Benchmark intel xpu

[sunjiweiswift]

Added llama for Intel support. The command is still sh benchmark.sh

[pytorch-bot]

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[jerryzh168]

can you add some test command in summary to show how to run benchmarks for xpu

[sunjiweiswift]

can you add some test command in summary to show how to run benchmarks for xpu

I modified the default_device variable ("default_device = 'cuda' if torch.cuda.is_available() else 'xpu' if torch.xpu.is_available() else 'cpu'") so it will be set to cuda on nvdia gpu and xpu on intel gpu. So I still use the “sh benchmark.sh” command .

[jerryzh168]

@sunjiweiswift are you able to publish some benchmarking results as well? if so please add a new entry similar to https://github.com/pytorch/ao/tree/main/torchao/quantization#uintx-quantization with title "xpu backend"

[sunjiweiswift]

@sunjiweiswift are you able to publish some benchmarking results as well? if so please add a new entry similar to https://github.com/pytorch/ao/tree/main/torchao/quantization#uintx-quantization with title "xpu backend"

Currently these quantizations are not fully supported. I updated the benchmark data of bf16 int8dq int8wo, and wikitext-perplexity has not been tested yet(I encountered a problem of insufficient memory on Intel GPU), and will be updated in subsequent commits
https://github.com/pytorch/ao/pull/1259/files#diff-c15f5d9d386c1899418529df1c6d7622f5f9dd151f193dbca841e40078b6c8bd

[jerryzh168]

please rebase to resolve conflict before landing