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VoiceChangerDemo.ipynb
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@ -6,7 +6,7 @@
"name": "VoiceChangerDemo", "name": "VoiceChangerDemo",
"provenance": [], "provenance": [],
"collapsed_sections": [], "collapsed_sections": [],
"authorship_tag": "ABX9TyN61W+ggltXSTbKbQl0Nhqq", "authorship_tag": "ABX9TyMnmljx6Vcud0r/IwjCrzBW",
"include_colab_link": true "include_colab_link": true
}, },
"kernelspec": { "kernelspec": {
@ -75,7 +75,7 @@
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "vV1t7PBRm-o6", "id": "vV1t7PBRm-o6",
"outputId": "5530154a-ec7d-456c-cb18-46622c2d44fe" "outputId": "033cdd79-1aa3-436c-a99d-a01ca35d8757"
}, },
"execution_count": 1, "execution_count": 1,
"outputs": [ "outputs": [
@ -83,7 +83,7 @@
"output_type": "stream", "output_type": "stream",
"name": "stdout", "name": "stdout",
"text": [ "text": [
"Sun Sep 18 20:59:42 2022 \n", "Sun Sep 18 21:11:39 2022 \n",
"+-----------------------------------------------------------------------------+\n", "+-----------------------------------------------------------------------------+\n",
"| NVIDIA-SMI 460.32.03 Driver Version: 460.32.03 CUDA Version: 11.2 |\n", "| NVIDIA-SMI 460.32.03 Driver Version: 460.32.03 CUDA Version: 11.2 |\n",
"|-------------------------------+----------------------+----------------------+\n", "|-------------------------------+----------------------+----------------------+\n",
@ -92,7 +92,7 @@
"| | | MIG M. |\n", "| | | MIG M. |\n",
"|===============================+======================+======================|\n", "|===============================+======================+======================|\n",
"| 0 Tesla T4 Off | 00000000:00:04.0 Off | 0 |\n", "| 0 Tesla T4 Off | 00000000:00:04.0 Off | 0 |\n",
"| N/A 59C P8 12W / 70W | 0MiB / 15109MiB | 0% Default |\n", "| N/A 42C P8 9W / 70W | 0MiB / 15109MiB | 0% Default |\n",
"| | | N/A |\n", "| | | N/A |\n",
"+-------------------------------+----------------------+----------------------+\n", "+-------------------------------+----------------------+----------------------+\n",
" \n", " \n",
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"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
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"outputs": [ "outputs": [
{ {
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"cell_type": "code", "cell_type": "code",
"source": [ "source": [
"# (3) リポジトリのクローン\n", "# (3) リポジトリのクローン\n",
"!git clone https://github.com/w-okada/voice-changer.git\n", "!git clone --depth 1 https://github.com/w-okada/voice-changer.git\n",
"%cd voice-changer/demo/\n" "%cd voice-changer/demo/\n"
], ],
"metadata": { "metadata": {
@ -180,7 +180,7 @@
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "86wTFmqsNMnD", "id": "86wTFmqsNMnD",
"outputId": "6931d814-4238-416a-d001-8d45b3db5cec" "outputId": "22a1773c-6642-4412-e292-f753c5000bc2"
}, },
"execution_count": 4, "execution_count": 4,
"outputs": [ "outputs": [
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"name": "stdout", "name": "stdout",
"text": [ "text": [
"Cloning into 'voice-changer'...\n", "Cloning into 'voice-changer'...\n",
"remote: Enumerating objects: 581, done.\u001b[K\n", "remote: Enumerating objects: 591, done.\u001b[K\n",
"remote: Counting objects: 100% (165/165), done.\u001b[K\n", "remote: Counting objects: 100% (175/175), done.\u001b[K\n",
"remote: Compressing objects: 100% (131/131), done.\u001b[K\n", "remote: Compressing objects: 100% (138/138), done.\u001b[K\n",
"remote: Total 581 (delta 63), reused 66 (delta 32), pack-reused 416\u001b[K\n", "remote: Total 591 (delta 70), reused 71 (delta 35), pack-reused 416\u001b[K\n",
"Receiving objects: 100% (581/581), 23.57 MiB | 28.90 MiB/s, done.\n", "Receiving objects: 100% (591/591), 23.57 MiB | 9.38 MiB/s, done.\n",
