[GitHub] [tvm] junrushao1994 commented on a change in pull request #10066: [TIR] Add software pipelining

junrushao1994 commented on a change in pull request #10066: URL: https://github.com/apache/tvm/pull/10066#discussion_r797347960 ## File path: src/tir/transforms/inject_software_pipeline.cc ## @@ -0,0 +1,785 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one +

[GitHub] [tvm] junrushao1994 commented on a change in pull request #10066: [TIR] Add software pipelining

junrushao1994 commented on a change in pull request #10066: URL: https://github.com/apache/tvm/pull/10066#discussion_r797345809 ## File path: src/tir/transforms/inject_software_pipeline.cc ## @@ -0,0 +1,785 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one +

[GitHub] [tvm] junrushao1994 commented on a change in pull request #10066: [TIR] Add software pipelining

junrushao1994 commented on a change in pull request #10066: URL: https://github.com/apache/tvm/pull/10066#discussion_r797342927 ## File path: src/tir/transforms/inject_software_pipeline.cc ## @@ -0,0 +1,785 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one +

[GitHub] [tvm-rfcs] cyx-6 commented on pull request #51: Bring `PackedFunc` into TVM Object System

cyx-6 commented on pull request #51: URL: https://github.com/apache/tvm-rfcs/pull/51#issuecomment-1027640390 Thanks for @areusch and @junrushao1994 's suggestions. I have updated the RFC according to discussion here and on the forum. -- This is an automated message from the Apache Git Se

[GitHub] [tvm] LyricZhao commented on issue #10134: [Bug] Build from source, build_cuda.sh fail with environment conflict

LyricZhao commented on issue #10134: URL: https://github.com/apache/tvm/issues/10134#issuecomment-1027638506 Same error with me (CUDA 11.2 + Miniconda). Downgrading to 10.2 works but not a fancy solution. -- This is an automated message from the Apache Git Service. To respond to the mess

[tvm] branch main updated: [Relay][Pass] Add a relay pass to extract fake quantized ops (#10089)

This is an automated email from the ASF dual-hosted git repository. andrewzhaoluo 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 efe662f [Relay][Pass] Add a relay pass to extra

[GitHub] [tvm] AndrewZhaoLuo merged pull request #10089: [Relay][Pass] Add a relay pass to extract fake quantized ops

AndrewZhaoLuo merged pull request #10089: URL: https://github.com/apache/tvm/pull/10089 -- 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-un

[GitHub] [tvm] FranckQC commented on a change in pull request #9482: Implementation of Common Subexpression Elimination for TIR

FranckQC commented on a change in pull request #9482: URL: https://github.com/apache/tvm/pull/9482#discussion_r797247187 ## File path: src/tir/transforms/common_subexpr_elim.cc ## @@ -0,0 +1,601 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more c

[GitHub] [tvm] masahi commented on a change in pull request #9482: Implementation of Common Subexpression Elimination for TIR

masahi commented on a change in pull request #9482: URL: https://github.com/apache/tvm/pull/9482#discussion_r797245853 ## File path: src/tir/transforms/common_subexpr_elim.cc ## @@ -0,0 +1,601 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more con

[GitHub] [tvm] masahi commented on a change in pull request #9482: Implementation of Common Subexpression Elimination for TIR

masahi commented on a change in pull request #9482: URL: https://github.com/apache/tvm/pull/9482#discussion_r797245853 ## File path: src/tir/transforms/common_subexpr_elim.cc ## @@ -0,0 +1,601 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more con

[GitHub] [tvm] FranckQC commented on a change in pull request #9482: Implementation of Common Subexpression Elimination for TIR

FranckQC commented on a change in pull request #9482: URL: https://github.com/apache/tvm/pull/9482#discussion_r797243979 ## File path: src/tir/transforms/common_subexpr_elim.cc ## @@ -0,0 +1,601 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more c

[GitHub] [tvm] FranckQC commented on a change in pull request #9482: Implementation of Common Subexpression Elimination for TIR

