SWu [Fri, 13 Dec 2019 20:09:56 +0000 (15:09 -0500)]
Fix bias_add gradient (#4516)
* Fix bias_add gradient
A change caused collapse_sum_like to reject implicit dimension
broadcasting for bias_add gradient, so switch to explicit sum reduction
on the non-bias axis dimensions.
* Lint fix
Alexander Pivovarov [Fri, 13 Dec 2019 17:42:58 +0000 (09:42 -0800)]
Fix TF resize for dynamic size models (#4510)
Leandro Nunes [Fri, 13 Dec 2019 05:48:29 +0000 (05:48 +0000)]
[CI] Update docker image ci_lint to obtain Python 3.6 from ppa:deadsnakes/ppa (#4505) (#4506)
masahi [Thu, 12 Dec 2019 22:52:06 +0000 (07:52 +0900)]
[Quantization] Fix annotation for multiply op (#4458)
* fix mul rewrite
* register Realize Rewrite for global avg pool and add test
* remove unnecessary check
* improve the test case
Haichen Shen [Thu, 12 Dec 2019 22:33:57 +0000 (14:33 -0800)]
[Hybrid][Fix] Fix hybrid script to support array of tensors (#4494)
* [Fix][Hybrid] Fix hybrid script to support array of tensors
* add test case
* clean up
* trigger ci
Dmitri Makarov [Thu, 12 Dec 2019 16:00:32 +0000 (17:00 +0100)]
Fix build for llvm newer than 9.0 (#4515)
optima2005 [Thu, 12 Dec 2019 06:06:20 +0000 (14:06 +0800)]
[TOPI] implement pool3d op (#4478)
* [TOPI] implement pool3d op
* use PoolInferCorrectLayout for both 2d and 3d pooling
* unify MakeMaxPool and MakeAvgPool
LaiyuanGong [Thu, 12 Dec 2019 01:47:50 +0000 (19:47 -0600)]
[NODE][Serialization]fix serialization precision loss in float (#4503)
* fix serialization precision loss in float
When we want to serialize a tvm.tensor object(like pickle), we will get a precision loss cause by std::to_string()。
For example, a2.value will be 0.0 while a.value=0.
00000001 in the following:
import tvm
import pickle
a = tvm.const(0.
00000001, 'float32')
a2 = pickle.loads(pickle.dumps(a))
* remove line end spaces
Thomas Viehmann [Thu, 12 Dec 2019 01:23:00 +0000 (02:23 +0100)]
add rocm schedules to topi C++ (#4507)
This imports the CUDA schedules to rocm.
Peter Yeh [Thu, 12 Dec 2019 01:19:42 +0000 (17:19 -0800)]
Add AMD codeGen unit tests (#4509)
Ramana Radhakrishnan [Wed, 11 Dec 2019 18:42:15 +0000 (18:42 +0000)]
Refactor bilinear and neighbour implementation in Tensorflow frontend (#4504)
There is significant duplication between functions.
Spotted while looking to move the tensorflow and tflite framework support to later than
1.13.1. The tests barf around resize_nearest_neighbour not ignoring the attribute
'helpful_pixel_centers'.
That upgrade is a separate discussion while this can go in
independently.
Thanks,
Ramana
Liang ZOU [Wed, 11 Dec 2019 17:33:08 +0000 (01:33 +0800)]
[codegen][Build] it's more readable to move the if condition out of the loop (#4501)
MORITA Kazutaka [Wed, 11 Dec 2019 16:39:06 +0000 (08:39 -0800)]
[RUNTIME] Fix compile errors of OpenCL FPGA backend (#4492)
Peter Yeh [Wed, 11 Dec 2019 09:14:36 +0000 (01:14 -0800)]
update rocm intrin rule (#4499)
Liangfu Chen [Wed, 11 Dec 2019 00:53:53 +0000 (08:53 +0800)]
[VTA] Speedup TSIM by Multi-threading (#4491)
This PR tries to increase TSIM performance by introducing multi-threading support.
