diff --git a/src/core/impl/comp_node/cpu/comp_node.cpp b/src/core/impl/comp_node/cpu/comp_node.cpp
index bbfce1d0..c63d102d 100644
--- a/src/core/impl/comp_node/cpu/comp_node.cpp
+++ b/src/core/impl/comp_node/cpu/comp_node.cpp
@@ -102,17 +102,23 @@ class CpuCompNode::SeqRecorderImpl final : public CompNodeSeqRecorder {
     bool m_fake_exec = false, m_synchronized = false, m_stopped = false,
          m_first_replay = true;
     SeqRecorderImpl** const m_self_pointer;
-    std::mutex* const m_self_pointer_mtx;
 
     std::vector<TaskElem> m_tasks;
     ThreadPool* m_thread_pool = nullptr;
+    const CompNode m_record_compnode;
+
+    /*!
+     * \brief use to check the all ther recording tasks are its self CompNode
+     * related task, void hook other CompNode related task to the recorder.
+     */
+    void check_the_same_comp_node(const CompNode& comp_node) const;
 
 public:
-    SeqRecorderImpl(SeqRecorderImpl** self_pointer,
-                    std::mutex* const self_pointer_mtx, ThreadPool* thread_pool)
+    SeqRecorderImpl(SeqRecorderImpl** self_pointer, ThreadPool* thread_pool,
+                    const CompNode& comp_node)
             : m_self_pointer{self_pointer},
-              m_self_pointer_mtx{self_pointer_mtx},
-              m_thread_pool{thread_pool} {
+              m_thread_pool{thread_pool},
+              m_record_compnode{comp_node} {
         mgb_assert(!*m_self_pointer);
         *m_self_pointer = this;
     }
@@ -123,23 +129,25 @@ public:
         }
     }
 
-    void enter_fake_exec() override {
+    void enter_fake_exec(const CompNode&  comp_node) override {
+        check_the_same_comp_node(comp_node);
         mgb_assert(!m_stopped && !m_fake_exec);
         m_fake_exec = true;
     }
 
-    void exit_fake_exec() override {
+    void exit_fake_exec(const CompNode&  comp_node) override {
+        check_the_same_comp_node(comp_node);
         mgb_assert(!m_stopped && m_fake_exec);
         mgb_assert(m_tasks.empty());
         m_fake_exec = false;
         m_synchronized = false;
     }
 
-    void stop() override {
+    void stop(const CompNode& comp_node = {}) override {
+        check_the_same_comp_node(comp_node);
         mgb_assert(*m_self_pointer == this);
         mgb_assert(!m_fake_exec);
         *m_self_pointer = nullptr;
-        m_self_pointer_mtx->unlock();
         m_stopped = true;
     }
 
@@ -175,25 +183,32 @@ public:
         });
     }
 
-    void on_alloc() {
+    void on_alloc(const CompNode& comp_node) {
+        check_the_same_comp_node(comp_node);
         mgb_assert(m_fake_exec,
                    "alloc is disallowed during comp node seq recording");
     }
 
-    void on_free() {
+    void on_free(const CompNode& comp_node) {
+        check_the_same_comp_node(comp_node);
         mgb_assert(m_fake_exec,
                    "free is disallowed during comp node seq recording");
     }
 
-    void on_sync() { m_synchronized = true; }
+    void on_sync(const CompNode& comp_node) {
+        check_the_same_comp_node(comp_node);
+        m_synchronized = true;
+    }
 
-    void dispatch(Task&& task) {
+    void dispatch(Task&& task, const CompNode& comp_node) {
         mgb_assert(!m_synchronized,
                    "no more tasks should be dispatched after synchronization");
         auto kern = [task](size_t, size_t) { task(); };
-        dispatch_allow_after_sync({std::move(kern), static_cast<size_t>(1_z)});
+        dispatch_allow_after_sync({std::move(kern), static_cast<size_t>(1_z)},
+                                  comp_node);
     }
-    void dispatch_allow_after_sync(Task&& task) {
+    void dispatch_allow_after_sync(Task&& task, const CompNode& comp_node) {
+        check_the_same_comp_node(comp_node);
         mgb_assert(!m_stopped,
                    "dispatch should not be called after recording is stopped");
         if (!m_fake_exec) {
@@ -201,151 +216,28 @@ public:
             m_tasks.push_back({std::move(kern), static_cast<size_t>(1_z)});
         }
     }
-    void dispatch(TaskElem&& task_elem) {
+    void dispatch(TaskElem&& task_elem, const CompNode& comp_node) {
         mgb_assert(!m_synchronized,
                    "no more tasks should be dispatched after synchronization");
-        dispatch_allow_after_sync(std::move(task_elem));
+        dispatch_allow_after_sync(std::move(task_elem), comp_node);
     }
-    void dispatch_allow_after_sync(TaskElem&& task_elem) {
+    void dispatch_allow_after_sync(TaskElem&& task_elem,
+                                   const CompNode& comp_node) {
+        check_the_same_comp_node(comp_node);
         mgb_assert(!m_stopped,
                    "dispatch should not be called after recording is stopped");
         if (!m_fake_exec) {
             m_tasks.push_back(task_elem);
         }
     }
-    size_t nr_threads() {
+    size_t nr_threads(const CompNode& comp_node) {
+        check_the_same_comp_node(comp_node);
         return m_thread_pool ? m_thread_pool->nr_threads() : 1_z;
     }
 
