[GitHub] [tvm] tvm-bot commented on pull request #14063: MAC computing with VTA interface (nn.conv2d, nn.conv2d_transpose)

2023-02-20 Thread via GitHub
tvm-bot commented on PR #14063: URL: https://github.com/apache/tvm/pull/14063#issuecomment-1437979153 Thanks for contributing to TVM! Please refer to the contributing guidelines https://tvm.apache.org/docs/contribute/ for useful information and tips. Please request code reviews from

[tvm] branch unity updated: [Unity][BYOC] Add pass to merge composite functions to offload large subgraphs (#14062)

2023-02-20 Thread junrushao
This is an automated email from the ASF dual-hosted git repository. junrushao pushed a commit to branch unity in repository https://gitbox.apache.org/repos/asf/tvm.git The following commit(s) were added to refs/heads/unity by this push: new 32ff55b8ce [Unity][BYOC] Add pass to merge composi

[GitHub] [tvm] junrushao merged pull request #14062: [Unity][BYOC] Add pass to merge composite functions to offload large subgraphs

2023-02-20 Thread via GitHub
junrushao merged PR #14062: URL: https://github.com/apache/tvm/pull/14062 -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: commits-unsubscr...@tvm.apache

[GitHub] [tvm] tvm-bot commented on pull request #14062: [Unity][BYOC] Add pass to merge composite functions to offload large subgraphs

2023-02-20 Thread via GitHub
tvm-bot commented on PR #14062: URL: https://github.com/apache/tvm/pull/14062#issuecomment-1437914244 Thanks for contributing to TVM! Please refer to the contributing guidelines https://tvm.apache.org/docs/contribute/ for useful information and tips. Please request code reviews from

[GitHub] [tvm] masahi opened a new pull request, #14062: [Unity][BYOC] Add pass to merge composite functions to offload large subgraphs

2023-02-20 Thread via GitHub
masahi opened a new pull request, #14062: URL: https://github.com/apache/tvm/pull/14062 Original PR https://github.com/tlc-pack/relax/pull/372 Substantial improvement by @yelite https://github.com/tlc-pack/relax/pull/411 Related fix PR by @yelite https://g

[tvm] branch unity updated: [Unity][Pass] Remove Unused Function (#14061)

2023-02-20 Thread junrushao
This is an automated email from the ASF dual-hosted git repository. junrushao pushed a commit to branch unity in repository https://gitbox.apache.org/repos/asf/tvm.git The following commit(s) were added to refs/heads/unity by this push: new 346f5d4ab0 [Unity][Pass] Remove Unused Function (#

[GitHub] [tvm] junrushao merged pull request #14061: [Unity][Pass] Remove Unused Function

2023-02-20 Thread via GitHub
junrushao merged PR #14061: URL: https://github.com/apache/tvm/pull/14061 -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: commits-unsubscr...@tvm.apache

[GitHub] [tvm] tvm-bot commented on pull request #14061: [Unity][Pass] Remove Unused Function

2023-02-20 Thread via GitHub
tvm-bot commented on PR #14061: URL: https://github.com/apache/tvm/pull/14061#issuecomment-1437870600 Thanks for contributing to TVM! Please refer to the contributing guidelines https://tvm.apache.org/docs/contribute/ for useful information and tips. Please request code reviews from

[GitHub] [tvm] sunggg opened a new pull request, #14061: [Unity][Pass] Remove Unused Function

2023-02-20 Thread via GitHub
sunggg opened a new pull request, #14061: URL: https://github.com/apache/tvm/pull/14061 This PR implements a pass to clean up unused functions. Co-authored-by: masahi -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub an

[GitHub] [tvm] leoluopy commented on issue #14055: ValueError: Cannot find global function relay.backend.contrib.uma.RegisterTarget [Bug]

2023-02-20 Thread via GitHub
leoluopy commented on issue #14055: URL: https://github.com/apache/tvm/issues/14055#issuecomment-1437863436 @shoskensMagics it works , thanks. -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to t

[tvm] branch nightly updated (9f28b1da7a -> f80771f556)

2023-02-20 Thread github-bot
This is an automated email from the ASF dual-hosted git repository. github-bot pushed a change to branch nightly in repository https://gitbox.apache.org/repos/asf/tvm.git from 9f28b1da7a [WEB] Update web runtime to support latest emcc (#14046) add c429a3b6a1 [WEB] WebGPU Codegen (#14048

[GitHub] [tvm] tvm-bot commented on pull request #14060: Support non-batch cases for topi.nll_loss

