memory.h

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/*
 * 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.
 */
 
#ifndef TVM_RELAY_ATTRS_MEMORY_H_
#define TVM_RELAY_ATTRS_MEMORY_H_
 
#include <tvm/ir/attrs.h>
#include <tvm/relay/expr.h>
#include <tvm/target/virtual_device.h>
 
#include <string>
#include <vector>
 
namespace tvm {
namespace relay {
 
std::vector<TensorType> FlattenTupleType(const Type& type);
std::vector<Expr> FromTupleType(const Type& type, const Expr& expr);
Expr ToTupleType(const Type& t, const std::vector<Expr>& exprs);
 
struct AllocStorageAttrs : public tvm::AttrsNode<AllocStorageAttrs> {
  DataType dtype;
  VirtualDevice virtual_device = VirtualDevice::FullyUnconstrained();
 
  TVM_DECLARE_ATTRS(AllocStorageAttrs, "relay.attrs.AllocStorageAttrs") {
    TVM_ATTR_FIELD(dtype)
        .describe("The dtype of the tensor to allocate.")
        .set_default(DataType::Float(32, 1));
    TVM_ATTR_FIELD(virtual_device).describe("The virtual device on which to allocate memory.");
  }
};
 
struct AllocTensorAttrs : public tvm::AttrsNode<AllocTensorAttrs> {
  Constant const_shape;
  Array<IndexExpr> assert_shape;
  DataType dtype;
 
  TVM_DECLARE_ATTRS(AllocTensorAttrs, "relay.attrs.AllocTensorAttrs") {
    TVM_ATTR_FIELD(dtype)
        .describe("The dtype of the tensor to allocate.")
        .set_default(DataType::Float(32, 1));
    TVM_ATTR_FIELD(const_shape).describe("The shape of constant used to aid in type inference.");
    TVM_ATTR_FIELD(assert_shape)
        .describe(
            "The shape to cast the return type of the allocation to, "
            "used to specify the shape obtained via further analysis.");
  }
};
 
}  // namespace relay
}  // namespace tvm
#endif  // TVM_RELAY_ATTRS_MEMORY_H_