diff --git a/imperative/python/test/unit/jit/test_tracing.py b/imperative/python/test/unit/jit/test_tracing.py
index 480587a925843212da548b2bf7252ec2af5299bd..6bc9e339ad4adb75e56a51e28cafbd492e8ec23d 100644
--- a/imperative/python/test/unit/jit/test_tracing.py
+++ b/imperative/python/test/unit/jit/test_tracing.py
@@ -570,9 +570,9 @@ def test_random(shape_mode):
 def test_trace_advance_indexing(shape_mode):
     funcs = [
         lambda x, i: x[i],
-        # lambda x, i, j: x[i, j],  # FIXME
+        lambda x, i, j: x[i, j],
         lambda x, i, j: x[i, :, j, ...],
-        # lambda x, start, end: x[start:end],  # FIXME
+        lambda x, start, end: x[start:end],
         lambda x, start, end: x[:, 0, start:end, ..., 1],
         lambda x, vec: x[vec],
         lambda x, vec: x[vec, ..., 0, 1:3],
diff --git a/imperative/src/impl/physical_tensor.cpp b/imperative/src/impl/physical_tensor.cpp
index 778a0fb11379ada6f550eee7532ba809472cdab9..5903b3dcb2bd00e0979055b4b791a97cd3466611 100644
--- a/imperative/src/impl/physical_tensor.cpp
+++ b/imperative/src/impl/physical_tensor.cpp
@@ -253,7 +253,7 @@ Tensor::Tensor(const DeviceTensorND &dv, const HostTensorND& hv) {
     }
     m_layout = dv.layout();
     m_blob = Blob::make(dv.storage());
-    m_offset = 0;
+    m_offset = dv.storage().offset();
 }
 
 Tensor::Tensor(const TensorLayout& layout, const CompNode& cn)
diff --git a/src/core/include/megbrain/tensor.h b/src/core/include/megbrain/tensor.h
index fe73be174f7ffda141491a9e80ad21e752f8fd0b..e22133d11e67bf7aa4fc1b428a7fae8983306524 100644
--- a/src/core/include/megbrain/tensor.h
+++ b/src/core/include/megbrain/tensor.h
@@ -176,6 +176,13 @@ class TensorStorage {
             return m_size;
         }
 
+        /*!
+         * \brief offset on allocated block in bytes
+         */
+        size_t offset() const {
+            return m_offset;
+        }
+
         //! get underlying comp node; error would be raised if it is invalid
         CompNode comp_node() const {
             check_comp_node_valid();