2023-02-20 Thread via GitHub
tvm-bot commented on PR #14060: URL: https://github.com/apache/tvm/pull/14060#issuecomment-1437850210 Thanks for contributing to TVM! Please refer to the contributing guidelines https://tvm.apache.org/docs/contribute/ for useful information and tips. Please request code reviews from

[GitHub] [tvm] Ubospica opened a new pull request, #14060: Support non-batch cases for topi.nll_loss

2023-02-20 Thread via GitHub
Ubospica opened a new pull request, #14060: URL: https://github.com/apache/tvm/pull/14060 This PR supports the cases when input does not contain batches for `topi.nll_loss`. When there is no batches, the shape of the prediction parameter is `(C,)`, the shape of the target parameter

[tvm] branch unity updated: [Unity][Fix][Pass] Fix FuseOps for lack graph edges (#14058)

2023-02-20 Thread junrushao
This is an automated email from the ASF dual-hosted git repository. junrushao pushed a commit to branch unity in repository https://gitbox.apache.org/repos/asf/tvm.git The following commit(s) were added to refs/heads/unity by this push: new 94fbfd254c [Unity][Fix][Pass] Fix FuseOps for lack

[GitHub] [tvm] junrushao merged pull request #14058: [Unity][Fix][Pass] Fix FuseOps for lack graph edges

2023-02-20 Thread via GitHub
junrushao merged PR #14058: URL: https://github.com/apache/tvm/pull/14058 -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: commits-unsubscr...@tvm.apache

[tvm] branch unity updated: [Unity] Relax op: collapse sum (#14059)

2023-02-20 Thread junrushao
This is an automated email from the ASF dual-hosted git repository. junrushao pushed a commit to branch unity in repository https://gitbox.apache.org/repos/asf/tvm.git The following commit(s) were added to refs/heads/unity by this push: new edb6b01b68 [Unity] Relax op: collapse sum (#14059)

[GitHub] [tvm] junrushao merged pull request #14059: [Unity] Relax op: collapse sum

2023-02-20 Thread via GitHub
junrushao merged PR #14059: URL: https://github.com/apache/tvm/pull/14059 -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: commits-unsubscr...@tvm.apache

[GitHub] [tvm] srkreddy1238 commented on pull request #14010: [TVMC][HOOKS] Target specific pre and post processing hooks

2023-02-20 Thread via GitHub
srkreddy1238 commented on PR #14010: URL: https://github.com/apache/tvm/pull/14010#issuecomment-1437817840 > The advice I'd give here is that is that we don't always need a generic solution to a specific problem, the `--mixed-precision` parameter provides benefits to other `Target`s and doe

[GitHub] [tvm] tvm-bot commented on pull request #14059: [Unity] Relax op: collapse sum

2023-02-20 Thread via GitHub
tvm-bot commented on PR #14059: URL: https://github.com/apache/tvm/pull/14059#issuecomment-1437807491 Thanks for contributing to TVM! Please refer to the contributing guidelines https://tvm.apache.org/docs/contribute/ for useful information and tips. Please request code reviews from

[GitHub] [tvm] SiriusNEO opened a new pull request, #14059: [Unity] Relax op: collapse sum

2023-02-20 Thread via GitHub
SiriusNEO opened a new pull request, #14059: URL: https://github.com/apache/tvm/pull/14059 This PR brings high-level operators `relax.collapse_sum_like` and `relax.collapse_sum_to` which is useful when doing AD in Relax. To achieve this, it exposes the interface of `topi.collapse_sum`. More

[GitHub] [tvm] jiangjiajun commented on issue #10317: Auto-cc subscription tracker

2023-02-20 Thread via GitHub
jiangjiajun commented on issue #10317: URL: https://github.com/apache/tvm/issues/10317#issuecomment-1437747477 paddle @jiangjiajun @heliqi -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the spe

[GitHub] [tvm] junrushao commented on pull request #14058: [Unity][Fix][Pass] Fix FuseOps for lack graph edges

2023-02-20 Thread via GitHub
junrushao commented on PR #14058: URL: https://github.com/apache/tvm/pull/14058#issuecomment-1437686928 Please rebase against the latest Unity branch -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go

[tvm] branch unity updated (0877cf65ba -> 0f6c4674c1)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a change to branch unity in repository https://gitbox.apache.org/repos/asf/tvm.git omit 0877cf65ba [Unity][BYOC] Add pattern-based partitioning pass (#14054) omit 82a0d4678f [Unity][VM] Add per-op profiling

