[AMD] Add more tests to AMD CI and add diffusion dependencies

[hubertlu-tw]

Motivation

Added more tests to AMD CI and diffusion dependencies along with a placeholder for diffusion-related test in AMD CI

Modifications

Accuracy Tests

Benchmarking and Profiling

Checklist

• [ ] Format your code according to the Format code with pre-commit.
• [ ] Add unit tests according to the Run and add unit tests.
• [ ] Update documentation according to Write documentations.
• [ ] Provide accuracy and speed benchmark results according to Test the accuracy and Benchmark the speed.
• [ ] Follow the SGLang code style guidance.
• [ ] Work with maintainers to merge your PR. See the PR Merge Process

[gemini-code-assist[bot]]

Summary of Changes

Hello @hubertlu-tw, I'm Gemini Code Assist[^1]! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request enhances the AMD Continuous Integration (CI) environment by integrating necessary dependencies for diffusion models and substantially expanding the test coverage. It introduces a more flexible dependency management system for CI scripts and ensures test compatibility by conditionally skipping Flashinfer-related tests on AMD hardware where it's not supported.

Highlights

• Diffusion Dependencies: Added diffusion as an optional dependency group in python/pyproject_other.toml and included it in the pip install commands within the docker/rocm.Dockerfile for AMD builds.
• Expanded AMD CI Tests: Significantly increased the number of test cases run in the AMD CI suite by adding numerous new test files across various components like quantization, LoRA, and model layers.
• Dynamic Dependency Installation: Modified the AMD CI dependency installation script to support dynamic inclusion of optional Python extras, making the CI setup more flexible.
• Flashinfer Compatibility: Added skip conditions for Flashinfer-based deterministic tests on HIP (AMD) platforms, acknowledging its current lack of support.

Ignored Files

• Ignored by pattern: .github/workflows/** (1)
  • .github/workflows/pr-test-amd.yml

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[hubertlu-tw]

/tag-and-rerun-ci