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Verified tensor-program optimization via high-level scheduling rewrites

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-51054-1_7openalex-snapshot
Extensible Extraction of Efficient Imperative Programs with Foreign Functions, Manually Managed Memory, and Proofs
inferredcites →https://doi.org/10.1007/978-3-540-69330-7_10openalex-snapshot
A Language for the Compact Representation of Multiple Program Versions
inferredcites →https://doi.org/10.1007/978-3-642-54833-8_3openalex-snapshot
An Array-Oriented Language with Static Rank Polymorphism
inferredcites →https://doi.org/10.1109/ipdps.2007.370637openalex-snapshot
POET: Parameterized Optimizations for Empirical Tuning
inferredcites →https://doi.org/10.1109/ipdps.2009.5161004openalex-snapshot
Annotation-based empirical performance tuning using Orio
inferredcites →https://doi.org/10.1109/sc.2012.71openalex-snapshot
Legion: Expressing locality and independence with logical regions
inferredcites →https://doi.org/10.1145/1188455.1188543openalex-snapshot
Memory---Sequoia
inferredcites →https://doi.org/10.1145/1926354.1926358openalex-snapshot
Accelerating Haskell array codes with multicore GPUs
inferredcites →https://doi.org/10.1145/2185520.2185528openalex-snapshot
Decoupling algorithms from schedules for easy optimization of image processing pipelines
inferredcites →https://doi.org/10.1145/2491956.2462176openalex-snapshot
Halide
inferredcites →https://doi.org/10.1145/2676726.2677006openalex-snapshot
Fiat
inferredcites →https://doi.org/10.1145/2784731.2784754openalex-snapshot
Generating performance portable code using rewrite rules: from high-level functional expressions to high-performance OpenCL code
inferredcites →https://doi.org/10.1145/3062341.3062354openalex-snapshot
Futhark: purely functional GPU-programming with nested parallelism and in-place array updates
inferredcites →https://doi.org/10.1145/3133901openalex-snapshot
The tensor algebra compiler
inferredcites →https://doi.org/10.1145/3197517.3201383openalex-snapshot
Differentiable programming for image processing and deep learning in halide
inferredcites →https://doi.org/10.1145/3276491openalex-snapshot
GraphIt: a high-performance graph DSL
inferredcites →https://doi.org/10.1145/3341686openalex-snapshot
Narcissus: correct-by-construction derivation of decoders and encoders from binary formats
inferredcites →https://doi.org/10.1145/3355089.3356506openalex-snapshot
Taichi
inferredcites →https://doi.org/10.1145/3434318openalex-snapshot
A verified optimizer for Quantum circuits
inferredcites →https://doi.org/10.1145/3460945.3464953openalex-snapshot
Pure tensor program rewriting via access patterns (representation pearl)
inferredcites →https://doi.org/10.1145/3473593openalex-snapshot
Getting to the point: index sets and parallelism-preserving autodiff for pointful array programming
inferredcites →https://doi.org/10.1177/1094342007078442openalex-snapshot
Parallel Programmability and the Chapel Language
inferredcites →https://doi.org/10.1177/1094342019866247openalex-snapshot
SWIRL: High-performance many-core CPU code generation for deep neural networks

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-031-13188-2_19openalex-snapshot
SMT-Based Translation Validation for Machine Learning Compiler
inferred← citeshttps://doi.org/10.1007/978-3-031-57256-2_4openalex-snapshot
$${\textsc {HaliVer}}$$: Deductive Verification and Scheduling Languages Join Forces
inferred← citeshttps://doi.org/10.1007/978-3-031-64626-3_17openalex-snapshot
Verified Validation for Affine Scheduling in Polyhedral Compilation
inferred← citeshttps://doi.org/10.1007/978-3-031-68150-9_9openalex-snapshot
Verifying a Radio Telescope Pipeline Using HaliVer: Solving Nonlinear and Quantifier Challenges
inferred← citeshttps://doi.org/10.1007/978-981-99-8311-7_15openalex-snapshot
TorchProbe: Fuzzing Dynamic Deep Learning Compilers
inferred← citeshttps://doi.org/10.1145/3519939.3523446openalex-snapshot
Exocompilation for productive programming of hardware accelerators
inferred← citeshttps://doi.org/10.1145/3578360.3580269openalex-snapshot
(De/Re)-Compositions Expressed Systematically via MDH-Based Schedules
inferred← citeshttps://doi.org/10.1145/3579990.3580020openalex-snapshot
Looplets: A Language for Structured Coiteration
inferred← citeshttps://doi.org/10.1145/3591268openalex-snapshot
Indexed Streams: A Formal Intermediate Representation for Fused Contraction Programs
inferred← citeshttps://doi.org/10.1145/3639051openalex-snapshot
Application-level Validation of Accelerator Designs Using a Formal Software/Hardware Interface
inferred← citeshttps://doi.org/10.1145/3652588openalex-snapshot
Proceedings of the 13th ACM SIGPLAN International Workshop on the State Of the Art in Program Analysis
inferred← citeshttps://doi.org/10.1145/3652588.3663320openalex-snapshot
Interactive Source-to-Source Optimizations Validated using Static Resource Analysis
inferred← citeshttps://doi.org/10.1145/3656390openalex-snapshot
A Verified Compiler for a Functional Tensor Language
inferred← citeshttps://doi.org/10.1145/3656403openalex-snapshot
Mechanised Hypersafety Proofs about Structured Data
inferred← citeshttps://doi.org/10.1145/3665643openalex-snapshot
(De/Re)-Composition of Data-Parallel Computations via Multi-Dimensional Homomorphisms
inferred← citeshttps://doi.org/10.1145/3687948openalex-snapshot
UFO Instruction Graphs Are Machine Knittable
inferred← citeshttps://doi.org/10.1145/3689741openalex-snapshot
CoolerSpace: A Language for Physically Correct and Computationally Efficient Color Programming
inferred← citeshttps://doi.org/10.1145/3689752openalex-snapshot
Compilation of Shape Operators on Sparse Arrays
inferred← citeshttps://doi.org/10.1145/3720473openalex-snapshot
Finch: Sparse and Structured Tensor Programming with Control Flow
inferred← citeshttps://doi.org/10.1145/3731599.3767572openalex-snapshot
Reduction-Aware Directive-Based Programming via Multi-Dimensional Homomorphisms
inferred← citeshttps://doi.org/10.1145/3747524openalex-snapshot
Correctness Meets Performance: From Agda to Futhark
inferred← citeshttps://doi.org/10.1145/3808261openalex-snapshot
A Mechanized Algebra of Verified Data Structures for Optimizing Sparse Tensor Programs
inferred← citeshttps://doi.org/10.1145/3808304openalex-snapshot
Verifying Array Properties in Pure Data-Parallel Programs
inferred← citeshttps://doi.org/10.23919/date69613.2026.11539281openalex-snapshot
VLIM: Verified Loop Interchange for Optimised Matrix Multiplication
inferred← citeshttps://doi.org/10.3389/fcomp.2022.931312openalex-snapshot
P3 problem and Magnolia language: Specializing array computations for emerging architectures
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