Some tensor data are lost during execution.
System information
Have I written custom code (as opposed to using a stock example script provided in TensorFlow.js): yes
OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Windows 10
TensorFlow.js installed from (npm or script link): script link
TensorFlow.js version (use command below): 3.19.0
Browser version: Microsoft Edge 125.0.2535.67(64 bit)、Google Chrome 125.0.6422.112 (64 bit)
Tensorflow.js Converter Version: -
Exception Report
{ "model_inf": "from:0 to:1 operator:identity from:1 to:2 operator:identity from:1 to:8 operator:max_pooling2D from:2 to:3 operator:identity from:3 to:4 operator:identity from:4 to:5 operator:identity from:5 to:6 operator:identity from:6 to:7 operator:identity from:7 to:8 operator:identity from:8 to:9 operator:reducemean ",
"error_message": "Error: Based on the provided shape, [2], the tensor should have 2 values but has 1\n at gv (https://cdn.jsdelivr.net/npm/@tensorflow/[email protected]/dist/tf.min.js:17:116089)\n at iy (https://cdn.jsdelivr.net/npm/@tensorflow/[email protected]/dist/tf.min.js:17:170406)\n at ay (https://cdn.jsdelivr.net/npm/@tensorflow/[email protected]/dist/tf.min.js:17:169961)\n at yw (https://cdn.jsdelivr.net/npm/@tensorflow/[email protected]/dist/tf.min.js:17:228810)\n at t. (https://cdn.jsdelivr.net/npm/@tensorflow/[email protected]/dist/tf.min.js:17:699318)\n at u (https://cdn.jsdelivr.net/npm/@tensorflow/[email protected]/dist/tf.min.js:17:104674)\n at Generator._invoke (https://cdn.jsdelivr.net/npm/@tensorflow/[email protected]/dist/tf.min.js:17:104427)\n at forEach.t. [as next] (https://cdn.jsdelivr.net/npm/@tensorflow/[email protected]/dist/tf.min.js:17:105031)\n at Wm (https://cdn.jsdelivr.net/npm/@tensorflow/[email protected]/dist/tf.min.js:17:109975)\n at o (https://cdn.jsdelivr.net/npm/@tensorflow/[email protected]/dist/tf.min.js:17:110179)"
}
Bug Description
Based on the provided shape, [2], the tensor should have 2 values but has 1. However, the same model executes perfectly in TensorFlow. Is there any tensor data lost during TensorFlow.js execution or converting? Maybe there are some faults in the implementation of the operator ReduceMean?
Similar faults are also reproduced under 6 other operators(e.g, Convolution, Padding, etc). This tensor data lost is triggered occasionally, which depends on condition of the cache in the browser. Maybe there are some faults in the cache reuse mechanism of the browser(e.g., latent refreshing)?