Vulkan: Add perf tests for OUT_PROD Q4_0

Author: Italo Nicola

tests/test-backend-ops.cpp

@@ -6688,6 +6688,17 @@ static std::vector<std::unique_ptr<test_case>> make_test_cases_perf() {
     test_cases.emplace_back(new test_argmax(GGML_TYPE_F32, {1024, 10, 1, 1}));
     test_cases.emplace_back(new test_argmax(GGML_TYPE_F32, {32000, 512, 1, 1}));
 
+    test_cases.emplace_back(new test_out_prod(GGML_TYPE_Q4_0, GGML_TYPE_F32, 16416, 1, 128, {8,  1}, {4, 1}));
+    test_cases.emplace_back(new test_out_prod(GGML_TYPE_Q4_0, GGML_TYPE_F32, 128, 1, 16416, {8,  1}, {4, 1}, true));
+    test_cases.emplace_back(new test_out_prod(GGML_TYPE_Q4_0, GGML_TYPE_F32, 16416, 2, 128, {8,  1}, {4, 1}));
+    test_cases.emplace_back(new test_out_prod(GGML_TYPE_Q4_0, GGML_TYPE_F32, 128, 2, 16416, {8,  1}, {4, 1}, true));
+    test_cases.emplace_back(new test_out_prod(GGML_TYPE_Q4_0, GGML_TYPE_F32, 16416, 4, 128, {8,  1}, {4, 1}));
+    test_cases.emplace_back(new test_out_prod(GGML_TYPE_Q4_0, GGML_TYPE_F32, 128, 4, 16416, {8,  1}, {4, 1}));
+    test_cases.emplace_back(new test_out_prod(GGML_TYPE_Q4_0, GGML_TYPE_F32, 128, 4, 16416, {8,  1}, {4, 1}, true));
+    test_cases.emplace_back(new test_out_prod(GGML_TYPE_Q4_0, GGML_TYPE_F32, 16416, 8, 128, {8,  1}, {4, 1}));
+    test_cases.emplace_back(new test_out_prod(GGML_TYPE_Q4_0, GGML_TYPE_F32, 128, 8, 16416, {8,  1}, {4, 1}));
+    test_cases.emplace_back(new test_out_prod(GGML_TYPE_Q4_0, GGML_TYPE_F32, 128, 8, 16416, {8,  1}, {4, 1}, true));
+
     test_cases.emplace_back(new test_mul_mat(GGML_TYPE_F16, GGML_TYPE_F32, 16416, 1, 128, {8,  1}, {4, 1}, {0, 2, 1, 3}));
     test_cases.emplace_back(new test_mul_mat(GGML_TYPE_F16, GGML_TYPE_F32, 128, 1, 16416, {8,  1}, {4, 1}, {0, 1, 2, 3}, true));