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-rw-r--r--llama.cpp/ggml/src/ggml-sycl/add-id.cpp77
1 files changed, 77 insertions, 0 deletions
diff --git a/llama.cpp/ggml/src/ggml-sycl/add-id.cpp b/llama.cpp/ggml/src/ggml-sycl/add-id.cpp
new file mode 100644
index 0000000..00c073c
--- /dev/null
+++ b/llama.cpp/ggml/src/ggml-sycl/add-id.cpp
@@ -0,0 +1,77 @@
+#include <sycl/sycl.hpp>
+#include "common.hpp"
+#include "add-id.hpp"
+
+static void add_id_kernel(
+ const float* src0,
+ const float* src1,
+ const int32_t* src2,
+ float* dst,
+ int64_t ne0,
+ int64_t ne1,
+ size_t nb01,
+ size_t nb02,
+ size_t nb11,
+ size_t nb21,
+ sycl::nd_item<3> item_ct1) {
+ const int64_t i1 = item_ct1.get_group(2);
+ const int64_t i2 = item_ct1.get_group(1);
+
+ const int i11 =
+ *(const int32_t*)((const char*)src2 + i1 * sizeof(int32_t) + i2 * nb21);
+
+ const size_t nb1 = ne0 * sizeof(float);
+ const size_t nb2 = ne1 * nb1;
+
+ float* dst_row = (float*)((char*)dst + i1 * nb1 + i2 * nb2);
+ const float* src0_row =
+ (const float*)((const char*)src0 + i1 * nb01 + i2 * nb02);
+ const float* src1_row = (const float*)((const char*)src1 + i11 * nb11);
+
+ for (int64_t i0 = item_ct1.get_local_id(2); i0 < ne0;
+ i0 += item_ct1.get_local_range(2)) {
+ dst_row[i0] = src0_row[i0] + src1_row[i0];
+ }
+}
+
+void ggml_sycl_add_id(ggml_backend_sycl_context& ctx, ggml_tensor* dst) {
+ const ggml_tensor* src0 = dst->src[0];
+ const ggml_tensor* src1 = dst->src[1];
+ const ggml_tensor* src2 = dst->src[2];
+
+ GGML_TENSOR_TERNARY_OP_LOCALS
+
+ GGML_ASSERT(dst->type == GGML_TYPE_F32);
+ GGML_ASSERT(src0->type == GGML_TYPE_F32);
+ GGML_ASSERT(src1->type == GGML_TYPE_F32);
+ GGML_ASSERT(src2->type == GGML_TYPE_I32);
+
+ GGML_ASSERT(nb00 == sizeof(float));
+ GGML_ASSERT(nb10 == sizeof(float));
+ GGML_ASSERT(nb20 == sizeof(int32_t));
+
+ const float* src0_d = (const float*)src0->data;
+ const float* src1_d = (const float*)src1->data;
+ const int32_t* src2_d = (const int32_t*)src2->data;
+ float* dst_d = (float*)dst->data;
+
+ int threads = std::min((int)ne00, 768); // cols
+ ctx.stream()->parallel_for(
+ sycl::nd_range<3>(
+ sycl::range<3>(1, ne02, ne01) * sycl::range<3>(1, 1, threads),
+ sycl::range<3>(1, 1, threads)),
+ [=](sycl::nd_item<3> item_ct1) {
+ add_id_kernel(
+ src0_d,
+ src1_d,
+ src2_d,
+ dst_d,
+ ne0,
+ ne1,
+ nb01,
+ nb02,
+ nb11,
+ nb21,
+ item_ct1);
+ });
+}