d2ae8c95d5
[DOCS] Update API docs to reflect the status after the refactor. ( #4907 )
2020-02-18 15:39:59 -08:00
0b2d11a574
[DOCS] Introduce how to add hardware backend to FAQ ( #4898 )
2020-02-17 10:53:05 -08:00
51a265af01
[REFACTOR][PY][API-CHANGE] Establish tvm.target
...
Move the related target modules into tvm.target.
API change:
- tvm.target.current_target -> tvm.target.Target.current
- tvm.datatype -> tvm.target.datatype
2020-02-12 16:36:23 -08:00
176ffe5058
[DOCS][PY] Sphinx docs about tvm.ir
2020-02-12 08:01:22 -08:00
a566161147
[REFACTOR][PY][API-CHANGE] establish tvm.ir, migrate corresponding files ( #4862 )
...
* [REFACTOR][PY][API-CHANGE] establish tvm.ir, migrate corresponding relay files.
This PR establishes tvm.ir and migrates the corresponding relay
files into the new folder.
API Change:
- relay.Module -> tvm.IRModule
* Update with ADT
* Migrate transform
* address comments
* Migrate module
* Migrate json_compact
* Migrate attrs
* Move LoweredFunc to stmt temporarily
* temp migrate container
* Finish migrate container
2020-02-11 20:01:36 -08:00
e0122c0ea6
[REFACTOR][PY][API-Change] Polish tvm.runtime, tvm.runtime.module API update ( #4837 )
...
* [REFACTOR][PY-API] Polish tvm.runtime, tvm.runtime.module API update
This PR updates the tvm.runtime to use the new FFI style.
- Remove top-level tvm.module to avoid confusion between runtime.Module and IRModule
- API changes wrt to runtime.Module
- tvm.module.load -> tvm.runtime.load_module
- tvm.module.enabled -> tvm.runtime.enabled
- tvm.module.system_lib -> tvm.runtime.system_lib
- Remove dep on api_internal from runtime.
* Update module.load in the latest API
2020-02-07 09:15:08 -08:00
3a672e3eba
[Arith] add SizeVar representing non-neg valued variable in a tensor shape ( #4684 )
...
* [arith] add ShapeVar representing non-neg valued variable in a tensor shape
* bounder remover; deal with div in int_set differently
* fix bounder_remover
* migrate unittest to use shape_var
* use tvm.shape_var in integration & relay tests
* add test case; fix Var register
* fix lint
* fix lint again
* add default ShapeVar visitor in Relay
* fix override
* fix ShapeVar visit bug
* revert IntervalSet for shape_var
* remove bound_remover
* remove is_var; use constructor for shapevar/var instead
* ShapeVar -> SizeVar; add constructor comments
* shape_var -> size_var in doc
* tindex -> size
2020-01-15 22:07:40 -08:00
56416ed084
[TOPI][RELAY][OP] add op crop_and_resize ( #4417 )
...
* [TOPI][RELAY][OP] add op crop_and_resize
* fix pylint
* incorporate comments
* fix ci
2020-01-10 19:52:52 -08:00
86092de0b6
[REFACTOR] Replace TensorObj and TensorValue with NDArray ( #4643 )
...
* replace TensorObj and TensorValue with NDArray
* NodeBase to Object in Python
* rebase
2020-01-10 16:44:16 -08:00
baae28b269
[Autotvm] Use VM compile to extract autotvm tasks ( #4328 )
...
* [AutoTVM] Use vm compile in extracting task from relay
* update
* restructure vm compiler to reduce task extraction time
* x
* fix
* update doc
* udpate doc
* lint
2020-01-08 17:15:55 -08:00
e6ff3f701b
[TEST] Remove nnvm related code in topi and test script ( #4562 )
...
* [TEST] Remove nnvm related code in topi and test script
* Remove docs dep
2019-12-22 09:47:34 -08:00
a226973ba7
[Frontend]Add TensorFlow FloorMod ( #4308 )
...
