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w-okada 2022-10-28 22:14:52 +09:00
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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": "ABX9TyMDOY1O8+ZO4syUoyROebyQ", "authorship_tag": "ABX9TyNIv/9zk/IX9oi1cGqSj2bv",
"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": "89060978-5248-4e0d-fe05-a28d3f3edea7" "outputId": "58b497c1-58a6-4bca-d0e4-f81b65398224"
}, },
"execution_count": 1, "execution_count": 1,
"outputs": [ "outputs": [
@ -83,7 +83,7 @@
"output_type": "stream", "output_type": "stream",
"name": "stdout", "name": "stdout",
"text": [ "text": [
"Fri Oct 28 10:40:27 2022 \n", "Fri Oct 28 13:11:03 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 58C P8 11W / 70W | 0MiB / 15109MiB | 0% Default |\n", "| N/A 52C P8 10W / 70W | 0MiB / 15109MiB | 0% Default |\n",
"| | | N/A |\n", "| | | N/A |\n",
"+-------------------------------+----------------------+----------------------+\n", "+-------------------------------+----------------------+----------------------+\n",
" \n", " \n",
@ -141,7 +141,7 @@
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "2wxD-gRSMU5R", "id": "2wxD-gRSMU5R",
"outputId": "ca964df7-a165-4ee9-b076-d393383af4b0" "outputId": "dabd982a-87c7-44d1-b9e8-986691190771"
}, },
"outputs": [ "outputs": [
{ {
@ -181,7 +181,7 @@
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "86wTFmqsNMnD", "id": "86wTFmqsNMnD",
"outputId": "afa1e52b-2abf-418f-a5af-c60ba8b80390" "outputId": "a8c26bd2-7172-4d21-f32d-14bcbfa2b0aa"
}, },
"execution_count": 4, "execution_count": 4,
"outputs": [ "outputs": [
@ -194,7 +194,7 @@
"remote: Counting objects: 100% (917/917), done.\u001b[K\n", "remote: Counting objects: 100% (917/917), done.\u001b[K\n",
"remote: Compressing objects: 100% (828/828), done.\u001b[K\n", "remote: Compressing objects: 100% (828/828), done.\u001b[K\n",
"remote: Total 917 (delta 3), reused 888 (delta 0), pack-reused 0\u001b[K\n", "remote: Total 917 (delta 3), reused 888 (delta 0), pack-reused 0\u001b[K\n",
"Receiving objects: 100% (917/917), 53.02 MiB | 24.60 MiB/s, done.\n", "Receiving objects: 100% (917/917), 53.02 MiB | 35.96 MiB/s, done.\n",
"Resolving deltas: 100% (3/3), done.\n", "Resolving deltas: 100% (3/3), done.\n",
"Note: checking out '39723b3243e0265b8802e020e4d4d90a4b8b65ee'.\n", "Note: checking out '39723b3243e0265b8802e020e4d4d90a4b8b65ee'.\n",
"\n", "\n",
@ -208,12 +208,11 @@
" git checkout -b <new-branch-name>\n", " git checkout -b <new-branch-name>\n",
"\n", "\n",
"Cloning into 'voice-changer'...\n", "Cloning into 'voice-changer'...\n",
"remote: Enumerating objects: 104, done.\u001b[K\n", "remote: Enumerating objects: 81, done.\u001b[K\n",
"remote: Counting objects: 100% (104/104), done.\u001b[K\n", "remote: Counting objects: 100% (81/81), done.\u001b[K\n",
"remote: Compressing objects: 100% (90/90), done.\u001b[K\n", "remote: Compressing objects: 100% (68/68), done.\u001b[K\n",
"remote: Total 104 (delta 13), reused 72 (delta 6), pack-reused 0\u001b[K\n", "remote: Total 81 (delta 12), reused 51 (delta 5), pack-reused 0\u001b[K\n",
"Receiving objects: 100% (104/104), 19.88 MiB | 26.37 MiB/s, done.\n", "Unpacking objects: 100% (81/81), done.\n",
"Resolving deltas: 100% (13/13), done.\n",
"/content/voice-changer/demo\n" "/content/voice-changer/demo\n"
] ]
} }
@ -252,7 +251,7 @@
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "pjxPsOOaXXTj", "id": "pjxPsOOaXXTj",
