v23.1.0

.github/workflows/typos.yaml

@@ -18,4 +18,4 @@ jobs:
       - uses: actions/checkout@v4
 
       - name: typos-action
-        uses: crate-ci/typos@v1.18.2
+        uses: crate-ci/typos@v1.19.0

.release

@@ -1 +1 @@
-v23.0.15
+v23.1.0

.vscode/settings.json

@@ -2,5 +2,5 @@
     "python.linting.enabled": true,
     "python.formatting.provider": "yapf",
     "DockerRun.DisableDockerrc": true,
-    "augment.enableAutomaticCompletions": false
+    "augment.enableAutomaticCompletions": true
 }

Dockerfile

@@ -17,10 +17,10 @@ ARG PIP_NO_WARN_SCRIPT_LOCATION=0
 ARG PIP_ROOT_USER_ACTION="ignore"
 
 # Install build dependencies
-RUN apt-get update && apt-get upgrade -y && \
-    apt-get install -y --no-install-recommends python3-launchpadlib git curl && \
-    apt-get clean && \
-    rm -rf /var/lib/apt/lists/*
+RUN --mount=type=cache,id=apt-$TARGETARCH$TARGETVARIANT,sharing=locked,target=/var/cache/apt \
+    --mount=type=cache,id=aptlists-$TARGETARCH$TARGETVARIANT,sharing=locked,target=/var/lib/apt/lists \
+    apt-get update && apt-get upgrade -y && \
+    apt-get install -y --no-install-recommends python3-launchpadlib git curl
 
 # Install PyTorch and TensorFlow
 # The versions must align and be in sync with the requirements_linux_docker.txt
@@ -44,24 +44,49 @@ RUN --mount=type=cache,id=pip-$TARGETARCH$TARGETVARIANT,sharing=locked,target=/r
 
 # Replace pillow with pillow-simd (Only for x86)
 ARG TARGETPLATFORM
-RUN if [ "$TARGETPLATFORM" = "linux/amd64" ]; then \
+RUN --mount=type=cache,id=apt-$TARGETARCH$TARGETVARIANT,sharing=locked,target=/var/cache/apt \
+    --mount=type=cache,id=aptlists-$TARGETARCH$TARGETVARIANT,sharing=locked,target=/var/lib/apt/lists \
+    if [ "$TARGETPLATFORM" = "linux/amd64" ]; then \
     apt-get update && apt-get install -y --no-install-recommends zlib1g-dev libjpeg62-turbo-dev build-essential && \
-    apt-get clean && \
-    rm -rf /var/lib/apt/lists/* && \
     pip uninstall -y pillow && \
     CC="cc -mavx2" pip install -U --force-reinstall pillow-simd; \
     fi
 
 FROM python:3.10-slim as final
 
+ARG TARGETARCH
+ARG TARGETVARIANT
+
 ENV NVIDIA_VISIBLE_DEVICES all
 ENV NVIDIA_DRIVER_CAPABILITIES compute,utility
 
+WORKDIR /tmp
+
+ENV CUDA_VERSION=12.1.1
+ENV NV_CUDA_CUDART_VERSION=12.1.105-1
+ENV NVIDIA_REQUIRE_CUDA=cuda>=12.1
+ENV NV_CUDA_COMPAT_PACKAGE=cuda-compat-12-1
+
+# Install CUDA partially
+ADD https://developer.download.nvidia.com/compute/cuda/repos/debian11/x86_64/cuda-keyring_1.0-1_all.deb .
+RUN --mount=type=cache,id=apt-$TARGETARCH$TARGETVARIANT,sharing=locked,target=/var/cache/apt \
+    --mount=type=cache,id=aptlists-$TARGETARCH$TARGETVARIANT,sharing=locked,target=/var/lib/apt/lists \
+    dpkg -i cuda-keyring_1.0-1_all.deb && \
+    rm cuda-keyring_1.0-1_all.deb && \
+    sed -i 's/^Components: main$/& contrib/' /etc/apt/sources.list.d/debian.sources && \
+    apt-get update && \
+    apt-get install -y --no-install-recommends \
+    # Installing the whole CUDA typically increases the image size by approximately **8GB**.
+    # To decrease the image size, we opt to install only the necessary libraries.
+    # Here is the package list for your reference: https://developer.download.nvidia.com/compute/cuda/repos/debian11/x86_64
+    # !If you experience any related issues, replace the following line with `cuda-12-1` to obtain the complete CUDA package.
+    cuda-cudart-12-1=${NV_CUDA_CUDART_VERSION} ${NV_CUDA_COMPAT_PACKAGE} libcusparse-12-1 libnvjitlink-12-1
+
 # Install runtime dependencies
-RUN apt-get update && \
-    apt-get install -y --no-install-recommends libgl1 libglib2.0-0 libjpeg62 libtcl8.6 libtk8.6 libgoogle-perftools-dev dumb-init && \
-    apt-get clean && \
-    rm -rf /var/lib/apt/lists/*
+RUN --mount=type=cache,id=apt-$TARGETARCH$TARGETVARIANT,sharing=locked,target=/var/cache/apt \
+    --mount=type=cache,id=aptlists-$TARGETARCH$TARGETVARIANT,sharing=locked,target=/var/lib/apt/lists \
+    apt-get update && \
+    apt-get install -y --no-install-recommends libgl1 libglib2.0-0 libjpeg62 libtcl8.6 libtk8.6 libgoogle-perftools-dev dumb-init
 
 # Fix missing libnvinfer7
 RUN ln -s /usr/lib/x86_64-linux-gnu/libnvinfer.so /usr/lib/x86_64-linux-gnu/libnvinfer.so.7 && \
@@ -84,8 +109,9 @@ COPY --link --chmod=775 LICENSE.md /licenses/LICENSE.md
 COPY --link --chown=$UID:0 --chmod=775 --from=build /root/.local /home/$UID/.local
 COPY --link --chown=$UID:0 --chmod=775 . /app
 
-ENV PATH="/home/$UID/.local/bin:$PATH"
+ENV PATH="/usr/local/cuda/lib:/usr/local/cuda/lib64:/home/$UID/.local/bin:$PATH"
 ENV PYTHONPATH="${PYTHONPATH}:/home/$UID/.local/lib/python3.10/site-packages" 
+ENV LD_LIBRARY_PATH="/usr/local/cuda/lib:/usr/local/cuda/lib64:${LD_LIBRARY_PATH}"
 ENV LD_PRELOAD=libtcmalloc.so
 ENV PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION=python
 
@@ -103,7 +129,7 @@ STOPSIGNAL SIGINT
 
 # Use dumb-init as PID 1 to handle signals properly
 ENTRYPOINT ["dumb-init", "--"]
-CMD ["python3", "kohya_gui.py", "--listen", "0.0.0.0", "--server_port", "7860"]
+CMD ["python3", "kohya_gui.py", "--listen", "0.0.0.0", "--server_port", "7860", "--headless"]
 
 ARG VERSION
 ARG RELEASE