reminisce [Tue, 10 Dec 2019 22:05:52 +0000 (14:05 -0800)]
Add __float2half_rn for cuda compute capabilities less than 53 (#4489)
* Fix
* clean up
Haichen Shen [Tue, 10 Dec 2019 19:09:23 +0000 (11:09 -0800)]
[Relay][Fix] Fix alter op layout when calling a global var (#4454)
* [Relay][Fix] Fix alter op layout when calling a global var
* add test case
Yizhi Liu [Tue, 10 Dec 2019 18:35:12 +0000 (10:35 -0800)]
[Team] Jared Roesch -> PPMC (#4488)
Liang ZOU [Tue, 10 Dec 2019 17:54:22 +0000 (01:54 +0800)]
[docs] typos in include/tvm/ir.h (#4493)
Tianqi Chen [Mon, 9 Dec 2019 21:22:31 +0000 (13:22 -0800)]
[REFACTOR][RUNTIME] Add LibraryModule that merges systemlib and dso. (#4481)
Historically we have two variations of modules(DSOModule and SystemLibModule)
that both exposes module via symbols.
This PR creates a common implementation for both, and introduce a Library
base class that allows us to have different implementations of GetSymbol.
It paves ways for future library related module enhancements.
Ina Dobreva [Mon, 9 Dec 2019 17:20:55 +0000 (17:20 +0000)]
[Relay][Frontend][TFlite] Add parses support for UNPACK tflite operator (#4447)
* use SPLIT & SQUEEZE = UNPACK as implemented in tensorflow parser
Relay doesn't support UNPACK
* tflite 1.13: UNPACK doesn't work as exepcted -> copies the values from
1st unpacked tensor to the other unpacks
* tflite 1.13: doesn't accept negative axis
Thierry Moreau [Mon, 9 Dec 2019 06:08:21 +0000 (22:08 -0800)]
[VTA] Bringing group convolution support (#4421)
* group conv operator support for VTA
* autotvm tuning script for group conv2d
* lint fix
* lint fix
* lint fix
* addressing comments
Zhi [Sun, 8 Dec 2019 19:57:25 +0000 (11:57 -0800)]
Check function attr for alpha equal (#4479)
Yuanqiang Liu [Sun, 8 Dec 2019 19:56:40 +0000 (03:56 +0800)]
[Codegen] fix bug on LLVM 10.0 (#4480)
Alexander Pivovarov [Sun, 8 Dec 2019 00:29:55 +0000 (16:29 -0800)]
Workaround to make conv2d_transpose compilation for CUDA work (#4472)
Alexander Pivovarov [Fri, 6 Dec 2019 08:35:20 +0000 (00:35 -0800)]
Fix typo in travserse (#4469)
Zhi [Thu, 5 Dec 2019 06:16:37 +0000 (22:16 -0800)]
[relay][op] Add shape func to tile (#4441)
* [relay][op] Add shape func to tile
* retrigger ci
* check dynamic axes
* retrigger ci
Junru Shao [Wed, 4 Dec 2019 23:08:28 +0000 (15:08 -0800)]
[BUGFIX] Fix search path for libtvm_topi.so (#4467)
ziheng [Wed, 4 Dec 2019 18:09:31 +0000 (10:09 -0800)]
[CONTRIB] TFLite Runtime (#4439)
Leo-arm [Wed, 4 Dec 2019 17:45:42 +0000 (17:45 +0000)]
lldb pretty printers for relay (#4453)
* lldb pretty printers for relay
A set of lldb debugger pretty printers that use the relay
PrettyPrinter functionality to display data structures in
the lldb debugger.
* lldb pretty printers for relay
A set of lldb debugger pretty printers that use the relay
PrettyPrinter functionality to display data structures in
the lldb debugger.
- Put the dot.lldbinit file in your home directory as .lldbinit.
