mlperf_tiny_params

Typed parameters of the MLPerf Tiny family; importable without Keras.

Machine-readable model

• MlperfTinyParamsclassSelect a faithful fixed architecture; initialization and export belong to callers.

class

MlperfTinyParams

Python

Select a faithful fixed architecture; initialization and export belong to callers.

helia_edge/models/mlperf_tiny_params.py:8

MlperfTinyParams()

Select a faithful fixed architecture; initialization and export belong to callers.

attribute

model_config

Python

helia_edge/models/mlperf_tiny_params.py:17

model_config = ConfigDict(frozen=True, extra='forbid')

attribute

family

Python

helia_edge/models/mlperf_tiny_params.py:19

family: Literal['mlperf_tiny'] = 'mlperf_tiny'

Model family

attribute

architecture

Python

helia_edge/models/mlperf_tiny_params.py:20

architecture: Literal['kws', 'vww', 'resnet', 'ad']

DS-CNN keyword spotting, MobileNetV1 visual wake words, ResNet-8 image classification or the dense anomaly-detection autoencoder

attribute

input_shape

Python

The architecture's fixed input shape, without the batch axis.

helia_edge/models/mlperf_tiny_params.py:23

input_shape: tuple[int, ...]

The architecture’s fixed input shape, without the batch axis.