tests/testthat/test_TTWOPT.R

In ttTensor: Tensor-Train Decomposition

# Data
X1 <- array(rnorm(3*5*7*9*11), c(3,5,7,9,11))
dimnames(X1) <- list(
    I=paste0("i", 1:3),
    J=paste0("j", 1:5),
    K=paste0("k", 1:7),
    L=paste0("l", 1:9),
    M=paste0("m", 1:11)
    )
X1 <- as.tensor(X1)
Ranks <- c(p=2, q=4, r=6, s=8)
# TTWOPT
out.TTWOPT <- TTWOPT(X1, Ranks, eta=1E-7)
# Test
expect_equivalent(length(out.TTWOPT), 4)
expect_equivalent(dim(out.TTWOPT[[1]][[1]])[1], 3)
expect_equivalent(dim(out.TTWOPT[[1]][[1]])[2], 2)
expect_equivalent(dim(out.TTWOPT[[1]][[2]])[1], 2)
expect_equivalent(dim(out.TTWOPT[[1]][[2]])[2], 5)
expect_equivalent(dim(out.TTWOPT[[1]][[2]])[3], 4)
expect_equivalent(dim(out.TTWOPT[[1]][[3]])[1], 4)
expect_equivalent(dim(out.TTWOPT[[1]][[3]])[2], 7)
expect_equivalent(dim(out.TTWOPT[[1]][[3]])[3], 6)
expect_equivalent(dim(out.TTWOPT[[1]][[4]])[1], 6)
expect_equivalent(dim(out.TTWOPT[[1]][[4]])[2], 9)
expect_equivalent(dim(out.TTWOPT[[1]][[4]])[3], 8)
expect_equivalent(dim(out.TTWOPT[[1]][[5]])[1], 8)
expect_equivalent(dim(out.TTWOPT[[1]][[5]])[2], 11)