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-rw-r--r--reference_model/src/ops/activation_funcs.cc12
-rw-r--r--reference_model/src/ops/comparison.cc12
-rw-r--r--reference_model/src/ops/data_layout.cc16
-rw-r--r--reference_model/src/ops/data_nodes.cc2
-rw-r--r--reference_model/src/ops/ewise_binary.cc26
-rw-r--r--reference_model/src/ops/ewise_binary.h4
-rw-r--r--reference_model/src/ops/ewise_ternary.cc2
-rw-r--r--reference_model/src/ops/ewise_unary.cc32
-rw-r--r--reference_model/src/ops/image.cc6
-rw-r--r--reference_model/src/ops/op_factory.cc116
-rw-r--r--reference_model/src/ops/op_factory.h2
-rw-r--r--reference_model/src/ops/reduction.cc8
-rw-r--r--reference_model/src/ops/scatter_gather.cc4
-rw-r--r--reference_model/src/ops/template_types.h6
-rw-r--r--reference_model/src/ops/tensor_ops.cc34
-rw-r--r--reference_model/src/ops/type_conversion.cc16
-rw-r--r--reference_model/src/ops/type_conversion.h8
-rw-r--r--reference_model/src/subgraph_traverser.cc4
-rw-r--r--reference_model/src/tensor.cc12
-rw-r--r--reference_model/src/tensor.h2
20 files changed, 162 insertions, 162 deletions
diff --git a/reference_model/src/ops/activation_funcs.cc b/reference_model/src/ops/activation_funcs.cc
index 1c0c23a..61f7df6 100644
--- a/reference_model/src/ops/activation_funcs.cc
+++ b/reference_model/src/ops/activation_funcs.cc
@@ -28,7 +28,7 @@ int OpClamp<Rank, Dtype>::register_fcn()
switch (Dtype)
{
case DType_FP16:
- case DType_FLOAT:
+ case DType_FP32:
{
InEigenType min = (InEigenType)attribute->min_fp();
InEigenType max = (InEigenType)attribute->max_fp();
@@ -59,7 +59,7 @@ int OpSigmoid<Rank, Dtype>::register_fcn()
switch (Dtype)
{
case DType_FP16:
- case DType_FLOAT:
+ case DType_FP32:
this->fcn = [](InEigenType a) -> OutEigenType { return (1.0 / (1.0 + (expf(-1.0 * a)))); };
break;
default:
@@ -75,7 +75,7 @@ int OpTanh<Rank, Dtype>::register_fcn()
switch (Dtype)
{
case DType_FP16:
- case DType_FLOAT:
+ case DType_FP32:
this->fcn = [](InEigenType a) -> OutEigenType { return tanhf(a); };
break;
default:
@@ -87,12 +87,12 @@ int OpTanh<Rank, Dtype>::register_fcn()
// template explicit instantiation
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpClamp, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpClamp, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpClamp, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpClamp, INT8);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpClamp, INT16);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpSigmoid, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpSigmoid, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpSigmoid, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpTanh, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpTanh, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpTanh, FP32);
diff --git a/reference_model/src/ops/comparison.cc b/reference_model/src/ops/comparison.cc
index 5930c1a..f240aa5 100644
--- a/reference_model/src/ops/comparison.cc
+++ b/reference_model/src/ops/comparison.cc
@@ -28,7 +28,7 @@ int OpEqual<Rank, Dtype>::register_fcn()
switch (Dtype)
{
case DType_FP16:
- case DType_FLOAT:
+ case DType_FP32:
case DType_INT32:
this->fcn = [](InEigenType a, InEigenType b) -> OutEigenType { return a == b; };
break;
@@ -45,7 +45,7 @@ int OpGreater<Rank, Dtype>::register_fcn()
switch (Dtype)
{
case DType_FP16:
- case DType_FLOAT:
+ case DType_FP32:
case DType_INT32:
this->fcn = [](InEigenType a, InEigenType b) -> OutEigenType { return a > b; };
break;
@@ -62,7 +62,7 @@ int OpGreaterEqual<Rank, Dtype>::register_fcn()
switch (Dtype)
{
case DType_FP16:
- case DType_FLOAT:
+ case DType_FP32:
case DType_INT32:
this->fcn = [](InEigenType a, InEigenType b) -> OutEigenType { return a >= b; };
break;
@@ -75,13 +75,13 @@ int OpGreaterEqual<Rank, Dtype>::register_fcn()
// template explicit instantiation
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpEqual, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpEqual, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpEqual, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpEqual, INT32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpGreater, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpGreater, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpGreater, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpGreater, INT32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpGreaterEqual, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpGreaterEqual, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpGreaterEqual, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpGreaterEqual, INT32);
diff --git a/reference_model/src/ops/data_layout.cc b/reference_model/src/ops/data_layout.cc
index 1ed0be2..69b6a65 100644
--- a/reference_model/src/ops/data_layout.cc
+++ b/reference_model/src/ops/data_layout.cc
@@ -191,7 +191,7 @@ int OpPad<Rank, Dtype>::eval()
pad_value = (InEigenType)attribute->pad_const_int();
break;
case DType_FP16:
- case DType_FLOAT:
+ case DType_FP32:
pad_value = (InEigenType)attribute->pad_const_fp();
break;
default:
@@ -639,49 +639,49 @@ int OpTranspose<Rank, Dtype>::eval()
// template explicit instantiation
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpConcat, FP16)
-DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpConcat, FLOAT)
+DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpConcat, FP32)
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpConcat, INT8)
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpConcat, INT16)
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpConcat, INT32)
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpConcat, BOOL)
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpPad, FP16);
-DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpPad, FLOAT);
+DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpPad, FP32);
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpPad, INT8);
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpPad, INT16);
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpPad, INT32);
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpPad, BOOL);
DEF_INSTANTIATE_RESHAPE(OpReshape, FP16);
-DEF_INSTANTIATE_RESHAPE(OpReshape, FLOAT);
+DEF_INSTANTIATE_RESHAPE(OpReshape, FP32);
DEF_INSTANTIATE_RESHAPE(OpReshape, INT8);
DEF_INSTANTIATE_RESHAPE(OpReshape, INT16);
DEF_INSTANTIATE_RESHAPE(OpReshape, INT32);
DEF_INSTANTIATE_RESHAPE(OpReshape, BOOL);
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReverse, FP16);
-DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReverse, FLOAT);
+DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReverse, FP32);
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReverse, INT8);
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReverse, INT16);