     ThreadPool* get_thread_pool() { return m_thread_pool; }
 };
 
-//! implementation of CPUDispatcher that is passed to megdnn via megcore
-class CpuCompNode::WorkerQueue::DispatcherImpl final: public CPUDispatcher {
-    std::atomic_size_t m_nr_task{0};
-    std::shared_ptr<WorkerQueue> m_queue;
-    SeqRecorderImpl** const m_cur_recorder;
-
-    public:
-        DispatcherImpl(const std::shared_ptr<WorkerQueue>& queue,
-                       SeqRecorderImpl** recorder)
-                : m_queue{queue}, m_cur_recorder{recorder} {}
-
-        void dispatch(Task&& task) override {
-            if (*m_cur_recorder) {
-                (*m_cur_recorder)->dispatch(std::move(task));
-            } else {
-                m_nr_task.fetch_add(1, std::memory_order_relaxed);
-                auto kern = [task](size_t, size_t) { task(); };
-                m_queue->add_task({kern, static_cast<size_t>(1_z)});
-            }
-        }
-
-        void dispatch(MultiThreadingTask&& task, size_t parallelism) override {
-            if (*m_cur_recorder) {
-                (*m_cur_recorder)->dispatch({std::move(task), parallelism});
-            } else {
-                m_nr_task.fetch_add(1, std::memory_order_relaxed);
-                m_queue->add_task({std::move(task), parallelism});
-            }
-        }
-
-        void sync() override {
-            if (*m_cur_recorder) {
-                (*m_cur_recorder)->on_sync();
-            } else {
-                m_queue->wait_all_task_finish();
-            }
-        }
-
-        size_t nr_threads() override {
-            if (*m_cur_recorder) {
-                return (*m_cur_recorder)->nr_threads();
-            } else {
-                return m_queue->nr_threads();
-            }
-        }
-
-        size_t get_nr_dispatched_tasks() const override {
-            return m_nr_task;
-        }
-
-        void set_affinity(AffinityCallBack&& affinity_cb) override {
-            auto thread_pool = m_queue->get_thread_pool();
-            if(thread_pool){
-                thread_pool->set_affinity(affinity_cb);
-            } else {
-                auto affinity_run = [affinity_cb](size_t, size_t) {
-                    affinity_cb(0);
-                };
-                m_queue->add_task({affinity_run, 1_z});
-            }
-        }
-};
-
-//! implementation of InplaceCPUDispatcher
-class InplaceCPUDispatcher final : public CPUDispatcher {
-    std::atomic_size_t m_nr_task{0};
-    ThreadPool* m_thread_pool = nullptr;
-    CpuCompNode::SeqRecorderImpl** const m_cur_recorder;
-
-public:
-    InplaceCPUDispatcher(CpuCompNode::SeqRecorderImpl** recorder,
-                         ThreadPool* thread_pool = nullptr)
-            : m_thread_pool(thread_pool), m_cur_recorder(recorder) {}
-
-    void dispatch(Task&& task) override {
-        if (*m_cur_recorder) {
-            (*m_cur_recorder)->dispatch(std::move(task));
-        } else if (m_thread_pool) {
-            m_nr_task.fetch_add(1, std::memory_order_relaxed);
-            auto kern = [task](size_t, size_t) { task(); };
-            m_thread_pool->add_task({kern, static_cast<size_t>(1_z)});
-        }else {
-            m_nr_task.fetch_add(1, std::memory_order_relaxed);
-            task();
-        }
-    }
-
-    void dispatch(MultiThreadingTask&& task, size_t parallelism) override {
-        if (*m_cur_recorder) {
-            (*m_cur_recorder)->dispatch({std::move(task), parallelism});
-        } else if (m_thread_pool) {
-            m_nr_task.fetch_add(1, std::memory_order_relaxed);
-            m_thread_pool->add_task({task, parallelism});
-        }else{
-            m_nr_task.fetch_add(1, std::memory_order_relaxed);
-            for(size_t i=0; i<parallelism;i++){
-                task(i, 0);
-            }
-        }
-    }
-
-    size_t nr_threads() override {
-        return m_thread_pool ? m_thread_pool->nr_threads() : 1_z;
-    }
-
-    void sync() override {
-        if (*m_cur_recorder) {
-            (*m_cur_recorder)->on_sync();
-        } else if (m_thread_pool) {
-            m_thread_pool->deactive();
-        }
-    }
-
-    size_t get_nr_dispatched_tasks() const override { return m_nr_task; }
-
-    void set_affinity(AffinityCallBack&& affinity_cb) override {
-        if (*m_cur_recorder) {
-            (*m_cur_recorder)->get_thread_pool()->set_affinity(affinity_cb);
-        } else if (m_thread_pool) {
-            m_thread_pool->set_affinity(affinity_cb);
-        }else{
-            affinity_cb(0);
-        }
-    }
-};
-
 class CpuCompNode::CompNodeImpl final: public CpuDispatchableBase {
     MGB_DYN_TYPE_OBJ_FINAL_DECL;
 
