fix: align dependency versions with FaceFusion 3.5.3 and fix GPU build

- Update onnxruntime to 1.24.1, numpy to 2.2.1, opencv-python to 4.13.0.92,
  scipy to 1.17.0, onnx to 1.20.1 to match facefusion/requirements.txt
- GPU Dockerfile: install Python 3.12 from deadsnakes PPA since CUDA base
  image ships Python 3.10 which is too old for onnxruntime-gpu 1.24.1
- Copy both requirements files in COPY step so -r reference resolves

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Dockerfile

@@ -7,20 +7,29 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
     ffmpeg curl libgl1-mesa-glx libglib2.0-0 \
     && rm -rf /var/lib/apt/lists/*
 
-COPY requirements-cpu.txt /tmp/requirements.txt
-RUN pip install --no-cache-dir -r /tmp/requirements.txt && rm /tmp/requirements.txt
+COPY requirements-cpu.txt /tmp/requirements-cpu.txt
+COPY requirements.txt /tmp/requirements.txt
+RUN pip install --no-cache-dir -r /tmp/requirements-cpu.txt && rm /tmp/requirements*.txt
 
 # ---- GPU base ----
 FROM nvidia/cuda:12.4.1-cudnn-runtime-ubuntu22.04 AS base-gpu
 
 RUN apt-get update && apt-get install -y --no-install-recommends \
-    python3 python3-pip python3-venv \
+    software-properties-common \
+    && add-apt-repository ppa:deadsnakes/ppa \
+    && apt-get update \
+    && apt-get install -y --no-install-recommends \
+    python3.12 python3.12-venv python3.12-dev \
     ffmpeg curl libgl1-mesa-glx libglib2.0-0 \
+    && ln -sf /usr/bin/python3.12 /usr/bin/python3 \
     && ln -sf /usr/bin/python3 /usr/bin/python \
+    && python3 -m ensurepip --upgrade \
+    && python3 -m pip install --no-cache-dir --upgrade pip \
     && rm -rf /var/lib/apt/lists/*
 
-COPY requirements-gpu.txt /tmp/requirements.txt
-RUN pip install --no-cache-dir --break-system-packages -r /tmp/requirements.txt && rm /tmp/requirements.txt
+COPY requirements-gpu.txt /tmp/requirements-gpu.txt
+COPY requirements.txt /tmp/requirements.txt
+RUN pip install --no-cache-dir -r /tmp/requirements-gpu.txt && rm /tmp/requirements*.txt
 
 # ---- Final stage ----
 FROM base-${VARIANT} AS final

requirements-cpu.txt

@@ -1,2 +1,2 @@
 -r requirements.txt
-onnxruntime==1.20.1
+onnxruntime==1.24.1

requirements-gpu.txt

@@ -1,2 +1,2 @@
 -r requirements.txt
-onnxruntime-gpu==1.20.1
+onnxruntime-gpu==1.24.1

requirements.txt

@@ -4,9 +4,9 @@ python-multipart==0.0.18
 pydantic-settings==2.7.1
 psutil==6.1.1
 
-# FaceFusion dependencies (excluding gradio)
-numpy==1.26.4
-opencv-python==4.10.0.84
-onnx==1.17.0
-scipy==1.14.1
-tqdm==4.67.1
+# FaceFusion dependencies (matching facefusion/requirements.txt, excluding gradio)
+numpy==2.2.1
+opencv-python==4.13.0.92
+onnx==1.20.1
+scipy==1.17.0
+tqdm==4.67.3