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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "82c97d2c-16bf-4b2c-b16c-d9f7a8a5b12f",
"metadata": {
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Collecting diffusers==0.25.1 (from -r gradio_demo/requirements.txt (line 1))\n",
" Downloading diffusers-0.25.1-py3-none-any.whl.metadata (19 kB)\n",
"Requirement already satisfied: torch==2.0.0 in /opt/conda/lib/python3.10/site-packages (from -r gradio_demo/requirements.txt (line 2)) (2.0.0+cu118)\n",
"Requirement already satisfied: torchvision==0.15.1 in /opt/conda/lib/python3.10/site-packages (from -r gradio_demo/requirements.txt (line 3)) (0.15.1+cu118)\n",
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" Downloading transformers-4.37.1-py3-none-any.whl.metadata (129 kB)\n",
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"\u001b[?25h Installing build dependencies ... \u001b[?25ldone\n",
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"Requirement already satisfied: importlib-metadata in /opt/conda/lib/python3.10/site-packages (from diffusers==0.25.1->-r gradio_demo/requirements.txt (line 1)) (7.0.0)\n",
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"Collecting regex!=2019.12.17 (from diffusers==0.25.1->-r gradio_demo/requirements.txt (line 1))\n",
" Downloading regex-2024.5.15-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (40 kB)\n",
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"Collecting tokenizers<0.19,>=0.14 (from transformers==4.37.1->-r gradio_demo/requirements.txt (line 4))\n",
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"Requirement already satisfied: cmake in /opt/conda/lib/python3.10/site-packages (from triton==2.0.0->torch==2.0.0->-r gradio_demo/requirements.txt (line 2)) (3.30.0)\n",
"Requirement already satisfied: lit in /opt/conda/lib/python3.10/site-packages (from triton==2.0.0->torch==2.0.0->-r gradio_demo/requirements.txt (line 2)) (18.1.8)\n",
"Collecting coloredlogs (from onnxruntime-gpu->-r gradio_demo/requirements.txt (line 8))\n",
" Downloading coloredlogs-15.0.1-py2.py3-none-any.whl.metadata (12 kB)\n",
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" Downloading flatbuffers-24.3.25-py2.py3-none-any.whl.metadata (850 bytes)\n",
"Requirement already satisfied: protobuf in /opt/conda/lib/python3.10/site-packages (from onnxruntime-gpu->-r gradio_demo/requirements.txt (line 8)) (3.20.3)\n",
"Collecting antlr4-python3-runtime==4.9.* (from omegaconf->-r gradio_demo/requirements.txt (line 10))\n",
" Downloading antlr4-python3-runtime-4.9.3.tar.gz (117 kB)\n",
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"\u001b[?25h Preparing metadata (setup.py) ... \u001b[?25ldone\n",
"\u001b[?25hCollecting onnx (from insightface->-r gradio_demo/requirements.txt (line 14))\n",
" Downloading onnx-1.16.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (16 kB)\n",
"Requirement already satisfied: matplotlib in /opt/conda/lib/python3.10/site-packages (from insightface->-r gradio_demo/requirements.txt (line 14)) (3.7.3)\n",
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"Collecting easydict (from insightface->-r gradio_demo/requirements.txt (line 14))\n",
" Downloading easydict-1.13-py3-none-any.whl.metadata (4.2 kB)\n",
"Requirement already satisfied: cython in /opt/conda/lib/python3.10/site-packages (from insightface->-r gradio_demo/requirements.txt (line 14)) (3.0.10)\n",
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" Downloading albumentations-1.4.11-py3-none-any.whl.metadata (39 kB)\n",
"Requirement already satisfied: prettytable in /opt/conda/lib/python3.10/site-packages (from insightface->-r gradio_demo/requirements.txt (line 14)) (3.10.0)\n",
"Requirement already satisfied: aiofiles<24.0,>=22.0 in /opt/conda/lib/python3.10/site-packages (from gradio->-r gradio_demo/requirements.txt (line 15)) (22.1.0)\n",
"Collecting altair<6.0,>=5.0 (from gradio->-r gradio_demo/requirements.txt (line 15))\n",
