[Relay] s/SEScope/VirtualDevice/g (apache#9759)

* [Relay] s/SEScope/VirtualDevice/g

Nobody liked 'SEScope', and 'DeviceMcDeviceFace' is too verbose, so it
seems 'VirtualDevice' has the popular vote.

include/tvm/ir/expr.h

@@ -39,8 +39,8 @@ namespace tvm {
 
 using tvm::runtime::String;
 
-// Forward-declare SEScope to avoid circular imports.
-class SEScope;
+// Forward-declare VirtualDevice to avoid circular imports.
+class VirtualDevice;
 
 /*!
  * \brief Base type of all the expressions.
@@ -169,7 +169,7 @@ class RelayExprNode : public BaseExprNode {
   inline const TTypeNode* type_as() const;
 
   /*!
-   * \brief The virtual device (SEScope) for this node (the result of device planning).
+   * \brief The virtual device (VirtualDevice) for this node (the result of device planning).
    * For first-order expressions (non functions), this describes where the result of evaluating the
    * expression should be stored. Note that currently, all composite first-order values (tuples,
    * references, ADTs) must be stored on the same virtual device. This means that it is not possible
@@ -178,18 +178,18 @@ class RelayExprNode : public BaseExprNode {
    *
    * For expressions that have the function type, the virtual device describes where the result of
    * the call to the function or closure is stored (instead of where the function itself is stored).
-   * The SEScope's Target field describes how the body of the function should be compiled.
+   * The VirtualDevice's Target field describes how the body of the function should be compiled.
    *
    * \note Unfortunately, the type of virtual_device_ needs to be ObjectRef to avoid a circular
    * import.
    */
   mutable ObjectRef virtual_device_;
 
   /*!
-   * \return The virtual device (SEScope).
-   * If the virtual device is not defined, returns SEScope::FullyUnconstrained().
+   * \return The virtual device (VirtualDevice).
+   * If the virtual device is not defined, returns VirtualDevice::FullyUnconstrained().
    */
-  SEScope virtual_device() const;
+  VirtualDevice virtual_device() const;
 
   static constexpr const char* _type_key = "RelayExpr";
   static constexpr const uint32_t _type_child_slots = 22;

include/tvm/ir/function.h

@@ -191,24 +191,24 @@ constexpr const char* kTarget = "target";
 constexpr const char* kGlobalSymbol = "global_symbol";
 
 /*!
- * \brief The SEScope which will hold each of the functions parameters.
+ * \brief The \p VirtualDevice which will hold each of the functions parameters.
  *
  * Only supported on Relay \p Functions. Generally added by the \p PlanDevices pass, but
  * may be included as an annotation on user programs.
  *
- * Type: Array<SEScope>
+ * Type: Array<VirtualDevice>
  */
-constexpr const char* kParamSEScopes = "param_se_scopes";
+constexpr const char* kParamVirtualDevice = "param_virtual_devices";
 
 /*!
- * \brief The SEScope which will hold the function result.
+ * \brief The \p VirtualDevice which will hold the function result.
  *
  * Only supported on Relay \p Functions. Generally added by the \p PlanDevices pass, but
  * may be included as an annotation on user programs.
  *
- * Type: SEScope
+ * Type: VirtualDevice
  */
-constexpr const char* kResultSEScope = "result_se_scope";
+constexpr const char* kResultVirtualDevice = "result_virtual_device";
 
 }  // namespace attr
 }  // namespace tvm

include/tvm/relay/attrs/device_copy.h

@@ -25,7 +25,7 @@
 #define TVM_RELAY_ATTRS_DEVICE_COPY_H_
 
 #include <tvm/ir/attrs.h>
-#include <tvm/target/se_scope.h>
+#include <tvm/target/virtual_device.h>
 
 #include <string>
 
@@ -36,13 +36,13 @@ namespace relay {
  * \brief Options for the device copy operators.
  */
 struct DeviceCopyAttrs : public tvm::AttrsNode<DeviceCopyAttrs> {
-  SEScope src_se_scope = SEScope::FullyUnconstrained();
-  SEScope dst_se_scope = SEScope::FullyUnconstrained();
+  VirtualDevice src_virtual_device = VirtualDevice::FullyUnconstrained();
+  VirtualDevice dst_virtual_device = VirtualDevice::FullyUnconstrained();
 
