add docker

This commit is contained in:
lihengzhong 2024-01-07 14:19:21 +08:00
parent 007601704d
commit deac619d5b
4 changed files with 65 additions and 2 deletions

55
Dockerfile Normal file
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@ -0,0 +1,55 @@
# Copyright (c) 2020-2022, NVIDIA CORPORATION. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this software and related documentation without an express
# license agreement from NVIDIA CORPORATION is strictly prohibited.
ARG BASE_IMAGE=nvcr.io/nvidia/cuda:11.6.1-cudnn8-devel-ubuntu20.04
FROM $BASE_IMAGE
RUN apt-get update -yq --fix-missing \
&& DEBIAN_FRONTEND=noninteractive apt-get install -yq --no-install-recommends \
pkg-config \
wget \
cmake \
curl \
git \
vim
#ENV PYTHONDONTWRITEBYTECODE=1
#ENV PYTHONUNBUFFERED=1
# nvidia-container-runtime
#ENV NVIDIA_VISIBLE_DEVICES all
#ENV NVIDIA_DRIVER_CAPABILITIES compute,utility,graphics
RUN wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh
RUN sh Miniconda3-latest-Linux-x86_64.sh -b -u -p ~/miniconda3
RUN ~/miniconda3/bin/conda init
RUN source ~/.bashrc
RUN conda create -n nerfstream python=3.10
RUN conda activate nerfstream
RUN pip config set global.index-url https://mirrors.aliyun.com/pypi/simple/
# install depend
RUN conda install pytorch==1.12.1 torchvision==0.13.1 cudatoolkit=11.3 -c pytorch
Copy requirements.txt ./
RUN pip install -r requirements.txt
# additional libraries
RUN pip install "git+https://github.com/facebookresearch/pytorch3d.git"
RUN pip install tensorflow-gpu==2.8.0
RUN pip uninstall protobuf
RUN pip install protobuf==3.20.1
RUN conda install ffmpeg
Copy ../python_rtmpstream /python_rtmpstream
WORKDIR /python_rtmpstream/python
RUN pip install .
Copy ../nerfstream /nerfstream
WORKDIR /nerfstream
CMD ["python3", "app.py"]

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@ -58,6 +58,13 @@ python app.py
用浏览器打开http://serverip/echo.html在文本框输入任意文字提交。数字人播报该段文字 用浏览器打开http://serverip/echo.html在文本框输入任意文字提交。数字人播报该段文字
### docker运行
先运行srs和nginx
启动数字人
```
docker run --gpus all -it --network=host --rm registry.cn-hangzhou.aliyuncs.com/lipku/nerfstream:v1.2
```
## Data flow ## Data flow
![](/assets/dataflow.png) ![](/assets/dataflow.png)

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@ -4,7 +4,7 @@ import torch
import torch.nn.functional as F import torch.nn.functional as F
from transformers import AutoModelForCTC, AutoProcessor from transformers import AutoModelForCTC, AutoProcessor
import pyaudio #import pyaudio
import soundfile as sf import soundfile as sf
import resampy import resampy

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@ -18,7 +18,7 @@ face_alignment
python_speech_features python_speech_features
numba numba
resampy resampy
pyaudio #pyaudio
soundfile soundfile
einops einops
configargparse configargparse
@ -30,3 +30,4 @@ transformers
edge_tts edge_tts
flask flask
flask_sockets flask_sockets
opencv-python-headless