[GitHub] [tvm] MasterJH5574 opened a new pull request, #14058: [Unity][Fix][Pass] Fix FuseOps for lack graph edges

2023-02-20 Thread via GitHub
MasterJH5574 opened a new pull request, #14058: URL: https://github.com/apache/tvm/pull/14058 This PR fixes a mistake of #14044. In #14044, in VisitLeaf of graph construction of FuseOps, we first check if the input node is Leaf and then check if it is Tuple. This is not right: as Tuple is n

[GitHub] [tvm] tvm-bot commented on pull request #14058: [Unity][Fix][Pass] Fix FuseOps for lack graph edges

2023-02-20 Thread via GitHub
tvm-bot commented on PR #14058: URL: https://github.com/apache/tvm/pull/14058#issuecomment-1437574909 Thanks for contributing to TVM! Please refer to the contributing guidelines https://tvm.apache.org/docs/contribute/ for useful information and tips. Please request code reviews from

[GitHub] [tvm] echuraev commented on a diff in pull request #14052: [APP] Update android_rpc build tools version

2023-02-20 Thread via GitHub
echuraev commented on code in PR #14052: URL: https://github.com/apache/tvm/pull/14052#discussion_r1112284684 ## apps/android_rpc/app/build.gradle: ## @@ -59,14 +59,14 @@ tasks.withType(JavaCompile) { // } android { -compileSdkVersion 31 +compileSdkVersion 33 de

[GitHub] [tvm] masahi closed issue #14055: ValueError: Cannot find global function relay.backend.contrib.uma.RegisterTarget [Bug]

2023-02-20 Thread via GitHub
masahi closed issue #14055: ValueError: Cannot find global function relay.backend.contrib.uma.RegisterTarget [Bug] URL: https://github.com/apache/tvm/issues/14055 -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL a

[GitHub] [tvm] ashutosh-arm commented on a diff in pull request #14003: [TOPI] Bugfix arm_cpu schedule_conv2d_spatial_pack_nhwc schedule

2023-02-20 Thread via GitHub
ashutosh-arm commented on code in PR #14003: URL: https://github.com/apache/tvm/pull/14003#discussion_r1112218588 ## python/tvm/topi/arm_cpu/conv2d_spatial_pack.py: ## @@ -402,20 +421,18 @@ def schedule_conv2d_spatial_pack_nhwc(cfg, s, op, output): oho, ohi = cfg["tile_oh"]

[GitHub] [tvm] ashutosh-arm commented on a diff in pull request #14003: [TOPI] Bugfix arm_cpu schedule_conv2d_spatial_pack_nhwc schedule

2023-02-20 Thread via GitHub
ashutosh-arm commented on code in PR #14003: URL: https://github.com/apache/tvm/pull/14003#discussion_r1112218588 ## python/tvm/topi/arm_cpu/conv2d_spatial_pack.py: ## @@ -402,20 +421,18 @@ def schedule_conv2d_spatial_pack_nhwc(cfg, s, op, output): oho, ohi = cfg["tile_oh"]

[GitHub] [tvm] ashutosh-arm commented on a diff in pull request #14003: [TOPI] Bugfix arm_cpu schedule_conv2d_spatial_pack_nhwc schedule

2023-02-20 Thread via GitHub
ashutosh-arm commented on code in PR #14003: URL: https://github.com/apache/tvm/pull/14003#discussion_r1112221540 ## python/tvm/topi/arm_cpu/conv2d_spatial_pack.py: ## @@ -302,9 +303,27 @@ def conv2d_spatial_pack_nhwc(cfg, data, kernel, strides, padding, dilation, out_ )

[GitHub] [tvm] ashutosh-arm commented on a diff in pull request #13918: [Arith] ConstIntBound was incorrectly assuming bounds were over int64…

2023-02-20 Thread via GitHub
ashutosh-arm commented on code in PR #13918: URL: https://github.com/apache/tvm/pull/13918#discussion_r1112189208 ## tests/python/relay/test_op_floordiv.py: ## @@ -0,0 +1,112 @@ +import numpy as np +import pytest +import tvm +from tvm import te +import scipy +from tvm import rel

[GitHub] [tvm] junrushao merged pull request #14049: [Frontend][Paddle] Add norm and one_hot_v2 op

2023-02-20 Thread via GitHub
junrushao merged PR #14049: URL: https://github.com/apache/tvm/pull/14049 -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: commits-unsubscr...@tvm.apache

[tvm] branch main updated: [Frontend][Paddle] Add norm and one_hot_v2 op (#14049)