"Resolving deltas: 100% (290/290), done.\n", "Resolving deltas: 100% (297/297), done.\n",
"/content/voice-changer/demo\n" "/content/voice-changer/demo\n"
] ]
} }
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"metadata": { "metadata": {
"id": "Bn4kV8TgXp8i" "id": "Bn4kV8TgXp8i"
}, },
"execution_count": 6, "execution_count": 5,
"outputs": [] "outputs": []
}, },
{ {
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"execution_count": 7, "execution_count": 6,
"outputs": [ "outputs": [
{ {
"output_type": "stream", "output_type": "stream",
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"execution_count": 8, "execution_count": 7,
"outputs": [ "outputs": [
{ {
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"Get:4 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libespeak1 amd64 1.48.04+dfsg-5 [145 kB]\n", "Get:4 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libespeak1 amd64 1.48.04+dfsg-5 [145 kB]\n",
"Get:5 http://archive.ubuntu.com/ubuntu bionic/universe amd64 espeak amd64 1.48.04+dfsg-5 [61.6 kB]\n", "Get:5 http://archive.ubuntu.com/ubuntu bionic/universe amd64 espeak amd64 1.48.04+dfsg-5 [61.6 kB]\n",
"Fetched 1,219 kB in 1s (2,360 kB/s)\n", "Fetched 1,219 kB in 2s (696 kB/s)\n",
"Selecting previously unselected package libportaudio2:amd64.\n", "Selecting previously unselected package libportaudio2:amd64.\n",
"(Reading database ... 155569 files and directories currently installed.)\n", "(Reading database ... 155569 files and directories currently installed.)\n",
"Preparing to unpack .../libportaudio2_19.6.0-1_amd64.deb ...\n", "Preparing to unpack .../libportaudio2_19.6.0-1_amd64.deb ...\n",
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"Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests->csvw>=1.5.6->segments->phonemizer) (3.0.4)\n", "Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests->csvw>=1.5.6->segments->phonemizer) (3.0.4)\n",
"Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests->csvw>=1.5.6->segments->phonemizer) (1.24.3)\n",
"Installing collected packages: isodate, rfc3986, rdflib, language-tags, colorama, csvw, colorlog, clldutils, segments, dlinfo, phonemizer\n", "Installing collected packages: isodate, rfc3986, rdflib, language-tags, colorama, csvw, colorlog, clldutils, segments, dlinfo, phonemizer\n",
"Successfully installed clldutils-3.12.0 colorama-0.4.5 colorlog-6.7.0 csvw-3.1.1 dlinfo-1.2.1 isodate-0.6.1 language-tags-1.1.0 phonemizer-3.2.1 rdflib-6.2.0 rfc3986-1.5.0 segments-2.2.1\n", "Successfully installed clldutils-3.12.0 colorama-0.4.5 colorlog-6.7.0 csvw-3.1.1 dlinfo-1.2.1 isodate-0.6.1 language-tags-1.1.0 phonemizer-3.2.1 rdflib-6.2.0 rfc3986-1.5.0 segments-2.2.1\n",
"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n", "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
@ -457,24 +428,33 @@
"Installing collected packages: retry\n", "Installing collected packages: retry\n",
"Successfully installed retry-0.9.2\n", "Successfully installed retry-0.9.2\n",
"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n", "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
"Requirement already satisfied: flask in /usr/local/lib/python3.7/dist-packages (1.1.4)\n", "Collecting fastapi\n",
"Requirement already satisfied: click<8.0,>=5.1 in /usr/local/lib/python3.7/dist-packages (from flask) (7.1.2)\n", " Downloading fastapi-0.85.0-py3-none-any.whl (55 kB)\n",
"Requirement already satisfied: Jinja2<3.0,>=2.10.1 in /usr/local/lib/python3.7/dist-packages (from flask) (2.11.3)\n", "\u001b[K |████████████████████████████████| 55 kB 3.8 MB/s \n",
"Requirement already satisfied: itsdangerous<2.0,>=0.24 in /usr/local/lib/python3.7/dist-packages (from flask) (1.1.0)\n", "\u001b[?25hCollecting starlette==0.20.4\n",
