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labmlai
GitHub Repository: labmlai/annotated_deep_learning_paper_implementations
Path: blob/master/translate_cache/diffusion/ddpm/evaluate.zh.json
4932 views
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{
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"<h1><a href=\"index.html\">Denoising Diffusion Probabilistic Models (DDPM)</a> evaluation/sampling</h1>\n<p>This is the code to generate images and create interpolations between given images.</p>\n": "<h1><a href=\"index.html\">\u53bb\u566a\u6269\u6563\u6982\u7387\u6a21\u578b (DDPM)</a> \u8bc4\u4f30/\u91c7\u6837</h1>\n<p>\u8fd9\u662f\u751f\u6210\u56fe\u50cf\u5e76\u5728\u7ed9\u5b9a\u56fe\u50cf\u4e4b\u95f4\u521b\u5efa\u63d2\u503c\u7684\u4ee3\u7801\u3002</p>\n",
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"<h2>Sampler class</h2>\n": "<h2>\u91c7\u6837\u5668\u7c7b</h2>\n",
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"<h4>Estimate <span translate=no>_^_0_^_</span></h4>\n<p><span translate=no>_^_1_^_</span></p>\n": "<h4>\u4f30\u8ba1<span translate=no>_^_0_^_</span></h4>\n<p><span translate=no>_^_1_^_</span></p>\n",
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"<h4>Generate images</h4>\n": "<h4>\u751f\u6210\u56fe\u50cf</h4>\n",
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"<h4>Interpolate two images <span translate=no>_^_0_^_</span> and <span translate=no>_^_1_^_</span> and make a video</h4>\n<ul><li><span translate=no>_^_2_^_</span> is <span translate=no>_^_3_^_</span> </li>\n<li><span translate=no>_^_4_^_</span> is <span translate=no>_^_5_^_</span> </li>\n<li><span translate=no>_^_6_^_</span> is the number of frames for the image </li>\n<li><span translate=no>_^_7_^_</span> is <span translate=no>_^_8_^_</span> </li>\n<li><span translate=no>_^_9_^_</span> specifies whether to make a video or to show each frame</li></ul>\n": "<h4>\u63d2\u503c\u4e24\u5f20\u56fe\u50cf<span translate=no>_^_0_^_</span><span translate=no>_^_1_^_</span>\u7136\u540e\u5236\u4f5c\u89c6\u9891</h4>\n<ul><li><span translate=no>_^_2_^_</span>\u662f<span translate=no>_^_3_^_</span></li>\n<li><span translate=no>_^_4_^_</span>\u662f<span translate=no>_^_5_^_</span></li>\n<li><span translate=no>_^_6_^_</span>\u662f\u56fe\u50cf\u7684\u5e27\u6570</li>\n<li><span translate=no>_^_7_^_</span>\u662f<span translate=no>_^_8_^_</span></li>\n<li><span translate=no>_^_9_^_</span>\u6307\u5b9a\u662f\u5236\u4f5c\u89c6\u9891\u8fd8\u662f\u663e\u793a\u6bcf\u4e00\u5e27</li></ul>\n",
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"<h4>Interpolate two images <span translate=no>_^_0_^_</span> and <span translate=no>_^_1_^_</span></h4>\n<p>We get <span translate=no>_^_2_^_</span> and <span translate=no>_^_3_^_</span>.</p>\n<p>Then interpolate to <span translate=no>_^_4_^_</span></p>\n<p>Then get <span translate=no>_^_5_^_</span></p>\n<ul><li><span translate=no>_^_6_^_</span> is <span translate=no>_^_7_^_</span> </li>\n<li><span translate=no>_^_8_^_</span> is <span translate=no>_^_9_^_</span> </li>\n<li><span translate=no>_^_10_^_</span> is <span translate=no>_^_11_^_</span> </li>\n<li><span translate=no>_^_12_^_</span> is <span translate=no>_^_13_^_</span></li></ul>\n": "<h4>\u63d2\u503c\u4e24\u5f20\u56fe\u50cf<span translate=no>_^_0_^_</span>\u548c<span translate=no>_^_1_^_</span></h4>\n<p>\u6211\u4eec\u5f97\u5230<span translate=no>_^_2_^_</span>\u548c<span translate=no>_^_3_^_</span>\u3002</p>\n<p>\u7136\u540e\u63d2\u5165<span translate=no>_^_4_^_</span></p>\n<p>\u7136\u540e\u5f97\u5230<span translate=no>_^_5_^_</span></p>\n<ul><li><span translate=no>_^_6_^_</span>\u662f<span translate=no>_^_7_^_</span></li>\n<li><span translate=no>_^_8_^_</span>\u662f<span translate=no>_^_9_^_</span></li>\n<li><span translate=no>_^_10_^_</span>\u662f<span translate=no>_^_11_^_</span></li>\n</ul><li><span translate=no>_^_12_^_</span>\u662f<span translate=no>_^_13_^_</span></li>\n",
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"<h4>Sample an image step-by-step using <span translate=no>_^_0_^_</span></h4>\n<p>We sample an image step-by-step using <span translate=no>_^_1_^_</span> and at each step show the estimate <span translate=no>_^_2_^_</span></p>\n": "<h4>\u4f7f\u7528\u9010\u6b65\u5bf9\u56fe\u50cf\u8fdb\u884c\u91c7\u6837<span translate=no>_^_0_^_</span></h4>\n<p>\u6211\u4eec\u4f7f\u7528\u9010\u6b65\u5bf9\u56fe\u50cf\u8fdb\u884c\u91c7\u6837\uff0c<span translate=no>_^_1_^_</span>\u5e76\u5728\u6bcf\u4e00\u6b65\u663e\u793a\u4f30\u7b97\u503c<span translate=no>_^_2_^_</span></p>\n",