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReverse, INT32);
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReverse, BOOL);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpSlice, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpSlice, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpSlice, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpSlice, INT8);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpSlice, INT16);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpSlice, INT32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpSlice, BOOL);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpTile, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpTile, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpTile, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpTile, INT8);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpTile, INT16);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpTile, INT32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpTile, BOOL);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpTranspose, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpTranspose, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpTranspose, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpTranspose, INT8);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpTranspose, INT16);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpTranspose, INT32);
diff --git a/reference_model/src/ops/data_nodes.cc b/reference_model/src/ops/data_nodes.cc
index 4ff08be..5709a92 100644
--- a/reference_model/src/ops/data_nodes.cc
+++ b/reference_model/src/ops/data_nodes.cc
@@ -90,7 +90,7 @@ int OpIdentity<Rank, Dtype>::eval()
// note OpConst is not templated
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpIdentity, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpIdentity, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpIdentity, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpIdentity, INT8);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpIdentity, INT16);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpIdentity, INT32);
diff --git a/reference_model/src/ops/ewise_binary.cc b/reference_model/src/ops/ewise_binary.cc
index 917d56e..098b0ea 100644
--- a/reference_model/src/ops/ewise_binary.cc
+++ b/reference_model/src/ops/ewise_binary.cc
@@ -143,7 +143,7 @@ int OpAdd<Rank, Dtype>::register_fcn()
};
break;
case DType_FP16:
- case DType_FLOAT:
+ case DType_FP32:
this->fcn = [](InEigenType a, InEigenType b) -> OutEigenType { return a + b; };
break;
default:
@@ -371,7 +371,7 @@ int OpMaximum<Rank, Dtype>::register_fcn()
switch (Dtype)
{
case DType_FP16:
- case DType_FLOAT:
+ case DType_FP32:
case DType_INT32:
this->fcn = [](InEigenType a, InEigenType b) -> OutEigenType { return a > b ? a : b; };
break;
@@ -388,7 +388,7 @@ int OpMinimum<Rank, Dtype>::register_fcn()
switch (Dtype)
{
case DType_FP16:
- case DType_FLOAT:
+ case DType_FP32:
case DType_INT32:
this->fcn = [](InEigenType a, InEigenType b) -> OutEigenType { return a < b ? a : b; };
break;
@@ -407,7 +407,7 @@ int OpMul<Rank, InDtype, OutDtype>::register_fcn()
switch (InDtype)
{
case DType_FP16:
- case DType_FLOAT:
+ case DType_FP32:
this->fcn = [shift](InEigenType a, InEigenType b) -> OutEigenType { return a * b; };
break;
case DType_INT32:
@@ -457,7 +457,7 @@ int OpPow<Rank, Dtype>::register_fcn()
switch (Dtype)
{
case DType_FP16:
- case DType_FLOAT:
+ case DType_FP32:
this->fcn = [](InEigenType a, InEigenType b) -> OutEigenType { return powf(a, b); };
break;
default:
@@ -482,7 +482,7 @@ int OpSub<Rank, Dtype>::register_fcn()
};
break;
case DType_FP16:
- case DType_FLOAT:
+ case DType_FP32:
this->fcn = [](InEigenType a, InEigenType b) -> OutEigenType { return a - b; };
break;
default:
@@ -581,7 +581,7 @@ int OpTable<Rank, InDtype>::eval()
// template explicit instantiation
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpAdd, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpAdd, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpAdd, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpAdd, INT32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpArithmeticRightShift, INT8);
@@ -617,24 +617,24 @@ DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpLogicalOr, BOOL);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpLogicalXor, BOOL);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpMaximum, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpMaximum, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpMaximum, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpMaximum, INT32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpMinimum, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpMinimum, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpMinimum, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpMinimum, INT32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpMul, FP16, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpMul, FLOAT, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpMul, FP32, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpMul, INT8, INT32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpMul, INT16, INT32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpMul, INT32, INT32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpPow, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpPow, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpPow, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpSub, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpSub, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpSub, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpSub, INT32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpTable, INT8);
@@ -643,5 +643,5 @@ DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpTable, INT16);
// Instantiation of nodes for comparison operators opEqual, opGreater
// and opGreaterEqual
DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(BinaryNode, FP16, BOOL);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(BinaryNode, FLOAT, BOOL);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(BinaryNode, FP32, BOOL);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(BinaryNode, INT32, BOOL);
diff --git a/reference_model/src/ops/ewise_binary.h b/reference_model/src/ops/ewise_binary.h
index b2c92a4..6b0efaf 100644
--- a/reference_model/src/ops/ewise_binary.h
+++ b/reference_model/src/ops/ewise_binary.h
@@ -1,5 +1,5 @@
-// Copyright (c) 2020, ARM Limited.
+// Copyright (c) 2020-2022, ARM Limited.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
@@ -36,7 +36,7 @@ namespace TosaReference
// Eigen::Tensor does support some binary element-wise natively (e.g. CWiseMax, or '+', etc.)