@@ -353,8 +245,7 @@ class CpuCompNode::CompNodeImpl final: public CpuDispatchableBase {
     class CompSeqRecEventImpl;
     class CpuEventImpl;
 
-    SeqRecorderImpl* m_cur_recorder = nullptr;
-    std::mutex m_cur_recorder_mtx;
+    static thread_local SeqRecorderImpl* sm_cur_recorder;
     std::shared_ptr<WorkerQueue> m_worker_queue;
     Locator m_locator, m_locator_logical;
     std::unique_ptr<ThreadPool> m_thread_pool;
@@ -375,49 +266,10 @@ class CpuCompNode::CompNodeImpl final: public CpuDispatchableBase {
 
     public:
         CompNodeImpl(const Locator& locator, const Locator& locator_logical,
-                     const std::shared_ptr<WorkerQueue>& worker_queue)
-                : CpuDispatchableBase(static_free_device, static_free_host),
-                  m_worker_queue{worker_queue},
-                  m_locator(locator),
-                  m_locator_logical(locator_logical) {
-            auto cn = make_comp_node_from_impl(this);
-            if (locator.type == DeviceType::MULTITHREAD) {
-                m_thread_pool = std::unique_ptr<ThreadPool>(new ThreadPool(
-                        static_cast<size_t>(locator.nr_threads)));
-                mgb_assert(m_thread_pool, "ThradPool create failed");
-            }
-
-            if (locator.type == DeviceType::CPU) {
-                if(locator.device == Locator::DEVICE_CPU_DEFAULT){
-                    sm_default_cpu_comp_node_ptr = this;
-                    m_env.init_cpu({std::make_shared<InplaceCPUDispatcher>(
-                                           &m_cur_recorder)},
-                                   cn);
-                } else {
-                    m_env.init_cpu(
-                            {std::make_shared<WorkerQueue::DispatcherImpl>(
-                                    m_worker_queue, &m_cur_recorder)},
-                            cn);
-                }
-            } else if (locator.type == DeviceType::MULTITHREAD) {
-                if (locator.device == Locator::DEVICE_MULTITHREAD_DEFAULT) {
-                    m_env.init_cpu(
-                            {std::make_shared<InplaceCPUDispatcher>(
-                                    &m_cur_recorder, m_thread_pool.get())},
-                            cn);
-                } else {
-                    m_worker_queue->attach_thread_pool(m_thread_pool.get());
-                    m_env.init_cpu(
-                            {std::make_shared<WorkerQueue::DispatcherImpl>(
-                                    m_worker_queue, &m_cur_recorder)},
-                            cn);
-                }
-            }
-        }
-
+                     const std::shared_ptr<WorkerQueue>& worker_queue);
         ~CompNodeImpl() {
-            if (m_cur_recorder) {
-                m_cur_recorder->stop();
+            if (sm_cur_recorder) {
+                sm_cur_recorder->stop();
             }
             if (m_worker_queue) {
                 // synchronize before fini
@@ -462,17 +314,17 @@ class CpuCompNode::CompNodeImpl final: public CpuDispatchableBase {
         }
 
         void* alloc_device(size_t size) override {
-            if (m_cur_recorder) {
-                m_cur_recorder->on_alloc();
+            if (sm_cur_recorder) {
+                sm_cur_recorder->on_alloc(this);
             }
             return mgb_aligned_alloc(size);
         }
 
