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Merge branch 'master' of github.com:w-okada/voice-changer

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wataru 2023-01-14 07:36:29 +09:00
commit bf7f58b958
2 changed files with 69 additions and 89 deletions
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88
VoiceChangerDemo.ipynb
View File

@ -5,7 +5,7 @@
"colab": { "colab": {
"name": "VoiceChangerDemo", "name": "VoiceChangerDemo",
"provenance": [], "provenance": [],
"authorship_tag": "ABX9TyNnL+Mf0eEFM/VMaQZTahNn", "authorship_tag": "ABX9TyNLt+Tfa4/4CVhJBwv4JieA",
"include_colab_link": true "include_colab_link": true
}, },
"kernelspec": { "kernelspec": {
@ -76,7 +76,7 @@
"id": "vV1t7PBRm-o6", "id": "vV1t7PBRm-o6",
"outputId": "dd745d3a-5b96-488a-ae51-39c47ec47b34" "outputId": "dd745d3a-5b96-488a-ae51-39c47ec47b34"
}, },
"execution_count": 1, "execution_count": null,
"outputs": [ "outputs": [
{ {
"output_type": "stream", "output_type": "stream",
@ -135,18 +135,18 @@
"metadata": { "metadata": {
"id": "nSXATMWYb4Ik" "id": "nSXATMWYb4Ik"
}, },
"execution_count": 2, "execution_count": 1,
"outputs": [] "outputs": []
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 3, "execution_count": 2,
"metadata": { "metadata": {
"colab": { "colab": {
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "2wxD-gRSMU5R", "id": "2wxD-gRSMU5R",
"outputId": "c78a92f6-6631-476d-e967-0b797336eefc" "outputId": "691379e5-de2d-483d-bb0f-35df0ea589a6"
}, },
"outputs": [ "outputs": [
{ {
@ -177,40 +177,40 @@
"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 --depth 1 https://github.com/w-okada/voice-changer.git -b v.1.3.3\n", "!git clone --depth 1 https://github.com/w-okada/voice-changer.git -b v.1.3.4\n",
"%cd voice-changer/server\n", "%cd voice-changer/server\n",
"!git clone --depth 1 https://github.com/isletennos/MMVC_Trainer.git -b v1.3.2.2\n", "!git clone https://github.com/isletennos/MMVC_Client.git\n",
"!cd MMVC_Trainer/monotonic_align/ && python setup.py build_ext --inplace && cd -" "!cd MMVC_Client && git checkout 04f3fec4fd82dea6657026ec4e1cd80fb29a415c && cd -"
], ],
"metadata": { "metadata": {
"colab": { "colab": {
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "86wTFmqsNMnD", "id": "86wTFmqsNMnD",
"outputId": "2de377dc-b76e-428d-81ae-59bf1d72e1cc" "outputId": "ce9469b2-c327-440f-bba0-43285e6ec813"
}, },
"execution_count": 4, "execution_count": 3,
"outputs": [ "outputs": [
{ {
"output_type": "stream", "output_type": "stream",
"name": "stdout", "name": "stdout",
"text": [ "text": [
"Cloning into 'voice-changer'...\n", "Cloning into 'voice-changer'...\n",
"remote: Enumerating objects: 143, done.\u001b[K\n", "remote: Enumerating objects: 144, done.\u001b[K\n",
"remote: Counting objects: 100% (143/143), done.\u001b[K\n", "remote: Counting objects: 100% (144/144), done.\u001b[K\n",
"remote: Compressing objects: 100% (128/128), done.\u001b[K\n", "remote: Compressing objects: 100% (129/129), done.\u001b[K\n",
"remote: Total 143 (delta 20), reused 62 (delta 5), pack-reused 0\u001b[K\n", "remote: Total 144 (delta 20), reused 62 (delta 5), pack-reused 0\u001b[K\n",
"Receiving objects: 100% (143/143), 1.52 MiB | 4.29 MiB/s, done.\n", "Receiving objects: 100% (144/144), 1.52 MiB | 3.76 MiB/s, done.\n",
