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Expand the accelerator metadata format #3324

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achimnol opened this issue Dec 29, 2024 — with Lablup-Issue-Syncer · 0 comments
Open

Expand the accelerator metadata format #3324

achimnol opened this issue Dec 29, 2024 — with Lablup-Issue-Syncer · 0 comments
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@achimnol
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achimnol commented Dec 29, 2024

Currently AcceleratorMetadata (a typed dict) has the following fields:

class AcceleratorMetadata(TypedDict):
    slot_name: str
    description: str
    human_readable_name: str
    display_unit: str
    number_format: AcceleratorNumberFormat
    display_icon: str

Let’s expand the metadata to provide additional information like:

  • The supported floating point number formats and integer formats for matrix calculation (e.g., FP8, INT8, BF16, etc.) in a standardized way
  • Vendor-specific versioning scheme* e.g., NVIDIA: cuda_compute_capability, host_cuda_driver_version

This information could be used to choose the appropriate models and their runtimes in future model player implementations.

Reference

Pytorch

@achimnol achimnol self-assigned this Jan 2, 2025
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