1. 04 Feb, 2020 1 commit
  2. 17 Jan, 2020 1 commit
  3. 06 Jan, 2020 1 commit
    • [REFACTOR][IR] Introduce SeqStmt to replace ir::Block (#4627) · 3595cbe0
      * [REFACTOR][IR] Introduce SeqStmt to replace Block
      
      ir::Block was used to represent a sequence of Stmts in the original low-level IR.
      The nested ir::Block structure is not really friendly for recursive visits,
      especially when the statements are unrolled.
      
      This PR introduce a SeqStmt that directly stores a sequence of statements in an Array container.
      The new SeqStmt will be used as a replacement of the original Block structure.
      
      * [REFACTOR] Migrate use of Block to SeqStmt.
      
      * [REFACTOR] Remove Block
      
      * Add more comments per yizhi's comment
      Tianqi Chen committed
  4. 02 Jan, 2020 1 commit
    • [IR] Unify approach to Visitor/Mutator under Functor (#4606) · 983eba88
      IRMutator and IRVisitor were the main data structures for doing low level IR visiting.
      As the project evolves, we start to introduce more powerful variants such as StmtFunctor and ExprFunctor.
      This PR brings new classes that allows us to migrate the visitor mutator to be sub-class of these functors.
      
      List of changes:
      
      - Create separate class for ExprMutator and StmtMutator, following convention used in relay.
      - Introduce copy-on-write to StmtMutator that can later benefit the statement mutations
        if we use move semantics and keep a single copy of stmt.
      - Move two generic visit mutate util to use the new classes.
      
      We will send followup PRs to migrate the existing passes that use the legacy visitors
      to the new one.
      Tianqi Chen committed
  5. 31 Dec, 2019 1 commit
    • [REFACTOR][OBJECT] Consoldiate NodePtr/Ref/Hash/Equal to Object (#4603) · a8c36921
      * [REFACTOR][OBJECT] Consoldiate NodePtr/Ref/Hash/Equal and macros to Object.
      
      Historically, we have classes like NodePtr/Ref/HashEqual.
      After unified object protocol, these names are just alias of the object counterpart.
      Moreover, there are helper macros defined over the places for defining these object.
      
      This PR consoldiate the terminologies into the corresponding ones
      in the Object system so we have a clean and consistent API moving forward.
      
      * Update include/tvm/attrs.h
      
      Co-Authored-By: Wei Chen <ipondering.weic@gmail.com>
      
      * fix compilation
      
      Co-authored-by: Wei Chen <ipondering.weic@gmail.com>
      Tianqi Chen committed
  6. 30 Dec, 2019 1 commit
    • [REFACTOR][RUNTIME] Update NDArray use the Unified Object System (#4581) · 55bd786f
      * [REFACTOR][RUNTIME] Move NDArray to Object System.
      
      Previously NDArray has its own object reference counting mechanism.
      This PR migrates NDArray to the unified object protocol.
      
      The calling convention of NDArray remained intact.
      That means NDArray still has its own type_code and
      its handle is still DLTensor compatible.
      
      In order to do so, this PR added a few minimum runtime type
      detection in TVMArgValue and RetValue only when the corresponding
      type is a base type(ObjectRef) that could also refer to NDArray.
      
      This means that even if we return a base reference object ObjectRef
      which refers to the NDArray. The type_code will still be translated
      correctly as kNDArrayContainer.
      If we assign a non-base type(say Expr) that we know is not compatible
      with NDArray during compile time, no runtime type detection will be performed.
      
      This PR also adopts the object protocol for NDArray sub-classing and
      removed the legacy NDArray subclass protocol.
      Examples in apps/extension are now updated to reflect that.
      
      Making NDArray as an Object brings all the benefits of the object system.
      For example, we can now use the Array container to store NDArrays.
      
      * Address review comments
      Tianqi Chen committed
  7. 26 Nov, 2019 1 commit
  8. 24 Oct, 2019 1 commit
    • [NODE][REFACTOR] Refactor reflection system in node. (#4189) · 78ca6fc8
      * [NODE][REFACTOR] Refactor reflection system in node.
      
      - Removed the old Node, Node is now just an alias of runtime::Object
      - Introduce ReflectionVTable, a new columnar dispatcher to support reflection
        - This allows us to remove vtable from most node objects
        - The VisitAttrs are registered via TVM_RESGITER_NODE_TYPE,
          they are no longer virtual.
      - Consolidated serialization and reflection features into node.
      
      * Explicit type qualification when calling destructor.
      
      * Fix SPIRV, more comments
      Tianqi Chen committed
  9. 21 Oct, 2019 1 commit
    • [REFACTOR][NODE][RUNTIME] Move Node to the new Object protocol. (#4161) · 7895adb2
      * [REFACTOR][NODE][RUNTIME] Move Node to the new Object protocol.
      
      This PR removes the original node system, and make node as a subclass of Object.
      This is a major refactor towards a better unified runtime object system.
      
      List of changes in the refactor:
      
      - We now hide data_ field, use Downcast explicitly to get a sub-class object.
      - Removed the node system FFI in python.
      - Removed the node C API, instead use PackedFunc for list and get attrs.
      - Change relay::Op::set_attr_type_key(attr_key_name) to relay::Op::set_attr_type<AttrType>().
        - This change was necessary because of the new Object registration mechanism.
        - Subsequent changes to the op registrations
        - The change revealed a few previous problems that is now fixed.
      - Patched up a few missing node type registration.
        - Now we will raise an error if we register object that is not registered.
      - The original node.h and container.h are kept in the same location.
      - Calling convention: kObjectHandle now equals the old kNodeHandle, kNodeHandle is removed.
      - IRFunctor now dispatches on ObjectRef.
      - Update to the new type checking API: is_type, derived_from are replaced by IsInstance.
      - Removed .hash member function, instead use C++ convention hasher functors.
      
      * Address review comments
      Tianqi Chen committed
  10. 25 Jul, 2019 1 commit
  11. 11 Jul, 2019 1 commit
  12. 02 Oct, 2018 1 commit
  13. 20 Sep, 2018 1 commit