Quantization support for GroupedTensor: FP8 per-tensor

[ptrendx]

Implement quantization support for the GroupedTensor type with FP8 per-tensor quantization.
The needed modifications to the existing kernel:

• handling multiple amax values, each for different tensor
• ignore padding in the allocation

[int-smart]

Is this issue open for public contribution