diff options
Diffstat (limited to 'reference_model/src/ops/ewise_unary.cc')
| -rw-r--r-- | reference_model/src/ops/ewise_unary.cc | 36 |
1 files changed, 27 insertions, 9 deletions
diff --git a/reference_model/src/ops/ewise_unary.cc b/reference_model/src/ops/ewise_unary.cc index 00897cc..5347b8c 100644 --- a/reference_model/src/ops/ewise_unary.cc +++ b/reference_model/src/ops/ewise_unary.cc @@ -78,11 +78,14 @@ int OpAbs<Rank, Dtype>::register_fcn() { switch (Dtype) { - case DType_FP32: - case DType_FP16: + case DType_FP32: // No fpTrunc for FP32 as it is a no-op case DType_INT32: this->fcn = [](InEigenType a) -> OutEigenType { return a > (InEigenType)0 ? a : (-a); }; break; + case DType_FP16: + case DType_BF16: + this->fcn = [](InEigenType a) -> OutEigenType { return fpTrunc<Dtype>(a > (InEigenType)0 ? a : (-a)); }; + break; default: ERROR_IF(true, "unsupported DType %s", EnumNamesDType()[Dtype]); } @@ -113,8 +116,9 @@ int OpCeil<Rank, Dtype>::register_fcn() switch (Dtype) { case DType_FP16: + case DType_BF16: case DType_FP32: - this->fcn = [](InEigenType a) -> OutEigenType { return ceilf(a); }; + this->fcn = [](InEigenType a) -> OutEigenType { return fpTrunc<Dtype>(ceilf(a)); }; break; default: ERROR_IF(true, "unsupported DType %s", EnumNamesDType()[Dtype]); @@ -161,8 +165,9 @@ int OpExp<Rank, Dtype>::register_fcn() switch (Dtype) { case DType_FP16: + case DType_BF16: case DType_FP32: - this->fcn = [](InEigenType a) -> OutEigenType { return expf(a); }; + this->fcn = [](InEigenType a) -> OutEigenType { return fpTrunc<Dtype>(expf(a)); }; break; default: ERROR_IF(true, "unsupported DType %s", EnumNamesDType()[Dtype]); @@ -177,8 +182,9 @@ int OpFloor<Rank, Dtype>::register_fcn() switch (Dtype) { case DType_FP16: + case DType_BF16: case DType_FP32: - this->fcn = [](InEigenType a) -> OutEigenType { return floorf(a); }; + this->fcn = [](InEigenType a) -> OutEigenType { return fpTrunc<Dtype>(floorf(a)); }; break; default: ERROR_IF(true, "unsupported DType %s", EnumNamesDType()[Dtype]); @@ -193,8 +199,9 @@ int OpLog<Rank, Dtype>::register_fcn() switch (Dtype) { case DType_FP16: + case DType_BF16: case DType_FP32: - this->fcn = [](InEigenType a) -> OutEigenType { return logf(a); }; + this->fcn = [](InEigenType a) -> OutEigenType { return fpTrunc<Dtype>(logf(a)); }; break; default: ERROR_IF(true, "unsupported DType %s", EnumNamesDType()[Dtype]); @@ -245,10 +252,11 @@ int OpNegate<Rank, Dtype>::register_fcn() switch (Dtype) { case DType_FP16: + case DType_BF16: case DType_FP32: this->fcn = [](InEigenType a) -> OutEigenType { InEigenType result = -(a); - return result; + return fpTrunc<Dtype>(result); }; break; case DType_INT16: @@ -297,8 +305,9 @@ int OpReciprocal<Rank, Dtype>::register_fcn() switch (Dtype) { case DType_FP16: + case DType_BF16: case DType_FP32: - this->fcn = [](InEigenType a) -> OutEigenType { return 1.0 / a; }; + this->fcn = [](InEigenType a) -> OutEigenType { return fpTrunc<Dtype>(1.0 / a); }; break; default: ERROR_IF(true, "unsupported DType %s", EnumNamesDType()[Dtype]); @@ -313,8 +322,9 @@ int OpRsqrt<Rank, Dtype>::register_fcn() switch (Dtype) { case DType_FP16: + case DType_BF16: case DType_FP32: - this->fcn = [](InEigenType a) -> OutEigenType { return 1.0 / sqrtf(a); }; + this->fcn = [](InEigenType a) -> OutEigenType { return fpTrunc<Dtype>(1.0 / sqrtf(a)); }; break; default: ERROR_IF(true, "unsupported DType %s", EnumNamesDType()[Dtype]); @@ -325,6 +335,7 @@ 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, BF16); DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpAbs, FP32); DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpAbs, INT32); @@ -333,29 +344,36 @@ 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, BF16); 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, BF16); 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, BF16); 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, BF16); 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, BF16); 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, BF16); 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, BF16); DEF_INSTANTIATE_RANK0_6_ONE_RANK_ONE_TYPE(OpReciprocal, FP32); |