"Resolving deltas: 100% (20/20), done.\n", "Resolving deltas: 100% (20/20), done.\n",
"/content/voice-changer/server\n", "/content/voice-changer/server\n",
"Cloning into 'MMVC_Trainer'...\n", "Cloning into 'MMVC_Client'...\n",
"remote: Enumerating objects: 920, done.\u001b[K\n", "remote: Enumerating objects: 594, done.\u001b[K\n",
"remote: Counting objects: 100% (920/920), done.\u001b[K\n", "remote: Counting objects: 100% (322/322), done.\u001b[K\n",
"remote: Compressing objects: 100% (830/830), done.\u001b[K\n", "remote: Compressing objects: 100% (114/114), done.\u001b[K\n",
"remote: Total 920 (delta 4), reused 893 (delta 1), pack-reused 0\u001b[K\n", "remote: Total 594 (delta 231), reused 263 (delta 205), pack-reused 272\u001b[K\n",
"Receiving objects: 100% (920/920), 53.04 MiB | 17.82 MiB/s, done.\n", "Receiving objects: 100% (594/594), 776.40 KiB | 13.62 MiB/s, done.\n",
"Resolving deltas: 100% (4/4), done.\n", "Resolving deltas: 100% (352/352), done.\n",
"Note: checking out 'f17c8c57d1ab7512633e6c57521f1eef6851bd0e'.\n", "Note: checking out '04f3fec4fd82dea6657026ec4e1cd80fb29a415c'.\n",
"\n", "\n",
"You are in 'detached HEAD' state. You can look around, make experimental\n", "You are in 'detached HEAD' state. You can look around, make experimental\n",
"changes and commit them, and you can discard any commits you make in this\n", "changes and commit them, and you can discard any commits you make in this\n",
@ -221,16 +221,7 @@
"\n", "\n",
" git checkout -b <new-branch-name>\n", " git checkout -b <new-branch-name>\n",
"\n", "\n",
"Compiling core.pyx because it changed.\n", "HEAD is now at 04f3fec Merge pull request #30 from Mokuichi147/setupcheck\n",
"[1/1] Cythonizing core.pyx\n",
"/usr/local/lib/python3.8/dist-packages/Cython/Compiler/Main.py:369: FutureWarning: Cython directive 'language_level' not set, using 2 for now (Py2). This will change in a later release! File: /content/voice-changer/server/MMVC_Trainer/monotonic_align/core.pyx\n",
" tree = Parsing.p_module(s, pxd, full_module_name)\n",
"running build_ext\n",
"building 'monotonic_align.core' extension\n",
"creating build\n",
"creating build/temp.linux-x86_64-3.8\n",
"x86_64-linux-gnu-gcc -pthread -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O2 -Wall -g -fstack-protector-strong -Wformat -Werror=format-security -g -fwrapv -O2 -g -fstack-protector-strong -Wformat -Werror=format-security -Wdate-time -D_FORTIFY_SOURCE=2 -fPIC -I/usr/local/lib/python3.8/dist-packages/numpy/core/include -I/usr/include/python3.8 -c core.c -o build/temp.linux-x86_64-3.8/core.o\n",
"x86_64-linux-gnu-gcc -pthread -shared -Wl,-O1 -Wl,-Bsymbolic-functions -Wl,-Bsymbolic-functions -g -fwrapv -O2 -Wl,-Bsymbolic-functions -g -fwrapv -O2 -g -fstack-protector-strong -Wformat -Werror=format-security -Wdate-time -D_FORTIFY_SOURCE=2 build/temp.linux-x86_64-3.8/core.o -o /content/voice-changer/server/MMVC_Trainer/monotonic_align/monotonic_align/core.cpython-38-x86_64-linux-gnu.so\n",
"/content/voice-changer/server\n" "/content/voice-changer/server\n"
] ]
} }
@ -251,22 +242,19 @@
"cell_type": "code", "cell_type": "code",
"source": [ "source": [
