基于Wav2Lip+TPS-Motion-Model+CodeFormer技术实现动漫风数字人
更新时间: 2024-04-28 14:51:22
learn
手动配置
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教程简介
在本教程中，您将学习如何在阿里云交互式建模（PAI-DSW）中，基于Wav2Lip、TPS-Motion-Model和CodeFormer技术实现动漫风格的数字人物。
您只需要输入一张动漫形象图片、驱动视频，以及您想让其说的文本内容，它就可以准确地模仿人类的说话动作并将文本内容表达出来。
示例效果如下所示：
我能学到什么
学会如何在DSW中进行模型训练和模型推理。
学会如何使用预训练模型、测试图片和驱动视频来生成动漫风格数字人物。
操作难度 | 中 |
所需时间 | 45分钟 |
使用的阿里云产品 | 阿里云在华北2（北京）、华东2（上海）、华东1（杭州）、华南1（深圳）地域为您提供了免费的PAI-DSW资源供您免费体验，您可根据需要选择对应地域申请试用，本教程以杭州地域为例。 【重要】：PAI-DSW免费资源包只适用于本教程中的PAI-DSW产品。如果您领取了PAI-DSW资源包后，使用了PAI-DSW及PAI的其他产品功能（如PAI-DLC、PAI-EAS等），PAI-DSW产品产生的费用由资源包抵扣，其他产品功能产生的费用无法抵扣，会产生对应的费用账单。 |
所需费用 | 0元 |
准备环境及资源
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开始教程前，请按以下步骤准备环境和资源：
【重要】：PAI-DSW免费资源包只适用于本教程中的PAI-DSW产品。如果您领取了PAI-DSW资源包后，使用了PAI-DSW及PAI的其他产品功能（如PAI-DLC、PAI-EAS等），PAI-DSW产品产生的费用由资源包抵扣，其他产品功能产生的费用无法抵扣，会产生对应的费用账单。
访问阿里云免费试用。单击页面右上方的登录/注册按钮，并根据页面提示完成账号登录（已有阿里云账号）、账号注册（尚无阿里云账号）或实名认证（根据试用产品要求完成个人实名认证或企业实名认证）。
成功登录后，在产品类别下选择人工智能与机器学习 > 人工智能平台，在交互式建模PAI-DSW卡片上单击立即试用。
【说明】：如果您此前已申请过试用PAI的免费资源包，此时界面会提示为已试用，您可以直接单击已试用按钮，进入PAI的控制台。
在交互式建模PAI-DSW面板，勾选服务协议后，单击立即试用，进入免费开通页面。
【重要】以下几种情况可能产生额外费用。
使用了除免费资源类型外的计费资源类型：
您申请试用的是PAI-DSW免费资源包，但您创建的DSW实例使用的资源类型非阿里云免费试用提供的资源类型。当前可申请免费使用的资源类型有：ecs.gn6v-c8g1.2xlarge、ecs.g6.xlarge、ecs.gn7i-c8g1.2xlarge。
申请试用的免费资源包与使用的产品资源不对应：
您创建了DSW实例，但您申请试用的是DLC或EAS产品的免费资源包。您使用DSW产品产生的费用无法使用免费资源包抵扣，会产生后付费账单。
您申请试用的是DSW免费资源包，但您使用的产品是DLC或EAS。使用DLC和EAS产品产生的费用无法使用DSW免费资源包抵扣，会产生后付费账单。
免费额度用尽或超出试用期：
领取免费资源包后，请在免费额度和有效试用期内使用。如果免费额度用尽或试用期结束后，继续使用计算资源，会产生后付费账单。
请前往资源实例管理页面，查看免费额度使用量和过期时间，如下图所示。
开通机器学习PAI并创建默认工作空间。其中关键参数配置如下，更多详细内容，请参见开通并创建默认工作空间。
本教程地域选择：华东1（杭州）。您也可以根据情况选择华北2（北京）、华东2（上海）、华南1（深圳）地域。
单击免费开通并创建默认工作空间：在弹出的开通页面中配置订单详情。配置要点如下。
本教程不需要开通其他产品，您需要在组合开通配置模块，去勾选其他产品的复选框。
在服务角色授权模块单击去授权，根据界面提示为PAI完成授权，然后返回开通页面，刷新页面，继续开通操作。
开通成功后单击进入PAI控制台，在默认工作空间中创建DSW实例。其中关键参数配置如下，其他参数取默认配置即可。更多详细内容，请参见创建DSW实例。
【说明】：创建DSW实例需要一定时间，与当前的资源数有关，通常大约需要15分钟。如果您使用地域资源不足，可更换其他支持免费试用的地域申请开通试用并创建DSW实例。
参数
描述
地域及可用区
本教程选择：华东1（杭州）。
实例名称
您可以自定义实例名称，本教程示例为：_test。
资源配额
本教程需选择公共资源（后付费）的GPU规格，规格名称为ecs.gn6v-c8g1.2xlarge。
【说明】：阿里云免费试用提供的资源类型包括以下几种类型：
ecs.gn7i-c8g1.2xlarge（此规格可运行本教程内容）
ecs.g6.xlarge
ecs.gn6v-c8g1.2xlarge（此规格可运行本教程内容）
选择镜像
选择官方镜像中的pytorch-develop:1.12-gpu-py39-cu113-ubuntu20.04。
在DSW中打开教程文件
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进入PAI-DSW开发环境。
登录PAI控制台。
在页面左上方，选择DSW实例所在的地域。
在左侧导航栏单击工作空间列表，在工作空间列表页面中单击默认工作空间名称，进入对应工作空间内。
在左侧导航栏，选择模型开发与训练>交互式建模（DSW）。
单击需要打开的实例操作列下的打开，进入PAI-DSW实例开发环境。
在Notebook页签的Launcher页面，单击快速开始区域Tool下的DSW Gallery，打开DSW Gallery页面。
在DSW Gallery页面中，搜索并找到基于Wav2Lip+TPS-Motion-Model+CodeFormer技术实现动漫风数字人教程，单击教程卡片中的在DSW中打开。
单击后即会自动将本教程所需的资源和教程文件下载至DSW实例中，并在下载完成后自动打开教程文件。
远程运行文件
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在打开的教程文件live_portrait.ipynb中，您可以直接看到教程文本，您可以在教程文件中直接运行对应的步骤的命令，当成功运行结束一个步骤命令后，再顺次运行下个步骤的命令。
本教程包含的操作步骤以及每个步骤的执行结果如下。
【注意】教程中涉及的部分代码库不可商用，仅用于教学示例演示。
准备环境。
克隆开源代码。
单击此处查看运行结果
Cloning into 'Wav2Lip'... remote: Enumerating objects: 369, done. remote: Counting objects: 100% (9/9), done. remote: Compressing objects: 100% (7/7), done. remote: Total 369 (delta 4), reused 4 (delta 2), pack-reused 360 Receiving objects: 100% (369/369), 529.28 KiB | 558.00 KiB/s, done. Resolving deltas: 100% (202/202), done.Cloning into 'Thin-Plate-Spline-Motion-Model'... remote: Enumerating objects: 115, done. remote: Counting objects: 100% (65/65), done. remote: Compressing objects: 100% (36/36), done. remote: Total 115 (delta 43), reused 31 (delta 29), pack-reused 50 Receiving objects: 100% (115/115), 32.66 MiB | 13.10 MiB/s, done. Resolving deltas: 100% (51/51), done.Cloning into 'CodeFormer'... remote: Enumerating objects: 594, done. remote: Counting objects: 100% (245/245), done. remote: Compressing objects: 100% (88/88), done. remote: Total 594 (delta 175), reused 173 (delta 157), pack-reused 349 Receiving objects: 100% (594/594), 17.31 MiB | 9.68 MiB/s, done. Resolving deltas: 100% (286/286), done.work directory: /mnt/workspace/demos/live_portrait wav2lip directory: /mnt/workspace/demos/live_portrait/Wav2Lip codeformer directory: /mnt/workspace/demos/live_portrait/CodeFormer motion model directory: /mnt/workspace/demos/live_portrait/Thin-Plate-Spline-Motion-Model安装依赖包。
单击此处查看运行结果
Looking in indexes: https://mirrors.cloud.aliyuncs.com/pypi/simple Requirement already satisfied: pip in /home/pai/lib/python3.9/site-packages (23.0.1) Collecting pip Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/47/6a/453160888fab7c6a432a6e25f8afe6256d0d9f2cbd25971021da6491d899/pip-23.3.1-py3-none-any.whl (2.1 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.1/2.1 MB 23.0 MB/s eta 0:00:00a 0:00:01 Installing collected packages: pip Attempting uninstall: pip Found existing installation: pip 23.0.1 Uninstalling pip-23.0.1: Successfully uninstalled pip-23.0.1 Successfully installed pip-23.3.1 WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv Looking in indexes: https://mirrors.cloud.aliyuncs.com/pypi/simple, https://download.pytorch.org/whl/cu113/ Collecting cffi==1.14.6 (from -r /mnt/workspace/demos/live_portrait/Thin-Plate-Spline-Motion-Model/requirements.txt (line 1)) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/be/2a/6d266eea47dbb2d872bbd1b8954a2d167668481ff34ebb70ffdd1113eeab/cffi-1.14.6-cp39-cp39-manylinux1_x86_64.whl (405 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 405.7/405.7 kB 23.6 MB/s eta 0:00:00 Collecting cycler==0.10.0 (from -r /mnt/workspace/demos/live_portrait/Thin-Plate-Spline-Motion-Model/requirements.txt (line 2)) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/f7/d2/e07d3ebb2bd7af696440ce7e754c59dd546ffe1bbe732c8ab68b9c834e61/cycler-0.10.0-py2.py3-none-any.whl (6.5 kB) Collecting decorator==5.1.0 (from -r /mnt/workspace/demos/live_portrait/Thin-Plate-Spline-Motion-Model/requirements.txt (line 3)) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/3d/cc/d7b758e54779f7e465179427de7e78c601d3330d6c411ea7ba9ae2f38102/decorator-5.1.0-py3-none-any.whl (9.1 kB) Collecting face-alignment==1.3.5 (from -r /mnt/workspace/demos/live_portrait/Thin-Plate-Spline-Motion-Model/requirements.txt (line 4)) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/a1/d1/572b8580cfb026b508e8edbfdafca0e119dfd9b963cc0987db50fe0e5d11/face_alignment-1.3.5-py2.py3-none-any.whl (29 kB) Collecting imageio==2.9.0 (from -r /mnt/workspace/demos/live_portrait/Thin-Plate-Spline-Motion-Model/requirements.txt (line 5)) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/6e/57/5d899fae74c1752f52869b613a8210a2480e1a69688e65df6cb26117d45d/imageio-2.9.0-py3-none-any.whl (3.3 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 3.3/3.3 MB 86.0 MB/s eta 0:00:00:00:01 Collecting imageio-ffmpeg==0.4.5 (from -r /mnt/workspace/demos/live_portrait/Thin-Plate-Spline-Motion-Model/requirements.txt (line 6)) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/9c/b0/513647cdd9178f96eb146cae067c19105954e19e144a7423fc63c63b5829/imageio_ffmpeg-0.4.5-py3-none-manylinux2010_x86_64.whl (26.9 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 26.9/26.9 MB 88.5 MB/s eta 0:00:0000:0100:01 Collecting kiwisolver==1.3.2 (from -r /mnt/workspace/demos/live_portrait/Thin-Plate-Spline-Motion-Model/requirements.txt (line 7)) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/1f/99/58fe27c8e4a3de823f9fc28ab2c415347efc4139f1c85cac65a008007210/kiwisolver-1.3.2-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (1.6 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.6/1.6 MB 69.1 MB/s eta 0:00:00 Collecting matplotlib==3.4.3 (from -r /mnt/workspace/demos/live_portrait/Thin-Plate-Spline-Motion-Model/requirements.txt (line 8)) Downloading 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/mnt/workspace/demos/live_portrait/Thin-Plate-Spline-Motion-Model/requirements.txt (line 23)) Downloading https://download.pytorch.org/whl/cu113/torch-1.10.0%2Bcu113-cp39-cp39-linux_x86_64.whl (1821.4 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.8/1.8 GB 867.2 kB/s eta 0:00:00:01m00:04 WARNING: Retrying (Retry(total=4, connect=None, read=None, redirect=None, status=None)) after connection broken by 'ProtocolError('Connection aborted.', ConnectionResetError(104, 'Connection reset by peer'))': /whl/cu113/torchvision/ Collecting torchvision==0.11.0+cu113 (from -r /mnt/workspace/demos/live_portrait/Thin-Plate-Spline-Motion-Model/requirements.txt (line 24)) Downloading https://download.pytorch.org/whl/cu113/torchvision-0.11.0%2Bcu113-cp39-cp39-linux_x86_64.whl (21.7 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 21.7/21.7 MB 12.1 MB/s eta 0:00:0000:0100:01 Collecting tqdm==4.62.3 (from -r /mnt/workspace/demos/live_portrait/Thin-Plate-Spline-Motion-Model/requirements.txt (line 25)) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/63/f3/b7a1b8e40fd1bd049a34566eb353527bb9b8e9b98f8b6cf803bb64d8ce95/tqdm-4.62.3-py2.py3-none-any.whl (76 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 76.2/76.2 kB 3.4 MB/s eta 0:00:00 Requirement already satisfied: opencv-python in /home/pai/lib/python3.9/site-packages (from face-alignment==1.3.5->-r /mnt/workspace/demos/live_portrait/Thin-Plate-Spline-Motion-Model/requirements.txt (line 4)) (4.6.0.66) Requirement already satisfied: numba in /home/pai/lib/python3.9/site-packages (from face-alignment==1.3.5->-r /mnt/workspace/demos/live_portrait/Thin-Plate-Spline-Motion-Model/requirements.txt (line 4)) (0.56.4) Requirement already satisfied: tifffile>=2019.7.26 in /home/pai/lib/python3.9/site-packages (from scikit-image==0.18.3->-r /mnt/workspace/demos/live_portrait/Thin-Plate-Spline-Motion-Model/requirements.txt (line 19)) (2023.3.21) Requirement already satisfied: joblib>=0.11 in /home/pai/lib/python3.9/site-packages (from scikit-learn==1.0->-r /mnt/workspace/demos/live_portrait/Thin-Plate-Spline-Motion-Model/requirements.txt (line 20)) (1.2.0) Requirement already satisfied: threadpoolctl>=2.0.0 in /home/pai/lib/python3.9/site-packages (from scikit-learn==1.0->-r /mnt/workspace/demos/live_portrait/Thin-Plate-Spline-Motion-Model/requirements.txt (line 20)) (3.1.0) Requirement already satisfied: typing-extensions in /home/pai/lib/python3.9/site-packages (from torch==1.10.0+cu113->-r /mnt/workspace/demos/live_portrait/Thin-Plate-Spline-Motion-Model/requirements.txt (line 23)) (4.5.0) Requirement already satisfied: llvmlite<0.40,>=0.39.0dev0 in /home/pai/lib/python3.9/site-packages (from numba->face-alignment==1.3.5->-r /mnt/workspace/demos/live_portrait/Thin-Plate-Spline-Motion-Model/requirements.txt (line 4)) (0.39.1) Requirement already satisfied: setuptools in /home/pai/lib/python3.9/site-packages (from numba->face-alignment==1.3.5->-r /mnt/workspace/demos/live_portrait/Thin-Plate-Spline-Motion-Model/requirements.txt (line 4)) (65.6.3) Installing collected packages: pytz, tqdm, torch, PyYAML, pyparsing, pycparser, Pillow, numpy, networkx, kiwisolver, imageio-ffmpeg, decorator, cycler, torchvision, scipy, PyWavelets, pandas, matplotlib, imageio, cffi, scikit-learn, scikit-image, face-alignment Attempting uninstall: pytz Found existing installation: pytz 2023.3 Uninstalling pytz-2023.3: Successfully uninstalled pytz-2023.3 Attempting uninstall: tqdm Found existing installation: tqdm 4.65.0 Uninstalling tqdm-4.65.0: Successfully uninstalled tqdm-4.65.0 Attempting uninstall: torch Found existing installation: