[incubator-tvm] 01/01: Fix up the final pieces

2020-03-21 Thread jroesch
This is an automated email from the ASF dual-hosted git repository. jroesch pushed a commit to branch rust-stablize in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git commit 5939ce700ca24f10dab71fa0d0c5fab19fd2be4f Author: Jared Roesch AuthorDate: Sat Mar 21 22:30:29 2020 -0700

[incubator-tvm] branch rust-stablize created (now 5939ce7)

2020-03-21 Thread jroesch
This is an automated email from the ASF dual-hosted git repository. jroesch pushed a change to branch rust-stablize in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. at 5939ce7 Fix up the final pieces This branch includes the following new commits: new 5939ce7

[GitHub] [incubator-tvm] yzhliu opened a new pull request #5121: [TE] reverse-mode autodiff without any optimization

2020-03-21 Thread GitBox
yzhliu opened a new pull request #5121: [TE] reverse-mode autodiff without any optimization URL: https://github.com/apache/incubator-tvm/pull/5121 This is the first PR to bring in previously-implemented tensor-level autodiff. This PR does not include any optimization, thus produces

[GitHub] [incubator-tvm] masahi commented on a change in pull request #5116: Add thrust support for nms

2020-03-21 Thread GitBox
masahi commented on a change in pull request #5116: Add thrust support for nms URL: https://github.com/apache/incubator-tvm/pull/5116#discussion_r396054117 ## File path: src/runtime/contrib/thrust/thrust.cu ## @@ -65,6 +65,105 @@ void thrust_sort(DLTensor* input, } }

[GitHub] [incubator-tvm] masahi commented on issue #5116: Add thrust support for nms

2020-03-21 Thread GitBox
masahi commented on issue #5116: Add thrust support for nms URL: https://github.com/apache/incubator-tvm/pull/5116#issuecomment-602147401 @Laurawly Can we have implementation like this? Big if/else blocks should be put inside ` thrust_sort_common`. ```

[GitHub] [incubator-tvm] kazum commented on a change in pull request #5116: Add thrust support for nms

2020-03-21 Thread GitBox
kazum commented on a change in pull request #5116: Add thrust support for nms URL: https://github.com/apache/incubator-tvm/pull/5116#discussion_r396053698 ## File path: topi/python/topi/cuda/sort.py ## @@ -237,6 +237,53 @@ def sort_nms_ir(data, valid_count, output, axis,

[GitHub] [incubator-tvm] masahi commented on a change in pull request #5116: Add thrust support for nms

2020-03-21 Thread GitBox
masahi commented on a change in pull request #5116: Add thrust support for nms URL: https://github.com/apache/incubator-tvm/pull/5116#discussion_r396053175 ## File path: src/runtime/contrib/thrust/thrust.cu ## @@ -65,6 +65,105 @@ void thrust_sort(DLTensor* input, } }

[GitHub] [incubator-tvm] masahi commented on a change in pull request #5116: Add thrust support for nms

2020-03-21 Thread GitBox
masahi commented on a change in pull request #5116: Add thrust support for nms URL: https://github.com/apache/incubator-tvm/pull/5116#discussion_r396053175 ## File path: src/runtime/contrib/thrust/thrust.cu ## @@ -65,6 +65,105 @@ void thrust_sort(DLTensor* input, } }

[GitHub] [incubator-tvm] masahi commented on a change in pull request #5116: Add thrust support for nms

2020-03-21 Thread GitBox
masahi commented on a change in pull request #5116: Add thrust support for nms URL: https://github.com/apache/incubator-tvm/pull/5116#discussion_r396053175 ## File path: src/runtime/contrib/thrust/thrust.cu ## @@ -65,6 +65,105 @@ void thrust_sort(DLTensor* input, } }

[GitHub] [incubator-tvm] masahi commented on a change in pull request #5116: Add thrust support for nms

2020-03-21 Thread GitBox
masahi commented on a change in pull request #5116: Add thrust support for nms URL: https://github.com/apache/incubator-tvm/pull/5116#discussion_r396052831 ## File path: src/runtime/contrib/thrust/thrust.cu ## @@ -65,6 +65,105 @@ void thrust_sort(DLTensor* input, } }

[GitHub] [incubator-tvm] Laurawly commented on a change in pull request #5116: Add thrust support for nms

