@@ -3810,7 +3810,7 @@ struct test_rope : public test_case {
38103810
38113811 test_rope (ggml_type type = GGML_TYPE_F32,
38123812 std::array<int64_t , 4 > ne_a = {10 , 5 , 3 , 1 },
3813- int n_dims = 10 , int mode = 0 , int n_ctx = 512 , float fs = 1 .0f ,
3813+ int n_dims = 10 , int mode = GGML_ROPE_TYPE_NORMAL , int n_ctx = 512 , float fs = 1 .0f ,
38143814 float ef = 0 .0f , float af = 0 .0f , bool ff = false , int v = 0 , bool forward = true , bool inplace = false )
38153815 : type(type), ne_a(ne_a), n_dims(n_dims), mode(mode), n_ctx(n_ctx), fs(fs), ef(ef), af(af), ff(ff), v(v), forward(forward), inplace(inplace) {}
38163816
@@ -6548,26 +6548,26 @@ static std::vector<std::unique_ptr<test_case>> make_test_cases_eval() {
65486548 for (ggml_type type : {GGML_TYPE_F32, GGML_TYPE_F16}) {
65496549 for (bool ff : {false , true }) { // freq_factors
65506550 for (float v : { 0 , 1 }) {
6551- test_cases.emplace_back (new test_rope (type, {128 , 32 , 2 , 1 }, 128 , 0 , 512 , fs, ef, af, ff, v, fw)); // llama 7B
6551+ test_cases.emplace_back (new test_rope (type, {128 , 32 , 2 , 1 }, 128 , GGML_ROPE_TYPE_NORMAL , 512 , fs, ef, af, ff, v, fw)); // llama 7B
65526552
65536553 if (all) {
6554- test_cases.emplace_back (new test_rope (type, {128 , 40 , 2 , 1 }, 128 , 0 , 512 , fs, ef, af, ff, v, fw)); // llama 13B
6555- test_cases.emplace_back (new test_rope (type, {128 , 52 , 2 , 1 }, 128 , 0 , 512 , fs, ef, af, ff, v, fw)); // llama 30B
6556- test_cases.emplace_back (new test_rope (type, {128 , 64 , 2 , 1 }, 128 , 0 , 512 , fs, ef, af, ff, v, fw)); // llama 65B
6554+ test_cases.emplace_back (new test_rope (type, {128 , 40 , 2 , 1 }, 128 , GGML_ROPE_TYPE_NORMAL , 512 , fs, ef, af, ff, v, fw)); // llama 13B
6555+ test_cases.emplace_back (new test_rope (type, {128 , 52 , 2 , 1 }, 128 , GGML_ROPE_TYPE_NORMAL , 512 , fs, ef, af, ff, v, fw)); // llama 30B
6556+ test_cases.emplace_back (new test_rope (type, {128 , 64 , 2 , 1 }, 128 , GGML_ROPE_TYPE_NORMAL , 512 , fs, ef, af, ff, v, fw)); // llama 65B
65576557 }
65586558
65596559 if (all) {
6560- test_cases.emplace_back (new test_rope (type, { 64 , 1 , 2 , 1 }, 64 , 2 , 512 , fs, ef, af, ff, v, fw)); // neox (falcon 7B)
6561- test_cases.emplace_back (new test_rope (type, { 64 , 71 , 2 , 1 }, 64 , 2 , 512 , fs, ef, af, ff, v, fw)); // neox (falcon 7B)
6562- test_cases.emplace_back (new test_rope (type, { 64 , 8 , 2 , 1 }, 64 , 2 , 512 , fs, ef, af, ff, v, fw)); // neox (falcon 40B)
6560+ test_cases.emplace_back (new test_rope (type, { 64 , 1 , 2 , 1 }, 64 , GGML_ROPE_TYPE_NEOX , 512 , fs, ef, af, ff, v, fw)); // neox (falcon 7B)
6561+ test_cases.emplace_back (new test_rope (type, { 64 , 71 , 2 , 1 }, 64 , GGML_ROPE_TYPE_NEOX , 512 , fs, ef, af, ff, v, fw)); // neox (falcon 7B)
6562+ test_cases.emplace_back (new test_rope (type, { 64 , 8 , 2 , 1 }, 64 , GGML_ROPE_TYPE_NEOX , 512 , fs, ef, af, ff, v, fw)); // neox (falcon 40B)