"# (5) 設定ファイルの確認\n", "# (5) 設定ファイルの確認\n",
"!apt-get install -y espeak libsndfile1-dev &> /dev/null\n", "!apt-get install -y libsndfile1-dev &> /dev/null\n",
"!pip install unidecode &> /dev/null\n",
"!pip install phonemizer &> /dev/null\n",
"!pip install retry &> /dev/null\n",
"!pip install python-socketio &> /dev/null\n",
"!pip install fastapi &> /dev/null\n", "!pip install fastapi &> /dev/null\n",
"!pip install pyOpenSSL &> /dev/null\n",
"!pip install python-multipart &> /dev/null\n", "!pip install python-multipart &> /dev/null\n",
"!pip install python-socketio &> /dev/null\n",
"!pip install uvicorn &> /dev/null\n", "!pip install uvicorn &> /dev/null\n",
"!pip install websockets &> /dev/null\n", "!pip install websockets &> /dev/null\n",
"!pip install pyOpenSSL &> /dev/null\n",
"!pip install onnxruntime-gpu &> /dev/null" "!pip install onnxruntime-gpu &> /dev/null"
], ],
"metadata": { "metadata": {
"id": "LwZAAuqxX7yY" "id": "LwZAAuqxX7yY"
}, },
"execution_count": 5, "execution_count": 4,
"outputs": [] "outputs": []
}, },
{ {
@ -324,7 +312,7 @@
"metadata": { "metadata": {
"id": "iNOAB7zISI6J" "id": "iNOAB7zISI6J"
}, },
"execution_count": 6, "execution_count": 5,
"outputs": [] "outputs": []
}, },
{ {
@ -338,7 +326,7 @@
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "chu06KpAjEK6", "id": "chu06KpAjEK6",
"outputId": "789c20be-249a-4965-f052-e3be9be12e24" "outputId": "294388a0-d072-4790-e106-5d980c1f9c5a"
}, },
"execution_count": 7, "execution_count": 7,
"outputs": [ "outputs": [
@ -346,16 +334,20 @@
"output_type": "stream", "output_type": "stream",
"name": "stdout", "name": "stdout",
"text": [ "text": [
"\u001b[32m Phase name:__main__\u001b[0m\n",
"\u001b[32m PHASE3:__main__\u001b[0m\n",
"VoiceChanger Initialized (GPU_NUM:1, mps_enabled:False)\n",
"INFO:root:Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n",
"/usr/local/lib/python3.8/dist-packages/onnxruntime/capi/onnxruntime_inference_collection.py:54: UserWarning: Specified provider 'OpenVINOExecutionProvider' is not in available provider names.Available providers: 'TensorrtExecutionProvider, CUDAExecutionProvider, CPUExecutionProvider'\n", "/usr/local/lib/python3.8/dist-packages/onnxruntime/capi/onnxruntime_inference_collection.py:54: UserWarning: Specified provider 'OpenVINOExecutionProvider' is not in available provider names.Available providers: 'TensorrtExecutionProvider, CUDAExecutionProvider, CPUExecutionProvider'\n",
" warnings.warn(\n", " warnings.warn(\n",
"/usr/local/lib/python3.8/dist-packages/onnxruntime/capi/onnxruntime_inference_collection.py:54: UserWarning: Specified provider 'DmlExecutionProvider' is not in available provider names.Available providers: 'TensorrtExecutionProvider, CUDAExecutionProvider, CPUExecutionProvider'\n", "/usr/local/lib/python3.8/dist-packages/onnxruntime/capi/onnxruntime_inference_collection.py:54: UserWarning: Specified provider 'DmlExecutionProvider' is not in available provider names.Available providers: 'TensorrtExecutionProvider, CUDAExecutionProvider, CPUExecutionProvider'\n",
" warnings.warn(\n", " warnings.warn(\n",
"\u001b[32m Phase name:__main__\u001b[0m\n",
"\u001b[32m PHASE3:__main__\u001b[0m\n",
