diff --git a/browser/components/urlbar/private/MLSuggest.sys.mjs b/browser/components/urlbar/private/MLSuggest.sys.mjs index cc95f31d0a94..91498a5e9024 100644 --- a/browser/components/urlbar/private/MLSuggest.sys.mjs +++ b/browser/components/urlbar/private/MLSuggest.sys.mjs @@ -13,24 +13,6 @@ ChromeUtils.defineESModuleGetters(lazy, { UrlbarPrefs: "resource:///modules/UrlbarPrefs.sys.mjs", }); -/** - * These INTENT_OPTIONS and NER_OPTIONS will go to remote setting server and depends - * on https://bugzilla.mozilla.org/show_bug.cgi?id=1923553 - */ -const INTENT_OPTIONS = { - taskName: "text-classification", - featureId: "suggest-intent-classification", - engineId: "ml-suggest-intent", - timeoutMS: -1, -}; - -const NER_OPTIONS = { - taskName: "token-classification", - featureId: "suggest-NER", - engineId: "ml-suggest-ner", - timeoutMS: -1, -}; - // List of prepositions used in subject cleaning. const PREPOSITIONS = ["in", "at", "on", "for", "to", "near"]; @@ -42,6 +24,20 @@ const PREPOSITIONS = ["in", "at", "on", "for", "to", "near"]; class _MLSuggest { #modelEngines = {}; + INTENT_OPTIONS = { + taskName: "text-classification", + featureId: "suggest-intent-classification", + engineId: "ml-suggest-intent", + timeoutMS: -1, + }; + + NER_OPTIONS = { + taskName: "token-classification", + featureId: "suggest-NER", + engineId: "ml-suggest-ner", + timeoutMS: -1, + }; + // Helper to wrap createEngine for testing purpose createEngine(args) { return lazy.createEngine(args); @@ -52,8 +48,8 @@ class _MLSuggest { */ async initialize() { await Promise.all([ - this.#initializeModelEngine(INTENT_OPTIONS), - this.#initializeModelEngine(NER_OPTIONS), + this.#initializeModelEngine(this.INTENT_OPTIONS), + this.#initializeModelEngine(this.NER_OPTIONS), ]); } @@ -99,10 +95,10 @@ class _MLSuggest { ); return { - intent: intentRes, + intent: intentRes[0].label, location: locationResVal, subject: this.#findSubjectFromQuery(query, locationResVal), - metrics: this.#sumObjectsByKey(intentRes.metrics, nerResult.metrics), + metrics: { intent: intentRes.metrics, ner: nerResult.metrics }, }; } @@ -142,11 +138,12 @@ class _MLSuggest { * The user's input query. * @param {object} options * The options for the engine pipeline - * @returns {string|null} - * The predicted intent label or null if the model is not initialized. + * @returns {object[] | null} + * The intent results or null if the model is not initialized. */ async _findIntent(query, options = {}) { - const engineIntentClassifier = this.#modelEngines[INTENT_OPTIONS.engineId]; + const engineIntentClassifier = + this.#modelEngines[this.INTENT_OPTIONS.engineId]; if (!engineIntentClassifier) { return null; } @@ -160,12 +157,11 @@ class _MLSuggest { } catch (error) { // engine could timeout or fail, so remove that from cache // and reinitialize - this.#modelEngines[INTENT_OPTIONS.engineId] = null; - this.#initializeModelEngine(INTENT_OPTIONS); + this.#modelEngines[this.INTENT_OPTIONS.engineId] = null; + this.#initializeModelEngine(this.INTENT_OPTIONS); return null; } - // Return the first label from the result - return res[0].label; + return res; } /** @@ -180,14 +176,14 @@ class _MLSuggest { * The NER results or null if the model is not initialized. */ async _findNER(query, options = {}) { - const engineNER = this.#modelEngines[NER_OPTIONS.engineId]; + const engineNER = this.#modelEngines[this.NER_OPTIONS.engineId]; try { return engineNER?.run({ args: [query], options }); } catch (error) { // engine could timeout or fail, so remove that from cache // and reinitialize - this.#modelEngines[NER_OPTIONS.engineId] = null; - this.#initializeModelEngine(NER_OPTIONS); + this.#modelEngines[this.NER_OPTIONS.engineId] = null; + this.