// which might be faster since it could be implemented with SIMD instructions
// the way of registering lambda + .binaryExpr() might sacrifice performance here
-// but it can avoid partially specialization for combination of {rankN, rank0} x {FLOAT/INT32, QU8, ...}
+// but it can avoid partially specialization for combination of {rankN, rank0} x {FP32/INT32, QU8, ...}
// needs to revisit if performance becomes a bottleneck here
template <int Rank, DType InDtype, DType OutDtype>
class BinaryNodeBase : public GraphNode
diff --git a/reference_model/src/ops/ewise_ternary.cc b/reference_model/src/ops/ewise_ternary.cc
index da046a7..d85da1a 100644
--- a/reference_model/src/ops/ewise_ternary.cc
+++ b/reference_model/src/ops/ewise_ternary.cc
@@ -108,7 +108,7 @@ int OpSelect<0, Dtype>::eval()
// template explicit instantiation
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpSelect, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpSelect, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpSelect, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpSelect, INT8);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpSelect, INT16);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpSelect, INT32);
diff --git a/reference_model/src/ops/ewise_unary.cc b/reference_model/src/ops/ewise_unary.cc
index 52f5aff..00897cc 100644
--- a/reference_model/src/ops/ewise_unary.cc
+++ b/reference_model/src/ops/ewise_unary.cc
@@ -78,7 +78,7 @@ int OpAbs<Rank, Dtype>::register_fcn()
{
switch (Dtype)
{
- case DType_FLOAT:
+ case DType_FP32:
case DType_FP16:
case DType_INT32:
this->fcn = [](InEigenType a) -> OutEigenType { return a > (InEigenType)0 ? a : (-a); };
@@ -113,7 +113,7 @@ int OpCeil<Rank, Dtype>::register_fcn()
switch (Dtype)
{
case DType_FP16:
- case DType_FLOAT:
+ case DType_FP32:
this->fcn = [](InEigenType a) -> OutEigenType { return ceilf(a); };
break;
default:
@@ -161,7 +161,7 @@ int OpExp<Rank, Dtype>::register_fcn()
switch (Dtype)
{
case DType_FP16:
- case DType_FLOAT:
+ case DType_FP32:
this->fcn = [](InEigenType a) -> OutEigenType { return expf(a); };
break;
default:
@@ -177,7 +177,7 @@ int OpFloor<Rank, Dtype>::register_fcn()
switch (Dtype)
{
case DType_FP16:
- case DType_FLOAT:
+ case DType_FP32:
this->fcn = [](InEigenType a) -> OutEigenType { return floorf(a); };
break;
default:
@@ -193,7 +193,7 @@ int OpLog<Rank, Dtype>::register_fcn()
switch (Dtype)
{
case DType_FP16:
- case DType_FLOAT:
+ case DType_FP32:
this->fcn = [](InEigenType a) -> OutEigenType { return logf(a); };
break;
default:
@@ -245,7 +245,7 @@ int OpNegate<Rank, Dtype>::register_fcn()
switch (Dtype)
{
case DType_FP16:
- case DType_FLOAT:
+ case DType_FP32:
this->fcn = [](InEigenType a) -> OutEigenType {
InEigenType result = -(a);
return result;
@@ -297,7 +297,7 @@ int OpReciprocal<Rank, Dtype>::register_fcn()
switch (Dtype)
{
case DType_FP16:
- case DType_FLOAT:
+ case DType_FP32:
this->fcn = [](InEigenType a) -> OutEigenType { return 1.0 / a; };
break;
default:
@@ -313,7 +313,7 @@ int OpRsqrt<Rank, Dtype>::register_fcn()
switch (Dtype)
{
case DType_FP16:
- case DType_FLOAT:
+ case DType_FP32:
this->fcn = [](InEigenType a) -> OutEigenType { return 1.0 / sqrtf(a); };
break;
default:
@@ -325,7 +325,7 @@ int OpRsqrt<Rank, Dtype>::register_fcn()
// template explicit instantiation
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpAbs, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpAbs, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpAbs, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpAbs, INT32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpBitwiseNot, INT8);
@@ -333,29 +333,29 @@ DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpBitwiseNot, INT16);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpBitwiseNot, INT32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpCeil, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpCeil, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpCeil, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpClz, INT32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpExp, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpExp, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpExp, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpFloor, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpFloor, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpFloor, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpLog, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpLog, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpLog, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpLogicalNot, BOOL);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpNegate, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpNegate, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpNegate, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpNegate, INT8);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpNegate, INT16);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpNegate, INT32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpRsqrt, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpRsqrt, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpRsqrt, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpReciprocal, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpReciprocal, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpReciprocal, FP32);
diff --git a/reference_model/src/ops/image.cc b/reference_model/src/ops/image.cc
index 891261b..cf1d9f7 100644
--- a/reference_model/src/ops/image.cc
+++ b/reference_model/src/ops/image.cc
@@ -63,7 +63,7 @@ int OpResize<InDtype, OutDtype, resize_t>::checkTensorAttributes()
if (this->mode == ResizeMode_BILINEAR)
{
- if (OutDtype != DType_INT32 && OutDtype != DType_INT48 && OutDtype != DType_FLOAT && OutDtype != DType_FP16)
+ if (OutDtype != DType_INT32 && OutDtype != DType_INT48 && OutDtype != DType_FP32 && OutDtype != DType_FP16)
{
printNodeValidationError("OpResize: invalid data type for BILINEAR");
return 1;
@@ -71,7 +71,7 @@ int OpResize<InDtype, OutDtype, resize_t>::checkTensorAttributes()
}
else
{
- if (OutDtype != DType_INT8 && OutDtype != DType_INT16 && OutDtype != DType_FLOAT && OutDtype != DType_FP16)
+ if (OutDtype != DType_INT8 && OutDtype != DType_INT16 && OutDtype != DType_FP32 && OutDtype != DType_FP16)
{
printNodeValidationError("OpResize: invalid data type for NEAREST");
return 1;
@@ -225,4 +225,4 @@ DEF_INSTANTIATE_THREE_TYPE(OpResize, INT8, INT8, int16_t);
DEF_INSTANTIATE_THREE_TYPE(OpResize, INT16, INT48, int16_t);
DEF_INSTANTIATE_THREE_TYPE(OpResize, INT16, INT16, int16_t);
DEF_INSTANTIATE_THREE_TYPE(OpResize, FP16, FP16, float);
-DEF_INSTANTIATE_THREE_TYPE(OpResize, FLOAT, FLOAT, float);
+DEF_INSTANTIATE_THREE_TYPE(OpResize, FP32, FP32, float);
diff --git a/reference_model/src/ops/op_factory.cc b/reference_model/src/ops/op_factory.cc
index fd73eb5..1ff8229 100644
--- a/reference_model/src/ops/op_factory.cc
+++ b/reference_model/src/ops/op_factory.cc
@@ -49,66 +49,66 @@ GraphNode* OpFactory::newOp(SubgraphTraverser* sgt,
// tensor_ops
case Op_ARGMAX:
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpArgMax, FP16);
- DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpArgMax, FLOAT);
+ DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpArgMax, FP32);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpArgMax, INT8);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpArgMax, INT16);
break;
case Op_AVG_POOL2D:
DEF_FACTORY_ONE_TYPE_ONE_ACCUM(OpAvgPool2d, Pool, FP16, FP16);
- DEF_FACTORY_ONE_TYPE_ONE_ACCUM(OpAvgPool2d, Pool, FP16, FLOAT);
- DEF_FACTORY_ONE_TYPE_ONE_ACCUM(OpAvgPool2d, Pool, FLOAT, FLOAT);
+ DEF_FACTORY_ONE_TYPE_ONE_ACCUM(OpAvgPool2d, Pool, FP16, FP32);
+ DEF_FACTORY_ONE_TYPE_ONE_ACCUM(OpAvgPool2d, Pool, FP32, FP32);
DEF_FACTORY_ONE_TYPE_ONE_ACCUM(OpAvgPool2d, Pool, INT8, INT32);
DEF_FACTORY_ONE_TYPE_ONE_ACCUM(OpAvgPool2d, Pool, INT16, INT32);
break;
case Op_CONV2D:
DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpConv2d, Conv, FP16, FP16, FP16);
- DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpConv2d, Conv, FP16, FP16, FLOAT);
- DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpConv2d, Conv, FLOAT, FLOAT, FLOAT);
+ DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpConv2d, Conv, FP16, FP16, FP32);
+ DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpConv2d, Conv, FP32, FP32, FP32);
DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpConv2d, Conv, INT8, INT4, INT32);
DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpConv2d, Conv, INT8, INT8, INT32);
DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpConv2d, Conv, INT16, INT8, INT48);
break;
case Op_CONV3D:
DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpConv3d, Conv, FP16, FP16, FP16);
- DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpConv3d, Conv, FP16, FP16, FLOAT);
- DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpConv3d, Conv, FLOAT, FLOAT, FLOAT);
+ DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpConv3d, Conv, FP16, FP16, FP32);
+ DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpConv3d, Conv, FP32, FP32, FP32);
DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpConv3d, Conv, INT8, INT4, INT32);
DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpConv3d, Conv, INT8, INT8, INT32);
DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpConv3d, Conv, INT16, INT8, INT48);
break;
case Op_DEPTHWISE_CONV2D:
DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpDepthwiseConv2d, Conv, FP16, FP16, FP16);
- DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpDepthwiseConv2d, Conv, FP16, FP16, FLOAT);
- DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpDepthwiseConv2d, Conv, FLOAT, FLOAT, FLOAT);
+ DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpDepthwiseConv2d, Conv, FP16, FP16, FP32);
+ DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpDepthwiseConv2d, Conv, FP32, FP32, FP32);
DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpDepthwiseConv2d, Conv, INT8, INT4, INT32);
DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpDepthwiseConv2d, Conv, INT8, INT8, INT32);
DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpDepthwiseConv2d, Conv, INT16, INT8, INT48);
break;
case Op_FULLY_CONNECTED:
DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpFullyConnected, FullyConnected, FP16, FP16, FP16);
- DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpFullyConnected, FullyConnected, FP16, FP16, FLOAT);
- DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpFullyConnected, FullyConnected, FLOAT, FLOAT, FLOAT);
+ DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpFullyConnected, FullyConnected, FP16, FP16, FP32);
+ DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpFullyConnected, FullyConnected, FP32, FP32, FP32);
DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpFullyConnected, FullyConnected, INT8, INT4, INT32);
DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpFullyConnected, FullyConnected, INT8, INT8, INT32);
DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpFullyConnected, FullyConnected, INT16, INT8, INT48);
break;
case Op_MATMUL:
DEF_FACTORY_ONE_TYPE_ONE_ACCUM(OpMatMul, MatMul, FP16, FP16);
- DEF_FACTORY_ONE_TYPE_ONE_ACCUM(OpMatMul, MatMul, FP16, FLOAT);
- DEF_FACTORY_ONE_TYPE_ONE_ACCUM(OpMatMul, MatMul, FLOAT, FLOAT);
+ DEF_FACTORY_ONE_TYPE_ONE_ACCUM(OpMatMul, MatMul, FP16, FP32);
+ DEF_FACTORY_ONE_TYPE_ONE_ACCUM(OpMatMul, MatMul, FP32, FP32);
DEF_FACTORY_ONE_TYPE_ONE_ACCUM(OpMatMul, MatMul, INT8, INT32);
DEF_FACTORY_ONE_TYPE_ONE_ACCUM(OpMatMul, MatMul, INT16, INT48);
break;
case Op_MAX_POOL2D:
DEF_FACTORY_ONE_TYPE(OpMaxPool2d, FP16);
- DEF_FACTORY_ONE_TYPE(OpMaxPool2d, FLOAT);
+ DEF_FACTORY_ONE_TYPE(OpMaxPool2d, FP32);
DEF_FACTORY_ONE_TYPE(OpMaxPool2d, INT8);
DEF_FACTORY_ONE_TYPE(OpMaxPool2d, INT16);
break;
case Op_TRANSPOSE_CONV2D:
DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpTransposeConv2d, TransposeConv, FP16, FP16, FP16);
- DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpTransposeConv2d, TransposeConv, FP16, FP16, FLOAT);
- DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpTransposeConv2d, TransposeConv, FLOAT, FLOAT, FLOAT);
+ DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpTransposeConv2d, TransposeConv, FP16, FP16, FP32);
+ DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpTransposeConv2d, TransposeConv, FP32, FP32, FP32);
DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpTransposeConv2d, TransposeConv, INT8, INT4, INT32);
DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpTransposeConv2d, TransposeConv, INT8, INT8, INT32);
DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OpTransposeConv2d, TransposeConv, INT16, INT8, INT48);
@@ -117,23 +117,23 @@ GraphNode* OpFactory::newOp(SubgraphTraverser* sgt,
// activation_funcs
case Op_CLAMP:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpClamp, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpClamp, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpClamp, FP32);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpClamp, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpClamp, INT16);
break;
case Op_SIGMOID:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSigmoid, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSigmoid, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSigmoid, FP32);
break;
case Op_TANH:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTanh, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTanh, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTanh, FP32);
break;
// ewise_binary
case Op_ADD:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpAdd, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpAdd, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpAdd, FP32);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpAdd, INT32);
break;
case Op_ARITHMETIC_RIGHT_SHIFT:
@@ -180,28 +180,28 @@ GraphNode* OpFactory::newOp(SubgraphTraverser* sgt,
break;
case Op_MAXIMUM:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpMaximum, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpMaximum, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpMaximum, FP32);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpMaximum, INT32);
break;
case Op_MINIMUM:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpMinimum, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpMinimum, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpMinimum, FP32);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpMinimum, INT32);
