Milestone Report IIA - 1 II.A ADA Center.of Michigan) 73 Theme Highlights Agreement No. ĪDA Center Highlights for Milestone #18 (Sep 30. īenchmarks and Metrics - Theme Overview Benchmark collections at: FIRST LAUNCHED: YEAR 1 YEAR 2 YEAR 3 YEAR 4 YEAR 5 2 ILLIXR receives $1M NSF community infrastructure grant Users: Arm. Specialized Accelerators and Compiler Flows: Replacing Accelerator APIs with a Formal Software/Hardware Interface Bo-Yuan Huang ∗ Princeton University Steven Lyubomirsky ∗. Specialized Accelerators and Compiler Flows: Replacing Accelerator. Milestone Report IIIA - 1 III.A ADA Center Metrics for.ĪDA Center Metrics for Milestone #18 (Sep 30, 2021. ĪDA Center Metrics for Milestone #16 (Mar 31, 2021. ADA, the Center for Applications Driving Architectures: Accomplishments and Vision Forward Valeria Bertacco ★ Todd Austin ★ David Brooks † Sharad Malik ‡ Zachary Tatlock. ĪDA, the Center for Applications Driving Architectures: Accomplishment.
ĪDA Center Highlights for Milestone #21 (Mar 31. ADA DESIGN FLOWS - Address solution gap between DSL primitives and accelerator's functionality. Īpplication Driving Architectures (ADA) Explore system modeling for XR pipelines via ILLIXR. Case study: DSL Accel GraphIt → OMEGA GraphPull Geomean Speedups PriMax 1.57x Optimal: Both Targets 1.58x Optimal: OMEGA Only 1.45x Optimal. ĪDA Center Highlights for Milestone #17 (Jun 30. BENCHMARKS - AI DOMAIN - Develop suites for. Benchmark collections at: FIRST LAUNCHED: YEAR 1 YEAR 2 YEAR 3 YEAR 4 YEAR 5 17 ADA - Year 4 Goals 1. Īpplications Driving Architectures - Center Overview ADA Annual. Ching, et al., "One Trillion Edges: Graph Processing at Facebook-Scale," 2015 ¶ T. ĭomain-Specific Architectures for Graph Analytics. ĭomain-Specific Architectures for Graph-based Applications. Demonstrated new accelerator domains: NLP, protein discovery, homomorphic encryption, garbled circuits. ĪDA Key Performance Indicators 2022 Completed end-2-end design flows: 3LA, PriMax. Of these, 6 took an academic position, while the others.
OPENCL BENCHMARK UCSD FULL
5 Full time hires 14 students graduated and joined sponsor companies. Īnnual Review - KPIs 2021 Intel transfer of OPAE to UM research team (Austin).
OPENCL BENCHMARK UCSD PORTABLE
ĪpproxHPVM: A Portable Compiler IR for Accuracy-aware Optimizations 1 ApproxHPVM: A Portable Compiler IR for Accuracy-aware Optimizations Hashim Sharif, Prakalp Srivastava, Muhammad Huzaifa, Maria Kotsifakou, Keyur Joshi, Yasmin Sarita, Nathan. ĪpproxTuner: A Compiler ApproxTuner: A Compiler and Runtime System for Adaptive Approximations Hashim Sharif University of Illinois at Urbana-Champaign, USA Yifan Zhao University of. PriMax: Maximizing DSL Application Performance With Selective Primitive Acceleration Domain-specific languages (DSLs) improve developers' productivity by ab- stracting away. PriMax: Maximizing DSL Performance with Selective Primitive Accelerati. ĪDA Center Highlights for Milestone #16 (Mar 31. ĪDA Center Highlights for Milestone (Dec 31. ĭuality Cache for Data Parallel Acceleration Duality Cache for Data Parallel Acceleration Daichi Fujiki University of Michigan Scott Mahlke University of Michigan Reetuparna Das.
18+ workloads built to the computation model specification, with varying complexity. Computation model that captures programming restrictions. Benchmark collections at: FIRST LAUNCHED: YEAR 1 YEAR 2 YEAR 3 YEAR 4 YEAR 5 Y = F(X) Enc(X) Enc(Y) Privacy-Enhanced Computation (PEC) leverages. VIP-Bench: A Benchmark Suite for Evaluating Privacy-Enhanced. VIP-Bench: A Benchmark Suite for Evaluating Privacy-Enhanced Computation Frameworks Lauren Biernacki University of Michigan Meron Zerihun Demissie Addis Ababa.
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