   TVM_DECLARE_ATTRS(DeviceCopyAttrs, "relay.attrs.DeviceCopyAttrs") {
-    TVM_ATTR_FIELD(src_se_scope)
+    TVM_ATTR_FIELD(src_virtual_device)
         .describe("The (virtual) device and scope where the op copies data from.");
-    TVM_ATTR_FIELD(dst_se_scope)
+    TVM_ATTR_FIELD(dst_virtual_device)
         .describe("The (virtual) device and scope where the op copies data to.");
   }
 };

include/tvm/relay/attrs/memory.h

@@ -26,7 +26,7 @@
 
 #include <tvm/ir/attrs.h>
 #include <tvm/relay/expr.h>
-#include <tvm/target/se_scope.h>
+#include <tvm/target/virtual_device.h>
 
 #include <string>
 #include <vector>
@@ -43,13 +43,13 @@ Expr ToTupleType(const Type& t, const std::vector<Expr>& exprs);
  */
 struct AllocStorageAttrs : public tvm::AttrsNode<AllocStorageAttrs> {
   DataType dtype;
-  SEScope se_scope = SEScope::FullyUnconstrained();
+  VirtualDevice virtual_device = VirtualDevice::FullyUnconstrained();
 
   TVM_DECLARE_ATTRS(AllocStorageAttrs, "relay.attrs.AllocStorageAttrs") {
     TVM_ATTR_FIELD(dtype)
         .describe("The dtype of the tensor to allocate.")
         .set_default(DataType::Float(32, 1));
-    TVM_ATTR_FIELD(se_scope).describe("The SEScope on which to allocate memory.");
+    TVM_ATTR_FIELD(virtual_device).describe("The virtual device on which to allocate memory.");
   }
 };
 

include/tvm/relay/attrs/on_device.h

@@ -25,7 +25,7 @@
 #define TVM_RELAY_ATTRS_ON_DEVICE_H_
 
 #include <tvm/ir/attrs.h>
-#include <tvm/target/se_scope.h>
+#include <tvm/target/virtual_device.h>
 
 #include <string>
 
@@ -37,42 +37,43 @@ namespace relay {
  *
  * The Relay call:
  * \code
- *   on_device(sub_expr, se_scope=S)
+ *   on_device(sub_expr, virtual_device=S)
  * \endcode
- * constrains \p sub_expr to execute and store its result on the \p SEScope \p S.
+ * constrains \p sub_expr to execute and store its result on the \p VirtualDevice \p S.
  * However the annotation itself may appear in an expression to be executed and stored on a
- * different \p SEScope. If so the compiler will automatically insert a "device_copy" call to
- * mediate the transition between \p SEScopes.
+ * different \p VirtualDevice. If so the compiler will automatically insert a "device_copy" call to
+ * mediate the transition between \p VirtualDevices.
  *
  * E.g.: Assuming %x and %y reside on the GPU and %z on the CPU then:
  * \code
- *   multiply(on_device(add(%x, %y), se_scope=GPU), %z)
+ *   multiply(on_device(add(%x, %y), virtual_device=GPU), %z)
  * \endcode
  * indicates the \p add should execute on the GPU but the \p multiply should execute on the CPU.
  * The compiler will rewrite this to:
  * \code
- *   multiply(device_copy(add(%x, %y), src_se_scope=GPU, dst_se_scope=CPU), %z)
+ *   multiply(device_copy(add(%x, %y), src_virtual_device=GPU, dst_virtual_device=CPU), %z)
  * \endcode
  *
  * The \p constraint_body (default true) and \p constraint_result (default false) fields can be
- * used by passes for finer-grained control over how the \p SEScope constraint should be applied.
+ * used by passes for finer-grained control over how the \p VirtualDevice constraint should be
+ * applied.
  */
 struct OnDeviceAttrs : public tvm::AttrsNode<OnDeviceAttrs> {
   /*!
-   * \brief The \p SEScope to constraint to apply to the body, result, or both body and result
+   * \brief The \p VirtualDevice to constraint to apply to the body, result, or both body and result
    * of the "on_device" call.
    */
-  SEScope se_scope = SEScope::FullyUnconstrained();
+  VirtualDevice virtual_device = VirtualDevice::FullyUnconstrained();
 
   /*!
    * \brief If false (the default), the result of the "on_device" call is not constrained to be
-   * \p se_scope.
+   * \p virtual_device.
    */
   bool constrain_result = false;
 