break;
case Op_MUL:
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpMul, FP16, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpMul, FLOAT, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpMul, FP32, FP32);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpMul, INT8, INT32);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpMul, INT16, INT32);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpMul, INT32, INT32);
break;
case Op_POW:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpPow, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpPow, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpPow, FP32);
break;
case Op_SUB:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSub, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSub, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSub, FP32);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSub, INT32);
break;
case Op_TABLE:
@@ -212,7 +212,7 @@ GraphNode* OpFactory::newOp(SubgraphTraverser* sgt,
// ewise_unary
case Op_ABS:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpAbs, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpAbs, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpAbs, FP32);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpAbs, INT32);
break;
case Op_BITWISE_NOT:
@@ -222,46 +222,46 @@ GraphNode* OpFactory::newOp(SubgraphTraverser* sgt,
break;
case Op_CEIL:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpCeil, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpCeil, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpCeil, FP32);
break;
case Op_CLZ:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpClz, INT32);
break;
case Op_EXP:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpExp, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpExp, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpExp, FP32);
break;
case Op_FLOOR:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpFloor, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpFloor, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpFloor, FP32);
break;
case Op_LOG:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpLog, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpLog, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpLog, FP32);
break;
case Op_LOGICAL_NOT:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpLogicalNot, BOOL);
break;
case Op_NEGATE:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpNegate, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpNegate, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpNegate, FP32);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpNegate, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpNegate, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpNegate, INT32);
break;
case Op_RECIPROCAL:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpReciprocal, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpReciprocal, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpReciprocal, FP32);
break;
case Op_RSQRT:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpRsqrt, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpRsqrt, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpRsqrt, FP32);
break;
// ewise_ternary
case Op_SELECT:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSelect, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSelect, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSelect, FP32);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSelect, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSelect, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSelect, INT32);
@@ -271,17 +271,17 @@ GraphNode* OpFactory::newOp(SubgraphTraverser* sgt,
// comparison
case Op_EQUAL:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpEqual, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpEqual, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpEqual, FP32);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpEqual, INT32);
break;
case Op_GREATER:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpGreater, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpGreater, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpGreater, FP32);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpGreater, INT32);
break;
case Op_GREATER_EQUAL:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpGreaterEqual, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpGreaterEqual, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpGreaterEqual, FP32);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpGreaterEqual, INT32);
break;
@@ -294,32 +294,32 @@ GraphNode* OpFactory::newOp(SubgraphTraverser* sgt,
break;
case Op_REDUCE_MAX:
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMax, FP16);
- DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMax, FLOAT);
+ DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMax, FP32);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMax, INT8);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMax, INT16);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMax, INT32);
break;
case Op_REDUCE_MIN:
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMin, FP16);
- DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMin, FLOAT);
+ DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMin, FP32);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMin, INT8);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMin, INT16);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMin, INT32);
break;
case Op_REDUCE_PRODUCT:
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceProduct, FP16);
- DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceProduct, FLOAT);
+ DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceProduct, FP32);
break;
case Op_REDUCE_SUM:
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceSum, FP16);
- DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceSum, FLOAT);
+ DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceSum, FP32);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceSumInt, INT32);
break;
// data layout
case Op_CONCAT:
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpConcat, FP16);
- DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpConcat, FLOAT);
+ DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpConcat, FP32);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpConcat, INT8);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpConcat, INT16);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpConcat, INT32);
@@ -327,7 +327,7 @@ GraphNode* OpFactory::newOp(SubgraphTraverser* sgt,
break;
case Op_PAD:
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpPad, FP16);
- DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpPad, FLOAT);
+ DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpPad, FP32);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpPad, INT32);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpPad, INT8);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpPad, INT16);
@@ -335,7 +335,7 @@ GraphNode* OpFactory::newOp(SubgraphTraverser* sgt,
break;
case Op_RESHAPE:
DEF_FACTORY_RESHAPE(OpReshape, FP16);
