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cuda : non-cont concat support (#7610)

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* tests : add non-cont concat tests

* cuda : non-cont concat support

ggml-ci
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Georgi Gerganov 2024-05-29 15:38:26 +03:00 • committed by GitHub
parent 210d99173d
commit cce3dcffc5
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GPG key ID: B5690EEEBB952194
2 changed files with 112 additions and 29 deletions
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33
tests/test-backend-ops.cpp
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@ -1262,22 +1262,37 @@ struct test_concat : public test_case {
const std::array<int64_t, 4> ne_a;
const int64_t ne_b_d;
const int dim;
const int v; // view (1 << 0: non-cont a, 1 << 1: non-cont b)
std::string vars() override {
return VARS_TO_STR4(type, ne_a, ne_b_d, dim);
return VARS_TO_STR5(type, ne_a, ne_b_d, dim, v);
}
test_concat(ggml_type type = GGML_TYPE_F32,
std::array<int64_t, 4> ne_a = {10, 10, 10, 10},
int64_t ne_b_d = 10,
int dim = 2)
: type(type), ne_a(ne_a), ne_b_d(ne_b_d), dim(dim) {}
int dim = 2, int v = 0)
: type(type), ne_a(ne_a), ne_b_d(ne_b_d), dim(dim), v(v) {}
ggml_tensor * build_graph(ggml_context * ctx) override {
auto ne_b = ne_a;
ne_b[dim] = ne_b_d;
ggml_tensor * a = ggml_new_tensor(ctx, type, 4, ne_a.data());
ggml_tensor * b = ggml_new_tensor(ctx, type, 4, ne_b.data());
ggml_tensor * a;
if (v & 1) {
auto ne = ne_a; ne[0] *= 2; ne[1] *= 4; ne[2] *= 3;
a = ggml_new_tensor(ctx, type, 4, ne.data());
a = ggml_view_4d(ctx, a, ne_a[0], ne_a[1], ne_a[2], ne_a[3], a->nb[1], a->nb[2], a->nb[3], 0);
} else {
a = ggml_new_tensor(ctx, type, 4, ne_a.data());
}
ggml_tensor * b;
if (v & 2) {
auto ne = ne_b; ne[0] *= 3; ne[1] *= 2; ne[2] *= 4;
b = ggml_new_tensor(ctx, type, 4, ne.data());
b = ggml_view_4d(ctx, b, ne_b[0], ne_b[1], ne_b[2], ne_b[3], b->nb[1], b->nb[2], b->nb[3], 0);
} else {
b = ggml_new_tensor(ctx, type, 4, ne_b.data());
}
ggml_tensor * out = ggml_concat(ctx, a, b, dim);
return out;
}
@ -2215,9 +2230,11 @@ static bool test_backend(ggml_backend_t backend, test_mode mode, const char * op
}
}
for (int dim : { 0, 1, 2, 3, }) {
test_cases.emplace_back(new test_concat(GGML_TYPE_F32, {11, 12, 13, 14}, 7, dim));
test_cases.emplace_back(new test_concat(GGML_TYPE_I32, {11, 12, 13, 14}, 7, dim));
for (int v : { 0, 1, 2, 3 }) {
for (int dim : { 0, 1, 2, 3, }) {
test_cases.emplace_back(new test_concat(GGML_TYPE_F32, {11, 12, 13, 14}, 7, dim, v));
test_cases.emplace_back(new test_concat(GGML_TYPE_I32, {11, 12, 13, 14}, 7, dim, v));
}
}
for (ggml_sort_order order : {GGML_SORT_ORDER_ASC, GGML_SORT_ORDER_DESC}) {