2023-02-20 Thread junrushao
This is an automated email from the ASF dual-hosted git repository. junrushao pushed a commit to branch main in repository https://gitbox.apache.org/repos/asf/tvm.git The following commit(s) were added to refs/heads/main by this push: new f80771f556 [Frontend][Paddle] Add norm and one_hot_v

[GitHub] [tvm] leandron commented on issue #13586: [Release] v0.11.0 release schedule

2023-02-20 Thread via GitHub
leandron commented on issue #13586: URL: https://github.com/apache/tvm/issues/13586#issuecomment-1437324198 > #14057 is now merged with cherry pick. Can you share the list of commands you ran to merge this? Perhaps we should adjust the Release guideline with that? You can see the comm

[tvm] branch v0.11.0 updated: [BugFix][UMA] Protect target registration (#13624) (#14057)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch v0.11.0 in repository https://gitbox.apache.org/repos/asf/tvm.git The following commit(s) were added to refs/heads/v0.11.0 by this push: new 9bc653219a [BugFix][UMA] Protect target registrat

[GitHub] [tvm] tqchen commented on issue #13586: [Release] v0.11.0 release schedule

2023-02-20 Thread via GitHub
tqchen commented on issue #13586: URL: https://github.com/apache/tvm/issues/13586#issuecomment-1437294317 https://github.com/apache/tvm/pull/14057 is now merged with cherry pick. -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub

[GitHub] [tvm] tqchen merged pull request #14057: [BugFix][UMA] Protect target registration (#13624)

2023-02-20 Thread via GitHub
tqchen merged PR #14057: URL: https://github.com/apache/tvm/pull/14057 -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: commits-unsubscr...@tvm.apache.or

[tvm] 19/46: [Unity] Relax op: neural networks (#13993)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit 7dd27f075832f9ea9d89d1116f637de8480bd5c9 Author: Ruihang Lai AuthorDate: Tue Feb 14 15:03:22 2023 -0500 [Unity]

[tvm] 11/46: [Unity] e2e Relax minimum build flow (#13961)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit c21a7ddfccb57909faaeac127a99784867571108 Author: Yuchen Jin AuthorDate: Sat Feb 11 09:26:36 2023 -0800 [Unity]

[tvm] 25/46: [Unity][Pass] Operator Fusion Passes (#14001)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit 6fa4490d8c81cdf7969adb3d3d48516530d740c3 Author: Siyuan Feng AuthorDate: Wed Feb 15 21:35:14 2023 +0800 [Unity]

[tvm] 40/46: [Unity] Update tests to adapt to latest TVMScript syntax (#14039)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit 3a909e2b95e7c0c2025c118d75bdd575e9d4928b Author: Ruihang Lai AuthorDate: Sat Feb 18 16:56:36 2023 -0500 [Unity]

[tvm] 37/46: [Unity] Initial PyTorch Frontend (#14037)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit 405ef9dbf67beb5febe499e3e4f1c2c067a6e237 Author: Ruihang Lai AuthorDate: Sat Feb 18 11:19:48 2023 -0500 [Unity]

[tvm] 42/46: [Unity] Statement rewriter for DataflowBlock (#14043)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit b3cf43af34e1d90b3fc841c2c2a12d36073a6159 Author: Jiawei Liu AuthorDate: Sat Feb 18 18:13:57 2023 -0600 [Unity]

[tvm] 38/46: [Unity][Pass] Block-level static memory planning (#14038)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit a3ecb2f72698c2b8f9a03b9827dab8791671d2b3 Author: Ruihang Lai AuthorDate: Sat Feb 18 11:38:32 2023 -0500 [Unity]

[tvm] 30/46: [Unity] Relay -> Relax translator (#14026)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit 18ebd1579115ba39dc537f2cf30794b782d2b118 Author: Yuchen Jin AuthorDate: Fri Feb 17 11:37:12 2023 -0800 [Unity]

[tvm] 39/46: [Unity] Disallow inline prim_func in relax IR (#14040)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit 59527567ccf728b28a4fabc99f750c496a7d789c Author: Yong Wu AuthorDate: Sat Feb 18 11:41:10 2023 -0800 [Unity] Dis

[tvm] 45/46: [Unity][VM] Add per-op profiling support (#14053)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit 41684ee56778fa8772ea131a43097457259be3d8 Author: masahi AuthorDate: Mon Feb 20 16:47:56 2023 +0900 [Unity][VM]

