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SvarAikyam Research & Prototypes Lab
- Bangalore
- https://srplab.in
- in/atulvaish
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gpu-agent-opt
gpu-agent-opt PublicAI Agent Framework for GPU Kernel Autotuning & Optimization. Automate CUDA kernel exploration, profiling, and tuning with AI-driven agents for deep learning, geospatial AI, and HPC workloads.
Python 1
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cuda-softmax-bench
cuda-softmax-bench PublicCUDA Softmax Benchmark Suite — compares global memory, GPU-resident, and Unified Memory + Prefetch variants using Nsight profiling and event timing.
Cuda 1
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SentinelChange-AI
SentinelChange-AI PublicGPU-Accelerated Change Detection on Copernicus Sentinel-2 Imagery using ChangeStar, SAM, and ESRGAN — an end-to-end pipeline for multi-temporal satellite analysis, dataset preparation, and AI-drive…
Python 1
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GeoAccel-AI
GeoAccel-AI PublicGPU-Optimized AI for Geospatial Annotation and Visual Search Accelerating Geospatial Intelligence through Distillation, Segmentation, and GPU Optimization.
Python
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cuda-gemm-benchmark
cuda-gemm-benchmark PublicCUDA GEMM Benchmark Suite — Shared Memory, Tensor Core (FP16/BF16), and Performance Shmoo Analysis
Cuda
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autonomous-local-research-agent
autonomous-local-research-agent PublicA fully local, resilient research automation system that ingests academic papers, builds a vector knowledge base, and performs retrieval-augmented reasoning using local LLMs, with no cloud dependen…
Python
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