ONE - On-device Neural Engine
Loading...
Searching...
No Matches
Variables
part_eval_one Namespace Reference

Variables

 parser = argparse.ArgumentParser()
 
 type
 
 str
 
 required
 
 args = parser.parse_args()
 
 driver = args.driver
 
str tflite_model = args.name + ".tflite"
 
str circle_model = args.name + ".circle"
 
str partition_conn_ini = args.name + ".conn.ini"
 
str partition_conn_json = args.name + ".conn.json"
 
str expected_count = args.name + ".excnt"
 
 expected_count_line = expected_count_file.readline()
 
 json_data = json.load(json_file)
 
 parts_value = json_data["parts"]
 
 interpreter = tf.lite.Interpreter(tflite_model)
 
 full_signatures = interpreter._get_full_signature_list()
 
 full_signatures_outputs_remap = None
 
 signature_serving_default = full_signatures.get('serving_default', None)
 
 signature_outputs = signature_serving_default['outputs']
 
 num_inputs = len(interpreter.get_input_details())
 
 input_details = interpreter.get_input_details()[i]
 
 input_details_dtype = input_details["dtype"]
 
 input_details_shape = input_details["shape"]
 
 input_data
 
list partition_command
 
 flush
 
 check
 
 inpt_output_details = interpreter.get_output_details()
 
 output_details = inpt_output_details[idx]
 
 output_dtype = output_details["dtype"]
 
 output_data = np.fromfile(circle_model + ".output" + str(idx), output_dtype)
 
 shape_file = open(circle_model + ".output" + str(idx) + ".shape", 'r')
 
list output_shape = [int(i) for i in shape_file.read().split(',')]
 
 luci_output_data = np.reshape(output_data, output_shape)
 
 output_tensor = output_details["index"]
 
 intp_output_data = interpreter.get_tensor(output_tensor)
 
 rtol
 
 atol
 

Variable Documentation

◆ args

part_eval_one.args = parser.parse_args()

Definition at line 21 of file part_eval_one.py.

◆ atol

part_eval_one.atol

Definition at line 122 of file part_eval_one.py.

◆ check

part_eval_one.check

Definition at line 105 of file part_eval_one.py.

◆ circle_model

str part_eval_one.circle_model = args.name + ".circle"

Definition at line 25 of file part_eval_one.py.

◆ driver

part_eval_one.driver = args.driver

Definition at line 23 of file part_eval_one.py.

◆ expected_count

str part_eval_one.expected_count = args.name + ".excnt"

Definition at line 28 of file part_eval_one.py.

◆ expected_count_line

part_eval_one.expected_count_line = expected_count_file.readline()

Definition at line 33 of file part_eval_one.py.

◆ flush

part_eval_one.flush

Definition at line 103 of file part_eval_one.py.

◆ full_signatures

part_eval_one.full_signatures = interpreter._get_full_signature_list()

Definition at line 57 of file part_eval_one.py.

◆ full_signatures_outputs_remap

list part_eval_one.full_signatures_outputs_remap = None

Definition at line 58 of file part_eval_one.py.

◆ inpt_output_details

part_eval_one.inpt_output_details = interpreter.get_output_details()

Definition at line 108 of file part_eval_one.py.

◆ input_data

part_eval_one.input_data
Initial value:
1= np.array(np.random.random_sample(input_details_shape),
2 input_details_dtype)

Definition at line 75 of file part_eval_one.py.

◆ input_details

part_eval_one.input_details = interpreter.get_input_details()[i]

Definition at line 71 of file part_eval_one.py.

◆ input_details_dtype

part_eval_one.input_details_dtype = input_details["dtype"]

Definition at line 72 of file part_eval_one.py.

◆ input_details_shape

part_eval_one.input_details_shape = input_details["shape"]

Definition at line 73 of file part_eval_one.py.

◆ interpreter

part_eval_one.interpreter = tf.lite.Interpreter(tflite_model)

Definition at line 53 of file part_eval_one.py.

◆ intp_output_data

part_eval_one.intp_output_data = interpreter.get_tensor(output_tensor)

Definition at line 119 of file part_eval_one.py.

◆ json_data

part_eval_one.json_data = json.load(json_file)

Definition at line 38 of file part_eval_one.py.

◆ luci_output_data

part_eval_one.luci_output_data = np.reshape(output_data, output_shape)

Definition at line 115 of file part_eval_one.py.

◆ num_inputs

part_eval_one.num_inputs = len(interpreter.get_input_details())

Definition at line 69 of file part_eval_one.py.

◆ output_data

part_eval_one.output_data = np.fromfile(circle_model + ".output" + str(idx), output_dtype)

Definition at line 112 of file part_eval_one.py.

◆ output_details

part_eval_one.output_details = inpt_output_details[idx]

Definition at line 110 of file part_eval_one.py.

◆ output_dtype

part_eval_one.output_dtype = output_details["dtype"]

Definition at line 111 of file part_eval_one.py.

◆ output_shape

list part_eval_one.output_shape = [int(i) for i in shape_file.read().split(',')]

Definition at line 114 of file part_eval_one.py.

◆ output_tensor

part_eval_one.output_tensor = output_details["index"]

Definition at line 116 of file part_eval_one.py.

◆ parser

part_eval_one.parser = argparse.ArgumentParser()

Definition at line 18 of file part_eval_one.py.

◆ partition_command

part_eval_one.partition_command
Initial value:
1= [
2 driver, partition_conn_ini,
3 str(num_inputs), circle_model + ".input", circle_model + ".output"
4]

Definition at line 96 of file part_eval_one.py.

◆ partition_conn_ini

str part_eval_one.partition_conn_ini = args.name + ".conn.ini"

Definition at line 26 of file part_eval_one.py.

◆ partition_conn_json

str part_eval_one.partition_conn_json = args.name + ".conn.json"

Definition at line 27 of file part_eval_one.py.

◆ parts_value

part_eval_one.parts_value = json_data["parts"]

Definition at line 39 of file part_eval_one.py.

◆ required

part_eval_one.required

Definition at line 19 of file part_eval_one.py.

◆ rtol

part_eval_one.rtol

Definition at line 122 of file part_eval_one.py.

◆ shape_file

part_eval_one.shape_file = open(circle_model + ".output" + str(idx) + ".shape", 'r')

Definition at line 113 of file part_eval_one.py.

◆ signature_outputs

part_eval_one.signature_outputs = signature_serving_default['outputs']

Definition at line 62 of file part_eval_one.py.

◆ signature_serving_default

part_eval_one.signature_serving_default = full_signatures.get('serving_default', None)

Definition at line 60 of file part_eval_one.py.

◆ str

part_eval_one.str

Definition at line 19 of file part_eval_one.py.

◆ tflite_model

str part_eval_one.tflite_model = args.name + ".tflite"

Definition at line 24 of file part_eval_one.py.

◆ type

part_eval_one.type

Definition at line 19 of file part_eval_one.py.