- Update the file to point to the pretty printer script tvm.py
- Restart lldb
Liang ZOU [Wed, 4 Dec 2019 08:46:59 +0000 (16:46 +0800)]
[doc] fix typo (#4463)
optima2005 [Wed, 4 Dec 2019 08:44:07 +0000 (16:44 +0800)]
implement conv3d op (#4400)
* implement conv3d op
* add back missed conv2d_output_shape by mistake
* fix typo and docs, add topi test
* rebase to master and merge 2d/3d unification
* use cudnn.conv_forward
Tianqi Chen [Tue, 3 Dec 2019 23:14:07 +0000 (15:14 -0800)]
[RUNTIME][RPC] Update RPC runtime to allow remote module as arg (#4462)
optima2005 [Tue, 3 Dec 2019 21:18:19 +0000 (05:18 +0800)]
[RUNTIME] Add cudnn conv3d (#4418)
* [RUNTIME] Add cudnn conv3d
* add output checking to test_cudnn.verify()
* fix tests failure
* revised per as review comments
* unify conv_output_shape, conv_find_algo and conv_forward
* convert python list to tvm.array in conv_forward
* revise per as comments
* 'pass as reference' for vector args
* add back con2d/3d seperated implementation
* remove unused included header
* remove extra std::vectors
* remove unused header
Tianqi Chen [Tue, 3 Dec 2019 20:34:15 +0000 (12:34 -0800)]
[MEMORY] Fix gcc 4.8 compact (#4461)
Jammy Zhou [Tue, 3 Dec 2019 18:18:52 +0000 (02:18 +0800)]
Fix the Makefile for howto_deploy (#4457)
jmorrill [Tue, 3 Dec 2019 17:52:00 +0000 (09:52 -0800)]
Fix MSVC build error with container.h (#4455)
abergeron [Tue, 3 Dec 2019 17:39:13 +0000 (12:39 -0500)]
[TOPI][Relay][OP] Add a strided_set operation. (#4303)
Yong Wu [Mon, 2 Dec 2019 21:41:44 +0000 (13:41 -0800)]
[Relay] shape func for zeros, zeros_like, ones, ones_like (#4448)
anwang2009 [Mon, 2 Dec 2019 18:40:10 +0000 (10:40 -0800)]
[DOCS] add benchmark log format doc (#4366)
* add benchmark log format doc
* code review changes
* remove runtime_config, add md5 field
* schema edits
Logan Weber [Mon, 2 Dec 2019 18:38:12 +0000 (10:38 -0800)]
[µTVM] Enable AutoTVM for ARM STM32F746XX Boards (#4274)
HarryWu [Mon, 2 Dec 2019 17:09:38 +0000 (01:09 +0800)]
a tiny typo (#4452)
Alexander Pivovarov [Sun, 1 Dec 2019 15:41:50 +0000 (07:41 -0800)]
[TFLite] Add transpose_conv to TFLite parser (#4440)
Wei Chen [Sun, 1 Dec 2019 15:41:00 +0000 (07:41 -0800)]
[Runtime] Make ADTObject POD container type (#4346)
Haichen Shen [Sun, 1 Dec 2019 00:27:15 +0000 (16:27 -0800)]
[Relay][Pass] Fix lambda lift pass for recursive call (#4432)
* Fix lambda lift
* clean up
* lint
* fix
* remove unused import
Ina Dobreva [Sun, 1 Dec 2019 00:16:44 +0000 (00:16 +0000)]
[Relay][Frontend][TFlite] Add test for qnn_mul operator (#4395)
* Add a function to set the qnn output range wrt each elemwise operation.
* Add comments warning for nonsense clamped output in the tflite/tvm results comparison.
