{ "cells": [ { "cell_type": "code", "execution_count": 127, "id": "b451ab22", "metadata": {}, "outputs": [], "source": [ "import torch\n", "import random\n", "import numpy as np\n", "from PIL import Image\n", "from datasets import load_dataset\n", "from diffusers import AutoencoderKL" ] }, { "cell_type": "code", "execution_count": 3, "id": "324cef44", "metadata": {}, "outputs": [], "source": [ "vae = AutoencoderKL.from_pretrained('../vae_model')" ] }, { "cell_type": "code", "execution_count": 177, "id": "da55ce79", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "FrozenDict([('in_channels', 3),\n", " ('out_channels', 3),\n", " ('down_block_types',\n", " ['DownEncoderBlock2D',\n", " 'DownEncoderBlock2D',\n", " 'DownEncoderBlock2D']),\n", " ('up_block_types',\n", " ['UpDecoderBlock2D', 'UpDecoderBlock2D', 'UpDecoderBlock2D']),\n", " ('block_out_channels', [128, 256, 512]),\n", " ('layers_per_block', 2),\n", " ('act_fn', 'silu'),\n", " ('latent_channels', 3),\n", " ('norm_num_groups', 32),\n", " ('sample_size', 256),\n", " ('_class_name', 'AutoencoderKL'),\n", " ('_diffusers_version', '0.4.1'),\n", " ('_name_or_path', '../vae_model')])" ] }, "execution_count": 177, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vae.config" ] }, { "cell_type": "code", "execution_count": 8, "id": "5fea99ff", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING:datasets.builder:Using custom data configuration teticio--audio-diffusion-256-90642b08dc2c6e33\n", "WARNING:datasets.builder:Found cached dataset parquet (/home/teticio/.cache/huggingface/datasets/teticio___parquet/teticio--audio-diffusion-256-90642b08dc2c6e33/0.0.0/2a3b91fbd88a2c90d1dbbb32b460cf621d31bd5b05b934492fdef7d8d6f236ec)\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "78a68b8f25474aaa943857768bfa7341", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/1 [00:00" ] }, "execution_count": 166, "metadata": {}, "output_type": "execute_result" } ], "source": [ "image = random.choice(ds['train'])['image']\n", "image" ] }, { "cell_type": "code", "execution_count": 174, "id": "d123f8a0", "metadata": {}, "outputs": [], "source": [ "# encode\n", "input_image = np.frombuffer(image.convert('RGB').tobytes(), dtype=\"uint8\").reshape(\n", " (image.height, image.width, 3))\n", "input_image = ((input_image / 255) * 2 - 1).transpose(2, 0, 1)\n", "latents = vae.encode(torch.tensor([input_image], dtype=torch.float32)).latent_dist.sample()" ] }, { "cell_type": "code", "execution_count": 176, "id": "482c458f", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 176, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# decode\n", "output_image = vae.decode(latents)['sample']\n", "output_image = torch.clamp(output_image, -1., 1.)\n", "output_image = (output_image + 1.0) / 2.0 # -1,1 -> 0,1; c,h,w\n", "output_image = (output_image.detach().cpu().numpy() *\n", " 255).round().astype(\"uint8\").transpose(0, 2, 3, 1)[0]\n", "Image.fromarray(output_image)" ] }, { "cell_type": "code", "execution_count": null, "id": "f10db020", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "huggingface", "language": "python", "name": "huggingface" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.6" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": false } }, "nbformat": 4, "nbformat_minor": 5 }