2020-03-21 Thread GitBox
Laurawly commented on a change in pull request #5116: Add thrust support for nms URL: https://github.com/apache/incubator-tvm/pull/5116#discussion_r396052230 ## File path: src/runtime/contrib/thrust/thrust.cu ## @@ -65,6 +65,105 @@ void thrust_sort(DLTensor* input, } }

[GitHub] [incubator-tvm] Laurawly commented on a change in pull request #5116: Add thrust support for nms

2020-03-21 Thread GitBox
Laurawly commented on a change in pull request #5116: Add thrust support for nms URL: https://github.com/apache/incubator-tvm/pull/5116#discussion_r396052223 ## File path: src/runtime/contrib/thrust/thrust.cu ## @@ -65,6 +65,105 @@ void thrust_sort(DLTensor* input, } }

[GitHub] [incubator-tvm] tqchen opened a new pull request #5120: Update the tarball deployment.

2020-03-21 Thread GitBox
tqchen opened a new pull request #5120: Update the tarball deployment. URL: https://github.com/apache/incubator-tvm/pull/5120 cc @ZihengJiang This is an automated message from the Apache Git Service. To respond to the

[incubator-tvm] branch master updated (050f2bd -> dbc861b)

2020-03-21 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a change to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. from 050f2bd [KERAS] conv3d frontend operator support (#5080) add dbc861b [DOCS] include a tarball of docs,

[GitHub] [incubator-tvm] tqchen merged pull request #5119: [DOCS] include a tarball of docs, add a security faq

2020-03-21 Thread GitBox
tqchen merged pull request #5119: [DOCS] include a tarball of docs, add a security faq URL: https://github.com/apache/incubator-tvm/pull/5119 This is an automated message from the Apache Git Service. To respond to the

[GitHub] [incubator-tvm] Laurawly commented on a change in pull request #5099: [TOPI][Tensor Core] Conv2d and Dense ops support on Tensor Core

2020-03-21 Thread GitBox
Laurawly commented on a change in pull request #5099: [TOPI][Tensor Core] Conv2d and Dense ops support on Tensor Core URL: https://github.com/apache/incubator-tvm/pull/5099#discussion_r396048516 ## File path: topi/python/topi/cuda/conv2d_nhwc_tensorcore.py ## @@ -0,0

[incubator-tvm-site] branch asf-site updated: Build at Sat Mar 21 17:22:31 PDT 2020

2020-03-21 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch asf-site in repository https://gitbox.apache.org/repos/asf/incubator-tvm-site.git The following commit(s) were added to refs/heads/asf-site by this push: new 9462fe4 Build at Sat Mar 21

[incubator-tvm-site] branch master updated: Update

2020-03-21 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm-site.git The following commit(s) were added to refs/heads/master by this push: new abbc63b Update abbc63b is

[GitHub] [incubator-tvm] tqchen opened a new pull request #5119: [DOCS] include a tarball of docs during deployment

2020-03-21 Thread GitBox
tqchen opened a new pull request #5119: [DOCS] include a tarball of docs during deployment URL: https://github.com/apache/incubator-tvm/pull/5119 This is an automated message from the Apache Git Service. To respond to the

[GitHub] [incubator-tvm] icemelon9 opened a new pull request #5118: [Relay][Strategy] Adjust strategy plevel to achieve expected performance by default

2020-03-21 Thread GitBox
icemelon9 opened a new pull request #5118: [Relay][Strategy] Adjust strategy plevel to achieve expected performance by default URL: https://github.com/apache/incubator-tvm/pull/5118 Thanks for contributing to TVM! Please refer to guideline https://docs.tvm.ai/contribute/ for useful

[GitHub] [incubator-tvm] Laurawly commented on a change in pull request #5099: [TOPI][Tensor Core] Conv2d and Dense ops support on Tensor Core

2020-03-21 Thread GitBox
Laurawly commented on a change in pull request #5099: [TOPI][Tensor Core] Conv2d and Dense ops support on Tensor Core URL: https://github.com/apache/incubator-tvm/pull/5099#discussion_r396038337 ## File path: topi/tests/python/test_topi_conv2d_nhwc_tensorcore.py ## @@

[GitHub] [incubator-tvm] Laurawly commented on a change in pull request #5099: [TOPI][Tensor Core] Conv2d and Dense ops support on Tensor Core