FranckQC commented on a change in pull request #9482: URL: https://github.com/apache/tvm/pull/9482#discussion_r797243979 ## File path: src/tir/transforms/common_subexpr_elim.cc ## @@ -0,0 +1,601 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more c

[GitHub] [tvm] FranckQC commented on a change in pull request #9482: Implementation of Common Subexpression Elimination for TIR

FranckQC commented on a change in pull request #9482: URL: https://github.com/apache/tvm/pull/9482#discussion_r797243979 ## File path: src/tir/transforms/common_subexpr_elim.cc ## @@ -0,0 +1,601 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more c

[GitHub] [tvm] FranckQC commented on a change in pull request #9482: Implementation of Common Subexpression Elimination for TIR

FranckQC commented on a change in pull request #9482: URL: https://github.com/apache/tvm/pull/9482#discussion_r797243979 ## File path: src/tir/transforms/common_subexpr_elim.cc ## @@ -0,0 +1,601 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more c

[GitHub] [tvm] FranckQC commented on a change in pull request #9482: Implementation of Common Subexpression Elimination for TIR

FranckQC commented on a change in pull request #9482: URL: https://github.com/apache/tvm/pull/9482#discussion_r797243979 ## File path: src/tir/transforms/common_subexpr_elim.cc ## @@ -0,0 +1,601 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more c

[GitHub] [tvm] FranckQC commented on a change in pull request #9482: Implementation of Common Subexpression Elimination for TIR

FranckQC commented on a change in pull request #9482: URL: https://github.com/apache/tvm/pull/9482#discussion_r797243979 ## File path: src/tir/transforms/common_subexpr_elim.cc ## @@ -0,0 +1,601 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more c

[GitHub] [tvm] masahi commented on a change in pull request #10124: [relay] Fix stack overflow in device_planner observed on windows due …

masahi commented on a change in pull request #10124: URL: https://github.com/apache/tvm/pull/10124#discussion_r797227357 ## File path: src/relay/transforms/device_planner.cc ## @@ -489,51 +489,71 @@ class DeviceAnalyzer : public ExprVisitor { void VisitExpr_(const CallNode

[GitHub] [tvm-rfcs] ccjoechou commented on pull request #48: [RFC][BYOC] Marvell ML/AI Accelerator Integration

ccjoechou commented on pull request #48: URL: https://github.com/apache/tvm-rfcs/pull/48#issuecomment-1027512160 Hi @areusch: I have updated RFC-#48 based on most of your feedback. New RFC md file and 4 new figures have been uploaded. Please take a look again (in a view document mode

[GitHub] [tvm] junrushao1994 commented on a change in pull request #10066: [TIR] Add software pipelining

junrushao1994 commented on a change in pull request #10066: URL: https://github.com/apache/tvm/pull/10066#discussion_r797219586 ## File path: src/tir/transforms/inject_software_pipeline.cc ## @@ -0,0 +1,785 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one +

[GitHub] [tvm] junrushao1994 commented on issue #10107: [Bug] test_tir_schedule_sampling.py:test_sample_compute_location can not pass on a M1 mac system

junrushao1994 commented on issue #10107: URL: https://github.com/apache/tvm/issues/10107#issuecomment-1027510782 That's good point! Thanks for pointing this out :-) @wrongtest so looks like our bound is probably too tight. Would you mind sending a PR tweaking it a little bit? Thanks!

[GitHub] [tvm] junrushao1994 commented on a change in pull request #10066: [TIR] Add software pipelining

junrushao1994 commented on a change in pull request #10066: URL: https://github.com/apache/tvm/pull/10066#discussion_r797214394 ## File path: src/tir/transforms/inject_software_pipeline.cc ## @@ -0,0 +1,785 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one +

[GitHub] [tvm] areusch opened a new issue #10142: [Tracking Issue] Estimate memory footprint in microTVM

areusch opened a new issue #10142: URL: https://github.com/apache/tvm/issues/10142 microTVM currently reports some memory usage numbers, but a true estimate of the RAM footprint needs to be made by examining the output of the Unified Static Memory Planner being implemented in #8404. This i