torch 1.12.1+cu113 Uninstalling torch-1.12.1+cu113: Successfully uninstalled torch-1.12.1+cu113 Attempting uninstall: PyYAML Found existing installation: PyYAML 6.0 Uninstalling PyYAML-6.0: Successfully uninstalled PyYAML-6.0 Attempting uninstall: pyparsing Found existing installation: pyparsing 3.0.9 Uninstalling pyparsing-3.0.9: Successfully uninstalled pyparsing-3.0.9 Attempting uninstall: pycparser Found existing installation: pycparser 2.21 Uninstalling pycparser-2.21: Successfully uninstalled pycparser-2.21 Attempting uninstall: Pillow Found existing installation: Pillow 9.5.0 Uninstalling Pillow-9.5.0: Successfully uninstalled Pillow-9.5.0 Attempting uninstall: numpy Found existing installation: numpy 1.23.5 Uninstalling numpy-1.23.5: Successfully uninstalled numpy-1.23.5 Attempting uninstall: networkx Found existing installation: networkx 3.1 Uninstalling networkx-3.1: Successfully uninstalled networkx-3.1 Attempting uninstall: kiwisolver Found existing installation: kiwisolver 1.4.4 Uninstalling kiwisolver-1.4.4: Successfully uninstalled kiwisolver-1.4.4 Attempting uninstall: decorator Found existing installation: decorator 5.1.1 Uninstalling decorator-5.1.1: Successfully uninstalled decorator-5.1.1 Attempting uninstall: cycler Found existing installation: cycler 0.11.0 Uninstalling cycler-0.11.0: Successfully uninstalled cycler-0.11.0 Attempting uninstall: torchvision Found existing installation: torchvision 0.13.1+cu113 Uninstalling torchvision-0.13.1+cu113: Successfully uninstalled torchvision-0.13.1+cu113 Attempting uninstall: scipy Found existing installation: scipy 1.9.1 Uninstalling scipy-1.9.1: Successfully uninstalled scipy-1.9.1 Attempting uninstall: PyWavelets Found existing installation: PyWavelets 1.4.1 Uninstalling PyWavelets-1.4.1: Successfully uninstalled PyWavelets-1.4.1 Attempting uninstall: pandas Found existing installation: pandas 2.0.0 Uninstalling pandas-2.0.0: Successfully uninstalled pandas-2.0.0 Attempting uninstall: matplotlib Found existing installation: matplotlib 3.5.2 Uninstalling matplotlib-3.5.2: Successfully uninstalled matplotlib-3.5.2 Attempting uninstall: imageio Found existing installation: imageio 2.27.0 Uninstalling imageio-2.27.0: Successfully uninstalled imageio-2.27.0 Attempting uninstall: cffi Found existing installation: cffi 1.15.1 Uninstalling cffi-1.15.1: Successfully uninstalled cffi-1.15.1 Attempting uninstall: scikit-learn Found existing installation: scikit-learn 1.2.2 Uninstalling scikit-learn-1.2.2: Successfully uninstalled scikit-learn-1.2.2 Attempting uninstall: scikit-image Found existing installation: scikit-image 0.20.0 Uninstalling scikit-image-0.20.0: Successfully uninstalled scikit-image-0.20.0 ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts. alipai 0.1.7 requires enum34>=1.1.10, which is not installed. fairscale 0.4.13 requires numpy>=1.22.0, but you have numpy 1.20.3 which is incompatible. torchaudio 0.12.1 requires torch==1.12.1, but you have torch 1.10.0+cu113 which is incompatible. Successfully installed Pillow-8.3.2 PyWavelets-1.1.1 PyYAML-5.4.1 cffi-1.14.6 cycler-0.10.0 decorator-5.1.0 face-alignment-1.3.5 imageio-2.9.0 imageio-ffmpeg-0.4.5 kiwisolver-1.3.2 matplotlib-3.4.3 networkx-2.6.3 numpy-1.20.3 pandas-1.3.3 pycparser-2.20 pyparsing-2.4.7 pytz-2021.1 scikit-image-0.18.3 scikit-learn-1.0 scipy-1.7.1 torch-1.10.0+cu113 torchvision-0.11.0+cu113 tqdm-4.62.3 WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv Looking in indexes: https://mirrors.cloud.aliyuncs.com/pypi/simple Requirement already satisfied: addict in /home/pai/lib/python3.9/site-packages (from -r /mnt/workspace/demos/live_portrait/CodeFormer/requirements.txt (line 1)) (2.4.0) Requirement already satisfied: future in /home/pai/lib/python3.9/site-packages (from -r /mnt/workspace/demos/live_portrait/CodeFormer/requirements.txt (line 2)) (0.18.3) Requirement already satisfied: lmdb in /home/pai/lib/python3.9/site-packages (from -r /mnt/workspace/demos/live_portrait/CodeFormer/requirements.txt (line 3)) (1.4.1) Requirement already satisfied: numpy in /home/pai/lib/python3.9/site-packages (from -r /mnt/workspace/demos/live_portrait/CodeFormer/requirements.txt (line 4)) (1.20.3) Requirement already satisfied: opencv-python in /home/pai/lib/python3.9/site-packages (from -r /mnt/workspace/demos/live_portrait/CodeFormer/requirements.txt (line 5)) 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/mnt/workspace/demos/live_portrait/CodeFormer/requirements.txt (line 16)) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/9b/13/1df50c7925d9d2746702719f40e864f51ed66f307b20ad32392f1ad2bb87/lpips-0.1.4-py3-none-any.whl (53 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 53.8/53.8 kB 15.4 MB/s eta 0:00:00 Collecting gdown (from -r /mnt/workspace/demos/live_portrait/CodeFormer/requirements.txt (line 17)) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/e7/38/e3393edb5fd157abaa54292f31251f8c2ff739673f535990f8a43e69b9dd/gdown-4.7.1-py3-none-any.whl (15 kB) Requirement already satisfied: charset-normalizer<3,>=2 in /home/pai/lib/python3.9/site-packages (from requests->-r /mnt/workspace/demos/live_portrait/CodeFormer/requirements.txt (line 8)) (2.0.4) Requirement already satisfied: idna<4,>=2.5 in /home/pai/lib/python3.9/site-packages (from requests->-r /mnt/workspace/demos/live_portrait/CodeFormer/requirements.txt (line 8)) (3.4) Requirement already satisfied: 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It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv Looking in indexes: https://mirrors.cloud.aliyuncs.com/pypi/simple Collecting modelscope Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/cf/8d/13542702694f6e378e4f8dd01b46cae53f170726dcebbc062102ec12dcdd/modelscope-1.9.3-py3-none-any.whl (5.4 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 5.4/5.4 MB 35.0 MB/s eta 0:00:0000:0100:01 Collecting pytorch_wavelets Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/8d/65/b7da80705dc679999ef77c06ded71e060d4ea14ed80111c104223e130cc1/pytorch_wavelets-1.3.0-py3-none-any.whl (54 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 54.9/54.9 kB 15.1 MB/s eta 0:00:00 Collecting tensorboardX Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/44/71/f3e7c9b2ab67e28c572ab4e9d5fa3499e0d252650f96d8a3a03e26677f53/tensorboardX-2.6.2.2-py2.py3-none-any.whl (101 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 101.7/101.7 kB 27.5 MB/s eta 0:00:00 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/home/pai/lib/python3.9/site-packages (from modelscope) (1.7.1) Requirement already satisfied: setuptools in /home/pai/lib/python3.9/site-packages (from modelscope) (65.6.3) Requirement already satisfied: simplejson>=3.3.0 in /home/pai/lib/python3.9/site-packages (from modelscope) (3.19.1) Collecting sortedcontainers>=1.5.9 (from modelscope) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/32/46/9cb0e58b2deb7f82b84065f37f3bffeb12413f947f9388e4cac22c4621ce/sortedcontainers-2.4.0-py2.py3-none-any.whl (29 kB) Collecting tqdm>=4.64.0 (from modelscope) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/00/e5/f12a80907d0884e6dff9c16d0c0114d81b8cd07dc3ae54c5e962cc83037e/tqdm-4.66.1-py3-none-any.whl (78 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 78.3/78.3 kB 20.7 MB/s eta 0:00:00 Requirement already satisfied: urllib3>=1.26 in /home/pai/lib/python3.9/site-packages (from modelscope) (1.26.13) Requirement already satisfied: yapf in /home/pai/lib/python3.9/site-packages (from modelscope) (0.32.0) Requirement already satisfied: six in /home/pai/lib/python3.9/site-packages (from pytorch_wavelets) (1.16.0) Requirement already satisfied: torch in /home/pai/lib/python3.9/site-packages (from pytorch_wavelets) (1.10.0+cu113) Requirement already satisfied: packaging in /home/pai/lib/python3.9/site-packages (from tensorboardX) (23.0) Requirement already satisfied: protobuf>=3.20 in /home/pai/lib/python3.9/site-packages (from tensorboardX) (3.20.3) Requirement already satisfied: dill<0.3.7,>=0.3.0 in /home/pai/lib/python3.9/site-packages (from datasets<=2.13.0,>=2.8.0->modelscope) (0.3.6) Collecting xxhash (from datasets<=2.13.0,>=2.8.0->modelscope) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/63/93/812d78f70145c68c4e64533f4d625bea01236f27698febe15f0ceebc1566/xxhash-3.4.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (193 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 193.8/193.8 kB 42.3 MB/s eta 0:00:00 Collecting multiprocess (from 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This could take a while. Collecting multiprocess (from datasets<=2.13.0,>=2.8.0->modelscope) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/6a/f4/fbeb03ef7abdda54db4a6a75c971b88ab73d724ff09e3275cc1e99f1c946/multiprocess-0.70.14-py39-none-any.whl (132 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 132.9/132.9 kB 32.9 MB/s eta 0:00:00 Requirement already satisfied: cffi>=1.12 in /home/pai/lib/python3.9/site-packages (from cryptography>=2.6.0->aliyun-python-sdk-core>=2.13.12->oss2->modelscope) (1.14.6) Requirement already satisfied: pycparser in /home/pai/lib/python3.9/site-packages (from cffi>=1.12->cryptography>=2.6.0->aliyun-python-sdk-core>=2.13.12->oss2->modelscope) (2.20) Installing collected packages: sortedcontainers, xxhash, tqdm, tensorboardX, pyarrow, multiprocess, fsspec, pytorch_wavelets, datasets, modelscope Attempting uninstall: tqdm Found existing installation: tqdm 4.62.3 Uninstalling tqdm-4.62.3: Successfully uninstalled tqdm-4.62.3 Successfully installed datasets-2.13.0 fsspec-2023.10.0 modelscope-1.9.3 multiprocess-0.70.14 pyarrow-13.0.0 pytorch_wavelets-1.3.0 sortedcontainers-2.4.0 tensorboardX-2.6.2.2 tqdm-4.66.1 xxhash-3.4.1 WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv Looking in indexes: https://mirrors.cloud.aliyuncs.com/pypi/simple Looking in links: https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html Collecting kantts Downloading https://modelscope.oss-cn-beijing.aliyuncs.com/releases/dependencies/kantts/kantts-1.0.1-py3-none-any.whl (147 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 147.2/147.2 kB 1.3 MB/s eta 0:00:00a 0:00:01 Collecting librosa>=0.9.2 (from kantts) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/e2/a2/4f639c1168d7aada749a896afb4892a831e2041bebdcf636aebfe9e86556/librosa-0.10.1-py3-none-any.whl (253 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 253.7/253.7 kB 24.0 MB/s eta 0:00:00 Requirement already satisfied: matplotlib in /home/pai/lib/python3.9/site-packages (from kantts) (3.4.3) Requirement already satisfied: numpy in /home/pai/lib/python3.9/site-packages (from kantts) (1.20.3) Requirement already satisfied: numba in /home/pai/lib/python3.9/site-packages (from kantts) (0.56.4) Collecting unidecode (from kantts) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/e4/63/7685ef40c65aba621ccd2524a24181bf11f0535ab1fdba47e40738eacff6/Unidecode-1.3.7-py3-none-any.whl (235 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 235.5/235.5 kB 51.1 MB/s eta 0:00:00 Collecting inflect (from kantts) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/fb/c6/d9feb758be584f729424390af24687d3a4363d968164f94079f83cd536b4/inflect-7.0.0-py3-none-any.whl (34 kB) Collecting pywavelets>=1.3.0 (from kantts) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/5a/98/4549479a32972bdfdd5e75e168219e97f4dfaee535a8308efef7291e8398/PyWavelets-1.4.