[Consistency] Embeddings are different in Android and Python

[kishcs]

I generated embeddings for same image in Python and Andorid. Both gives different values.

Image: american_pizza.jpg

Android:

[40, -19, 0, -47, -48, -48, 49, -14, 47, -45, 127, -27, -41, 43, -45, 65, -12, 2, 127, 0, 127, 0, -40, -43, -45, -28, 0, 23, -28, -46, -39, -48, 35, -47, 0, -11, 68, 33, 120, -5, 0, 0, -12, -47, 117, 127, -4, 59, -14, -37, 0, 0, -47, -41, 34, -45, 0, -46, -43, -21, -45, 0, 2, 22, -42, 89, -23, 0, -8, -8, -28, -47, -34, 9, -42, 3, 127, 127, -9, -12, -39, 0, -48, -14, -17, -7, 0, -11, -25, 38, 24, 127, -42, -47, -13, 127, 127, 8, 0, 73, -46, 0, 44, -38, -35, -45, 1, -48, -45, 0, 117, 127, 57, -48, -39, 3, -47, -14, -18, 0, -31, -48, 55, 29, -37, 127, 94, 127, -43, -43, -33, -48, -22, -48, -45, -39, -36, -47, 127, -27, -47, -45, -43, 55, -47, 7, 23, -42, -38, 0, 127, -34, -24, -18, -39, -47, -38, -48, 16, -11, -34, -21, -17, -20, -44, 17, -14, -39, -10, -22, 0, 111, 0, 55, 5, -40, 127, 0, 127, -27, -12, -27, -7, 0, -36, -43, 6, -32, 92, 0, 127, 27, 127, -33, -9, -22, -38, 21, -40, 114, 0, -1, -15, -48, -11, -47, 0, -25, -13, -30, -46, -48, 88, -5, 0, -33, -47, -24, -34, -6, -43, 73, -45, 22, -32, -12, -24, -46, -39, 127, -30, -48, -43, -23, 26, 48, 0, -5, -41, -45, -43, 80, 127, -42, 51, -38, -37, -47, -27, -42, 0, 127, 0, -34, -44, 0, -35, -12, 0, -46, -48, -12, 26, 0, -47, 127, 127, 105, -46, -35, 28, -37, -44, 0, -13, -32, -48, 32, -35, -6, 15, 103, -38, 0, 0, -47, -48, -43, 67, 97, 41, -32, 0, 12, -30, -9, -12, 1, -48, 59, -2, -17, -40, -48, 36, -33, 0, 0, 0, 127, -47, -42, -38, -39, -29, 127, 4, -5, 12, -46, -48, -42, -24, 8, 127, -9, -48, -17, -26, -30, -29, -31, -39, -35, -29, 76, -41, -30, 23, -47, -47, -35, 0, 20, -46, 13, -47, -44, -30, 0, -45, -47, -47, 127, -7, 0, 18, 0, 0, -41, -29, 0, -39, 0, 3, -19, -32, 127, -33, -44, -47, 43, -7, -46, -41, 104, 19, -47, -48, -14, -12, -34, -32, -45, -14, -45, 0, -43, -41, -18, -48, -18, -43, 0, 0, -35, -46, 10, -45, 35, 29, -26, -31, -48, 105, 2, -48, -29, -30, -22, 97, -47, 127, 8, 24, -12, -34, -33, 0, 68, -31, 0, -18, -35, -8, -45, 56, 107, -46, 103, -48, -41, 49, -4, -3, -10, -47, -36, -41, -37, 22, -30, 3, -45, 23, 127, -47, 58, 0, -27, -31, 14, -47, -36, -22, -34, 12, 15, -18, 0, -12, 0, 68, -34, -48, 42, -11, -45, -48, -48, 18, 35, -39, -24, -19, -15, -43, -25, 127, 25, 127, 16, -47, 0, 0, 47, 127, -29, -45, -36, -47, -13, -10, 114, -47, -48, -17, -22, 3, 87, 32, 26, 0, -18, -45, -3, 17, 0, 127, 