Update Dockerfile
Browse files- Dockerfile +11 -12
Dockerfile
CHANGED
|
@@ -1,7 +1,6 @@
|
|
| 1 |
# ===============================
|
| 2 |
# BackgroundFX Pro — Final Dockerfile
|
| 3 |
-
# CUDA 12.1.1 + PyTorch 2.5.1
|
| 4 |
-
# Optimized for SAM2 + MatAnyone + MediaPipe
|
| 5 |
# ===============================
|
| 6 |
ARG PYTHON_VERSION=3.10
|
| 7 |
FROM nvidia/cuda:12.1.1-cudnn8-runtime-ubuntu22.04
|
|
@@ -36,7 +35,7 @@ RUN useradd -m -u 1000 user
|
|
| 36 |
ENV HOME=/home/user
|
| 37 |
WORKDIR $HOME/app
|
| 38 |
|
| 39 |
-
# ---- System Dependencies
|
| 40 |
RUN apt-get update && apt-get install -y --no-install-recommends \
|
| 41 |
git wget curl ca-certificates \
|
| 42 |
python3 python3-pip python3-venv python3-dev \
|
|
@@ -55,13 +54,16 @@ RUN apt-get update && apt-get install -y --no-install-recommends ffmpeg \
|
|
| 55 |
# ---- Python Bootstrap ----
|
| 56 |
RUN python3 -m pip install --no-cache-dir --upgrade pip setuptools wheel
|
| 57 |
|
| 58 |
-
# ---- Install NumPy
|
| 59 |
-
RUN python3 -m pip install --no-cache-dir numpy==1.
|
| 60 |
|
| 61 |
-
# ---- Install Matplotlib with
|
| 62 |
RUN python3 -m pip install --no-cache-dir matplotlib==3.5.0
|
| 63 |
|
| 64 |
-
# ---- Install
|
|
|
|
|
|
|
|
|
|
| 65 |
RUN python3 -m pip install --no-cache-dir --index-url https://download.pytorch.org/whl/cu121 \
|
| 66 |
torch==2.5.1 torchvision==0.20.1 torchaudio==2.5.1 \
|
| 67 |
&& python3 -c "import torch; print('PyTorch:', torch.__version__); print('CUDA available:', torch.cuda.is_available())"
|
|
@@ -70,9 +72,6 @@ RUN python3 -m pip install --no-cache-dir --index-url https://download.pytorch.o
|
|
| 70 |
COPY requirements.txt .
|
| 71 |
RUN python3 -m pip install --no-cache-dir -r requirements.txt
|
| 72 |
|
| 73 |
-
# ---- Install MediaPipe (After NumPy/Matplotlib) ----
|
| 74 |
-
RUN python3 -m pip install --no-cache-dir mediapipe==0.10.11
|
| 75 |
-
|
| 76 |
# ---- Install MatAnyone ----
|
| 77 |
RUN echo "Installing MatAnyone..." && \
|
| 78 |
python3 -m pip install --no-cache-dir git+https://github.com/pq-yang/MatAnyone.git \
|
|
@@ -97,9 +96,9 @@ RUN mkdir -p /home/user/app/pipeline /home/user/app/models /home/user/app/storag
|
|
| 97 |
# ---- Copy Application Code ----
|
| 98 |
COPY --chown=user:user . .
|
| 99 |
|
| 100 |
-
# ---- Healthcheck
|
| 101 |
HEALTHCHECK --interval=30s --timeout=8s --retries=3 CMD \
|
| 102 |
-
python3 -c "import numpy; print('NumPy:', numpy.__version__); import matplotlib; print('Matplotlib:', matplotlib.__version__); import
|
| 103 |
|
| 104 |
# ---- Runtime Startup ----
|
| 105 |
USER user
|
|
|
|
| 1 |
# ===============================
|
| 2 |
# BackgroundFX Pro — Final Dockerfile
|
| 3 |
+
# CUDA 12.1.1 + PyTorch 2.5.1 + MediaPipe 0.10.11 + Matplotlib 3.5.0 + NumPy 1.21.6
|
|
|
|
| 4 |
# ===============================
|
| 5 |
ARG PYTHON_VERSION=3.10
|
| 6 |
FROM nvidia/cuda:12.1.1-cudnn8-runtime-ubuntu22.04
|
|
|
|
| 35 |
ENV HOME=/home/user
|
| 36 |
WORKDIR $HOME/app
|
| 37 |
|
| 38 |
+
# ---- System Dependencies ----
|
| 39 |
RUN apt-get update && apt-get install -y --no-install-recommends \
|
| 40 |
git wget curl ca-certificates \
|
| 41 |
python3 python3-pip python3-venv python3-dev \
|
|
|
|
| 54 |
# ---- Python Bootstrap ----
|
| 55 |
RUN python3 -m pip install --no-cache-dir --upgrade pip setuptools wheel
|
| 56 |
|
| 57 |
+
# ---- Install NumPy 1.21.6 (Required for MediaPipe) ----
|
| 58 |
+
RUN python3 -m pip install --no-cache-dir numpy==1.21.6
|
| 59 |
|
| 60 |
+
# ---- Install Matplotlib 3.5.0 (Compatible with NumPy 1.21.6) ----
|
| 61 |
RUN python3 -m pip install --no-cache-dir matplotlib==3.5.0
|
| 62 |
|
| 63 |
+
# ---- Install MediaPipe 0.10.11 (After NumPy/Matplotlib) ----
|
| 64 |
+
RUN python3 -m pip install --no-cache-dir mediapipe==0.10.11
|
| 65 |
+
|
| 66 |
+
# ---- Install PyTorch 2.5.1 (CUDA 12.1) ----
|
| 67 |
RUN python3 -m pip install --no-cache-dir --index-url https://download.pytorch.org/whl/cu121 \
|
| 68 |
torch==2.5.1 torchvision==0.20.1 torchaudio==2.5.1 \
|
| 69 |
&& python3 -c "import torch; print('PyTorch:', torch.__version__); print('CUDA available:', torch.cuda.is_available())"
|
|
|
|
| 72 |
COPY requirements.txt .
|
| 73 |
RUN python3 -m pip install --no-cache-dir -r requirements.txt
|
| 74 |
|
|
|
|
|
|
|
|
|
|
| 75 |
# ---- Install MatAnyone ----
|
| 76 |
RUN echo "Installing MatAnyone..." && \
|
| 77 |
python3 -m pip install --no-cache-dir git+https://github.com/pq-yang/MatAnyone.git \
|
|
|
|
| 96 |
# ---- Copy Application Code ----
|
| 97 |
COPY --chown=user:user . .
|
| 98 |
|
| 99 |
+
# ---- Healthcheck ----
|
| 100 |
HEALTHCHECK --interval=30s --timeout=8s --retries=3 CMD \
|
| 101 |
+
python3 -c "import numpy; print('NumPy:', numpy.__version__); import matplotlib; print('Matplotlib:', matplotlib.__version__); import mediapipe; print('MediaPipe:', mediapipe.__version__); import torch; print('PyTorch:', torch.__version__)"
|
| 102 |
|
| 103 |
# ---- Runtime Startup ----
|
| 104 |
USER user
|