diff --git a/flax_stable_diffusion_videos.ipynb b/flax_stable_diffusion_videos.ipynb index 95ffcca..52a98df 100644 --- a/flax_stable_diffusion_videos.ipynb +++ b/flax_stable_diffusion_videos.ipynb @@ -7,7 +7,7 @@ "colab_type": "text" }, "source": [ - "\"Open" + "\"Open" ] }, { @@ -47,24 +47,126 @@ "source": [ "#@title Set up JAX\n", "#@markdown If you see an error, make sure you are using a TPU backend. Select `Runtime` in the menu above, then select the option \"Change runtime type\" and then select `TPU` under the `Hardware accelerator` setting.\n", - "!pip install --upgrade jax jaxlib \n", + "\n", + "# No upgrade, latest working version of Jax with Colab TPU is: 0.3.25\n", + "# !pip install --upgrade jax jaxlib \n", "\n", "import jax.tools.colab_tpu\n", "jax.tools.colab_tpu.setup_tpu('tpu_driver_20221011')\n", "\n", - "!pip install flax diffusers transformers ftfy\n", "jax.devices()" ], "metadata": { - "cellView": "form", - "id": "5EZdSq4HtmcE" + "id": "5EZdSq4HtmcE", + "outputId": "b8fcbfe0-e6a5-450d-86bf-51b7a61d4bd4", + "colab": { + "base_uri": "https://localhost:8080/" + } }, - "execution_count": null, - "outputs": [] + "execution_count": 1, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "[TpuDevice(id=0, process_index=0, coords=(0,0,0), core_on_chip=0),\n", + " TpuDevice(id=1, process_index=0, coords=(0,0,0), core_on_chip=1),\n", + " TpuDevice(id=2, process_index=0, coords=(1,0,0), core_on_chip=0),\n", + " TpuDevice(id=3, process_index=0, coords=(1,0,0), core_on_chip=1),\n", + " TpuDevice(id=4, process_index=0, coords=(0,1,0), core_on_chip=0),\n", + " TpuDevice(id=5, process_index=0, coords=(0,1,0), core_on_chip=1),\n", + " TpuDevice(id=6, process_index=0, coords=(1,1,0), core_on_chip=0),\n", + " TpuDevice(id=7, process_index=0, coords=(1,1,0), core_on_chip=1)]" + ] + }, + "metadata": {}, + "execution_count": 1 + } + ] }, { "cell_type": "code", - "execution_count": null, + "source": [ + "# Install with --no-deps because flax attempts to install jax>0.3.16 although we already have 0.3.25. \n", + "# Then it gets installed jax~=0.4 which is incompatible with Colab TPUs in our code\n", + "!pip install --no-deps flax==0.6.3" + ], + "metadata": { + "id": "7v8w73_fov0S", + "outputId": "0636077a-2c24-469f-e318-52ec8f0c7b62", + "colab": { + "base_uri": "https://localhost:8080/" + } + }, + "execution_count": 2, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n", + "Collecting flax==0.6.3\n", + " Downloading flax-0.6.3-py3-none-any.whl (197 kB)\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m197.4/197.4 kB\u001b[0m \u001b[31m5.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25hInstalling collected packages: flax\n", + " Attempting uninstall: flax\n", + " Found existing installation: flax 0.6.8\n", + " Uninstalling flax-0.6.8:\n", + " Successfully uninstalled flax-0.6.8\n", + "Successfully installed flax-0.6.3\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "!pip install diffusers==0.12.0" + ], + "metadata": { + "id": "YajrLWKWwijL", + "outputId": "82d691c9-2751-44e3-8470-0330ef056b71", + "colab": { + "base_uri": "https://localhost:8080/" + } + }, + "execution_count": 3, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n", + "Collecting diffusers==0.12.0\n", + " Downloading diffusers-0.12.0-py3-none-any.whl (604 kB)\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m604.0/604.0 kB\u001b[0m \u001b[31m3.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25hRequirement already satisfied: requests in /usr/local/lib/python3.9/dist-packages (from diffusers==0.12.0) (2.27.1)\n", + "Collecting huggingface-hub>=0.10.0\n", + " Downloading huggingface_hub-0.13.4-py3-none-any.whl (200 kB)\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m200.1/200.1 kB\u001b[0m \u001b[31m7.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25hRequirement already satisfied: filelock in /usr/local/lib/python3.9/dist-packages (from diffusers==0.12.0) (3.11.0)\n", + "Requirement already satisfied: 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/usr/local/lib/python3.9/dist-packages (from huggingface-hub>=0.10.0->diffusers==0.12.0) (23.0)\n", + "Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.9/dist-packages (from importlib-metadata->diffusers==0.12.0) (3.15.0)\n", + "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.9/dist-packages (from requests->diffusers==0.12.0) (2022.12.7)\n", + "Requirement already satisfied: urllib3<1.27,>=1.21.1 in /usr/local/lib/python3.9/dist-packages (from requests->diffusers==0.12.0) (1.26.15)\n", + "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.9/dist-packages (from requests->diffusers==0.12.0) (3.4)\n", + "Requirement already satisfied: charset-normalizer~=2.0.0 in /usr/local/lib/python3.9/dist-packages (from requests->diffusers==0.12.0) (2.0.12)\n", + "Installing collected packages: huggingface-hub, diffusers\n", + "Successfully installed diffusers-0.12.0 huggingface-hub-0.13.4\n" + ] + } + ] + }, + { + "cell_type": "code", + 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