[GitHub] [tvm] areusch opened a new issue #10141: [Tracking Issue] Write schedules for RISC-V targets

areusch opened a new issue #10141: URL: https://github.com/apache/tvm/issues/10141 We added initial support for RISC-V in microTVM by proving that we can run regression tests against the Zephyr RISC-V target (backed by QEMU). However, we have not yet added support for any V- or P- extensio

[GitHub] [tvm] srkreddy1238 opened a new pull request #10140: OpenCL debug runtime timer handler added.

srkreddy1238 opened a new pull request #10140: URL: https://github.com/apache/tvm/pull/10140 Thanks for contributing to TVM! Please refer to guideline https://tvm.apache.org/docs/contribute/ for useful information and tips. After the pull request is submitted, please request code reviews

[GitHub] [tvm] junrushao1994 commented on a change in pull request #10066: [TIR] Add software pipelining

junrushao1994 commented on a change in pull request #10066: URL: https://github.com/apache/tvm/pull/10066#discussion_r797208786 ## File path: src/tir/transforms/inject_software_pipeline.cc ## @@ -0,0 +1,785 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one +

[GitHub] [tvm] prateek9623 opened a new issue #10139: [Bug] Linking with cmake target which in a export group create issues.

prateek9623 opened a new issue #10139: URL: https://github.com/apache/tvm/issues/10139 Hi, can we add tvm cmake targets in an export group? As current targets when linked with another target with an export target create issues. Also, it would be great if we add support cmake "find_package"

[GitHub] [tvm] mehrdadh commented on issue #10126: [Tracking Issue] Upgrade Zephyr Vagrant box to Zephyr 2.7

mehrdadh commented on issue #10126: URL: https://github.com/apache/tvm/issues/10126#issuecomment-1027488653 working on this: https://github.com/apache/tvm/pull/10138 -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use

[GitHub] [tvm] mehrdadh opened a new pull request #10138: [microTVM][Zephyr] Update RVM to Zephyr 2.7

mehrdadh opened a new pull request #10138: URL: https://github.com/apache/tvm/pull/10138 This PR: - Updates Zephyr version on RVM to 2.7-branch - Refactor duplication of zephyr branch and zephyr sdk version - Fix tests for version upgrade cc @Mousius @areusch @gromero --

[GitHub] [tvm-rfcs] ccjoechou commented on a change in pull request #48: [RFC][BYOC] Marvell ML/AI Accelerator Integration

ccjoechou commented on a change in pull request #48: URL: https://github.com/apache/tvm-rfcs/pull/48#discussion_r797201727 ## File path: rfcs/0048-BYOC-Marvell-ML-accelerator-integration.md ## @@ -0,0 +1,547 @@ +- Feature Name: (fill me in with a unique identifier, `my_awesome_

[GitHub] [tvm-rfcs] ccjoechou commented on a change in pull request #48: [RFC][BYOC] Marvell ML/AI Accelerator Integration

ccjoechou commented on a change in pull request #48: URL: https://github.com/apache/tvm-rfcs/pull/48#discussion_r797201350 ## File path: rfcs/0048-BYOC-Marvell-ML-accelerator-integration.md ## @@ -0,0 +1,547 @@ +- Feature Name: (fill me in with a unique identifier, `my_awesome_

[GitHub] [tvm] junrushao1994 commented on a change in pull request #10066: [TIR] Add software pipelining

junrushao1994 commented on a change in pull request #10066: URL: https://github.com/apache/tvm/pull/10066#discussion_r797200354 ## File path: src/tir/transforms/inject_software_pipeline.cc ## @@ -0,0 +1,785 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one +

[GitHub] [tvm] areusch opened a new issue #10137: [Tracking Issue] Python Dependencies in TVM CI Containers

areusch opened a new issue #10137: URL: https://github.com/apache/tvm/issues/10137 This is a tracking issue for accepted legacy RFC: https://discuss.tvm.apache.org/t/rfc-python-dependencies-in-tvm-ci-containers/9011 -- This is an automated message from the Apache Git Service. To respond

