[Reduce] optimize and unify reduce operator to a single place#311
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xinli-git merged 17 commits intohidet-org:mainfrom Jul 13, 2023
Merged
[Reduce] optimize and unify reduce operator to a single place#311xinli-git merged 17 commits intohidet-org:mainfrom
xinli-git merged 17 commits intohidet-org:mainfrom
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yaoyaoding
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Thanks @xinli-git ! You are getting more professional in using hidet script :)
vadiklyutiy
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…. Fixed (#311) when device is None, `device_from_torch` returns 'cpu' by default. As a result it copies some of the tensors to 'cpu' device. The correct behaviours is to not to move the tensor at all. --------- Co-authored-by: Zhumakhan <nazirzhumakhan@gmail,.com>
vadiklyutiy
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Jul 23, 2024
…. Fixed (#311) when device is None, `device_from_torch` returns 'cpu' by default. As a result it copies some of the tensors to 'cpu' device. The correct behaviours is to not to move the tensor at all. --------- Co-authored-by: Zhumakhan <nazirzhumakhan@gmail,.com>
vadiklyutiy
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Dec 26, 2024
…. Fixed (#311) when device is None, `device_from_torch` returns 'cpu' by default. As a result it copies some of the tensors to 'cpu' device. The correct behaviours is to not to move the tensor at all. --------- Co-authored-by: Zhumakhan <nazirzhumakhan@gmail,.com>
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This changes optimizes the reduce operator and unifies both reduce and reduce_f16 into a single class / implementation.
On Llama, 255 tokens (RTX3090)
Before: 6.173s
After: 5.295s
Contribution from reduce:
before: 732ms (13.6% of total)
after: 126ms (2.7% of total)