sd3_test_with_gradio.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "gpuType": "T4",
      "authorship_tag": "ABX9TyMOV+iTz8eFDgwgn1+CRFjL",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/koji/GoogleColab/blob/main/sd3_test_with_gradio.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!huggingface-cli login"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "qOTFydCqxl1f",
        "outputId": "55488a2f-ddf3-43fb-e44d-5b057d947b1d"
      },
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "    _|    _|  _|    _|    _|_|_|    _|_|_|  _|_|_|  _|      _|    _|_|_|      _|_|_|_|    _|_|      _|_|_|  _|_|_|_|\n",
            "    _|    _|  _|    _|  _|        _|          _|    _|_|    _|  _|            _|        _|    _|  _|        _|\n",
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            "    _|    _|  _|    _|  _|    _|  _|    _|    _|    _|    _|_|  _|    _|      _|        _|    _|  _|        _|\n",
            "    _|    _|    _|_|      _|_|_|    _|_|_|  _|_|_|  _|      _|    _|_|_|      _|        _|    _|    _|_|_|  _|_|_|_|\n",
            "\n",
            "    To login, `huggingface_hub` requires a token generated from https://huggingface.co/settings/tokens .\n",
            "Enter your token (input will not be visible): \n",
            "Add token as git credential? (Y/n) n\n",
            "Token is valid (permission: fineGrained).\n",
            "Your token has been saved to /root/.cache/huggingface/token\n",
            "Login successful\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Hc9Ug-KqrNLo",
        "outputId": "9311042c-fd31-4cae-9da7-8a6bfa293648"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
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          ]
        }
      ],
      "source": [
        "!pip install gradio diffusers accelerate"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!python app.py"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "GcAIw-OCvcOg",
        "outputId": "b7a93e01-bfbc-4dee-9af1-49e90b762075"
      },
      "execution_count": 9,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "2024-06-13 04:07:08.431996: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
            "2024-06-13 04:07:08.432052: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
            "2024-06-13 04:07:08.434007: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n",
            "2024-06-13 04:07:08.444419: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.\n",
            "To enable the following instructions: AVX2 AVX512F FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.\n",
            "2024-06-13 04:07:09.940010: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT\n",
            "/usr/local/lib/python3.10/dist-packages/diffusers/models/transformers/transformer_2d.py:34: FutureWarning: `Transformer2DModelOutput` is deprecated and will be removed in version 1.0.0. Importing `Transformer2DModelOutput` from `diffusers.models.transformer_2d` is deprecated and this will be removed in a future version. Please use `from diffusers.models.modeling_outputs import Transformer2DModelOutput`, instead.\n",
            "  deprecate(\"Transformer2DModelOutput\", \"1.0.0\", deprecation_message)\n",
            "model_index.json: 100% 706/706 [00:00<00:00, 4.16MB/s]\n",
            "Traceback (most recent call last):\n",
            "  File \"/content/app.py\", line 8, in <module>\n",
            "    pipe = StableDiffusion3Pipeline.from_pretrained(model_name, torch_dtype=torch.float16, variant=\"fp16\").to(device)\n",
            "  File \"/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py\", line 114, in _inner_fn\n",
            "    return fn(*args, **kwargs)\n",
            "  File \"/usr/local/lib/python3.10/dist-packages/diffusers/pipelines/pipeline_utils.py\", line 702, in from_pretrained\n",
            "    cached_folder = cls.download(\n",
            "  File \"/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py\", line 114, in _inner_fn\n",
            "    return fn(*args, **kwargs)\n",
            "  File \"/usr/local/lib/python3.10/dist-packages/diffusers/pipelines/pipeline_utils.py\", line 1355, in download\n",
            "    deprecate(\"no variant default\", \"0.24.0\", deprecation_message, standard_warn=False)\n",
            "  File \"/usr/local/lib/python3.10/dist-packages/diffusers/utils/deprecation_utils.py\", line 18, in deprecate\n",
            "    raise ValueError(\n",
            "ValueError: The deprecation tuple ('no variant default', '0.24.0', \"You are trying to load the model files of the `variant=fp16`, but no such modeling files are available.The default model files: {'text_encoder/model.safetensors', 'text_encoder_2/model.safetensors', 'text_encoder_3/model-00002-of-00002.safetensors', 'text_encoder_3/model.safetensors.index.json', 'transformer/diffusion_pytorch_model.safetensors', 'text_encoder_3/model-00001-of-00002.safetensors', 'vae/diffusion_pytorch_model.safetensors'} will be loaded instead. Make sure to not load from `variant=fp16`if such variant modeling files are not available. Doing so will lead to an error in v0.24.0 as defaulting to non-variantmodeling files is deprecated.\") should be removed since diffusers' version 0.29.0 is >= 0.24.0\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!python test.py"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "rJiRrsiCvhMp",