   /*!
    * \brief If true (the default), the body of the "on_device" call is constrained to be \p
-   * se_scope.
+   * virtual_device.
    */
   bool constrain_body = true;
 
@@ -87,9 +88,9 @@ struct OnDeviceAttrs : public tvm::AttrsNode<OnDeviceAttrs> {
   bool is_normal() const { return !constrain_result && constrain_body; }
 
   TVM_DECLARE_ATTRS(OnDeviceAttrs, "relay.attrs.OnDeviceAttrs") {
-    TVM_ATTR_FIELD(se_scope)
+    TVM_ATTR_FIELD(virtual_device)
         .describe("The (virtual) device to constrain to.")
-        .set_default(SEScope::FullyUnconstrained());
+        .set_default(VirtualDevice::FullyUnconstrained());
     TVM_ATTR_FIELD(constrain_result)
         .describe("Whether the constraint applies to the overall expression")
         .set_default(false);

include/tvm/relay/expr.h

@@ -28,7 +28,7 @@
 #include <tvm/ir/expr.h>
 #include <tvm/ir/module.h>
 #include <tvm/ir/op.h>
-#include <tvm/target/se_scope.h>
+#include <tvm/target/virtual_device.h>
 
 #include <functional>
 #include <stack>
@@ -158,7 +158,7 @@ class Tuple : public Expr {
  * ret_tuple->span = tuple->span.
  */
 Tuple WithFields(Tuple tuple, Optional<Array<Expr>> opt_fields = Optional<Array<Expr>>(),
-                 Optional<SEScope> opt_virtual_device = Optional<SEScope>(),
+                 Optional<VirtualDevice> opt_virtual_device = Optional<VirtualDevice>(),
                  Optional<Span> opt_span = Optional<Span>());
 
 /*!
@@ -264,7 +264,7 @@ class Var : public Expr {
  */
 Var WithFields(Var var, Optional<Id> opt_vid = Optional<Id>(),
                Optional<Type> opt_type_annotation = Optional<Type>(),
-               Optional<SEScope> opt_virtual_device = Optional<SEScope>(),
+               Optional<VirtualDevice> opt_virtual_device = Optional<VirtualDevice>(),
                Optional<Span> opt_span = Optional<Span>());
 
 /*!
@@ -391,7 +391,7 @@ Call WithFields(Call call, Optional<Expr> opt_op = Optional<Expr>(),
                 Optional<Array<Expr>> opt_args = Optional<Array<Expr>>(),
                 Optional<Attrs> opt_attrs = Optional<Attrs>(),
                 Optional<Array<Type>> opt_type_args = Optional<Array<Type>>(),
-                Optional<SEScope> opt_virtual_device = Optional<SEScope>(),
+                Optional<VirtualDevice> opt_virtual_device = Optional<VirtualDevice>(),
                 Optional<Span> opt_span = Optional<Span>());
 
 /*!
@@ -487,7 +487,7 @@ class Let : public Expr {
 Let WithFields(Let let, Optional<Var> opt_var = Optional<Var>(),
                Optional<Expr> opt_value = Optional<Expr>(),
                Optional<Expr> opt_body = Optional<Expr>(),
-               Optional<SEScope> opt_virtual_device = Optional<SEScope>(),
+               Optional<VirtualDevice> opt_virtual_device = Optional<VirtualDevice>(),
                Optional<Span> opt_span = Optional<Span>());
 
 /*!
@@ -574,7 +574,7 @@ class If : public Expr {
 If WithFields(If if_expr, Optional<Expr> opt_cond = Optional<Expr>(),
               Optional<Expr> opt_true_branch = Optional<Expr>(),
               Optional<Expr> opt_false_branch = Optional<Expr>(),
-              Optional<SEScope> opt_virtual_device = Optional<SEScope>(),
+              Optional<VirtualDevice> opt_virtual_device = Optional<VirtualDevice>(),
               Optional<Span> opt_span = Optional<Span>());
 
 /*! \brief Get index-th field out of a tuple. */
@@ -640,7 +640,7 @@ class TupleGetItem : public Expr {
  */
 TupleGetItem WithFields(TupleGetItem tuple_get_item, Optional<Expr> opt_tuple = Optional<Expr>(),
                         Optional<Integer> opt_index = Optional<Integer>(),
-                        Optional<SEScope> opt_virtual_device = Optional<SEScope>(),
+                        Optional<VirtualDevice> opt_virtual_device = Optional<VirtualDevice>(),
                         Optional<Span> opt_span = Optional<Span>());
 