         void free_device(void *ptr) {
-            if (m_cur_recorder || check_global_finalized("free_device()")) {
+            if (sm_cur_recorder || check_global_finalized("free_device()")) {
                 mgb_aligned_free(ptr);
-                if (m_cur_recorder) {
-                    m_cur_recorder->on_free();
+                if (sm_cur_recorder) {
+                    sm_cur_recorder->on_free(this);
                 }
                 return;
             } else {
@@ -557,8 +409,8 @@ class CpuCompNode::CompNodeImpl final: public CpuDispatchableBase {
         std::unique_ptr<Event> create_event(size_t flags) override;
 
         void sync() override {
-            if (m_cur_recorder) {
-                m_cur_recorder->on_sync();
+            if (sm_cur_recorder) {
+                sm_cur_recorder->on_sync(this);
             } else if (m_worker_queue) {
                 m_worker_queue->wait_all_task_finish();
             }
@@ -590,13 +442,12 @@ class CpuCompNode::CompNodeImpl final: public CpuDispatchableBase {
 
         std::unique_ptr<CompNodeSeqRecorder> create_seq_recorder(
                 cg::ComputingGraph*) override {
-            m_cur_recorder_mtx.lock();
-            return std::make_unique<SeqRecorderImpl>(
-                    &m_cur_recorder, &m_cur_recorder_mtx, m_thread_pool.get());
+            return std::make_unique<SeqRecorderImpl>(&sm_cur_recorder,
+                                                     m_thread_pool.get(), this);
         }
 
         //! current sequence recorder
-        SeqRecorderImpl* cur_recorder() const { return m_cur_recorder; }
+        SeqRecorderImpl* cur_recorder() const { return sm_cur_recorder; }
 
