tvm
default.h
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19 
24 #ifndef TVM_TOPI_GENERIC_DEFAULT_H_
25 #define TVM_TOPI_GENERIC_DEFAULT_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 {
47 inline Schedule default_schedule(const Target& target, const Array<Tensor>& outs) {
48  Array<Operation> out_ops;
49  for (auto t : outs) {
50  out_ops.push_back(t->op);
51  }
52  auto s = create_schedule(out_ops);
53  return s;
54 }
55 
65 inline Schedule default_schedule_auto_inline(const Target& target, const Array<Tensor>& outs) {
66  Array<Operation> out_ops;
67  for (auto t : outs) {
68  out_ops.push_back(t->op);
69  }
70  auto s = create_schedule(out_ops);
71  auto x = outs[0];
73  auto axis = s[x]->op.as<ComputeOpNode>()->axis;
74  if (axis.size() > 0) {
75  detail::Fuse(s[x], axis);
76  }
77  return s;
78 }
79 
80 } // namespace generic
81 } // namespace topi
82 } // namespace tvm
83 #endif // TVM_TOPI_GENERIC_DEFAULT_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
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
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 default_schedule(const Target &target, const Array< Tensor > &outs)
Create a default x86 schedule for the given ops.
Definition: default.h:86
Schedule default_schedule_auto_inline(const Target &target, const Array< Tensor > &outs)
Create a default x86 schedule for the given ops, with auto inline.
Definition: default.h:98
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.