        "outputId": "515de3f4-f602-496b-8edf-b45f90501e71"
      },
      "execution_count": 11,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "2024-06-13 04:08:15.869359: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
            "2024-06-13 04:08:15.869407: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
            "2024-06-13 04:08:15.870723: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n",
            "2024-06-13 04:08:15.877995: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.\n",
            "To enable the following instructions: AVX2 AVX512F FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.\n",
            "2024-06-13 04:08:17.070960: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT\n",
            "/usr/local/lib/python3.10/dist-packages/diffusers/models/transformers/transformer_2d.py:34: FutureWarning: `Transformer2DModelOutput` is deprecated and will be removed in version 1.0.0. Importing `Transformer2DModelOutput` from `diffusers.models.transformer_2d` is deprecated and this will be removed in a future version. Please use `from diffusers.models.modeling_outputs import Transformer2DModelOutput`, instead.\n",
            "  deprecate(\"Transformer2DModelOutput\", \"1.0.0\", deprecation_message)\n",
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            "Loading pipeline components...:  44% 4/9 [00:01<00:01,  2.62it/s]\n",
            "Loading checkpoint shards:   0% 0/2 [00:00<?, ?it/s]\u001b[A\n",
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            "Loading pipeline components...:  67% 6/9 [00:13<00:09,  3.09s/it]You set `add_prefix_space`. The tokenizer needs to be converted from the slow tokenizers\n",
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            "Traceback (most recent call last):\n",
            "  File \"/content/test.py\", line 5, in <module>\n",
            "    pipe = pipe.to(\"cuda\")\n",
            "  File \"/usr/local/lib/python3.10/dist-packages/diffusers/pipelines/pipeline_utils.py\", line 431, in to\n",
            "    module.to(device, dtype)\n",
            "  File \"/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py\", line 1173, in to\n",
            "    return self._apply(convert)\n",
            "  File \"/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py\", line 779, in _apply\n",
            "    module._apply(fn)\n",
            "  File \"/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py\", line 779, in _apply\n",
            "    module._apply(fn)\n",
            "  File \"/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py\", line 779, in _apply\n",
            "    module._apply(fn)\n",
            "  [Previous line repeated 1 more time]\n",
            "  File \"/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py\", line 804, in _apply\n",
            "    param_applied = fn(param)\n",
            "  File \"/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py\", line 1159, in convert\n",
            "    return t.to(\n",
            "torch.cuda.OutOfMemoryError: CUDA out of memory. Tried to allocate 20.00 MiB. GPU \n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!python app.py"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "znrP2B3Bv2xd",
        "outputId": "cc366ea2-1424-46fc-ebaa-39cdb1d54052"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "2024-06-13 04:12:11.441833: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
            "2024-06-13 04:12:11.441875: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
            "2024-06-13 04:12:11.443236: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n",
            "2024-06-13 04:12:11.450314: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.\n",
            "To enable the following instructions: AVX2 AVX512F FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.\n",
            "2024-06-13 04:12:12.460091: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT\n",
            "/usr/local/lib/python3.10/dist-packages/diffusers/models/transformers/transformer_2d.py:34: FutureWarning: `Transformer2DModelOutput` is deprecated and will be removed in version 1.0.0. Importing `Transformer2DModelOutput` from `diffusers.models.transformer_2d` is deprecated and this will be removed in a future version. Please use `from diffusers.models.modeling_outputs import Transformer2DModelOutput`, instead.\n",
            "  deprecate(\"Transformer2DModelOutput\", \"1.0.0\", deprecation_message)\n",
            "Loading pipeline components...:  56% 5/9 [00:03<00:02,  1.47it/s]You set `add_prefix_space`. The tokenizer needs to be converted from the slow tokenizers\n",
            "Loading pipeline components...:  78% 7/9 [00:04<00:01,  1.91it/s]\n",
            "Loading checkpoint shards:   0% 0/2 [00:00<?, ?it/s]\u001b[A\n",
            "Loading checkpoint shards:  50% 1/2 [00:04<00:04,  4.78s/it]\u001b[A\n",
            "Loading checkpoint shards: 100% 2/2 [00:09<00:00,  4.59s/it]\n",
            "Loading pipeline components...: 100% 9/9 [00:13<00:00,  1.52s/it]\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "IGZ_lggHx7Dh"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}