Explore tweets tagged as #SpatialML
🎯 ¿Tienes datos espaciales y no sabes qué paquete de R usar para machine learning?.¿caret, mlr3, tidymodels… o qué otro paquete? Aquí tienes el resumen definitivo. Y es ORO. 🪙✨. #RStats #SpatialML #FOSSGIS2025 #DataScience #GeoData #OpenSource #tidymodels #mlr3 #caret #stats
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=>."Is it possible to build a multi-FPGA LLM?", Paul Chow, U of Toronto, SpatialML WS (FPGA 2024), Mar 3, 2024 Galapagos, Naif Tarafdar.PhD Thesis, 2023 Jul 2020 FlightLLM, FPGA 2024
=>.FlightLLM: Efficient Large Language Model Inference w/ a Complete Mapping Flow on FPGAs, Tsinghua & 无问芯穹, FPGA 2024 Alveo U280.Tencent, Baidu & Sequoia China Invest, Dec 6, 2023
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2) Chairing the SpatialML all-hands meeting in Monterey. Such a privilege to be director of this center bringing together amazing talent from @UCLA, @UofT, @Cornell, @cornell_tech, @Sydney_Uni, @unisouthampton and @imperialcollege (3/n)
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Suhail Basalama's talk is now on YouTube at
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No more gatekeeping in #spatialML. I provide full set of reproducible codes in #R #RStats which you can follow along and use them as you wish. Paper is #openAccess and so are the codes. Let's expand #regional #science toolbox together 5/n.
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I'll be talking at the SpatialML Workshop at #FPGA2024 in Monterey on Sunday 3 March about the @Groq hardware architecture and its programming models, including my own passion for building DSLs in #Haskell for hardware design, and programming our #LPU™ chip using the usual.
Exciting workshop at #FPGA2024 - full schedule now up: Zhang, Chow, @XunLei_CHN, @satnam6502, Betz, Sohrabizadeh, @AlexMontgomerie, Bayliss, Anderson, Cong, Luk and organised by @CBouganis, Boutros and myself. Register now for FPGA 2024 for discount!.
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My PhD student Ebby Samson (jointly supervised by Wayne Luk) now has a seminar "Exploring FPGA designs for MX and beyond" as part of the SpatialML seminar series, now at Thanks to @am_boutros for hosting!.
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The latest SpatialML seminar is now online. Naif Tarafdar from @tenstorrent, speaking on Tenstorrent's Blackhole & Stacks of Software Stacks. Thanks to Andrew Boutros for hosting.
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"H2PIPE: High throughput CNN Inference on FPGAs with High-Bandwidth Memory" by @spatialmlnet affiliate Betz and coauthors. Now at:
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Our latest seminar is now up. Hear Camilo Vega from @UofT speak about the Galapagos multi-FPGA architecture! .
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"Beyond Network Switching: FPGA-based Switch Architecture for Fast and Accurate Ensemble Learning" by @spatialmlnet member Luk and coauthors, now at
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"Ultrafast jet classification at the HL-LHC" by @spatialmlnet affiliate Luk and coauthors, now at
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The majority of slides from the workshop I ran at #FPGA2024 with Andrew Boutros and @cbouganis are now available at .
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"ShadowLLM: Predictor-based Contextual Sparsity for Large Language Models" by @spatialmlnet affiliates @AmishAcorns, Zhang, @mohsaied and coauthors. Now at
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"Efficient Task Transfer for HLS DSE" by @spatialmlnet affiliates Sohrabizadeh and Cong and their coauthors, now at
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