"outputId": "045e93b0-611c-4e24-88d1-7539d6c5fa69" "outputId": "c8a32f33-c260-41ea-bd8f-ce401247f2a0"
}, },
"execution_count": 6, "execution_count": 6,
"outputs": [ "outputs": [
@ -329,7 +328,7 @@
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "LwZAAuqxX7yY", "id": "LwZAAuqxX7yY",
"outputId": "8d949e0f-1298-4c15-db5c-2dd68e942d52" "outputId": "de7a602d-e2b0-45b9-add1-25ce4fe33063"
}, },
"execution_count": 7, "execution_count": 7,
"outputs": [ "outputs": [
@ -356,7 +355,7 @@
"Get:3 http://archive.ubuntu.com/ubuntu bionic/universe amd64 espeak-data amd64 1.48.04+dfsg-5 [934 kB]\n", "Get:3 http://archive.ubuntu.com/ubuntu bionic/universe amd64 espeak-data amd64 1.48.04+dfsg-5 [934 kB]\n",
"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 (827 kB/s)\n", "Fetched 1,219 kB in 1s (1,624 kB/s)\n",
"Selecting previously unselected package libportaudio2:amd64.\n", "Selecting previously unselected package libportaudio2:amd64.\n",
"(Reading database ... 123942 files and directories currently installed.)\n", "(Reading database ... 123942 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",
@ -383,26 +382,26 @@
"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 unidecode\n", "Collecting unidecode\n",
" Downloading Unidecode-1.3.6-py3-none-any.whl (235 kB)\n", " Downloading Unidecode-1.3.6-py3-none-any.whl (235 kB)\n",
"\u001b[K |████████████████████████████████| 235 kB 7.3 MB/s \n", "\u001b[K |████████████████████████████████| 235 kB 22.3 MB/s \n",
"\u001b[?25hInstalling collected packages: unidecode\n", "\u001b[?25hInstalling collected packages: unidecode\n",
"Successfully installed unidecode-1.3.6\n", "Successfully installed unidecode-1.3.6\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 phonemizer\n", "Collecting phonemizer\n",
" Downloading phonemizer-3.2.1-py3-none-any.whl (90 kB)\n", " Downloading phonemizer-3.2.1-py3-none-any.whl (90 kB)\n",
"\u001b[K |████████████████████████████████| 90 kB 5.1 MB/s \n", "\u001b[K |████████████████████████████████| 90 kB 8.2 MB/s \n",
"\u001b[?25hRequirement already satisfied: attrs>=18.1 in /usr/local/lib/python3.7/dist-packages (from phonemizer) (22.1.0)\n", "\u001b[?25hCollecting segments\n",
" Downloading segments-2.2.1-py2.py3-none-any.whl (15 kB)\n",
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"Collecting dlinfo\n", "Collecting dlinfo\n",
" Downloading dlinfo-1.2.1-py3-none-any.whl (3.6 kB)\n", " Downloading dlinfo-1.2.1-py3-none-any.whl (3.6 kB)\n",
"Collecting segments\n",
" Downloading segments-2.2.1-py2.py3-none-any.whl (15 kB)\n",
"Requirement already satisfied: joblib in /usr/local/lib/python3.7/dist-packages (from phonemizer) (1.2.0)\n",
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"Collecting clldutils>=1.7.3\n", "Collecting clldutils>=1.7.3\n",
" Downloading clldutils-3.12.0-py2.py3-none-any.whl (197 kB)\n", " Downloading clldutils-3.12.0-py2.py3-none-any.whl (197 kB)\n",
"\u001b[K |████████████████████████████████| 197 kB 43.7 MB/s \n", "\u001b[K |████████████████████████████████| 197 kB 59.4 MB/s \n",
"\u001b[?25hCollecting csvw>=1.5.6\n", "\u001b[?25hCollecting csvw>=1.5.6\n",
" Downloading csvw-3.1.2-py2.py3-none-any.whl (56 kB)\n", " Downloading csvw-3.1.2-py2.py3-none-any.whl (56 kB)\n",
"\u001b[K |████████████████████████████████| 56 kB 4.5 MB/s \n", "\u001b[K |████████████████████████████████| 56 kB 5.7 MB/s \n",