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (6.9 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 6.9/6.9 MB 90.6 MB/s eta 0:00:00:00:0100:01 Collecting scikit-learn>=1.0.2 (from kantts) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/af/ad/329a88013936e4372181c0e275c19aa6130b0835876726944b811af5a856/scikit_learn-1.3.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (10.9 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 10.9/10.9 MB 113.6 MB/s eta 0:00:0000:0100:01 Collecting scipy>=1.7.3 (from kantts) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/88/8c/9d1f74196c296046af1f20e6d3fc7fbb27387282315e1643f450bba14329/scipy-1.11.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (36.6 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 36.6/36.6 MB 66.3 MB/s eta 0:00:0000:0100:01 Requirement already satisfied: tqdm in /home/pai/lib/python3.9/site-packages (from kantts) (4.66.1) Collecting pysptk (from kantts) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/74/14/cfaf107e8dfbc1065818b3efc82774b61f0315520962ae81b5b8c6700822/pysptk-0.2.2.tar.gz (421 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 421.3/421.3 kB 12.4 MB/s eta 0:00:00 Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Collecting sox (from kantts) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/3f/67/1810e9a69956eb236967b7174c11fd8d8c2cdab051509286f72e6c7e147e/sox-1.4.1-py2.py3-none-any.whl (39 kB) Collecting ttsfrd (from kantts) Downloading https://modelscope.oss-cn-beijing.aliyuncs.com/releases/dependencies/ttsfrd/linux/ttsfrd-0.2.1-cp39-cp39-linux_x86_64.whl (53.4 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 53.4/53.4 MB 21.4 MB/s eta 0:00:0000:0100:01 Collecting audioread>=2.1.9 (from librosa>=0.9.2->kantts) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/57/8d/30aa32745af16af0a9a650115fbe81bde7c610ed5c21b381fca0196f3a7f/audioread-3.0.1-py3-none-any.whl (23 kB) Requirement already satisfied: joblib>=0.14 in /home/pai/lib/python3.9/site-packages (from librosa>=0.9.2->kantts) (1.2.0) Requirement already satisfied: decorator>=4.3.0 in /home/pai/lib/python3.9/site-packages (from librosa>=0.9.2->kantts) (5.1.0) Collecting soundfile>=0.12.1 (from librosa>=0.9.2->kantts) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/c1/07/7591f4efd29e65071c3a61b53725036ea8f73366a4920a481ebddaf8d0ca/soundfile-0.12.1-py2.py3-none-manylinux_2_31_x86_64.whl (1.2 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.2/1.2 MB 40.1 MB/s eta 0:00:00 Collecting pooch>=1.0 (from librosa>=0.9.2->kantts) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/84/8c/4da580db7fb4cfce8f5ed78e7d2aa542e6f201edd69d3d8a96917a8ff63c/pooch-1.7.0-py3-none-any.whl (60 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 60.9/60.9 kB 17.2 MB/s eta 0:00:00 Collecting soxr>=0.3.2 (from librosa>=0.9.2->kantts) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/be/1a/845d95266ea63ff402121ac5d1d48261bebfd20f45dbd24ce08fb712bf47/soxr-0.3.7-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.2 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.2/1.2 MB 72.4 MB/s eta 0:00:00 Requirement already satisfied: typing-extensions>=4.1.1 in /home/pai/lib/python3.9/site-packages (from librosa>=0.9.2->kantts) (4.5.0) Requirement already satisfied: lazy-loader>=0.1 in /home/pai/lib/python3.9/site-packages (from librosa>=0.9.2->kantts) (0.2) Collecting msgpack>=1.0 (from librosa>=0.9.2->kantts) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/58/99/2b2e64b7195f62b88be01c13ed0244055498d9cd1454f2aafa1a2df24dd3/msgpack-1.0.7-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (530 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 531.0/531.0 kB 75.7 MB/s eta 0:00:00 Requirement already satisfied: llvmlite<0.40,>=0.39.0dev0 in /home/pai/lib/python3.9/site-packages (from numba->kantts) (0.39.1) Requirement already satisfied: setuptools in /home/pai/lib/python3.9/site-packages (from numba->kantts) (65.6.3) Requirement already satisfied: threadpoolctl>=2.0.0 in /home/pai/lib/python3.9/site-packages (from scikit-learn>=1.0.2->kantts) (3.1.0) Collecting numpy (from kantts) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/4c/b9/038abd6fbd67b05b03cb1af590cfc02b7f1e5a37af7ac6a868f5093c29f5/numpy-1.23.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (17.1 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 17.1/17.1 MB 92.3 MB/s eta 0:00:0000:0100:01 Collecting pydantic>=1.9.1 (from inflect->kantts) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/73/66/0a72c9fcde42e5650c8d8d5c5c1873b9a3893018020c77ca8eb62708b923/pydantic-2.4.2-py3-none-any.whl (395 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 395.8/395.8 kB 66.9 MB/s eta 0:00:00 Requirement already satisfied: cycler>=0.10 in /home/pai/lib/python3.9/site-packages (from matplotlib->kantts) (0.10.0) Requirement already satisfied: kiwisolver>=1.0.1 in /home/pai/lib/python3.9/site-packages (from matplotlib->kantts) (1.3.2) Requirement already satisfied: pillow>=6.2.0 in /home/pai/lib/python3.9/site-packages (from matplotlib->kantts) (8.3.2) Requirement already satisfied: pyparsing>=2.2.1 in /home/pai/lib/python3.9/site-packages (from matplotlib->kantts) (2.4.7) Requirement already satisfied: python-dateutil>=2.7 in /home/pai/lib/python3.9/site-packages (from matplotlib->kantts) (2.8.2) Requirement already satisfied: cython>=0.28.0 in /home/pai/lib/python3.9/site-packages (from pysptk->kantts) (0.29.33) Requirement already satisfied: six in /home/pai/lib/python3.9/site-packages (from cycler>=0.10->matplotlib->kantts) (1.16.0) Requirement already satisfied: platformdirs>=2.5.0 in /home/pai/lib/python3.9/site-packages (from pooch>=1.0->librosa>=0.9.2->kantts) (3.2.0) Requirement already satisfied: packaging>=20.0 in /home/pai/lib/python3.9/site-packages (from pooch>=1.0->librosa>=0.9.2->kantts) (23.0) Requirement already satisfied: requests>=2.19.0 in /home/pai/lib/python3.9/site-packages (from pooch>=1.0->librosa>=0.9.2->kantts) (2.28.1) Collecting annotated-types>=0.4.0 (from pydantic>=1.9.1->inflect->kantts) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/28/78/d31230046e58c207284c6b2c4e8d96e6d3cb4e52354721b944d3e1ee4aa5/annotated_types-0.6.0-py3-none-any.whl (12 kB) Collecting pydantic-core==2.10.1 (from pydantic>=1.9.1->inflect->kantts) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/7e/79/ce020f23d8e4e874aa95e4097a90804912b933145aa870818fdfd8c86739/pydantic_core-2.10.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.1 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.1/2.1 MB 66.5 MB/s eta 0:00:00 Collecting typing-extensions>=4.1.1 (from librosa>=0.9.2->kantts) Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/24/21/7d397a4b7934ff4028987914ac1044d3b7d52712f30e2ac7a2ae5bc86dd0/typing_extensions-4.8.0-py3-none-any.whl (31 kB) Requirement already satisfied: cffi>=1.0 in /home/pai/lib/python3.9/site-packages (from soundfile>=0.12.1->librosa>=0.9.2->kantts) (1.14.6) Requirement already satisfied: pycparser in /home/pai/lib/python3.9/site-packages (from cffi>=1.0->soundfile>=0.12.1->librosa>=0.9.2->kantts) (2.20) Requirement already satisfied: charset-normalizer<3,>=2 in /home/pai/lib/python3.9/site-packages (from requests>=2.19.0->pooch>=1.0->librosa>=0.9.2->kantts) (2.0.4) Requirement already satisfied: idna<4,>=2.5 in /home/pai/lib/python3.9/site-packages (from requests>=2.19.0->pooch>=1.0->librosa>=0.9.2->kantts) (3.4) Requirement already satisfied: urllib3<1.27,>=1.21.1 in /home/pai/lib/python3.9/site-packages (from requests>=2.19.0->pooch>=1.0->librosa>=0.9.2->kantts) (1.26.13) Requirement already satisfied: certifi>=2017.4.17 in /home/pai/lib/python3.9/site-packages (from requests>=2.19.0->pooch>=1.0->librosa>=0.9.2->kantts) (2022.12.7) Building wheels for collected packages: pysptk Building wheel for pysptk (pyproject.toml) ... done Created wheel for pysptk: filename=pysptk-0.2.2-cp39-cp39-linux_x86_64.whl size=408188 sha256=af99737bb0aa1d588ecaf441daaff1f9e99c41fb5b2942c26310cb9aad9f0709 Stored in directory: /root/.cache/pip/wheels/df/44/b0/25fdfbed1f64338818780473333e3b6f0ac07f9dce282ffc12 Successfully built pysptk Installing collected packages: unidecode, typing-extensions, ttsfrd, numpy, msgpack, audioread, annotated-types, soxr, sox, soundfile, scipy, pywavelets, pydantic-core, pooch, scikit-learn, pysptk, pydantic, librosa, inflect, kantts Attempting uninstall: typing-extensions Found existing installation: typing_extensions 4.5.0 Uninstalling typing_extensions-4.5.0: Successfully uninstalled typing_extensions-4.5.0 Attempting uninstall: numpy Found existing installation: numpy 1.20.3 Uninstalling numpy-1.20.3: Successfully uninstalled numpy-1.20.3 Attempting uninstall: scipy Found existing installation: scipy 1.7.1 Uninstalling scipy-1.7.1: Successfully uninstalled scipy-1.7.1 Attempting uninstall: pywavelets Found existing installation: PyWavelets 1.1.1 Uninstalling PyWavelets-1.1.1: Successfully uninstalled PyWavelets-1.1.1 Attempting uninstall: scikit-learn Found existing installation: scikit-learn 1.0 Uninstalling scikit-learn-1.0: Successfully uninstalled scikit-learn-1.0 ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts. alipai 0.1.7 requires enum34>=1.1.10, which is not installed. torchaudio 0.12.1 requires torch==1.12.1, but you have torch 1.10.0+cu113 which is incompatible. Successfully installed annotated-types-0.6.0 audioread-3.0.1 inflect-7.0.0 kantts-1.0.1 librosa-0.10.1 msgpack-1.0.7 numpy-1.23.5 pooch-1.7.0 pydantic-2.4.2 pydantic-core-2.10.1 pysptk-0.2.2 pywavelets-1.4.1 scikit-learn-1.2.2 scipy-1.11.3 soundfile-0.12.1 sox-1.4.1 soxr-0.3.7 ttsfrd-0.2.1 typing-extensions-4.8.0 unidecode-1.3.7 WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv Looking in indexes: https://mirrors.cloud.aliyuncs.com/pypi/simple Collecting librosa==0.8.0 Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/26/4d/c22d8ca74ca2c13cd4ac430fa353954886104321877b65fa871939e78591/librosa-0.8.0.tar.gz (183 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 183.9/183.9 kB 6.1 MB/s eta 0:00:00 Preparing metadata (setup.py) ... done Collecting resampy Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/f2/d3/5209fd2132452f199b1ddf0d084f9fd5f5f910840e3b282f005b48a503e1/resampy-0.4.2-py3-none-any.whl (3.1 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 3.1/3.1 MB 31.5 MB/s eta 0:00:00a 0:00:01 Building wheels for collected packages: librosa Building wheel for librosa (setup.py) ... done Created wheel for librosa: filename=librosa-0.8.0-py3-none-any.whl size=201379 sha256=0cd3f8aed7962b6c44c909791121cbccd1d8094e8d036c4ffac506ba2d336052 Stored in directory: /root/.cache/pip/wheels/ae/bb/83/e91b9b1c5c6ffd738a7e209034d8f4f2325f731d46ef3c6789 Successfully built librosa Installing collected packages: resampy, librosa Attempting uninstall: librosa Found existing installation: librosa 0.10.1 Uninstalling librosa-0.10.1: Successfully uninstalled librosa-0.10.1 Successfully installed librosa-0.8.0 resampy-0.4.2 WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv Get:1 http://mirrors.aliyun.com/ubuntu focal InRelease [265 kB] Get:2 http://mirrors.aliyun.com/ubuntu focal-security InRelease [114 