tvm
injective.h
Go to the documentation of this file.
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_TOPI_GENERIC_INJECTIVE_H_
25 #define TVM_TOPI_GENERIC_INJECTIVE_H_
26 
28 #include <tvm/te/operation.h>
29 #include <tvm/te/schedule_pass.h>
30 #include <tvm/topi/detail/fuse.h>
31 #include <tvm/topi/tags.h>
32 
33 namespace tvm {
34 namespace topi {
35 
36 using namespace tvm::te;
37 
38 namespace generic {
39 
49  detail::Fuse(sch[out], sch[out]->op.as<ComputeOpNode>()->axis);
50  return sch;
51 }
52 
61 inline Schedule schedule_injective(const Target& target, const Array<Tensor>& outs) {
62  Array<Operation> out_ops;
63  for (auto t : outs) {
64  out_ops.push_back(t->op);
65  }
66  auto s = create_schedule(out_ops);
68  auto x = outs[0];
70 
71  return s;
72 }
73 
74 } // namespace generic
75 } // namespace topi
76 } // namespace tvm
77 #endif // TVM_TOPI_GENERIC_INJECTIVE_H_
Managed reference class to TargetNode.
Definition: target.h:200
Array, container representing a contiguous sequence of ObjectRefs.
Definition: array.h:289
void push_back(const T &item)
push a new item to the back of the list
Definition: array.h:457
const ObjectType * as() const
Try to downcast the internal Object to a raw pointer of a corresponding type.
Definition: object.h:910
Array< IterVar > axis
IterVar on each axis.
Definition: operation.h:207
A Compute op that compute a tensor on certain domain.
Definition: operation.h:226
Managed reference to FuseNode.
Definition: schedule.h:826
Global schedule container For operations and all the operations they depend on. The schedule per Oper...
Definition: schedule.h:326
Tensor structure representing a possible input, or intermediate computation result.
Definition: tensor.h:102
Fuse operation.
Generic function that can be specialzied on a per target basis.
Tensor expression language DSL.
Definition: extracted_task.h:33
Schedule create_schedule(Array< Operation > ops)
Create a schedule for array of ops(and their dependencies).
Definition: schedule.h:702
void AutoInlineInjective(Schedule sch)
To automatically inline operations with injective writes (i.e. writes without reduction or sequential...
Schedule schedule_injective(const Target &target, const Array< Tensor > &outs)
Create an x86 schedule for the given injective ops.
Definition: injective.h:68
Schedule schedule_injective_from_existing(Schedule sch, const Tensor &out)
Updates an existing schedule for the given injective ops.
Definition: injective.h:47
runtime implementation for LibTorch/TorchScript.
Definition: analyzer.h:36
Operation node can generate one or multiple Tensors.
Collection of Schedule pass functions.
External function interface to rocBLAS libraries.