Results of NSGA-II, SPEA-2, PLS, HPSO, and random assignment. by Diego Gómez-Zará (14094047)

Data_Sheet_1_oFVSD: a Python package of optimized forward variable selection decoder for high-dimensional neuroimaging data.pdf by Tung Dang (15229042)

“…<p>The complexity and high dimensionality of neuroimaging data pose problems for decoding information with machine learning (ML) models because the number of features is often much larger than the number of observations. …”

Core-Based Smart Sampling Framework: A Theoretical and Experimental Study on Randomized Partitioning for SAT Problems by DURGHAM QARALLEH (21904172)

“…We provide theoretical guarantees on complexity reduction and probabilistic completeness, apply the method to SAT instances, and evaluate its performance using experimental Python implementations. The results show that smart sampling drastically reduces the effective complexity of SAT problems and offers new insights into the structure of NP-complete problems.…”

Instances, fileformat and generator script for the Resource Constrained Project Scheduling Problem with a flexible Project Structure by Tom van der Beek (10110637)

“…<div>This dataset contains the following:</div><div>- 40 Instances for the Resource Constrained Project Scheduling Problem with a flexible Project Structure</div><div>- The generator script (Python) used to generate these instances</div><div>- A description of the file format<br></div>…”

Benchmarked bandwidth. by Xuzhen He (14676114)

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Information of the tested CPU platforms. by Xuzhen He (14676114)

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Architecture of accelerated linear algebra (XLA) compiler. by Xuzhen He (14676114)

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Hardware parameters of optimal implementations. by Xuzhen He (14676114)

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Locality of reference in optimal implementations. by Xuzhen He (14676114)

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Maximal effective bandwidth of various vector operations. by Xuzhen He (14676114)

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Implementation of the 1D heat model with array programming. by Xuzhen He (14676114)

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Memory access pattern and bandwidth. by Xuzhen He (14676114)

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Optimal implementation of vector operations on the GPU platform (single precision; solid black line = benchmarked bandwidth; lines + symbols = effective bandwidth; black = COPY1D;... by Xuzhen He (14676114)

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Model for the maximal effective bandwidth of numerical models (lines = model prediction by Eq 12; symbols = measured maximal effective bandwidth; filled = f64; hollow = f32; black... by Xuzhen He (14676114)

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Array, neighbourhood and representation of neighbouring elements. by Xuzhen He (14676114)

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Optimal implementation of vector operations on the CPU platform (double precision; solid black line = benchmarked bandwidth; lines + symbols = effective bandwidth; black = COPY1D;... by Xuzhen He (14676114)

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Relative efficiency of XLA for element-wise operations (hollow = vector operations; filled = matrix operations; circles = f64; triangles = f32; black = PC CPU; red = PC GPU; blue =... by Xuzhen He (14676114)

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Fused operations (filled circles) vs. simple operations (hollow circles) and XLA (filled squares) vs. without XLA (hollow squares) (black = AXPY1D; red = XPXPY6_1D). by Xuzhen He (14676114)

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The examined operations. by Xuzhen He (14676114)

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Optimal implementation of COPY2D on the GPU platform of the PC (double precision; solid black line = benchmarked bandwidth; circle symbols = effective bandwidth with different shap... by Xuzhen He (14676114)

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