kB] Get:3 http://mirrors.aliyun.com/ubuntu focal-updates InRelease [114 kB] Get:4 http://mirrors.aliyun.com/ubuntu focal/restricted Sources [7,198 B] Get:5 http://mirrors.aliyun.com/ubuntu focal/multiverse Sources [208 kB] Get:6 http://mirrors.aliyun.com/ubuntu focal/universe Sources [12.3 MB] Get:7 http://mirrors.aliyun.com/ubuntu focal/main Sources [1,079 kB] Get:8 http://mirrors.aliyun.com/ubuntu focal/main amd64 Packages [1,275 kB] Get:9 http://mirrors.aliyun.com/ubuntu focal/restricted amd64 Packages [33.4 kB] Get:10 http://mirrors.aliyun.com/ubuntu focal/universe amd64 Packages [11.3 MB] Get:11 http://mirrors.aliyun.com/ubuntu focal/multiverse amd64 Packages [177 kB] Get:12 http://mirrors.aliyun.com/ubuntu focal-security/main Sources [372 kB] Get:13 http://mirrors.aliyun.com/ubuntu focal-security/universe Sources [241 kB] Get:14 http://mirrors.aliyun.com/ubuntu focal-security/restricted Sources [64.7 kB] Get:15 http://mirrors.aliyun.com/ubuntu focal-security/multiverse Sources [15.8 kB] Get:16 http://mirrors.aliyun.com/ubuntu focal-security/main amd64 Packages [3,145 kB] Get:17 http://mirrors.aliyun.com/ubuntu focal-security/restricted amd64 Packages [2,942 kB] Get:18 http://mirrors.aliyun.com/ubuntu focal-security/multiverse amd64 Packages [29.3 kB] Get:19 http://mirrors.aliyun.com/ubuntu focal-security/universe amd64 Packages [1,117 kB] Get:20 http://mirrors.aliyun.com/ubuntu focal-updates/main Sources [722 kB] Get:21 http://mirrors.aliyun.com/ubuntu focal-updates/multiverse Sources [28.0 kB] Get:22 http://mirrors.aliyun.com/ubuntu focal-updates/restricted Sources [64.9 kB] Get:23 http://mirrors.aliyun.com/ubuntu focal-updates/universe Sources [438 kB] Get:24 http://mirrors.aliyun.com/ubuntu focal-updates/multiverse amd64 Packages [32.0 kB] Get:25 http://mirrors.aliyun.com/ubuntu focal-updates/universe amd64 Packages [1,421 kB] Get:26 http://mirrors.aliyun.com/ubuntu focal-updates/main amd64 Packages [3,633 kB] Get:27 http://mirrors.aliyun.com/ubuntu focal-updates/restricted amd64 Packages [3,092 kB] Fetched 44.3 MB in 3s (14.8 MB/s)33m Reading package lists... Done Building dependency tree Reading state information... Done 163 packages can be upgraded. Run 'apt list --upgradable' to see them. Reading package lists... Done Building dependency tree Reading state information... Done The following additional packages will be installed: i965-va-driver intel-media-va-driver libaacs0 libaom0 libass9 libasyncns0 libavc1394-0 libavcodec58 libavdevice58 libavfilter7 libavformat58 libavresample4 libavutil56 libbdplus0 libbluray2 libbs2b0 libcaca0 libcdio-cdda2 libcdio-paranoia2 libcdio18 libchromaprint1 libcodec2-0.9 libdc1394-22 libflac8 libflite1 libgme0 libgsm1 libiec61883-0 libigdgmm11 libjack-jackd2-0 liblilv-0-0 libmp3lame0 libmpg123-0 libmysofa1 libnorm1 libopenal-data libopenal1 libopenmpt0 libopus0 libpgm-5.2-0 libpostproc55 libpulse0 libraw1394-11 librubberband2 libsamplerate0 libsdl2-2.0-0 libserd-0-0 libshine3 libsnappy1v5 libsndfile1 libsndio7.0 libsodium23 libsord-0-0 libsoxr0 libspeex1 libsratom-0-0 libssh-gcrypt-4 libswresample3 libswscale5 libtheora0 libtwolame0 libusb-1.0-0 libva-drm2 libva-x11-2 libva2 libvdpau1 libvidstab1.1 libvorbisenc2 libvpx6 libwavpack1 libx264-155 libx265-179 libxvidcore4 libzmq5 libzvbi-common libzvbi0 mesa-va-drivers mesa-vdpau-drivers ocl-icd-libopencl1 va-driver-all vdpau-driver-all Suggested packages: ffmpeg-doc i965-va-driver-shaders libbluray-bdj jackd2 libportaudio2 opus-tools pulseaudio libraw1394-doc serdi sndiod sordi speex opencl-icd libvdpau-va-gl1 nvidia-vdpau-driver nvidia-legacy-340xx-vdpau-driver nvidia-legacy-304xx-vdpau-driver The following NEW packages will be installed: ffmpeg i965-va-driver intel-media-va-driver libaacs0 libaom0 libass9 libasyncns0 libavc1394-0 libavcodec58 libavdevice58 libavfilter7 libavformat58 libavresample4 libavutil56 libbdplus0 libbluray2 libbs2b0 libcaca0 libcdio-cdda2 libcdio-paranoia2 libcdio18 libchromaprint1 libcodec2-0.9 libdc1394-22 libflac8 libflite1 libgme0 libgsm1 libiec61883-0 libigdgmm11 libjack-jackd2-0 liblilv-0-0 libmp3lame0 libmpg123-0 libmysofa1 libnorm1 libopenal-data libopenal1 libopenmpt0 libopus0 libpgm-5.2-0 libpostproc55 libpulse0 libraw1394-11 librubberband2 libsamplerate0 libsdl2-2.0-0 libserd-0-0 libshine3 libsnappy1v5 libsndfile1 libsndio7.0 libsodium23 libsord-0-0 libsoxr0 libspeex1 libsratom-0-0 libssh-gcrypt-4 libswresample3 libswscale5 libtheora0 libtwolame0 libusb-1.0-0 libva-drm2 libva-x11-2 libva2 libvdpau1 libvidstab1.1 libvorbisenc2 libvpx6 libwavpack1 libx264-155 libx265-179 libxvidcore4 libzmq5 libzvbi-common libzvbi0 mesa-va-drivers mesa-vdpau-drivers ocl-icd-libopencl1 va-driver-all vdpau-driver-all 0 upgraded, 82 newly installed, 0 to remove and 163 not upgraded. Need to get 49.5 MB of archives. After this operation, 219 MB of additional disk space will be used. Get:1 http://mirrors.aliyun.com/ubuntu focal/main amd64 libsodium23 amd64 1.0.18-1 [150 kB] Get:2 http://mirrors.aliyun.com/ubuntu focal/main amd64 libusb-1.0-0 amd64 2:1.0.23-2build1 [46.5 kB] Get:3 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libaom0 amd64 1.0.0.errata1-3build1 [1,160 kB] Get:4 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libva2 amd64 2.7.0-2 [53.5 kB] Get:5 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libva-drm2 amd64 2.7.0-2 [7,044 B] Get:6 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libva-x11-2 amd64 2.7.0-2 [11.9 kB] Get:7 http://mirrors.aliyun.com/ubuntu focal/main amd64 libvdpau1 amd64 1.3-1ubuntu2 [25.6 kB] Get:8 http://mirrors.aliyun.com/ubuntu focal/main amd64 ocl-icd-libopencl1 amd64 2.2.11-1ubuntu1 [30.3 kB] Get:9 http://mirrors.aliyun.com/ubuntu focal-security/universe amd64 libavutil56 amd64 7:4.2.7-0ubuntu0.1 [241 kB] Get:10 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libcodec2-0.9 amd64 0.9.2-2 [7,886 kB] Get:11 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libgsm1 amd64 1.0.18-2 [24.4 kB] Get:12 http://mirrors.aliyun.com/ubuntu focal/main amd64 libmp3lame0 amd64 3.100-3 [133 kB] Get:13 http://mirrors.aliyun.com/ubuntu focal/main amd64 libopus0 amd64 1.3.1-0ubuntu1 [191 kB] Get:14 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libshine3 amd64 3.1.1-2 [23.2 kB] Get:15 http://mirrors.aliyun.com/ubuntu focal/main amd64 libsnappy1v5 amd64 1.1.8-1build1 [16.7 kB] Get:16 http://mirrors.aliyun.com/ubuntu focal-security/main amd64 libspeex1 amd64 1.2~rc1.2-1.1ubuntu1.20.04.1 [53.2 kB] Get:17 http://mirrors.aliyun.com/ubuntu focal/main amd64 libsoxr0 amd64 0.1.3-2build1 [78.0 kB] Get:18 http://mirrors.aliyun.com/ubuntu focal-security/universe amd64 libswresample3 amd64 7:4.2.7-0ubuntu0.1 [57.1 kB] Get:19 http://mirrors.aliyun.com/ubuntu focal/main amd64 libtheora0 amd64 1.1.1+dfsg.1-15ubuntu2 [162 kB] Get:20 http://mirrors.aliyun.com/ubuntu focal/main amd64 libtwolame0 amd64 0.4.0-2 [47.6 kB] Get:21 http://mirrors.aliyun.com/ubuntu focal/main amd64 libvorbisenc2 amd64 1.3.6-2ubuntu1 [70.7 kB] Get:22 http://mirrors.aliyun.com/ubuntu focal-security/main amd64 libvpx6 amd64 1.8.2-1ubuntu0.2 [820 kB] Get:23 http://mirrors.aliyun.com/ubuntu focal-security/main amd64 libwavpack1 amd64 5.2.0-1ubuntu0.1 [77.3 kB] Get:24 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libx264-155 amd64 2:0.155.2917+git0a84d98-2 [521 kB] Get:25 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libx265-179 amd64 3.2.1-1build1 [1,060 kB] Get:26 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libxvidcore4 amd64 2:1.3.7-1 [201 kB] Get:27 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libzvbi-common all 0.2.35-17 [32.5 kB] Get:28 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libzvbi0 amd64 0.2.35-17 [237 kB] Get:29 http://mirrors.aliyun.com/ubuntu focal-security/universe amd64 libavcodec58 amd64 7:4.2.7-0ubuntu0.1 [4,878 kB] Get:30 http://mirrors.aliyun.com/ubuntu focal/main amd64 libraw1394-11 amd64 2.1.2-1 [30.7 kB] Get:31 http://mirrors.aliyun.com/ubuntu focal/main amd64 libavc1394-0 amd64 0.5.4-5 [16.2 kB] Get:32 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libass9 amd64 1:0.14.0-2 [88.0 kB] Get:33 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libbluray2 amd64 1:1.2.0-1 [138 kB] Get:34 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libchromaprint1 amd64 1.4.3-3build1 [37.6 kB] Get:35 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libgme0 amd64 0.6.2-1build1 [123 kB] Get:36 http://mirrors.aliyun.com/ubuntu focal/main amd64 libmpg123-0 amd64 1.25.13-1 [124 kB] Get:37 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libopenmpt0 amd64 0.4.11-1build1 [599 kB] Get:38 http://mirrors.aliyun.com/ubuntu focal-security/main amd64 libssh-gcrypt-4 amd64 0.9.3-2ubuntu2.3 [202 kB] Get:39 http://mirrors.aliyun.com/ubuntu focal-security/universe amd64 libavformat58 amd64 7:4.2.7-0ubuntu0.1 [985 kB] Get:40 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libbs2b0 amd64 3.1.0+dfsg-2.2build1 [10.2 kB] Get:41 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libflite1 amd64 2.1-release-3 [12.8 MB] Get:42 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libserd-0-0 amd64 0.30.2-1 [46.6 kB] Get:43 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libsord-0-0 amd64 0.16.4-1 [19.5 kB] Get:44 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libsratom-0-0 amd64 0.6.4-1 [16.9 kB] Get:45 http://mirrors.aliyun.com/ubuntu focal-updates/universe amd64 liblilv-0-0 amd64 0.24.6-1ubuntu0.1 [40.6 kB] Get:46 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libmysofa1 amd64 1.0~dfsg0-1 [39.2 kB] Get:47 http://mirrors.aliyun.com/ubuntu focal-security/universe amd64 libpostproc55 amd64 7:4.2.7-0ubuntu0.1 [55.0 kB] Get:48 http://mirrors.aliyun.com/ubuntu focal/main amd64 libsamplerate0 amd64 0.1.9-2 [939 kB] Get:49 http://mirrors.aliyun.com/ubuntu focal/universe amd64 librubberband2 amd64 1.8.2-1build1 [89.4 kB] Get:50 http://mirrors.aliyun.com/ubuntu focal-security/universe amd64 libswscale5 amd64 7:4.2.7-0ubuntu0.1 [157 kB] Get:51 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libvidstab1.1 amd64 1.1.0-2 [35.0 kB] Get:52 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libnorm1 amd64 1.5.8+dfsg2-2build1 [290 kB] Get:53 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libpgm-5.2-0 amd64 5.2.122~dfsg-3ubuntu1 [158 kB] Get:54 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libzmq5 amd64 4.3.2-2ubuntu1 [242 kB] Get:55 http://mirrors.aliyun.com/ubuntu focal-security/universe amd64 libavfilter7 amd64 7:4.2.7-0ubuntu0.1 [1,085 kB] Get:56 http://mirrors.aliyun.com/ubuntu focal-security/main amd64 libcaca0 amd64 0.99.beta19-2.1ubuntu1.20.04.2 [203 kB] Get:57 http://mirrors.aliyun.com/ubuntu focal/main amd64 libcdio18 amd64 2.0.0-2 [58.6 kB] Get:58 http://mirrors.aliyun.com/ubuntu focal/main amd64 libcdio-cdda2 amd64 10.2+2.0.0-1 [17.6 kB] Get:59 http://mirrors.aliyun.com/ubuntu focal/main amd64 libcdio-paranoia2 amd64 10.2+2.0.0-1 [16.2 kB] Get:60 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libdc1394-22 amd64 2.2.5-2.1 [79.6 kB] Get:61 http://mirrors.aliyun.com/ubuntu focal/main amd64 libiec61883-0 amd64 1.2.0-3 [24.3 kB] Get:62 http://mirrors.aliyun.com/ubuntu focal/main amd64 libjack-jackd2-0 amd64 1.9.12~dfsg-2ubuntu2 [267 kB] Get:63 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libopenal-data