[tvm] 10/46: [Unity] Relax VM shape lowering pass (#13956)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit ff1a02c66aa69fd0e8707a671172f3942a7f61e5 Author: Yuchen Jin AuthorDate: Fri Feb 10 23:33:46 2023 -0800 [Unity]

[tvm] 36/46: [Unity][Op] Add ShapeExpr Tests for Reshape Op (#14035)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit a952bdb26b847b8ad922e5beb68485d707e04890 Author: Yixin Dong AuthorDate: Sat Feb 18 21:14:34 2023 +0800 [Unity][

[tvm] 46/46: [Unity][BYOC] Add pattern-based partitioning pass (#14054)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit 0f6c4674c19f6ecc82175d686559ae59db42dd08 Author: masahi AuthorDate: Mon Feb 20 17:08:44 2023 +0900 [Unity][BYOC

[tvm] 08/46: [Unity] Relax TVMScript Printer (#13944)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit 45a9bfd1df25b9bd0bb7d39446a7d7c974771c2b Author: Junru Shao AuthorDate: Fri Feb 10 07:41:11 2023 -0800 [Unity]

[tvm] 43/46: [Unity][Pass] FuseOps FuseTIR fixes (#14044)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit 73a45e3022e1e77b8afe200196a6747c0010e8bd Author: Ruihang Lai AuthorDate: Sat Feb 18 22:19:54 2023 -0500 [Unity]

[tvm] 32/46: [Unity][BlockBuilder] CallTE convert PrimValue args (#14028)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit eec6b0f2f881cd510dfb862980e8e150ed49c9b9 Author: Ruihang Lai AuthorDate: Fri Feb 17 19:26:37 2023 -0500 [Unity]

[tvm] 24/46: [Unity] NestedMsg Support utility (#13995)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit de321945959f09e4db20106e99e71c1ea448e55a Author: Tianqi Chen AuthorDate: Tue Feb 14 16:58:14 2023 -0500 [Unity]

[tvm] 27/46: [Unity][VM] Supporting "compiled" exec mode. (#14015)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit 55810737be7acdc39120baa5d1bfed0d84b3bc64 Author: Tianqi Chen AuthorDate: Thu Feb 16 21:12:02 2023 -0500 [Unity]

[tvm] 20/46: [Unity] Relax op: creation (#13984)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit ae81980963a6cc3dfd56abb3fbce7918b208798f Author: Ruihang Lai AuthorDate: Tue Feb 14 15:05:09 2023 -0500 [Unity]

[tvm] 34/46: [Unity][TVMScript] Move tir/relax import in script out of __init__.py (#14033)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit 2b4e4d930aa877e1520a931c6bf89b2b5b315dec Author: Ruihang Lai AuthorDate: Fri Feb 17 23:06:52 2023 -0500 [Unity]

[tvm] 17/46: [Unity] Relax op: arithmetic, comparison (#13983)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit 05116eec7a52717f919cb2adf345b571cc7136f5 Author: Ruihang Lai AuthorDate: Tue Feb 14 14:58:21 2023 -0500 [Unity]

[tvm] 31/46: [Unity][Pass] Normalize Pass (#14031)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit cf5127258863b0f6043a7c0a57e29447c4d62cc3 Author: Lesheng Jin <34279105+lesheng...@users.noreply.github.com> AuthorDat

[tvm] 18/46: [Unity] Relax op: statistical (#13991)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit 0063f899db6be2b1e85adc36ad1add22ad5f2732 Author: Ruihang Lai AuthorDate: Tue Feb 14 15:01:07 2023 -0500 [Unity]

[tvm] 21/46: [Unity] Relax op: linear algebra (#13988)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit c3dfa324f98ce0930e04647fe581ae7d6450f0f4 Author: Ruihang Lai AuthorDate: Tue Feb 14 15:07:33 2023 -0500 [Unity]

[tvm] 14/46: [Unity] Relax op: datatype (#13986)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit 3e4af0dc9b742d7c8686d14f5680fd9ce862abcf Author: Ruihang Lai AuthorDate: Tue Feb 14 14:55:09 2023 -0500 [Unity]

[tvm] 33/46: [Unity][Pass] Wellformed Analysis (#14032)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit 29fe7a6c28193ceaa64488b441d0099142340a89 Author: Lesheng Jin <34279105+lesheng...@users.noreply.github.com> AuthorDat

[tvm] 26/46: [Unity][Pass] LambdaLift pass (#14012)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit f0e22c9b1aa6c6a3a7cd6eedccc09faf1381a1fa Author: Yong Wu AuthorDate: Thu Feb 16 12:09:47 2023 -0800 [Unity][Pas