         void add_callback(Task &&task) override {
             if (!check_global_finalized("add_callback()")) {
@@ -608,6 +459,179 @@ class CpuCompNode::CompNodeImpl final: public CpuDispatchableBase {
 };
 MGB_DYN_TYPE_OBJ_FINAL_IMPL(CpuCompNodeImpl);
 CpuCompNodeImpl* CpuCompNodeImpl::sm_default_cpu_comp_node_ptr;
+thread_local CpuCompNode::SeqRecorderImpl* CpuCompNodeImpl::sm_cur_recorder =
+        nullptr;
+
+void CpuCompNode::SeqRecorderImpl::check_the_same_comp_node(
+        const CompNode& comp_node) const {
+    if (mgb_unlikely(comp_node.valid())) {
+        mgb_assert(m_record_compnode == comp_node,
+                   "CompNode %s can't hook in CompNode %s when recording\n",
+                   comp_node.locator().to_string().c_str(),
+                   m_record_compnode.locator().to_string().c_str());
+    }
+}
+
+//! implementation of CPUDispatcher that is passed to megdnn via megcore
+class CpuCompNode::WorkerQueue::DispatcherImpl final: public CPUDispatcher {
+    std::atomic_size_t m_nr_task{0};
+    std::shared_ptr<WorkerQueue> m_queue;
+    CpuCompNode::CompNodeImpl* const m_comp_node;
+
+public:
+    DispatcherImpl(const std::shared_ptr<WorkerQueue>& queue,
+                   CpuCompNode::CompNodeImpl* comp_node)
+            : m_queue{queue}, m_comp_node{comp_node} {}
+
+    void dispatch(Task&& task) override {
+        if (auto recorder = m_comp_node->cur_recorder()) {
+            recorder->dispatch(std::move(task), m_comp_node);
+        } else {
+            m_nr_task.fetch_add(1, std::memory_order_relaxed);
+            auto kern = [task](size_t, size_t) { task(); };
+            m_queue->add_task({kern, static_cast<size_t>(1_z)});
+        }
+    }
+
+    void dispatch(MultiThreadingTask&& task, size_t parallelism) override {
+        if (auto recorder = m_comp_node->cur_recorder()) {
+            recorder->dispatch({std::move(task), parallelism}, m_comp_node);
+        } else {
+            m_nr_task.fetch_add(1, std::memory_order_relaxed);
+            m_queue->add_task({std::move(task), parallelism});
+        }
+    }
+
+    void sync() override {
+        if (auto recorder = m_comp_node->cur_recorder()) {
+            recorder->on_sync(m_comp_node);
+        } else {
+            m_queue->wait_all_task_finish();
+        }
+    }
+
+    size_t nr_threads() override {
+        if (auto recorder = m_comp_node->cur_recorder()) {
+            return recorder->nr_threads(m_comp_node);
+        } else {
+            return m_queue->nr_threads();
+        }
+    }
+
+    size_t get_nr_dispatched_tasks() const override { return m_nr_task; }
+
+    void set_affinity(AffinityCallBack&& affinity_cb) override {
+        auto thread_pool = m_queue->get_thread_pool();
+        if (thread_pool) {
+            thread_pool->set_affinity(affinity_cb);
+        } else {
+            auto affinity_run = [affinity_cb](size_t, size_t) {
+                affinity_cb(0);
+            };
+            m_queue->add_task({affinity_run, 1_z});
+        }
+    }
+};
+
+//! implementation of InplaceCPUDispatcher
+class InplaceCPUDispatcher final : public CPUDispatcher {
+    std::atomic_size_t m_nr_task{0};
+    ThreadPool* m_thread_pool = nullptr;
+    CpuCompNode::CompNodeImpl* const m_comp_node;
+
+public:
+    InplaceCPUDispatcher(CpuCompNode::CompNodeImpl* comp_node,
+                         ThreadPool* thread_pool = nullptr)
+            : m_thread_pool(thread_pool), m_comp_node(comp_node) {}
+
+    void dispatch(Task&& task) override {
+        if (auto recorder = m_comp_node->cur_recorder()) {
+            recorder->dispatch(std::move(task), m_comp_node);
+        } else if (m_thread_pool) {
+            m_nr_task.fetch_add(1, std::memory_order_relaxed);
+            auto kern = [task](size_t, size_t) { task(); };
+            m_thread_pool->add_task({kern, static_cast<size_t>(1_z)});
+        } else {
+            m_nr_task.fetch_add(1, std::memory_order_relaxed);
+            task();
+        }
+    }
+
+    void dispatch(MultiThreadingTask&& task, size_t parallelism) override {
+        if (auto recorder = m_comp_node->cur_recorder()) {
+            recorder->dispatch({std::move(task), parallelism}, m_comp_node);
+        } else if (m_thread_pool) {
+            m_nr_task.fetch_add(1, std::memory_order_relaxed);
+            m_thread_pool->add_task({task, parallelism});
+        }else{
+            m_nr_task.fetch_add(1, std::memory_order_relaxed);
+            for(size_t i=0; i<parallelism;i++){
+                task(i, 0);
+            }
+        }
+    }
+
+    size_t nr_threads() override {
+        return m_thread_pool ? m_thread_pool->nr_threads() : 1_z;
+    }
+
+    void sync() override {
+        if (auto recorder = m_comp_node->cur_recorder()) {
+            recorder->on_sync(m_comp_node);
+        } else if (m_thread_pool) {
+            m_thread_pool->deactive();
+        }
+    }
+
+    size_t get_nr_dispatched_tasks() const override { return m_nr_task; }
+
+    void set_affinity(AffinityCallBack&& affinity_cb) override {
+        if (auto recorder = m_comp_node->cur_recorder()) {
+            recorder->get_thread_pool()->set_affinity(affinity_cb);
+        } else if (m_thread_pool) {
+            m_thread_pool->set_affinity(affinity_cb);
+        }else{
+            affinity_cb(0);
+        }
+    }
+};
+
+CpuCompNode::CompNodeImpl::CompNodeImpl(
+        const Locator& locator, const Locator& locator_logical,
+        const std::shared_ptr<WorkerQueue>& worker_queue)
+        : CpuDispatchableBase(static_free_device, static_free_host),
+          m_worker_queue{worker_queue},
+          m_locator(locator),
+          m_locator_logical(locator_logical) {
+    auto cn = make_comp_node_from_impl(this);
+    if (locator.type == DeviceType::MULTITHREAD) {
+        m_thread_pool = std::unique_ptr<ThreadPool>(
+                new ThreadPool(static_cast<size_t>(locator.nr_threads)));
+        mgb_assert(m_thread_pool, "ThradPool create failed");
+    }
+
+    if (locator.type == DeviceType::CPU) {
+        if (locator.device == Locator::DEVICE_CPU_DEFAULT) {
+            sm_default_cpu_comp_node_ptr = this;
+            m_env.init_cpu({std::make_shared<InplaceCPUDispatcher>(this)}, cn);
+        } else {
+            m_env.init_cpu({std::make_shared<WorkerQueue::DispatcherImpl>(
+                                   m_worker_queue, this)},
+                           cn);
+        }
+    } else if (locator.type == DeviceType::MULTITHREAD) {
+        if (locator.device == Locator::DEVICE_MULTITHREAD_DEFAULT) {
+            m_env.init_cpu({std::make_shared<InplaceCPUDispatcher>(
+                                   this, m_thread_pool.get())},
+                           cn);
+        } else {
+            m_worker_queue->attach_thread_pool(m_thread_pool.get());
+            m_env.init_cpu({std::make_shared<WorkerQueue::DispatcherImpl>(
+                                   m_worker_queue, this)},
+                           cn);
+        }
+    }
+}
 
