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rebase #2

Merged
merged 16 commits into from
Jan 24, 2022
Merged

rebase #2

merged 16 commits into from
Jan 24, 2022

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ninesheep
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mehrdadh and others added 16 commits January 21, 2022 18:23
@mehrdadh
[LLVM][Hexagon] Revert LLVM header change for version 14 (#10006)
2a91f0d 
* Revert LLVM header change

* Trigger
@MasterJH5574 @junrushao
@zxybazh @spectrometerHBH @Hzfengsy @jinhongyii @vinx13
[MetaSchedule] Post Processor: Rewrite Reduction Block (#10013)
d97274c 
Co-authored-by: Junru Shao <junrushao1994@gmail.com>
Co-authored-by: Xiyou Zhou <xiyou@octoml.ai>
Co-authored-by: Bohan Hou <32121147+spectrometerHBH@users.noreply.github.com>
Co-authored-by: Siyuan Feng <Hzfengsy@sjtu.edu.cn>
Co-authored-by: Hongyi Jin <3231950289@qq.com>
Co-authored-by: Wuwei Lin <wuwei@apache.org>

Co-authored-by: Junru Shao <junrushao1994@gmail.com>
Co-authored-by: Xiyou Zhou <xiyou@octoml.ai>
Co-authored-by: Bohan Hou <32121147+spectrometerHBH@users.noreply.github.com>
Co-authored-by: Siyuan Feng <Hzfengsy@sjtu.edu.cn>
Co-authored-by: Hongyi Jin <3231950289@qq.com>
Co-authored-by: Wuwei Lin <wuwei@apache.org>
@slyubomirsky
[frontend][keras] Add support for TimeDistributed (#7006)
25c8f4c 
* First pass on modifying Keras importer to handle TimeDistributed

* Use squeeze inside TimeDistributed, add tests

* linter fixes

* More linting

* Even more linting

* Fix unused argument annotations

* Forgot one pylint annotation

* Forgot to set up data layout in _convert_activation

* Decouple data_layout from etab

* Linting fix

* Forgot to set data_layout argument

* Missed an etab.data_format, also test_conv1d was not in the test file's main

* Rebase fixes

* Linting fix

* _convert_lambda needs a data layout argument too

* linting fix too

* Lint the test file too

* Redundant variables

* Simplify further

* Another simplification

Co-authored-by: Steven Lyubomirsky <slyubomirsky@octoml.ai>
Auto-discover C/C++ compiler instead of hardcoding g++ (#10007)
751f83b 
Some platforms (e.g. FreeBSD) use clang as the default OS compiler,
and there is no g++.
@lixiaoquan
[Docker] Relax name check (#10011)
81b66e6 
Fix a issue that user name like aaa.bb can't be added to docker container
@jinhongyii @junrushao
@zxybazh @spectrometerHBH @Hzfengsy @MasterJH5574 @vinx13
[MetaSchedule] Schedule Rule: Cross Thread Reduction (#9994)
1ac01b4 
Co-authored-by: Junru Shao <junrushao1994@gmail.com>
Co-authored-by: Xiyou Zhou <xiyou@octoml.ai>
Co-authored-by: Bohan Hou <32121147+spectrometerHBH@users.noreply.github.com>
Co-authored-by: Siyuan Feng <Hzfengsy@sjtu.edu.cn>
Co-authored-by: Ruihang Lai <lairuihangdongdong@qq.com>
Co-authored-by: Wuwei Lin <wuwei@apache.org>
[TOPI,CUDA] Don't enable cudnn conv2d kernel if is not supported (#10021
e9ee73f 
)

* [TOPI,CUDA] Don't enable cudnn conv2d kernel if is not supported

Specifically, check that layout is not NCHW if datatype is int8.

* remove all conv2d_cudnn int8 support
@MasterJH5574
[BugFix][TIR] Fix cross-thread reduction when single reduction loop w…
89fa241 
…ith predicate (#10016)
@driazati
Add user-configurable backtrace limit (#10025)
9a6423c 
A spin off of #9872, this adds an env variable `TVM_BACKTRACE_LIMIT` which can be set to an integer to limit the frames printed out on errors. This can make it easier to run interactive TVM scripts with errors since the stack traces are often long (70+ frames).

```bash
export TVM_BACKTRACE_LIMIT=5
python some_code_with_an_error.py
```

cc @tkonolige

Co-authored-by: driazati <driazati@users.noreply.github.com>
@Hzfengsy @junrushao
@zxybazh @spectrometerHBH @MasterJH5574 @jinhongyii @vinx13
[MetaSchedule] disallow_dynamic_loop (#9997)
64f2939 
* [MetaSchedule] disallow_dynamic_loop