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"<h4>Sample an image using <span translate=no>_^_0_^_</span></h4>\n<ul><li><span translate=no>_^_1_^_</span> is <span translate=no>_^_2_^_</span> </li>\n<li><span translate=no>_^_3_^_</span> is <span translate=no>_^_4_^_</span></li></ul>\n": "<h4>\u4f7f\u7528\u5bf9\u56fe\u50cf\u8fdb\u884c\u91c7\u6837<span translate=no>_^_0_^_</span></h4>\n<ul><li><span translate=no>_^_1_^_</span>\u662f<span translate=no>_^_2_^_</span></li>\n</ul><li><span translate=no>_^_3_^_</span>\u662f<span translate=no>_^_4_^_</span></li>\n",
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"<h4>Sample from <span translate=no>_^_0_^_</span></h4>\n<span translate=no>_^_1_^_</span>": "<h4>\u6837\u672c\u6765\u81ea<span translate=no>_^_0_^_</span></h4>\n<span translate=no>_^_1_^_</span>",
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"<p> </p>\n": "<p></p>\n",
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"<p>20 second video </p>\n": "<p>20 \u79d2\u89c6\u9891</p>\n",
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"<p><a href=\"utils.html\">gather</a> <span translate=no>_^_0_^_</span> </p>\n": "<p><a href=\"utils.html\">\u6536\u96c6</a><span translate=no>_^_0_^_</span></p>\n",
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"<p><span translate=no>_^_0_^_</span> </p>\n": "<p><span translate=no>_^_0_^_</span></p>\n",
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"<p><span translate=no>_^_0_^_</span> in a tensor </p>\n": "<p><span translate=no>_^_0_^_</span>\u5728\u5f20\u91cf\u4e2d</p>\n",
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"<p><span translate=no>_^_0_^_</span> tensor </p>\n": "<p><span translate=no>_^_0_^_</span>\u5f20\u91cf</p>\n",
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"<p>Add batch dimension </p>\n": "<p>\u6dfb\u52a0\u6279\u91cf\u7ef4\u5ea6</p>\n",
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"<p>Add each image </p>\n": "<p>\u6dfb\u52a0\u6bcf\u5f20\u56fe\u7247</p>\n",
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"<p>Add to frames </p>\n": "<p>\u6dfb\u52a0\u5230\u76f8\u6846</p>\n",
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"<p>Create an interpolation animation </p>\n": "<p>\u521b\u5efa\u63d2\u503c\u52a8\u753b</p>\n",
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"<p>Create configs </p>\n": "<p>\u521b\u5efa\u914d\u7f6e</p>\n",
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"<p>Create sampler </p>\n": "<p>\u521b\u5efa\u91c7\u6837\u5668</p>\n",
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"<p>Frames for video </p>\n": "<p>\u7528\u4e8e\u89c6\u9891\u7684\u5e27</p>\n",
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"<p>Generate samples </p>\n": "<p>\u751f\u6210\u6837\u672c</p>\n",
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"<p>Get <span translate=no>_^_0_^_</span> and add to frames </p>\n": "<p>\u83b7\u53d6<span translate=no>_^_0_^_</span>\u5e76\u6dfb\u52a0\u5230\u5e27</p>\n",
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"<p>Get frames with different <span translate=no>_^_0_^_</span> </p>\n": "<p>\u83b7\u53d6\u4e0d\u540c\u7684\u5e27<span translate=no>_^_0_^_</span></p>\n",
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"<p>Get some images fro data </p>\n": "<p>\u4ece\u6570\u636e\u4e2d\u83b7\u53d6\u4e00\u4e9b\u56fe\u50cf</p>\n",
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"<p>Helper function to create a video </p>\n": "<p>\u521b\u5efa\u89c6\u9891\u7684\u52a9\u624b\u51fd\u6570</p>\n",
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"<p>Helper function to display an image </p>\n": "<p>\u663e\u793a\u56fe\u50cf\u7684\u8f85\u52a9\u51fd\u6570</p>\n",
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"<p>Initialize </p>\n": "<p>\u521d\u59cb\u5316</p>\n",
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"<p>Interval to log <span translate=no>_^_0_^_</span> </p>\n": "<p>\u8bb0\u5f55\u95f4\u9694<span translate=no>_^_0_^_</span></p>\n",
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"<p>Iterate until <span translate=no>_^_0_^_</span> steps </p>\n": "<p>\u8fed\u4ee3\u76f4\u81f3<span translate=no>_^_0_^_</span>\u6b65\u9aa4</p>\n",