 class CpuCompNodeImpl::CompSeqRecEventImpl final
         : public CpuDispatchableBase::EventImpl {
@@ -618,7 +642,7 @@ class CpuCompNodeImpl::CompSeqRecEventImpl final
                 incr_nr_req();
                 on_finish();
             };
-            rec->dispatch_allow_after_sync(callback);
+            rec->dispatch_allow_after_sync(callback, m_comp_node_impl);
         } else {
             EventImpl::do_record();
         }
@@ -674,7 +698,7 @@ std::unique_ptr<CompNode::Event> CpuCompNodeImpl::create_event(size_t flags) {
     if (m_worker_queue) {
         m_worker_queue->check_exception();
     }
-    if (m_cur_recorder) {
+    if (sm_cur_recorder) {
         return std::make_unique<CompSeqRecEventImpl>(this, flags);
     } else {
         return std::make_unique<CpuEventImpl>(this, flags);
diff --git a/src/core/impl/graph/cg_impl_seq.cpp b/src/core/impl/graph/cg_impl_seq.cpp
index 8d2cb9b3..326eb4c3 100644
--- a/src/core/impl/graph/cg_impl_seq.cpp
+++ b/src/core/impl/graph/cg_impl_seq.cpp
@@ -78,14 +78,16 @@ class ComputingGraphImpl::ComputingSequence::ExecContext {
 
     void warmup_for_fake_exec_with_recorder() {
         // Rerun recorder to ensure that all internal caches stabilize
-        m_recorder->enter_fake_exec();
+        auto comp_node = *(m_comp_seq->m_used_comp_node.begin());
+        m_recorder->enter_fake_exec(comp_node);
         m_comp_seq->m_exec_env.start_exec();
         m_comp_seq->m_exec_env.wait_all();
-        m_recorder->exit_fake_exec();
+        m_recorder->exit_fake_exec(comp_node);
     }
 
     void stop_and_move_recorder() {
-        m_recorder->stop();
+        auto comp_node = *(m_comp_seq->m_used_comp_node.begin());
+        m_recorder->stop(comp_node);
         if (m_fake_next_exec) {
             m_owner_graph->options().fake_next_exec = false;
         } else {
@@ -439,17 +441,22 @@ void ComputingGraphImpl::ComputingSequence::on_first_exec() {
             m_used_comp_node.insert(j->comp_node());
     }
 
+    // we maintain a recorder because events may depend on whether recorder
+    // is enabled
+    auto recorder = check_enable_comp_node_seq_recorder();
     auto&& options = m_owner_graph->options();
-    m_exec_env.set_async_level(options.async_exec_level);
+    //! The recorder in comp_node is thread_local, so the create thread should
+    //! the same as the execute thread, so set the Synchronize mode
+    if (m_enable_comp_node_seq_recorder) {
+        m_exec_env.set_async_level(0);
+    } else {
+        m_exec_env.set_async_level(options.async_exec_level);
+    }
     if (options.async_exec_level) {
         for (auto i : m_used_comp_node)
             m_exec_env.add_comp_node(i);
     }
 
-    // we maintain a recorder because events may depend on whether recorder
-    // is enabled
-    auto recorder = check_enable_comp_node_seq_recorder();
-
     // create events for timing and sync
     for (auto&& i : m_used_comp_node) {
         size_t flag = 0;
diff --git a/src/core/include/megbrain/comp_node.h b/src/core/include/megbrain/comp_node.h
index 1c082977..434bd12e 100644
--- a/src/core/include/megbrain/comp_node.h
+++ b/src/core/include/megbrain/comp_node.h
@@ -32,39 +32,7 @@ namespace cg {
 class ComputingGraph;
 }
 
-/*!
- * \brief record computation operations on a computing node
- *
- * This is used for fast execution of an identical computation sequence where
- * only input/output data differ.
- *
- * When this object is created from a comp node, recording starts immediately.
- * Call stop() when computation finishes, and call replay() when it needs to be
- * re-executed.
- *
- * Implementations should hold a global lock on the comp node until stop() is
- * called.
- */
-class CompNodeSeqRecorder {
-    public:
-        virtual ~CompNodeSeqRecorder() noexcept = default;
-
-        /*!
-         * \brief Enter fake-exec mode
-         *
-         * Memory allocation/free is only allowed in fake-exec mode, and kernels
-         * should not be actually recorded in this mode.
-         *
-         * This should be paired with exit_fake_exec()
-         */
-        virtual void enter_fake_exec() = 0;
-
-        //! Exit fake-exec mode
-        virtual void exit_fake_exec() = 0;
-
-        virtual void stop() = 0;
-        virtual void replay() = 0;
-};
+class CompNodeSeqRecorder;
 
