comaniac commented on a change in pull request #8285:
URL: https://github.com/apache/tvm/pull/8285#discussion_r654869776



##########
File path: src/runtime/vm/pooled_allocator.h
##########
@@ -57,14 +57,22 @@ class PooledAllocator final : public Allocator {
     Buffer buf;
     buf.device = device_;
     buf.size = size;
-    buf.data = DeviceAPI::Get(device_)->AllocDataSpace(device_, size, 
alignment, type_hint);
+    try {
+      buf.data = DeviceAPI::Get(device_)->AllocDataSpace(device_, size, 
alignment, type_hint);
+    } catch (InternalError& err) {
+      LOG(WARNING) << "PooledAllocator got InternalError during allocation: " 
<< err.message();
+      LOG(WARNING) << "Trying to release all unused memory and reallocate...";
+      ReleaseAll();
+      buf.data = DeviceAPI::Get(device_)->AllocDataSpace(device_, size, 
alignment, type_hint);

Review comment:
       Hmm, would that be better if we let ReleaseAll return the size it 
released and check if it is larger than the requested size? So that we can 
directly throw a message including both sizes without calling alloc again.




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