[tvm] 28/46: [Unity][Pass] BindParams pass, FoldConstant pass (#14016)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit 3928e9b63ca3eb954ce37d7f4338028f7144baa8 Author: Sunghyun Park <49998730+sun...@users.noreply.github.com> AuthorDate:

[tvm] 16/46: [Unity] Relax op: image (#13994)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit 0be100160f23aed11d5547e91e97d9d474644ed7 Author: Ruihang Lai AuthorDate: Tue Feb 14 14:57:05 2023 -0500 [Unity]

[tvm] branch unity-staging updated (7e4d71cc1e -> 0f6c4674c1)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a change to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git discard 7e4d71cc1e [Unity] Statement rewriter for DataflowBlock (#14043) discard 413329dfa2 [Unity] Relax dataflow patter

[tvm] 09/46: [Unity] Relax VM codegen (#13954)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit 8fb1c9c577e4c329c47203afada2e52fb49c2292 Author: Yuchen Jin AuthorDate: Fri Feb 10 16:19:37 2023 -0800 [Unity]

[tvm] 15/46: [Unity] Relax op: set (#13990)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit a3d25f0a164b3935f110d9c5902b51694ec14f86 Author: Ruihang Lai AuthorDate: Tue Feb 14 14:55:30 2023 -0500 [Unity]

[tvm] 04/46: [Unity][CI] Unity specific jenkins setup (do not upstream to main) (#13910)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit 10622618ab017041a4510b01a00fd5fae4a96cf6 Author: Tianqi Chen AuthorDate: Thu Feb 2 23:33:15 2023 -0500 [Unity][

[tvm] 13/46: [Unity] Relax op: index (#13987)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit 9f13b7bd6c018ae17d511969333f5f1acc153aae Author: Ruihang Lai AuthorDate: Tue Feb 14 14:02:20 2023 -0500 [Unity]

[tvm] 22/46: [Unity] Relax op: search (#13992)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit aaac5c44bcd5d7c7dcc462d51fe6c454d3217ddf Author: Ruihang Lai AuthorDate: Tue Feb 14 15:09:10 2023 -0500 [Unity]

[tvm] 12/46: [Unity][TVMScript] Use explicit `R.shape` in TVMScript (#13979)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit de46e9c368b1da8c3496c9638ded08230452e44f Author: Siyuan Feng AuthorDate: Tue Feb 14 10:42:01 2023 +0800 [Unity]

[tvm] 44/46: [Unity][TVMScript] Overload `__neg__` for relax expr (#14045)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit e9a6e49f3a552d67d958375663d9a908735ed9bd Author: Chaosfan <1713833...@qq.com> AuthorDate: Sun Feb 19 12:29:53 2023 +0

[tvm] 03/46: [Unity][IR] First-class StructInfo (#13907)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit 746e2b58a8243cd3a18902aece47152360ad1504 Author: Yuchen Jin AuthorDate: Thu Feb 2 23:32:15 2023 -0500 [Unity][I

[tvm] 02/46: [Unity] Relax expressions and types (#13901)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch unity-staging in repository https://gitbox.apache.org/repos/asf/tvm.git commit 666b839d42f571e621a8391d8f0d9ed2717c5bd9 Author: Yuchen Jin AuthorDate: Thu Feb 2 09:35:41 2023 -0500 [Unity] R

[GitHub] [tvm] tqchen opened a new pull request, #14057: [BugFix][UMA] Protect target registration (#13624)

2023-02-20 Thread via GitHub
tqchen opened a new pull request, #14057: URL: https://github.com/apache/tvm/pull/14057 This PR address fixes for UMA target registration. * Fix the doc issue #13304 * Continues stalled PR #12731 Changes: * Incorporates all proposed fixes from mentioned [PR #12731](https://

[GitHub] [tvm] tqchen commented on pull request #14057: [BugFix][UMA] Protect target registration (#13624)

2023-02-20 Thread via GitHub
tqchen commented on PR #14057: URL: https://github.com/apache/tvm/pull/14057#issuecomment-1437228279 cherrypick of https://github.com/apache/tvm/pull/13624 -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above

[GitHub] [tvm] tvm-bot commented on pull request #14057: [BugFix][UMA] Protect target registration (#13624)

2023-02-20 Thread via GitHub
tvm-bot commented on PR #14057: URL: https://github.com/apache/tvm/pull/14057#issuecomment-1437227236 Thanks for contributing to TVM! Please refer to the contributing guidelines https://tvm.apache.org/docs/contribute/ for useful information and tips. Please request code reviews from

