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SYCL: Avoid using with SYCL-Graph for unsupported nodes (llama/13587)

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Currently on a CUDA backend to SYCL when running
`GGML_SYCL_DISABLE_GRAPH=0 ./bin/test-backend-ops -b SYCL0` there
are two operations that throw an exception from the blocking
waits during queue recording.

* `-o CONCAT` : Use of blocking waits on a queue that's being recorded https://github.com/ggml-org/llama.cpp/blob/master/ggml/src/ggml-sycl/concat.cpp#L185-L187
* `-o MUL_MAT_ID`: Blocking wait on a recording queue for a copy to host memory https://github.com/ggml-org/llama.cpp/blob/master/ggml/src/ggml-sycl/ggml-sycl.cpp#L3072-L3074

We've noticed that `ggml-cuda.cu` has the
[check_node_graph_compatibility_and_refresh_copy_ops](39e73ae0d6/ggml/src/ggml-cuda/ggml-cuda.cu (L2458-L2458))
method for checking if a graph can be used, even if enabled. I've taken a
similar approach in this PR by adding a method to `ggml-sycl.cpp` for checking
if a graph can be used for the operations even if a user has asked for it to be
enabled.
This commit is contained in:
Ewan Crawford
2025-05-22 09:24:09 +01:00
committed by Georgi Gerganov
parent 316600e8ee
commit 730a00be8a
1 changed files with 33 additions and 1 deletions
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34
ggml/src/ggml-sycl/ggml-sycl.cpp
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@ -3809,11 +3809,43 @@ static void ggml_backend_sycl_graph_compute_impl(ggml_backend_sycl_context * syc
}
}
#ifdef GGML_SYCL_GRAPH
static bool check_graph_compatibility(ggml_cgraph * cgraph) {
if (ggml_sycl_info().device_count > 1) {
// A sycl_ex::command_graph object can only be created for a single device
GGML_LOG_INFO("%s: disabling SYCL graphs due to multiple devices\n", __func__);
return false;
}
for (int i = 0; i < cgraph->n_nodes; i++) {
const ggml_op node_op = cgraph->nodes[i]->op;
switch (node_op) {
default:
break;
case GGML_OP_CONCAT:
// ggml_sycl_op_concat() does a blocking host wait after memcpy operations,
// but wait() can't be called on the events returned by a queue recording
// to a graph.
[[fallthrough]];
case GGML_OP_MUL_MAT_ID:
// ggml_sycl_mul_mat_id() does a blocking host wait on the sycl queue after
// submitting a memcpy operation, but wait() can't be called on a queue that
// is recording to a graph.
GGML_LOG_INFO("%s: disabling SYCL graphs due to unsupported node type %s\n", __func__,
ggml_op_name(node_op));
return false;
}
}
return true;
}
#endif
static ggml_status ggml_backend_sycl_graph_compute(ggml_backend_t backend, ggml_cgraph * cgraph) {
auto * sycl_ctx = static_cast<ggml_backend_sycl_context *>(backend->context);
#ifdef GGML_SYCL_GRAPH
if (!g_ggml_sycl_disable_graph) {
bool use_sycl_graph = !g_ggml_sycl_disable_graph && check_graph_compatibility(cgraph);
if (use_sycl_graph) {
const bool graph_support = dpct::get_device(sycl_ctx->device).has(sycl::aspect::ext_oneapi_limited_graph);
if (!graph_support) {
GGML_SYCL_DEBUG("[SYCL-GRAPH] can not use graphs on device:%d\n", sycl_ctx->device);