- DEF_FACTORY_RESHAPE(OpReshape, FLOAT);
+ DEF_FACTORY_RESHAPE(OpReshape, FP32);
DEF_FACTORY_RESHAPE(OpReshape, INT8);
DEF_FACTORY_RESHAPE(OpReshape, INT16);
DEF_FACTORY_RESHAPE(OpReshape, INT32);
@@ -343,7 +343,7 @@ GraphNode* OpFactory::newOp(SubgraphTraverser* sgt,
break;
case Op_REVERSE:
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReverse, FP16);
- DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReverse, FLOAT);
+ DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReverse, FP32);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReverse, INT8);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReverse, INT16);
DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OpReverse, INT32);
@@ -351,7 +351,7 @@ GraphNode* OpFactory::newOp(SubgraphTraverser* sgt,
break;
case Op_SLICE:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSlice, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSlice, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSlice, FP32);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSlice, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSlice, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpSlice, INT32);
@@ -359,7 +359,7 @@ GraphNode* OpFactory::newOp(SubgraphTraverser* sgt,
break;
case Op_TILE:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTile, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTile, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTile, FP32);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTile, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTile, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTile, INT32);
@@ -368,7 +368,7 @@ GraphNode* OpFactory::newOp(SubgraphTraverser* sgt,
case Op_TRANSPOSE:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTranspose, BOOL);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTranspose, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTranspose, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTranspose, FP32);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTranspose, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTranspose, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpTranspose, INT32);
@@ -380,14 +380,14 @@ GraphNode* OpFactory::newOp(SubgraphTraverser* sgt,
DEF_FACTORY_ONE_TYPE(OpGather, INT16);
DEF_FACTORY_ONE_TYPE(OpGather, INT32);
DEF_FACTORY_ONE_TYPE(OpGather, FP16);
- DEF_FACTORY_ONE_TYPE(OpGather, FLOAT);
+ DEF_FACTORY_ONE_TYPE(OpGather, FP32);
break;
case Op_SCATTER:
DEF_FACTORY_ONE_TYPE(OpScatter, INT8);
DEF_FACTORY_ONE_TYPE(OpScatter, INT16);
DEF_FACTORY_ONE_TYPE(OpScatter, INT32);
DEF_FACTORY_ONE_TYPE(OpScatter, FP16);
- DEF_FACTORY_ONE_TYPE(OpScatter, FLOAT);
+ DEF_FACTORY_ONE_TYPE(OpScatter, FP32);
break;
// image
@@ -397,7 +397,7 @@ GraphNode* OpFactory::newOp(SubgraphTraverser* sgt,
DEF_FACTORY_TWO_TYPE_RESIZE_INT16(OpResize, INT16, INT48);
DEF_FACTORY_TWO_TYPE_RESIZE_INT16(OpResize, INT16, INT16);
DEF_FACTORY_TWO_TYPE_RESIZE_FP16(OpResize, FP16, FP16);
- DEF_FACTORY_TWO_TYPE_RESIZE_FLOAT(OpResize, FLOAT, FLOAT);
+ DEF_FACTORY_TWO_TYPE_RESIZE_FP32(OpResize, FP32, FP32);
break;
// data_nodes
@@ -405,7 +405,7 @@ GraphNode* OpFactory::newOp(SubgraphTraverser* sgt,
return new OpConst(sgt, id);
case Op_IDENTITY:
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpIdentity, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpIdentity, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpIdentity, FP32);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpIdentity, INT32);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpIdentity, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OpIdentity, INT16);
@@ -421,23 +421,23 @@ GraphNode* OpFactory::newOp(SubgraphTraverser* sgt,
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT8, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT8, INT32);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT8, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT8, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT8, FP32);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT16, BOOL);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT16, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT16, INT32);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT16, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT16, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT16, FP32);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT32, BOOL);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT32, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT32, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT32, FP16);
- DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT32, FLOAT);
+ DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT32, FP32);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, FP16, INT8);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, FP16, INT16);
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, FP16, INT32);
- DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, FLOAT, INT8);
- DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, FLOAT, INT16);
- DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, FLOAT, INT32);
+ DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, FP32, INT8);
+ DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, FP32, INT16);
+ DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, FP32, INT32);
break;
case Op_RESCALE:
DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, INT8, INT8);
diff --git a/reference_model/src/ops/op_factory.h b/reference_model/src/ops/op_factory.h
index 25dfc6e..b525e69 100644
--- a/reference_model/src/ops/op_factory.h
+++ b/reference_model/src/ops/op_factory.h
@@ -111,7 +111,7 @@
return new OP<DType_##DTYPE1, DType_##DTYPE2, float>(sgt, attribute, id); \
}
-#define DEF_FACTORY_TWO_TYPE_RESIZE_FLOAT(OP, DTYPE1, DTYPE2) \
+#define DEF_FACTORY_TWO_TYPE_RESIZE_FP32(OP, DTYPE1, DTYPE2) \
if (inputDType == DType_##DTYPE1 && outputDType == DType_##DTYPE2) \
{ \
return new OP<DType_##DTYPE1, DType_##DTYPE2, float>(sgt, attribute, id); \
diff --git a/reference_model/src/ops/reduction.cc b/reference_model/src/ops/reduction.cc
index 03ee660..eccba09 100644
--- a/reference_model/src/ops/reduction.cc
+++ b/reference_model/src/ops/reduction.cc
@@ -159,20 +159,20 @@ DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceAll, BOOL);
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceAny, BOOL);
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMax, FP16);
-DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMax, FLOAT);
+DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMax, FP32);
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMax, INT8);
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMax, INT16);
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMax, INT32);
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMin, FP16);
-DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMin, FLOAT);
+DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMin, FP32);
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMin, INT8);
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMin, INT16);
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceMin, INT32);
