ROCm / ROCm/AMDMIGraphX

Add verification for `--int8` and `--fp16 --int8` and `--fp8` in `migraphx-driver`

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Dominant language
C++
Stars
333
Forks
150
Avg merge
4d 19h
Merged PRs (30d)
54

Description

migraphx-driver doesn't seem to quantize to int8 or fp8
https://github.com/ROCm/AMDMIGraphX/blob/1199fbeeb83539a5cb6a033745e67bfb661875ca/src/driver/verify.cpp#L97

Need to add quantization for 8 bits and combination of --fp16 --int8.

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Research direction

Start at src/driver/verify.cpp around line 97 and trace how migraphx-driver handles its existing verification options. Add verification for 8-bit quantization, --fp8, and the --fp16 --int8 combination, then confirm each requested option is covered.

Written by the indexing model from the issue text.

Assessment

Tech stack
cpp
Domain
cli, machine-learning
Issue type
Feature
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
45/100

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