Co-authored-by: Junru Shao <junrushao1994@gmail.com>
Co-authored-by: Xiyou Zhou <xiyou@octoml.ai>
Co-authored-by: Bohan Hou <32121147+spectrometerHBH@users.noreply.github.com>
Co-authored-by: Ruihang Lai <lairuihangdongdong@qq.com>
Co-authored-by: Hongyi Jin <3231950289@qq.com>
Co-authored-by: Wuwei Lin <wuwei@apache.org>

* Update src/meta_schedule/postproc/disallow_dynamic_loop.cc

Co-authored-by: Ruihang Lai <lairuihangdongdong@qq.com>

Co-authored-by: Junru Shao <junrushao1994@gmail.com>
Co-authored-by: Xiyou Zhou <xiyou@octoml.ai>
Co-authored-by: Bohan Hou <32121147+spectrometerHBH@users.noreply.github.com>
Co-authored-by: Ruihang Lai <lairuihangdongdong@qq.com>
Co-authored-by: Hongyi Jin <3231950289@qq.com>
Co-authored-by: Wuwei Lin <wuwei@apache.org>
@masahi
[CUDNN] Support gradient kernels (#9986)
d35b858 
* Dgrad nchw, nhwc, fp16 working

commit 426e5dc
Author: Masahiro Masuda <masahi129@gmail.com>
Date:   Tue Jan 18 11:48:53 2022 +0900

    black

commit 211a58b
Author: Masahiro Masuda <masahi129@gmail.com>
Date:   Tue Jan 18 11:43:52 2022 +0900

    fp16 also works

commit c2a34d4
Author: Masahiro Masuda <masahi129@gmail.com>
Date:   Tue Jan 18 11:36:36 2022 +0900

    nhwc test also worked

commit c0609ab
Author: Masahiro Masuda <masahi129@gmail.com>
Date:   Tue Jan 18 11:21:23 2022 +0900

    nchw test worked

commit 2bf68c7
Author: Masahiro Masuda <masahi129@gmail.com>
Date:   Tue Jan 18 10:41:35 2022 +0900

    add test stub

commit c86b128
Author: Masahiro Masuda <masahi129@gmail.com>
Date:   Tue Jan 18 10:32:09 2022 +0900

    add python definition stub

commit 3166952
Author: Masahiro Masuda <masahi129@gmail.com>
Date:   Tue Jan 18 06:57:18 2022 +0900

    bwd filter compiled

commit e311ba3
Author: Masahiro Masuda <masahi129@gmail.com>
Date:   Tue Jan 18 06:27:55 2022 +0900

    dgrad compiled

commit 47f35be
Author: Masahiro Masuda <masahi129@gmail.com>
Date:   Tue Jan 18 06:16:43 2022 +0900

    add dgrad stub

commit ebed032
Author: Masahiro Masuda <masahi129@gmail.com>
Date:   Mon Jan 17 17:01:56 2022 +0900

    cpplint

commit 834f54a
Author: Masahiro Masuda <masahi129@gmail.com>
Date:   Mon Jan 17 16:55:58 2022 +0900

    remove cudnn get output

commit dcbd9c9
Author: Masahiro Masuda <masahi129@gmail.com>
Date:   Mon Jan 17 16:28:07 2022 +0900

    more refactor

commit 146464e
Author: Masahiro Masuda <masahi129@gmail.com>
Date:   Mon Jan 17 15:57:35 2022 +0900