all 1:1.19.1-1 [162 kB] Get:64 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libsndio7.0 amd64 1.5.0-3 [24.5 kB] Get:65 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libopenal1 amd64 1:1.19.1-1 [492 kB] Get:66 http://mirrors.aliyun.com/ubuntu focal/main amd64 libasyncns0 amd64 0.8-6 [12.1 kB] Get:67 http://mirrors.aliyun.com/ubuntu focal-security/main amd64 libflac8 amd64 1.3.3-1ubuntu0.2 [103 kB] Get:68 http://mirrors.aliyun.com/ubuntu focal-security/main amd64 libsndfile1 amd64 1.0.28-7ubuntu0.1 [170 kB] Get:69 http://mirrors.aliyun.com/ubuntu focal-updates/main amd64 libpulse0 amd64 1:13.99.1-1ubuntu3.13 [262 kB] Get:70 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libsdl2-2.0-0 amd64 2.0.10+dfsg1-3 [407 kB] Get:71 http://mirrors.aliyun.com/ubuntu focal-security/universe amd64 libavdevice58 amd64 7:4.2.7-0ubuntu0.1 [74.3 kB] Get:72 http://mirrors.aliyun.com/ubuntu focal-security/universe amd64 libavresample4 amd64 7:4.2.7-0ubuntu0.1 [54.2 kB] Get:73 http://mirrors.aliyun.com/ubuntu focal-security/universe amd64 ffmpeg amd64 7:4.2.7-0ubuntu0.1 [1,453 kB] Get:74 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libigdgmm11 amd64 20.1.1+ds1-1 [111 kB] Get:75 http://mirrors.aliyun.com/ubuntu focal/universe amd64 intel-media-va-driver amd64 20.1.1+dfsg1-1 [1,764 kB] Get:76 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libaacs0 amd64 0.9.0-2 [50.1 kB] Get:77 http://mirrors.aliyun.com/ubuntu focal/universe amd64 libbdplus0 amd64 0.1.2-3 [47.3 kB] Get:78 http://mirrors.aliyun.com/ubuntu focal-security/universe amd64 mesa-va-drivers amd64 21.2.6-0ubuntu0.1~20.04.2 [2,970 kB] Get:79 http://mirrors.aliyun.com/ubuntu focal-security/main amd64 mesa-vdpau-drivers amd64 21.2.6-0ubuntu0.1~20.04.2 [3,089 kB] Get:80 http://mirrors.aliyun.com/ubuntu focal/universe amd64 i965-va-driver amd64 2.4.0-0ubuntu1 [924 kB] Get:81 http://mirrors.aliyun.com/ubuntu focal/universe amd64 va-driver-all amd64 2.7.0-2 [4,020 B] Get:82 http://mirrors.aliyun.com/ubuntu focal/main amd64 vdpau-driver-all amd64 1.3-1ubuntu2 [4,596 B] Fetched 49.5 MB in 2s (29.1 MB/s) debconf: delaying package configuration, since apt-utils is not installed 78Selecting previously unselected package libsodium23:amd64. (Reading database ... 82457 files and directories currently installed.) Preparing to unpack .../00-libsodium23_1.0.18-1_amd64.deb ... 7Progress: [ 0%] [..........................................................] 8Unpacking libsodium23:amd64 (1.0.18-1) ... Selecting previously unselected package libusb-1.0-0:amd64. Preparing to unpack .../01-libusb-1.0-0_2%3a1.0.23-2build1_amd64.deb ... Unpacking libusb-1.0-0:amd64 (2:1.0.23-2build1) ... 7Progress: [ 1%] [..........................................................] 8Selecting previously unselected package libaom0:amd64. Preparing to unpack .../02-libaom0_1.0.0.errata1-3build1_amd64.deb ... Unpacking libaom0:amd64 (1.0.0.errata1-3build1) ... Selecting previously unselected package libva2:amd64. Preparing to unpack .../03-libva2_2.7.0-2_amd64.deb ... 7Progress: [ 2%] [#.........................................................] 8Unpacking libva2:amd64 (2.7.0-2) ... Selecting previously unselected package libva-drm2:amd64. Preparing to unpack .../04-libva-drm2_2.7.0-2_amd64.deb ... Unpacking libva-drm2:amd64 (2.7.0-2) ... 7Progress: [ 3%] [#.........................................................] 8Selecting previously unselected package libva-x11-2:amd64. Preparing to unpack .../05-libva-x11-2_2.7.0-2_amd64.deb ... Unpacking libva-x11-2:amd64 (2.7.0-2) ... Selecting previously unselected package libvdpau1:amd64. Preparing to unpack .../06-libvdpau1_1.3-1ubuntu2_amd64.deb ... Unpacking libvdpau1:amd64 (1.3-1ubuntu2) ... 7Progress: [ 4%] [##........................................................] 8Selecting previously unselected package ocl-icd-libopencl1:amd64. Preparing to unpack .../07-ocl-icd-libopencl1_2.2.11-1ubuntu1_amd64.deb ... Unpacking ocl-icd-libopencl1:amd64 (2.2.11-1ubuntu1) ... Selecting previously unselected package libavutil56:amd64. Preparing to unpack .../08-libavutil56_7%3a4.2.7-0ubuntu0.1_amd64.deb ... 7Progress: [ 5%] [##........................................................] 8Unpacking libavutil56:amd64 (7:4.2.7-0ubuntu0.1) ... Selecting previously unselected package libcodec2-0.9:amd64. Preparing to unpack .../09-libcodec2-0.9_0.9.2-2_amd64.deb ... Unpacking libcodec2-0.9:amd64 (0.9.2-2) ... 7Progress: [ 6%] [###.......................................................] 8Selecting previously unselected package libgsm1:amd64. Preparing to unpack .../10-libgsm1_1.0.18-2_amd64.deb ... Unpacking libgsm1:amd64 (1.0.18-2) ... Selecting previously unselected package libmp3lame0:amd64. Preparing to unpack .../11-libmp3lame0_3.100-3_amd64.deb ... Unpacking libmp3lame0:amd64 (3.100-3) ... 7Progress: [ 7%] [####......................................................] 8Selecting previously unselected package libopus0:amd64. Preparing to unpack .../12-libopus0_1.3.1-0ubuntu1_amd64.deb ... Unpacking libopus0:amd64 (1.3.1-0ubuntu1) ... Selecting previously unselected package libshine3:amd64. Preparing to unpack .../13-libshine3_3.1.1-2_amd64.deb ... 7Progress: [ 8%] [####......................................................] 8Unpacking libshine3:amd64 (3.1.1-2) ... Selecting previously unselected package libsnappy1v5:amd64. Preparing to unpack .../14-libsnappy1v5_1.1.8-1build1_amd64.deb ... Unpacking libsnappy1v5:amd64 (1.1.8-1build1) ... 7Progress: [ 9%] [#####.....................................................] 8Selecting previously unselected package libspeex1:amd64. Preparing to unpack .../15-libspeex1_1.2~rc1.2-1.1ubuntu1.20.04.1_amd64.deb ... Unpacking libspeex1:amd64 (1.2~rc1.2-1.1ubuntu1.20.04.1) ... Selecting previously unselected package libsoxr0:amd64. Preparing to unpack .../16-libsoxr0_0.1.3-2build1_amd64.deb ... 7Progress: [ 10%] [#####.....................................................] 8Unpacking libsoxr0:amd64 (0.1.3-2build1) ... Selecting previously unselected package libswresample3:amd64. Preparing to unpack .../17-libswresample3_7%3a4.2.7-0ubuntu0.1_amd64.deb ... Unpacking libswresample3:amd64 (7:4.2.7-0ubuntu0.1) ... Selecting previously unselected package libtheora0:amd64. Preparing to unpack .../18-libtheora0_1.1.1+dfsg.1-15ubuntu2_amd64.deb ... 7Progress: [ 11%] [######....................................................] 8Unpacking libtheora0:amd64 (1.1.1+dfsg.1-15ubuntu2) ... Selecting previously unselected package libtwolame0:amd64. Preparing to unpack .../19-libtwolame0_0.4.0-2_amd64.deb ... Unpacking libtwolame0:amd64 (0.4.0-2) ... 7Progress: [ 12%] [#######...................................................] 8Selecting previously unselected package libvorbisenc2:amd64. Preparing to unpack .../20-libvorbisenc2_1.3.6-2ubuntu1_amd64.deb ... Unpacking libvorbisenc2:amd64 (1.3.6-2ubuntu1) ... Selecting previously unselected package libvpx6:amd64. Preparing to unpack .../21-libvpx6_1.8.2-1ubuntu0.2_amd64.deb ... 7Progress: [ 13%] [#######...................................................] 8Unpacking libvpx6:amd64 (1.8.2-1ubuntu0.2) ... Selecting previously unselected package libwavpack1:amd64. Preparing to unpack .../22-libwavpack1_5.2.0-1ubuntu0.1_amd64.deb ... Unpacking libwavpack1:amd64 (5.2.0-1ubuntu0.1) ... Selecting previously unselected package libx264-155:amd64. Preparing to unpack .../23-libx264-155_2%3a0.155.2917+git0a84d98-2_amd64.deb ... 7Progress: [ 14%] [########..................................................] 8Unpacking libx264-155:amd64 (2:0.155.2917+git0a84d98-2) ... Selecting previously unselected package libx265-179:amd64. Preparing to unpack .../24-libx265-179_3.2.1-1build1_amd64.deb ... Unpacking libx265-179:amd64 (3.2.1-1build1) ... 7Progress: [ 15%] [########..................................................] 8Selecting previously unselected package libxvidcore4:amd64. Preparing to unpack .../25-libxvidcore4_2%3a1.3.7-1_amd64.deb ... Unpacking libxvidcore4:amd64 (2:1.3.7-1) ... Selecting previously unselected package libzvbi-common. Preparing to unpack .../26-libzvbi-common_0.2.35-17_all.deb ... 7Progress: [ 16%] [#########.................................................] 8Unpacking libzvbi-common (0.2.35-17) ... Selecting previously unselected package libzvbi0:amd64. Preparing to unpack .../27-libzvbi0_0.2.35-17_amd64.deb ... Unpacking libzvbi0:amd64 (0.2.35-17) ... 7Progress: [ 17%] [#########.................................................] 8Selecting previously unselected package libavcodec58:amd64. Preparing to unpack .../28-libavcodec58_7%3a4.2.7-0ubuntu0.1_amd64.deb ... Unpacking libavcodec58:amd64 (7:4.2.7-0ubuntu0.1) ... Selecting previously unselected package libraw1394-11:amd64. Preparing to unpack .../29-libraw1394-11_2.1.2-1_amd64.deb ... 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Unpacking i965-va-driver:amd64 (2.4.0-0ubuntu1) ... Selecting previously unselected package va-driver-all:amd64. Preparing to unpack .../80-va-driver-all_2.7.0-2_amd64.deb ... Unpacking va-driver-all:amd64 (2.7.0-2) ... 7Progress: [ 49%] [############################..............................] 8Selecting previously unselected package vdpau-driver-all:amd64. Preparing to unpack .../81-vdpau-driver-all_1.3-1ubuntu2_amd64.deb ... Unpacking vdpau-driver-all:amd64 (1.3-1ubuntu2) ... Setting up libgme0:amd64 (0.6.2-1build1) ... 7Progress: [ 50%] [#############################.............................] 8Setting up libssh-gcrypt-4:amd64 (0.9.3-2ubuntu2.3) ... 7Progress: [ 51%] [#############################.............................] 8Setting up libraw1394-11:amd64 (2.1.2-1) ... Setting up libsodium23:amd64 (1.0.18-1) ... 7Progress: [ 52%] [##############################............................] 8Setting up libmpg123-0:amd64 (1.25.13-1) ... 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Setting up libsamplerate0:amd64 (0.1.9-2) ... 7Progress: [ 76%] [############################################..............] 8Setting up libva-x11-2:amd64 (2.7.0-2) ... 7Progress: [ 77%] [############################################..............] 8Setting up libopenmpt0:amd64 (0.4.11-1build1) ... Setting up libzvbi-common (0.2.35-17) ... 7Progress: [ 78%] [#############################################.............] 8Setting up libmp3lame0:amd64 (3.100-3) ... 7Progress: [ 79%] [#############################################.............] 8Setting up i965-va-driver:amd64 (2.4.0-0ubuntu1) ... Setting up libvorbisenc2:amd64 (1.3.6-2ubuntu1) ... 7Progress: [ 80%] [##############################################............] 8Setting up libpgm-5.2-0:amd64 (5.2.122~dfsg-3ubuntu1) ... 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Setting up libavutil56:amd64 (7:4.2.7-0ubuntu0.1) ... 7Progress: [ 87%] [##################################################........] 8Setting up va-driver-all:amd64 (2.7.0-2) ... 7Progress: [ 88%] [###################################################.......] 8Setting up libpostproc55:amd64 (7:4.2.7-0ubuntu0.1) ... Setting up librubberband2:amd64 (1.8.2-1build1) ... 7Progress: [ 89%] [###################################################.......] 8Setting up libjack-jackd2-0:amd64 (1.9.12~dfsg-2ubuntu2) ... Setting up vdpau-driver-all:amd64 (1.3-1ubuntu2) ... 7Progress: [ 90%] [####################################################......] 8Setting up libsord-0-0:amd64 (0.16.4-1) ... 7Progress: [ 91%] [####################################################......] 8Setting up libsratom-0-0:amd64 (0.6.4-1) ... Setting up libswscale5:amd64 (7:4.2.7-0ubuntu0.1) ... 7Progress: [ 92%] [#####################################################.....] 8Setting up libsndfile1:amd64 (1.0.28-7ubuntu0.1) ... 7Progress: [ 93%] [#####################################################.....] 8Setting up liblilv-0-0:amd64 (0.24.6-1ubuntu0.1) ... Setting up libpulse0:amd64 (1:13.99.1-1ubuntu3.13) ... 7Progress: [ 94%] [######################################################....] 8Setting up libswresample3:amd64 (7:4.2.7-0ubuntu0.1) ... Setting up libavresample4:amd64 (7:4.2.7-0ubuntu0.1) ... 7Progress: [ 95%] [#######################################################...] 8Setting up libavcodec58:amd64 (7:4.2.7-0ubuntu0.1) ... 7Progress: [ 96%] [#######################################################...] 8Setting up libsdl2-2.0-0:amd64 (2.0.10+dfsg1-3) ... Setting up libchromaprint1:amd64 (1.4.3-3build1) ... 7Progress: [ 97%] [########################################################..] 8Setting up libavformat58:amd64 (7:4.2.7-0ubuntu0.1) ... Setting up libavfilter7:amd64 (7:4.2.7-0ubuntu0.1) ... 7Progress: [ 98%] [########################################################..] 8Setting up libavdevice58:amd64 (7:4.2.7-0ubuntu0.1) ... 7Progress: [ 99%] [#########################################################.] 8Setting up ffmpeg (7:4.2.7-0ubuntu0.1) ... Processing triggers for libc-bin (2.31-0ubuntu9.9) ...下载运行脚本。