#initializeModelEngine(this.NER_OPTIONS); return null; } } @@ -307,17 +303,6 @@ class _MLSuggest { } return subject; } - - #sumObjectsByKey(...objs) { - return objs.reduce((a, b) => { - for (let k in b) { - if (b.hasOwnProperty(k)) { - a[k] = (a[k] || 0) + b[k]; - } - } - return a; - }, {}); - } } // Export the singleton instance diff --git a/python/mozperftest/perfdocs/config.yml b/python/mozperftest/perfdocs/config.yml index ce2c98c3a6d2..acb99c238ed6 100644 --- a/python/mozperftest/perfdocs/config.yml +++ b/python/mozperftest/perfdocs/config.yml @@ -59,6 +59,7 @@ suites: tests: "ML Test Model": "" "ML Test Multi Model": "" + "ML Suggest Inference Model": "" "ML Suggest Intent Model": "" "ML Suggest NER Model": "" diff --git a/taskcluster/kinds/perftest/linux.yml b/taskcluster/kinds/perftest/linux.yml index c42515305046..52908bcae187 100644 --- a/taskcluster/kinds/perftest/linux.yml +++ b/taskcluster/kinds/perftest/linux.yml @@ -444,3 +444,79 @@ ml-multi-perf: --flavor mochitest --output $MOZ_FETCHES_DIR/../artifacts toolkit/components/ml/tests/browser/browser_ml_engine_multi_perf.js + +ml-perf-suggest-inf: + fetches: + fetch: + - ort.wasm + - ort.jsep.wasm + - ort-training.wasm + - mozilla-ner + - mozilla-intent + description: Run ML Suggest Inference Model + treeherder: + symbol: perftest(linux-ml-perf-suggest-inf) + tier: 2 + attributes: + batch: false + cron: false + run-on-projects: [] + run: + command: >- + mkdir -p $MOZ_FETCHES_DIR/../artifacts && + cd $MOZ_FETCHES_DIR && + python3 python/mozperftest/mozperftest/runner.py + --mochitest-binary ${MOZ_FETCHES_DIR}/firefox/firefox-bin + --flavor mochitest + --output $MOZ_FETCHES_DIR/../artifacts + toolkit/components/ml/tests/browser/browser_ml_suggest_inference.js + +ml-perf-suggest-int: + fetches: + fetch: + - ort.wasm + - ort.jsep.wasm + - ort-training.wasm + - mozilla-intent + description: Run ML Suggest Intent Model + treeherder: + symbol: perftest(linux-ml-perf-suggest-int) + tier: 2 + attributes: + batch: false + cron: false + run-on-projects: [] + run: + command: >- + mkdir -p $MOZ_FETCHES_DIR/../artifacts && + cd $MOZ_FETCHES_DIR && + python3 python/mozperftest/mozperftest/runner.py + --mochitest-binary ${MOZ_FETCHES_DIR}/firefox/firefox-bin + --flavor mochitest + --output $MOZ_FETCHES_DIR/../artifacts + toolkit/components/ml/tests/browser/browser_ml_suggest_intent_perf.js + +ml-perf-suggest-ner: + fetches: + fetch: + - ort.wasm + - ort.jsep.wasm + - ort-training.wasm + - mozilla-ner + description: Run ML Suggest NER Model + treeherder: + symbol: perftest(linux-ml-perf-suggest-ner) + tier: 2 + attributes: + batch: false + cron: false + run-on-projects: [] + run: + command: >- + mkdir -p $MOZ_FETCHES_DIR/../artifacts && + cd $MOZ_FETCHES_DIR && + python3 python/mozperftest/mozperftest/runner.py + --mochitest-binary ${MOZ_FETCHES_DIR}/firefox/firefox-bin + --flavor mochitest + --output $MOZ_FETCHES_DIR/../artifacts + toolkit/components/ml/tests/browser/browser_ml_suggest_ner_perf.js diff --git a/taskcluster/kinds/perftest/macosx.yml b/taskcluster/kinds/perftest/macosx.yml index b65aeba0f10a..111c96e0d16d 100644 --- a/taskcluster/kinds/perftest/macosx.yml +++ b/taskcluster/kinds/perftest/macosx.yml @@ -391,3 +391,79 @@ ml-multi-perf: --flavor mochitest --output $MOZ_FETCHES_DIR/../artifacts toolkit/components/ml/tests/browser/browser_ml_engine_multi_perf.js + +ml-perf-suggest-inf: + fetches: + fetch: + - ort.wasm + - ort.jsep.wasm + - ort-training.wasm + - mozilla-ner + - mozilla-intent + description: Run ML Suggest Inference Model + treeherder: + symbol: perftest(mac-ml-perf-suggest-inf) + tier: 2 + attributes: + batch: false + cron: false + run-on-projects: [] + run: + command: >- + mkdir -p $MOZ_FETCHES_DIR/../artifacts && + cd $MOZ_FETCHES_DIR && + python3 python/mozperftest/mozperftest/runner.py + --mochitest-binary ${MOZ_FETCHES_DIR}/target.dmg + --flavor mochitest + --output $MOZ_FETCHES_DIR/../artifacts + toolkit/components/ml/tests/browser/browser_ml_suggest_inference.js + +ml-perf-suggest-int: + fetches: + fetch: + - ort.wasm + - ort.jsep.wasm + - ort-training.wasm + - mozilla-intent + description: Run ML Suggest Intent Model + treeherder: + symbol: perftest(mac-ml-perf-suggest-int) + tier: 2 + attributes: + batch: false + cron: false + run-on-projects: [] + run: + command: >- + mkdir -p $MOZ_FETCHES_DIR/../artifacts && + cd $MOZ_FETCHES_DIR && + python3 python/mozperftest/mozperftest/runner.py + --mochitest-binary ${MOZ_FETCHES_DIR}/target.dmg + --flavor mochitest + --output $MOZ_FETCHES_DIR/../artifacts + toolkit/components/ml/tests/browser/browser_ml_suggest_intent_perf.js + +ml-perf-suggest-ner: + fetches: + fetch: + - ort.wasm + - ort.jsep.wasm + - ort-training.wasm + - mozilla-ner + description: Run ML Suggest NER Model + treeherder: + symbol: perftest(mac-ml-perf-suggest-ner) + tier: 2 + attributes: + batch: false + cron: false + run-on-projects: [] + run: + command: >- + mkdir -p $MOZ_FETCHES_DIR/../artifacts && + cd $MOZ_FETCHES_DIR && + python3 python/mozperftest/mozperftest/runner.py + --mochitest-binary ${MOZ_FETCHES_DIR}/target.dmg + --flavor mochitest + --output $MOZ_FETCHES_DIR/../artifacts + toolkit/components/ml/tests/browser/browser_ml_suggest_ner_perf.js diff --git a/taskcluster/kinds/perftest/windows11.yml b/taskcluster/kinds/perftest/windows11.yml index 2c6ab815e2ba..31f139148bce 100644 --- a/taskcluster/kinds/perftest/windows11.yml +++ b/taskcluster/kinds/perftest/windows11.yml @@ -319,3 +319,79 @@ ml-multi-perf: --flavor mochitest --output $MOZ_FETCHES_DIR/../artifacts toolkit/components/ml/tests/browser/browser_ml_engine_multi_perf.js + +ml-perf-suggest-inf: + fetches: + fetch: + - ort.wasm + - ort.jsep.wasm + - ort-training.wasm + - mozilla-ner + - mozilla-intent + description: Run ML Suggest Inference Model + treeherder: + symbol: perftest(win-ml-perf-suggest-inf) + tier: 2 + attributes: + batch: false + cron: false + run-on-projects: [] + run: + command: >- + mkdir -p $MOZ_FETCHES_DIR/../artifacts && + cd $MOZ_FETCHES_DIR && + python3 python/mozperftest/mozperftest/runner.py + --mochitest-binary ${MOZ_FETCHES_DIR}/firefox/firefox.exe + --flavor mochitest + --output $MOZ_FETCHES_DIR/../artifacts + toolkit/components/ml/tests/browser/browser_ml_suggest_inference.js + +ml-perf-suggest-int: + fetches: + fetch: + - ort.wasm + - ort.jsep.wasm + - ort-training.wasm + - mozilla-intent + description: Run ML Suggest Intent Model + treeherder: + symbol: perftest(win-ml-perf-suggest-int) + tier: 2 + attributes: + batch: false + cron: false + run-on-projects: [] + run: + command: >- + mkdir -p $MOZ_FETCHES_DIR/../artifacts && + cd $MOZ_FETCHES_DIR && + python3 python/mozperftest/mozperftest/runner.py + --mochitest-binary ${MOZ_FETCHES_DIR}/firefox/firefox.exe + --flavor mochitest + --output $MOZ_FETCHES_DIR/../artifacts + toolkit/components/ml/tests/browser/browser_ml_suggest_intent_perf.js + +ml-perf-suggest-ner: + fetches: + fetch: + - ort.wasm + - ort.jsep.wasm + - ort-training.wasm + - mozilla-ner + description: Run ML Suggest NER Model + treeherder: + symbol: perftest(win-ml-perf-suggest-ner) + tier: 2 + attributes: + batch: false + cron: false + run-on-projects: [] + run: + command: >- + mkdir -p $MOZ_FETCHES_DIR/../artifacts && + cd $MOZ_FETCHES_DIR && + python3 python/mozperftest/mozperftest/runner.py + --mochitest-binary ${MOZ_FETCHES_DIR}/firefox/firefox.exe + --flavor mochitest + --output $MOZ_FETCHES_DIR/../artifacts + toolkit/components/ml/tests/browser/browser_ml_suggest_ner_perf.js diff --git a/testing/perfdocs/generated/mozperftest.rst b/testing/perfdocs/generated/mozperftest.rst index 36845305fd78..7f544319db25 100644 --- a/testing/perfdocs/generated/mozperftest.rst +++ b/testing/perfdocs/generated/mozperftest.rst @@ -391,6 +391,24 @@ toolkit/components/ml/tests/browser ----------------------------------- Performance tests running through Mochitest for ML Models +browser_ml_suggest_inference.js +=============================== + +:owner: GenAI Team +:name: ML Suggest Inference Model +:Default options: + +:: + + --perfherder + --perfherder-metrics