src/test/scripts/functions/lineage/GPUCacheEviction1.dml

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X = rand(rows=10000, cols=1000, seed=42);
y = rand(rows=10000, cols=1000, seed=43);
S = matrix(0, rows=1, cols=3);

for (j in 1:2) {
X1 = X;
y1 = y;
S1 = 0;
# fill half of the cache
  for (i in 1:20) {
    R = X1 * y1;
    X1 = cbind(X1, rand(rows=10000, cols=1, seed=42));
    y1 = cbind(y1, rand(rows=10000, cols=1, seed=42));
    while(FALSE){}
    S1 = S1 + sum(R);
  }
}
S[,1] = S1;

X2 = X;
y2 = y;
S2 = 0;
# reuse (saves cache pollution)
for (i in 1:20) {
  R = X2 * y2;
  X2 = cbind(X2, rand(rows=10000, cols=1, seed=42));
  y2 = cbind(y2, rand(rows=10000, cols=1, seed=42));
  while(FALSE){}
  S2 = S2 + sum(R);
}
S[,2] = S2;

# generate eviction
for (i in 1:20) {
  R = X1 * y1;
  X1 = cbind(X1, rand(rows=10000, cols=1, seed=42));
  y1 = cbind(y1, rand(rows=10000, cols=1, seed=42));
  while(FALSE){}
  S1 = S1 + sum(R);
}
S[,3] = S1;

write(S, $1, format="text");