2020-03-21 Thread GitBox
Laurawly commented on a change in pull request #5099: [TOPI][Tensor Core] Conv2d and Dense ops support on Tensor Core URL: https://github.com/apache/incubator-tvm/pull/5099#discussion_r396038441 ## File path: topi/tests/python/test_topi_dense_tensorcore.py ## @@ -0,0

[incubator-tvm-site] branch asf-site updated (c5a3548 -> 5bbc7a7)

2020-03-21 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a change to branch asf-site in repository https://gitbox.apache.org/repos/asf/incubator-tvm-site.git. from c5a3548 Build at Sat Mar 21 14:22:22 PDT 2020 new 9ba9ddb Build at Sat Mar 21 15:39:54 PDT 2020

[incubator-tvm-site] branch master updated: Add links to asf in footer as well

2020-03-21 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm-site.git The following commit(s) were added to refs/heads/master by this push: new 1afb3c0 Add links to asf in footer

[incubator-tvm-site] branch asf-site updated: Build at Sat Mar 21 14:22:22 PDT 2020

2020-03-21 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch asf-site in repository https://gitbox.apache.org/repos/asf/incubator-tvm-site.git The following commit(s) were added to refs/heads/asf-site by this push: new c5a3548 Build at Sat Mar 21

[GitHub] [incubator-tvm] jwfromm commented on issue #5099: [TOPI][Tensor Core] Conv2d and Dense ops support on Tensor Core

2020-03-21 Thread GitBox
jwfromm commented on issue #5099: [TOPI][Tensor Core] Conv2d and Dense ops support on Tensor Core URL: https://github.com/apache/incubator-tvm/pull/5099#issuecomment-602092302 That makes sense @Hzfengsy, thanks for the explanation!

[GitHub] [incubator-tvm] zhiics commented on issue #4847: Return empty CSourceModule when no lowered_funcs exists in Relay mod

2020-03-21 Thread GitBox
zhiics commented on issue #4847: Return empty CSourceModule when no lowered_funcs exists in Relay mod URL: https://github.com/apache/incubator-tvm/pull/4847#issuecomment-602072692 I think changing it to a llvm module and import all submodules is okay. Now if you only have an external

[GitHub] [incubator-tvm] Hzfengsy commented on issue #5099: [TOPI][Tensor Core] Conv2d and Dense ops support on Tensor Core

2020-03-21 Thread GitBox
Hzfengsy commented on issue #5099: [TOPI][Tensor Core] Conv2d and Dense ops support on Tensor Core URL: https://github.com/apache/incubator-tvm/pull/5099#issuecomment-602065959 Thank you for your interest @jwfromm! That is a very good question and I think there must be other people who

[GitHub] [incubator-tvm] hzfan commented on a change in pull request #5092: [PASS] dtype rewrite for indexing variables

2020-03-21 Thread GitBox
hzfan commented on a change in pull request #5092: [PASS] dtype rewrite for indexing variables URL: https://github.com/apache/incubator-tvm/pull/5092#discussion_r396002858 ## File path: src/tir/pass/narrow_datatype.cc ## @@ -0,0 +1,363 @@ +/* + * Licensed to the Apache

[GitHub] [incubator-tvm] hzfan commented on a change in pull request #5092: [PASS] dtype rewrite for indexing variables

2020-03-21 Thread GitBox
hzfan commented on a change in pull request #5092: [PASS] dtype rewrite for indexing variables URL: https://github.com/apache/incubator-tvm/pull/5092#discussion_r396002811 ## File path: src/tir/pass/narrow_datatype.cc ## @@ -0,0 +1,363 @@ +/* + * Licensed to the Apache

[GitHub] [incubator-tvm] hzfan commented on a change in pull request #5092: [PASS] dtype rewrite for indexing variables

2020-03-21 Thread GitBox
hzfan commented on a change in pull request #5092: [PASS] dtype rewrite for indexing variables URL: https://github.com/apache/incubator-tvm/pull/5092#discussion_r396002834 ## File path: src/tir/pass/narrow_datatype.cc ## @@ -0,0 +1,363 @@ +/* + * Licensed to the Apache

[GitHub] [incubator-tvm] LiangHao151941 edited a comment on issue #4828: [QNN][TFLite] TFLite rounding mode support