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"<p>Load custom configuration of the training run </p>\n": "<p>\u52a0\u8f7d\u8bad\u7ec3\u8fd0\u884c\u7684\u81ea\u5b9a\u4e49\u914d\u7f6e</p>\n",
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"<p>Load training experiment </p>\n": "<p>\u8d1f\u8377\u8bad\u7ec3\u5b9e\u9a8c</p>\n",
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"<p>Make video </p>\n": "<p>\u5236\u4f5c\u89c6\u9891</p>\n",
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"<p>No gradients </p>\n": "<p>\u6ca1\u6709\u6e10\u53d8</p>\n",
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"<p>Number of sampels </p>\n": "<p>\u6837\u672c\u6570\u91cf</p>\n",
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"<p>Number of samples </p>\n": "<p>\u6837\u672c\u6570\u91cf</p>\n",
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"<p>Return <span translate=no>_^_0_^_</span> </p>\n": "<p>\u8fd4\u56de<span translate=no>_^_0_^_</span></p>\n",
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"<p>Sample </p>\n": "<p>\u6837\u672c</p>\n",
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"<p>Sample <span translate=no>_^_0_^_</span> steps </p>\n": "<p><span translate=no>_^_0_^_</span>\u6b65\u9aa4\u793a\u4f8b</p>\n",
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"<p>Sample an image with an denoising animation </p>\n": "<p>\u4f7f\u7528\u964d\u566a\u52a8\u753b\u5bf9\u56fe\u50cf\u8fdb\u884c\u91c7\u6837</p>\n",
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"<p>Sample from <span translate=no>_^_0_^_</span> </p>\n": "<p>\u6837\u672c\u6765\u81ea<span translate=no>_^_0_^_</span></p>\n",
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"<p>Set PyTorch modules for saving and loading </p>\n": "<p>\u8bbe\u7f6e\u7528\u4e8e\u4fdd\u5b58\u548c\u52a0\u8f7d\u7684 PyTorch \u6a21\u5757</p>\n",
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"<p>Set configurations </p>\n": "<p>\u8bbe\u7f6e\u914d\u7f6e</p>\n",
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"<p>Show frame </p>\n": "<p>\u663e\u793a\u6846\u67b6</p>\n",
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"<p>Show images </p>\n": "<p>\u663e\u793a\u56fe\u7247</p>\n",
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"<p>Show original images </p>\n": "<p>\u663e\u793a\u539f\u59cb\u56fe\u50cf</p>\n",
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"<p>Start an evaluation </p>\n": "<p>\u5f00\u59cb\u8bc4\u4f30</p>\n",
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"<p>Start evaluation </p>\n": "<p>\u5f00\u59cb\u8bc4\u4f30</p>\n",
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"<p>To calculate</p>\n<span translate=no>_^_0_^_</span><p> </p>\n": "<p>\u8981\u8ba1\u7b97</p>\n<span translate=no>_^_0_^_</span><p></p>\n",
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"<p>Training experiment run UUID </p>\n": "<p>\u8bad\u7ec3\u5b9e\u9a8c\u8fd0\u884c UUID</p>\n",
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"<ul><li><span translate=no>_^_0_^_</span> is the <span translate=no>_^_1_^_</span> instance </li>\n<li><span translate=no>_^_2_^_</span> is the number of channels in the image </li>\n<li><span translate=no>_^_3_^_</span> is the image size </li>\n<li><span translate=no>_^_4_^_</span> is the device of the model</li></ul>\n": "<ul><li><span translate=no>_^_0_^_</span>\u662f\u8fd9\u4e2a\u5b9e<span translate=no>_^_1_^_</span>\u4f8b</li>\n<li><span translate=no>_^_2_^_</span>\u662f\u56fe\u50cf\u4e2d\u7684\u901a\u9053\u6570</li>\n<li><span translate=no>_^_3_^_</span>\u662f\u56fe\u50cf\u5927\u5c0f</li>\n<li><span translate=no>_^_4_^_</span>\u662f\u8be5\u578b\u53f7\u7684\u8bbe\u5907</li></ul>\n",
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"Code to generate samples from a trained Denoising Diffusion Probabilistic Model.": "\u4ece\u7ecf\u8fc7\u8bad\u7ec3\u7684\u964d\u566a\u6269\u6563\u6982\u7387\u6a21\u578b\u751f\u6210\u6837\u672c\u7684\u4ee3\u7801\u3002",
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"Denoising Diffusion Probabilistic Models (DDPM) evaluation/sampling": "\u53bb\u566a\u6269\u6563\u6982\u7387\u6a21\u578b (DDPM) \u8bc4\u4f30/\u91c7\u6837"
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}
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