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Delete gen_model_cpp.py
Browse files- gen_model_cpp.py +0 -96
gen_model_cpp.py
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import datetime
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from pathlib import Path
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from jinja2 import Environment, FileSystemLoader
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import binascii
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import platform
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# Define the choices and corresponding strings for tflite location
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loc_choices = {
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1: "MODEL_TFLITE_ATTRIBUTE", # SRAM
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2: "MODEL_TFLITE_ATTRIBUTE_FLASH", # QSPI FLASH
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}
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import datetime
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from pathlib import Path
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from jinja2 import Environment, FileSystemLoader
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def generate_model_cpp(tflite_path, output_dir, namespace, tflite_loc, license_header):
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tflite_loc_choice = loc_choices.get(tflite_loc, "MODEL_TFLITE_ATTRIBUTE")
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# Get the path to the directory containing this script
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script_dir = Path(__file__).parent
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# Initialize Jinja2 environment
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env = Environment(loader=FileSystemLoader(script_dir / 'templates'),
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trim_blocks=True,
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lstrip_blocks=True)
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if not Path(tflite_path).is_file():
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raise Exception(f"{tflite_path} not found")
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# Resolve relative paths for output_dir and cpp_filename
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output_dir = Path(output_dir).resolve()
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cpp_filename = (output_dir / (namespace + ".cc")).resolve()
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if platform.system() == "Windows":
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print(f"++ Converting {Path(tflite_path).name} to {output_dir}\{cpp_filename.name}")
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else:
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print(f"++ Converting {Path(tflite_path).name} to {output_dir}/{cpp_filename.name}")
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output_dir.mkdir(exist_ok=True)
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model_data, model_length = get_tflite_data(tflite_path)
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env.get_template('tflite.cc.template').stream(common_template_header=license_header,
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model_data=model_data,
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model_length=model_length,
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namespace=namespace,
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tflite_attribute=tflite_loc_choice).dump(str(cpp_filename))
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def get_tflite_data(tflite_path):
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"""
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Reads a binary file and returns a C style array as a
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list of strings.
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Argument:
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tflite_path: path to the tflite model.
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Returns:
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tuple: (list of strings, int)
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- List of strings representing the C style array
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- Number of bytes in the binary file
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"""
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with open(tflite_path, 'rb') as tflite_model:
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data = tflite_model.read()
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bytes_per_line = 32
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hex_digits_per_line = bytes_per_line * 2
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hexstream = binascii.hexlify(data).decode('utf-8')
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hexstring = '{'
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for i in range(0, len(hexstream), 2):
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if 0 == (i % hex_digits_per_line):
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hexstring += "\n"
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hexstring += '0x' + hexstream[i:i+2] + ", "
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hexstring += '};\n'
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return [hexstring], len(data)
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# Optionally, you can still keep the command-line interface for standalone usage
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if __name__ == '__main__':
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import argparse
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parser = argparse.ArgumentParser()
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parser.add_argument("--tflite_path", help="Model (.tflite) path", required=True)
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parser.add_argument("--output_dir", help="Output directory", required=True)
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parser.add_argument('-e', '--expression', action='append', default=[], dest="expr")
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parser.add_argument('--header', action='append', default=[], dest="headers")
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parser.add_argument('-ns', '--namespaces', action='append', default=[], dest="namespaces")
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parser.add_argument("--license_template", type=str, help="Header template file",
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default="header_template.txt")
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parser.add_argument('-tl','--tflite_loc', type=int, choices=loc_choices.keys(),
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help="Choose an option (1 : SRAM, 2 : FLASH)", default=1, required=False)
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args = parser.parse_args()
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license_header = ""
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generate_model_cpp(args.tflite_path, args.output_dir, args.namespace, args.tflite_loc, license_header)
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