Thierry Moreau [Thu, 28 Nov 2019 18:12:49 +0000 (10:12 -0800)]
rpi4b target (#4445)
Liangfu Chen [Thu, 28 Nov 2019 06:45:58 +0000 (14:45 +0800)]
fix multiple transfer issue in loaduop (#4442)
Neo Chien [Wed, 27 Nov 2019 18:42:54 +0000 (02:42 +0800)]
[Doc] Fix broken link (#4438)
* [Doc] Fix broken link
* [Doc] Fix broken link
* [Doc] Fix broken link
Liangfu Chen [Wed, 27 Nov 2019 17:04:19 +0000 (01:04 +0800)]
[VTA] Enable streamlined GEMM execution (#4392)
* disable pipelined adder and enable streamlined gemm execution
* pipeline first layer of adder
* explain difference between pipeadder and adder
* add comment for explaining the hard-coded latency
Thomas Viehmann [Wed, 27 Nov 2019 15:15:37 +0000 (16:15 +0100)]
add DeviceName to ROCm api (#4437)
Zhao Wu [Wed, 27 Nov 2019 06:42:20 +0000 (14:42 +0800)]
[ARM CPU] Fix infer shape error of depthwise (#4384)
* [ARM CPU] Fix contrib_spatial_pack error
* PyLint error fix
* diable no-else-return as other files
* Change the test case split OC not be 1 to cover 5D weight layout
Thierry Moreau [Wed, 27 Nov 2019 03:21:56 +0000 (19:21 -0800)]
[VTA][HotFix] Relay->VTA quantization fix (#4433)
* relay -> vta fix
* setting optlevel to 3 for quantization to fold batchnorm
Tianqi Chen [Tue, 26 Nov 2019 23:58:13 +0000 (15:58 -0800)]
[RELEASE] Update copyright message, change notice, remove cma kernel module for now (#4431)
Tianqi Chen [Tue, 26 Nov 2019 22:40:26 +0000 (14:40 -0800)]
[DOCS] Update main website to tvm.apache.org (#4429)
* [DOCS] Update main website to tvm.apache.org
* Update jvm pom repo loc
* Change the org to asf
* Update ci addr to new one
Junru Shao [Tue, 26 Nov 2019 22:33:44 +0000 (14:33 -0800)]
Allow Array/Map store objects that are not NodeRef (#4430)
Haichen Shen [Tue, 26 Nov 2019 19:06:47 +0000 (11:06 -0800)]
Tweak debugger result (#4426)
Xingyu Zhou [Tue, 26 Nov 2019 18:17:25 +0000 (10:17 -0800)]
[AutoTVM] select model with the most tuned schedules (#4404)
* select model with the most tuned schedules
* change detect empty map method
* modify model description for load_reference_log
Neo Chien [Tue, 26 Nov 2019 17:48:24 +0000 (01:48 +0800)]
[SETUP] Add optional dependencies to extras_require (#4428)
Haichen Shen [Tue, 26 Nov 2019 01:11:15 +0000 (17:11 -0800)]
[Fix][Relay] Remove schedule register for nonexisting log1p op (#4425)
Thierry Moreau [Tue, 26 Nov 2019 00:18:10 +0000 (16:18 -0800)]
removing nnvm dep from VTA sources (#4419)
Thomas Viehmann [Mon, 25 Nov 2019 15:37:52 +0000 (16:37 +0100)]
add rocm codegen unittest for cross thread reduction (#4423)
Siyuan Feng [Mon, 25 Nov 2019 06:01:55 +0000 (22:01 -0800)]
[Perf] Enhance cudnn and cublas backend and enable TensorCore (#4353)
* add half and mix precision support to cublas backend
* add TensorCore support in CuDNN
* enhance CuDNN support
* address comments and fix lint
* fix
* add fp16 test
Tianqi Chen [Sun, 24 Nov 2019 22:34:17 +0000 (14:34 -0800)]
[RUNTIME] rename allocator.make -> allocator.make_object for term consistency (#4416)
Philip Hyunsu Cho [Sun, 24 Nov 2019 22:16:29 +0000 (14:16 -0800)]
Fix compilaton of bfloat16 on Windows (#4415)
Tianqi Chen [Sun, 24 Nov 2019 19:43:21 +0000 (11:43 -0800)]
[LICENSE] clarify the blockingqueue license, update version to 0.6.0 (#4414)
Yizhi Liu [Sun, 24 Nov 2019 17:44:38 +0000 (09:44 -0800)]
[License] move cma_api to 3rdparty. separate BSD 2-clause and 3-clause (#4410)
* [License] move cma_api to 3rdparty. separate BSD 2-clause and 3-clause
* add zlib license for blockingconcurrentqueue.h
Tianqi Chen [Sun, 24 Nov 2019 08:22:55 +0000 (00:22 -0800)]
[LINT] Remove unnecessary copyright message for files with ASF header (#4409)
* [LINT] Improve the check tool to handle ASF copyright message.
