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| author | James Ward <james.ward@arm.com> | 2022-10-19 12:20:31 +0100 |
|---|---|---|
| committer | Jeremy Johnson <jeremy.johnson@arm.com> | 2022-11-09 12:19:51 +0000 |
| commit | 24dbc420aae556649f50e645bd94489dab2cc75a (patch) | |
| tree | 490345da43e9c5bae0f450ba05ffe85874077e0a /reference_model/src/ops/data_layout.cc | |
| parent | 3b0544c1e7463295c49a48a162ebb9a546326829 (diff) | |
| download | reference_model-24dbc420aae556649f50e645bd94489dab2cc75a.tar.gz | |
Add BF16 support to reference model
* Upgrade Eigen to 3.4.0 (for bfloat16 support) and add work-
arounds for reduce.any() and reduce.all() bugs (introduced
between 3.3.7 and 3.4.0)
* Truncation to bfloat16 now performed in eval() methods
Signed-off-by: James Ward <james.ward@arm.com>
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: If5f5c988d76d3d30790acf3b97081726b89205fe
Diffstat (limited to 'reference_model/src/ops/data_layout.cc')
| -rw-r--r-- | reference_model/src/ops/data_layout.cc | 7 |
1 files changed, 7 insertions, 0 deletions
diff --git a/reference_model/src/ops/data_layout.cc b/reference_model/src/ops/data_layout.cc index 69b6a65..bffd659 100644 --- a/reference_model/src/ops/data_layout.cc +++ b/reference_model/src/ops/data_layout.cc @@ -639,6 +639,7 @@ 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, BF16) 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) @@ -646,6 +647,7 @@ 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, BF16); 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); @@ -653,6 +655,7 @@ 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, BF16); DEF_INSTANTIATE_RESHAPE(OpReshape, FP32); DEF_INSTANTIATE_RESHAPE(OpReshape, INT8); DEF_INSTANTIATE_RESHAPE(OpReshape, INT16); @@ -660,6 +663,7 @@ 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, BF16); 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); @@ -667,6 +671,7 @@ 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, BF16); 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); @@ -674,6 +679,7 @@ 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, BF16); 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); @@ -681,6 +687,7 @@ 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, BF16); 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); |