8.1.1.2.1.3.1.1. blueoil.converter.modules.packer¶
Packer module.
8.1.1.2.1.3.1.1.1. Module Contents¶
8.1.1.2.1.3.1.1.1.1. Classes¶
Packer class packs small integer values to dense unsigned integer (uint8 or uint32). |
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class
blueoil.converter.modules.packer.Packer(bitwidth: int, wordsize: int)¶ Packer class packs small integer values to dense unsigned integer (uint8 or uint32).
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_pack_to_word(self, v)¶
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run(self, tensor: np.ndarray, data_format: str = 'NHWC') → np.ndarray¶ Pack a tensor.
- Parameters
tensor (np.ndarray) – Input tensor.
data_format (str) – Order of dimension. This defaults to ‘NHWC’, where ‘N’ is the number of kernels, ‘H’ and ‘W’ are the height and width, and ‘C’ is the number of channels.
- Returns
Quantized tensor.
- Return type
np.ndarray
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