switch to docker

Dockerfile

@@ -0,0 +1,60 @@
+# Reference:
+# https://github.com/cvpaperchallenge/Ascender
+# https://github.com/nerfstudio-project/nerfstudio
+
+FROM nvidia/cuda:11.8.0-devel-ubuntu22.04
+
+ARG USER_NAME=dreamer
+ARG GROUP_NAME=dreamers
+ARG UID=1000
+ARG GID=1000
+
+# Set compute capability for nerfacc and tiny-cuda-nn
+# See https://developer.nvidia.com/cuda-gpus and limit number to speed-up build
+ENV TORCH_CUDA_ARCH_LIST="6.0 6.1 7.0 7.5 8.0 8.6 8.9 9.0+PTX"
+ENV TCNN_CUDA_ARCHITECTURES=90;89;86;80;75;70;61;60
+# Speed-up build for RTX 30xx
+# ENV TORCH_CUDA_ARCH_LIST="8.6"
+# ENV TCNN_CUDA_ARCHITECTURES=86
+# Speed-up build for RTX 40xx
+# ENV TORCH_CUDA_ARCH_LIST="8.9"
+# ENV TCNN_CUDA_ARCHITECTURES=89
+
+ENV CUDA_HOME=/usr/local/cuda
+ENV PATH=${CUDA_HOME}/bin:/home/${USER_NAME}/.local/bin:${PATH}
+ENV LD_LIBRARY_PATH=${CUDA_HOME}/lib64:${LD_LIBRARY_PATH}
+ENV LIBRARY_PATH=${CUDA_HOME}/lib64/stubs:${LIBRARY_PATH}
+
+# apt install by root user
+RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
+    build-essential \
+    curl \
+    git \
+    libegl1-mesa-dev \
+    libgl1-mesa-dev \
+    libgles2-mesa-dev \
+    libglib2.0-0 \
+    libsm6 \
+    libxext6 \
+    libxrender1 \
+    python-is-python3 \
+    python3.10-dev \
+    python3-pip \
+    wget \
+    && rm -rf /var/lib/apt/lists/*
+
+# Change user to non-root user
+RUN groupadd -g ${GID} ${GROUP_NAME} \
+    && useradd -ms /bin/sh -u ${UID} -g ${GID} ${USER_NAME}
+USER ${USER_NAME}
+
+RUN pip install --upgrade pip setuptools ninja
+RUN pip install torch==2.0.1+cu118 torchvision==0.15.2+cu118 --index-url https://download.pytorch.org/whl/cu118
+# Install nerfacc and tiny-cuda-nn before installing requirements.txt
+# because these two installations are time consuming and error prone
+RUN pip install git+https://github.com/KAIR-BAIR/nerfacc.git@v0.5.2
+RUN pip install git+https://github.com/NVlabs/tiny-cuda-nn.git#subdirectory=bindings/torch
+
+COPY requirements.txt /tmp
+RUN cd /tmp && pip install -r requirements.txt
+WORKDIR /home/${USER_NAME}/threestudio

README.md

@@ -1,11 +1,9 @@
 ---
-title: Threestudio
+title: threestudio
 emoji: ⚡
 colorFrom: yellow
 colorTo: gray
-sdk: gradio
-sdk_version: 3.35.2
-app_file: app.py
+sdk: docker
 pinned: false
 license: apache-2.0
 ---

pre-requirements.txt

@@ -1,5 +0,0 @@
-ninja
---extra-index-url https://download.pytorch.org/whl/cu113
-torch==1.12.1+cu113
-torchvision==0.13.1+cu113
-

requirements.txt

@@ -38,4 +38,3 @@ git+https://github.com/openai/CLIP.git
 
 #controlnet
 controlnet_aux
-