    Introduce SetConvdescriptors to refactor cudnn/conv_forward.cc

* add python function for cudnn wgrad

* adding wgrad test

* black

* wgrad nchw and nhwc worked

* remove bwd algo name stuff

* compute output shape properly

* swap arg order in wgrad

* add kernel size arg in test

* black

* cleanup

* more fix

* fix dgrad test

* support running relay conv2d_backward_weight directly with cudnn

* black

* refactor reference function to support nhwc

* removed unused function

* lint

* enable offloading conv2d_transpose to cudnn dgrad

* relax tol

* name fix, remove print
@junrushao
[Flaky] Skip test_qlinear_average_pool (#10030)
7bfb11b
@Hzfengsy @junrushao
@zxybazh @spectrometerHBH @MasterJH5574 @jinhongyii @vinx13
[MetaSchedule] Mutator: Mutate compute location (#10028)
fc1814e 
Co-authored-by: Junru Shao <junrushao1994@gmail.com>
Co-authored-by: Xiyou Zhou <xiyou@octoml.ai>
Co-authored-by: Bohan Hou <32121147+spectrometerHBH@users.noreply.github.com>
Co-authored-by: Ruihang Lai <lairuihangdongdong@qq.com>
Co-authored-by: Hongyi Jin <3231950289@qq.com>
Co-authored-by: Wuwei Lin <wuwei@apache.org>

Co-authored-by: Junru Shao <junrushao1994@gmail.com>
Co-authored-by: Xiyou Zhou <xiyou@octoml.ai>
Co-authored-by: Bohan Hou <32121147+spectrometerHBH@users.noreply.github.com>
Co-authored-by: Ruihang Lai <lairuihangdongdong@qq.com>
Co-authored-by: Hongyi Jin <3231950289@qq.com>
Co-authored-by: Wuwei Lin <wuwei@apache.org>
@MasterJH5574 @junrushao
@zxybazh @spectrometerHBH @Hzfengsy @jinhongyii @vinx13
[MetaSchedule] Post Processor: Rewrite Unbound Block (#10027)
cc67040 
Co-authored-by: Junru Shao <junrushao1994@gmail.com>
Co-authored-by: Xiyou Zhou <xiyou@octoml.ai>
Co-authored-by: Bohan Hou <32121147+spectrometerHBH@users.noreply.github.com>
Co-authored-by: Siyuan Feng <Hzfengsy@sjtu.edu.cn>
Co-authored-by: Hongyi Jin <3231950289@qq.com>
Co-authored-by: Wuwei Lin <wuwei@apache.org>

Co-authored-by: Junru Shao <junrushao1994@gmail.com>
Co-authored-by: Xiyou Zhou <xiyou@octoml.ai>
Co-authored-by: Bohan Hou <32121147+spectrometerHBH@users.noreply.github.com>
Co-authored-by: Siyuan Feng <Hzfengsy@sjtu.edu.cn>
Co-authored-by: Hongyi Jin <3231950289@qq.com>
Co-authored-by: Wuwei Lin <wuwei@apache.org>
@MasterJH5574 @junrushao
@zxybazh @spectrometerHBH @Hzfengsy @jinhongyii @vinx13
[MetaSchedule] Schedule Rule: Parallelize-Vectorize-Unroll (#10033)
de01c3e 
Co-authored-by: Junru Shao <junrushao1994@gmail.com>
Co-authored-by: Xiyou Zhou <xiyou@octoml.ai>
Co-authored-by: Bohan Hou <32121147+spectrometerHBH@users.noreply.github.com>
Co-authored-by: Siyuan Feng <Hzfengsy@sjtu.edu.cn>
Co-authored-by: Hongyi Jin <3231950289@qq.com>
Co-authored-by: Wuwei Lin <wuwei@apache.org>

Co-authored-by: Junru Shao <junrushao1994@gmail.com>
Co-authored-by: Xiyou Zhou <xiyou@octoml.ai>
Co-authored-by: Bohan Hou <32121147+spectrometerHBH@users.noreply.github.com>
Co-authored-by: Siyuan Feng <Hzfengsy@sjtu.edu.cn>
Co-authored-by: Hongyi Jin <3231950289@qq.com>
Co-authored-by: Wuwei Lin <wuwei@apache.org>
@lhutton1
[microNPU] Add support for requantize (#9910)
74a2fa8 
* [microNPU] Add support for requantize

Adds support for stand-alone requantize operation which is legalized to
an identity operation on the NPU.

Change-Id: Ie2450c5fc72f405eddf517593236074aa4716c3b

* fix concatenate tests failing due to not being bit exact

Since requantize is now offloaded, concatenate tests were failing
due a reference not being used.

Change-Id: I44b26b5daecfefb776ca19e6646f3690f5570f52

* test multiple requantize offload

Change-Id: I60a3283461a7a7083c05289e84f570698388077b

* address comments

Change-Id: I7196a0fa468eb7c6a96f2b8a68f3a2dcf5a5693c
@ninesheep ninesheep merged commit 3a357a7 into ninesheep:main Jan 24, 2022
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