单击此处查看运行结果
--2023-10-22 10:39:13-- http://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/projects/liveportrait/codes/run.py Resolving pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com (pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com)... 39.98.1.111 Connecting to pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com (pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com)|39.98.1.111|:80... connected. HTTP request sent, awaiting response... 200 OK Length: 11345 (11K) [application/octet-stream] Saving to: ‘run.py’ run.py 100%[===================>] 11.08K --.-KB/s in 0s 2023-10-22 10:39:13 (259 MB/s) - ‘run.py’ saved [11345/11345] --2023-10-22 10:39:13-- http://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/projects/liveportrait/codes/utils.py Resolving pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com (pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com)... 39.98.1.111 Connecting to pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com (pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com)|39.98.1.111|:80... connected. HTTP request sent, awaiting response... 200 OK Length: 2346 (2.3K) [application/octet-stream] Saving to: ‘utils.py’ utils.py 100%[===================>] 2.29K --.-KB/s in 0s 2023-10-22 10:39:13 (226 MB/s) - ‘utils.py’ saved [2346/2346]
准备预训练模型。
下载wav2lip依赖模型并保存到指定目录。
单击此处查看运行结果
--2023-10-22 10:39:17-- http://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/projects/liveportrait/pretrained_models/wav2lip/wav2lip.pth Resolving pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com (pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com)... 39.98.1.111 Connecting to pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com (pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com)|39.98.1.111|:80... connected. HTTP request sent, awaiting response... 200 OK Length: 435807851 (416M) [application/octet-stream] Saving to: ‘/mnt/workspace/demos/live_portrait/Wav2Lip/checkpoints/wav2lip.pth’ /mnt/workspace/demo 100%[===================>] 415.62M 12.3MB/s in 34s 2023-10-22 10:39:52 (12.1 MB/s) - ‘/mnt/workspace/demos/live_portrait/Wav2Lip/checkpoints/wav2lip.pth’ saved [435807851/435807851] --2023-10-22 10:39:53-- http://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/projects/liveportrait/pretrained_models/wav2lip/s3fd-619a316812.pth Resolving pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com (pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com)... 39.98.1.111 Connecting to pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com (pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com)|39.98.1.111|:80... connected. HTTP request sent, awaiting response... 200 OK Length: 89843225 (86M) [application/octet-stream] Saving to: ‘/root/.cache/torch/hub/checkpoints/s3fd-619a316812.pth’ /root/.cache/torch/ 100%[===================>] 85.68M 16.1MB/s in 5.1s 2023-10-22 10:39:58 (16.7 MB/s) - ‘/root/.cache/torch/hub/checkpoints/s3fd-619a316812.pth’ saved [89843225/89843225]下载Thin-Plate-Spline-Motion-Model依赖模型并保存到指定目录。
单击此处查看运行结果
--2023-10-22 10:41:15-- http://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/projects/liveportrait/pretrained_models/Thin-Plate-Spline-Motion-Model/vox.pth.tar Resolving pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com (pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com)... 39.98.1.111 Connecting to pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com (pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com)|39.98.1.111|:80... connected. HTTP request sent, awaiting response... 200 OK Length: 350993469 (335M) [application/x-tar] Saving to: ‘/mnt/workspace/demos/live_portrait/Thin-Plate-Spline-Motion-Model/checkpoints/vox.pth.tar’ /mnt/workspace/demo 100%[===================>] 334.73M 12.0MB/s in 29s 2023-10-22 10:41:44 (11.6 MB/s) - ‘/mnt/workspace/demos/live_portrait/Thin-Plate-Spline-Motion-Model/checkpoints/vox.pth.tar’ saved [350993469/350993469]下载codeformer依赖模型并保存到指定目录。
单击此处查看运行结果
--2023-10-22 10:41:52-- http://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/projects/liveportrait/pretrained_models/codeformer/CodeFormer/codeformer.pth Resolving pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com (pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com)... 39.98.1.111 Connecting to pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com (pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com)|39.98.1.111|:80... connected. HTTP request sent, awaiting response... 200 OK Length: 376637898 (359M) [application/octet-stream] Saving to: ‘/mnt/workspace/demos/live_portrait/CodeFormer/weights/CodeFormer/codeformer.pth’ /mnt/workspace/demo 100%[===================>] 359.19M 14.4MB/s in 27s 2023-10-22 10:42:19 (13.4 MB/s) - ‘/mnt/workspace/demos/live_portrait/CodeFormer/weights/CodeFormer/codeformer.pth’ saved [376637898/376637898] --2023-10-22 10:42:20-- http://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/projects/liveportrait/pretrained_models/codeformer/facelib/detection_Resnet50_Final.pth Resolving pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com (pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com)... 39.98.1.111 Connecting to pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com (pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com)|39.98.1.111|:80... connected. HTTP request sent, awaiting response... 200 OK Length: 109497761 (104M) [application/octet-stream] Saving to: ‘/mnt/workspace/demos/live_portrait/CodeFormer/weights/facelib/detection_Resnet50_Final.pth’ /mnt/workspace/demo 100%[===================>] 104.42M 15.5MB/s in 7.5s 2023-10-22 10:42:28 (14.0 MB/s) - ‘/mnt/workspace/demos/live_portrait/CodeFormer/weights/facelib/detection_Resnet50_Final.pth’ saved [109497761/109497761] --2023-10-22 10:42:28-- http://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/projects/liveportrait/pretrained_models/codeformer/facelib/parsing_parsenet.pth Resolving pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com (pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com)... 39.98.1.111 Connecting to pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com (pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com)|39.98.1.111|:80... connected. HTTP request sent, awaiting response... 200 OK Length: 85331193 (81M) [application/octet-stream] Saving to: ‘/mnt/workspace/demos/live_portrait/CodeFormer/weights/facelib/parsing_parsenet.pth’ /mnt/workspace/demo 100%[===================>] 81.38M 19.6MB/s in 4.1s 2023-10-22 10:42:32 (20.0 MB/s) - ‘/mnt/workspace/demos/live_portrait/CodeFormer/weights/facelib/parsing_parsenet.pth’ saved [85331193/85331193] --2023-10-22 10:42:33-- http://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/projects/liveportrait/pretrained_models/codeformer/realesrgan/RealESRGAN_x2plus.pth Resolving pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com (pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com)... 39.98.1.111 Connecting to pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com (pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com)|39.98.1.111|:80... connected. HTTP request sent, awaiting response... 200 OK Length: 67061725 (64M) [application/octet-stream] Saving to: ‘/mnt/workspace/demos/live_portrait/CodeFormer/weights/realesrgan/RealESRGAN_x2plus.pth’ /mnt/workspace/demo 100%[===================>] 63.95M 14.7MB/s in 4.2s 2023-10-22 10:42:38 (15.3 MB/s) - ‘/mnt/workspace/demos/live_portrait/CodeFormer/weights/realesrgan/RealESRGAN_x2plus.pth’ saved [67061725/67061725]
运行。
下载测试图片和驱动视频。
单击此处查看运行结果
--2023-10-22 10:43:02-- http://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/projects/liveportrait/imgs/anime_portrait.png Resolving pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com (pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com)... 39.98.1.111 Connecting to pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com (pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com)|39.98.1.111|:80... connected. HTTP request sent, awaiting response... 200 OK Length: 547414 (535K) [image/png] Saving to: ‘anime_portrait.png’ anime_portrait.png 100%[===================>] 534.58K 2.61MB/s in 0.2s 2023-10-22 10:43:02 (2.61 MB/s) - ‘anime_portrait.png’ saved [547414/547414] --2023-10-22 10:43:02-- http://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/projects/liveportrait/videos/drive_video.mp4 Resolving pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com (pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com)... 39.98.1.111 Connecting to pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com (pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com)|39.98.1.111|:80... connected. HTTP request sent, awaiting response... 200 OK Length: 398465 (389K) [video/mp4] Saving to: ‘drive_video.mp4’ drive_video.mp4 100%[===================>] 389.13K --.-KB/s in 0.1s 2023-10-22 10:43:03 (2.73 MB/s) - ‘drive_video.mp4’ saved [398465/398465]查看测试图片和驱动视频。
单击此处查看运行结果
生成视频。
单击此处查看运行结果