"\u001b[?25hRequirement already satisfied: regex in /usr/local/lib/python3.7/dist-packages (from segments->phonemizer) (2022.6.2)\n", "\u001b[?25hRequirement already satisfied: regex in /usr/local/lib/python3.7/dist-packages (from segments->phonemizer) (2022.6.2)\n",
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"Requirement already satisfied: tabulate>=0.7.7 in /usr/local/lib/python3.7/dist-packages (from clldutils>=1.7.3->segments->phonemizer) (0.8.10)\n", "Requirement already satisfied: tabulate>=0.7.7 in /usr/local/lib/python3.7/dist-packages (from clldutils>=1.7.3->segments->phonemizer) (0.8.10)\n",
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" Downloading rfc3986-1.5.0-py2.py3-none-any.whl (31 kB)\n", " Downloading rfc3986-1.5.0-py2.py3-none-any.whl (31 kB)\n",
"Requirement already satisfied: uritemplate>=3.0.0 in /usr/local/lib/python3.7/dist-packages (from csvw>=1.5.6->segments->phonemizer) (3.0.1)\n",
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"\u001b[K |████████████████████████████████| 41 kB 635 kB/s \n", "\u001b[K |████████████████████████████████| 41 kB 738 kB/s \n",
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"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-0.4.6 colorlog-6.7.0 csvw-3.1.2 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-0.4.6 colorlog-6.7.0 csvw-3.1.2 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",
"Collecting retry\n", "Collecting retry\n",
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"Collecting starlette==0.20.4\n",
" Downloading starlette-0.20.4-py3-none-any.whl (63 kB)\n", " Downloading starlette-0.20.4-py3-none-any.whl (63 kB)\n",
"\u001b[K |████████████████████████████████| 63 kB 2.2 MB/s \n", "\u001b[K |████████████████████████████████| 63 kB 2.5 MB/s \n",
"\u001b[?25hCollecting anyio<5,>=3.4.0\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) (1.10.2)\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-3.6.2-py3-none-any.whl (80 kB)\n", " Downloading anyio-3.6.2-py3-none-any.whl (80 kB)\n",
"\u001b[K |████████████████████████████████| 80 kB 9.9 MB/s \n", "\u001b[K |████████████████████████████████| 80 kB 11.3 MB/s \n",
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"Collecting sniffio>=1.1\n", "Collecting sniffio>=1.1\n",
" Downloading sniffio-1.3.0-py3-none-any.whl (10 kB)\n", " Downloading sniffio-1.3.0-py3-none-any.whl (10 kB)\n",
"Requirement 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",
"Installing collected packages: sniffio, anyio, starlette, fastapi\n", "Installing collected packages: sniffio, anyio, starlette, fastapi\n",
"Successfully installed anyio-3.6.2 fastapi-0.85.1 sniffio-1.3.0 starlette-0.20.4\n", "Successfully installed anyio-3.6.2 fastapi-0.85.1 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 uvicorn\n", "Collecting uvicorn\n",
" Downloading uvicorn-0.19.0-py3-none-any.whl (56 kB)\n", " Downloading uvicorn-0.19.0-py3-none-any.whl (56 kB)\n",
"\u001b[K |████████████████████████████████| 56 kB 3.3 MB/s \n", "\u001b[K |████████████████████████████████| 56 kB 5.0 MB/s \n",
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"Collecting h11>=0.8\n",
" Downloading h11-0.14.0-py3-none-any.whl (58 kB)\n", " Downloading h11-0.14.0-py3-none-any.whl (58 kB)\n",
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"Requirement already satisfied: typing-extensions in /usr/local/lib/python3.7/dist-packages (from uvicorn) (4.1.1)\n",
"Installing collected packages: h11, uvicorn\n", "Installing collected packages: h11, uvicorn\n",
"Successfully installed h11-0.14.0 uvicorn-0.19.0\n" "Successfully installed h11-0.14.0 uvicorn-0.19.0\n"
