Fix tf.quantize_and_dequantize_(v2|v3) to be consistent with the doc.
I choose round-half-to-even, which matches cudnnConvolutionBiasActivationForward and cudnnTransformTensor. I can add an attribute for the rounding mode in the future if necessary. PiperOrigin-RevId: 207316630
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