 /*!
  * \brief identifier for a memory node
@@ -563,19 +531,56 @@ class CompNode {
         //! is needed
         ImplBase *m_impl = nullptr;
 
-        CompNode(ImplBase *impl):
-            m_impl{impl}
-        {}
-
         friend class CompNodeEnv;
         friend struct HashTrait<CompNode>;
         friend class CompNodeImplHelper;
+    public:
+        CompNode(ImplBase* impl) : m_impl{impl} {}
 };
 
 
 MGB_DEF_ENUM_CLASS_BIT_OPR(CompNode::Flag)
 
 /*!
+ * \brief record computation operations on a computing node
+ *
+ * This is used for fast execution of an identical computation sequence where
+ * only input/output data differ.
+ *
+ * When this object is created from a comp node, recording starts immediately.
+ * Call stop() when computation finishes, and call replay() when it needs to be
+ * re-executed.
+ *
+ * Implementations should consider thread safe in comp_node, in order to support
+ * multi threads reording in the same comp_node simultaneously, using thread
+ * local recorder in comp_node.
+ *
+ * Note. When recording is over, the recorder is independent with comp_node, so
+ * the task dispatched into recorder should not related to the comp_node
+ * methord, and the thread of recorder replay is the user thread.
+ */
+class CompNodeSeqRecorder {
+public:
+    virtual ~CompNodeSeqRecorder() noexcept = default;
+
+    /*!
+     * \brief Enter fake-exec mode
+     *
+     * Memory allocation/free is only allowed in fake-exec mode, and kernels
+     * should not be actually recorded in this mode.
+     *
+     * This should be paired with exit_fake_exec()
+     */
+    virtual void enter_fake_exec(const CompNode& comp_node) = 0;
+
+    //! Exit fake-exec mode
+    virtual void exit_fake_exec(const CompNode& comp_node) = 0;
+
+    virtual void stop(const CompNode& comp_node) = 0;
+    virtual void replay() = 0;
+};
+
+/*!
  * \brief event associated with a CompNode node, used for cross-device
  *      synchronization
  */
diff --git a/src/core/test/comp_node_helper.cpp b/src/core/test/comp_node_helper.cpp
index 28c6620d..73df2d02 100644
--- a/src/core/test/comp_node_helper.cpp
+++ b/src/core/test/comp_node_helper.cpp
@@ -471,6 +471,37 @@ void run<shape_dep_const_shape>(CompNode cn) {
     MGB_ASSERT_TENSOR_EQ(y_expect, host_y);
 }
 
+//! single thread multi recorder run interleave
+template <>
+void run<multi_recorder_run>(CompNode cn) {
+    using ConvParam = opr::Convolution::Param;
+    ConvParam param;
+    param.sparse = ConvParam::Sparse::GROUP;
+    HostTensorGenerator<> gen;
+    std::vector<HostTensorND> host_z_v(2, HostTensorND());
+    std::vector<std::unique_ptr<mgb::cg::AsyncExecutable>> funcs;
+    auto host_x = gen({3, 4, 10, 8}, cn), host_y = gen({2, 3, 2, 3, 3}, cn);
+    auto gen_graph =
+            [&](int graph_id) -> std::unique_ptr<mgb::cg::AsyncExecutable> {
+        auto graph = ComputingGraph::make();
+        auto x = opr::Host2DeviceCopy::make(*graph, host_x),
+             y = opr::Host2DeviceCopy::make(*graph, host_y),
+             z = opr::Convolution::make(x, y, param);
+        graph->options().comp_node_seq_record_level = 1;
+        return graph->compile({make_callback_copy(z, host_z_v[graph_id])});
+    };
+    funcs.push_back(gen_graph(0));
+    funcs.push_back(gen_graph(1));
+    for (int iter = 0; iter < 10; ++iter) {
+        host_x->copy_from_fixlayout(*gen(host_x->shape(), cn));
+        funcs[0]->execute();
+        funcs[1]->execute();
+        auto expect = eval_conv_cpu<opr::Convolution>(*host_x, *host_y, param);
+        MGB_ASSERT_TENSOR_NEAR(expect, host_z_v[0], 1e-3) << "iter " << iter;
+        MGB_ASSERT_TENSOR_NEAR(expect, host_z_v[1], 1e-3) << "iter " << iter;
+    }
+}
+
 template <>
 void run<void>(CompNode) {}
 
