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| author | James Ward <james.ward@arm.com> | 2022-10-18 17:27:40 +0100 |
|---|---|---|
| committer | James Ward <james.ward@arm.com> | 2022-10-26 11:57:21 +0100 |
| commit | 34a627959a61b4eccbeea4400cf9684debb331dc (patch) | |
| tree | 7b6be68e49010f9a621c8e8f67f55163a534fe69 /python/serializer/tosa_serializer.py | |
| parent | e1072a9ed871fd474e7b09b7a74ae7be5f0a6f78 (diff) | |
| download | serialization_lib-34a627959a61b4eccbeea4400cf9684debb331dc.tar.gz | |
BF16 support in TOSA serialization
Change-Id: I98072019e3dbbf1eab0bc95f74a4546ed82519db
Signed-off-by: James Ward <james.ward@arm.com>
Diffstat (limited to 'python/serializer/tosa_serializer.py')
| -rw-r--r-- | python/serializer/tosa_serializer.py | 5 |
1 files changed, 3 insertions, 2 deletions
diff --git a/python/serializer/tosa_serializer.py b/python/serializer/tosa_serializer.py index f4e146c..861ea46 100644 --- a/python/serializer/tosa_serializer.py +++ b/python/serializer/tosa_serializer.py @@ -59,6 +59,7 @@ DTypeNames = [ "FP32", "UINT16", "FP16", + "BF16", ] ByteMask = np.uint64(0xFF) @@ -378,7 +379,7 @@ class TosaSerializerTensor: self.shape = shape self.dtype = dtype - if dtype == DType.FP32: + if dtype == DType.FP32 or dtype == DType.BF16: fntype = np.float32 elif dtype == DType.FP16: fntype = np.float16 @@ -466,7 +467,7 @@ class TosaSerializerTensor: elif self.dtype == DType.FP16: np_arr = np.array(self.data, dtype=np.float16) u8_data.extend(np_arr.view(np.uint8)) - elif self.dtype == DType.FP32: + elif self.dtype == DType.FP32 or self.dtype == DType.BF16: for val in self.data: b = struct.pack("!f", val) u8_data.extend([b[3], b[2], b[1], b[0]]) |