R Under development (unstable) (2025-02-23 r87804 ucrt) -- "Unsuffered Consequences" Copyright (C) 2025 The R Foundation for Statistical Computing Platform: x86_64-w64-mingw32/x64 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > # This file is part of the standard setup for testthat. > # It is recommended that you do not modify it. > # > # Where should you do additional test configuration? > # Learn more about the roles of various files in: > # * https://r-pkgs.org/testing-design.html#sec-tests-files-overview > # * https://testthat.r-lib.org/articles/special-files.html > > library(testthat) > library(DistributionIV) > > test_check("DistributionIV") OMP: Warning #96: Cannot form a team with 48 threads, using 2 instead. OMP: Hint Consider unsetting KMP_DEVICE_THREAD_LIMIT (KMP_ALL_THREADS), KMP_TEAMS_THREAD_LIMIT, and OMP_THREAD_LIMIT (if any are set). DIV object with noise dimensions (for shared noise eps_H, and for indep. noise eps_X and eps_Y): (50,50,50) hidden dimensions: 100 number of layers: 3 number of epochs: 20 learning rate: 0.001 standardization: TRUE Training loss: epoch Energy loss E(||U-Uhat||) E(||Uhat-Uhat'||) 1 0.898 1.43 1.07 2 0.875 1.45 1.15 4 0.898 1.51 1.23 6 0.936 1.71 1.55 8 0.909 1.72 1.62 10 0.819 1.78 1.93 12 0.804 1.79 1.98 14 0.856 1.91 2.11 16 0.920 2.02 2.21 18 0.915 2.08 2.33 20 0.796 1.88 2.17 Prediction-loss E(||U-Uhat||) and variance-loss E(||Uhat-Uhat'||) should ideally be equally large -- consider training for more epochs if there is a mismatch. [ FAIL 0 | WARN 0 | SKIP 0 | PASS 23 ] > > proc.time() user system elapsed 51.20 5.17 12.00