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1 changed files with 8 additions and 5 deletions
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@ -34,6 +34,7 @@ import { writeStream } from "../stream";
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* actively trigger a download until the returned function is called.
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*
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* @param modelName The name of the model to download.
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*
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* @param modelByteSize The size in bytes that we expect the model to have. If
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* the size of the downloaded model does not match the expected size, then we
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* will redownload it.
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@ -99,13 +100,15 @@ const downloadModel = async (saveLocation: string, name: string) => {
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// `mkdir -p` the directory where we want to save the model.
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const saveDir = path.dirname(saveLocation);
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await fs.mkdir(saveDir, { recursive: true });
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// Download
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// Download.
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log.info(`Downloading ML model from ${name}`);
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const url = `https://models.ente.io/${name}`;
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const res = await net.fetch(url);
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if (!res.ok) throw new Error(`Failed to fetch ${url}: HTTP ${res.status}`);
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// Save
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await writeStream(saveLocation, res.body);
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const body = res.body;
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if (!body) throw new Error(`Received an null response for ${url}`);
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// Save.
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await writeStream(saveLocation, body);
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log.info(`Downloaded CLIP model ${name}`);
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};
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@ -114,9 +117,9 @@ const downloadModel = async (saveLocation: string, name: string) => {
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*/
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const createInferenceSession = async (modelPath: string) => {
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return await ort.InferenceSession.create(modelPath, {
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// Restrict the number of threads to 1
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// Restrict the number of threads to 1.
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intraOpNumThreads: 1,
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// Be more conservative with RAM usage
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// Be more conservative with RAM usage.
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enableCpuMemArena: false,
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});
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};
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