[GitHub] [tvm] leandron commented on issue #13586: [Release] v0.11.0 release schedule

2023-02-20 Thread via GitHub
leandron commented on issue #13586: URL: https://github.com/apache/tvm/issues/13586#issuecomment-1437222479 > Seems like we can still do cherrypick PR and merge that to v0.11.0 instead of directly push. Happy to help on this and drive the release if help is needed Yes, absolutely. I'm

[GitHub] [tvm] tqchen commented on issue #13586: [Release] v0.11.0 release schedule

2023-02-20 Thread via GitHub
tqchen commented on issue #13586: URL: https://github.com/apache/tvm/issues/13586#issuecomment-1437218791 Seems like we can still do cherrypick PR and merge that to v0.11.0 instead of directly push. Happy to help on this and drive the release in case that is a blocker -- This is an autom

[GitHub] [tvm] tqchen commented on pull request #14056: [BYOC] Update CUTLASS backend (SIMT support and codegen clean up)

2023-02-20 Thread via GitHub
tqchen commented on PR #14056: URL: https://github.com/apache/tvm/pull/14056#issuecomment-1437206774 also copying @comaniac @Laurawly @vinx13 (the other main folks who are worked on cutlass BYOC modules besides @masahi ). Please send in comments in case I missed anything and happy to follow

[GitHub] [tvm] tqchen commented on pull request #14056: [BYOC] Update CUTLASS backend (SIMT support and codegen clean up)

2023-02-20 Thread via GitHub
tqchen commented on PR #14056: URL: https://github.com/apache/tvm/pull/14056#issuecomment-1437197030 In this case it is a positive change overall so I think merging would benefit the community. I have also reviewed and confirmed the related logics. Happy to followup with necessary steps if

[GitHub] [tvm] ekalda commented on pull request #14056: [BYOC] Update CUTLASS backend (SIMT support and codegen clean up)

2023-02-20 Thread via GitHub
ekalda commented on PR #14056: URL: https://github.com/apache/tvm/pull/14056#issuecomment-1437183932 Did this PR pass CI? I thought the upstream CI is broken with an Android problem. -- This is an automated message from the Apache Git Service. To respond to the message, please log on to G

[GitHub] [tvm] leandron commented on issue #13586: [Release] v0.11.0 release schedule

2023-02-20 Thread via GitHub
leandron commented on issue #13586: URL: https://github.com/apache/tvm/issues/13586#issuecomment-1437176258 Hi. I'm sorry, this is a bit frustrating... you can still checkout the `v0.11.0` branch to checkout the contents of the release. I'm working through some issues to be able to do the r

[GitHub] [tvm] Mousius commented on pull request #14056: [BYOC] Update CUTLASS backend (SIMT support and codegen clean up)

2023-02-20 Thread via GitHub
Mousius commented on PR #14056: URL: https://github.com/apache/tvm/pull/14056#issuecomment-1437163184 @tqchen as this isn't on the `unity` branch, could you allow others time to review in line with the code review guidelines? -- This is an automated message from the Apache Git Service. To

[GitHub] [tvm] Mousius commented on pull request #14010: [TVMC][HOOKS] Target specific pre and post processing hooks

2023-02-20 Thread via GitHub
Mousius commented on PR #14010: URL: https://github.com/apache/tvm/pull/14010#issuecomment-1437134175 > Adreno currently share `OpenCL` target, we probably should consider defining an exclusive `Target` for Adreno to support customizations. > > I like the idea of tvmc directly support

[GitHub] [tvm] ekalda commented on a diff in pull request #14003: [TOPI] Bugfix arm_cpu schedule_conv2d_spatial_pack_nhwc schedule

2023-02-20 Thread via GitHub
ekalda commented on code in PR #14003: URL: https://github.com/apache/tvm/pull/14003#discussion_r1112038078 ## tests/micro/arduino/test_arduino_workflow.py: ## @@ -95,7 +95,7 @@ def test_model_platform_templating(project_dir, project): # TVM causes the amount of memory

[tvm] branch main updated: [BYOC] Update CUTLASS backend (SIMT support and codegen clean up) (#14056)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch main in repository https://gitbox.apache.org/repos/asf/tvm.git The following commit(s) were added to refs/heads/main by this push: new 5562d906f9 [BYOC] Update CUTLASS backend (SIMT support

[GitHub] [tvm] tqchen commented on pull request #14056: [BYOC] Update CUTLASS backend (SIMT support and codegen clean up)

