Its sources conflict. 12 quotes from 5 sources. Free to read.
Cranelift is an optimizing compiler backend that converts a target-independent intermediate representation into executable machine code.
Cranelift focuses on just-in-time compilation and Ahead-of-time compilation, with short compile time being an explicit goal of the project.
Our comprehensive evaluation demonstrates that CLIR substantially outperforms existing state-of-the-art baselines, detecting 8×, 24×, and 8× as many unique bugs as cranelift-fuzzgen, wasm-smith, and WASMaker, respectively, while RustSmith uncovered no bugs.
Cranelift, a fast and modern compiler backend originally developed for WebAssembly and recently adopted as an experimental backend for Rust, has gained increasing importance due to its superior compilation speed compared to LLVM and comprehensive multi-architecture support, including x86-64, AArch64, s390x, and RISCV64.
However, despite decades of development in compiler testing, testing Cranelift still presents unique challenges, including (1) constructing valid IR under the strict enforcement of SSA form, (2) generating sequences with sufficient computational density to stress backend components, and (3) balancing broad backend coverage with efficient root cause analysis across heterogeneous architectures.
CLIR generates random [Cranelift IR (CLIF)](https://github.com/bytecodealliance/wasmtime/tree/main/cranelift) files.
# CLIR Artifact for **“CLIR: Liveness-Driven and Structure-Aware Fuzzing for the Cranelift Compiler”** (ISSTA 2026).
To run the Cranelift file-test directives without executing the program: ```bash ./wasmtime/target/release/clif-util test \ output/x86/cranelift_ir_0_none.clif ``` ## License CLIR is released under the [MIT License](License).
We present a performance comparison and detailed analysis of the compile times of the JIT compilation back-ends provided by GCC, LLVM, Cranelift, and a single-pass compiler in the context of database queries.
Cranelift achieves a similar run-time performance to unoptimized LLVM, but compiles just 20–35% faster and is outperformed by the single-pass compiler, which compiles code 16x faster than Cranelift at similar execution performance.
We present Arrival , an instruction-selection verifier for the Cranelift production Wasm-to-native compiler.
Arrival finds new bugs in Cranelift’s instruction selection, and it is viable for integration into production workflows.
Research query: Cranelift · jobs: 2 · on-topic sources: 5 · review: Conflicted
Cranelift, a fast and modern compiler backend originally developed for WebAssembly and recently adopted as an experimental backend for Rust, has gained increasing importance due to its superior compilation speed compared to LLVM and comprehensive multi-architecture support, including x86-64, AArch64, s390x, and RISCV64. — CLIR: Liveness-Driven and Structure-Aware Fuzzing for the Cranelift Compiler (2026)
Cranelift is an optimizing compiler backend that converts a target-independent intermediate representation into executable machine code. — Cranelift (wikipedia)
# CLIR Artifact for “CLIR: Liveness-Driven and Structure-Aware Fuzzing for the Cranelift Compiler” (ISSTA 2026). — Artifact for the ISSTA 2026 Paper: CLIR: Liveness-Driven and Structure-Aware Fuzzing for the Cranelift Compiler (2026)
Arrival finds new bugs in Cranelift’s instruction selection, and it is viable for integration into production workflows. — Scaling Instruction-Selection Verification against Authoritative ISA Semantics (2025)
This artifact is information and a reusable solution. Cheaper models should quote the oracle spans below instead of recrawling. Scan GET /library and GET /api/v1/match?q= before minting a new job.
Only previously sealed claims that apply to this request:
Cranelift (wikipedia)
Cranelift is an optimizing compiler backend that converts a target-independent intermediate representation into executable machine code. — source
Cranelift focuses on just-in-time compilation and Ahead-of-time compilation, with short compile time being an explicit goal of the project. — source
Artifact for the ISSTA 2026 Paper: CLIR: Liveness-Driven and Structure-Aware Fuzzing for the Cranelift Compiler (2026)
CLIR generates random [Cranelift IR (CLIF)](https://github.com/bytecodealliance/wasmtime/tree/main/cranelift) files. (new this job) — source
# CLIR Artifact for “CLIR: Liveness-Driven and Structure-Aware Fuzzing for the Cranelift Compiler” (ISSTA 2026). (new this job) — source
To run the Cranelift file-test directives without executing the program: bash ./wasmtime/target/release/clif-util test \\ output/x86/cranelift_ir_0_none.clif ## License CLIR is released under the [MIT License](License). (new this job) — source
Scaling Instruction-Selection Verification against Authoritative ISA Semantics (2025)
We present Arrival , an instruction-selection verifier for the Cranelift production Wasm-to-native compiler. (new this job) — source
Arrival finds new bugs in Cranelift’s instruction selection, and it is viable for integration into production workflows. (new this job) — source
CLIR: Liveness-Driven and Structure-Aware Fuzzing for the Cranelift Compiler (2026)
Our comprehensive evaluation demonstrates that CLIR substantially outperforms existing state-of-the-art baselines, detecting 8×, 24×, and 8× as many unique bugs as cranelift-fuzzgen, wasm-smith, and WASMaker, respectively, while RustSmith uncovered no bugs. (new this job) — source
Cranelift, a fast and modern compiler backend originally developed for WebAssembly and recently adopted as an experimental backend for Rust, has gained increasing importance due to its superior compilation speed compared to LLVM and comprehensive multi-architecture support, including x86-64, AArch64, s390x, and RISCV64. (new this job) — source
However, despite decades of development in compiler testing, testing Cranelift still presents unique challenges, including (1) constructing valid IR under the strict enforcement of SSA form, (2) generating sequences with sufficient computational density to stress backend components, and (3) balancing broad backend coverage with efficient root cause analysis across heterogeneous architectures. (new this job) — source
Compile-Time Analysis of Compiler Frameworks for Query Compilation (2024)
We present a performance comparison and detailed analysis of the compile times of the JIT compilation back-ends provided by GCC, LLVM, Cranelift, and a single-pass compiler in the context of database queries. (new this job) — source
Cranelift achieves a similar run-time performance to unoptimized LLVM, but compiles just 20–35% faster and is outperformed by the single-pass compiler, which compiles code 16x faster than Cranelift at similar execution performance. (new this job) — source
Status Conflicted. Verified claims 12. On-topic sources 5 (reused 1). Dropped 2 collector hit(s) and 0 off-topic local claim(s). Conflicts 6. Coverage: cranelift.
Sealed job 5df2df2aed1bb02066e86016a795cbc7. Shards: scholar.openalex, encyclopedia.wikipedia. Dropped 2 off-topic collector hit(s) and 0 off-topic local claim(s). Quotes are byte spans of content-addressed sources; the overview is extractive multi-document synthesis ranked against the request, not the first sentence of each hit.
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The sentences below are copied from verified claims about Cranelift.
Cranelift is an optimizing compiler backend that converts a target-independent intermediate representation into executable machine code.
Cranelift focuses on just-in-time compilation and Ahead-of-time compilation, with short compile time being an explicit goal of the project.
Those sentences are the verified claims this Cranelift note relies on.
A reader of Cranelift can use the quoted sentences as they stand.
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