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From Jared Roesch <notificati...@github.com>
Subject [dmlc/tvm] [Relay][RFC] Implement type checking for Any (#3221)
Date Tue, 21 May 2019 20:22:01 GMT
Currently a draft PR, see related RFC #3042.

This PR will only contain the type checking changes to Relay to support Any. @icemelon9 and
I will follow up with the related code generation PRs.
You can view, comment on, or merge this pull request online at:

  https://github.com/dmlc/tvm/pull/3221

-- Commit Summary --

  * Implement type checking for Any

-- File Changes --

    M include/tvm/relay/attrs/transform.h (12)
    M include/tvm/relay/base.h (18)
    M include/tvm/relay/op_attr_types.h (11)
    M include/tvm/relay/type.h (5)
    M include/tvm/runtime/ndarray.h (2)
    M python/tvm/_ffi/base.py (2)
    M python/tvm/api.py (3)
    M python/tvm/relay/__init__.py (1)
    M python/tvm/relay/op/_transform.py (49)
    M python/tvm/relay/op/op.py (5)
    M python/tvm/relay/op/transform.py (6)
    M python/tvm/relay/ty.py (1)
    M src/codegen/llvm/codegen_llvm.cc (4)
    M src/lang/buffer.cc (19)
    M src/lang/tensor.cc (12)
    M src/pass/storage_rewrite.cc (1)
    M src/relay/backend/compile_engine.cc (30)
    M src/relay/backend/compile_engine.h (32)
    M src/relay/backend/graph_runtime_codegen.cc (11)
    M src/relay/backend/interpreter.cc (184)
    M src/relay/backend/vm/compiler.cc (3)
    M src/relay/ir/base.cc (6)
    M src/relay/ir/pretty_printer.cc (4)
    M src/relay/ir/type.cc (16)
    M src/relay/op/tensor/transform.cc (154)
    M src/relay/op/type_relations.cc (10)
    M src/relay/pass/type_infer.cc (80)
    M src/relay/pass/type_solver.cc (309)
    M src/relay/pass/type_solver.h (16)
    M src/runtime/ndarray.cc (4)
    A tests/python/relay/test_any.py (91)

-- Patch Links --

https://github.com/dmlc/tvm/pull/3221.patch
https://github.com/dmlc/tvm/pull/3221.diff

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