* Add tf FloorMod
* Add floor_div/mod into topi and relay
* Add to rst
* Fix test
2019-11-18 09:24:34 +05:30
23691b8e34
Add topi.nn.fifo_buffer to TVM doc ( #4343 )
2019-11-14 19:42:53 -08:00
b07b195264
[Relay][Topi][TensorFlow][ONNX][Lang] Add support for Any op ( #4205 )
...
* Add support for Any op
* Support ONNX frontend
* Add doc
* Add to relay docs
* Dummy change to retrigger CI
2019-10-30 11:43:09 -07:00
2ded2d8caf
[ARITH] Use explicit div mode in python. ( #4014 )
2019-09-27 07:45:25 -07:00
17c2c0a12b
Expose llvm.nearbyint intrinsic. This is a faster alternate to rounding. ( #4001 )
...
* Expose llvm.nearbyint intrinsic. This is a faster alternate to rounding.
Summary:
Test Plan:
Reviewers:
Subscribers:
Tasks:
Tags:
* Added python binding. Added test.
Summary:
Test Plan:
Reviewers:
Subscribers:
Tasks:
Tags:
2019-09-25 11:22:54 -07:00
ed9fdfb092
[Relay] Add new IR pass CombineParallelDense ( #3862 )
...
* Refactor to create abstract ParallelOpCombiner
* First draft of CombineParallelDense
* Begin to work on tests
* Test
* Refactor to move out more common code
* Clean up
* Fix
* Remove statics
* fix wording
* Start to add combine_parallel_op_batch
* Resolve PR comments
* Resolve PR comments
* dummy change to retrigger CI
* Change special case from bias_add to add
* Revert special case change
* Ignore units check
* dummy change to retrigger CI
* dummy change to re-trigger CI
* Improve docs
* Update docs
* Update docs
2019-09-24 01:12:11 -07:00
16d4da4d61
Add operator isnan ( #3979 )
...
* add expr `isnan`
* move to intrinsic
* doc & add to topi
* fix error from ci
2019-09-22 09:49:10 -07:00
88cd1b1c54
Add docs for analysis namespace ( #3985 )
2019-09-22 02:44:07 +08:00
ab1853c289
[TOPI] operator support: logical_and, logical_or, logical_not ( #3929 )
...
* [TOPI] operator support: logical_and, logical_or, logical_not
* [TOPI] operator support: logical_and, logical_or, logical_not
* [TOPI] fix test cases for operator support: logical_and, logical_or, logical_not
* [TOPI] fix test cases for operator support: logical_not
2019-09-16 10:42:47 -07:00
554df21189
[TOPI][Relay][TensorFlow] Add OneHot operator ( #3781 )
...
* Add one-hot to Relay
* topi implementation
* Working
* add topi test
* Add TF test
* Fix check
* fix linting issues
* fix documentation
* Fix documentation
* Add support for on_value, off_value, axis, dtype
* Add full support for axis
* Fix compute and update test_forward
* Move on_value and off_value to inputs
* Add topi test
* Update tests
* Update docs
* Fix style
* re-enable tests
* Add one_hot to mxnet converter
2019-08-22 13:45:45 -07:00
8a46444ffe
fix some pass docs ( #3767 )
2019-08-13 15:23:50 -07:00
2ed31b24fe
{relay,topi}.reinterpret support ( #3599 )
...
= Motivation
It's useful to expose the tvm::reinterpret functionality to Relay/TOPI users, as
this allows them to build (fused) operators leveraging the bitwise
reinterpretation of an operator. An example is approximate transcendental
functions, which can be implemented similar to:
```.py
def C(x):
return relay.expr.const(x, "float32")
def approx_exp(x):
x = relay.minimum(relay.maximum(x, C(-88.0)), C(88.0))
x = C(127.0) + x * C(1.44269504)
xf = relay.floor(x)
i = relay.cast(xf, "int32")
x = x - xf
Y = C(0.99992522) + x * (C(0.69583354) + x * (C(0.22606716) + x * C(0.078024523)))
exponent = relay.left_shift(i, relay.expr.const(23, "int32"))
exponent = relay.reinterpret(exponent, "float32")
return exponent * Y
def approx_sigmoid(x):
# <2.0e-5 absolute error over [-5, 5]
y = approx_exp(x)
return y / (y + C(1.0))
def approx_tanh(x):
# <4.0e-5 absolute error over [-5, 5]
x = x * C(2.0)
y = approx_exp(x)
return (y - C(1.0)) / (y + C(1.0))
```
See unit tests for implementations of these approximate transendentals.