work directory: /mnt/workspace/demos/live_portrait wav2lip directory: /mnt/workspace/demos/live_portrait/Wav2Lip codeformer directory: /mnt/workspace/demos/live_portrait/CodeFormer motion model directory: /mnt/workspace/demos/live_portrait/Thin-Plate-Spline-Motion-Model 2023-10-22 10:43:17,962 - modelscope - INFO - PyTorch version 1.10.0+cu113 Found. 2023-10-22 10:43:17,964 - modelscope - INFO - Loading ast index from /root/.cache/modelscope/ast_indexer 2023-10-22 10:43:17,964 - modelscope - INFO - No valid ast index found from /root/.cache/modelscope/ast_indexer, generating ast index from prebuilt! 2023-10-22 10:43:18,022 - modelscope - INFO - Loading done! Current index file version is 1.9.3, with md5 b57d22d430929866ebd286bc749d620e and a total number of 943 components indexed 2023-10-22 10:43:19,692 - modelscope - INFO - Model revision not specified, use revision: v1.0.3 Downloading: 100%|█████████████████████████████| 487/487 [00:00<00:00, 39.1kB/s] Downloading: 100%|██████████████████████████| 18.7M/18.7M [00:00<00:00, 179MB/s] Downloading: 100%|██████████████████████████| 47.0M/47.0M [00:00<00:00, 224MB/s] Downloading: 100%|██████████████████████████| 18.7M/18.7M [00:00<00:00, 190MB/s] Downloading: 100%|██████████████████████████| 3.22k/3.22k [00:00<00:00, 276kB/s] Downloading: 100%|█████████████████████████| 5.84k/5.84k [00:00<00:00, 1.27MB/s] Downloading: 100%|██████████████████████████| 3.25k/3.25k [00:00<00:00, 726kB/s] Downloading: 100%|██████████████████████████████| 562/562 [00:00<00:00, 119kB/s] Downloading: 100%|███████████████████████████| 10.0/10.0 [00:00<00:00, 2.09kB/s] Downloading: 100%|█████████████████████████| 51.3k/51.3k [00:00<00:00, 10.4MB/s] Downloading: 100%|█████████████████████████| 22.0k/22.0k [00:00<00:00, 4.40MB/s] Downloading: 100%|██████████████████████████| 2.20k/2.20k [00:00<00:00, 483kB/s] Downloading: 100%|█████████████████████████| 9.29k/9.29k [00:00<00:00, 1.90MB/s] Downloading: 100%|██████████████████████████| 18.7M/18.7M [00:00<00:00, 224MB/s] Downloading: 100%|██████████████████████████| 47.0M/47.0M [00:00<00:00, 228MB/s] Downloading: 100%|██████████████████████████| 10.2k/10.2k [00:00<00:00, 868kB/s] Downloading: 100%|███████████████████████████| 236M/236M [00:08<00:00, 29.6MB/s] Downloading: 100%|█████████████████████████| 67.1k/67.1k [00:00<00:00, 5.55MB/s] Downloading: 100%|███████████████████████████| 27.0/27.0 [00:00<00:00, 5.69kB/s] Downloading: 100%|██████████████████████████████| 653/653 [00:00<00:00, 138kB/s] Downloading: 100%|███████████████████████████| 37.0/37.0 [00:00<00:00, 7.66kB/s] Downloading: 100%|███████████████████████████| 46.0/46.0 [00:00<00:00, 9.52kB/s] Downloading: 100%|███████████████████████████| 13.0/13.0 [00:00<00:00, 2.74kB/s] Downloading: 100%|█████████████████████████| 63.6k/63.6k [00:00<00:00, 10.6MB/s] Downloading: 100%|███████████████████████████| 39.0/39.0 [00:00<00:00, 8.57kB/s] Downloading: 100%|██████████████████████████| 61.0M/61.0M [00:00<00:00, 191MB/s] Downloading: 100%|███████████████████████████| 52.0/52.0 [00:00<00:00, 4.35kB/s] 2023-10-22 10:43:45,985 - modelscope - INFO - initiate model from /root/.cache/modelscope/hub/damo/speech_sambert-hifigan_tts_zhiyan_emo_zh-cn_16k 2023-10-22 10:43:45,985 - modelscope - INFO - initiate model from location /root/.cache/modelscope/hub/damo/speech_sambert-hifigan_tts_zhiyan_emo_zh-cn_16k. 2023-10-22 10:43:45,986 - modelscope - INFO - initialize model from /root/.cache/modelscope/hub/damo/speech_sambert-hifigan_tts_zhiyan_emo_zh-cn_16k 2023-10-22 10:43:46,295 - modelscope - INFO - am_config=/root/.cache/modelscope/hub/damo/speech_sambert-hifigan_tts_zhiyan_emo_zh-cn_16k/voices/zhiyan_emo/am/config.yaml voc_config=/root/.cache/modelscope/hub/damo/speech_sambert-hifigan_tts_zhiyan_emo_zh-cn_16k/voices/zhiyan_emo/voc/config.yaml 2023-10-22 10:43:46,295 - modelscope - INFO - audio_config=/root/.cache/modelscope/hub/damo/speech_sambert-hifigan_tts_zhiyan_emo_zh-cn_16k/voices/zhiyan_emo/audio_config.yaml 2023-10-22 10:43:46,295 - modelscope - INFO - am_ckpts=OrderedDict([(0, '/root/.cache/modelscope/hub/damo/speech_sambert-hifigan_tts_zhiyan_emo_zh-cn_16k/voices/zhiyan_emo/am/ckpt/checkpoint_0.pth')]) 2023-10-22 10:43:46,295 - modelscope - INFO - voc_ckpts=OrderedDict([(0, '/root/.cache/modelscope/hub/damo/speech_sambert-hifigan_tts_zhiyan_emo_zh-cn_16k/voices/zhiyan_emo/voc/ckpt/checkpoint_0.pth'), (1, '/root/.cache/modelscope/hub/damo/speech_sambert-hifigan_tts_zhiyan_emo_zh-cn_16k/voices/zhiyan_emo/voc/ckpt/checkpoint_1.pth')]) 2023-10-22 10:43:46,295 - modelscope - INFO - se_path=/root/.cache/modelscope/hub/damo/speech_sambert-hifigan_tts_zhiyan_emo_zh-cn_16k/voices/zhiyan_emo/am/se.npy se_model_path=/root/.cache/modelscope/hub/damo/speech_sambert-hifigan_tts_zhiyan_emo_zh-cn_16k/voices/zhiyan_emo/se/ckpt/se.onnx 2023-10-22 10:43:46,295 - modelscope - INFO - mvn_path=/root/.cache/modelscope/hub/damo/speech_sambert-hifigan_tts_zhiyan_emo_zh-cn_16k/voices/zhiyan_emo/am/mvn.npy Load pinyin_en_mix_dict failed Load pinyin_en_mix_dict failed Load pinyin_en_mix_dict failed Load pinyin_en_mix_dict failed Load pinyin_en_mix_dict failed Load pinyin_en_mix_dict failed Load pinyin_en_mix_dict failed Load pinyin_en_mix_dict failed Load pinyin_en_mix_dict failed Load pinyin_en_mix_dict failed Load pinyin_en_mix_dict failed Load pinyin_en_mix_dict failed Load pinyin_en_mix_dict failed Load pinyin_en_mix_dict failed Load pinyin_en_mix_dict failed Load pinyin_en_mix_dict failed text.cc: festival_Text_init 2023-10-22 10:43:50,789 - modelscope - WARNING - No preprocessor field found in cfg. 2023-10-22 10:43:50,789 - modelscope - WARNING - No val key and type key found in preprocessor domain of configuration.json file. 2023-10-22 10:43:50,789 - modelscope - WARNING - Cannot find available config to build preprocessor at mode inference, current config: {'model_dir': '/root/.cache/modelscope/hub/damo/speech_sambert-hifigan_tts_zhiyan_emo_zh-cn_16k'}. trying to build by task and model information. 2023-10-22 10:43:50,789 - modelscope - WARNING - No preprocessor key ('sambert-hifigan', 'text-to-speech') found in PREPROCESSOR_MAP, skip building preprocessor. Removing weight norm... >>> detect face... detect face coords: [158.96696 132.33644 369.07 385.48517], height: 840, width: 512 face_ratio_h: 0.3011904761904762, face_ratio_w: 0.412109375 expand face coords: (0, 553, 56, 471), crop_face_width: 415, crop_face_height: 553 >>> detect face cost time: 44.67694306373596 >>> crop驱动视频中的人脸... >>> FPS: 60.0 >>> FPS: 60.0 Frames number: 563 100%|███████████████████████████████████████| 563/563 [00:00<00:00, 1100.81it/s] detect face coords: [159.47787 149.36247 345.19382 393.89926], height: 768, width: 512 face_ratio_h: 0.3177083333333333, face_ratio_w: 0.36328125 expand face coords: (0, 546, 57, 447), crop_face_width: 390, crop_face_height: 546 100%|████████████████████████████████████| 563/563 [00:00<00:00, 1933982.93it/s] >>> detect face and crop drive video cost time: 3.9715733528137207 >>> wav2lip... Using cuda for inference. Reading video frames... Number of frames available for inference: 563 (80, 381) Length of mel chunks: 276 0%| | 0/3 [00:00<?, ?it/s] 0%| | 0/18 [00:00<?, ?it/s] 6%|██▍ | 1/18 [00:00<00:14, 1.14it/s] 11%|████▉ | 2/18 [00:01<00:08, 1.80it/s] 17%|███████▎ | 3/18 [00:01<00:06, 2.21it/s] 22%|█████████▊ | 4/18 [00:01<00:05, 2.49it/s] 28%|████████████▏ | 5/18 [00:02<00:04, 2.68it/s] 33%|██████████████▋ | 6/18 [00:02<00:04, 2.80it/s] 39%|█████████████████ | 7/18 [00:02<00:03, 2.88it/s] 44%|███████████████████▌ | 8/18 [00:03<00:03, 2.94it/s] 50%|██████████████████████ | 9/18 [00:03<00:03, 2.99it/s] 56%|███████████████████████▉ | 10/18 [00:03<00:02, 3.01it/s] 61%|██████████████████████████▎ | 11/18 [00:04<00:02, 3.03it/s] 67%|████████████████████████████▋ | 12/18 [00:04<00:01, 3.04it/s] 72%|███████████████████████████████ | 13/18 [00:04<00:01, 3.05it/s] 78%|█████████████████████████████████▍ | 14/18 [00:05<00:01, 3.06it/s] 83%|███████████████████████████████████▊ | 15/18 [00:05<00:00, 3.04it/s] 89%|██████████████████████████████████████▏ | 16/18 [00:05<00:00, 3.05it/s] 94%|████████████████████████████████████████▌ | 17/18 [00:06<00:00, 3.06it/s] 100%|███████████████████████████████████████████| 18/18 [00:06<00:00, 2.84it/s] Load checkpoint from: checkpoints/wav2lip.pth Model loaded 100%|█████████████████████████████████████████████| 3/3 [00:13<00:00, 4.51s/it] ffmpeg version 4.2.7-0ubuntu0.1 Copyright (c) 2000-2022 the FFmpeg developers built with gcc 9 (Ubuntu 9.4.0-1ubuntu1~20.04.1) configuration: --prefix=/usr --extra-version=0ubuntu0.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-avresample --disable-filter=resample --enable-avisynth --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librsvg --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwavpack --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-nvenc --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared libavutil 56. 31.100 / 56. 31.100 libavcodec 58. 54.100 / 58. 54.100 libavformat 58. 29.100 / 58. 29.100 libavdevice 58. 8.100 / 58. 8.100 libavfilter 7. 57.100 / 7. 57.100 libavresample 4. 0. 0 / 4. 0. 0 libswscale 5. 5.100 / 5. 5.100 libswresample 3. 5.100 / 3. 5.100 libpostproc 55. 5.100 / 55. 5.100 Guessed Channel Layout for Input Stream #0.0 : mono Input #0, wav, from '/mnt/workspace/demos/live_portrait/outputs/output.wav': Duration: 00:00:04.75, bitrate: 256 kb/s Stream #0:0: Audio: pcm_s16le ([1][0][0][0] / 0x0001), 16000 Hz, mono, s16, 256 kb/s Input #1, avi, from 'temp/result.avi': Metadata: encoder : Lavf58.76.100 Duration: 00:00:04.60, start: 0.000000, bitrate: 833 kb/s Stream #1:0: Video: mpeg4 (Simple Profile) (FMP4 / 0x34504D46), yuv420p, 390x430 [SAR 1:1 DAR 39:43], 814 kb/s, 60 fps, 60 tbr, 60 tbn, 60 tbc Stream mapping: Stream #1:0 -> #0:0 (mpeg4 (native) -> h264 (libx264)) Stream #0:0 -> #0:1 (pcm_s16le (native) -> aac (native)) Press [q] to stop, [?] for help [libx264 @ 0x5651017b1d00] -qscale is ignored, -crf is recommended. [libx264 @ 0x5651017b1d00] using SAR=1/1 [libx264 @ 0x5651017b1d00] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2 AVX512 [libx264 @ 0x5651017b1d00] profile High, level 3.0 [libx264 @ 0x5651017b1d00] 264 - core 155 r2917 0a84d98 - H.264/MPEG-4 AVC codec - Copyleft 2003-2018 - http://www.videolan.org/x264.html - options: cabac=1 ref=3 deblock=1:0:0 analyse=0x3:0x113 me=hex subme=7 psy=1 psy_rd=1.00:0.00 mixed_ref=1 me_range=16 chroma_me=1 trellis=1 8x8dct=1 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=-2 threads=12 lookahead_threads=2 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=3 b_pyramid=2 b_adapt=1 b_bias=0 direct=1 weightb=1 open_gop=0 weightp=2 keyint=250 keyint_min=25 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=23.