name:inference-pipeline-ready-latency,unit:ms,shouldAlert:True, name:inference-initialization-latency,unit:ms,shouldAlert:True, name:inference-model-run-latency,unit:ms,shouldAlert:True, name:inference-pipeline-ready-memory,unit:MB,shouldAlert:True, name:inference-initialization-memory,unit:MB,shouldAlert:True, name:inference-model-run-memory,unit:MB,shouldAlert:True + --verbose + --manifest perftest.toml + --manifest-flavor browser-chrome + --try-platform linux, mac, win + +**Template test for ML suggest Inference Model** + browser_ml_suggest_intent_perf.js ================================= diff --git a/toolkit/components/ml/tests/browser/browser_ml_suggest_inference.js b/toolkit/components/ml/tests/browser/browser_ml_suggest_inference.js new file mode 100644 index 000000000000..4a58c2193697 --- /dev/null +++ b/toolkit/components/ml/tests/browser/browser_ml_suggest_inference.js @@ -0,0 +1,205 @@ +/* Any copyright is dedicated to the Public Domain. +http://creativecommons.org/publicdomain/zero/1.0/ */ +"use strict"; + +const ITERATIONS = 1; + +const PREFIX = "inference"; +const METRICS = [ + `${PREFIX}-${PIPELINE_READY_LATENCY}`, + `${PREFIX}-${INITIALIZATION_LATENCY}`, + `${PREFIX}-${MODEL_RUN_LATENCY}`, + `${PREFIX}-${PIPELINE_READY_MEMORY}`, + `${PREFIX}-${INITIALIZATION_MEMORY}`, + `${PREFIX}-${MODEL_RUN_MEMORY}`, +]; +const journal = {}; +for (let metric of METRICS) { + journal[metric] = [1]; +} + +const perfMetadata = { + owner: "GenAI Team", + name: "ML Suggest Inference Model", + description: "Template test for ML suggest Inference Model", + options: { + default: { + perfherder: true, + perfherder_metrics: [ + { + name: "inference-pipeline-ready-latency", + unit: "ms", + shouldAlert: true, + }, + { + name: "inference-initialization-latency", + unit: "ms", + shouldAlert: true, + }, + { name: "inference-model-run-latency", unit: "ms", shouldAlert: true }, + { + name: "inference-pipeline-ready-memory", + unit: "MB", + shouldAlert: true, + }, + { + name: "inference-initialization-memory", + unit: "MB", + shouldAlert: true, + }, + { name: "inference-model-run-memory", unit: "MB", shouldAlert: true }, + ], + verbose: true, + manifest: "perftest.toml", + manifest_flavor: "browser-chrome", + try_platform: ["linux", "mac", "win"], + }, + }, +}; + +requestLongerTimeout(120); + +const CUSTOM_INTENT_OPTIONS = { + taskName: "text-classification", + featureId: "suggest-intent-classification", + engineId: "ml-suggest-intent", + timeoutMS: -1, + modelId: "Mozilla/mobilebert-uncased-finetuned-LoRA-intent-classifier", + dtype: "q8", + modelRevision: "main", +}; + +const CUSTOM_NER_OPTIONS = { + taskName: "token-classification", + featureId: "suggest-NER", + engineId: "ml-suggest-ner", + timeoutMS: -1, + modelId: "Mozilla/distilbert-uncased-NER-LoRA", + dtype: "q8", + modelRevision: "main", +}; + +const ROOT_URL = + "chrome://mochitests/content/browser/toolkit/components/ml/tests/browser/data/suggest"; +const YELP_KEYWORDS_DATA = `${ROOT_URL}/yelp_val_keywords_data.json`; +const YELP_VAL_DATA = `${ROOT_URL}/yelp_val_generated_data.json`; +const NER_VAL_DATA = `${ROOT_URL}/named_entity_val_generated_data.json`; + +async function get_val_data(inputDataPath) { + const response = await fetch(inputDataPath); + if (!response.ok) { + throw new Error( + `Failed to fetch data: ${response.statusText} from ${inputDataPath}` + ); + } + return response.json(); +} + +async function read_data_by_type(type) { + let data; + if (type === "YELP_KEYWORDS_DATA") { + data = await get_val_data(YELP_KEYWORDS_DATA); + return data[0].subjects; + } else if (type === "YELP_VAL_DATA") { + data = await get_val_data(YELP_VAL_DATA); + return data.queries; + } else if (type === "NER_VAL_DATA") { + data = await get_val_data(NER_VAL_DATA); + return data.queries; + } + return []; +} + +// Utility to write results to a local JSON file using IOUtils +async function writeResultsToFile(results, type) { + try { + const json = JSON.stringify(results, null, 