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Add Float8QuantizedTensor (AQT subclass) and replace to_affine_quantized_floatx with to_affine_quantized_float8 in quantization APIs#1599

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danielvegamyhre wants to merge 20 commits intogh/danielvegamyhre/24/headfrom gh/danielvegamyhre/25/head

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