"VoiceChanger Initialized (GPU_NUM:1, mps_enabled:False)\n",
"\u001b[32m PHASE1:__main__\u001b[0m\n", "\u001b[32m PHASE1:__main__\u001b[0m\n",
"\u001b[17mStart MMVC SocketIO Server\u001b[0m\n", "\u001b[17mStart MMVC SocketIO Server\u001b[0m\n",
"\u001b[34m CONFIG:/content/drive/MyDrive/VoiceChanger/config.json, MODEL:None ONNX_MODEL:/content/drive/MyDrive/VoiceChanger/G_326000.onnx\u001b[0m\n" "\u001b[34m CONFIG:/content/drive/MyDrive/VoiceChanger/config.json, MODEL:/content/drive/MyDrive/VoiceChanger/G_326000.pth ONNX_MODEL:/content/drive/MyDrive/VoiceChanger/G_326000.onnx\u001b[0m\n",
"\u001b[32m Phase name:MMVCServerSIO\u001b[0m\n",
"\u001b[32m PHASE3:MMVCServerSIO\u001b[0m\n",
"INFO:root:Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n"
] ]
} }
] ]
@ -388,7 +380,7 @@
"base_uri": "https://localhost:8080/", "base_uri": "https://localhost:8080/",
"height": 34 "height": 34
}, },
"outputId": "2a578717-b723-4ec8-bdef-7633f2a9915c" "outputId": "88aed9a7-8189-4b2a-d362-2129a8202e20"
}, },
"execution_count": 8, "execution_count": 8,
"outputs": [ "outputs": [
@ -396,7 +388,7 @@
"output_type": "stream", "output_type": "stream",
"name": "stdout", "name": "stdout",
"text": [ "text": [
"https://uukwsuu2e7s-496ff2e9c6d22116-11527-colab.googleusercontent.com/front/?colab=true\n" "https://nc8xeapxkxg-496ff2e9c6d22116-10128-colab.googleusercontent.com/front/?colab=true\n"
] ]
} }
] ]

70
VoiceChangerDemo_Simple.ipynb
View File

@ -4,7 +4,7 @@
"metadata": { "metadata": {
"colab": { "colab": {
"provenance": [], "provenance": [],
"authorship_tag": "ABX9TyP+LenGtlXFGimgObzNvgqS", "authorship_tag": "ABX9TyPil77mdDP/EcndzrT40C2K",
"include_colab_link": true "include_colab_link": true
}, },
"kernelspec": { "kernelspec": {
@ -73,7 +73,7 @@
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "vV1t7PBRm-o6", "id": "vV1t7PBRm-o6",
"outputId": "85aaa5ec-0fc9-4433-96f3-5086c17e5ba1" "outputId": "0780c5df-36cf-4f84-9a63-3669212d2769"
}, },
"execution_count": 1, "execution_count": 1,
"outputs": [ "outputs": [
@ -81,7 +81,7 @@
"output_type": "stream", "output_type": "stream",
"name": "stdout", "name": "stdout",
"text": [ "text": [
"Thu Jan 12 14:48:08 2023 \n", "Fri Jan 13 22:07:27 2023 \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",
@ -90,7 +90,7 @@
"| | | 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 10W / 70W | 0MiB / 15109MiB | 0% Default |\n", "| N/A 40C P8 9W / 70W | 0MiB / 15109MiB | 0% Default |\n",
"| | | N/A |\n", "| | | N/A |\n",
"+-------------------------------+----------------------+----------------------+\n", "+-------------------------------+----------------------+----------------------+\n",
" \n", " \n",
@ -119,17 +119,17 @@
"cell_type": "code", "cell_type": "code",
"source": [ "source": [
"# (2) リポジトリのクローン\n", "# (2) リポジトリのクローン\n",
"!git clone --depth 1 https://github.com/w-okada/voice-changer.git -b v.1.3.3\n", "!git clone --depth 1 https://github.com/w-okada/voice-changer.git -b v.1.3.4\n",
"%cd voice-changer/server\n", "%cd voice-changer/server\n",
"!git clone --depth 1 https://github.com/isletennos/MMVC_Trainer.git -b v1.3.2.2\n", "!git clone https://github.com/isletennos/MMVC_Client.git\n",
