[Fusion] Enhance the prologue epilogue fusion #277
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vadiklyutiy
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Jul 22, 2024
**Describe the bug** **gemma 2-b** is failing to compile due to missing **torch.any** operator support in hidet **To Reproduce** Run [this](https://drive.google.com/file/d/11ovSzoiHGG2f_qWucwoRxhRjCRRuCH72/view?usp=drive_link) script with **gemma-2b** model. --------- Co-authored-by: Zhumakhan <nazirzhumakhan@gmail,.com>
vadiklyutiy
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Jul 23, 2024
**Describe the bug** **gemma 2-b** is failing to compile due to missing **torch.any** operator support in hidet **To Reproduce** Run [this](https://drive.google.com/file/d/11ovSzoiHGG2f_qWucwoRxhRjCRRuCH72/view?usp=drive_link) script with **gemma-2b** model. --------- Co-authored-by: Zhumakhan <nazirzhumakhan@gmail,.com>
vadiklyutiy
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that referenced
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Dec 26, 2024
**Describe the bug** **gemma 2-b** is failing to compile due to missing **torch.any** operator support in hidet **To Reproduce** Run [this](https://drive.google.com/file/d/11ovSzoiHGG2f_qWucwoRxhRjCRRuCH72/view?usp=drive_link) script with **gemma-2b** model. --------- Co-authored-by: Zhumakhan <nazirzhumakhan@gmail,.com>
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Previously, to enable automatic prologue epilogue fusion, we require the template written in a single kernel function (e.g., cuda kernel or cpu kernel), and the prologue/epilogue tensors must be directly used in the kernel function. This PR allows the user to define launch function and use arbitrary implementation (e.g., call multiple kernel functions, use workspace, ...) while still support fusion. This enhancement is necessary to support parallel-k optimization in the operator-level.