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[Tracing] Autowrap methods by name #1390
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Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
👋 Hi! Thank you for contributing to llm-compressor. Please add the ready label when the PR is ready for review. Note: This is required to complete the testing suite, please only add the label once the PR is code complete and local testing has been performed. |
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
kylesayrs
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Apr 29, 2025
## Purpose ## * Reduce model support burden by skipping any modules which are not call graph ancestors of the sequential targets * Rather than requiring the user to specify a list of ignored modules, only trace what is necessary to disjointly execute sequential targets * In the future, the ignore field will be used to skip untraceable function/method names * This change does not change functionality because all ignored modules are already non-ancestors of sequential targets ## Changes ## * Remove `ignore` modules requirement (all ignored modules are already non-ancestors of sequential targets) * Implement `get_sequential_ancestors` which returns all ancestors of the sequential targets * Modify tracer to skip anything that is not a sequential ancestor or has offloaded modules * The two sets rarely overlap, and when they do, the module is skipped for safety and the user is warned ## Testing ## * Added tests for `get_sequential_ancestors` * #1335 ## Follow ups ## * #1390 --------- Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
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Purpose
_update_causal_mask
, which is the defaultTODO
Prerequisites
Changes
ignore
documentation to reflect how ignore is now used to ignore methods, not modulesadd_autowrap_methods
which finds module methods to autowraptracing_ignore
, which defaults to_update_causal_mask
Testing
add_autowrap_methods
Follow ups