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authorLouis Verhaard <louis.verhaard@arm.com>2020-12-18 14:23:06 +0100
committerLouis Verhaard <louis.verhaard@arm.com>2020-12-22 16:04:38 +0100
commitf4e12beff027e8463aeaed7b75d5e48afb25c8b3 (patch)
tree6e56a37b7ca30c9f8acdafc08a4627bdadb374d2 /ethosu/vela/tflite_reader.py
parentf27a8b65f8cff8fc52db8e39a6eb8f78b6616c6b (diff)
downloadethos-u-vela-f4e12beff027e8463aeaed7b75d5e48afb25c8b3.tar.gz
MLBEDSW-3561: Support const STRING input tensors
Added handling of input tensors with constant string data. Signed-off-by: Louis Verhaard <louis.verhaard@arm.com> Change-Id: Ieb5164a9d56d580ad08ea834bf2cbb7288cd9539
Diffstat (limited to 'ethosu/vela/tflite_reader.py')
-rw-r--r--ethosu/vela/tflite_reader.py14
1 files changed, 9 insertions, 5 deletions
diff --git a/ethosu/vela/tflite_reader.py b/ethosu/vela/tflite_reader.py
index 21ff8873..45397c2b 100644
--- a/ethosu/vela/tflite_reader.py
+++ b/ethosu/vela/tflite_reader.py
@@ -129,11 +129,15 @@ class TFLiteSubgraph:
tens.values = None
buf = self.graph.buffers[tens_data.Buffer()]
- if buf is not None and dtype != DataType.string:
- tens.values = np.array(buf.view(datatype_map_numpy[tens_dtype]).reshape(shape))
- if tens.quantization is not None:
- tens.quant_values = tens.values
- tens.values = tens.quantization.dequantize(tens.quant_values)
+ if buf is not None:
+ np_dtype = datatype_map_numpy[tens_dtype]
+ if dtype == DataType.string:
+ tens.values = np.array(buf.view(np_dtype))
+ else:
+ tens.values = np.array(buf.view(np_dtype).reshape(shape))
+ if tens.quantization is not None:
+ tens.quant_values = tens.values
+ tens.values = tens.quantization.dequantize(tens.quant_values)
return tens
def parse_operator(self, op_index, op_data):