diff options
Diffstat (limited to 'src/mlia/nn/tensorflow/tflite_metrics.py')
| -rw-r--r-- | src/mlia/nn/tensorflow/tflite_metrics.py | 10 |
1 files changed, 5 insertions, 5 deletions
diff --git a/src/mlia/nn/tensorflow/tflite_metrics.py b/src/mlia/nn/tensorflow/tflite_metrics.py index 0af7500..d7ae2a4 100644 --- a/src/mlia/nn/tensorflow/tflite_metrics.py +++ b/src/mlia/nn/tensorflow/tflite_metrics.py @@ -1,7 +1,7 @@ # SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates. # SPDX-License-Identifier: Apache-2.0 """ -Contains class TFLiteMetrics to calculate metrics from a TFLite file. +Contains class TFLiteMetrics to calculate metrics from a TensorFlow Lite file. These metrics include: * Sparsity (per layer and overall) @@ -102,7 +102,7 @@ class ReportClusterMode(Enum): class TFLiteMetrics: - """Helper class to calculate metrics from a TFLite file. + """Helper class to calculate metrics from a TensorFlow Lite file. Metrics include: * sparsity (per-layer and overall) @@ -111,12 +111,12 @@ class TFLiteMetrics: """ def __init__(self, tflite_file: str, ignore_list: list[str] | None = None) -> None: - """Load the TFLite file and filter layers.""" + """Load the TensorFlow Lite file and filter layers.""" self.tflite_file = tflite_file if ignore_list is None: ignore_list = DEFAULT_IGNORE_LIST self.ignore_list = [ignore.casefold() for ignore in ignore_list] - # Initialize the TFLite interpreter with the model file + # Initialize the TensorFlow Lite interpreter with the model file self.interpreter = tf.lite.Interpreter( model_path=tflite_file, experimental_preserve_all_tensors=True ) @@ -218,7 +218,7 @@ class TFLiteMetrics: """Print a summary of all the model information.""" print(f"Model file: {self.tflite_file}") print("#" * 80) - print(" " * 28 + "### TFLITE SUMMARY ###") + print(" " * 28 + "### TENSORFLOW LITE SUMMARY ###") print(f"File: {os.path.abspath(self.tflite_file)}") print("Input(s):") self._print_in_outs(self.interpreter.get_input_details(), verbose) |