HGPU group @hgpu
High performance computing on graphics processing units (GPU): AMD/ATI, nVidia, Intel Xeon Phi, CUDA, OpenCL, OpenGL, GPGPU, HPC hgpu.org Joined May 2011-
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Stencil Computation at the Intersection of AI and HPC #Triton #SYCL #AI #HPC #Stencil hgpu.org/?p=31200
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MaxKernel: Agentic Kernel Generation for TPUs #TPU #Package hgpu.org/?p=31198
Taming Bitwise Behavior in GPU Kernels with Tensor Core: Black-Box Reconstruction, Compiler Enforcement, and Static Verification #CUDA #PTX #Triton hgpu.org/?p=31199
Hardware-Aware FP4 FlashAttention-4 #CUDA #PTX #FP4 #Package hgpu.org/?p=31196
PTXBench: Benchmark and Adapt LLMs for GPU Kernel Optimization with Architecture-specific PTX #PTX #LLM #Package hgpu.org/?p=31135
Benchmarking Confidential Computing Performance on NVIDIA Blackwell GPUs #CUDA #Security hgpu.org/?p=31134
Concurrency Response of Plain Global Loads on the NVIDIA H100 #CUDA #Performance #HardwareArchitecture hgpu.org/?p=31133
An HPC Approach to Accelerate Tensor Decompositions #CUDA #HPC hgpu.org/?p=31132
RealisticTritonBench: A Benchmark for Triton-Kernel Generation in Real-World AI Frameworks #Triton #CUDA #LLM #Package hgpu.org/?p=31131
Hand-Written PTX Tensor-Core GEMM Kernels: A Multi-Precision Study on NVIDIA L4 #PTX #Package hgpu.org/?p=31108
A Contract-Grade Verifier for LLM-Generated GPU Kernels, and a Native Blackwell Backward for the Gated-Linear-Recurrence Family #Triton #LLM hgpu.org/?p=31107
Spec Sheets Are Not Kernels: An ISA- and Source-Level Audit of INT8 Availability on NVIDIA Blackwell Ultra #PTX #Triton #ISA hgpu.org/?p=31106
CAKE: Compiler-Agent Co-Design for Frontier Kernel Evolution #PTX #CUDA #Compilers hgpu.org/?p=31105
Validation-Centric AI-Assisted GPU Porting of a 250,000+ Line Legacy Weather Simulation Code #OpenACC #Fortran #OpenMP #CodeGeneration hgpu.org/?p=31104
Compiler-Grounded Hierarchical Diagnosis for LLM-Based Triton Kernel Optimization #Triton #LLM #Package hgpu.org/?p=31095
Harness Engineering for LLM-Driven GPU Kernel Generation #Triton #CUDA #LLM #Package hgpu.org/?p=31094
FlashPDE: A Drop-In Fused Triton Operator Library for Neural PDE Solvers #Triton #CUDA #PDE #Package hgpu.org/?p=31092
NVIDIA-labs OO Agents: Native Python Object-Oriented Agents #NVIDIA #LLM #Package hgpu.org/?p=31091
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