" Downloading altair-5.3.0-py3-none-any.whl.metadata (9.2 kB)\n",
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" Preparing metadata (setup.py) ... \u001b[?25ldone\n",
"\u001b[?25hCollecting gradio-client==1.1.0 (from gradio->-r gradio_demo/requirements.txt (line 15))\n",
" Downloading gradio_client-1.1.0-py3-none-any.whl.metadata (7.1 kB)\n",
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"Collecting pydantic<3,>=1 (from spaces==0.19.4->-r gradio_demo/requirements.txt (line 9))\n",
" Downloading pydantic-2.8.2-py3-none-any.whl.metadata (125 kB)\n",
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"\u001b[?25hCollecting pydub (from gradio->-r gradio_demo/requirements.txt (line 15))\n",
" Downloading pydub-0.25.1-py2.py3-none-any.whl.metadata (1.4 kB)\n",
"Requirement already satisfied: python-multipart>=0.0.9 in /opt/conda/lib/python3.10/site-packages (from gradio->-r gradio_demo/requirements.txt (line 15)) (0.0.9)\n",
"Collecting ruff>=0.2.2 (from gradio->-r gradio_demo/requirements.txt (line 15))\n",
" Downloading ruff-0.5.4-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (24 kB)\n",
"Collecting semantic-version~=2.0 (from gradio->-r gradio_demo/requirements.txt (line 15))\n",
" Downloading semantic_version-2.10.0-py2.py3-none-any.whl.metadata (9.7 kB)\n",
"Collecting tomlkit==0.12.0 (from gradio->-r gradio_demo/requirements.txt (line 15))\n",
" Downloading tomlkit-0.12.0-py3-none-any.whl.metadata (2.7 kB)\n",
"Requirement already satisfied: typer<1.0,>=0.12 in /opt/conda/lib/python3.10/site-packages (from gradio->-r gradio_demo/requirements.txt (line 15)) (0.12.3)\n",
"Collecting urllib3~=2.0 (from gradio->-r gradio_demo/requirements.txt (line 15))\n",
" Downloading urllib3-2.2.2-py3-none-any.whl.metadata (6.4 kB)\n",
"Requirement already satisfied: uvicorn>=0.14.0 in /opt/conda/lib/python3.10/site-packages (from gradio->-r gradio_demo/requirements.txt (line 15)) (0.30.1)\n",
"Collecting websockets<12.0,>=10.0 (from gradio-client==1.1.0->gradio->-r gradio_demo/requirements.txt (line 15))\n",
" Downloading websockets-11.0.3-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (6.6 kB)\n",
"Collecting opencv-python-headless (from controlnet_aux->-r gradio_demo/requirements.txt (line 16))\n",
" Downloading opencv_python_headless-4.10.0.84-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (20 kB)\n",
"Collecting timm<=0.6.7 (from controlnet_aux->-r gradio_demo/requirements.txt (line 16))\n",
" Downloading timm-0.6.7-py3-none-any.whl.metadata (33 kB)\n",
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"Collecting annotated-types>=0.4.0 (from pydantic<3,>=1->spaces==0.19.4->-r gradio_demo/requirements.txt (line 9))\n",
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"Downloading onnx-1.16.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (15.9 MB)\n",
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"\u001b[?25hDownloading pydub-0.25.1-py2.py3-none-any.whl (32 kB)\n",
"Downloading albucore-0.0.12-py3-none-any.whl (8.4 kB)\n",
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"\u001b[?25hDownloading websockets-11.0.3-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (129 kB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m129.9/129.9 kB\u001b[0m \u001b[31m18.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hDownloading eval_type_backport-0.2.0-py3-none-any.whl (5.9 kB)\n",
"Building wheels for collected packages: antlr4-python3-runtime, insightface, ffmpy\n",
" Building wheel for antlr4-python3-runtime (setup.py) ... \u001b[?25ldone\n",
"\u001b[?25h Created wheel for antlr4-python3-runtime: filename=antlr4_python3_runtime-4.9.3-py3-none-any.whl size=144552 sha256=e9ae543340a864dee947980bab8fc7d8fc3b8a5a04b28963252f790444a5cd1f\n",
" Stored in directory: /home/jupyter/.cache/pip/wheels/12/93/dd/1f6a127edc45659556564c5730f6d4e300888f4bca2d4c5a88\n",
" Building wheel for insightface (pyproject.toml) ... \u001b[?25ldone\n",