2020-03-21 Thread GitBox
LiangHao151941 edited a comment on issue #4828: [QNN][TFLite] TFLite rounding mode support URL: https://github.com/apache/incubator-tvm/pull/4828#issuecomment-602045028 Update: 1. resolved one problem of MSVC buliding failure in CMake 2. rebase to recent master resolves the

[GitHub] [incubator-tvm] LiangHao151941 commented on issue #4828: [QNN][TFLite] TFLite rounding mode support

2020-03-21 Thread GitBox
LiangHao151941 commented on issue #4828: [QNN][TFLite] TFLite rounding mode support URL: https://github.com/apache/incubator-tvm/pull/4828#issuecomment-602045028 Update: 1. resolved one problem of MSVC buliding failure in CMake 2. found llvm version in ci to be 8.x, so I downgraded

[incubator-tvm] branch master updated (36a83c7 -> 050f2bd)

2020-03-21 Thread zhaowu
This is an automated email from the ASF dual-hosted git repository. zhaowu pushed a change to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. from 36a83c7 [docs] Update relay docs (#5112) add 050f2bd [KERAS] conv3d frontend operator support (#5080)

[GitHub] [incubator-tvm] FrozenGene commented on issue #5080: [KERAS] conv3d frontend operator support

2020-03-21 Thread GitBox
FrozenGene commented on issue #5080: [KERAS] conv3d frontend operator support URL: https://github.com/apache/incubator-tvm/pull/5080#issuecomment-602042651 Thanks @siju-samuel . Merged now. This is an automated message from

[GitHub] [incubator-tvm] FrozenGene merged pull request #5080: [KERAS] conv3d frontend operator support

2020-03-21 Thread GitBox
FrozenGene merged pull request #5080: [KERAS] conv3d frontend operator support URL: https://github.com/apache/incubator-tvm/pull/5080 This is an automated message from the Apache Git Service. To respond to the message,

[GitHub] [incubator-tvm] FrozenGene commented on a change in pull request #5080: [KERAS] conv3d frontend operator support

2020-03-21 Thread GitBox
FrozenGene commented on a change in pull request #5080: [KERAS] conv3d frontend operator support URL: https://github.com/apache/incubator-tvm/pull/5080#discussion_r395992007 ## File path: python/tvm/relay/frontend/keras.py ## @@ -319,6 +319,75 @@ def

[GitHub] [incubator-tvm] siju-samuel commented on a change in pull request #5080: [KERAS] conv3d frontend operator support

2020-03-21 Thread GitBox
siju-samuel commented on a change in pull request #5080: [KERAS] conv3d frontend operator support URL: https://github.com/apache/incubator-tvm/pull/5080#discussion_r395991799 ## File path: python/tvm/relay/frontend/keras.py ## @@ -319,6 +319,75 @@ def

[GitHub] [incubator-tvm] FrozenGene commented on a change in pull request #5080: [KERAS] conv3d frontend operator support

2020-03-21 Thread GitBox
FrozenGene commented on a change in pull request #5080: [KERAS] conv3d frontend operator support URL: https://github.com/apache/incubator-tvm/pull/5080#discussion_r395990297 ## File path: python/tvm/relay/frontend/keras.py ## @@ -319,6 +319,75 @@ def

[GitHub] [incubator-tvm] FrozenGene edited a comment on issue #4981: [Relay, Topi, TF Frontend] Isfinite operator

2020-03-21 Thread GitBox
FrozenGene edited a comment on issue #4981: [Relay, Topi, TF Frontend] Isfinite operator URL: https://github.com/apache/incubator-tvm/pull/4981#issuecomment-602032129 > @FrozenGene I grepped through the Halide code base, isinf/isnan don't seem to be in Halide's IR, but they use

[GitHub] [incubator-tvm] FrozenGene commented on issue #4981: [Relay, Topi, TF Frontend] Isfinite operator

2020-03-21 Thread GitBox
FrozenGene commented on issue #4981: [Relay, Topi, TF Frontend] Isfinite operator URL: https://github.com/apache/incubator-tvm/pull/4981#issuecomment-602032129 > @FrozenGene I grepped through the Halide code base, isinf/isnan don't seem to be in Halide's IR, but they use `std::isnan` and

[GitHub] [incubator-tvm] masahi edited a comment on issue #4981: [Relay, Topi, TF Frontend] Isfinite operator