40, -20, -41, -20, -37, 73, -37, -48, -4, -22, -20, -47, 119, 8, 15, -44, -20, -12, -39, -8, -1, -45, 43, -41, 0, -40, -1, -48, -38, 9, 14, 93, 29, 25, 95, 90, 3, -20, -5, -43, 111, -43, 44, -43, -32, -48, 84, -48, -10, -30, -30, -46, 127, -48, -32, -46, 127, 0, 0, -40, -37, -10, -2, -47, -17, 0, -45, 15, -47, 127, -44, -45, -48, 127, -41, -40, 3, 0, 0, 127, -25, 0, 0, 127, -48, -45, 47, -45, -19, 0, -35, -2, -20, -17, -40, -37, 0, -46, -41, 71, -19, 121, -34, 35, -33, -38, -47, -45, -45, -47, 104, -45, -2, 113, 0, 0, 118, 20, 51, 0, -16, -36, -40, -13, -46, -14, 17, -48, 42, -48, 45, -47, -19, 24, -10, -33, 47, -22, -36, 91, 0, -44, -44, -45, -2, 42, 96, 127, -39, 0, -39, -41, -27, 127, 11, 71, -29, -22, 53, 84, -47, 0, -8, -14, -15, 11, -43, 29, 0, -19, -36, -27, 58, 0, 125, -31, -46, 67, -43, 9, 51, -48, 12, 14, 94, 127, -47, -37, 0, -48, -46, -38, -47, -41, -40, 50, -22, 26, 0, 36, -48, -47, 0, 127, 127, 5, -47, 73, -37, 32, 0, 127, -38, -5, 0, 63, -21, 0, -44, -48, -46, -33, 93, -41, -48, 0, -9, -27, -7, -39, 29, 103, 0, 0, 0, -39, 74, -9, 0, -42, 48, -30, 85, -28, 15, -47, -47, 25, -44, -47, -46, -12, 76, -29, 34, -45, -45, -47, -41, -47, -41, -42, -26, -33, -46, 36, -31, -27, 18, -24, -2, 0, 75, -47, -48, 63, 96, -9, 127, -47, -41, -38, -31, -47, -44, -26, -48, 120, 57, -19, 0, -16, -47, -38, -20, 97, -41, 71, -19, 122, -18, -27, -47, -17, -37, 7, -31, 91, 99, 58, 58, 30, 0, -44, -36, -41, 3, -48, -47, 106, -28, 10, 127, 56, -24, 127, 0, -42, -10, 76, -21, -18, -38, -41, 0, 98, -18, -48, -34, 93, 0, 0, 57, -7, 120, 35, 120, 0, -43, 0, 58, 0, -46, 3, -12, -35, 75, 34, 0, -18, 27, -13, -10, -21, 36, 5, -13, 13, -48, -38, -28, -37, -40, -46, 127, -39, 0, 24, -6, 127, -26, 37, 36, 10, -5, 0, 73, -45, -35, 4, 0, -41, -38, 127, -46, 91, -19, -25, 127, 31, -45, -20, 0, -37, -46, -43, 47, -46, 1, -32, 73, -36, 11, 0, -26, -46, -46, 42, -47, -3, 127, -34, -46, -5, 0, 127, 0, -6, 30, 89, -10, -47, 16, -39, -10, -18, -47, -14, 62, 8, -48, 0, 0, -34, -48, 68, -48, -30, -21, -31, -48, 0, -45, 48, -35, 127, -16, 42, -12, -19, 0, 0, -38, 0, 0, -31, 127, 70, -25, -32, -37, 28, -36, 13, -7, 17, 0, 0, 98, 22, -37, 23, -48, -42, -47, 37, -28, -47, -31, -38, 43, -25, 0, -39, -39, -32, 0, -6, -27, 0, -30, 49, -18, -48, 24, -40, -40, -47, -46, -27, -22, -1, -26, -33, -47]

Python

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Both embeddings are in different range. Is is possible to convert to same scale? If yes, then How?

Why embeddings are different in different platform?