Use torch.compile to speed up GPTQ algorithm

[dsikka]

The bulk of the runtime associated with the GPTQ algorithm is implemented in this helpers file src/llmcompressor/modifiers/quantization/gptq/gptq_quantize.py

Maybe there are some opportunities to compile portions of this code?

Please include some runtime benchmarks to validate the changes

[dsikka]

@ved1beta