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GitHub - FidelityFramework/mlir-plugins: Custom transforms for MLIR to support Fidelity Framework Custom transforms for MLIR to support Fidelity Framework - FidelityFramework/mlir-plugins

Just created our first #MLIR plugin for #cleflang and while it's within a narrow focus it has wide implications: MLKit style flat closures that can be lowered to standard LLVM. #fsharp #fstar #ocaml #dotnet github.com/FidelityFram...

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My PhD student Gabriel had a busy time at #SC25 and has written up his experiences, especially presenting a couple of papers leveraging #MLIR for #FPGAs. One at the LLVM workshop on a Fortran+OpenMP flow for #Xilinx #FPGAs and another at H2RC workshop on a Fortran intrinsics flow for AI engines

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Baker: A Key Ingredient to Firefly How the zipper concept, native types and nanopass compilation combine to change the game for Firefly & the Fidelity framework

#fsharp #mlir speakez.tech/blog/baker-a...

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MLIR Testing with Teeth How the fragility of text-based MLIR testing can be fixed for good

✅ Testing... Testing... 1... 2.. 3... ❌ ❔ #mlir #fsharp speakez.tech/blog/mlir-te...

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mlir-tutorial/docs/tutorials at WinOS-CMake · speakeztech/mlir-tutorial MLIR For Beginners tutorial. Contribute to speakeztech/mlir-tutorial development by creating an account on GitHub.

Thanks to Jeremy Kun for his #mlir tutorial! 💙We forked and retooled for WinOS w/his blog as docs in the repo. Will go through and update for 2025 using his tutes as a guide and make adjustments. Plans are for MacOS & Linux with CMake - then Bazel afterward. 🎄#fsharp github.com/speakeztech/...

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The #LLVM developer room is back for the 12th consecutive year at #FOSDEM, on January 31st!
We're looking for presentations on all aspects of #LLVM, #MLIR and more.
See CFP for details discourse.llvm.org/t/cfp-fosdem....
Deadline for submissions is November 30th.
I hope to see many of you at FOSDEM!

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Interleaved Learning and Exploration: A Self-Adaptive Fuzz Testing Framework for MLIR MLIR (Multi-Level Intermediate Representation) has rapidly become a foundational technology for modern compiler frameworks, enabling extensibility across diverse domains. However, ensuring the corr…

Interleaved Learning and Exploration: A Self-Adaptive Fuzz Testing Framework for MLIR

#MLIR #OpenCL #Testing #Package

hgpu.org?p=30291

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The DCont/Inet Duality How Computation Expressions Decompose Into Fundamental Compilation Patterns

This is one of our "summation" posts unpacking a unique mechanism in the Firefly compiler. With #MLIR supporting delimited continuations and interaction nets (through the DCont and Inet dialects) we're able to contemplate optimal machine code from high level #fsharp. speakez.tech/blog/dcont-i...

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«LLVM для AI». Крис Латтнер и язык программирования Mojo Крис Латтнер (Chris Lattner) — создатель CPU-компилятора LLVM и со...

#Крис #Латтнер #GPU-программирование #LLVM #MLIR #Swift #Modular #AI #Mojo #OpenXLA #TritonLang

Origin | Interest | Match

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MLIR Compiler Framework Boosts Control‑Flow Performance on CGRAs

MLIR Compiler Framework Boosts Control‑Flow Performance on CGRAs

An MLIR‑based compilation framework improves control‑flow handling on coarse‑grained reconfigurable arrays, delivering up to 2.1× speedup over prior software techniques. Read more: getnews.me/mlir-compiler-framework-... #mlir #cgra

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LinkedIn This link will take you to a page that’s not on LinkedIn

We are looking for a C++ expert with compiler and MLIR experience to join us in Munich to build the infrastructure that powers AI across Apple's ecosystem.
Let me know if you have questions
Apply: jobs.apple.com/en-us/detail...

#Apple #Compilers #CPlusPlus #MLIR #AI #Munich

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Binding F# to C++ in Farscape Leveraging Plugify's ABI Intelligence for Zero-Cost C++ Interop

#cpp #mlir #fsharp speakez.tech/blog/binding...

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Escaping The Steamcar Era of AI How Fidelity Transforms the AI Performance Equation for Both Current and Emerging Hardware

🧬 The DNA of #AI needs restructuring. More than a business opportunity, it's engineering necessity and moral imperative. #python #pytorch #MachineLearning #fsharp #dotnet #mlir #llvm #cpp #clang @nextsilicon.com @groq.com @tenstorrent.bsky.social @sambanova.bsky.social

speakez.tech/blog/escapin...

