ONE - On-device Neural Engine
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luci_eval_verifier.py File Reference
Go to the source code of this file.
Namespaces
namespace
luci_eval_verifier
Variables
luci_eval_verifier.parser
= argparse.ArgumentParser()
luci_eval_verifier.type
luci_eval_verifier.str
luci_eval_verifier.required
luci_eval_verifier.args
= parser.parse_args()
luci_eval_verifier.driver
= args.driver
str
luci_eval_verifier.tflite_model
= args.model + ".tflite"
str
luci_eval_verifier.circle_model
= args.model + ".circle"
int
luci_eval_verifier.rtolf32
= 1e-5
int
luci_eval_verifier.atolf32
= 1e-5
int
luci_eval_verifier.rtolint
= 0
int
luci_eval_verifier.atolint
= 0
luci_eval_verifier.interpreter
= tf.lite.Interpreter(
tflite_model
)
luci_eval_verifier.full_signatures
= interpreter._get_full_signature_list()
luci_eval_verifier.full_signatures_outputs_remap
= None
luci_eval_verifier.signature_serving_default
= full_signatures.get('serving_default', None)
luci_eval_verifier.signature_outputs
=
signature_serving_default
['outputs']
luci_eval_verifier.num_inputs
= len(interpreter.get_input_details())
luci_eval_verifier.input_details
= interpreter.get_input_details()[i]
luci_eval_verifier.input_data
str
luci_eval_verifier.input_dtype
= "float32"
luci_eval_verifier.sep
luci_eval_verifier.check
luci_eval_verifier.inpt_output_details
= interpreter.get_output_details()
luci_eval_verifier.output_details
=
inpt_output_details
[idx]
luci_eval_verifier.output_data
luci_eval_verifier.shape_file
= open(
circle_model
+ ".output" +
str
(idx) + ".shape", 'r')
list
luci_eval_verifier.output_shape
= [int(i) for i in shape_file.read().split(',')]
luci_eval_verifier.luci_output_data
= np.reshape(
output_data
,
output_shape
)
luci_eval_verifier.output_tensor
=
output_details
["index"]
luci_eval_verifier.intp_output_data
= interpreter.get_tensor(
output_tensor
)
luci_eval_verifier.rtol
luci_eval_verifier.atol
str
luci_eval_verifier.output_dtype
= "uint8"
compiler
luci-value-test
luci_eval_verifier.py
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