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Codex/remove aten discovery - #13

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owpeter wants to merge 45 commits into

BUAA-CI-LAB:mainfrom

owpeter:codex/remove-aten-discovery

Closed

Codex/remove aten discovery#13
owpeter wants to merge 45 commits into
BUAA-CI-LAB:mainfrom
owpeter:codex/remove-aten-discovery

Commits on Oct 16, 2026
- feat: add kernel design agent tuning workflow
  owpeter
  committed
  8c12449
- chore: remove outdated sections from kernel tuning proposal
  owpeter
  committed
  a39b968
- feat: generate tuning tasks from an operator catalog and tune in batches
  messmerr
  committed
  6cdc04d
- fix: time CUDA Graph replays without host launch latency
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  e764685
- feat: capture kernel shapes from real model runs for task workloads
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  1f40a62
- feat: capture Qwen R2R and StreamVLN shapes on skeleton checkpoints
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  f6e8538
- feat: discover model operators for kernel tuning
  
  owpeter
  authored and
  messmerr
  committed
  f9bce47
- fix: close discovery capture gaps found on Qwen R2R and pi0.5
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  33bbde5
- feat: calibrate operator numerical contracts
  
  owpeter
  authored and
  messmerr
  committed
  dc3c101
- feat: discover model operators from end-to-end engine inference
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  98079f9
- fix: count native PI0.5 graphs and warm every native benchmark layout
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  7967c96
- feat: route operators through a registry with selectable kernel profiles
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  6efd466
- docs: propose hotspot-driven Triton tuning with installable profiles
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  d4ba7e5
- feat: profile end-to-end inference and rank GPU hotspots
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  3e7df4d
- feat: label CUDA graph kernels from their capture in hotspot profiles
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  0424199
- feat: route split-KV attention through the operator registry
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  dee0662
- feat: generate tuning tasks for registry operators with Torch baselines
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  b89d6fb
- feat: install exported registry kernels into a hardware profile
  messmerr
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  7f66d7f
- feat: add a model-level numerical gate for kernel profiles
  messmerr
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  f124c57
- fix: judge the model-level gate on errors over all inputs
  messmerr
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  aafca0a
- fix: match installed kernels on canonical layouts, pass only tensor args
  messmerr
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  5bac9db
- fix: keep the pi05 prefix K/V cache contiguous with or without compile
  messmerr
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  ee9ac54
- feat: add a Jetson Thor kernel profile with tuned split-KV attention
  messmerr
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  b58329c
- fix: keep installed kernel profiles LF so their digests match on Windows
  messmerr
  committed
  12a2c4e
- docs: propose an agent loop that registers operators for kernel tuning
  
  owpeter
  authored and
  messmerr
  committed
  095e8a1
- docs: withdraw the operator registration proposal
  
  owpeter
  authored and
  messmerr
  committed
  369fcda
- docs: describe the agent loop that registers operators for kernel tuning
  
  owpeter
  authored and
  messmerr
  committed
  d4b1a26
- feat: add operator registration toolchain
  
  owpeter
  authored and
  messmerr
  committed
  adefd22
- refactor: read the routed registry example from BASE, not a fixed commit
  
  owpeter
  authored and
  messmerr
  committed
  412fc69
- chore: drop the gated residual example task
  
  owpeter
  authored and
  messmerr
  committed
  b288d38
- chore: drop the Thor kernel profile and its measurements
  
  owpeter
  authored and
  messmerr
  committed
  6354c5a
- docs: consolidate kernel tuning workflow documentation
  
  owpeter
  authored and
  messmerr
  committed
  c1e24a3
- feat: allow running agents without the Humanize2 Landlock fence
  
  owpeter
  authored and
  messmerr
  committed
  dbafdca
- docs: describe --unfenced agent runs in the kernel tuning proposal
  
  owpeter
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  messmerr
  committed
  c0db3f4
- fix: take capture-ops output contracts from the production call
  
  owpeter
  authored and
  messmerr
  committed
  f68a4d7
- feat: route pi05 calls through the linear registry operator
  
  owpeter
  authored and
  messmerr
  committed
  d8cc325
- fix: keep packing every non-quantized pi05 gate/up pair into one GEMM
  
  owpeter
  authored and
  messmerr
  committed
  4457b91
- feat: route pi05 SigLIP tanh GELU through the gelu_tanh operator
  
  owpeter
  authored and
  messmerr
  committed
  8d1cc04
- fix: route only native-partial GELUTanh activations through gelu_tanh
  
  owpeter
  authored and
  messmerr
  committed
  2df0eb2
- feat: add the orin_pi05 kernel profile for Jetson AGX Orin
  
  owpeter
  authored and
  messmerr
  committed
  9c9ae93
- chore(merge): sync main
  owpeter
  committed
  103d2f2
- fix: adapt kernel registry routing to main's pi05 refactor
  owpeter
  committed
  5351e76
- test: use an unregistered example op in registration tests
  owpeter
  committed
  97a1114
- fix: fail hotspot attribution clearly without Kineto activity types
  owpeter
  committed
  4b0d5ef
Commits on Oct 21, 2026
- refactor(kernel-tuning)!: remove full ATen discovery
  owpeter
  committed
  ca3f71e

Commits

Commits on Oct 16, 2026

Commits on Oct 21, 2026