2); + const OUTPUT_FILE_PATH = `${ + Services.dirsvc.get("DfltDwnld", Ci.nsIFile).path + }/ML_output_${type}.json`; + await IOUtils.writeUTF8(OUTPUT_FILE_PATH, json); + console.log("Results successfully written to:", OUTPUT_FILE_PATH); + } catch (error) { + console.error("Failed to write results to file:", error); + Assert.ok(false, "Failed to write results to file"); + } +} + +async function perform_inference(queries, type) { + // Ensure MLSuggest is initialized + await MLSuggest.initialize(); + + const batchSize = 32; + const results = []; + + // Process in batches of 32 + for (let i = 0; i < queries.length; i += batchSize) { + const batchQueries = queries.slice(i, i + batchSize); + const batchResults = await Promise.all( + batchQueries.map(async query => { + const suggestion = await MLSuggest.makeSuggestions(query); + const res = { + query, + intent: suggestion.intent, + city: suggestion.location.city, + state: suggestion.location.state, + }; + return res; + }) + ); + results.push(...batchResults); + } + Assert.ok( + results.length === queries.length, + "results size should be equal to queries size." + ); + // Write results to a file + await writeResultsToFile(results, type); +} + +const runInference2 = async () => { + ChromeUtils.defineESModuleGetters(this, { + MLSuggest: "resource:///modules/urlbar/private/MLSuggest.sys.mjs", + }); + + // Override INTENT and NER options within MLSuggest + MLSuggest.INTENT_OPTIONS = CUSTOM_INTENT_OPTIONS; + MLSuggest.NER_OPTIONS = CUSTOM_NER_OPTIONS; + + const modelDirectory = normalizePathForOS( + `${Services.env.get("MOZ_FETCHES_DIR")}/onnx-models` + ); + info(`Model Directory: ${modelDirectory}`); + const { baseUrl: modelHubRootUrl } = startHttpServer(modelDirectory); + info(`ModelHubRootUrl: ${modelHubRootUrl}`); + const { cleanup } = await perfSetup({ + prefs: [ + ["browser.ml.modelHubRootUrl", modelHubRootUrl], + ["javascript.options.wasm_lazy_tiering", true], + ], + }); + + const TYPES = ["YELP_KEYWORDS_DATA", "YELP_VAL_DATA", "NER_VAL_DATA"]; + for (const type of TYPES) { + info(`processing ${type} now`); + // Read data for the current type + const queries = await read_data_by_type(type); + if (!queries) { + info(`No queries found for type: ${type}`); + continue; + } + // Run inference for each query + await perform_inference(queries, type); + } + await MLSuggest.shutdown(); + await EngineProcess.destroyMLEngine(); + await cleanup(); +}; + +/** + * Tests remote ml model + */ +add_task(async function test_ml_generic_pipeline() { + await runInference2(); + reportMetrics(journal); +}); diff --git a/toolkit/components/ml/tests/browser/browser_ml_suggest_intent_perf.js b/toolkit/components/ml/tests/browser/browser_ml_suggest_intent_perf.js index 6bb05c1e391c..a05f5e44fd34 100644 --- a/toolkit/components/ml/tests/browser/browser_ml_suggest_intent_perf.js +++ b/toolkit/components/ml/tests/browser/browser_ml_suggest_intent_perf.js @@ -6,12 +6,12 @@ const ITERATIONS = 10; const PREFIX = "intent"; const METRICS = [ - `${PREFIX}_${PIPELINE_READY_LATENCY}`, - `${PREFIX}_${INITIALIZATION_LATENCY}`, - `${PREFIX}_${MODEL_RUN_LATENCY}`, - `${PREFIX}_${PIPELINE_READY_MEMORY}`, - `${PREFIX}_${INITIALIZATION_MEMORY}`, - `${PREFIX}_${MODEL_RUN_MEMORY}`, + `${PREFIX}-${PIPELINE_READY_LATENCY}`, + `${PREFIX}-${INITIALIZATION_LATENCY}`, + `${PREFIX}-${MODEL_RUN_LATENCY}`, + `${PREFIX}-${PIPELINE_READY_MEMORY}`, + `${PREFIX}-${INITIALIZATION_MEMORY}`, + `${PREFIX}-${MODEL_RUN_MEMORY}`, ]; const journal = {}; for (let metric of METRICS) { @@ -55,6 +55,19 @@ requestLongerTimeout(120); * Tests local suggest intent model */ add_task(async function test_ml_generic_pipeline() { + const modelDirectory = normalizePathForOS( + `${Services.env.get("MOZ_FETCHES_DIR")}/onnx-models` + ); + info(`Model Directory: ${modelDirectory}`); + const { baseUrl: modelHubRootUrl } = startHttpServer(modelDirectory); + info(`ModelHubRootUrl: ${modelHubRootUrl}`); + const { cleanup } = await perfSetup({ + prefs: [ + ["browser.ml.modelHubRootUrl", modelHubRootUrl], + ["javascript.options.wasm_lazy_tiering", true], + ], + }); + const options = new PipelineOptions({ taskName: "text-classification", modelId: "Mozilla/mobilebert-uncased-finetuned-LoRA-intent-classifier", @@ -68,9 +81,12 @@ add_task(async function test_ml_generic_pipeline() { for (let i = 0; i < ITERATIONS; i++) { let metrics = await runInference(options, args); for (let [metricName, metricVal] of Object.entries(metrics)) { - Assert.ok(metricVal >= 0, "Metric should be non-negative."); - journal[`${PREFIX}_${metricName}`].push(metricVal); + if (metricName !== `${MODEL_RUN_MEMORY}`) { + Assert.ok(metricVal >= 0, "Metric should be non-negative."); + } + journal[`${PREFIX}-${metricName}`].push(metricVal); } } reportMetrics(journal); + await cleanup(); }); diff --git a/toolkit/components/ml/tests/browser/browser_ml_suggest_ner_perf.js b/toolkit/components/ml/tests/browser/browser_ml_suggest_ner_perf.js index b145b1a3b7bc..77da0db22f99 100644 --- a/toolkit/components/ml/tests/browser/browser_ml_suggest_ner_perf.js +++ b/toolkit/components/ml/tests/browser/browser_ml_suggest_ner_perf.js @@ -6,12 +6,12 @@ const ITERATIONS = 10; const PREFIX = "NER"; const METRICS = [ - `${PREFIX}_${PIPELINE_READY_LATENCY}`, - `${PREFIX}_${INITIALIZATION_LATENCY}`, - `${PREFIX}_${MODEL_RUN_LATENCY}`, - `${PREFIX}_${PIPELINE_READY_MEMORY}`, - `${PREFIX}_${INITIALIZATION_MEMORY}`, - `${PREFIX}_${MODEL_RUN_MEMORY}`, + `${PREFIX}-${PIPELINE_READY_LATENCY}`, + `${PREFIX}-${INITIALIZATION_LATENCY}`, + `${PREFIX}-${MODEL_RUN_LATENCY}`, + `${PREFIX}-${PIPELINE_READY_MEMORY}`, + `${PREFIX}-${INITIALIZATION_MEMORY}`, + `${PREFIX}-${MODEL_RUN_MEMORY}`, ]; const journal = {}; for (let metric of METRICS) { @@ -47,6 +47,19 @@ requestLongerTimeout(120); * Tests local suggest NER model */ add_task(async function test_ml_generic_pipeline() { + const modelDirectory = normalizePathForOS( + `${Services.env.get("MOZ_FETCHES_DIR")}/onnx-models` + ); + info(`Model Directory: ${modelDirectory}`); + const { baseUrl: modelHubRootUrl } = startHttpServer(modelDirectory); + info(`ModelHubRootUrl: ${modelHubRootUrl}`); + const { cleanup } = await perfSetup({ + prefs: [ + ["browser.ml.modelHubRootUrl", modelHubRootUrl], + ["javascript.options.wasm_lazy_tiering", true], + ], + }); + const options = new PipelineOptions({ taskName: "token-classification", modelId: "Mozilla/distilbert-uncased-NER-LoRA", @@ -61,8 +74,9 @@ add_task(async function test_ml_generic_pipeline() { let metrics = await runInference(options, args); for (let [metricName, metricVal] of Object.entries(metrics)) { Assert.ok(metricVal >= 0, "Metric should be non-negative."); - journal[`${PREFIX}_${metricName}`].push(metricVal); + journal[`${PREFIX}-${metricName}`].push(metricVal); } } reportMetrics(journal); + await cleanup(); }); diff --git a/toolkit/components/ml/tests/browser/data/suggest/named_entity_val_generated_data.json b/toolkit/components/ml/tests/browser/data/suggest/named_entity_val_generated_data.json new file mode 100644 index 000000000000..c024aa844783 --- /dev/null +++ b/toolkit/components/ml/tests/browser/data/suggest/named_entity_val_generated_data.json @@ -0,0 +1,1004 @@ +{ + "queries": [ + "train stations near detroit", + "voter registration in wa", + "weather report for los angeles, california", + "city hall in boston", + "bike rentals in baltimore, maryland", + "san antonio, tx subway map", + "train stations near cincinnati", + "current weather in san antonio", + "is it raining in nashville, tennessee", + "orlando, fl real estate trends", + "minnesota high school rankings", + "upcoming concerts in tampa, fl", + "homes for rent in new york, new york", + "tx dmv locations", + "colleges near detroit, mi", + "find schools in ma", + "dallas, tx subway map", + "georgia high school rankings", + "colleges near los angeles, ca", + "pool cleaning