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceProduct, FP16);
-DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceProduct, FLOAT);
+DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceProduct, FP32);
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceSum, FP16);
-DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceSum, FLOAT);
+DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceSum, FP32);
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpReduceSumInt, INT32);
diff --git a/reference_model/src/ops/scatter_gather.cc b/reference_model/src/ops/scatter_gather.cc
index 25174bd..b6c4043 100644
--- a/reference_model/src/ops/scatter_gather.cc
+++ b/reference_model/src/ops/scatter_gather.cc
@@ -227,10 +227,10 @@ DEF_INSTANTIATE_ONE_TYPE(OpGather, INT8);
DEF_INSTANTIATE_ONE_TYPE(OpGather, INT16);
DEF_INSTANTIATE_ONE_TYPE(OpGather, INT32);
DEF_INSTANTIATE_ONE_TYPE(OpGather, FP16);
-DEF_INSTANTIATE_ONE_TYPE(OpGather, FLOAT);
+DEF_INSTANTIATE_ONE_TYPE(OpGather, FP32);
DEF_INSTANTIATE_ONE_TYPE(OpScatter, INT8);
DEF_INSTANTIATE_ONE_TYPE(OpScatter, INT16);
DEF_INSTANTIATE_ONE_TYPE(OpScatter, INT32);
DEF_INSTANTIATE_ONE_TYPE(OpScatter, FP16);
-DEF_INSTANTIATE_ONE_TYPE(OpScatter, FLOAT);
+DEF_INSTANTIATE_ONE_TYPE(OpScatter, FP32);
diff --git a/reference_model/src/ops/template_types.h b/reference_model/src/ops/template_types.h
index 9511c31..3de4899 100644
--- a/reference_model/src/ops/template_types.h
+++ b/reference_model/src/ops/template_types.h
@@ -65,7 +65,7 @@ using Tensor6 = TensorTemplate<ETensor6<T>>;
template <DType type>
struct GetEigenType;
template <>
-struct GetEigenType<DType_FLOAT>
+struct GetEigenType<DType_FP32>
{
using type = float;
};
@@ -301,9 +301,9 @@ struct GetAccDType<DType_FP16, DType_FP16>
static constexpr DType value = DType_FP16;
};
template <>
-struct GetAccDType<DType_FLOAT, DType_FLOAT>
+struct GetAccDType<DType_FP32, DType_FP32>
{
- static constexpr DType value = DType_FLOAT;
+ static constexpr DType value = DType_FP32;
};
}; // namespace TosaReference
diff --git a/reference_model/src/ops/tensor_ops.cc b/reference_model/src/ops/tensor_ops.cc
index c617dda..7db5182 100644
--- a/reference_model/src/ops/tensor_ops.cc
+++ b/reference_model/src/ops/tensor_ops.cc
@@ -512,7 +512,7 @@ int OpAvgPool2d<Dtype, AccDtype>::eval()
.contract(div_map_w.reshape(Eigen::array<Eigen::Index, 2>{ 1, out_width }), contract_dims)
.reshape(Eigen::array<Eigen::Index, 4>{ 1, out_height, out_width, 1 })
.broadcast(bcast);
- if (Dtype != DType_FLOAT && Dtype != DType_FP16)
+ if (Dtype != DType_FP32 && Dtype != DType_FP16)
{
try
{
@@ -1679,41 +1679,41 @@ int OpTransposeConv2d<InDtype, WeightDtype, AccDtype>::eval()
// template explicit instantiation
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpArgMax, FP16);
-DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpArgMax, FLOAT);
+DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpArgMax, FP32);
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpArgMax, INT8);
DEF_INSTANTIATE_RANK1_6_ONE_RANK_ONE_TYPE(OpArgMax, INT16);
DEF_INSTANTIATE_ONE_TYPE_ONE_ACCUM(OpAvgPool2d, FP16, FP16);
-DEF_INSTANTIATE_ONE_TYPE_ONE_ACCUM(OpAvgPool2d, FP16, FLOAT);
-DEF_INSTANTIATE_ONE_TYPE_ONE_ACCUM(OpAvgPool2d, FLOAT, FLOAT);
+DEF_INSTANTIATE_ONE_TYPE_ONE_ACCUM(OpAvgPool2d, FP16, FP32);
+DEF_INSTANTIATE_ONE_TYPE_ONE_ACCUM(OpAvgPool2d, FP32, FP32);
DEF_INSTANTIATE_ONE_TYPE_ONE_ACCUM(OpAvgPool2d, INT8, INT32);
DEF_INSTANTIATE_ONE_TYPE_ONE_ACCUM(OpAvgPool2d, INT16, INT32);
// [in_t, weight_t, acc_t]
DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpConv2d, FP16, FP16, FP16);
-DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpConv2d, FP16, FP16, FLOAT);
-DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpConv2d, FLOAT, FLOAT, FLOAT);
+DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpConv2d, FP16, FP16, FP32);
+DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpConv2d, FP32, FP32, FP32);
DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpConv2d, INT8, INT4, INT32);
DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpConv2d, INT8, INT8, INT32);
DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpConv2d, INT16, INT8, INT48);
DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpConv3d, FP16, FP16, FP16);
-DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpConv3d, FP16, FP16, FLOAT);
-DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpConv3d, FLOAT, FLOAT, FLOAT);
+DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpConv3d, FP16, FP16, FP32);
+DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpConv3d, FP32, FP32, FP32);
DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpConv3d, INT8, INT4, INT32);
DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpConv3d, INT8, INT8, INT32);
DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpConv3d, INT16, INT8, INT48);
DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpDepthwiseConv2d, FP16, FP16, FP16);
-DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpDepthwiseConv2d, FP16, FP16, FLOAT);
-DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpDepthwiseConv2d, FLOAT, FLOAT, FLOAT);
+DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpDepthwiseConv2d, FP16, FP16, FP32);
+DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpDepthwiseConv2d, FP32, FP32, FP32);
DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpDepthwiseConv2d, INT8, INT4, INT32);
DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpDepthwiseConv2d, INT8, INT8, INT32);
DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpDepthwiseConv2d, INT16, INT8, INT48);
DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpFullyConnected, FP16, FP16, FP16);
-DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpFullyConnected, FP16, FP16, FLOAT);
-DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpFullyConnected, FLOAT, FLOAT, FLOAT);
+DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpFullyConnected, FP16, FP16, FP32);
+DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpFullyConnected, FP32, FP32, FP32);
DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpFullyConnected, INT8, INT4, INT32);
DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpFullyConnected, INT8, INT8, INT32);
DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpFullyConnected, INT16, INT8, INT48);
@@ -1721,17 +1721,17 @@ DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpFullyConnected, INT16, INT8, INT48);
DEF_INSTANTIATE_ONE_TYPE_ONE_ACCUM(OpMatMul, INT8, INT32);
DEF_INSTANTIATE_ONE_TYPE_ONE_ACCUM(OpMatMul, INT16, INT48);
DEF_INSTANTIATE_ONE_TYPE_ONE_ACCUM(OpMatMul, FP16, FP16);
-DEF_INSTANTIATE_ONE_TYPE_ONE_ACCUM(OpMatMul, FP16, FLOAT);
-DEF_INSTANTIATE_ONE_TYPE_ONE_ACCUM(OpMatMul, FLOAT, FLOAT);
+DEF_INSTANTIATE_ONE_TYPE_ONE_ACCUM(OpMatMul, FP16, FP32);
+DEF_INSTANTIATE_ONE_TYPE_ONE_ACCUM(OpMatMul, FP32, FP32);
DEF_INSTANTIATE_ONE_TYPE(OpMaxPool2d, FP16);
-DEF_INSTANTIATE_ONE_TYPE(OpMaxPool2d, FLOAT);
+DEF_INSTANTIATE_ONE_TYPE(OpMaxPool2d, FP32);
DEF_INSTANTIATE_ONE_TYPE(OpMaxPool2d, INT8);
DEF_INSTANTIATE_ONE_TYPE(OpMaxPool2d, INT16);
DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpTransposeConv2d, FP16, FP16, FP16);
-DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpTransposeConv2d, FP16, FP16, FLOAT);
-DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpTransposeConv2d, FLOAT, FLOAT, FLOAT);
+DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpTransposeConv2d, FP16, FP16, FP32);
+DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpTransposeConv2d, FP32, FP32, FP32);
DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpTransposeConv2d, INT8, INT4, INT32);
DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpTransposeConv2d, INT8, INT8, INT32);
DEF_INSTANTIATE_TWO_TYPE_ONE_ACCUM(OpTransposeConv2d, INT16, INT8, INT48);
diff --git a/reference_model/src/ops/type_conversion.cc b/reference_model/src/ops/type_conversion.cc
index 50e710a..f51c38c 100644
--- a/reference_model/src/ops/type_conversion.cc
+++ b/reference_model/src/ops/type_conversion.cc
@@ -312,7 +312,7 @@ CastHelper<DType_FP16, OutDtype>::CastHelper()
}
template <DType InDtype>
-CastHelper<InDtype, DType_FLOAT>::CastHelper()
+CastHelper<InDtype, DType_FP32>::CastHelper()
{
fcn = [](InEigenType in) -> float {
float out = (OutEigenType)in; // default cast to float is round_to_nearest_float()
@@ -321,7 +321,7 @@ CastHelper<InDtype, DType_FLOAT>::CastHelper()
}
template <DType OutDtype>
-CastHelper<DType_FLOAT, OutDtype>::CastHelper()
+CastHelper<DType_FP32, OutDtype>::CastHelper()
{
fcn = [](float in) -> OutEigenType {
OutEigenType out = std::round(in);
@@ -339,23 +339,23 @@ DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT8, BOOL);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT8, INT16);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT8, INT32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT8, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT8, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT8, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT16, BOOL);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT16, INT8);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT16, INT32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT16, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT16, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT16, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT32, BOOL);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT32, INT8);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT32, INT16);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT32, FP16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT32, FLOAT);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, INT32, FP32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, FP16, INT8);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, FP16, INT16);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, FP16, INT32);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, FLOAT, INT8);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, FLOAT, INT16);
-DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, FLOAT, INT32);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, FP32, INT8);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, FP32, INT16);
+DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpCast, FP32, INT32);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, INT8, INT8);
DEF_INSTANTIATE_RANK0_6_ONE_RANK_TWO_TYPE(OpRescale, INT8, INT16);
diff --git a/reference_model/src/ops/type_conversion.h b/reference_model/src/ops/type_conversion.h
index 5f197cf..b0de30c 100644
--- a/reference_model/src/ops/type_conversion.h
+++ b/reference_model/src/ops/type_conversion.h
@@ -137,11 +137,11 @@ private:
};
template <DType InDtype>
-class CastHelper<InDtype, DType_FLOAT>
+class CastHelper<InDtype, DType_FP32>
{
public:
using InEigenType = typename GetEigenType<InDtype>::type;
- using OutEigenType = typename GetEigenType<DType_FLOAT>::type;
+ using OutEigenType = typename GetEigenType<DType_FP32>::type;
using FcnType = std::function<OutEigenType(InEigenType)>;
CastHelper();
const FcnType& get_fcn() const
@@ -154,10 +154,10 @@ private:
};
template <DType OutDtype>
-class CastHelper<DType_FLOAT, OutDtype>
+class CastHelper<DType_FP32, OutDtype>
{
public:
- using InEigenType = typename GetEigenType<DType_FLOAT>::type;
+ using InEigenType = typename GetEigenType<DType_FP32>::type;
using OutEigenType = typename GetEigenType<OutDtype>::type;
using FcnType = std::function<OutEigenType(InEigenType)>;
static constexpr int32_t OutMin = GetQMin<OutDtype>::value;
diff --git a/reference_model/src/subgraph_traverser.cc b/reference_model/src/subgraph_traverser.cc
index cbb7001..15d82e6 100644
--- a/reference_model/src/subgraph_traverser.cc
+++ b/reference_model/src/subgraph_traverser.cc
@@ -394,7 +394,7 @@ int SubgraphTraverser::allocateTensor()
tensor->setTensorValueFloat(f16_data.size(), f16_data.data());
}
break;
- case DType_FLOAT:
+ case DType_FP32:
{
std::vector<float> fp32_data;
TosaSerializationHandler::ConvertU8toF32(ts->GetData(), tensor->getElementCount(), fp32_data);
@@ -702,7 +702,7 @@ int SubgraphTraverser::validateGraph()
DType dtype = currTensor->getDtype();
// Float-point disallowed
- if (dtype == DType_FLOAT || dtype == DType_FP16)
+ if (dtype == DType_FP32 || dtype == DType_FP16)
{
WARNING("SubgraphTraverser::validateGraph(): TOSA Base Inference profile selected: All floating point "
"disabled, but %s tensor %s found\n",
diff --git a/reference_model/src/tensor.cc b/reference_model/src/tensor.cc
index cbe12a9..8e65a27 100644
--- a/reference_model/src/tensor.cc
+++ b/reference_model/src/tensor.cc
@@ -93,7 +93,7 @@ int TosaReference::Tensor::readFromNpyFile(const char* filename)
switch (getDtype())
{
- case DType_FLOAT:
+ case DType_FP32:
fdatabuf = (float*)calloc(sizeof(float), elements);
ASSERT_MEM(fdatabuf);
@@ -161,8 +161,8 @@ int TosaReference::Tensor::readFromNpyFile(const char* filename)
for (uint32_t i=0; i < elements; i++) {
fdatabuf[i] = half_float::half_cast<float, half_float::half>(f16databuf[i]);
}
- // Fall through to DType_FLOAT case
- case DType_FLOAT:
+ // Fall through to DType_FP32 case
+ case DType_FP32:
if (setTensorValueFloat(elements, fdatabuf))
{
if (f16databuf)
@@ -229,7 +229,7 @@ int TosaReference::Tensor::writeToNpyFile(const char* filename) const
switch (getDtype())
{
- case DType_FLOAT:
+ case DType_FP32:
fdatabuf = (float*)calloc(sizeof(float), elements);
ASSERT_MEM(fdatabuf);
@@ -429,7 +429,7 @@ int TosaReference::Tensor::readfromVector(const std::vector<float>& vals)
uint32_t elements = getElementCount();
switch (getDtype())
{
- case DType_FLOAT:
+ case DType_FP32:
if (vals.size() != elements)
{
WARNING("The input size (%ld) doesn't match the number of elements (%d) assigned to the tensor.",
@@ -532,7 +532,7 @@ int TosaReference::Tensor::writeToVector(std::vector<float>& vals)
switch (getDtype())
{
- case DType_FLOAT:
+ case DType_FP32:
if (vals.size() != elements)
{
WARNING("The output size (%ld) doesn't match the number of elements (%d) assigned to the tensor.",
diff --git a/reference_model/src/tensor.h b/reference_model/src/tensor.h
index 78a210e..efd7e62 100644
--- a/reference_model/src/tensor.h
+++ b/reference_model/src/tensor.h
@@ -642,7 +642,7 @@ public:
{
switch (tensorDtype_)
{
- case DType_FLOAT:
+ case DType_FP32:
case DType_FP16:
switch (rank)
{
generated by cgit v1.2.1 (git 2.23.0) at 2024-05-15 20:28:37 +0000