tinyblas dynamic dispaching

Author: Djip007

examples/server/tests/unit/test_completion.py

@@ -78,7 +78,7 @@ def test_completion_stream_vs_non_stream():
 @pytest.mark.parametrize("n_slots", [1, 2])
 def test_consistent_result_same_seed(n_slots: int):
     global server
-    server.n_slots = 1
+    server.n_slots = n_slots
     server.start()
     last_res = None
     for _ in range(4):
@@ -115,7 +115,7 @@ def test_different_result_different_seed(n_slots: int):
 @pytest.mark.parametrize("temperature", [0.0, 1.0])
 def test_consistent_result_different_batch_size(n_batch: int, temperature: float):
     global server
-    server.n_batch = 1
+    server.n_batch = n_batch
     server.start()
     last_res = None
     for _ in range(4):

ggml/src/ggml-cpu/ggml-cpu.c

@@ -7420,14 +7420,14 @@ static void ggml_compute_forward_mul_mat(
     if (src1_cont) {
         for (int64_t i13 = 0; i13 < ne13; i13++)
             for (int64_t i12 = 0; i12 < ne12; i12++)
-                if (!llamafile_sgemm(ne01, ne11, ne00/ggml_blck_size(src0->type),
+                if (!llamafile_sgemm(params,
+                                     ne01, ne11, ne00/ggml_blck_size(src0->type),
                                      (const char *)src0->data + i12/r2*nb02 + i13/r3*nb03,
                                      nb01/ggml_type_size(src0->type),
                                      (const char *)src1->data + i12*nb12 + i13*nb13,
                                      nb11/ggml_type_size(src1->type),
                                      (char *)dst->data + i12*nb2 + i13*nb3,
                                      nb1/ggml_type_size(dst->type),
-                                     ith, nth,
                                      src0->type,
                                      src1->type,
                                      dst->type))
@@ -7472,14 +7472,14 @@ UseGgmlGemm1:;
 
         for (int64_t i13 = 0; i13 < ne13; i13++)
             for (int64_t i12 = 0; i12 < ne12; i12++)
-                if (!llamafile_sgemm(ne01, ne11, ne00/ggml_blck_size(src0->type),
+                if (!llamafile_sgemm(params,
+                                     ne01, ne11, ne00/ggml_blck_size(src0->type),
                                      (const char *)src0->data + i12/r2*nb02 + i13/r3*nb03,
                                      nb01/ggml_type_size(src0->type),
                                      (const char *)wdata + (i12*ne11 + i13*ne12*ne11)*row_size,
                                      row_size/ggml_type_size(vec_dot_type),
                                      (char *)dst->data + i12*nb2 + i13*nb3,
                                      nb1/ggml_type_size(dst->type),
-                                     ith, nth,
                                      src0->type,
                                      vec_dot_type,
                                      dst->type))