services in st. louis, missouri", + "city hall in 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bello", + "soothr", + "soul food", + "soup", + "souplantation", + "souvenir shop", + "spa", + "spas", + "special cleaning services", + "spectrum mobile", + "sports bar", + "sports bars", + "spray tan", + "spring cleaning service", + "spring cleaning services", + "spring house cleaning services", + "squeaky floor repair", + "squlpt", + "stacks pancake house", + "staining a fence", + "stair runner installation", + "stairs wood flooring installation", + "standing seam metal roof cost", + "standing seam metal roof installation", + "standing seam roof cost", + "standing seam roofers", + "star dance studio", + "state bird provisions", + "state to state movers", + "state to state moving companies", + "steak 48", + "steakhouse", + "steel roof cost", + "steel roofing", + "steel roofing prices", + "stores", + "stores open", + "stucco painter", + "subfloor repair", + "sun nong dan", + "sunroom roof repair", + "sup noodle bar", + "supermarket", + "sur restaurant", + "sushi", + "sushi 35 west", + "sushi cho", + "sushi nakazawa", + "sushi neko", + "sushi park", + "sushi yuen", + "swan oyster depot", + "swartz and sandys", + "sweet maple", + "sweet maple cupertino", + "sweet tomatoes", + "szechuan house", + "szechuan mountain house", + "table shower", + "taco tuesday", + "tacos", + "tacos los cholos", + "tailor", + "tamales", + "taqueria el amigo waltham", + "target liquidation store", + "taste of denmark", + "tattoo shop", + "tattoo shops", + "taxi", + "telp", + "texas roadhouse", + "texture painter", + "tg gym", + "thads", + "thai diner", + "thai food", + "thai massage", + "thai restaurant", + "things to do", + "thirsty cow", + "threading", + "thrift store", + "thrift stores", + "thumbling", + "tierra mia", + "tile roof cleaning", + "tile roof installation", + "tile roof installation cost", + "tile roof repair", + "tin roof cost", + "tin roof installation", + "tire shop", + "toca madera", + "tom tom bar", + "tom tom restaurant", + "tomi jazz", + "tomtom bar", + "tonchin", + "tonchin la", + "tonkatsu tamafuji", + "top 10 moving companies", + "top 10 roofers", + "top 5 moving companies", + "top cleaning service", + "top cleaning services", + "top local house painters", + "top long distance moving companies", + "top maid services", + "top moving companies", + "top notch cleaning services", + "top rated house cleaners", + "top rated movers", + "top rated moving companies", + "top rated painters", + "top rated roofers", + "top rated roofing companies", + "top roofing contractors", + "torrisi", + "total home roofing reviews", + "touchless car wash", + "tow truck", + "towing", + "trampoline park", + "trim painter", + "twinkle donuts", + "twist hot chicken", + "two ladies kitchen", + "tyelp", + "typical moving costs", + "uelp", + "ultra sushi", + "unconventional diner", + "unfinished basement cleaning", + "unloading movers", + "unloading services", + "unpacking and organizing service", + "unpacking helpers", + "unpacking service", + "urgent care", + "used tires", + "vape shop", + "vape shops", + "vet", + "vet laguna niguel", + "veterinaire pet care", + "veterinarian", + "vets", + "via carota", + "vietnamese food", + "vinyl floor install quotes", + "voghera denver", + "wabi house", + "wah fung", + "wall painter", + "wall to wall carpet", + "wall to wall carpet installation", + "wang cho", + "wang cho korean bbq", + "washer and dryer moving service", + "watch repair", + "waxing", + "way to move locally", + "way to move out of state", + "way to move states", + "weekly cleaning service", + "weekly house cleaning cost", + "what do metal roofs cost", + "whats the cost of house cleaning", + "where to find a cleaner", + "where to find a house cleaner", + "where to find a painter", + "where to hire a painter", + "whole house cleaning", + "whole house cleaning service", + "whole house interior painting