"\u001b[?25h Created wheel for insightface: filename=insightface-0.7.3-cp310-cp310-linux_x86_64.whl size=874168 sha256=f381a87957a87ca37e1795c8ba2b854664428cf5117760cc1f7d58368918523b\n",
" Stored in directory: /home/jupyter/.cache/pip/wheels/e3/d0/80/e3773fb8b6d1cca87ea1d33d9b1f20a223a6493c896da249b5\n",
" Building wheel for ffmpy (setup.py) ... \u001b[?25ldone\n",
"\u001b[?25h Created wheel for ffmpy: filename=ffmpy-0.3.2-py3-none-any.whl size=5581 sha256=d671b217ecfc883cea0aa0408a98e3d187bd0e888ba4e85318ea4b8bfa539786\n",
" Stored in directory: /home/jupyter/.cache/pip/wheels/bd/65/9a/671fc6dcde07d4418df0c592f8df512b26d7a0029c2a23dd81\n",
"Successfully built antlr4-python3-runtime insightface ffmpy\n",
"Installing collected packages: pydub, flatbuffers, ffmpy, easydict, antlr4-python3-runtime, websockets, urllib3, tomlkit, semantic-version, safetensors, ruff, regex, pydantic-core, opencv-python-headless, opencv-python, onnx, omegaconf, humanfriendly, eval-type-backport, einops, annotated-types, pydantic, coloredlogs, albucore, onnxruntime-gpu, huggingface-hub, albumentations, tokenizers, insightface, gradio-client, gdown, diffusers, altair, transformers, gradio, spaces, timm, accelerate, peft, controlnet_aux\n",
" Attempting uninstall: websockets\n",
" Found existing installation: websockets 12.0\n",
" Uninstalling websockets-12.0:\n",
" Successfully uninstalled websockets-12.0\n",
" Attempting uninstall: urllib3\n",
" Found existing installation: urllib3 1.26.19\n",
" Uninstalling urllib3-1.26.19:\n",
" Successfully uninstalled urllib3-1.26.19\n",
" Attempting uninstall: pydantic\n",
" Found existing installation: pydantic 1.10.17\n",
" Uninstalling pydantic-1.10.17:\n",
" Successfully uninstalled pydantic-1.10.17\n",
"\u001b[31mERROR: 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.\n",
"dataproc-jupyter-plugin 0.1.79 requires pydantic~=1.10.0, but you have pydantic 2.8.2 which is incompatible.\n",
"kfp 2.5.0 requires urllib3<2.0.0, but you have urllib3 2.2.2 which is incompatible.\n",
"ydata-profiling 4.6.0 requires pydantic<2,>=1.8.1, but you have pydantic 2.8.2 which is incompatible.\u001b[0m\u001b[31m\n",
"\u001b[0mSuccessfully installed accelerate-0.32.1 albucore-0.0.12 albumentations-1.4.11 altair-5.3.0 annotated-types-0.7.0 antlr4-python3-runtime-4.9.3 coloredlogs-15.0.1 controlnet_aux-0.0.9 diffusers-0.25.1 easydict-1.13 einops-0.8.0 eval-type-backport-0.2.0 ffmpy-0.3.2 flatbuffers-24.3.25 gdown-5.2.0 gradio-4.38.1 gradio-client-1.1.0 huggingface-hub-0.20.2 humanfriendly-10.0 insightface-0.7.3 omegaconf-2.3.0 onnx-1.16.1 onnxruntime-gpu-1.18.1 opencv-python-4.10.0.84 opencv-python-headless-4.10.0.84 peft-0.11.1 pydantic-2.8.2 pydantic-core-2.20.1 pydub-0.25.1 regex-2024.5.15 ruff-0.5.4 safetensors-0.4.3 semantic-version-2.10.0 spaces-0.19.4 timm-0.6.7 tokenizers-0.15.2 tomlkit-0.12.0 transformers-4.37.1 urllib3-2.2.2 websockets-11.0.3\n"
]
}
],
"source": [
"!pip install -r gradio_demo/requirements.txt"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "dec146ca-0832-4c71-8b31-1586af435d67",
"metadata": {
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"ControlNetModel/config.json: 100%|█████████| 1.38k/1.38k [00:00<00:00, 7.07MB/s]\n",
"diffusion_pytorch_model.safetensors: 100%|██| 2.50G/2.50G [00:05<00:00, 449MB/s]\n",
"ip-adapter.bin: 100%|███████████████████████| 1.69G/1.69G [00:09<00:00, 180MB/s]\n",
"pytorch_lora_weights.safetensors: 100%|███████| 394M/394M [00:02<00:00, 169MB/s]\n",
"Downloading...\n",
"From (original): https://drive.google.com/uc?id=18wEUfMNohBJ4K3Ly5wpTejPfDzp-8fI8\n",
"From (redirected): https://drive.google.com/uc?id=18wEUfMNohBJ4K3Ly5wpTejPfDzp-8fI8&confirm=t&uuid=abca1ed1-5c28-423b-a1c7-4fe1fa0d4dbc\n",
"To: /home/jupyter/InstantID/models/antelopev2.zip\n",
"100%|████████████████████████████████████████| 361M/361M [00:21<00:00, 16.9MB/s]\n",
"Archive: ./models/antelopev2.zip\n",
" creating: ./models/antelopev2/\n",
" inflating: ./models/antelopev2/genderage.onnx \n",
" inflating: ./models/antelopev2/2d106det.onnx \n",
