Switch to ROCm 6.4 + Python 3.11 + PyTorch 2.9.1
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- Base image: rocm/dev-ubuntu-22.04:6.4 - Python 3.10 → 3.11 via deadsnakes PPA - torch/torchaudio: 2.5.1 → 2.9.1 (rocm6.4 wheel index) - torchvision: 0.20.1 → 0.24.1 - pytorch_triton_rocm: 3.1.0 → 3.5.1 Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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FROM rocm/dev-ubuntu-22.04:6.1
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FROM rocm/dev-ubuntu-22.04:6.4
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ENV DEBIAN_FRONTEND=noninteractive \
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ENV DEBIAN_FRONTEND=noninteractive \
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PYTHONDONTWRITEBYTECODE=1 \
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PYTHONDONTWRITEBYTECODE=1 \
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@@ -7,27 +7,37 @@ ENV DEBIAN_FRONTEND=noninteractive \
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PIP_NO_CACHE_DIR=1
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PIP_NO_CACHE_DIR=1
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RUN apt-get update && apt-get install -y --no-install-recommends \
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RUN apt-get update && apt-get install -y --no-install-recommends \
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python3 \
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software-properties-common \
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python3-pip \
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&& add-apt-repository ppa:deadsnakes/ppa \
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python3-dev \
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&& apt-get update && apt-get install -y --no-install-recommends \
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python3.11 \
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python3.11-dev \
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python3.11-distutils \
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git \
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git \
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ffmpeg \
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ffmpeg \
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libsndfile1 \
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libsndfile1 \
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&& rm -rf /var/lib/apt/lists/*
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&& rm -rf /var/lib/apt/lists/*
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# Install pip for Python 3.11
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RUN curl -sS https://bootstrap.pypa.io/get-pip.py | python3.11
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# Make python3.11 the default python3
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RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.11 1 \
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&& update-alternatives --install /usr/bin/python python /usr/bin/python3.11 1
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WORKDIR /app
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WORKDIR /app
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# Step 1: Install ROCm-compatible PyTorch stack first.
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# Step 1: Install ROCm-compatible PyTorch stack first.
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# This must happen before anything else to prevent pip from pulling CPU wheels.
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# This must happen before anything else to prevent pip from pulling CPU wheels.
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COPY requirements-rocm-init.txt .
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COPY requirements-rocm-init.txt .
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RUN pip3 install -r requirements-rocm-init.txt
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RUN python3 -m pip install -r requirements-rocm-init.txt
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# Step 2: Install remaining dependencies (pinned to avoid overwriting torch).
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# Step 2: Install remaining dependencies (pinned to avoid overwriting torch).
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COPY requirements-rocm.txt .
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COPY requirements-rocm.txt .
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RUN pip3 install -r requirements-rocm.txt
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RUN python3 -m pip install -r requirements-rocm.txt
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# Step 3: Install chatterbox with --no-deps so pip cannot replace ROCm torch.
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# Step 3: Install chatterbox with --no-deps so pip cannot replace ROCm torch.
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RUN pip3 install --no-deps chatterbox-tts
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RUN python3 -m pip install --no-deps chatterbox-tts
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# Application source
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# Application source
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COPY engine.py config.py wyoming_handler.py wyoming_voices.py main.py ./
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COPY engine.py config.py wyoming_handler.py wyoming_voices.py main.py ./
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@@ -1,5 +1,5 @@
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--index-url https://download.pytorch.org/whl/rocm6.1
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--index-url https://download.pytorch.org/whl/rocm6.4
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torch==2.5.1
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torch==2.9.1
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torchaudio==2.5.1
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torchaudio==2.9.1
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torchvision==0.20.1
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torchvision==0.24.1
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pytorch_triton_rocm==3.1.0
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pytorch_triton_rocm==3.5.1
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