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        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Requirement already satisfied: torch in /usr/local/lib/python3.10/dist-packages (2.3.0+cu121)\n",
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            "Requirement already satisfied: transformers in /usr/local/lib/python3.10/dist-packages (4.41.2)\n",
            "Requirement already satisfied: pillow in /usr/local/lib/python3.10/dist-packages (9.4.0)\n",
            "Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from torch) (3.15.1)\n",
            "Requirement already satisfied: typing-extensions>=4.8.0 in /usr/local/lib/python3.10/dist-packages (from torch) (4.12.2)\n",
            "Requirement already satisfied: sympy in /usr/local/lib/python3.10/dist-packages (from torch) (1.12.1)\n",
            "Requirement already satisfied: networkx in /usr/local/lib/python3.10/dist-packages (from torch) (3.3)\n",
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            "Requirement already satisfied: fsspec in /usr/local/lib/python3.10/dist-packages (from torch) (2023.6.0)\n",
            "Collecting nvidia-cuda-nvrtc-cu12==12.1.105 (from torch)\n",
            "  Using cached nvidia_cuda_nvrtc_cu12-12.1.105-py3-none-manylinux1_x86_64.whl (23.7 MB)\n",
            "Collecting nvidia-cuda-runtime-cu12==12.1.105 (from torch)\n",
            "  Using cached nvidia_cuda_runtime_cu12-12.1.105-py3-none-manylinux1_x86_64.whl (823 kB)\n",
            "Collecting nvidia-cuda-cupti-cu12==12.1.105 (from torch)\n",
            "  Using cached nvidia_cuda_cupti_cu12-12.1.105-py3-none-manylinux1_x86_64.whl (14.1 MB)\n",
            "Collecting nvidia-cudnn-cu12==8.9.2.26 (from torch)\n",
            "  Using cached nvidia_cudnn_cu12-8.9.2.26-py3-none-manylinux1_x86_64.whl (731.7 MB)\n",
            "Collecting nvidia-cublas-cu12==12.1.3.1 (from torch)\n",
            "  Using cached nvidia_cublas_cu12-12.1.3.1-py3-none-manylinux1_x86_64.whl (410.6 MB)\n",
            "Collecting nvidia-cufft-cu12==11.0.2.54 (from torch)\n",
            "  Using cached nvidia_cufft_cu12-11.0.2.54-py3-none-manylinux1_x86_64.whl (121.6 MB)\n",
            "Collecting nvidia-curand-cu12==10.3.2.106 (from torch)\n",
            "  Using cached nvidia_curand_cu12-10.3.2.106-py3-none-manylinux1_x86_64.whl (56.5 MB)\n",
            "Collecting nvidia-cusolver-cu12==11.4.5.107 (from torch)\n",
            "  Using cached nvidia_cusolver_cu12-11.4.5.107-py3-none-manylinux1_x86_64.whl (124.2 MB)\n",
            "Collecting nvidia-cusparse-cu12==12.1.0.106 (from torch)\n",
            "  Using cached nvidia_cusparse_cu12-12.1.0.106-py3-none-manylinux1_x86_64.whl (196.0 MB)\n",
            "Collecting nvidia-nccl-cu12==2.20.5 (from torch)\n",
            "  Using cached nvidia_nccl_cu12-2.20.5-py3-none-manylinux2014_x86_64.whl (176.2 MB)\n",
            "Collecting nvidia-nvtx-cu12==12.1.105 (from torch)\n",
            "  Using cached nvidia_nvtx_cu12-12.1.105-py3-none-manylinux1_x86_64.whl (99 kB)\n",
            "Requirement already satisfied: triton==2.3.0 in /usr/local/lib/python3.10/dist-packages (from torch) (2.3.0)\n",
            "Collecting nvidia-nvjitlink-cu12 (from nvidia-cusolver-cu12==11.4.5.107->torch)\n",
            "  Downloading nvidia_nvjitlink_cu12-12.5.40-py3-none-manylinux2014_x86_64.whl (21.3 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m21.3/21.3 MB\u001b[0m \u001b[31m31.1 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 torchvision) (1.25.2)\n",
            "Requirement already satisfied: huggingface-hub<1.0,>=0.23.0 in /usr/local/lib/python3.10/dist-packages (from transformers) (0.23.4)\n",
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            "Requirement already satisfied: requests in /usr/local/lib/python3.10/dist-packages (from transformers) (2.31.0)\n",
            "Requirement already satisfied: tokenizers<0.20,>=0.19 in /usr/local/lib/python3.10/dist-packages (from transformers) (0.19.1)\n",
            "Requirement already satisfied: safetensors>=0.4.1 in /usr/local/lib/python3.10/dist-packages (from transformers) (0.4.3)\n",
            "Requirement already satisfied: tqdm>=4.27 in /usr/local/lib/python3.10/dist-packages (from transformers) (4.66.4)\n",
            "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from jinja2->torch) (2.1.5)\n",
            "Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests->transformers) (3.3.2)\n",
            "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests->transformers) (3.7)\n",
            "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests->transformers) (2.0.7)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests->transformers) (2024.6.2)\n",
            "Requirement already satisfied: mpmath<1.4.0,>=1.1.0 in /usr/local/lib/python3.10/dist-packages (from sympy->torch) (1.3.0)\n",