2019-07-23 14:43:27 -07:00
313bc9de4d
[TOPI][RELAY] Add op Size ( #3094 )
2019-07-19 15:06:34 -07:00
e3d6074a5b
Clean up pass.h ( #3312 )
2019-07-02 09:14:52 -07:00
8ef2217642
[RELAY] [OP] [MXNet Frontend] Add sequence_mask ( #3437 )
...
* Add sequence_mask
use exactly the same arguments as mxnet
fix
* fix lint
* fix lint
* add mxnet conversion + relay
* update
* update doc
* fix pylint
* fix doc
* address comment
* try to address comments
* try to enable shape check for valid_length
* fix
* try to fix
* fix bug
* try to fix
* address comment
* address comment
2019-06-27 21:51:04 -07:00
072f8cc75e
[Relay/TOPI][Op] Add TopK operator ( #3256 )
...
* init impl for topk
* Fix cpu for topk
* init cuda impl for topk
* Add cuda for topk
* fix
* Add doc
* update doc
* lint
* lint
* lint
* x
* fix warning
* [Relay] Add TopK in tf converter
* Add frontend converter
* fix
2019-06-04 16:29:56 -07:00
138ec7be78
[Relay][Transform] merge PassContext and BuildConfig ( #3234 )
2019-05-24 12:05:00 -07:00
4b1d3d87a3
Add SkipVectorize pass ( #3222 )
2019-05-21 16:34:35 -07:00
9fd8e3c513
[Relay][TOPI] operator All ( #3124 )
...
* [Relay][TOPI] operator All
* Update tests/python/frontend/tensorflow/test_forward.py
Co-Authored-By: yongwww <55wuyong@163.com >
* fix comments
* change to level 4
2019-05-20 11:56:22 -07:00
147ea3b0ca
[Relay][Op] Adaptive pooling ( #3085 )
...
* Add topi adaptive_pool
* Use adaptive_pool to compute global_pool
* Add relay adaptive pool2d
* Fix lint
* Fix typo
* Minor change
* Change support level to 10
* Add contrib
* Remove global pool schedule
* Add contrib module
* Fix lint
* Update doc
* Update doc
2019-05-08 17:21:41 -07:00
9bfdc55c57
[Relay][TOPI] Add rsqrt operator ( #2949 )
2019-04-25 11:05:42 -07:00
cffb4fba03
[HEADER] Add Header to Comply with ASF Release Policy ( #2982 )
...
* [HEADER] ASF header dir=include
* [HEADER] ASF Header dir=src
* [HEADER] ASF Header -dir=python
* [HEADER] ASF header dir=topi
* [HEADER] ASF Header dir=nnvm
* [HEADER] ASF Header -dir=tutorials
* [HEADER] ASF Header dir=tests
* [HEADER] ASF Header -dir=docker
* fix whitespace
* [HEADER] ASF Header -dir=jvm
* [HEADER] ASF Header -dir=web
* [HEADER] ASF Header --dir=apps
* [HEADER] ASF Header --dir=vta
* [HEADER] ASF Header -dir=go
* temp
* [HEADER] ASF Header --dir=rust
* [HEADER] Add ASF Header --dir=cmake
* [HEADER] ASF Header --dir=docs
* [HEADER] Header for Jenkinsfile
* [HEADER] ASF Header to toml and md
* [HEADER] ASF Header to gradle
* Finalize rat cleanup
* Fix permission
* Fix java test
* temporary remove nnvm onnx test
2019-04-07 21:14:02 -07:00
f63631fc73
[RUNTIME] Scaffold structured error handling. ( #2838 )
2019-03-18 23:05:02 -07:00
cc112c10c5
Support for sign ( #2775 )
2019-03-13 22:14:26 -07:00
ee8058069a
[Relay/TOPI][Op] Add shape op in Relay and TOPI ( #2749 )
...
