eric-haibin-lin commented on a change in pull request #10451: [MXNET-432] Add 
Foreach
URL: https://github.com/apache/incubator-mxnet/pull/10451#discussion_r189722567
 
 

 ##########
 File path: src/imperative/imperative_utils.h
 ##########
 @@ -456,17 +458,24 @@ inline void PushOperator(const OpStatePtr& state,
   if (fcompute_ex != nullptr && dispatch_mode == DispatchMode::kFComputeEx) {
     const auto& run = [=](RunContext rctx,
                           engine::CallbackOnComplete on_complete) {
-      OpContext opctx{is_train, rctx, on_complete, requested};
+      bool need_grad = Imperative::Get()->is_recording();
+      OpContext opctx{need_grad, is_train, rctx, on_complete, requested};
 #if MXNET_USE_MKLDNN == 1
       InvalidateOutputs(outputs, req);
 #endif
       fcompute_ex(state, opctx, inputs, req, outputs);
-      if (ctx.dev_mask() == gpu::kDevMask && exec_type == ExecType::kSync) {
 
 Review comment:
   Good catch. I think we need to check 
   `bool is_gpu = rctx.get_ctx().dev_mask() == gpu::kDevMask;` 
   

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