diff options
Diffstat (limited to 'ethosu/vela/model_reader.py')
| -rw-r--r-- | ethosu/vela/model_reader.py | 37 |
1 files changed, 30 insertions, 7 deletions
diff --git a/ethosu/vela/model_reader.py b/ethosu/vela/model_reader.py index bb49b64a..f48645d3 100644 --- a/ethosu/vela/model_reader.py +++ b/ethosu/vela/model_reader.py @@ -16,7 +16,9 @@ # Description: # Dispatcher for reading a neural network model. from . import tflite_reader +from . import tosa_reader from .errors import InputFileError +from .nn_graph import NetworkType class ModelReaderOptions: @@ -37,12 +39,33 @@ def read_model(fname, options, feed_dict=None, output_node_names=None, initialis output_node_names = [] if initialisation_nodes is None: initialisation_nodes = [] - return tflite_reader.read_tflite( - fname, - options.batch_size, - feed_dict=feed_dict, - output_node_names=output_node_names, - initialisation_nodes=initialisation_nodes, + return ( + tflite_reader.read_tflite( + fname, + options.batch_size, + feed_dict=feed_dict, + output_node_names=output_node_names, + initialisation_nodes=initialisation_nodes, + ), + NetworkType.TFLite, + ) + elif fname.endswith(".tosa"): + if feed_dict is None: + feed_dict = {} + if output_node_names is None: + output_node_names = [] + if initialisation_nodes is None: + initialisation_nodes = [] + + return ( + tosa_reader.read_tosa( + fname, + options.batch_size, + feed_dict=feed_dict, + output_node_names=output_node_names, + initialisation_nodes=initialisation_nodes, + ), + NetworkType.TOSA, ) else: - raise InputFileError(fname, "Unsupported file extension. Only .tflite files are supported") + raise InputFileError(fname, "Unsupported file extension. Only .tflite and .tosa files are supported") |