* [LINT] Remove unnecessary copyright message as per ASF requirement.
* Fix codegen hybrid
* [LINT] Broaden license checks to include html, xml
* [LINT] Fix rest of the files
* Fix notice
* [LINT] Improve check file type error message
Yizhi Liu [Sun, 24 Nov 2019 03:39:25 +0000 (19:39 -0800)]
[Release] resolve license issues (#4408)
Alexander Pivovarov [Sat, 23 Nov 2019 05:59:15 +0000 (21:59 -0800)]
[Relay][Legalize] Legalize conv2d_transpose for NHWC (#4399)
Tianqi Chen [Sat, 23 Nov 2019 04:32:20 +0000 (20:32 -0800)]
[RUNTIME] Move module export to the function level. (#4405)
Zhi [Fri, 22 Nov 2019 23:31:50 +0000 (15:31 -0800)]
[TVM][RUNTIME] A minimum example to generate external library wrappers for DSOModule (#4280)
Yizhi Liu [Fri, 22 Nov 2019 22:37:25 +0000 (14:37 -0800)]
[LICENSE] add 3rdparty licenses (#4402)
* [LICENSE] add 3rdparty licenses
* rename license files to .txt
tristan-arm [Fri, 22 Nov 2019 21:34:40 +0000 (21:34 +0000)]
Added tflite frontend support for quantized mean. (#4339)
Tianqi Chen [Fri, 22 Nov 2019 18:28:43 +0000 (10:28 -0800)]
[DOCS] Mention incubating in readme (#4401)
Neo Chien [Fri, 22 Nov 2019 05:52:24 +0000 (13:52 +0800)]
[Golang][Doc] improve the samples and doc (#4385)
* [Golang][Doc] improve the samples and doc
* [Golang][Doc] add asf header
* [Golang][Doc] Improve the end to end example
* [Golang][Doc] Improve the end to end example
tripley [Fri, 22 Nov 2019 03:12:05 +0000 (19:12 -0800)]
update_document_after_repository_renamed (#4398)
Cody Yu [Fri, 22 Nov 2019 00:45:47 +0000 (16:45 -0800)]
Update Jenkinsfile for external runtime (#4396)
Haichen Shen [Fri, 22 Nov 2019 00:01:01 +0000 (16:01 -0800)]
[Relay][VM] Clean up the VM and VM profiler code (#4391)
* [VM] add a few more API to vm
* [VM][Fix] fix vm convert args
* [VM] a few fixes
* rename fields
* update
* update vm profiler
* x
* add doc
* lint
* fix test
* address comments
Yizhi Liu [Thu, 21 Nov 2019 23:39:40 +0000 (15:39 -0800)]
[TOPI] Fix flaky testcase for floor div (#4382)
* [TOPI] Fix flaky testcase for floor div
* avoid check at 0.0
Haichen Shen [Thu, 21 Nov 2019 20:46:41 +0000 (12:46 -0800)]
Add Logan to reviewer (#4390)
Huang, Guangtai [Thu, 21 Nov 2019 20:46:00 +0000 (04:46 +0800)]
Update compile_engine.py (#4393)
Siyuan Li [Thu, 21 Nov 2019 18:53:37 +0000 (02:53 +0800)]
[Relay][Frontend][TF] Fix slice when begin or size is not Const (#4372)
* fix slice bug when input is param
* use _infer_value rather than _infer_value_simulated
Thomas Viehmann [Thu, 21 Nov 2019 14:40:29 +0000 (15:40 +0100)]
add GPU checking before compilation for rocm (#4394)
Previously, we would rely on the later phases to error out
(often for using too much shared memory). This enables the
checks on the IR that already exist for CUDA and OpenCL also
for ROCm.
