NCCL 2.27.5-1

Improvements for GB200 systems
* Optimize the network performance by alternating the direction of the
  rings and the NIC to GPU assignment across communicators to limit
  unnecessary sharing.
* Fix the detection of C2C links in case GPU Direct RDMA is disabled
  between a GPU and a NIC.
* Fix PXN support on MNNVL systems, where NCCL would try (and fail) to
  share regular host memory across multiple nodes.
* Fix P2C (PXN over C2C), which is now preferred over regular PXN.  This
  support is currently preliminary and is disabled by default; use
  NCCL_PXN_C2C=1 to enable.

Further reduce the overheads of CUDA graph capturing, which increased in
NCCL 2.26.2 for large graphs.

Optimize the network performance on DGX B200 systems by adjusting the
bandwidths provided to the graph search algorithm.

Enable fp8 reductions in symmetric kernels on Blackwell with CUDA 12.8.

Restore the plugin name handling logic to make it possible to specify a
path to the plugin (Issue #1732).

Restore the ability to change NCCL_COLLNET_ENABLE during execution
(Issue #1741).

Add an example tuner plugin with CSV-based overrides.

Remove an x86 dependency from the example profiler.


[ROCm/rccl commit: 3ea7eedf3b]

projects/rccl/src/misc/mlx5dvsymbols.cc

@@ -52,6 +52,9 @@ ncclResult_t buildMlx5dvSymbols(struct ncclMlx5dvSymbols* mlx5dvSymbols) {
 #define LOAD_SYM_VERSION(handle, symbol, funcptr, version) do {  \
     cast = (void**)&funcptr;                                     \
     *cast = dlvsym(handle, symbol, version);                     \
+    if (*cast == NULL) {                                         \
+      INFO(NCCL_NET, "dlvsym failed on %s - %s version %s", symbol, dlerror(), version);  \
+    }                                                            \
   } while (0)
 
   LOAD_SYM(mlx5dvhandle, "mlx5dv_is_supported", mlx5dvSymbols->mlx5dv_internal_is_supported);

projects/rccl/src/misc/strongstream.cc

@@ -21,7 +21,6 @@ struct ncclStrongStreamCapture {
   cudaGraph_t graph;
   unsigned long long graphId;
   cudaStream_t captureStream;
-  cudaGraphNode_t lastRecord;
   void* acquiredBy;
 };
 
@@ -216,7 +215,6 @@ ncclResult_t ncclStrongStreamAcquire(
         CUDACHECKGOTO(cudaStreamCreateWithFlags(&cap->captureStream, cudaStreamNonBlocking), ret, do_unlock);
       }
       cap->graphId = graph.graphId;
-      cap->lastRecord = nullptr;
       cap->acquiredBy = localThreadId();
       // Push to capturing list.
       cap->next = ss->captureHead;
@@ -296,16 +294,6 @@ ncclResult_t ncclStrongStreamRelease(
         cudaGraphNode_t recordNode;
         CUDACHECK(cudaGraphAddEventRecordNode(&recordNode, graph.graph, nullptr, 0, ss->serialEvent));
 
-        // Make this record order after previous record on this stream.
-        if (cap->lastRecord != nullptr) {
-        #if CUDART_VERSION >= 13000
-          CUDACHECK(cudaGraphAddDependencies_v2(graph.graph, &cap->lastRecord, &recordNode, nullptr, 1));
-        #else
-          CUDACHECK(cudaGraphAddDependencies(graph.graph, &cap->lastRecord, &recordNode, 1));
-        #endif
-        }
-        cap->lastRecord = recordNode;
-
         // Get current nodes from work stream so we can add them as dependencies.
         cudaStreamCaptureStatus status;
         cudaGraphNode_t const* nodes;
@@ -338,6 +326,22 @@ ncclResult_t ncclStrongStreamRelease(
           }
         }
 
+	// Make every future operation captured on cap->captureStream depend on 'recordNode'.
+        #if CUDART_VERSION >= 13000
+        CUDACHECK(cudaStreamUpdateCaptureDependencies_v2(
+                    cap->captureStream,
+                    &recordNode,          /* dependencies                */
+                    /*edges =*/ nullptr,  /* no edge annotations         */
+                    1,                    /* count                       */
+                    cudaStreamSetCaptureDependencies));
+        #else
+        CUDACHECK(cudaStreamUpdateCaptureDependencies(
+                    cap->captureStream,
+                    &recordNode,
+                    1,
+                    cudaStreamSetCaptureDependencies));
+        #endif
+
         if (cap->acquiredBy != localThreadId() && ncclParamLaunchRaceFatal()) {
           WARN("%s", launchRaceFatalMsg);
           return ncclInvalidUsage;