            "Installing collected packages: nvidia-nvtx-cu12, nvidia-nvjitlink-cu12, nvidia-nccl-cu12, nvidia-curand-cu12, nvidia-cufft-cu12, nvidia-cuda-runtime-cu12, nvidia-cuda-nvrtc-cu12, nvidia-cuda-cupti-cu12, nvidia-cublas-cu12, nvidia-cusparse-cu12, nvidia-cudnn-cu12, nvidia-cusolver-cu12\n",
            "Successfully installed nvidia-cublas-cu12-12.1.3.1 nvidia-cuda-cupti-cu12-12.1.105 nvidia-cuda-nvrtc-cu12-12.1.105 nvidia-cuda-runtime-cu12-12.1.105 nvidia-cudnn-cu12-8.9.2.26 nvidia-cufft-cu12-11.0.2.54 nvidia-curand-cu12-10.3.2.106 nvidia-cusolver-cu12-11.4.5.107 nvidia-cusparse-cu12-12.1.0.106 nvidia-nccl-cu12-2.20.5 nvidia-nvjitlink-cu12-12.5.40 nvidia-nvtx-cu12-12.1.105\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_token.py:89: UserWarning: \n",
            "The secret `HF_TOKEN` does not exist in your Colab secrets.\n",
            "To authenticate with the Hugging Face Hub, create a token in your settings tab (https://huggingface.co/settings/tokens), set it as secret in your Google Colab and restart your session.\n",
            "You will be able to reuse this secret in all of your notebooks.\n",
            "Please note that authentication is recommended but still optional to access public models or datasets.\n",
            "  warnings.warn(\n"
          ]
        },
        {
          "output_type": "display_data",
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        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Downloading https://www.cs.toronto.edu/~kriz/cifar-10-python.tar.gz to ./data/cifar-10-python.tar.gz\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "100%|██████████| 170498071/170498071 [00:02<00:00, 77283439.05it/s]\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Extracting ./data/cifar-10-python.tar.gz to ./data\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1200x300 with 4 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "# Step 1: Install necessary packages\n",
        "!pip install torch torchvision transformers pillow\n",
        "\n",
        "# Step 2: Import Libraries\n",
        "import torch\n",
        "from transformers import CLIPProcessor, CLIPModel\n",
        "from torchvision import datasets, transforms\n",
        "from PIL import Image\n",
        "import matplotlib.pyplot as plt\n",
        "\n",
        "# Load the pretrained CLIP model and processor\n",
        "model = CLIPModel.from_pretrained(\"openai/clip-vit-base-patch32\")\n",
        "processor = CLIPProcessor.from_pretrained(\"openai/clip-vit-base-patch32\")\n",
        "\n",
        "# Step 3: Load and preprocess the dataset (using CIFAR-10 for this example)\n",
        "transform = transforms.Compose([\n",
        "    transforms.Resize((224, 224)),\n",
        "    transforms.ToTensor(),\n",
        "    transforms.Normalize((0.5, 0.5, 0.5), (0.5, 0.5, 0.5)),\n",
        "])\n",
        "\n",
        "# Download CIFAR-10 dataset\n",
        "dataset = datasets.CIFAR10(root='./data', train=False, download=True, transform=transform)\n",
        "\n",
        "# Get a few samples from the dataset\n",
        "dataloader = torch.utils.data.DataLoader(dataset, batch_size=4, shuffle=True)\n",
        "\n",
        "# Step 4: Define text prompts for zero-shot classification\n",
        "text_prompts = [\"a photo of a cat\", \"a photo of a dog\", \"a photo of a horse\", \"a photo of a car\", \"a photo of a plane\"]\n",
        "\n",
        "# Tokenize text prompts\n",
        "inputs = processor(text=text_prompts, return_tensors=\"pt\", padding=True)\n",
        "\n",
        "# Perform zero-shot classification\n",
        "model.eval()\n",
        "with torch.no_grad():\n",
        "    for images, _ in dataloader:\n",
        "        # Preprocess images\n",
        "        images = images * 0.5 + 0.5  # Unnormalize images for visualization\n",
        "\n",
        "        # Encode images and text\n",
        "        image_features = model.get_image_features(pixel_values=images)\n",
        "        text_features = model.get_text_features(**inputs)\n",
        "\n",
        "        # Compute similarity scores\n",
        "        image_features /= image_features.norm(dim=-1, keepdim=True)\n",
        "        text_features /= text_features.norm(dim=-1, keepdim=True)\n",
        "        similarity = image_features @ text_features.T\n",
        "\n",
        "        # Get the labels with the highest similarity scores\n",
        "        labels = similarity.argmax(dim=-1).cpu().numpy()\n",
        "\n",
        "        # Display the images and their predicted labels\n",
        "        fig, axs = plt.subplots(1, 4, figsize=(12, 3))\n",
        "        for i, ax in enumerate(axs):\n",
        "            ax.imshow(transforms.ToPILImage()(images[i]))\n",
        "            ax.set_title(text_prompts[labels[i]])\n",
        "            ax.axis('off')\n",
        "        plt.show()\n",
        "\n",
        "        break  # Only process one batch for this example\n"
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "Tb3CBKp6goP8"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}