"!cd MMVC_Trainer/monotonic_align/ && python setup.py build_ext --inplace && cd -\n" "!cd MMVC_Client && git checkout 04f3fec4fd82dea6657026ec4e1cd80fb29a415c && cd -\n"
], ],
"metadata": { "metadata": {
"colab": { "colab": {
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "86wTFmqsNMnD", "id": "86wTFmqsNMnD",
"outputId": "27ad5458-3aee-4a05-945a-5b66fd603a8d" "outputId": "fd283f8e-48a9-4dcb-e017-8e125a5f6000"
}, },
"execution_count": 2, "execution_count": 2,
"outputs": [ "outputs": [
@ -138,21 +138,21 @@
"name": "stdout", "name": "stdout",
"text": [ "text": [
"Cloning into 'voice-changer'...\n", "Cloning into 'voice-changer'...\n",
"remote: Enumerating objects: 143, done.\u001b[K\n", "remote: Enumerating objects: 144, done.\u001b[K\n",
"remote: Counting objects: 100% (143/143), done.\u001b[K\n", "remote: Counting objects: 100% (144/144), done.\u001b[K\n",
"remote: Compressing objects: 100% (128/128), done.\u001b[K\n", "remote: Compressing objects: 100% (129/129), done.\u001b[K\n",
"remote: Total 143 (delta 20), reused 62 (delta 5), pack-reused 0\u001b[K\n", "remote: Total 144 (delta 20), reused 62 (delta 5), pack-reused 0\u001b[K\n",
"Receiving objects: 100% (143/143), 1.52 MiB | 4.30 MiB/s, done.\n", "Receiving objects: 100% (144/144), 1.52 MiB | 4.11 MiB/s, done.\n",
"Resolving deltas: 100% (20/20), done.\n", "Resolving deltas: 100% (20/20), done.\n",
"/content/voice-changer/server\n", "/content/voice-changer/server\n",
"Cloning into 'MMVC_Trainer'...\n", "Cloning into 'MMVC_Client'...\n",
"remote: Enumerating objects: 920, done.\u001b[K\n", "remote: Enumerating objects: 594, done.\u001b[K\n",
"remote: Counting objects: 100% (920/920), done.\u001b[K\n", "remote: Counting objects: 100% (320/320), done.\u001b[K\n",
"remote: Compressing objects: 100% (830/830), done.\u001b[K\n", "remote: Compressing objects: 100% (114/114), done.\u001b[K\n",
"remote: Total 920 (delta 4), reused 893 (delta 1), pack-reused 0\u001b[K\n", "remote: Total 594 (delta 229), reused 261 (delta 203), pack-reused 274\u001b[K\n",
"Receiving objects: 100% (920/920), 53.04 MiB | 17.33 MiB/s, done.\n", "Receiving objects: 100% (594/594), 738.87 KiB | 23.83 MiB/s, done.\n",
"Resolving deltas: 100% (4/4), done.\n", "Resolving deltas: 100% (351/351), done.\n",
"Note: checking out 'f17c8c57d1ab7512633e6c57521f1eef6851bd0e'.\n", "Note: checking out '04f3fec4fd82dea6657026ec4e1cd80fb29a415c'.\n",
"\n", "\n",
"You are in 'detached HEAD' state. You can look around, make experimental\n", "You are in 'detached HEAD' state. You can look around, make experimental\n",
"changes and commit them, and you can discard any commits you make in this\n", "changes and commit them, and you can discard any commits you make in this\n",
@ -163,16 +163,7 @@
"\n", "\n",
" git checkout -b <new-branch-name>\n", " git checkout -b <new-branch-name>\n",
"\n", "\n",
"Compiling core.pyx because it changed.\n", "HEAD is now at 04f3fec Merge pull request #30 from Mokuichi147/setupcheck\n",
"[1/1] Cythonizing core.pyx\n",
"/usr/local/lib/python3.8/dist-packages/Cython/Compiler/Main.py:369: FutureWarning: Cython directive 'language_level' not set, using 2 for now (Py2). This will change in a later release! File: /content/voice-changer/server/MMVC_Trainer/monotonic_align/core.pyx\n",
