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op_where.cpp
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/*
* Copyright (c) Meta Platforms, Inc. and affiliates.
* All rights reserved.
*
* This source code is licensed under the BSD-style license found in the
* LICENSE file in the root directory of this source tree.
*/
#include <executorch/kernels/portable/cpu/util/elementwise_util.h>
#include <executorch/runtime/kernel/kernel_includes.h>
namespace torch {
namespace executor {
namespace native {
Tensor& where_out(
KernelRuntimeContext& ctx,
const Tensor& cond,
const Tensor& a,
const Tensor& b,
Tensor& out) {
// Common Dtype
ScalarType common_type = promoteTypes(a.scalar_type(), b.scalar_type());
// Check Common Dtype
ET_KERNEL_CHECK(ctx, common_type == out.scalar_type(), InvalidArgument, out);
// Check Dim Order
ET_KERNEL_CHECK(
ctx, tensors_have_same_dim_order(cond, a, b, out), InvalidArgument, out);
// Resize
ET_KERNEL_CHECK(
ctx,
resize_to_broadcast_target_size(a, b, cond, out) == Error::Ok,
InvalidArgument,
out);
// Compute Dtype
ScalarType compute_type = utils::get_compute_type(common_type);
// @lint-ignore CLANGTIDY facebook-hte-CArray
static constexpr const char op_name[] = "where.self_out";
ET_SWITCH_REALB_TYPES(compute_type, ctx, op_name, CTYPE_COMPUTE, [&]() {
utils::apply_tritensor_elementwise_fn<
CTYPE_COMPUTE,
op_name,
utils::SupportedTensorDtypes::SAME_AS_COMMON>(
[](const CTYPE_COMPUTE val_a, const CTYPE_COMPUTE val_b, const CTYPE_COMPUTE val_c) {
return val_c ? val_a : val_b;
},
ctx,
a,
utils::SupportedTensorDtypes::REALHBBF16,
b,
utils::SupportedTensorDtypes::REALHBBF16,
cond,
utils::SupportedTensorDtypes::BOOL_OR_BYTE,
out);
});
return out;
}
} // namespace native
} // namespace executor
} // namespace torch