" inflating: ./models/antelopev2/1k3d68.onnx \n",
" inflating: ./models/antelopev2/glintr100.onnx \n",
" inflating: ./models/antelopev2/scrfd_10g_bnkps.onnx \n"
]
}
],
"source": [
"!python gradio_demo/download_models.py"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "e4900619-4519-4ec9-bb32-a620128d1727",
"metadata": {
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Collecting setuptools==69.5.1\n",
" Downloading setuptools-69.5.1-py3-none-any.whl.metadata (6.2 kB)\n",
"Downloading setuptools-69.5.1-py3-none-any.whl (894 kB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m894.6/894.6 kB\u001b[0m \u001b[31m7.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m00:01\u001b[0m00:01\u001b[0m\n",
"\u001b[?25hInstalling collected packages: setuptools\n",
" Attempting uninstall: setuptools\n",
" Found existing installation: setuptools 70.1.1\n",
" Uninstalling setuptools-70.1.1:\n",
" Successfully uninstalled setuptools-70.1.1\n",
"Successfully installed setuptools-69.5.1\n"
]
}
],
"source": [
"!pip install setuptools==69.5.1"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "9584f180-48a2-46bc-968d-9c99bc56f06c",
"metadata": {
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Collecting huggingface-hub==0.23.4\n",
" Downloading huggingface_hub-0.23.4-py3-none-any.whl.metadata (12 kB)\n",
"Requirement already satisfied: filelock in /opt/conda/lib/python3.10/site-packages (from huggingface-hub==0.23.4) (3.15.4)\n",
"Requirement already satisfied: fsspec>=2023.5.0 in /opt/conda/lib/python3.10/site-packages (from huggingface-hub==0.23.4) (2024.6.1)\n",
"Requirement already satisfied: packaging>=20.9 in /opt/conda/lib/python3.10/site-packages (from huggingface-hub==0.23.4) (24.1)\n",
"Requirement already satisfied: pyyaml>=5.1 in /opt/conda/lib/python3.10/site-packages (from huggingface-hub==0.23.4) (6.0.1)\n",
"Requirement already satisfied: requests in /opt/conda/lib/python3.10/site-packages (from huggingface-hub==0.23.4) (2.32.3)\n",
"Requirement already satisfied: tqdm>=4.42.1 in /opt/conda/lib/python3.10/site-packages (from huggingface-hub==0.23.4) (4.66.4)\n",
"Requirement already satisfied: typing-extensions>=3.7.4.3 in /opt/conda/lib/python3.10/site-packages (from huggingface-hub==0.23.4) (4.12.2)\n",
"Requirement already satisfied: charset-normalizer<4,>=2 in /opt/conda/lib/python3.10/site-packages (from requests->huggingface-hub==0.23.4) (3.3.2)\n",
"Requirement already satisfied: idna<4,>=2.5 in /opt/conda/lib/python3.10/site-packages (from requests->huggingface-hub==0.23.4) (3.7)\n",
"Requirement already satisfied: urllib3<3,>=1.21.1 in /opt/conda/lib/python3.10/site-packages (from requests->huggingface-hub==0.23.4) (2.2.2)\n",
"Requirement already satisfied: certifi>=2017.4.17 in /opt/conda/lib/python3.10/site-packages (from requests->huggingface-hub==0.23.4) (2024.7.4)\n",
"Downloading huggingface_hub-0.23.4-py3-none-any.whl (402 kB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m402.6/402.6 kB\u001b[0m \u001b[31m3.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0ma \u001b[36m0:00:01\u001b[0m\n",
"\u001b[?25hInstalling collected packages: huggingface-hub\n",
" Attempting uninstall: huggingface-hub\n",
" Found existing installation: huggingface-hub 0.20.2\n",
" Uninstalling huggingface-hub-0.20.2:\n",
" Successfully uninstalled huggingface-hub-0.20.2\n",
"Successfully installed huggingface-hub-0.23.4\n"
]
}
],
"source": [
"!pip install huggingface-hub==0.23.4"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "56683081-5e9f-4378-84df-b957c84b23ad",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"environment": {
"kernel": "python3",
"name": ".m123",
"type": "gcloud",
"uri": "us-docker.pkg.dev/deeplearning-platform-release/gcr.io/:m123"
},
"kernelspec": {
"display_name": "Python 3 (Local)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.14"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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