1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
|
#ifndef KNOB_BOOL
#error "KNOB_BOOL is not defined"
#endif // KNOB_BOOL
// KNOB_BOOL(NAME, DEFAULT_VALUE, DESCRIPTION)
// TensorFlow dialect transforms
KNOB_BOOL(FuseBinaryIntoPreceding, true, Fuse Binary node to preceding node)
KNOB_BOOL(ResolveFusedBatchNorm, true, Enable ResolveFusedBatchNorm transform)
KNOB_BOOL(ResolveConstantShape, true, Replace determined TFShape to TFConst)
KNOB_BOOL(ResolveReshapeWildcardDim, true, Resolve wildcard dimension in TFReshape node)
KNOB_BOOL(ResolveSquaredDifference, true, Resolve SquaredDifference node)
KNOB_BOOL(RemoveTFIdentityNode, true, Enable RemoveTFIdentityNode optimization)
KNOB_BOOL(SqueezeReduceNode, true, Insert TFSqueeze if ReduceNode do not keep dimensions)
// Constant folding
KNOB_BOOL(ConstantFoldAdd, false, Constant fold for Add node)
KNOB_BOOL(ConstantFoldMul, false, Constant fold for Mul node)
KNOB_BOOL(ConstantFoldPack, false, Constant fold for Pack node)
KNOB_BOOL(ConstantFoldStridedSlice, false, Constant fold for StridedSlice node)
// Canonicalization
KNOB_BOOL(CanonicalizeBiasAdd, true, Enable Canonicalize for BiasAdd node)
KNOB_BOOL(CanonicalizeConst, true, Enable Canonicalize for Const node)
KNOB_BOOL(CanonicalizeConv2D, true, Enable Canonicalize for Conv2D node)
// Canonical transforms
KNOB_BOOL(ConstantFolding, true, Enable constant-folding optimization)
KNOB_BOOL(RemoveForwardNode, true, Enable RemoveForwardNode optimization)
KNOB_BOOL(ReorderDecode, true, Enable ReorderDecode optimization)
// BEG: These knobs are valid only when ReorderDecode is enabled
KNOB_BOOL(ReorderDecodeReLU, true, Reorder FeatureDecode-ReLU)
KNOB_BOOL(ReorderDecodeTensorBiasAdd, true, Reorder FeatureDecode-TensorBiasAdd)
// END
KNOB_BOOL(SimplifyDomainConversion, true, Enable SimplifyDomainConversion optimization)
KNOB_BOOL(ResolveDuplicateReshape, true, Resolve duplicated Reshape nodes)
KNOB_BOOL(ResolveRedundantReshape, true, Resolve redundant Reshape node)
// Graph transformations
KNOB_BOOL(RemoveDeadNode, true, Enable RemoveDeadNode optimization)
|
