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Diffstat (limited to 'src/mlia/nn/tensorflow/utils.py')
| -rw-r--r-- | src/mlia/nn/tensorflow/utils.py | 6 |
1 files changed, 2 insertions, 4 deletions
diff --git a/src/mlia/nn/tensorflow/utils.py b/src/mlia/nn/tensorflow/utils.py index 287e6ff..8eecec3 100644 --- a/src/mlia/nn/tensorflow/utils.py +++ b/src/mlia/nn/tensorflow/utils.py @@ -1,4 +1,4 @@ -# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates. +# SPDX-FileCopyrightText: Copyright 2022-2023, Arm Limited and/or its affiliates. # SPDX-FileCopyrightText: Copyright The TensorFlow Authors. All Rights Reserved. # SPDX-License-Identifier: Apache-2.0 """Collection of useful functions for optimizations.""" @@ -21,12 +21,10 @@ def representative_dataset( input_shape: Any, sample_count: int = 100, input_dtype: type = np.float32 ) -> Callable: """Sample dataset used for quantization.""" - if input_shape[0] != 1: - raise Exception("Only the input batch_size=1 is supported!") def dataset() -> Iterable: for _ in range(sample_count): - data = np.random.rand(*input_shape) + data = np.random.rand(1, *input_shape[1:]) yield [data.astype(input_dtype)] return dataset |