From the 1 of 9 linked papers with an AI index.
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Simulation of Custom-Precision OCP MX Block Floating-Point Formats and Arithmetic
Maliha Islam, Mantas Mikaitis
The paper introduces MXsim v0.1, a MATLAB library that simulates OCP MX block floating-point formats and arithmetic, enabling researchers to experiment with custom-precision settin…
Accurate Models of NVIDIA Tensor Cores
Faizan A. Khattak, Mantas Mikaitis
Matrix multiplication is a fundamental operation in both training of neural networks and inference. To accelerate matrix multiplication, Graphical Processing Units (GPUs) provide i…
Accuracy of Mathematical Functions in Julia
Mantas Mikaitis, Tejaswa Rizyal, Mosè Giordano
Basic computer arithmetic operations, such as , , or are correctly rounded, whilst mathematical functions such as , , or in general are not, m…
MATLAB Simulator of Level-Index Arithmetic
Mantas Mikaitis
Level-index arithmetic appeared in the 1980s. One of its principal purposes is to abolish the issues caused by underflows and overflows in floating point. However, level-index arit…