2020-03-21 Thread GitBox
masahi edited a comment on issue #4981: [Relay, Topi, TF Frontend] Isfinite operator URL: https://github.com/apache/incubator-tvm/pull/4981#issuecomment-602026398 @FrozenGene I grepped through the Halide code base, isinf/isnan don't seem to be in Halide's IR, but they use `std::isnan` and

[GitHub] [incubator-tvm] masahi commented on issue #4981: [Relay, Topi, TF Frontend] Isfinite operator

2020-03-21 Thread GitBox
masahi commented on issue #4981: [Relay, Topi, TF Frontend] Isfinite operator URL: https://github.com/apache/incubator-tvm/pull/4981#issuecomment-602026398 @FrozenGene I greped through the Halide code base, isinf/isnan don't seem to be Halide's IR, but they use `std::isnan` and

[GitHub] [incubator-tvm] masahi edited a comment on issue #4981: [Relay, Topi, TF Frontend] Isfinite operator

2020-03-21 Thread GitBox
masahi edited a comment on issue #4981: [Relay, Topi, TF Frontend] Isfinite operator URL: https://github.com/apache/incubator-tvm/pull/4981#issuecomment-602025307 I also found `IsInf` and `IsNaN` are also on ONNX https://github.com/onnx/onnx/blob/master/docs/Operators.md#IsInf

[GitHub] [incubator-tvm] masahi commented on issue #4981: [Relay, Topi, TF Frontend] Isfinite operator

2020-03-21 Thread GitBox
masahi commented on issue #4981: [Relay, Topi, TF Frontend] Isfinite operator URL: https://github.com/apache/incubator-tvm/pull/4981#issuecomment-602025307 I also found `IsInf` and `IsNaN` are also on ONNX https://github.com/onnx/onnx/blob/master/docs/Operators.md#IsInf Still not

[GitHub] [incubator-tvm] FrozenGene commented on issue #4847: Return empty CSourceModule when no lowered_funcs exists in Relay mod

2020-03-21 Thread GitBox
FrozenGene commented on issue #4847: Return empty CSourceModule when no lowered_funcs exists in Relay mod URL: https://github.com/apache/incubator-tvm/pull/4847#issuecomment-602022364 > Hi @FrozenGene > > Thanks for your explanation. I do have a question about this part, hope you

[GitHub] [incubator-tvm] kumasento commented on issue #4847: Return empty CSourceModule when no lowered_funcs exists in Relay mod

2020-03-21 Thread GitBox
kumasento commented on issue #4847: Return empty CSourceModule when no lowered_funcs exists in Relay mod URL: https://github.com/apache/incubator-tvm/pull/4847#issuecomment-602020720 Hi @FrozenGene Thanks for your explanation. I do have a question about this part, hope you won't

[GitHub] [incubator-tvm] FrozenGene commented on issue #4981: [Relay, Topi, TF Frontend] Isfinite operator

2020-03-21 Thread GitBox
FrozenGene commented on issue #4981: [Relay, Topi, TF Frontend] Isfinite operator URL: https://github.com/apache/incubator-tvm/pull/4981#issuecomment-602017447 Generally speaking, I think `Isfinite` / `Isnan` should be provided in our tir, which has been provided in Halide. @tqchen could

[GitHub] [incubator-tvm] Robeast opened a new issue #5117: [FRONTEND] Tensorflow Op: Resampler, SparseReshape, SparseTensorDenseMatMul

2020-03-21 Thread GitBox
Robeast opened a new issue #5117: [FRONTEND] Tensorflow Op: Resampler, SparseReshape, SparseTensorDenseMatMul URL: https://github.com/apache/incubator-tvm/issues/5117 Hello there, this is a followup issue on #4914 . I have encountered on a project some unsupported Tensorflow

[GitHub] [incubator-tvm] Robeast commented on issue #4914: [FRONTEND] Tensorflow Op: Resampler, SparseReshape, Atan2, SparseTensorDenseMatMul

2020-03-21 Thread GitBox
Robeast commented on issue #4914: [FRONTEND] Tensorflow Op: Resampler, SparseReshape, Atan2, SparseTensorDenseMatMul URL: https://github.com/apache/incubator-tvm/issues/4914#issuecomment-602014750 Great! Thanks a lot for your support! Will open a new issue with the remaining operators.