src/topi/broadcast.cc

/*
 * Licensed to the Apache Software Foundation (ASF) under one
 * or more contributor license agreements.  See the NOTICE file
 * distributed with this work for additional information
 * regarding copyright ownership.  The ASF licenses this file
 * to you under the Apache License, Version 2.0 (the
 * "License"); you may not use this file except in compliance
 * with the License.  You may obtain a copy of the License at
 *
 *   http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing,
 * software distributed under the License is distributed on an
 * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
 * KIND, either express or implied.  See the License for the
 * specific language governing permissions and limitations
 * under the License.
 */

/*!
 * \brief Registration of broadcast operators
 * \file broadcast.cc
 */
#include <tvm/ffi/function.h>
#include <tvm/ffi/reflection/registry.h>
#include <tvm/topi/broadcast.h>
#include <tvm/topi/utils.h>

namespace tvm {
namespace topi {

using namespace tvm;
using namespace tvm::runtime;

#define TOPI_DEF_BCAST_OP(OpName, Op)                                             \
  def_packed(OpName, [](ffi::PackedArgs args, ffi::Any* rv) {                     \
    bool lhs_is_tensor = args[0].as<tvm::te::Tensor>().has_value();               \
    bool rhs_is_tensor = args[1].as<tvm::te::Tensor>().has_value();               \
    if (lhs_is_tensor && rhs_is_tensor) {                                         \
      *rv = Op(args[0].cast<tvm::te::Tensor>(), args[1].cast<tvm::te::Tensor>()); \
    } else if (!lhs_is_tensor && rhs_is_tensor) {                                 \
      *rv = Op(args[0].cast<tvm::PrimExpr>(), args[1].cast<tvm::te::Tensor>());   \
    } else if (lhs_is_tensor && !rhs_is_tensor) {                                 \
      *rv = Op(args[0].cast<tvm::te::Tensor>(), args[1].cast<tvm::PrimExpr>());   \
    } else if (!lhs_is_tensor && !rhs_is_tensor) {                                \
      *rv = Op(args[0].cast<tvm::PrimExpr>(), args[1].cast<tvm::PrimExpr>());     \
    }                                                                             \
  })

TVM_FFI_STATIC_INIT_BLOCK() {
  namespace refl = tvm::ffi::reflection;
  refl::GlobalDef()
      .def_packed("topi.broadcast_to",
                  [](ffi::PackedArgs args, ffi::Any* rv) {
                    *rv = broadcast_to(args[0].cast<te::Tensor>(),
                                       args[1].cast<ffi::Array<PrimExpr>>());
                  })
      .TOPI_DEF_BCAST_OP("topi.add", topi::add)
      .TOPI_DEF_BCAST_OP("topi.subtract", topi::subtract)
      .TOPI_DEF_BCAST_OP("topi.multiply", topi::multiply)
      .TOPI_DEF_BCAST_OP("topi.divide", topi::divide)
      .TOPI_DEF_BCAST_OP("topi.floor_divide", topi::floor_divide)
      .TOPI_DEF_BCAST_OP("topi.log_add_exp", topi::log_add_exp)
      .TOPI_DEF_BCAST_OP("topi.mod", topi::mod)
      .TOPI_DEF_BCAST_OP("topi.floor_mod", topi::floor_mod)
      .TOPI_DEF_BCAST_OP("topi.maximum", topi::maximum)
      .TOPI_DEF_BCAST_OP("topi.minimum", topi::minimum)
      .TOPI_DEF_BCAST_OP("topi.power", topi::power)
      .TOPI_DEF_BCAST_OP("topi.left_shift", topi::left_shift)
      .TOPI_DEF_BCAST_OP("topi.logical_and", topi::logical_and)
      .TOPI_DEF_BCAST_OP("topi.logical_or", topi::logical_or)
      .TOPI_DEF_BCAST_OP("topi.logical_xor", topi::logical_xor)
      .TOPI_DEF_BCAST_OP("topi.bitwise_and", topi::bitwise_and)
      .TOPI_DEF_BCAST_OP("topi.bitwise_or", topi::bitwise_or)
      .TOPI_DEF_BCAST_OP("topi.bitwise_xor", topi::bitwise_xor)
      .TOPI_DEF_BCAST_OP("topi.right_shift", topi::right_shift)
      .TOPI_DEF_BCAST_OP("topi.greater", topi::greater)
      .TOPI_DEF_BCAST_OP("topi.less", topi::less)
      .TOPI_DEF_BCAST_OP("topi.equal", topi::equal)
      .TOPI_DEF_BCAST_OP("topi.not_equal", topi::not_equal)
      .TOPI_DEF_BCAST_OP("topi.greater_equal", topi::greater_equal)
      .TOPI_DEF_BCAST_OP("topi.less_equal", topi::less_equal);
}

}  // namespace topi
}  // namespace tvm