discojs/default_tasks: bundle base models

epfml · May 6, 2024 · 3a7e932 · 3a7e932
1 parent 0e20874
commit 3a7e932
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Showing 7 changed files with 11,427 additions and 19 deletions.
diff --git a/discojs/src/default_tasks/cifar10.ts → discojs/src/default_tasks/cifar10/index.ts b/discojs/src/default_tasks/cifar10.ts → discojs/src/default_tasks/cifar10/index.ts
@@ -1,7 +1,9 @@
 import * as tf from '@tensorflow/tfjs'
 
-import type { Model, Task, TaskProvider } from '../index.js'
-import { data, models } from '../index.js'
+import type { Model, Task, TaskProvider } from '../../index.js'
+import { data, models } from '../../index.js'
+
+import baseModel from './model.js'
 
 export const cifar10: TaskProvider = {
   getTask (): Task {
@@ -41,9 +43,10 @@ export const cifar10: TaskProvider = {
   },
 
   async getModel (): Promise<Model> {
-    const mobilenet = await tf.loadLayersModel(
-      'https://storage.googleapis.com/tfjs-models/tfjs/mobilenet_v1_0.25_224/model.json'
-    )
+    const mobilenet = await tf.loadLayersModel({
+      load: async () => Promise.resolve(baseModel),
+    })
+
     const x = mobilenet.getLayer('global_average_pooling2d_1')
     const predictions = tf.layers
       .dense({ units: 10, activation: 'softmax', name: 'denseModified' })