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Add programmable CUDA boosting and verified objective comparisons - #25

#25

Merged

jxucoder merged 157 commits into

mainjxucoder/openboost:mainfrom

codex/v1-retrospective-planjxucoder/openboost:codex/v1-retrospective-planCopy head branch name to clipboard

Sep 8, 2026

Conversation Commits157 (157)Checks Files changed

Merged

Add programmable CUDA boosting and verified objective comparisons#25
jxucoder merged 157 commits into
mainfrom
codex/v1-retrospective-plan

Commits

Commits on Sep 7, 2026

Retrospect v1 progress and plan authoring and execution validation
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961b6f9
Incorporate landscape feedback into foundation authoring probes
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e15704d
Plan programmable stopping and installed isolation sprint
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df23796
Break remaining v1 work into bounded sprint cards
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Allow external stopping policies through structural completion records
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Verify installed custom stopping and independent run isolation
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e2b6c4c
Record resource preflight evidence and CPU profiling checkpoint
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e3af6c9
Verify numerical worker memory ceiling and peak accounting
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Freeze bounded practical CPU profiling harness and cases
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fad659b
Correct Modal generator launch without changing diagnostic policy
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Preserve retry declaration in future diagnostic freezes
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Recover only the interrupted diagnostic profile after preemption
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Record practical CPU replay bottleneck and incomplete sweep evidence
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Evaluate new proposal terms with verified reusable encodings
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Verify incremental counts and installed extension isolation
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aa4adee
Preregister same-container wheel comparison for CPU architecture confound
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Close incremental runtime sprint with exact paired CPU evidence
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Add explicit scalar summary retention across CPU recipes
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Preregister bounded full-summary CPU retention comparison
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Verify installed summary retention and bounded logical history
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Close retention sprint with exact paired predictions and memory evidence
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e9058cc
Bind integrity checks to evaluator-owned frozen execution manifests
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Use explicit summary retention for current evaluation workers
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Record frozen-judge evidence and remaining evaluation readiness gaps
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acac36a
Add explicit Linux worker privileges and bounded access probes
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Use summary diagnostics in frequency severity evaluation
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Record real worker permission and resource probe evidence
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Integrate explicit worker permissions into current selection smoke
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Add bounded Linux protected selection preflight
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a0bc473
Record Linux selection validation and receipt portability counterexample
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39aa31d
Allow bounded score roundoff in independently verified receipts
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68d7b0d
Compile frozen OpenBoost A6 resource preflight matrix
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Add frozen real A6 resource probes with protected workers
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Record real data dispatch approval boundary and local verification
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Record real A6 resource passes and practical runtime reflection
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Add bounded profiling mode for the real A6 workload
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Preserve profile failures and isolate periodic stack dumping
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dede27e
Record A6 scoring profile and bounded optimization plan
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17ab9de
Cache bounded immutable vector statistic layouts
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Record installed vector layout reuse profile
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Use validated scratch leaves for vector candidate scoring
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Record scratch scoring profile and paired-fit checkpoint
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028f309
Prepare exact paired A6 real-fit cost check
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Record exact paired A6 fit with observed CPU time reduction
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Freeze complete A6 CPU method matrix and dispatch blockers
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Translate explicit comparator bin budgets and verify native parameters
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Record installed comparator bin-budget evidence and refreshed plan
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Prepare protected real A6 comparator probes and fresh replay
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Record real A6 comparator resource and exact replay evidence
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Prepare frozen deeper 1000-round comparator preflight
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Record deeper comparator resource and exact replay results
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a6d5cfd
Reprioritize independent authoring and bounded programmable CUDA
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Prepare D1 D2 author materials and audit device ownership seam
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Record clean D1 D2 author view and wheel provenance
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b8e30bd
Implement explicit context-owned CUDA storage and real-device checks
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77aa105
Record real T4 storage ownership evidence and remaining GPU budget
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8617b38
Plan programmable CUDA construction and next evidence checkpoint
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2e97f3a
Freeze independent routed histogram fixtures before CUDA kernels
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6ae51dd
Implement owned CUDA fields and routed histogram operations
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4435e1e
Freeze final bounded T4 aggregation run and exact case judging
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Record passing T4 aggregation evidence and retrospective checkpoint
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Freeze public CUDA split contracts and exhaustive scalar D2 cases
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0ba39a3
Add public CUDA split scores, feasibility masks, routing and leaves
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Freeze 88-case CUDA split validation package pending new allowance
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161c02e
Record approved single T4 run for the frozen split package
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043861a
Record Modal source-transfer approval block before dispatch
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a29749b
Record explicit approval for the frozen Modal source upload
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9ce790e
Record 88 passing T4 split tests and foundation retrospective
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e1a9c20
Freeze resident scalar ownership design and two-round oracle
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Compose experimental resident squared geometry and scalar trees
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Add experimental resident scalar transactions and recipe
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Freeze 202-case resident CUDA validation package pending approval
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3a8ca34
Record approval for frozen resident CUDA run and private upload
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c65a969
Record automatic review block before resident CUDA dispatch
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5d3fd28
Record explicit approval for private resident CUDA package and run
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Record resident CUDA failures and score-symmetry retrospective
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Freeze CUDA score-symmetry diagnostics and correction plan
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Round CUDA scalar score products independently
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Freeze 212-case CUDA score-correction validation package
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aab6882
Record approval for frozen CUDA score-correction run
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af026ef
Verify bounded resident CUDA training with 212 passing T4 checks
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48a1386
Plan Normal device composition and freeze independent update fixtures
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05b7c66
Freeze Normal float32 support and numerical evaluation policy
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Add resident Normal geometry and reusable direction operations
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ab6a37b
Generalize resident transactions to mapped multi-term updates
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Compose resident Normal joint and ordered boosting recipes
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Add external device cohort learner and Normal replay checks
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Freeze bounded Normal and installed D2 CUDA run six
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Record approval for frozen Normal CUDA run six
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Archive Normal CUDA run six with two acceptance failures
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Record Normal CUDA retrospective and acceptance follow-up
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Add independent Normal acceptance difference oracle
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ba46b3a
Capture original Normal acceptance failures without changing decisions
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e0a043b
Freeze run seven for original Normal acceptance diagnostics
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Record approval for frozen Normal acceptance run seven
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Archive Normal run seven with measured acceptance failure traces
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Record acceptance retrospective and propose stable comparison boundary
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test: bound Normal loss changes with independent interval arithmetic
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test: preregister Normal comparison cohorts and historical case mapping
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docs: archive bounded Normal comparison evidence and reflect on 092-A
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feat: expose bounded Normal loss changes on CPU
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Commits on Sep 8, 2026

