/* * 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 #include #include #include #include namespace torch { namespace executor { namespace native { using Tensor = exec_aten::Tensor; using ScalarType = exec_aten::ScalarType; Tensor& hardtanh_out( KernelRuntimeContext& ctx, const Tensor& in, const Scalar& min, const Scalar& max, Tensor& out) { (void)ctx; // Resize for dynamic shape ET_KERNEL_CHECK_MSG( ctx, resize_tensor(out, in.sizes()) == Error::Ok, InvalidArgument, out, "Failed to resize output tensor."); ET_KERNEL_CHECK( ctx, tensors_have_same_dim_order(in, out), InvalidArgument, out); ScalarType in_type = in.scalar_type(); ScalarType min_type = utils::get_scalar_dtype(min); ScalarType max_type = utils::get_scalar_dtype(max); ScalarType out_type = out.scalar_type(); ET_KERNEL_CHECK(ctx, in_type == out_type, InvalidArgument, out); ET_SWITCH_REAL_TYPES(in_type, ctx, "hardtanh.out", CTYPE, [&]() { CTYPE min_casted; ET_SWITCH_SCALAR_OBJ_TYPES(min_type, ctx, "hardtanh.out", CTYPE_MIN, [&]() { CTYPE_MIN min_val; utils::extract_scalar(min, &min_val); min_casted = static_cast(min_val); }); CTYPE max_casted; ET_SWITCH_SCALAR_OBJ_TYPES(max_type, ctx, "hardtanh.out", CTYPE_MAX, [&]() { CTYPE_MAX max_val; utils::extract_scalar(max, &max_val); max_casted = static_cast(max_val); }); apply_unary_map_fn( [min_casted, max_casted](const CTYPE val_in) { return utils::min_override( utils::max_override(val_in, min_casted), max_casted); }, in.const_data_ptr(), out.mutable_data_ptr(), in.numel()); }); return out; } } // namespace native } // namespace executor } // namespace torch