" tree = Parsing.p_module(s, pxd, full_module_name)\n",
"running build_ext\n",
"building 'monotonic_align.core' extension\n",
"creating build\n",
"creating build/temp.linux-x86_64-3.8\n",
"x86_64-linux-gnu-gcc -pthread -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O2 -Wall -g -fstack-protector-strong -Wformat -Werror=format-security -g -fwrapv -O2 -g -fstack-protector-strong -Wformat -Werror=format-security -Wdate-time -D_FORTIFY_SOURCE=2 -fPIC -I/usr/local/lib/python3.8/dist-packages/numpy/core/include -I/usr/include/python3.8 -c core.c -o build/temp.linux-x86_64-3.8/core.o\n",
"x86_64-linux-gnu-gcc -pthread -shared -Wl,-O1 -Wl,-Bsymbolic-functions -Wl,-Bsymbolic-functions -g -fwrapv -O2 -Wl,-Bsymbolic-functions -g -fwrapv -O2 -g -fstack-protector-strong -Wformat -Werror=format-security -Wdate-time -D_FORTIFY_SOURCE=2 build/temp.linux-x86_64-3.8/core.o -o /content/voice-changer/server/MMVC_Trainer/monotonic_align/monotonic_align/core.cpython-38-x86_64-linux-gnu.so\n",
"/content/voice-changer/server\n" "/content/voice-changer/server\n"
] ]
} }
@ -194,16 +185,13 @@
"source": [ "source": [
"# (3) 設定ファイルの確認\n", "# (3) 設定ファイルの確認\n",
"!apt-get install -y libsndfile1-dev &> /dev/null\n", "!apt-get install -y libsndfile1-dev &> /dev/null\n",
"!pip install unidecode &> /dev/null\n",
"!pip install phonemizer &> /dev/null\n",
"!pip install retry &> /dev/null\n",
"!pip install python-socketio &> /dev/null\n",
"!pip install fastapi &> /dev/null\n", "!pip install fastapi &> /dev/null\n",
"!pip install pyOpenSSL &> /dev/null\n",
"!pip install python-multipart &> /dev/null\n", "!pip install python-multipart &> /dev/null\n",
"!pip install python-socketio &> /dev/null\n",
"!pip install uvicorn &> /dev/null\n", "!pip install uvicorn &> /dev/null\n",
"!pip install websockets &> /dev/null\n", "!pip install websockets &> /dev/null\n",
"!pip install pyOpenSSL &> /dev/null\n", "!pip install onnxruntime-gpu &> /dev/null\n"
"!pip install onnxruntime-gpu &> /dev/null"
], ],
"metadata": { "metadata": {
"id": "LwZAAuqxX7yY" "id": "LwZAAuqxX7yY"
@ -268,7 +256,7 @@
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "chu06KpAjEK6", "id": "chu06KpAjEK6",
"outputId": "a4c8aea1-4193-4bb2-c128-3ed6d55e0270" "outputId": "e8fa0415-b475-4fdf-ab49-3c363e3c2308"
}, },
"execution_count": 5, "execution_count": 5,
"outputs": [ "outputs": [
@ -313,7 +301,7 @@
"base_uri": "https://localhost:8080/", "base_uri": "https://localhost:8080/",
"height": 34 "height": 34
}, },
"outputId": "349c76f5-c039-46e3-e73b-7582e21e2f23" "outputId": "0de89da0-9ce9-4cc0-8070-166441a06fb7"
}, },
"execution_count": 6, "execution_count": 6,
"outputs": [ "outputs": [
@ -321,7 +309,7 @@
"output_type": "stream", "output_type": "stream",
"name": "stdout", "name": "stdout",
"text": [ "text": [
"https://pedza0b09p-496ff2e9c6d22116-12113-colab.googleusercontent.com/front/?colab=true\n" "https://v8lm07nxaxe-496ff2e9c6d22116-10766-colab.googleusercontent.com/front/?colab=true\n"
] ]
} }
] ]
@ -332,7 +320,7 @@
"metadata": { "metadata": {
"id": "axkt5BjhoiPV" "id": "axkt5BjhoiPV"
}, },
"execution_count": 6, "execution_count": null,
"outputs": [] "outputs": []
} }
] ]