[GitHub] [tvm-rfcs] ccjoechou commented on a change in pull request #48: [RFC][BYOC] Marvell ML/AI Accelerator Integration

ccjoechou commented on a change in pull request #48: URL: https://github.com/apache/tvm-rfcs/pull/48#discussion_r797198719 ## File path: rfcs/0048-BYOC-Marvell-ML-accelerator-integration.md ## @@ -0,0 +1,547 @@ +- Feature Name: (fill me in with a unique identifier, `my_awesome_

[GitHub] [tvm] junrushao1994 commented on a change in pull request #10066: [TIR] Add software pipelining

junrushao1994 commented on a change in pull request #10066: URL: https://github.com/apache/tvm/pull/10066#discussion_r797198386 ## File path: src/tir/transforms/inject_software_pipeline.cc ## @@ -0,0 +1,785 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one +

[GitHub] [tvm-rfcs] ccjoechou commented on a change in pull request #48: [RFC][BYOC] Marvell ML/AI Accelerator Integration

ccjoechou commented on a change in pull request #48: URL: https://github.com/apache/tvm-rfcs/pull/48#discussion_r797197944 ## File path: rfcs/0048-BYOC-Marvell-ML-accelerator-integration.md ## @@ -0,0 +1,547 @@ +- Feature Name: (fill me in with a unique identifier, `my_awesome_

[GitHub] [tvm-rfcs] ccjoechou commented on a change in pull request #48: [RFC][BYOC] Marvell ML/AI Accelerator Integration

ccjoechou commented on a change in pull request #48: URL: https://github.com/apache/tvm-rfcs/pull/48#discussion_r797197725 ## File path: rfcs/0048-BYOC-Marvell-ML-accelerator-integration.md ## @@ -0,0 +1,547 @@ +- Feature Name: (fill me in with a unique identifier, `my_awesome_

[GitHub] [tvm] junrushao1994 commented on a change in pull request #10066: [TIR] Add software pipelining

junrushao1994 commented on a change in pull request #10066: URL: https://github.com/apache/tvm/pull/10066#discussion_r797197301 ## File path: src/tir/transforms/inject_software_pipeline.cc ## @@ -0,0 +1,785 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one +

[GitHub] [tvm-rfcs] ccjoechou commented on a change in pull request #48: [RFC][BYOC] Marvell ML/AI Accelerator Integration

ccjoechou commented on a change in pull request #48: URL: https://github.com/apache/tvm-rfcs/pull/48#discussion_r797197238 ## File path: rfcs/0048-BYOC-Marvell-ML-accelerator-integration.md ## @@ -0,0 +1,547 @@ +- Feature Name: (fill me in with a unique identifier, `my_awesome_

[GitHub] [tvm-rfcs] ccjoechou commented on a change in pull request #48: [RFC][BYOC] Marvell ML/AI Accelerator Integration

ccjoechou commented on a change in pull request #48: URL: https://github.com/apache/tvm-rfcs/pull/48#discussion_r797193790 ## File path: rfcs/0048-BYOC-Marvell-ML-accelerator-integration.md ## @@ -0,0 +1,547 @@ +- Feature Name: (fill me in with a unique identifier, `my_awesome_

[GitHub] [tvm] mehrdadh commented on issue #10136: Add RVM build/testing to automated CI docker build

mehrdadh commented on issue #10136: URL: https://github.com/apache/tvm/issues/10136#issuecomment-1027473778 I can help with this. Feel free to assign it to me. -- 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-rfcs] ccjoechou commented on a change in pull request #48: [RFC][BYOC] Marvell ML/AI Accelerator Integration

ccjoechou commented on a change in pull request #48: URL: https://github.com/apache/tvm-rfcs/pull/48#discussion_r797193262 ## File path: rfcs/0048-BYOC-Marvell-ML-accelerator-integration.md ## @@ -0,0 +1,547 @@ +- Feature Name: (fill me in with a unique identifier, `my_awesome_

[GitHub] [tvm] areusch opened a new issue #10136: Add RVM build/testing to automated CI docker build

areusch opened a new issue #10136: URL: https://github.com/apache/tvm/issues/10136 There have been a few instances where we've discovered that the microTVM Reference VMs can't be rebuilt from the [Vagrantfile](https://github.com/apache/tvm/blob/main/apps/microtvm/reference-vm/zephyr/Vagran