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Great fun and a great crowd at @codescarolina.bsky.social
#Java #ruby #dotnet #csharp #fsharp #COBOL #erlang #elm #cpp #mlir #llvm #cpp #clang #rustlang #golang #fstar #ai #machinelearning #verification #fstar #elm #haskell

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Doka Studio with MLiR - Mario Marini | Doka | Tickets | SESH.sx Doka Studio returns to Amsterdam on August 30, 2025, presenting an immersive night of cutting-edge electronic music. Taking place in the subterranean confines o

Doka Studio with MLiR - Mario Marini @ Doka - 30 Aug feat. MLiR, Mario Marini

#SESH #MLiR #MarioMarini

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Fewer Tests; Greater Safety How Formal Methods Provide Better Heat Shielding For Your Production Applications

#fsharp #mlir #ocaml #coq speakez.tech/blog/fewer-t...

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Proof-Aware Compilation Through Hypergraphs How Dimensional Hypergraphs Enable Zero-Cost Safety While Preserving Aggressive Optimization

#fsharp #mlir #systemsprogramming #machinelearning speakez.tech/blog/proof-a...

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Coeffects and Codata in Firefly A Fresh Take on Efficiency and Observability from Storied Mathematical Principles

#fsharp #haskell #scala #rust #ocaml #mlir speakez.tech/blog/coeffec...

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Alloy.Rx: Native Reactivity in Fidelity Porting A Push Model with Principled Performance

#fsharp #cpp #mlir #llvm #AI #iot #webassembly #systemsprogramming #softwaredevelopment speakez.tech/blog/alloyrx...

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The Continuation Preservation Paradox How Deep Can Delimited Continuations Survive in a Systems Compiler?

🔬 #fsharp #mlir #llvm #wasm #embeddedsystems #webassembly #wasm
speakez.tech/blog/the-con...

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Why F# is a Natural Fit for MLIR How functional design can express low-level efficiency with safety

#fsharp #mlir #AI #machinelearning #systemsprogramming speakez.tech/blog/why-fsh...

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Speed & Safety with Inet & Graph Coloring Keeping Parallel Computation on the Beam with a Rational Approach to Formal Methods

💸 #AI acceleration should be a commodity, not a monopoly. 💰Our design for the Fidelity framework uses interaction nets to target GPU & CPU/SIMD via #MLIR. No opaque vendor APIs that sacrifice accuracy, efficiency or safety. Just functional code → silicon. #FSharp #LLVM speakez.tech/blog/speed-a...

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Using Deep Reinforcement Learning for Automatic Code Optimization in the MLIR Compiler This work focuses on the use of deep reinforcement learning (DRL) to automate code optimization within modern compiler infrastructures. Code optimization is a critical step in program transformatio…

Thesis: Using Deep Reinforcement Learning for Automatic Code Optimization in the MLIR Compiler

#Performance #Physics #QCD #MLIR

hgpu.org?p=30054

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Heading to the #LLVM / #MLIR Meetup in #Bristol on July 2?
Connect with our Senior Compiler Engineer, Kavan Bickerstaff, & learn more about what we’re building.

👉 flow-computing.com

#Compilers #ParallelComputing #FlowComputing #PPU #CPU #HPC #DeepTech #ParallelProcessing #SoftwareInfrastructure

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Danger Close: Why Types Matter F# Units Of Measure With Zero Runtime Cost Can Save Money and Lives

🧬 Gene samples nearly melted because someone mixed °F and °C. 🫠 With #AI proliferating, every system is now safety-critical. F# units of measure catch these potential errors at compile time with ZERO runtime cost. New #fsharp #mlir #llvm #systemsprogramming #aisafety blog: speakez.ai/blog/danger-...

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Building Firefly with Alloy How the Fidelity framework achieves zero-allocation performance with F#

We're refactoring the Firefly compiler and Alloy library *again*, and so took a sidebar to update one of our blog entries that discuss this interlinked components of the Fidelity framework. #fsharp #systemsprogramming #dotnet #mlir #llvm #clang speakez.ai/blog/buildin...

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A major advantage is Mojo's ability to target multiple GPU architectures through MLIR, offering hardware flexibility for developers. #MLIR 5/6

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Source-Level Dependency Resolution Native F# compilation with intelligent binding and tree-shaking

🚀Another entry from our open archive - a novel design to discover, parse and 'tree-shake' F# libraries at source level through #mlir #llvm. It might change how you think about modern #compilers. #fsharp
#functionalprogramming #performance #opensource #dotnet #rust #tech speakez.ai/blog/source-...

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It's been lots of fun in @epcc.bsky.social working with Tim and @tobiasweinzierl.bsky.social on this #eCSE project undertaking automatic kernel generation for #ExaHyPE using #mlir

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Fargo: Native F# Source-Based Package Management Adapting Rust's Cargo Distribution Model for Multi-Platform F# Compilation

We've had this design "on the board" for a while but just put it in a blog post. We're hoping it will help articulate our vision to the #fsharp as well as #mlir and #llvm communities to foster conversation and contribution as more of this surfaces from our lab. speakez.ai/blog/native-...

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