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00 Output #0, mp4, to '/mnt/workspace/demos/live_portrait/outputs/wav2lip_video.mp4': Metadata: encoder : Lavf58.29.100 Stream #0:0: Video: h264 (libx264) (avc1 / 0x31637661), yuv420p(progressive), 390x430 [SAR 1:1 DAR 39:43], q=-1--1, 60 fps, 15360 tbn, 60 tbc Metadata: encoder : Lavc58.54.100 libx264 Side data: cpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: -1 Stream #0:1: Audio: aac (LC) (mp4a / 0x6134706D), 16000 Hz, mono, fltp, 69 kb/s Metadata: encoder : Lavc58.54.100 aac frame= 276 fps=0.0 q=-1.0 Lsize= 210kB time=00:00:04.80 bitrate= 359.0kbits/s speed= 8.8x video:165kB audio:41kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 2.574654% [libx264 @ 0x5651017b1d00] frame I:2 Avg QP:21.12 size: 7528 [libx264 @ 0x5651017b1d00] frame P:155 Avg QP:23.90 size: 879 [libx264 @ 0x5651017b1d00] frame B:119 Avg QP:24.25 size: 139 [libx264 @ 0x5651017b1d00] consecutive B-frames: 30.1% 34.1% 9.8% 26.1% [libx264 @ 0x5651017b1d00] mb I I16..4: 21.3% 76.4% 2.3% [libx264 @ 0x5651017b1d00] mb P I16..4: 0.7% 3.1% 0.0% P16..4: 21.8% 4.5% 2.2% 0.0% 0.0% skip:67.7% [libx264 @ 0x5651017b1d00] mb B I16..4: 0.2% 0.1% 0.0% B16..8: 17.7% 0.1% 0.0% direct: 0.2% skip:81.7% L0:41.8% L1:57.3% BI: 0.9% [libx264 @ 0x5651017b1d00] 8x8 transform intra:78.6% inter:85.5% [libx264 @ 0x5651017b1d00] coded y,uvDC,uvAC intra: 44.1% 61.9% 10.0% inter: 3.4% 4.9% 0.0% [libx264 @ 0x5651017b1d00] i16 v,h,dc,p: 43% 23% 20% 14% [libx264 @ 0x5651017b1d00] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 29% 19% 36% 2% 2% 3% 2% 4% 2% [libx264 @ 0x5651017b1d00] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 34% 23% 11% 7% 7% 5% 5% 6% 3% [libx264 @ 0x5651017b1d00] i8c dc,h,v,p: 46% 21% 27% 6% [libx264 @ 0x5651017b1d00] Weighted P-Frames: Y:0.0% UV:0.0% [libx264 @ 0x5651017b1d00] ref P L0: 72.1% 12.3% 11.3% 4.2% [libx264 @ 0x5651017b1d00] ref B L0: 89.4% 8.8% 1.8% [libx264 @ 0x5651017b1d00] ref B L1: 98.8% 1.2% [libx264 @ 0x5651017b1d00] kb/s:291.80 [aac @ 0x5651017b2740] Qavg: 154.495 >>> wav2lip cost time: 17.376502752304077 >>> motion drive... /home/pai/lib/python3.9/site-packages/torch/functional.py:445: UserWarning: torch.meshgrid: in an upcoming release, it will be required to pass the indexing argument. (Triggered internally at ../aten/src/ATen/native/TensorShape.cpp:2157.) return _VF.meshgrid(tensors, **kwargs) # type: ignore[attr-defined] 0%| | 0/276 [00:00<?, ?it/s]/home/pai/lib/python3.9/site-packages/torch/nn/functional.py:3679: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. warnings.warn( 100%|█████████████████████████████████████████| 276/276 [00:08<00:00, 32.95it/s] >>> motion model cost time: 21.662858963012695 >>> FPS: 60.0 Frames number: 276 100%|███████████████████████████████████████| 276/276 [00:00<00:00, 5053.71it/s] >>> extract frames from video cost time: 0.060411930084228516 >>> paste face... 100%|█████████████████████████████████████████| 276/276 [00:26<00:00, 10.58it/s] >>> paste and resize cost time: 26.100183963775635 >>> codeformer... Face detection model: retinaface_resnet50 Background upsampling: True, Face upsampling: True [1/276] Processing: 000000.jpg detect 1 faces [2/276] Processing: 000001.jpg detect 1 faces [3/276] Processing: 000002.jpg detect 1 faces [4/276] Processing: 000003.jpg detect 1 faces [5/276] Processing: 000004.jpg detect 1 faces [6/276] Processing: 000005.jpg detect 1 faces [7/276] Processing: 000006.jpg detect 1 faces [8/276] Processing: 000007.jpg detect 1 faces [9/276] Processing: 000008.jpg detect 1 faces [10/276] Processing: 000009.jpg detect 1 faces [11/276] Processing: 000010.jpg detect 1 faces [12/276] Processing: 000011.jpg detect 1 faces [13/276] Processing: 000012.jpg detect 1 faces [14/276] Processing: 000013.jpg detect 1 faces [15/276] Processing: 000014.jpg detect 1 faces [16/276] Processing: 000015.jpg detect 1 faces [17/276] Processing: 000016.jpg detect 1 faces [18/276] Processing: 000017.jpg detect 1 faces [19/276] Processing: 000018.jpg detect 1 faces [20/276] Processing: 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detect 1 faces [251/276] Processing: 000250.jpg detect 1 faces [252/276] Processing: 000251.jpg detect 1 faces [253/276] Processing: 000252.jpg detect 1 faces [254/276] Processing: 000253.jpg detect 1 faces [255/276] Processing: 000254.jpg detect 1 faces [256/276] Processing: 000255.jpg detect 1 faces [257/276] Processing: 000256.jpg detect 1 faces [258/276] Processing: 000257.jpg detect 1 faces [259/276] Processing: 000258.jpg detect 1 faces [260/276] Processing: 000259.jpg detect 1 faces [261/276] Processing: 000260.jpg detect 1 faces [262/276] Processing: 000261.jpg detect 1 faces [263/276] Processing: 000262.jpg detect 1 faces [264/276] Processing: 000263.jpg detect 1 faces [265/276] Processing: 000264.jpg detect 1 faces [266/276] Processing: 000265.jpg detect 1 faces [267/276] Processing: 000266.jpg detect 1 faces [268/276] Processing: 000267.jpg detect 1 faces [269/276] Processing: 000268.jpg detect 1 faces [270/276] Processing: 000269.jpg detect 1 faces [271/276] Processing: 000270.jpg detect 1 faces [272/276] Processing: 000271.jpg detect 1 faces [273/276] Processing: 000272.jpg detect 1 faces [274/276] Processing: 000273.jpg detect 1 faces [275/276] Processing: 000274.jpg detect 1 faces [276/276] Processing: 000275.jpg detect 1 faces All results are saved in /mnt/workspace/demos/live_portrait/outputs/codeformer_output >>> codeformer cost time: 421.3653802871704 >>> fps: 60.0 >>> images list: ['/mnt/workspace/demos/live_portrait/outputs/codeformer_output/final_results/000000.png', '/mnt/workspace/demos/live_portrait/outputs/codeformer_output/final_results/000001.png', '/mnt/workspace/demos/live_portrait/outputs/codeformer_output/final_results/000002.png', '/mnt/workspace/demos/live_portrait/outputs/codeformer_output/final_results/000003.png', '/mnt/workspace/demos/live_portrait/outputs/codeformer_output/final_results/000004.png', '/mnt/workspace/demos/live_portrait/outputs/codeformer_output/final_results/000005.png', 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'/mnt/workspace/demos/live_portrait/outputs/codeformer_output/final_results/000270.png', '/mnt/workspace/demos/live_portrait/outputs/codeformer_output/final_results/000271.png', '/mnt/workspace/demos/live_portrait/outputs/codeformer_output/final_results/000272.png', '/mnt/workspace/demos/live_portrait/outputs/codeformer_output/final_results/000273.png', '/mnt/workspace/demos/live_portrait/outputs/codeformer_output/final_results/000274.png', '/mnt/workspace/demos/live_portrait/outputs/codeformer_output/final_results/000275.png'] 100%|█████████████████████████████████████████| 276/276 [00:12<00:00, 22.61it/s] ffmpeg version 4.2.7-0ubuntu0.1 Copyright (c) 2000-2022 the FFmpeg developers built with gcc 9 (Ubuntu 9.4.0-1ubuntu1~20.04.1) configuration: --prefix=/usr --extra-version=0ubuntu0.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-avresample --disable-filter=resample --enable-avisynth --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librsvg --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwavpack --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-nvenc --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared libavutil 56. 31.100 / 56. 31.100 libavcodec 58. 54.100 / 58. 54.100 libavformat 58. 29.100 / 58. 29.100 libavdevice 58. 8.100 / 58. 8.100 libavfilter 7. 57.100 / 7. 57.100 libavresample 4. 0. 0 / 4. 0. 0 libswscale 5. 5.100 / 5. 5.100 libswresample 3. 5.100 / 3. 5.100 libpostproc 55. 5.100 / 55. 5.100 Input #0, mov,mp4,m4a,3gp,3g2,mj2, from '/mnt/workspace/demos/live_portrait/outputs/codeformer_output/codeformer.mp4': Metadata: major_brand : isom minor_version : 512 compatible_brands: isomiso2mp41 encoder : Lavf58.76.100 Duration: 00:00:04.60, start: 0.000000, bitrate: 4056 kb/s Stream #0:0(und): Video: mpeg4 (Simple Profile) (mp4v / 0x7634706D), yuv420p, 512x840 [SAR 1:1 DAR 64:105], 4053 kb/s, 60 fps, 60 tbr, 15360 tbn, 60 tbc (default) Metadata: handler_name : VideoHandler Guessed Channel Layout for Input Stream #1.0 : mono Input #1, wav, from '/mnt/workspace/demos/live_portrait/outputs/output.wav': Duration: 00:00:04.75, bitrate: 256 kb/s Stream #1:0: Audio: pcm_s16le ([1][0][0][0] / 0x0001), 16000 Hz, mono, s16, 256 kb/s Stream mapping: Stream #0:0 -> #0:0 (mpeg4 (native) -> h264 (libx264)) Stream #1:0 -> #0:1 (pcm_s16le (native) -> aac (native)) Press [q] to stop, [?] for help [libx264 @ 0x560e033df180] using SAR=1/1 [libx264 @ 0x560e033df180] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2 AVX512 [libx264 @ 0x560e033df180] profile High, level 3.1 [libx264 @ 0x560e033df180] 264 - core 155 r2917 0a84d98 - H.264/MPEG-4 AVC codec - Copyleft 2003-2018 - http://www.videolan.org/x264.html - options: cabac=1 ref=3 deblock=1:0:0 analyse=0x3:0x113 me=hex subme=7 psy=1 psy_rd=1.00:0.00 mixed_ref=1 me_range=16 chroma_me=1 trellis=1 8x8dct=1 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=-2 threads=12 lookahead_threads=2 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=3 b_pyramid=2 b_adapt=1 b_bias=0 direct=1 weightb=1 open_gop=0 weightp=2 keyint=250 keyint_min=25 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=23.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00 Output #0, mp4, to '/mnt/workspace/demos/live_portrait/outputs/final_result.mp4': Metadata: major_brand : isom minor_version : 512 compatible_brands: isomiso2mp41 encoder : Lavf58.29.100 Stream #0:0(und): Video: h264 (libx264) (avc1 / 0x31637661), yuv420p(progressive), 512x840 [SAR 1:1 DAR 64:105], q=-1--1, 60 fps, 15360 tbn, 60 tbc (default) Metadata: handler_name : VideoHandler encoder : Lavc58.54.100 libx264 Side data: cpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: -1 Stream #0:1: Audio: aac (LC) (mp4a / 0x6134706D), 16000 Hz, mono, fltp, 69 kb/s Metadata: encoder : Lavc58.54.100 aac frame= 276 fps=275 q=-1.0 Lsize= 357kB time=00:00:04.80 bitrate= 609.4kbits/s speed=4.78x video:311kB audio:41kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 1.593300% [libx264 @ 0x560e033df180] frame I:2 Avg QP:21.53 size: 39170 [libx264 @ 0x560e033df180] frame P:105 Avg QP:23.38 size: 1903 [libx264 @ 0x560e033df180] frame B:169 Avg QP:29.30 size: 234 [libx264 @ 0x560e033df180] consecutive B-frames: 13.4% 13.0% 5.4% 68.1% [libx264 @ 0x560e033df180] mb I I16..4: 13.1% 67.8% 19.0% [libx264 @ 0x560e033df180] mb P I16..4: 0.3% 1.4% 0.0% P16..4: 12.7% 3.3% 2.4% 0.0% 0.0% skip:79.9% [libx264 @ 0x560e033df180] mb B I16..4: 0.1% 0.1% 0.0% B16..8: 11.8% 0.2% 0.0% direct: 0.0% skip:87.7% L0:41.8% L1:57.5% BI: 0.7% [libx264 @ 0x560e033df180] 8x8 transform intra:73.3% inter:72.1% [libx264 @ 0x560e033df180] coded y,uvDC,uvAC intra: 46.3% 50.8% 10.9% inter: 2.0% 2.0% 0.1% [libx264 @ 0x560e033df180] i16 v,h,dc,p: 34% 19% 40% 8% [libx264 @ 0x560e033df180] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 25% 13% 45% 3% 2% 3% 2% 4% 3% [libx264 @ 0x560e033df180] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 27% 13% 18% 9% 7% 9% 4% 10% 5% [libx264 @ 0x560e033df180] i8c dc,h,v,p: 48% 19% 30% 3% [libx264 @ 0x560e033df180] Weighted P-Frames: Y:0.0% UV:0.0% [libx264 @ 0x560e033df180] ref P L0: 70.3% 10.0% 14.0% 5.7% [libx264 @ 0x560e033df180] ref B L0: 84.0% 12.7% 3.3% [libx264 @ 0x560e033df180] ref B L1: 95.4% 4.6% [libx264 @ 0x560e033df180] kb/s:552.51 [aac @ 0x560e033e1c00] Qavg: 154.495 >>> total cost time: 549.3675284385681 >>> detect face cost time: 44.67694306373596 >>> detect face and crop drive video cost time: 3.9715733528137207 >>> wav2lip cost time: 17.376502752304077 >>> motion model cost time: 21.662858963012695 >>> extract frames from video cost time: 0.060411930084228516 >>> paste and resize cost time: 26.100183963775635 >>> codeformer cost time: 421.3653802871704 Finished !
完成
5
完成上述操作后，您已成功生成动漫风格的数字人物。后续，您还可以准备自己的图片、驱动视频和文字说明，生成符合您个人风格的动漫数字人物。
清理及后续
5
清理
领取免费资源包后，请在免费额度和有效试用期内使用。如果免费额度用尽或试用期结束后，继续使用计算资源，会产生后付费账单。
请前往资源实例管理页面，查看免费额度使用量和过期时间，如下图所示。
如果无需继续使用DSW实例，您可以按照以下操作步骤停止DSW实例。
登录PAI控制台。
在页面左上方，选择DSW实例的地域。
在左侧导航栏单击工作空间列表，在工作空间列表页面中单击默认工作空间名称，进入对应工作空间内。
在工作空间页面的左侧导航栏选择模型开发与训练>交互式建模（DSW），进入交互式建模（DSW）页面。
单击目标实例操作列下的停止，成功停止后即停止资源消耗。
如果需要继续使用DSW实例，请务必至少在试用到期1小时前为您的阿里云账号充值，到期未续费的DSW实例会因欠费而被自动停止。
后续
在试用有效期期间，您还可以继续使用DSW实例进行模型训练和推理验证。
总结
常用知识点
问题1：本教程使用了DSW的哪个功能完成了模型的训练及推理？（单选题）
Notebook
Terminal
WebIDE
正确答案是Notebook。