cost", + "wi spa", + "wicked spoon", + "wild alaskan company", + "wilshire spa", + "window tinting", + "window washing", + "wine bar", + "wings", + "wingstop glasgow", + "witch topokki", + "witches brew", + "wood floor buckling repair", + "wood floor contractor", + "wood floor cost estimator", + "wood floor cost per square foot", + "wood floor damage repair", + "wood floor estimator", + "wood floor expert", + "wood floor installation", + "wood floor installation cost", + "wood floor installation costs", + "wood floor installation prices", + "wood floor installers", + "wood floor maintenance", + "wood floor professional", + "wood floor refinish cost", + "wood floor refinisher", + "wood floor refinishers", + "wood floor refinishing", + "wood floor refinishing cost", + "wood floor refinishing price", + "wood floor refinishing service", + "wood floor repair", + "wood floor repairs", + "wood floor replacement cost", + "wood floor restoration", + "wood floor resurfacing", + "wood flooring companies", + "wood flooring contractors", + "wood flooring estimate", + "wood flooring estimator", + "wood flooring install", + "wood flooring installation", + "wood flooring installed cost", + "wood flooring maintenance", + "wood flooring prices", + "wood flooring quotes", + "wood flooring refinish", + "wood flooring refinishing", + "wood flooring refinishing cost", + "wood flooring remodeling", + "wood flooring repair", + "wood flooring restoration", + "wood floors installation", + "wood floors refinish", + "wood floors refinished", + "wood floors refinishing", + "wood laminate floor cost", + "wood laminate floor installation", + "wooden floor buckling", + "wooden floor refinishing", + "wooden floor refinishing cost", + "wooden floors installation", + "world gym", + "yakiniq", + "yamashiro", + "yangban society", + "yangmani", + "ye's apothecary", + "yoga", + "yogurstory", + "you move me", + "yume wo katare", + "zara charlotte nc" + ], + "preModifiers": [ + "best", + "cheap", + "good", + "affordable", + "budget", + "top quality", + "absolutely best", + "cheapest", + "best rated", + "best local", + "the best", + "local", + "find local", + "small local", + "list of" + ], + "postModifiers": ["delivery"], + "locationSigns": [ + { "keyword": "near me", "needLocation": false }, + { "keyword": "in", "needLocation": true }, + { "keyword": "nearby", "needLocation": false }, + { "keyword": "near", "needLocation": true }, + { "keyword": "near by", "needLocation": false }, + { "keyword": "in area", "needLocation": false } + ], + "yelpModifiers": [ + "yekp", + "yel", + "yel[", + "yellp", + "yelop", + "yelp", + "yelp,com", + "yelp.", + "yelp.co,", + "yelp.com", + "yelp.copm", + "yelp.cpm", + "yelp[", + "yelp\\", + "yelpcom", + "yelpo", + "yelpp", + "yelps", + "yepl", + "yrlp", + "ywlp" + ], + "icon": "yelp-favicon", + "score": 0.25 + } +] diff --git a/toolkit/components/ml/tests/browser/head.js b/toolkit/components/ml/tests/browser/head.js index 76ce02005ed0..3eec00283330 100644 --- a/toolkit/components/ml/tests/browser/head.js +++ b/toolkit/components/ml/tests/browser/head.js @@ -337,6 +337,7 @@ async function perfSetup({ disabled = false, prefs = [] } = {}) { 100, 200 ); + await SpecialPowers.popPrefEnv(); }, }; } diff --git a/toolkit/components/ml/tests/browser/perftest.toml b/toolkit/components/ml/tests/browser/perftest.toml index 6ccede7c79d9..80563fb04efd 100644 --- a/toolkit/components/ml/tests/browser/perftest.toml +++ b/toolkit/components/ml/tests/browser/perftest.toml @@ -9,6 +9,9 @@ disabled = "Disabled as we want to run this only as perftest, not regular CI" ["browser_ml_engine_perf.js"] disabled = "Disabled as we want to run this only as perftest, not regular CI" +["browser_ml_suggest_inference.js"] +disabled = "Disabled as we want to run this only as perftest, not regular CI" + ["browser_ml_suggest_intent_perf.js"] disabled = "Disabled as we want to run this only as perftest, not regular CI"