[Feature] Enhance build script, add pre_wheel logic

[Echo-Nie]

Motivation

Enhances the FastDeploy build system by introducing precompiled wheel support.
The motivation is to:

• Reduce build time by reusing precompiled GPU operator binaries when available.
• Improve flexibility by allowing users to toggle between source compilation and wheel-based installation.

Modifications

Added pre_wheel/ logic in build.sh;
Wheel validation;
Fallback to source compilation when the wheel is missing, corrupted, or fails to install.

Usage or Command

# Build wheel from source
bash build.sh 1 python false [90] 0

# Use precompiled wheel if available
bash build.sh 1 python false [90] 1

# Use precompiled wheel from a specific commit
bash build.sh 1 python false [90] 1 7dbd9412b0de47aacad9011e8ace492af7247620

Accuracy Tests

download pre_wheel:

build from source:

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.

[paddle-bot]

Thanks for your contribution!

[Echo-Nie]

/re-run all-failed

[Echo-Nie]

@YuanRisheng @zoooo0820

[Echo-Nie]

/re-run all-failed