validate_onnx2circle.py File Reference

Go to the source code of this file.

Data Structures
class	validate_onnx2circle.OnnxRunner

Namespaces
namespace	validate_onnx2circle

Functions
	validate_onnx2circle.to_numpy (tensor)
	validate_onnx2circle.to_nhwc (tensor)

Variables
	validate_onnx2circle.parser = argparse.ArgumentParser()
	validate_onnx2circle.type
	validate_onnx2circle.str
	validate_onnx2circle.required
	validate_onnx2circle.args = parser.parse_args()
	validate_onnx2circle.driver = args.driver
	validate_onnx2circle.onnx_filepath = args.onnx
	validate_onnx2circle.circle_filepath = args.circle
	validate_onnx2circle.onnx_runner = OnnxRunner(onnx_filepath)
	validate_onnx2circle.process
int	validate_onnx2circle.rtolerance = 1e-03
int	validate_onnx2circle.atolerance = 1e-04
bool	validate_onnx2circle.result_compare = True
	validate_onnx2circle.output_shape = onnx_runner.outputs[idx].shape
	validate_onnx2circle.output_type = onnx_runner.outputs[idx].type
	validate_onnx2circle.output_np_type = np.float32
	validate_onnx2circle.output_data = np.fromfile(circle_filepath + ".output" + str(idx), output_np_type)
	validate_onnx2circle.shape_file = open(circle_filepath + ".output" + str(idx) + ".shape", 'r')
	validate_onnx2circle.luci_output_data = np.reshape(output_data, output_shape)
	validate_onnx2circle.output_nchw = onnx_runner.outs[idx]
	validate_onnx2circle.output_nhwc = to_nhwc(output_nchw)
	validate_onnx2circle.diff = np.isclose(output_nhwc, luci_output_data, rtol=rtolerance, atol=atolerance)
	validate_onnx2circle.result_compare_one = np.all(diff)
	validate_onnx2circle.diff_val = np.subtract(output_nhwc, luci_output_data)