Update Dockerfile

Dockerfile

@@ -1,5 +1,5 @@
-# Base image with GPU support
-FROM tensorflow/tensorflow:latest-gpu
+# Base image with GPU support and TensorFlow pre-installed
+FROM tensorflow/tensorflow:2.10.0-gpu
 
 # Install system dependencies
 RUN apt-get update && apt-get install -y \
@@ -16,8 +16,8 @@ RUN apt-get update && apt-get install -y \
     libgl1-mesa-glx \
     && rm -rf /var/lib/apt/lists/*
 
-# Install Python packages including Hugging Face Transformers, TorchScript, Flask, TensorFlow, TensorFlow Hub, and OpenCV
-RUN pip install --no-cache-dir --ignore-installed \
+# Install Python packages excluding blinker
+RUN pip install --no-cache-dir \
     torch \
     torchvision \
     transformers \
@@ -28,11 +28,15 @@ RUN pip install --no-cache-dir --ignore-installed \
     tensorflow_hub \
     opencv-python
 
-
 # Set Hugging Face cache to a guaranteed writable directory
 ENV TRANSFORMERS_CACHE=/app/cache
 ENV HF_HOME=/app/cache
-RUN mkdir -p /app/cache && chown -R 1000:1000 /app/cache && chmod -R 777 /app/cache
+RUN mkdir -p /app/cache && chmod -R 777 /app/cache
+
+# Set up CUDA environment variables
+ENV CUDA_VISIBLE_DEVICES=0
+ENV NVIDIA_VISIBLE_DEVICES=all
+ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility
 
 # Create directories for the models
 RUN mkdir -p /models/blip /models/clip