[GitHub] [tvm] FranckQC commented on a change in pull request #9482: Implementation of Common Subexpression Elimination for TIR

FranckQC commented on a change in pull request #9482: URL: https://github.com/apache/tvm/pull/9482#discussion_r797182546 ## File path: src/tir/transforms/common_subexpr_elim_tools.h ## @@ -0,0 +1,216 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or m

[GitHub] [tvm] FranckQC commented on a change in pull request #9482: Implementation of Common Subexpression Elimination for TIR

FranckQC commented on a change in pull request #9482: URL: https://github.com/apache/tvm/pull/9482#discussion_r797181949 ## File path: src/tir/transforms/common_subexpr_elim_tools.h ## @@ -0,0 +1,216 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or m

[GitHub] [tvm] FranckQC commented on a change in pull request #9482: Implementation of Common Subexpression Elimination for TIR

FranckQC commented on a change in pull request #9482: URL: https://github.com/apache/tvm/pull/9482#discussion_r797171727 ## File path: src/tir/transforms/common_subexpr_elim_tools.cc ## @@ -0,0 +1,836 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or

[GitHub] [tvm] junrushao1994 commented on a change in pull request #10066: [TIR] Add software pipelining

junrushao1994 commented on a change in pull request #10066: URL: https://github.com/apache/tvm/pull/10066#discussion_r797162445 ## File path: src/tir/transforms/inject_software_pipeline.cc ## @@ -0,0 +1,785 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one +

[GitHub] [tvm] junrushao1994 commented on a change in pull request #10066: [TIR] Add software pipelining

junrushao1994 commented on a change in pull request #10066: URL: https://github.com/apache/tvm/pull/10066#discussion_r797148809 ## File path: src/tir/transforms/inject_software_pipeline.cc ## @@ -0,0 +1,785 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one +

[GitHub] [tvm] junrushao1994 commented on a change in pull request #10066: [TIR] Add software pipelining

junrushao1994 commented on a change in pull request #10066: URL: https://github.com/apache/tvm/pull/10066#discussion_r797148517 ## File path: src/tir/transforms/inject_software_pipeline.cc ## @@ -0,0 +1,785 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one +

[GitHub] [tvm] junrushao1994 commented on a change in pull request #10066: [TIR] Add software pipelining

junrushao1994 commented on a change in pull request #10066: URL: https://github.com/apache/tvm/pull/10066#discussion_r797147754 ## File path: src/tir/transforms/inject_software_pipeline.cc ## @@ -0,0 +1,785 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one +

[GitHub] [tvm] junrushao1994 commented on a change in pull request #10066: [TIR] Add software pipelining

junrushao1994 commented on a change in pull request #10066: URL: https://github.com/apache/tvm/pull/10066#discussion_r797146441 ## File path: src/tir/transforms/inject_software_pipeline.cc ## @@ -0,0 +1,785 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one +

[GitHub] [tvm] altanh commented on a change in pull request #10026: [Relay][VM] Relay VM memory liveness/lifetime analysis

altanh commented on a change in pull request #10026: URL: https://github.com/apache/tvm/pull/10026#discussion_r797142059 ## File path: src/relay/backend/vm/manifest_lifetimes.cc ## @@ -0,0 +1,611 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more

[GitHub] [tvm] FranckQC commented on a change in pull request #9482: Implementation of Common Subexpression Elimination for TIR

FranckQC commented on a change in pull request #9482: URL: https://github.com/apache/tvm/pull/9482#discussion_r797139585 ## File path: src/tir/transforms/common_subexpr_elim_tools.h ## @@ -0,0 +1,216 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or m

[GitHub] [tvm] junrushao1994 commented on a change in pull request #10066: [TIR] Add software pipelining

junrushao1994 commented on a change in pull request #10066: URL: https://github.com/apache/tvm/pull/10066#discussion_r797137808 ## File path: src/tir/transforms/inject_software_pipeline.cc ## @@ -0,0 +1,785 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one +

