPE, [&]() {
 const auto load_bias = bias.has_value()
 ? utils::internal::get_load_to_common_fn<CTYPE, name>(
 ? utils::internal::get_load_to_compute_fn<CTYPE, name>(
 bias.value(), utils::SupportedTensorDtypes::REALHBF16)
 : nullptr;
 convolution_wrapper<CTYPE>(
Expand Down

2 changes: 1 addition & 1 deletion
kernels/portable/cpu/op_cumsum.cpp

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Original file line numberDiff line numberDiff line change
Expand Up@@ -113,7 +113,7 @@ Tensor& cumsum_out(

 ET_SWITCH_REALHBBF16_TYPES(out.scalar_type(), ctx, op_name, CTYPE_OUT, [&] {
 const auto load_self =
 utils::internal::get_load_to_common_fn<CTYPE_OUT, op_name>(
 utils::internal::get_load_to_compute_fn<CTYPE_OUT, op_name>(
 self, utils::SupportedTensorDtypes::REALHBBF16);
 cumsum_tensors<CTYPE_OUT>(self, load_self, dim, out);
 });
Expand Down

201 changes: 103 additions & 98 deletions
kernels/portable/cpu/util/dtype_util.h

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Original file line numberDiff line numberDiff line change
Expand Up@@ -26,189 +26,189 @@ void convert_and_store(From f, void* dst) {
 *reinterpret_cast<To*>(dst) = static_cast<To>(f);
}

template <typename CTYPE_COMMON>
using load_to_common_fn = CTYPE_COMMON (*)(const void*);
template <typename CTYPE_COMPUTE>
using load_to_compute_fn = CTYPE_COMPUTE (*)(const void*);

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_realhbbf16(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_realhbbf16(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_REALHBBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_realhbf16(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_realhbf16(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_REALHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_floathbf16(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_floathbf16(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_FLOATHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_intb(const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_intb(const Tensor& t) {
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_INT_TYPES_AND(
 Bool, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_bool_or_byte(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_bool_or_byte(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_TWO_TYPES(
 Bool, Byte, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, TENSOR_CTYPE>;
 result = internal::load_and_convert<CTYPE_COMPUTE, TENSOR_CTYPE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_same_as_compute(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_same_as_compute(
 const Tensor& t) {
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMMON>::value;
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMPUTE>::value;
 ET_CHECK_MSG(
 t.scalar_type() == common_scalar_type,
 "Unhandled dtype %s for %s",
 ::executorch::runtime::toString(common_scalar_type),
 op_name);
 return internal::load_and_convert<CTYPE_COMMON, CTYPE_COMMON>;
 return internal::load_and_convert<CTYPE_COMPUTE, CTYPE_COMPUTE>;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<std::is_same_v<CTYPE_COMMON, float>, bool> = true>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_same_as_common(
 std::enable_if_t<std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_same_as_common(
 const Tensor& t) {
CTYPE_COMMON (*result)(const void*) = nullptr;
CTYPE_COMPUTE (*result)(const void*) = nullptr;
 ET_SWITCH_THREE_TYPES(
 Float, Half, BFloat16, t.scalar_type(), unused, op_name, T, [&]() {
 result = internal::load_and_convert<CTYPE_COMMON, T>;
 result = internal::load_and_convert<CTYPE_COMPUTE, T>;
 });
 return result;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<!std::is_same_v<CTYPE_COMMON, float>, bool> = true>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn_same_as_common(
 std::enable_if_t<!std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn_same_as_common(
 const Tensor& t) {
 return get_load_to_common_fn_same_as_compute<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_same_as_compute<CTYPE_COMPUTE, op_name>(t);
}

template <typename CTYPE_COMMON>
using store_common_to_tensor_fn = void (*)(CTYPE_COMMON, void*);
template <typename CTYPE_COMPUTE>
using store_compute_to_tensor_fn = void (*)(CTYPE_COMPUTE, void*);

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_realhbbf16(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_realhbbf16(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_REALHBBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON> get_store_common_to_tensor_fn_realhbf16(
const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_realhbf16(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_REALHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_floathbf16(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_floathbf16(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_FLOATHBF16_TYPES(
 t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON> get_store_common_to_tensor_fn_intb(
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE> get_store_compute_to_tensor_fn_intb(
 const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_INT_TYPES_AND(
 Bool, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_bool_or_byte(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_bool_or_byte(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_TWO_TYPES(
 Bool, Byte, t.scalar_type(), unused, op_name, TENSOR_CTYPE, [&]() {
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<TENSOR_CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_same_as_compute(const Tensor& t) {
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMMON>::value;
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_same_as_compute(const Tensor& t) {
 constexpr auto common_scalar_type = CppTypeToScalarType<CTYPE_COMPUTE>::value;
 ET_CHECK_MSG(
 t.scalar_type() == common_scalar_type,
 "Unhandled dtype %s for %s",
 ::executorch::runtime::toString(common_scalar_type),
 op_name);
 return internal::convert_and_store<CTYPE_COMMON, CTYPE_COMMON>;
 return internal::convert_and_store<CTYPE_COMPUTE, CTYPE_COMPUTE>;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<std::is_same_v<CTYPE_COMMON, float>, bool> = true>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_same_as_common(const Tensor& t) {
 void (*result)(CTYPE_COMMON, void*) = nullptr;
 std::enable_if_t<std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_same_as_common(const Tensor& t) {
 void (*result)(CTYPE_COMPUTE, void*) = nullptr;
 ET_SWITCH_THREE_TYPES(
 Float, Half, BFloat16, t.scalar_type(), unused, op_name, CTYPE, [&]() {
 result = internal::convert_and_store<CTYPE, CTYPE_COMMON>;
 result = internal::convert_and_store<CTYPE, CTYPE_COMPUTE>;
 });
 return result;
}