2023-02-20 Thread via GitHub
tqchen commented on PR #14056: URL: https://github.com/apache/tvm/pull/14056#issuecomment-1437118905 Thank you @masahi -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To u

[GitHub] [tvm] tqchen merged pull request #14056: [BYOC] Update CUTLASS backend (SIMT support and codegen clean up)

2023-02-20 Thread via GitHub
tqchen merged PR #14056: URL: https://github.com/apache/tvm/pull/14056 -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: commits-unsubscr...@tvm.apache.or

[GitHub] [tvm] NicolaLancellotti commented on a diff in pull request #13815: [CMSIS-NN] Reduction in code size of AOT test runner binary

2023-02-20 Thread via GitHub
NicolaLancellotti commented on code in PR #13815: URL: https://github.com/apache/tvm/pull/13815#discussion_r997927 ## python/tvm/topi/arm_cpu/mprofile/dsp/micro_kernel/multi_channel_convolve.py: ## @@ -179,20 +179,26 @@ def _dual_int16_channel_convolve_impl(_tensor_h, tenso

[GitHub] [tvm] shoskensMagics commented on issue #14055: ValueError: Cannot find global function relay.backend.contrib.uma.RegisterTarget [Bug]

2023-02-20 Thread via GitHub
shoskensMagics commented on issue #14055: URL: https://github.com/apache/tvm/issues/14055#issuecomment-1437009805 Setup `set(USE_UMA ON)` in your `config.cmake`. -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL

[GitHub] [tvm] tqchen merged pull request #14051: [Runtime] Add missing Type2Str for TVMByteArray

2023-02-20 Thread via GitHub
tqchen merged PR #14051: URL: https://github.com/apache/tvm/pull/14051 -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: commits-unsubscr...@tvm.apache.or

[tvm] branch main updated: [Runtime] Add missing Type2Str for TVMByteArray (#14051)

2023-02-20 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch main in repository https://gitbox.apache.org/repos/asf/tvm.git The following commit(s) were added to refs/heads/main by this push: new 697c724e92 [Runtime] Add missing Type2Str for TVMByteAr

[GitHub] [tvm] NicolaLancellotti commented on a diff in pull request #13815: [CMSIS-NN] Reduction in code size of AOT test runner binary

2023-02-20 Thread via GitHub
NicolaLancellotti commented on code in PR #13815: URL: https://github.com/apache/tvm/pull/13815#discussion_r804221 ## python/tvm/topi/arm_cpu/mprofile/dsp/micro_kernel/multi_channel_convolve.py: ## @@ -179,20 +179,26 @@ def _dual_int16_channel_convolve_impl(_tensor_h, tenso

[GitHub] [tvm] tvm-bot commented on pull request #14056: [BYOC] Update CUTLASS backend (SIMT support and codegen clean up)

2023-02-20 Thread via GitHub
tvm-bot commented on PR #14056: URL: https://github.com/apache/tvm/pull/14056#issuecomment-1436650493 Thanks for contributing to TVM! Please refer to the contributing guidelines https://tvm.apache.org/docs/contribute/ for useful information and tips. Please request code reviews from

[GitHub] [tvm] masahi opened a new pull request, #14056: [BYOC] Update CUTLASS backend (SIMT support and codegen clean up)

2023-02-20 Thread via GitHub
masahi opened a new pull request, #14056: URL: https://github.com/apache/tvm/pull/14056 The CUTLASS backend in Relay BYOC has been heavily refactored this month in the `tlcpack/relax` repo (as part of Relax BYOC effort). This PR brings the same change to `apache/main` and also adds SIMT fp3

[GitHub] [tvm] leoluopy opened a new issue, #14055: ValueError: Cannot find global function relay.backend.contrib.uma.RegisterTarget [Bug]

2023-02-20 Thread via GitHub
leoluopy opened a new issue, #14055: URL: https://github.com/apache/tvm/issues/14055 now , i am going to add a new backend for tvm . first of all , i need to make uma pure c backend workable . after building tvm from souce , and i run the command below: python tvm/apps/uma/vanilla_

[GitHub] [tvm] lhutton1 commented on a diff in pull request #13997: [microNPU] Sum legalization support

2023-02-20 Thread via GitHub
lhutton1 commented on code in PR #13997: URL: https://github.com/apache/tvm/pull/13997#discussion_r691912 ## python/tvm/relay/op/contrib/ethosu.py: ## @@ -1375,6 +1375,82 @@ def mean_pattern() -> tvm.relay.dataflow_pattern.DFPattern: return pattern +class SumParams

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