[QwixNnxDataType] Register Qwix metadata and array structures as NNX data types.#218
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…data types. This change is required to maintain compatibility with the stricter trace-context and graph validation logic introduced in Flax NNX. Following that update, `nnx.graph.flatten` and other graph utilities now strictly enforce the boundary between dynamic `data` and `static` metadata. Any attribute that is not an `nnx.Variable`, `nnx.Module`, or an explicitly registered data type defaults to `static`. If such an attribute contains JAX arrays or tracers, NNX raises a ValueError. We register the following types as dynamic data nodes to ensure they are correctly handled during graph traversal (`nnx.split`, `nnx.state`, `nnx.update`): - QArray (in qarray.py) - PaddedQArray (in padded_ptq.py) - WithAux (in ptq.py) - WithAwqScale (in awq.py) PiperOrigin-RevId: 872659797
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[QwixNnxDataType] Register Qwix metadata and array structures as NNX data types.
This change is required to maintain compatibility with the stricter trace-context
and graph validation logic introduced in Flax NNX.
Following that update,
nnx.graph.flattenand other graph utilities now strictlyenforce the boundary between dynamic
dataandstaticmetadata. Any attribute that is not annnx.Variable,nnx.Module, or an explicitly registered data typedefaults to
static. If such an attribute contains JAX arrays or tracers, NNXraises a ValueError.
We register the following types as dynamic data nodes to ensure they are
correctly handled during graph traversal (
nnx.split,nnx.state,nnx.update):