[GitHub] [tvm] junrushao1994 commented on a change in pull request #10066: [TIR] Add software pipelining

junrushao1994 commented on a change in pull request #10066: URL: https://github.com/apache/tvm/pull/10066#discussion_r797137370 ## File path: src/tir/transforms/inject_software_pipeline.cc ## @@ -0,0 +1,785 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one +

[GitHub] [tvm] junrushao1994 commented on a change in pull request #10066: [TIR] Add software pipelining

junrushao1994 commented on a change in pull request #10066: URL: https://github.com/apache/tvm/pull/10066#discussion_r797134900 ## File path: src/tir/transforms/ir_utils.h ## @@ -267,6 +267,24 @@ class ConditionalBoundsContext { std::unordered_map origin_map_; }; +// Info

[GitHub] [tvm] junrushao1994 commented on a change in pull request #10066: [TIR] Add software pipelining

junrushao1994 commented on a change in pull request #10066: URL: https://github.com/apache/tvm/pull/10066#discussion_r797134900 ## File path: src/tir/transforms/ir_utils.h ## @@ -267,6 +267,24 @@ class ConditionalBoundsContext { std::unordered_map origin_map_; }; +// Info

[GitHub] [tvm] junrushao1994 commented on a change in pull request #10066: [TIR] Add software pipelining

junrushao1994 commented on a change in pull request #10066: URL: https://github.com/apache/tvm/pull/10066#discussion_r797132652 ## File path: include/tvm/tir/transform.h ## @@ -492,6 +492,112 @@ TVM_DLL Pass ConvertForLoopsToSerial(); */ TVM_DLL Pass UnifiedStaticMemoryPlann

[GitHub] [tvm] FranckQC commented on a change in pull request #9482: Implementation of Common Subexpression Elimination for TIR

FranckQC commented on a change in pull request #9482: URL: https://github.com/apache/tvm/pull/9482#discussion_r797131033 ## File path: include/tvm/tir/transform.h ## @@ -458,6 +458,14 @@ TVM_DLL Pass FlattenBuffer(); */ TVM_DLL Pass TextureFlatten(); +/*! + * \brief Implem

[GitHub] [tvm] mei-ye commented on a change in pull request #10124: [relay] Fix stack overflow in device_planner observed on windows due …

mei-ye commented on a change in pull request #10124: URL: https://github.com/apache/tvm/pull/10124#discussion_r797130983 ## File path: src/relay/transforms/device_planner.cc ## @@ -489,51 +489,71 @@ class DeviceAnalyzer : public ExprVisitor { void VisitExpr_(const CallNode

[tvm] branch main updated: [AutoScheduler] Allow device specification for AutoScheduler Runners. (#10123)

This is an automated email from the ASF dual-hosted git repository. masahi 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 ac4815c [AutoScheduler] Allow device specification for

[GitHub] [tvm] mei-ye opened a new issue #10135: [Bug]

mei-ye opened a new issue #10135: URL: https://github.com/apache/tvm/issues/10135 On windows, the max stack size is 1 MB, whereas it is 8 MB on Linux. So stack overflow occurs more often on windows for large graphs. We run into a stack overflow problem on windows. The cause is recursi

[GitHub] [tvm] masahi merged pull request #10123: [AutoScheduler] Allow device specification for AutoScheduler Runners.

masahi merged pull request #10123: URL: https://github.com/apache/tvm/pull/10123 -- 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.

[GitHub] [tvm] junrushao1994 commented on a change in pull request #10066: [TIR] Add software pipelining

junrushao1994 commented on a change in pull request #10066: URL: https://github.com/apache/tvm/pull/10066#discussion_r797128964 ## File path: include/tvm/tir/transform.h ## @@ -492,6 +492,112 @@ TVM_DLL Pass ConvertForLoopsToSerial(); */ TVM_DLL Pass UnifiedStaticMemoryPlann

[GitHub] [tvm] junrushao1994 commented on a change in pull request #10066: [TIR] Add software pipelining

junrushao1994 commented on a change in pull request #10066: URL: https://github.com/apache/tvm/pull/10066#discussion_r797127287 ## File path: include/tvm/tir/transform.h ## @@ -492,6 +492,112 @@ TVM_DLL Pass ConvertForLoopsToSerial(); */ TVM_DLL Pass UnifiedStaticMemoryPlann

