[Cherry-Pick][CI] Align logprobs test baselines with Paddle Update(#7481)

[EmmonsCurse]

Motivation

Recent changes introduced in Paddle (PR #78409) affect the behavior and output of logprobs. The existing test baselines are no longer consistent with the updated implementation, leading to mismatches during CI validation.

To ensure test correctness and maintain CI stability, the logprobs-related test baselines need to be updated accordingly.

Modifications

• Updated expected baseline values for logprobs-related tests to match the behavior introduced by Paddle [Cherry-pick][Performance Optimization] Rewrite GPU TopK kernel with radix-select and multi-tier sorting #78409 Paddle#78659.
• Adapted the following test cases:
  • test_ernie_21b_tp1_dp4.py
  • test_ernie_21b_tp1_dp4_mtp.py
  • run_tests_logprob
• Ensured consistency between test outputs and the updated Paddle implementation.

Usage or Command

N/A

Accuracy Tests

N/A

Checklist

• Add at least a tag in the PR title.
  • Tag list: [[FDConfig],[APIServer],[Engine], [Scheduler], [PD Disaggregation], [Executor], [Graph Optimization], [Speculative Decoding], [RL], [Models], [Quantization], [Loader], [OP], [KVCache], [DataProcessor], [BugFix], [Docs], [CI], [Optimization], [Feature], [Benchmark], [Others], [XPU], [HPU], [GCU], [DCU], [Iluvatar], [Metax]]
  • You can add new tags based on the PR content, but the semantics must be clear.
• Format your code, run pre-commit before commit.
• Add unit tests. Please write the reason in this PR if no unit tests.
• Provide accuracy results.
• If the current PR is submitting to the release branch, make sure the PR has been submitted to the develop branch, then cherry-pick it to the release branch with the [Cherry-Pick] PR tag.

[EmmonsCurse]

/skip-ci ci_iluvatar
/skip-ci ci_hpu
/skip-ci build_xpu
/skip-ci coverage
/skip-ci stable_test
/skip-ci base_test
/skip-ci pre_ce_test

[paddle-bot]

Thanks for your contribution!

[PaddlePaddle-bot]

🤖 AI Code Review | 2026-04-19 19:12 CST

📋 Review 摘要

PR 概述：更新 logprobs 相关测试 baseline 文件名，适配 Paddle 上游变更（PR #78659）
变更范围：CI workflow 配置、e2e 测试用例
影响面 Tag：CI

问题

未发现阻塞性问题。

总体评价

本 PR 为 Cherry-Pick，仅更新了 logprobs 测试 baseline 的文件名后缀（_0419）和 CI workflow 中的 baseline 目录路径（baseline_dev_0311 → baseline_0419）。变更涉及 3 个文件共 8 处文件名替换，改动一致且完整，未发现遗漏的旧引用。PR 标题和描述均符合规范。