I get this fatal error while I run a tensorflow model in my android app:
Caused by: java.nio.BufferOverflowException
at java.nio.HeapFloatBuffer.put(HeapFloatBuffer.java:179)
at org.tensorflow.Tensor.writeTo(Tensor.java:488)
at org.tensorflow.contrib.android.TensorFlowInferenceInterface.fetch(TensorFlowInferenceInterface.java:488)
at org.tensorflow.contrib.android.TensorFlowInferenceInterface.fetch(TensorFlowInferenceInterface.java:442)
Code is as follows:
//sample values: WANTED_WIDTH = 714, WANTED_HEIGHT = 438
int[] intValues = new int[WANTED_WIDTH * WANTED_HEIGHT];
float[] floatValues = new float[WANTED_WIDTH * WANTED_HEIGHT * 3];
float[] outputValues = new float[WANTED_WIDTH * WANTED_HEIGHT * 3];
Bitmap bitmap = activity.mainBitmap;
Bitmap scaledBitmap = Bitmap.createScaledBitmap(bitmap, WANTED_WIDTH, WANTED_HEIGHT, true);
scaledBitmap.getPixels(intValues, 0, scaledBitmap.getWidth(), 0, 0, scaledBitmap.getWidth(), scaledBitmap.getHeight());
for (int i = 0; i < intValues.length; i++) {
final int val = intValues[i];
floatValues[i*3] = ((val >> 16) & 0xFF);
floatValues[i*3+1] = ((val >> 8) & 0xFF);
floatValues[i*3+2] = (val & 0xFF);
}
AssetManager assetManager = getResources().getAssets();
mInferenceInterface = new TensorFlowInferenceInterface(assetManager, MODEL_FILE);
final float[] styleVals = new float[NUM_STYLES];
for (int i = 0; i < NUM_STYLES; ++i) {
styleVals[i] = 0.0f / NUM_STYLES;
}
styleVals[params[0]] = 1.5f;
mInferenceInterface.feed(INPUT_NODE, floatValues, 1, WANTED_HEIGHT, WANTED_WIDTH, 3);
mInferenceInterface.feed("style_num", styleVals, NUM_STYLES);
mInferenceInterface.run(new String[] {OUTPUT_NODE}, false);
mInferenceInterface.fetch(OUTPUT_NODE, outputValues);
Error is shown to be on the last line of code I have provided above, i.e. "mInferenceInterface.fetch(OUTPUT_NODE, outputValues);"
Any idea as of how to resolve this issue, I have already gone through google search, but nothing touches on this particular issue.
Thanks in advance!
from java.nio.BufferOverflowException running tensorflow model
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