[ROCm][Bugfix] Patch for the Multi-Modal Processor Test group

[AndreasKaratzas]

Purpose

Fix #29446
The Multi-Modal Processor Test test group was not passing on ROCm. This patch fixes any issues.

Test Plan

docker build -f docker/Dockerfile.rocm_base -t rocm/vllm-dev:base . && docker build --no-cache -f docker/Dockerfile.rocm --target test -t vllm-rocm-test:latest .

docker run --rm -it --device /dev/kfd --device /dev/dri --network=host --shm-size=16gb --group-add video -w /vllm-workspace/tests -e HF_TOKEN=<YOUR_HF_TOKEN> -e PYTHONPATH=/vllm-workspace:$PYTHONPATH -e VLLM_WORKER_MULTIPROC_METHOD=spawn vllm-rocm-test:latest bash -c "pip install git+https://github.com/TIGER-AI-Lab/Mantis.git && pytest -v -s models/multimodal/processing"

Modify <YOUR_HF_TOKEN> with your token (mostly for Llama model access).

Test Result

On MI325:

538 passed, 289 skipped, 952 warnings in 2928.28s (0:48:48) 

[chatgpt-codex-connector]

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[gemini-code-assist]

Code Review

This pull request introduces fixes for the Multi-Modal Processor Test group on ROCm. The changes primarily involve updating Dockerfiles to include torchaudio and its dependencies, and restructuring the test requirements file. A specific workaround for AWQ quantization on ROCm is also added in the tests. My review focuses on improving maintainability and correctness. I've identified a duplicated COPY instruction in the Dockerfile.rocm and a duplicated dependency in requirements/rocm-test.txt. Addressing these will make the codebase cleaner and more robust.

[gemini-code-assist]

This COPY instruction is duplicated from the test stage (line 100). To improve maintainability and avoid potential inconsistencies, consider centralizing this operation. A good approach would be to copy the vllm/v1 directory into an intermediate stage like export_vllm and then copy it from there into both the test and final stages. This would create a single source of truth for this artifact.

[gemini-code-assist]

The multiprocess dependency is already specified on line 63. This duplicate entry should be removed to keep the requirements file clean and avoid potential conflicts.