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pixel[2] = pixel[2] 0.0031308f ? 1.055f * powf(pixel[2], 1.0f / 2.4f) - 0.055f : 12.92f * pixel[2];

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Self-attention is required. The model must contain at least one self-attention layer. This is the defining feature of a transformer — without it, you have an MLP or RNN, not a transformer.

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