"Requirement already satisfied: Werkzeug<2.0,>=0.15 in /usr/local/lib/python3.7/dist-packages (from flask) (1.0.1)\n", " Downloading starlette-0.20.4-py3-none-any.whl (63 kB)\n",
"Requirement already satisfied: MarkupSafe>=0.23 in /usr/local/lib/python3.7/dist-packages (from Jinja2<3.0,>=2.10.1->flask) (2.0.1)\n", "\u001b[K |████████████████████████████████| 63 kB 2.5 MB/s \n",
"\u001b[?25hRequirement already satisfied: pydantic!=1.7,!=1.7.1,!=1.7.2,!=1.7.3,!=1.8,!=1.8.1,<2.0.0,>=1.6.2 in /usr/local/lib/python3.7/dist-packages (from fastapi) (1.9.2)\n",
"Requirement already satisfied: typing-extensions>=3.10.0 in /usr/local/lib/python3.7/dist-packages (from starlette==0.20.4->fastapi) (4.1.1)\n",
"Collecting anyio<5,>=3.4.0\n",
" Downloading anyio-3.6.1-py3-none-any.whl (80 kB)\n",
"\u001b[K |████████████████████████████████| 80 kB 11.3 MB/s \n",
"\u001b[?25hRequirement already satisfied: idna>=2.8 in /usr/local/lib/python3.7/dist-packages (from anyio<5,>=3.4.0->starlette==0.20.4->fastapi) (2.10)\n",
"Collecting sniffio>=1.1\n",
" Downloading sniffio-1.3.0-py3-none-any.whl (10 kB)\n",
"Installing collected packages: sniffio, anyio, starlette, fastapi\n",
"Successfully installed anyio-3.6.1 fastapi-0.85.0 sniffio-1.3.0 starlette-0.20.4\n",
"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n", "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
"Collecting flask_cors\n", "Collecting uvicorn\n",
" Downloading Flask_Cors-3.0.10-py2.py3-none-any.whl (14 kB)\n", " Downloading uvicorn-0.18.3-py3-none-any.whl (57 kB)\n",
"Requirement already satisfied: Six in /usr/local/lib/python3.7/dist-packages (from flask_cors) (1.15.0)\n", "\u001b[K |████████████████████████████████| 57 kB 5.4 MB/s \n",
"Requirement already satisfied: Flask>=0.9 in /usr/local/lib/python3.7/dist-packages (from flask_cors) (1.1.4)\n", "\u001b[?25hCollecting h11>=0.8\n",
"Requirement already satisfied: click<8.0,>=5.1 in /usr/local/lib/python3.7/dist-packages (from Flask>=0.9->flask_cors) (7.1.2)\n", " Downloading h11-0.13.0-py3-none-any.whl (58 kB)\n",
"Requirement already satisfied: Werkzeug<2.0,>=0.15 in /usr/local/lib/python3.7/dist-packages (from Flask>=0.9->flask_cors) (1.0.1)\n", "\u001b[K |████████████████████████████████| 58 kB 6.6 MB/s \n",
"Requirement already satisfied: itsdangerous<2.0,>=0.24 in /usr/local/lib/python3.7/dist-packages (from Flask>=0.9->flask_cors) (1.1.0)\n", "\u001b[?25hRequirement already satisfied: typing-extensions in /usr/local/lib/python3.7/dist-packages (from uvicorn) (4.1.1)\n",
"Requirement already satisfied: Jinja2<3.0,>=2.10.1 in /usr/local/lib/python3.7/dist-packages (from Flask>=0.9->flask_cors) (2.11.3)\n", "Requirement already satisfied: click>=7.0 in /usr/local/lib/python3.7/dist-packages (from uvicorn) (7.1.2)\n",
"Requirement already satisfied: MarkupSafe>=0.23 in /usr/local/lib/python3.7/dist-packages (from Jinja2<3.0,>=2.10.1->Flask>=0.9->flask_cors) (2.0.1)\n", "Installing collected packages: h11, uvicorn\n",
"Installing collected packages: flask-cors\n", "Successfully installed h11-0.13.0 uvicorn-0.18.3\n"
"Successfully installed flask-cors-3.0.10\n"
] ]
} }
] ]
@ -523,12 +503,12 @@
"source": [ "source": [
"# (6-1) サーバの起動\n", "# (6-1) サーバの起動\n",
"PORT=8088\n", "PORT=8088\n",
"get_ipython().system_raw(f'python3 serverFlask.py {PORT} {CONFIG} {MODEL} >foo 2>&1 &')" "get_ipython().system_raw(f'python3 serverFastAPI.py {PORT} {CONFIG} {MODEL} >foo 2>&1 &')"
], ],
"metadata": { "metadata": {
"id": "iNOAB7zISI6J" "id": "iNOAB7zISI6J"
}, },
"execution_count": null, "execution_count": 10,
"outputs": [] "outputs": []
}, },
{ {
@ -542,30 +522,38 @@
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "chu06KpAjEK6", "id": "chu06KpAjEK6",