65636563
6564- test_cases.emplace_back (new test_rope (type, { 80 , 32 , 2 , 1 }, 20 , 0 , 512 , fs, ef, af, ff, v, fw));
6565- test_cases.emplace_back (new test_rope (type, { 80 , 32 , 2 , 1 }, 32 , 0 , 512 , fs, ef, af, ff, v, fw));
6566- test_cases.emplace_back (new test_rope (type, { 80 , 32 , 4 , 1 }, 32 , 0 , 512 , fs, ef, af, ff, v, fw));
6564+ test_cases.emplace_back (new test_rope (type, { 80 , 32 , 2 , 1 }, 20 , GGML_ROPE_TYPE_NORMAL , 512 , fs, ef, af, ff, v, fw));
6565+ test_cases.emplace_back (new test_rope (type, { 80 , 32 , 2 , 1 }, 32 , GGML_ROPE_TYPE_NORMAL , 512 , fs, ef, af, ff, v, fw));
6566+ test_cases.emplace_back (new test_rope (type, { 80 , 32 , 4 , 1 }, 32 , GGML_ROPE_TYPE_NORMAL , 512 , fs, ef, af, ff, v, fw));
65676567
6568- test_cases.emplace_back (new test_rope (type, { 80 , 32 , 2 , 1 }, 20 , 2 , 512 , fs, ef, af, ff, v, fw)); // neox (stablelm)
6569- test_cases.emplace_back (new test_rope (type, { 80 , 32 , 2 , 1 }, 32 , 2 , 512 , fs, ef, af, ff, v, fw)); // neox (phi-2)
6570- test_cases.emplace_back (new test_rope (type, { 80 , 32 , 4 , 1 }, 32 , 2 , 512 , fs, ef, af, ff, v, fw)); // neox (phi-2)
6568+ test_cases.emplace_back (new test_rope (type, { 80 , 32 , 2 , 1 }, 20 , GGML_ROPE_TYPE_NEOX , 512 , fs, ef, af, ff, v, fw)); // neox (stablelm)
6569+ test_cases.emplace_back (new test_rope (type, { 80 , 32 , 2 , 1 }, 32 , GGML_ROPE_TYPE_NEOX , 512 , fs, ef, af, ff, v, fw)); // neox (phi-2)
6570+ test_cases.emplace_back (new test_rope (type, { 80 , 32 , 4 , 1 }, 32 , GGML_ROPE_TYPE_NEOX , 512 , fs, ef, af, ff, v, fw)); // neox (phi-2)
65716571 }
65726572
65736573 if (all) {
@@ -6578,7 +6578,7 @@ static std::vector<std::unique_ptr<test_case>> make_test_cases_eval() {
65786578 test_cases.emplace_back (new test_rope (type, { 80 , 16 , 2 , 1 }, 80 , GGML_ROPE_TYPE_VISION, 512 , fs, ef, af, ff, v, fw)); // rope_multi,m-rope (qwen2vl ViT)
65796579 }
65806580
6581- test_cases.emplace_back (new test_rope (type, { 64 , 128 , 2 , 1 }, 64 , 2 , 512 , fs, ef, af, ff, v, fw)); // neox (falcon 40B)
6581+ test_cases.emplace_back (new test_rope (type, { 64 , 128 , 2 , 1 }, 64 , GGML_ROPE_TYPE_NEOX , 512 , fs, ef, af, ff, v, fw)); // neox (falcon 40B)
65826582 }
65836583 }
65846584
@@ -6591,7 +6591,7 @@ static std::vector<std::unique_ptr<test_case>> make_test_cases_eval() {
65916591
65926592 // single inplace test per type/mode/ff
65936593 for (ggml_type type : {GGML_TYPE_F32, GGML_TYPE_F16}) {
6594- for (int mode : {0 , 2 , 8 , 24 }) {
6594+ for (int mode : {GGML_ROPE_TYPE_NORMAL, GGML_ROPE_TYPE_NEOX, GGML_ROPE_TYPE_MROPE, GGML_ROPE_TYPE_VISION }) {
65956595 for (bool ff : {false , true }) {
65966596 test_cases.emplace_back (new test_rope (type, {128 , 32 , 2 , 1 }, 128 , mode, 512 , 1 .4245f , 0 .7465f , 1 .4245f , ff, 0 , true , true ));
65976597 }
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