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linear_algebra.h
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1/*
2 * Licensed to the Apache Software Foundation (ASF) under one
3 * or more contributor license agreements. See the NOTICE file
4 * distributed with this work for additional information
5 * regarding copyright ownership. The ASF licenses this file
6 * to you under the Apache License, Version 2.0 (the
7 * "License"); you may not use this file except in compliance
8 * with the License. You may obtain a copy of the License at
9 *
10 * http://www.apache.org/licenses/LICENSE-2.0
11 *
12 * Unless required by applicable law or agreed to in writing,
13 * software distributed under the License is distributed on an
14 * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
15 * KIND, either express or implied. See the License for the
16 * specific language governing permissions and limitations
17 * under the License.
18 */
19
24#ifndef TVM_RELAX_ATTRS_LINEAR_ALGEBRA_H_
25#define TVM_RELAX_ATTRS_LINEAR_ALGEBRA_H_
26
27#include <tvm/relax/expr.h>
28
29namespace tvm {
30namespace relax {
31
33struct MatmulAttrs : public AttrsNode {
34 ffi::Optional<DLDataType> out_dtype;
35
36 static void RegisterReflection() {
37 namespace refl = tvm::ffi::reflection;
38 refl::ObjectDef<MatmulAttrs>().def_ro("out_dtype", &MatmulAttrs::out_dtype,
39 "The data type of the output tensor");
40 }
42}; // struct MatmulAttrs
43
45struct EinsumAttrs : public AttrsNode {
46 ffi::String subscripts;
47
48 static void RegisterReflection() {
49 namespace refl = tvm::ffi::reflection;
50 refl::ObjectDef<EinsumAttrs>().def_ro("subscripts", &EinsumAttrs::subscripts,
51 "The einsum expression string");
52 }
54}; // struct EinsumAttrs
55
56} // namespace relax
57} // namespace tvm
58
59#endif // TVM_RELAX_ATTRS_LINEAR_ALGEBRA_H_
Base class of all attribute class.
Definition attrs.h:49
RAII wrapper function to enter and exit a context object similar to python's with syntax.
Definition with_context.h:59
An object that builds and maintains block scope and StmtSref mapping for Dependence analysis.
Definition analyzer.h:40
Attributes used in einsum operator.
Definition linear_algebra.h:45
TVM_FFI_DECLARE_OBJECT_INFO_FINAL("relax.attrs.EinsumAttrs", EinsumAttrs, AttrsNode)
static void RegisterReflection()
Definition linear_algebra.h:48
ffi::String subscripts
Definition linear_algebra.h:46
Attributes for matmul operator.
Definition linear_algebra.h:33
TVM_FFI_DECLARE_OBJECT_INFO_FINAL("relax.attrs.MatmulAttrs", MatmulAttrs, AttrsNode)
static void RegisterReflection()
Definition linear_algebra.h:36
ffi::Optional< DLDataType > out_dtype
Definition linear_algebra.h:34