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heiwa4126/diffusers1.ipynb

Created September 28, 2023 08:48
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},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/heiwa4126/70d0b0b41328997b400c9610f029a174/diffusers1.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "markdown",
"source": [
"# Diffusers 動くかどうかためしてみる\n",
"\n",
"[Understanding pipelines, models and schedulers](https://huggingface.co/docs/diffusers/using-diffusers/write_own_pipeline) にあったコードをコピペしただけ。\n",
"\n",
"CUDA使うので「ランタイムのタイプを変更」で T4 GPU以上を選んでください\n",
"([ここなど](https://blog.kikagaku.co.jp/google-colab-howto#GPU)参照)。"
],
"metadata": {
"id": "_jdz9qzW7ftr"
}
},
{
"cell_type": "code",
"source": [
"!pip install diffusers accelerate"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "beSoPQ8F8Ood",
"outputId": "73051ae9-6df3-474b-9f9e-10a1e2b16315"
},
"execution_count": 1,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Collecting diffusers\n",
" Downloading diffusers-0.21.3-py3-none-any.whl (1.5 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.5/1.5 MB\u001b[0m \u001b[31m15.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hCollecting accelerate\n",
" Downloading accelerate-0.23.0-py3-none-any.whl (258 kB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m258.1/258.1 kB\u001b[0m \u001b[31m17.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hRequirement already satisfied: importlib-metadata in /usr/local/lib/python3.10/dist-packages (from diffusers) (6.8.0)\n",
"Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from diffusers) (3.12.2)\n",
"Collecting huggingface-hub>=0.13.2 (from diffusers)\n",
" Downloading huggingface_hub-0.17.3-py3-none-any.whl (295 kB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m295.0/295.0 kB\u001b[0m \u001b[31m19.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hRequirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from diffusers) (1.23.5)\n",
"Requirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.10/dist-packages (from diffusers) (2023.6.3)\n",
"Requirement already satisfied: requests in /usr/local/lib/python3.10/dist-packages (from diffusers) (2.31.0)\n",
"Collecting safetensors>=0.3.1 (from diffusers)\n",
" Downloading safetensors-0.3.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.3 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.3/1.3 MB\u001b[0m \u001b[31m26.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hRequirement already satisfied: Pillow in /usr/local/lib/python3.10/dist-packages (from diffusers) (9.4.0)\n",
"Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.10/dist-packages (from accelerate) (23.1)\n",
"Requirement already satisfied: psutil in /usr/local/lib/python3.10/dist-packages (from accelerate) (5.9.5)\n",
"Requirement already satisfied: pyyaml in /usr/local/lib/python3.10/dist-packages (from accelerate) (6.0.1)\n",
"Requirement already satisfied: torch>=1.10.0 in /usr/local/lib/python3.10/dist-packages (from accelerate) (2.0.1+cu118)\n",
"Requirement already satisfied: fsspec in /usr/local/lib/python3.10/dist-packages (from huggingface-hub>=0.13.2->diffusers) (2023.6.0)\n",
"Requirement already satisfied: tqdm>=4.42.1 in /usr/local/lib/python3.10/dist-packages (from huggingface-hub>=0.13.2->diffusers) (4.66.1)\n",
"Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.10/dist-packages (from huggingface-hub>=0.13.2->diffusers) (4.5.0)\n",
"Requirement already satisfied: sympy in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (1.12)\n",
"Requirement already satisfied: networkx in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (3.1)\n",
"Requirement already satisfied: jinja2 in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (3.1.2)\n",
"Requirement already satisfied: triton==2.0.0 in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (2.0.0)\n",
"Requirement already satisfied: cmake in /usr/local/lib/python3.10/dist-packages (from triton==2.0.0->torch>=1.10.0->accelerate) (3.27.4.1)\n",
"Requirement already satisfied: lit in /usr/local/lib/python3.10/dist-packages (from triton==2.0.0->torch>=1.10.0->accelerate) (16.0.6)\n",
"Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.10/dist-packages (from importlib-metadata->diffusers) (3.16.2)\n",
"Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests->diffusers) (3.2.0)\n",
"Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests->diffusers) (3.4)\n",
"Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests->diffusers) (2.0.4)\n",
"Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests->diffusers) (2023.7.22)\n",
"Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from jinja2->torch>=1.10.0->accelerate) (2.1.3)\n",
"Requirement already satisfied: mpmath>=0.19 in /usr/local/lib/python3.10/dist-packages (from sympy->torch>=1.10.0->accelerate) (1.3.0)\n",
"Installing collected packages: safetensors, huggingface-hub, diffusers, accelerate\n",
"Successfully installed accelerate-0.23.0 diffusers-0.21.3 huggingface-hub-0.17.3 safetensors-0.3.3\n"
]
}
]
},
{
"cell_type": "code",
"source": [
"from diffusers import DDPMPipeline"
],
"metadata": {
"id": "nJN24rZV71m7"
},
"execution_count": 2,
"outputs": []
},
{
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"outputId": "f9315ec4-bcb1-466c-b17f-85dcfb264c28"
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{
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"data": {
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"Downloading (…)ain/model_index.json: 0%| | 0.00/167 [00:00<?, ?B/s]"
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"height": 305,
"referenced_widgets": [
"356f2318ec254f43b06eb8dc2882bdb1",
"30d85242030240a59cfa3a8862e5f9e0",
"1b8302d758ef4c099df7d734df51e8a6",
"0db68741dab744488866bd14ea37a935",
"c9820baa0fd04a55a306b62b64cbaf6f",
"4593f3e4731e4c3b8bf9e98e87316b69",
"0100ada21e4a4b05810c0e6fd15e02f6",
"068aa9aa08c54e93941547d29e6e1fbf",
"433eae0a60734fd28443f8927409a14a",
"78036cebf647491a91e4bcdf7b632fb1",
"0c3445d9c31544bb8a0129e861e1ff47"
]
},
"outputId": "15acb3ef-983f-4ed3-8ed6-5fce67403b72"
},
"execution_count": 6,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
" 0%| | 0/25 [00:00<?, ?it/s]"
],
"application/vnd.jupyter.widget-view+json": {
"version_major": 2,
"version_minor": 0,
"model_id": "356f2318ec254f43b06eb8dc2882bdb1"
}
},
"metadata": {}
},
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<PIL.Image.Image image mode=RGB size=256x256>"
],
"image/png": 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\n"
},
"metadata": {},
"execution_count": 6
}
]
}
]
}
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