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[quantization] Standardize FP eager vs. Quant eager benchmarks - #1073

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mhs4670go merged 10 commits into
Samsung:mainfrom
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Oct 26, 2026
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mhs4670go merged 10 commits into
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Thsi commit standardize eager benchmarks.

Related: #1072
TICO-DCO-1.0-Signed-off-by: seongwoo mhs4670go@naver.com

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mhs4670go marked this pull request as draft October 21, 2026 08:23
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mhs4670go marked this pull request as ready for review October 25, 2026 13:02
mhs4670go and others added 7 commits October 25, 2026 13:09
Thsi commit standardize eager benchmarks.

TICO-DCO-1.0-Signed-off-by: seongwoo <mhs4670go@naver.com>
Keep eager quality evaluation as the default without an execution backend
option. Update the shared protocol, example configurations, documentation,
and regression tests; preserve the independent calibration/evaluation/export
sequence-length settings.

TICO-DCO-1.0-Signed-off-by: seongwoo <mhs4670go@naver.com>
Update positive export tests to provide explicit static inputs while retaining missing-input negative coverage. Validate complete indexed probe arrays and per-output parity records against graph boundaries, reject malformed evidence, and recompute requested Torch/Circle parity from saved arrays. Add regressions for symmetric evidence loss and stale parity summaries.

Narrow dynamic wrapper/buffer/report types and correct import layout without changing quantized arithmetic, frozen qparams, or comparison tolerances. Prepare artifact directories before optional full-text probes.

Validation: 32 standalone comparator CLI cases pass; both historical false-positive cases reproduce in the parent version. Changed Python sources parse with Python 3.10 grammar and compile. Project tests and canonical UFMT/Pylint/mypy verification remain blocked by unavailable dependencies in this environment.

TICO-DCO-1.0-Signed-off-by: ChatGPT <noreply@openai.com>
Validate complete runtime evidence against graph boundary contracts, including
dynamic shape signatures, execution dtypes, and recomputed Torch parity.
Preserve calibration length by default and make the historical bridge explicit.
Extend static-input and HF RoPE regressions and finish repository formatting.

TICO-DCO-1.0-Signed-off-by: SEONGWOO CHAE <mhs4670go@gmail.com>
Preserve the HF generation backend contract without retaining another Llama
model. Calibrate Qwen cache boundaries with teacher-forced dataset tokens and
apply consistent past-KV quantization to dynamic and static caches.
Reject uncalibrated active cache paths without repairing frozen state.
Correct padded perplexity scoring and add deterministic CPU HF/Circle checks.

TICO-DCO-1.0-Signed-off-by: SEONGWOO CHAE <mhs4670go@gmail.com>
Avoid cropping physical eager sliding-cache masks a second time. Resolve
supported eager calibration from native and recipe budgets independently of
static export profiles, retaining static and legacy capacity checks.

Cover padded cached decode and real PLE/shared-KV calibration beyond the
static profile. Calibrate the cached-inference fixture inside its original
three-token budget and retain the upstream past-observer guard.

TICO-DCO-1.0-Signed-off-by: SEONGWOO CHAE <mhs4670go@gmail.com>
SEONGWOO CHAE added 3 commits October 26, 2026 02:04
Rename cpu_followup to cpu_validation and update child invocations,
helper/test imports, and documented commands.

TICO-DCO-1.0-Signed-off-by: SEONGWOO CHAE <mhs4670go@gmail.com>
Remove historical calibration diagnostics and their unused fixture artifacts.
Expose connected replay with complete finite, dtype-aware saved evidence checks.
Describe checkpoint readiness and revision selection without PR-specific history.

TICO-DCO-1.0-Signed-off-by: SEONGWOO CHAE <mhs4670go@gmail.com>
Translate the CPU validation guidance to English.

TICO-DCO-1.0-Signed-off-by: SEONGWOO CHAE <mhs4670go@gmail.com>
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mhs4670go merged commit c9189ce into Samsung:main Oct 26, 2026
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