template <
 typename CTYPE_COMMON,
 typename CTYPE_COMPUTE,
 const char* op_name,
 std::enable_if_t<!std::is_same_v<CTYPE_COMMON, float>, bool> = true>
store_common_to_tensor_fn<CTYPE_COMMON>
get_store_common_to_tensor_fn_same_as_common(const Tensor& t) {
 return get_store_common_to_tensor_fn_same_as_compute<CTYPE_COMMON, op_name>(
 std::enable_if_t<!std::is_same_v<CTYPE_COMPUTE, float>, bool> = true>
store_compute_to_tensor_fn<CTYPE_COMPUTE>
get_store_compute_to_tensor_fn_same_as_common(const Tensor& t) {
 return get_store_compute_to_tensor_fn_same_as_compute<CTYPE_COMPUTE, op_name>(
 t);
}

Expand All@@ -220,59 +220,64 @@ enum class SupportedTensorDtypes {
 FLOATHBF16,
 INTB,
 BOOL_OR_BYTE,
 // DEPRECATED: not likely to be correct; use SAME_AS_COMMON.
 SAME_AS_COMPUTE,
 SAME_AS_COMMON,
};

namespace internal {

template <typename CTYPE_COMMON, const char* op_name>
load_to_common_fn<CTYPE_COMMON> get_load_to_common_fn(
template <typename CTYPE_COMPUTE, const char* op_name>
load_to_compute_fn<CTYPE_COMPUTE> get_load_to_compute_fn(
 const Tensor& t,
 SupportedTensorDtypes dtypes) {
 switch (dtypes) {
 case SupportedTensorDtypes::REALHBBF16:
 return get_load_to_common_fn_realhbbf16<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_realhbbf16<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::REALHBF16:
 return get_load_to_common_fn_realhbf16<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_realhbf16<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::FLOATHBF16:
 return get_load_to_common_fn_realhbf16<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_realhbf16<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::INTB:
 return get_load_to_common_fn_intb<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_intb<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::BOOL_OR_BYTE:
 return get_load_to_common_fn_bool_or_byte<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_bool_or_byte<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMPUTE:
 return get_load_to_common_fn_same_as_compute<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_same_as_compute<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMMON:
 return get_load_to_common_fn_same_as_common<CTYPE_COMMON, op_name>(t);
 return get_load_to_compute_fn_same_as_common<CTYPE_COMPUTE, op_name>(t);
 }
 ET_CHECK(false);
 return nullptr;
}

template <typename CTYPE_COMMON, const char* op_name>
store_common_to_tensor_fn<CTYPE_COMMON> get_store_common_to_tensor_fn(
template <typename CTYPE_COMPUTE, const char* op_name>
store_compute_to_tensor_fn<CTYPE_COMPUTE> get_store_compute_to_tensor_fn(
 const Tensor& t,
 SupportedTensorDtypes dtypes) {
 switch (dtypes) {
 case SupportedTensorDtypes::REALHBBF16:
 return get_store_common_to_tensor_fn_realhbbf16<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_realhbbf16<CTYPE_COMPUTE, op_name>(
 t);
 case SupportedTensorDtypes::REALHBF16:
 return get_store_common_to_tensor_fn_realhbf16<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_realhbf16<CTYPE_COMPUTE, op_name>(
 t);
 case SupportedTensorDtypes::FLOATHBF16:
 return get_store_common_to_tensor_fn_floathbf16<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_floathbf16<CTYPE_COMPUTE, op_name>(
 t);
 case SupportedTensorDtypes::INTB:
 return get_store_common_to_tensor_fn_intb<CTYPE_COMMON, op_name>(t);
 return get_store_compute_to_tensor_fn_intb<CTYPE_COMPUTE, op_name>(t);
 case SupportedTensorDtypes::BOOL_OR_BYTE:
 return get_store_common_to_tensor_fn_bool_or_byte<CTYPE_COMMON, op_name>(
 t);
 return get_store_compute_to_tensor_fn_bool_or_byte<
 CTYPE_COMPUTE,
 op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMPUTE:
 return get_store_common_to_tensor_fn_same_as_compute<
CTYPE_COMMON,
 return get_store_compute_to_tensor_fn_same_as_compute<
CTYPE_COMPUTE,
 op_name>(t);
 case SupportedTensorDtypes::SAME_AS_COMMON: {
 return get_store_common_to_tensor_fn_same_as_common<
CTYPE_COMMON,
 return get_store_compute_to_tensor_fn_same_as_common<
CTYPE_COMPUTE,
 op_name>(t);
 }
 }
Expand Down
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