[Helion + torch.compile] Refactor HelionTemplateBuffer to use TemplateBuffer base class#1723
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[Helion + torch.compile] Refactor HelionTemplateBuffer to use TemplateBuffer base class#1723
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This was referenced Mar 16, 2026
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…eBuffer base class Switch from TritonTemplateBuffer to TemplateBuffer base class to enable prologue/epilogue fusion support. This refactors the template buffer to use make_kernel_render closure, build_multi_outputs, and the standard render() path instead of the custom codegen_template_override/ emit_kernel_override/call_kernel overrides. Also adds get_needed_import_lines() to output_header.py, refactoring get_needed_imports() to use it. stack-info: PR: #1723, branch: yf225/stack/70
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…eBuffer base class Switch from TritonTemplateBuffer to TemplateBuffer base class to enable prologue/epilogue fusion support. This refactors the template buffer to use make_kernel_render closure, build_multi_outputs, and the standard render() path instead of the custom codegen_template_override/ emit_kernel_override/call_kernel overrides. Also adds get_needed_import_lines() to output_header.py, refactoring get_needed_imports() to use it. stack-info: PR: #1723, branch: yf225/stack/70
…eBuffer base class Switch from TritonTemplateBuffer to TemplateBuffer base class to enable prologue/epilogue fusion support. This refactors the template buffer to use make_kernel_render closure, build_multi_outputs, and the standard render() path instead of the custom codegen_template_override/ emit_kernel_override/call_kernel overrides. Also adds get_needed_import_lines() to output_header.py, refactoring get_needed_imports() to use it. stack-info: PR: #1723, branch: yf225/stack/70
yf225
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Mar 17, 2026
…eBuffer base class Switch from TritonTemplateBuffer to TemplateBuffer base class to enable prologue/epilogue fusion support. This refactors the template buffer to use make_kernel_render closure, build_multi_outputs, and the standard render() path instead of the custom codegen_template_override/ emit_kernel_override/call_kernel overrides. Also adds get_needed_import_lines() to output_header.py, refactoring get_needed_imports() to use it. stack-info: PR: #1723, branch: yf225/stack/70
shunting314
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Mar 19, 2026
hinriksnaer
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Mar 20, 2026
…eBuffer base class (pytorch#1723)
umechand-amd
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Mar 23, 2026
…eBuffer base class (pytorch#1723)
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Stacked PRs:
[Helion + torch.compile] Refactor HelionTemplateBuffer to use TemplateBuffer base class
Switch from TritonTemplateBuffer to TemplateBuffer base class to enable
prologue/epilogue fusion support. This refactors the template buffer to
use make_kernel_render closure, build_multi_outputs, and the standard
render() path instead of the custom codegen_template_override/
emit_kernel_override/call_kernel overrides.
Also adds get_needed_import_lines() to output_header.py, refactoring
get_needed_imports() to use it.