feat: add resident objective loss comparison with explicit device bounds
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docs: specify separate loss-comparison consumers and snapshot ownership
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Use objective comparisons for CPU Normal consumers
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Own best validation anchors in objective-mode device runs
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b016b24
Use separate objective comparisons throughout resident Normal recipes
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2c5927c
Bind all historical requirements to revised comparison cohorts
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c881259
Freeze separate historical and revised CUDA comparison cohorts
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dbeff8a
Document bounded run-8 request and retrospective boundary
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8a70e0b
Review foundation progress and prioritize author and workload evidence
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af8ad2a
Add standalone D1 and D2 development verifiers
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0a85320
Archive installed D1 and D2 verifier evidence
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44d516f
Refresh author packets and add rejection and isolation probes
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40dd684
Verify the package typing marker in author wheels
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Archive current author packet and failed native isolation evidence
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424ebdc
Prepare an isolated Linux author-worker smoke
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cda1947
Archive clean Linux worker preparation checks
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251edb4
Record approval for the frozen Linux CPU smoke
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Retain failed Linux worker identity smoke and retrospective
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3eb37f6
Enforce worker identity before executing the Linux smoke
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518eccf
Archive passing Linux identity smoke and retrospective
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aa1664d
Add fail-closed author request accounting and local deadlines
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71ef69e
Reconcile cancelled background requests without releasing stopped work
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67ecc94
Freeze bounded provider accounting smoke and acceptance criteria
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Authorize the frozen provider accounting smoke
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Archive real token-cap evidence and unexercised cancellation result
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Add active-response cancellation and freeze one-request smoke
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Defer agent evaluation and prioritize foundation execution
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f7f3c60
Authorize the frozen Normal CUDA validation checkpoint
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b58b168
Restore pending GPU authorization after approval review block
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Record explicit approval for the frozen T4 validation
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469ca0e
Archive Normal CUDA run 8 and diagnose the no-op prefix assertion
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c36f96a
Correct forward no-op best-prefix expectation and verify CPU semantics
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6026ebb
Prepare bounded CUDA recipe revalidation packet
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Record explicit approval for frozen CUDA recipe run 9
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a7173d9
Archive passing CUDA recipe run and close bounded comparison coverage
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c84d566
Freeze early squared and Normal CPU CUDA performance checkpoint
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8677bba
Record upload review block and preserve pending performance packet
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b9790fe
Record explicit approval for frozen Modal performance upload
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c8f7ebc
Archive early performance results and plan parallel validation
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840cc41
Preserve exact benchmark inputs and complete per-fit evidence
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680bf84
Parallelize CUDA field validation with one cooperative block per column
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8db2aef
Freeze bounded original and candidate CUDA validation comparison
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2101fd7
Approve the frozen run-11 source upload and T4 invocation
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dd84247
Archive passing T4 validation optimization and sprint retrospective
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346dee5
Freeze binary and Poisson device objective contracts
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Add resident binary and Poisson objective components
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bed9605
Preserve device class schemas and add GLM round conformance cases
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5943f4f
Freeze convex GLM loss-change mathematics and counterexamples
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95b5232
Add bounded resident binary and Poisson loss comparisons
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Integrate compared scalar binary and Poisson recipes
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Freeze bounded GLM CUDA validation and retained evidence
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Record approval of the bounded run-12 GLM validation
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fe12beb
Retain passing GLM T4 validation and complete sprint 108 retrospective
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c965cb6
Prepare foundation PR with reproducible CPU CI and strict docs
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7b18667
Test current Normal comparisons without altering frozen cohorts
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8df852c
Separate frozen report integrity from bounded numerical replay
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committed
bbd69ea

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