] ]
@ -536,7 +535,7 @@
"metadata": { "metadata": {
"id": "iNOAB7zISI6J" "id": "iNOAB7zISI6J"
}, },
"execution_count": 12, "execution_count": 8,
"outputs": [] "outputs": []
}, },
{ {
@ -550,34 +549,31 @@
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "chu06KpAjEK6", "id": "chu06KpAjEK6",
"outputId": "cbdb9e0b-8922-4612-daa9-dc5a0fe418af" "outputId": "c868abb8-4e2d-42d2-a287-9e57a8fc47a0"
}, },
"execution_count": 17, "execution_count": 15,
"outputs": [ "outputs": [
{ {
"output_type": "stream", "output_type": "stream",
"name": "stdout", "name": "stdout",
"text": [ "text": [
"POST REQUEST PROCESSING....\n", "INFO:uvicorn:INITIALIZE MODEL\n",
"INFO: 127.0.0.1:38042 - \"POST /test HTTP/1.1\" 200 OK\n", "GPU_NUM: 1\n",
"POST REQUEST PROCESSING....\n", "INFO:root:Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n",
"INFO: 127.0.0.1:38044 - \"POST /test HTTP/1.1\" 200 OK\n", "INFO:uvicorn:START APP\n",
"POST REQUEST PROCESSING....\n", "INFO: Will watch for changes in these directories: ['/content/voice-changer/demo']\n",
"INFO: 127.0.0.1:38058 - \"POST /test HTTP/1.1\" 200 OK\n", "INFO: Uvicorn running on http://0.0.0.0:8089 (Press CTRL+C to quit)\n",
"POST REQUEST PROCESSING....\n", "INFO: Started reloader process [623] using StatReload\n",
"INFO: 127.0.0.1:38064 - \"POST /test HTTP/1.1\" 200 OK\n", "INFO:uvicorn:INITIALIZE MODEL\n",
"POST REQUEST PROCESSING....\n", "GPU_NUM: 1\n",
"INFO: 127.0.0.1:38078 - \"POST /test HTTP/1.1\" 200 OK\n", "INFO:root:Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n",
"POST REQUEST PROCESSING....\n", "DEBUG:asyncio:Using selector: EpollSelector\n",
"INFO: 127.0.0.1:38084 - \"POST /test HTTP/1.1\" 200 OK\n", "INFO: INITIALIZE MODEL\n",
"POST REQUEST PROCESSING....\n", "GPU_NUM: 1\n",
"INFO: 127.0.0.1:38086 - \"POST /test HTTP/1.1\" 200 OK\n", "INFO:root:Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n",
"POST REQUEST PROCESSING....\n", "INFO: Started server process [660]\n",
"INFO: 127.0.0.1:38098 - \"POST /test HTTP/1.1\" 200 OK\n", "INFO: Waiting for application startup.\n",
"POST REQUEST PROCESSING....\n", "INFO: Application startup complete.\n"
"INFO: 127.0.0.1:38114 - \"POST /test HTTP/1.1\" 200 OK\n",
"POST REQUEST PROCESSING....\n",
"INFO: 127.0.0.1:38118 - \"POST /test HTTP/1.1\" 200 OK\n"
] ]
} }
] ]
@ -610,42 +606,15 @@
"base_uri": "https://localhost:8080/", "base_uri": "https://localhost:8080/",
"height": 34 "height": 34
}, },
"outputId": "0d754079-4adb-41ba-e837-ee3ad11a59be" "outputId": "0af21153-44de-43a9-ac84-0f6644b3bf06"
}, },
"execution_count": 11, "execution_count": 16,
"outputs": [ "outputs": [
{ {
"output_type": "stream", "output_type": "stream",
"name": "stdout", "name": "stdout",
"text": [ "text": [
"https://rjed3x0l87-496ff2e9c6d22116-8088-colab.googleusercontent.com/front/\n" "https://y6buvnj4vvr-496ff2e9c6d22116-8089-colab.googleusercontent.com/front/\n"
]
}
]
},
{
"cell_type": "code",
"source": [
"# (7) プロキシを起動\n",
"from google.colab.output import eval_js\n",
"proxy = eval_js( \"google.colab.kernel.proxyPort(\" + str(PORT) + \")\" )\n",
"print(f\"{proxy}front/\")"
],
"metadata": {
"id": "3hwJmseXZhJY",
"outputId": "9cae2c74-26a9-4d53-f59e-d63f7f572a00",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 34
}
},
"execution_count": 18,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"https://5ywumdexzxm-496ff2e9c6d22116-8089-colab.googleusercontent.com/front/\n"
] ]
} }
] ]