 /*! \brief Create a new Reference out of initial value. */
@@ -701,7 +701,7 @@ class RefCreate : public Expr {
  * ret_ref_create->value = opt_value.value()).
  */
 RefCreate WithFields(RefCreate ref_create, Optional<Expr> opt_value = Optional<Expr>(),
-                     Optional<SEScope> opt_virtual_device = Optional<SEScope>(),
+                     Optional<VirtualDevice> opt_virtual_device = Optional<VirtualDevice>(),
                      Optional<Span> opt_span = Optional<Span>());
 
 /*! \brief Get value out of Reference. */
@@ -761,7 +761,7 @@ class RefRead : public Expr {
  * if opt_ref.value() != ref_read->ref, then ret_ref_read->ref = opt_ref.value()).
  */
 RefRead WithFields(RefRead ref_read, Optional<Expr> opt_ref = Optional<Expr>(),
-                   Optional<SEScope> opt_virtual_device = Optional<SEScope>(),
+                   Optional<VirtualDevice> opt_virtual_device = Optional<VirtualDevice>(),
                    Optional<Span> opt_span = Optional<Span>());
 
 /*! \brief Set value of Reference. The whole expression evaluates to an Empty Tuple. */
@@ -829,7 +829,7 @@ class RefWrite : public Expr {
  */
 RefWrite WithFields(RefWrite ref_write, Optional<Expr> opt_ref = Optional<Expr>(),
                     Optional<Expr> opt_value = Optional<Expr>(),
-                    Optional<SEScope> opt_virtual_device = Optional<SEScope>(),
+                    Optional<VirtualDevice> opt_virtual_device = Optional<VirtualDevice>(),
                     Optional<Span> opt_span = Optional<Span>());
 
 /*!

include/tvm/relay/function.h

@@ -148,7 +148,7 @@ Function WithFields(Function function, Optional<Array<Var>> opt_params = Optiona
                     Optional<Type> opt_ret_type = Optional<Type>(),
                     Optional<Array<TypeVar>> opt_ty_params = Optional<Array<TypeVar>>(),
                     Optional<DictAttrs> opt_attrs = Optional<DictAttrs>(),
-                    Optional<SEScope> opt_virtual_device = Optional<SEScope>(),
+                    Optional<VirtualDevice> opt_virtual_device = Optional<VirtualDevice>(),
                     Optional<Span> opt_span = Optional<Span>());
 
 /*

include/tvm/relay/transform.h

@@ -31,8 +31,8 @@
 #include <tvm/relay/op.h>
 #include <tvm/relay/op_attr_types.h>
 #include <tvm/target/compilation_config.h>
-#include <tvm/target/se_scope.h>
 #include <tvm/target/target.h>
+#include <tvm/target/virtual_device.h>
 
 #include <string>
 
@@ -449,22 +449,22 @@ TVM_DLL Pass RelayToTIRTargetHook();
  * \brief A pass for manifesting explicit memory allocations and rewriting
  * specific dialects.
  *
- * \param cpu_se_scope SEScope for computations and data which must reside on a CPU, such as
- * shapes and shape functions.
+ * \param cpu_virtual_device VirtualDevice for computations and data which must reside on a CPU,
+ * such as shapes and shape functions.
  *
  * \return The pass.
  */
-TVM_DLL Pass ManifestAlloc(SEScope cpu_se_scope);
+TVM_DLL Pass ManifestAlloc(VirtualDevice cpu_virtual_device);
 
 /*!
- * \brief Uses existing "on_device" and "device_copy" CallNodes to infer the \p SEScope on which
- * every Relay sub-expression should run and the result stored. Captures the result of that
+ * \brief Uses existing "on_device" and "device_copy" CallNodes to infer the \p VirtualDevice on
+ * which every Relay sub-expression should run and the result stored. Captures the result of that
  * analysis using new "on_device" and "device_copy" CallNodes.
  *
  * See tvm::relay::transform::{LexicalOnDeviceMixin,DeviceAwareExprVisitor,DeviceAwareExprMutator}
  * for help recovering the device for an arbitrary sub-expression in downstream transformations.
  *
- * \param config Describes the targets and default \p SEScope for all primitive operators and
+ * \param config Describes the targets and default \p VirtualDevice for all primitive operators and
  * host sub-expressions.
  *
  * \return The pass.