Add changes for strided calibration (#20949)
Context and motivation:
When quantizing large transformer models, we faced OOM issue when the
number of calibration samples goes up. To resolve this, in the PR we
want to add support for reading quantization data in chunck, calculating
ranges for intermediate tensors, then accumulating results for the final
ranges.