Animesh Jain [Thu, 21 Nov 2019 05:22:25 +0000 (21:22 -0800)]
[QNN] Lowering for Depthwise Convolution. (#4351)
Zhi [Thu, 21 Nov 2019 00:50:01 +0000 (16:50 -0800)]
[fix][pass] Save the function when it is used as a call arg (#4389)
Tianqi Chen [Wed, 20 Nov 2019 23:43:54 +0000 (15:43 -0800)]
[CI] Add more info, per exec ws isolation (#4388)
Zhao Wu [Wed, 20 Nov 2019 20:43:20 +0000 (04:43 +0800)]
[ThreadPool] Solve thread transitions issue (#4344)
* [ThreadPool] Solve thread transitions issue
* Use pthread_atfork to avoid master thread affinity be derived by child.
* Code Format
* comment of exclude_worker0_
* set full cpu affinity
* Redundant blank line
* CPPLint
* CPPLint namespace
* CPPLint
* Fix the wrong logic of bind master thread.
Alexander Pivovarov [Wed, 20 Nov 2019 17:36:57 +0000 (09:36 -0800)]
Compare all outputs in TFLite test_forward_ssd_mobilenet_v1 (#4373)
Yizhi Liu [Wed, 20 Nov 2019 17:31:34 +0000 (09:31 -0800)]
[team] add Yizhi's pgp key (#4380)
masahi [Wed, 20 Nov 2019 17:09:29 +0000 (02:09 +0900)]
fix build with llvm trunk (#4386)
Liang ZOU [Wed, 20 Nov 2019 13:05:01 +0000 (21:05 +0800)]
[doc] fix typo, codege to codegen (#4383)
Tianqi Chen [Wed, 20 Nov 2019 06:04:42 +0000 (22:04 -0800)]
[CI] Avoid content-length request in test data download (#4375)
Yizhi Liu [Tue, 19 Nov 2019 23:07:29 +0000 (15:07 -0800)]
[nvcc] enable multiple arch in one fatbin (#4377)
Wuwei Lin [Tue, 19 Nov 2019 22:54:57 +0000 (17:54 -0500)]
[Relay][Quantize] Integrate data-aware calibration into quantization (#4295)
* [Relay][Quantize] Integrate data-aware calibration into quantization
* Update _calibrate.py
* trigger ci
* Address comments
* address comments
Haichen Shen [Tue, 19 Nov 2019 21:56:51 +0000 (13:56 -0800)]
[PERF] Parallelize reduction for CPU (#4158)
* [PERF] parallel reduction in cpu
* fix
* x
* update
* lint
* fix
Yizhi Liu [Tue, 19 Nov 2019 21:51:34 +0000 (13:51 -0800)]
[tutorial][benchmark] nnvm -> relay (#4368)
* [tutorial] nnvm -> relay
* use relay workload
* delete movbilenetv2 option
Alexander Pivovarov [Tue, 19 Nov 2019 17:15:08 +0000 (09:15 -0800)]
Fix TFLite RESHAPE assert (#4320)
Animesh Jain [Tue, 19 Nov 2019 04:18:58 +0000 (20:18 -0800)]
[Relay tests] AlterOpLayout - Temporary attr update (#4357)
miheer vaidya [Tue, 19 Nov 2019 04:03:53 +0000 (21:03 -0700)]
add rule for clean (#4364)
* add rule for clean
* Update clean rule
Seems like lib/ directory is not made by the makefile
So don't delete directory, just the contents of it.