Fix stream semantics with default streams.

Signed-off-by: Michal Zientkiewicz <michalz@nvidia.com>
NVIDIA · Oct 25, 2024 · 6571032 · 6571032
1 parent 2d912c3
commit 6571032
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Showing 2 changed files with 58 additions and 21 deletions.
diff --git a/dali/core/access_order.cc b/dali/core/access_order.cc
@@ -1,4 +1,4 @@
-// Copyright (c) 2021-2022, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+// Copyright (c) 2021-2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
 //
 // Licensed under the Apache License, Version 2.0 (the "License");
 // you may not use this file except in compliance with the License.
@@ -25,6 +25,13 @@ AccessOrder::AccessOrder(cudaStream_t stream) : stream_(stream) {
     device_id_ = DeviceFromStream(stream);
 }
 
+constexpr bool is_ambiguous_handle(cudaStream_t stream) {
+  return
+      stream == 0 ||
+      stream == cudaStreamPerThread ||
+      stream == cudaStreamLegacy;
+}
+
 void AccessOrder::wait(const AccessOrder &other) const {
   if (*this == other)
     return;
@@ -33,44 +40,60 @@ void AccessOrder::wait(const AccessOrder &other) const {
   // always considered up-to-date.
   if (!has_value() || !other.is_device())
     return;
+
+  auto current_dev = []() {
+    int dev;
+    CUDA_CALL(cudaGetDevice(&dev));
+    return dev;
+  };
+
+  auto need_device_switch = [&]() {
+    return is_ambiguous_handle(other.stream_) && other.device_id() != current_dev();
+  };
+
   if (is_device()) {
     auto &pool = CUDAEventPool::instance();
     int other_dev = other.device_id();
     auto event = pool.Get(other_dev);
     // Record an event in the preceding stream
 
-    auto current_dev = []() {
-      int dev;
-      CUDA_CALL(cudaGetDevice(&dev));
-      return dev;
-    };
-
     // If the stream handle has a special value, we can't refer to it directly - it is
     // inherently associated with the concept of "current device" and it must be switched
-    if (other_dev != device_id_ ||
-        ((other.stream_ == 0 ||
-         other.stream_ == cudaStreamPerThread ||
-         other.stream_ == cudaStreamLegacy) &&
-         other_dev != current_dev())) {
+    if (need_device_switch()) {
       DeviceGuard dg(other.device_id_);
       CUDA_CALL(cudaEventRecord(event, other.stream()));
     } else {
       CUDA_CALL(cudaEventRecord(event, other.stream()));
     }
     // and wait for it in this stream
-    CUDA_CALL(cudaStreamWaitEvent(stream(), event, 0));
+    if (is_ambiguous_handle(stream())) {
+      DeviceGuard dg(device_id_);
+      CUDA_CALL(cudaStreamWaitEvent(stream(), event, 0));
+    } else {
+      CUDA_CALL(cudaStreamWaitEvent(stream(), event, 0));
+    }
     pool.Put(std::move(event), other_dev);
   } else {
     // host order - wait for the preceding stream on host
-    CUDA_CALL(cudaStreamSynchronize(other.stream()));
+    if (need_device_switch()) {
+      DeviceGuard dg(device_id_);
+      CUDA_CALL(cudaStreamSynchronize(other.stream()));
+    } else {
+      CUDA_CALL(cudaStreamSynchronize(other.stream()));
+    }
   }
 }
 
 void AccessOrder::wait(cudaEvent_t event) const {
   if (!has_value())
     throw std::logic_error("A null AccessOrder cannot wait for an event.");
   if (is_device()) {
-    CUDA_DTOR_CALL(cudaStreamWaitEvent(stream(), event, 0));
+    if (is_ambiguous_handle(stream())) {
+      DeviceGuard dg(device_id_);
+      CUDA_DTOR_CALL(cudaStreamWaitEvent(stream(), event, 0));
+    } else {
+      CUDA_DTOR_CALL(cudaStreamWaitEvent(stream(), event, 0));
+    }
   } else {
     CUDA_DTOR_CALL(cudaEventSynchronize(event));
   }

diff --git a/dali/pipeline/operator/builtin/input_operator.h b/dali/pipeline/operator/builtin/input_operator.h
@@ -48,7 +48,7 @@ struct InputQueueItem {
       if (device_id != device_id_)
         Put();
       if (!event_) {
-        event_ = CUDAEventPool::instance().Get(device_id_);
+        event_ = CUDAEventPool::instance().Get(device_id);
         device_id_ = device_id;
       }
     }
@@ -413,7 +413,17 @@ class InputOperator : public Operator<Backend>, virtual public BatchSizeProvider
       tl_elm->data.Copy(batch, order, use_copy_kernel);
       int device_id = order.is_device() ? order.device_id() : tl_elm->data.device_id();
       cudaEvent_t event = tl_elm->GetCompletionEvent(order.device_id());
-      CUDA_CALL(cudaEventRecord(event, order.stream()));
+
+      if (order.device_id() != device_id_ &&
+          (order.stream() == 0 ||
+          order.stream() == cudaStreamPerThread ||
+          order.stream() == cudaStreamLegacy)) {
+        // In case of ambiguous stream handles, we need to swithch to the proper device
+        DeviceGuard dg;
+        CUDA_CALL(cudaEventRecord(event, order.stream()));
+      } else {
+        CUDA_CALL(cudaEventRecord(event, order.stream()));
+      }
 
       if (zero_copy_noncontiguous_gpu_input_) {
         DALI_WARN("ExternalSource operator should not mix contiguous and noncontiguous inputs. "
@@ -476,10 +486,14 @@ class InputOperator : public Operator<Backend>, virtual public BatchSizeProvider
     }
     tl_elm->data.Copy(batch, order, use_copy_kernel);
     int copy_device = order.is_device() ? order.device_id() : tl_elm->data.device_id();
-    auto event = tl_elm->GetCompletionEvent(copy_device);
-    CUDA_CALL(cudaEventRecord(event, order.stream()));
-    if (sync) {
-      CUDA_CALL(cudaEventSynchronize(event));
+
+    {
+      DeviceGuard dg(copy_device);
+      auto event = tl_elm->GetCompletionEvent(copy_device);
+      CUDA_CALL(cudaEventRecord(event, order.stream()));
+      if (sync) {
+        CUDA_CALL(cudaEventSynchronize(event));
+      }
     }
 
     {