Update Dockerfile
Browse files- Dockerfile +14 -16
Dockerfile
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@@ -58,40 +58,38 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
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RUN ln -sf /usr/bin/python3.11 /usr/bin/python && python -m pip install --upgrade pip
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# --- Python deps (pin order matters!) ---
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# 1) Install JAX
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RUN python -m pip install "jax[cuda12]==0.7.1" "jaxlib==0.7.1"
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# 2) Pin protobuf
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RUN python -m pip install "protobuf>=4.21.0,<5.0.0"
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# 3) Install
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RUN python -m pip install "seqio==0.0.11"
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# 4) Install TF stable (should respect protobuf constraint)
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RUN python -m pip install \
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"tf-nightly" \
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"tensorflow-hub==0.16.1"
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# 5) Install
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RUN python -m pip install --no-deps \
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'git+https://github.com/magenta/magenta-realtime#egg=magenta_rt[gpu]'
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# 6) Rest of deps
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RUN python -m pip install \
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tf2jax gin-config librosa resampy soundfile \
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fastapi uvicorn[standard] python-multipart pyloudnorm \
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google-cloud-storage "numpy==2.1.3" \
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huggingface_hub gradio soxr
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#
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RUN python -m pip install \
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"t5x @ git+https://github.com/google-research/t5x.git@92c5b46" \
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"flaxformer @ git+https://github.com/google/flaxformer@399ea3a"
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RUN python -m pip install huggingface_hub
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RUN ln -sf /usr/bin/python3.11 /usr/bin/python && python -m pip install --upgrade pip
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# --- Python deps (pin order matters!) ---
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# 1) Install JAX first
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RUN python -m pip install "jax[cuda12]==0.7.1" "jaxlib==0.7.1"
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# 2) Pin protobuf
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RUN python -m pip install "protobuf>=4.21.0,<5.0.0"
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# 3) Install packages that depend on TF (let them bring their TF)
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RUN python -m pip install "seqio==0.0.11"
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# 4) NOW force install your desired TensorFlow version
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RUN python -m pip install --force-reinstall --no-deps \
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"tf-nightly" \
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"tensorflow-hub==0.16.1"
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# 5) Install remaining packages
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RUN python -m pip install \
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tf2jax gin-config librosa resampy soundfile \
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fastapi uvicorn[standard] python-multipart pyloudnorm \
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google-cloud-storage "numpy==2.1.3" \
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huggingface_hub gradio soxr
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# 6) t5x/flaxformer with --no-deps
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RUN python -m pip install --no-deps \
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"t5x @ git+https://github.com/google-research/t5x.git@92c5b46" \
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"flaxformer @ git+https://github.com/google/flaxformer@399ea3a"
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# 7) magenta-rt last with --no-deps
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RUN python -m pip install --no-deps \
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'git+https://github.com/magenta/magenta-realtime#egg=magenta_rt[gpu]'
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# 8) Verify final TensorFlow version
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RUN python -c "import tensorflow as tf; print('='*50); print('FINAL TensorFlow version:', tf.__version__); print('='*50)"
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RUN python -m pip install huggingface_hub
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