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Custom transpiler - #778

Merged

HenryNdubuaku merged 85 commits into

mainfrom

custom-transpiler

Aug 8, 2026

Merged

Custom transpiler#778
HenryNdubuaku merged 85 commits into
mainfrom
custom-transpiler

Commits on Jun 24, 2026
- Removed existing transpiler
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  a7f75f1
- Initial converter progress
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Commits on Jun 25, 2026
- Initial converter complete: convers text-to-text model graphs to JSON
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Commits on Jun 26, 2026
- Inital IR simplification logic
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Commits on Jun 30, 2026
- Completed computation graph object
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- Added a new field to ValueNodes to keep track of value users
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Commits on Jul 7, 2026
- improving ir
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Commits on Jul 8, 2026
- Updates to fusions base object
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- Fusion matching logic + attributions cleaning
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  ecdfdaf
- Updated fusion matching logic
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- Added FusionResult object for fusions
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- Added final fused graph clss
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- Added simplified graph representation + topo sort on simplified graph
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Commits on Jul 9, 2026
Commits on Jul 10, 2026
- Changes to transpiler converter
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- Reset
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Commits on Jul 12, 2026
- File restructure
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- Folder restructuring
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Commits on Jul 13, 2026
- Model profiles
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- Added additional profiles
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Commits on Jul 14, 2026
- Added qwen2.5-0.5b profile
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- Added converter logic
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Commits on Jul 17, 2026
- Removed redundant objects and refactored class structure
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- Removed redundant Files class + modified existing model profiles
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- Added supported modalities to model profiles class
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- Progress to convert
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Commits on Jul 19, 2026
- Load files function
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- Load files function
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Commits on Jul 20, 2026
- Added input loading utilities
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  1b6f44d
- Brute-force code for converted jsons
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  c0ff8a0
Commits on Jul 21, 2026
- Modifications to ModelProfiles classes to add additional cache and input meta-data
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  26e53ba
- Streamlining convertert logic + code; still need to clean up
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  21fa95a
- Cleaned out convert.py
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  c886f1c
Commits on Jul 22, 2026
- Reorganizing + optimizing converter
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  0bf9dc7
- Updated required files for Gemma
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  af0797f
Commits on Jul 23, 2026
- Converter reorganization
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  052a2ba
- Code refactoring
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  198f46c
- Converter input_utils removal + input loading code simplification
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  1c4a1f0
- Removed unecessary code
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  72e6874
Commits on Jul 24, 2026
- Added fusion patterns
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- Initial graph classes
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Commits on Jul 25, 2026
- Added fusion results object
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- Future instructions
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Commits on Jul 27, 2026
- Matching nodes
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- Converter testing
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Commits on Jul 28, 2026
- Simplification of logic
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  1e5297b
- Added graph matchers
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  53c759e
- Simplifications to fusion matcher functions
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  344edc9
- Added fusion definition matchers
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  aa231af
- Added extra matchers for extraneous constraints for fusions
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  841bdae
- Additional extra matchers for RoPE, linear projs, and LSTMs (yet to be confirmed)
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  610d3b4
- Minor modifications to converter and input processing to support MOE models
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  80243d3
- Additional fusions + nodes for MOE ops
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  8aa7672
- Added LFM MOE model profile
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- Additional matchers for lfm MOE
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  0cdd3d6
- LFM with cache (prefill + decode)
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Commits on Jul 29, 2026
- Added simplification of IR step (uses fusion matchers to determine fusion)
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  f97178c
- Added simplification of IR step (uses fusion matchers to determine fusion)
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  3a51ea5
- Added cactus ops lowering with generator
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  6db22b2
- Further LFM support
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  ddcbcc8
- Additional conv-state matching logic
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  fb5963e
- LFM convs
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  1d1837a
- Added runtime plan
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- New run operations with runtime plans
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- New run operations with runtime plans
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Commits on Jul 30, 2026
- Performance upgrades
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- performance upgrades
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Commits on Jul 31, 2026
- Performace upgrades
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- Code reformatting
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Commits on Aug 3, 2026
- Performance upgrades
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Commits on Aug 5, 2026
- Working main models
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- Memory optmizations
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- Working optmized transpiler and runtime + advancements to shared kv caches and states.
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- code reduction
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Commits on Aug 6, 2026
- Kernel optmizations
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  ee89a96
- Code reduction
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  ba1e98b
- Merge main into custom-transpiler
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  1ac9d72
- Fix chunk retargeting of attention broadcasts
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  2b95286
- Optimize contiguous last-axis padding
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  9e69e03
- Tune CQ GEMV decode scheduling
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  dc1a58d
- Code simplifications
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  4abf717
Commits on Aug 8, 2026
- Code cleanup
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  e9773b1
- Visual chagnes
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