diff --git a/src/core/test/comp_node_helper.h b/src/core/test/comp_node_helper.h
index 441f885c..ad5d8a31 100644
--- a/src/core/test/comp_node_helper.h
+++ b/src/core/test/comp_node_helper.h
@@ -56,7 +56,7 @@ namespace seq_rec {
     cb(dyn_elemwise_fake_exec)                                                 \
     cb(level2) cb(level2_multi_holder) cb(level2_share_storage)                \
     cb(level2_exec_check) cb(sync_from_func) cb(cb_non_contig)                 \
-    cb(shape_dep_const_shape)
+    cb(shape_dep_const_shape) cb(multi_recorder_run)
 // clang-format on
 
 #define def_tags(name) \
diff --git a/src/core/test/graph/multi_thread.cpp b/src/core/test/graph/multi_thread.cpp
index e4c484b1..0d951ac8 100644
--- a/src/core/test/graph/multi_thread.cpp
+++ b/src/core/test/graph/multi_thread.cpp
@@ -12,6 +12,7 @@
 #include "megbrain/opr/io.h"
 #include "megbrain/opr/utility.h"
 #include "megbrain/system.h"
+#include "megbrain/opr/dnn/convolution.h"
 
 #include "megbrain/test/helper.h"
 
@@ -20,6 +21,37 @@
 
 using namespace mgb;
 
+namespace{
+template <typename Opr>
+HostTensorND eval_conv(const std::shared_ptr<HostTensorND>& src,
+                       const std::shared_ptr<HostTensorND>& filter,
+                       const typename Opr::Param& param = {}) {
+    auto graph = ComputingGraph::make();
+    graph->options().log_level = 0;
+    SymbolVar x = opr::Host2DeviceCopy::make(*graph, src);
+    SymbolVar y = opr::Host2DeviceCopy::make(*graph, filter);
+    SymbolVar z = Opr::make(x, y, param);
+    HostTensorND host_z;
+    auto func = graph->compile({make_callback_copy(z, host_z)});
+    func->execute();
+
+    host_z.sync();
+    return host_z;
+}
+
+template <typename Opr>
+HostTensorND eval_conv_cpu(const HostTensorND& xv, const HostTensorND& fv,
+                           const typename Opr::Param& param = {}) {
+    auto cn = CompNode::load("cpux");
+    auto src = std::make_shared<HostTensorND>(cn, xv.layout()),
+         filter = std::make_shared<HostTensorND>(cn, fv.layout());
+    memcpy(src->raw_ptr(), xv.raw_ptr(), xv.layout().span().dist_byte());
+    memcpy(filter->raw_ptr(), fv.raw_ptr(), fv.layout().span().dist_byte());
+    return eval_conv<Opr>(src, filter, param);
+}
+}  // namespace
+
+
 TEST(TestGraph, AsyncExecLevel) {
     REQUIRE_GPU(1);
 
@@ -165,4 +197,35 @@ TEST(TestGraph, ParallelRun) {
         i.join();
 }
 
+TEST(TestGraph, MultiThreadRecorder) {
+    using ConvParam = opr::Convolution::Param;
+    ConvParam param;
+    param.sparse = ConvParam::Sparse::GROUP;
+    HostTensorGenerator<> gen;
+    auto cn = CompNode::load("cpux");
+    auto host_x = gen({3, 4, 10, 8}, cn), host_y = gen({2, 3, 2, 3, 3}, cn);
+    auto worker = [&](int record_level) {
+        HostTensorND host_z;
+        auto graph = ComputingGraph::make();
+        auto x = opr::Host2DeviceCopy::make(*graph, host_x),
+             y = opr::Host2DeviceCopy::make(*graph, host_y),
+             z = opr::Convolution::make(x, y, param);
+        graph->options().comp_node_seq_record_level = record_level;
+        graph->options().var_sanity_check_first_run = false;
+        auto func = graph->compile({make_callback_copy(z, host_z)});
+        for (int i = 0; i < 5; i++) {
+            func->execute();
+        }
+        auto expect = eval_conv_cpu<opr::Convolution>(*host_x, *host_y, param);
+        MGB_ASSERT_TENSOR_NEAR(expect, host_z, 1e-3);
+    };
+
+    std::vector<std::thread> workers;
+    for (size_t i = 0; i < 4; ++i)
+        workers.emplace_back(worker, i % 2);
+
+    for (auto&& i : workers)
+        i.join();
+}
+
 // vim: syntax=cpp.doxygen foldmethod=marker foldmarker=f{{{,f}}}