* Add shapeof op in topi
* Add relay shape_of op
* Add constant folding for shape_of
* Allow shape op to specify dtype
* Add mxnet converter for shape_array
* lint
* lint
* Add doc
2019-03-13 16:14:48 -07:00
19194e97de
[Relay/TOPI][Frontend] Add tile and repeat operators in Relay and TOPI ( #2720 )
...
* tile and repeat operator added in rely
* fix pylint
* fix make warnings
* comments addressed
* fix lint error
* comment addressed
2019-03-10 23:29:51 -07:00
801068f343
update relay python api doc ( #2766 )
2019-03-11 00:06:09 -04:00
ef58291dda
[Relay][TOPI][OP] intel_graphics conv2d alterlayout support relay, added stack op ( #2729 )
...
* add stack op frontend
* concate moved
* topi stack added
* stack added
* fix stack bugs and tested
* conv2d alterlayout udpated for relay
* fix pylint
* fix cmake warnings
* cmake warnings fixed
2019-03-05 19:42:32 -08:00
af69f8730b
[Tensorflow, NNVM, TOPI] Support for logical operators ( #2453 )
2019-03-03 10:20:59 -08:00
8459006322
[Relay/TOPI][Op] Add batch_matmul in relay and TOPI ( #2561 )
...
* Add batch_dot and cpu schedule
* Add relay support for batch_dot
* Rename batch_dot to batch_matmul
* nits
* Add missing file
* Put batch_matmul and dense x86 schedule in separate files
* Fix pylint
* Remove unused import
* Add cuda schedule for batch_matmul
* Add test case with larger batch size
* Add batch_matmul in api doc
* Fix quantize pass rounding error
* Fix pylint and minor change
* bug fix
2019-03-01 14:53:46 -08:00
ee79703c3c
[Lang] Layout in TVM node system ( #2509 )
...
* move layout.h & layout.cc from relay to tvm
* change ConvertLayout in relay to bijectiveLayout->Forward/backward
* add first test case
* add LayoutAxis
* add LayoutAxis struct and compiles
* simplify BijectiveLayout rule consturct
* polish func name for Layout, move impl to .cc, remove Layout::defined(), add defined() checker
* partially add layout py support
* add layout test cases
* add doc for tvm.layout & tvm.bijective_layout
* fix lint
* fix lint
* fix layout name generation bug
* fix layout typo
* address comments and add topi.layout_transform
* layout.h->data_layout.h, test_lang_layout.py->test_lang_data_layout.py
2019-02-28 12:26:22 +08:00
16b009b236
[Relay/TOPI][OP] Add arange op in Relay and TOPI ( #2621 )
...
* Add arange op
* Update docs
* Fix bug
* add sanity check in relay and mxnet frontend mapping
* lint
* nits
* pylint
* don't allow empty output from arange
* Remove empty test for arange
* Fix bug and update doc
2019-02-22 22:49:15 -08:00
985e7d72bf
Update docs for some new modules ( #2454 )
2019-01-17 09:08:30 -08:00
a9bd5593a3
[X86][TOPI] Add AutoTVM template for dense ( #2392 )
...
* Add GEMM autotvm template for x86
* Fix tophub link
* Disable RPC server logging file delete
* Update dense autotvm template
* Fix tests
* Fix lint
* tweak
* Register two templates with different tags
2019-01-13 22:43:34 -08:00
9d20fa1b98
[PASS][TENSOR] Use correct select semantics ( #2394 )
2019-01-11 10:19:09 -08:00
20afa0a535
[DOC][Relay]: Add API docs for Relay. ( #1750 )
2018-12-01 22:27:49 -08:00
add1f90e4c
[NNVM/TOPI][OP] gather_nd ( #2041 )
2018-10-31 15:14:01 -07:00
1eedc945b0
Update frontend.rst ( #1881 )
2018-10-10 21:57:03 -07:00
6fe5b108bc
[NNVM][TOPI] Add mean and product operators ( #1628 )
...
* Add mean and product operators
* Fix typo
* Fix lint
* fix test
* Fix gpu schedule
* Update doc
* remove mean from topi
* Add nnvm test
* Fix cuda schedule
* Remove cuda schedule
2018-09-17 18:00:07 -07:00
Tianqi Chen