"outputId": "58a7c911-9fff-489e-c5a7-221b89d4039a" "outputId": "ed8791b6-d2fa-42c5-bb3b-177973b8b835"
}, },
"execution_count": null, "execution_count": 19,
"outputs": [ "outputs": [
{ {
"output_type": "stream", "output_type": "stream",
"name": "stdout", "name": "stdout",
"text": [ "text": [
"[2022-09-05 18:21:16,341] INFO in serverFlask: INITIALIZE MODEL\n", "INFO:uvicorn:INITIALIZE MODEL\n",
"[2022-09-05 18:21:24,466] INFO in utils: Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n",
"[2022-09-05 18:21:34,857] INFO in serverFlask: START APP\n",
"GPU_NUM: 1\n", "GPU_NUM: 1\n",
" * Serving Flask app \"serverFlask\" (lazy loading)\n", "INFO:root:Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n",
" * Environment: production\n", "INFO:uvicorn:START APP\n",
" WARNING: This is a development server. Do not use it in a production deployment.\n", "INFO: Will watch for changes in these directories: ['/content/voice-changer/demo']\n",
" Use a production WSGI server instead.\n", "INFO:uvicorn.error:Will watch for changes in these directories: ['/content/voice-changer/demo']\n",
" * Debug mode: on\n", "INFO: Uvicorn running on http://0.0.0.0:8088 (Press CTRL+C to quit)\n",
"[2022-09-05 18:21:34,866] INFO in _internal: * Running on http://0.0.0.0:8082/ (Press CTRL+C to quit)\n", "INFO:uvicorn.error:Uvicorn running on http://0.0.0.0:8088 (Press CTRL+C to quit)\n",
"[2022-09-05 18:21:34,866] INFO in _internal: * Restarting with stat\n", "INFO: Started reloader process [646] using StatReload\n",
"[2022-09-05 18:21:36,742] INFO in serverFlask: INITIALIZE MODEL\n", "INFO:uvicorn.error:Started reloader process [646] using StatReload\n",
"[2022-09-05 18:21:38,455] INFO in utils: Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n", "INFO:uvicorn:INITIALIZE MODEL\n",
"[2022-09-05 18:21:42,302] INFO in serverFlask: START APP\n", "GPU_NUM: 1\n",
"[2022-09-05 18:21:42,309] WARNING in _internal: * Debugger is active!\n", "INFO:root:Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n",
"[2022-09-05 18:21:42,380] INFO in _internal: * Debugger PIN: 334-166-753\n" "DEBUG:asyncio:Using selector: EpollSelector\n",
"INFO: INITIALIZE MODEL\n",
"INFO:uvicorn:INITIALIZE MODEL\n",
"GPU_NUM: 1\n",
"INFO:root:Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n",
"INFO: Started server process [666]\n",
"INFO:uvicorn.error:Started server process [666]\n",
"INFO: Waiting for application startup.\n",
"INFO:uvicorn.error:Waiting for application startup.\n",
"INFO: Application startup complete.\n",
"INFO:uvicorn.error:Application startup complete.\n"
] ]
} }
] ]
@ -598,33 +586,16 @@
"base_uri": "https://localhost:8080/", "base_uri": "https://localhost:8080/",
"height": 34 "height": 34
}, },
"outputId": "3c8be286-c4e2-4556-a709-44d79a8e1ce8" "outputId": "02961b25-a5fc-4e46-bca2-c834b4f00f59"
}, },
"execution_count": null, "execution_count": 20,
"outputs": [ "outputs": [
{ {
"output_type": "display_data", "output_type": "stream",
"data": { "name": "stdout",
"text/plain": [ "text": [
"<IPython.core.display.Javascript object>" "https://efftd8s2tmd-496ff2e9c6d22116-8088-colab.googleusercontent.com/front/\n"
], ]
"application/javascript": [
"(async (port, path, text, element) => {\n",
" if (!google.colab.kernel.accessAllowed) {\n",
" return;\n",
" }\n",
" element.appendChild(document.createTextNode(''));\n",
" const url = await google.colab.kernel.proxyPort(port);\n",
" const anchor = document.createElement('a');\n",
" anchor.href = new URL(path, url).toString();\n",
" anchor.target = '_blank';\n",
" anchor.setAttribute('data-href', url + path);\n",
" anchor.textContent = text;\n",
" element.appendChild(anchor);\n",
" })(8082, \"/\", \"https://localhost:8082/\", window.element)"
]
},
"metadata": {}
} }
] ]
}, },