[TOPI] Add broadcast and reduce operators

* [TEST] Upgrade gpu docker to cudnn7

* fx

* [RUNTIME][PASS] Allow declare vector type array

* fix bcast

* [BUFFER] Enable vload/store function in buffer

* ok

* [NNPACK] Add nnpack.convolution

* Add instrinsic

* Fix lint

* [PASS] Refactor thread storage sync to a common visitor

* Fix the sync scope check behavior

* Typofix.

Signed-off-by: Edward Z. Yang <ezyang@fb.com>

* Probe for nvrtc in lib directory as well.

Signed-off-by: Edward Z. Yang <ezyang@fb.com>

* Conda build recipe for TVM.

Signed-off-by: Edward Z. Yang <ezyang@fb.com>

* [SCHEDULE] Fix fuse node order

* Make fuse order consistent with split

* Install rules and dynamic library loading fixes.

A batch of fixes:

- Added 'install' rule to cmake and make, which installs runtime
  headers and library (libtvm_runtime).

- Added 'installdev' rule to make, which also installs the compiler
  infrastructure headers and library (libtvm)

- Added 'INSTALL_DEV' option to cmake, for toggling installation
  of compiler infrastructure headers and library

- cmake no longer builds into lib/ directory; instead all build
  products go in your build directory

- New algorithm for dynamic library loading, as described in #281.

Signed-off-by: Edward Z. Yang <ezyang@fb.com>

* Emit dylib on OS X

Signed-off-by: Edward Z. Yang <ezyang@fb.com>

* Lint fixes.

Signed-off-by: Edward Z. Yang <ezyang@fb.com>

* __init__ updated

* pull request updated

* build_module added

* typo fixed

* another typo fixed

* [STORAGE][BUFFER] Support access ptr for clear access pattern.

* fix lint

* [SCHEDULE] Detect useless bound early

* fix

* [FIX] Fix bug and typo in rpc_server

* [FIX] Remove unnecessary condition

* prefetch interface added

* prefetch python comments modified. prefetch info data structure maintained.

* start injecting prefetches. first step (domain touch) implemented.

* domain touch tested.

* Prefetch ir_mutator and ir_visitor dispatch registered.

* modify domain touched from passing a func_ref to passing a tensor

* modify domain touched from passing a func_ref to passing a tensor

* modify Tensor copy to Tensor ref

* temp commit for rebase

* debug info removed, typo fixed, ready to rebase

* prefetch flatten test add!

* roll back builtin functions to side effect functions

* lint error fixed!

* add cache line size to storage flatten argument

* forgot modifications add

* change code style to dmlc-like; get rid of can_prove, use manually compute instead

* python lint error fixed

* modify instrinsic name to pass tests

* [TEST] get rid of str(), replace them by accessing attributes

* change map to list comprehension

* redundant numpy import removed

* [EXECUTOR] Fix bug and improve

* [EXECUTOR] Enhance test case

* [RPC] Allow backpressure from writer

* fix

* fix

* [EXECUTOR] Enable load executor remotely

* [EXECUTOR] Pipeline

* Pass bytearray directly

* Enable load dynamic library in rpc_server.py

* Fix

* lint

* Return Module from remote side directly

* Remove unused header file

* Fix

* fix

* [REFACTOR] collections->container, RPC returns func, time_evaluator returns struct

* fix executor

* [RUNTIME][RPC] Change RPCServer to Event Driven Code

* fix

* [RUNTIME] Add workspace pool

* fix doc

* fix the free list

* avoid zero size

* [TAG] Fix signature of decorated function

* Add dep

* [RUNTIME] Add System Lib

* lint

* lint

* fix compile

* [C API] Make DSL API registerable, add copy from/to raw bytes

* fix cython