[GitHub] [tvm] hubert0527 opened a new issue #10134: [Bug] Build from source, build_cuda.sh fail with environment conflict

hubert0527 opened a new issue #10134: URL: https://github.com/apache/tvm/issues/10134 ### Expected behavior I followed the [install/build instruction](https://tvm.apache.org/docs/install/from_source.html) to build TVM with CUDA11.1. And failed at the following step: ``` conda

[GitHub] [tvm] jwfromm commented on pull request #10123: [AutoScheduler] Allow device specification for AutoScheduler Runners.

jwfromm commented on pull request #10123: URL: https://github.com/apache/tvm/pull/10123#issuecomment-1027370076 @masahi can you also check to make sure this all looks ok? -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and us

[GitHub] [tvm] mbs-octoml commented on a change in pull request #10026: [Relay][VM] Relay VM memory liveness/lifetime analysis

mbs-octoml commented on a change in pull request #10026: URL: https://github.com/apache/tvm/pull/10026#discussion_r797098041 ## File path: src/relay/backend/vm/manifest_lifetimes.cc ## @@ -0,0 +1,611 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or m

[GitHub] [tvm] Mousius commented on pull request #10129: Update ethos-u-vela for demo app

Mousius commented on pull request #10129: URL: https://github.com/apache/tvm/pull/10129#issuecomment-1027355629 Thanks @mbaret ! -- 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 comm

[GitHub] [tvm] Mousius merged pull request #10129: Update ethos-u-vela for demo app

Mousius merged pull request #10129: URL: https://github.com/apache/tvm/pull/10129 -- 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] branch main updated: Update ethos-u-vela for demo app (#10129)

This is an automated email from the ASF dual-hosted git repository. mousius 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 faf63f9 Update ethos-u-vela for demo app (#10129) faf

[tvm] branch main updated (a1f51aa -> 780f88a)

This is an automated email from the ASF dual-hosted git repository. comaniac pushed a change to branch main in repository https://gitbox.apache.org/repos/asf/tvm.git. from a1f51aa [CUTLASS] Conv2d dgrad (#10110) add 780f88a [FIX,AUTOTVM] Add backtraces to tuning errors (#9901) No new

[GitHub] [tvm] comaniac merged pull request #9901: [FIX,AUTOTVM] Add backtraces to tuning errors

comaniac merged pull request #9901: URL: https://github.com/apache/tvm/pull/9901 -- 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.

[GitHub] [tvm] comaniac commented on pull request #9901: [FIX,AUTOTVM] Add backtraces to tuning errors

comaniac commented on pull request #9901: URL: https://github.com/apache/tvm/pull/9901#issuecomment-1027344681 Thanks @tkonolige -- 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 com

[GitHub] [tvm] tkonolige commented on pull request #9901: [FIX,AUTOTVM] Add backtraces to tuning errors

tkonolige commented on pull request #9901: URL: https://github.com/apache/tvm/pull/9901#issuecomment-1027333490 @comaniac I think I've addressed all your concerns. Could you verify that this PR is looking good to you? -- This is an automated message from the Apache Git Service. To respon

[GitHub] [tvm] MargaretQian commented on a change in pull request #10089: [Relay][Pass] Add a relay pass to extract fake quantized ops

MargaretQian commented on a change in pull request #10089: URL: https://github.com/apache/tvm/pull/10089#discussion_r797044095 ## File path: src/relay/analysis/extract_fake_quantized_ops.cc ## @@ -0,0 +1,82 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one +

[GitHub] [tvm] MargaretQian commented on a change in pull request #10089: [Relay][Pass] Add a relay pass to extract fake quantized ops

MargaretQian commented on a change in pull request #10089: URL: https://github.com/apache/tvm/pull/10089#discussion_r797044095 ## File path: src/relay/analysis/extract_fake_quantized_ops.cc ## @@ -0,0 +1,82 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one +

[GitHub] [tvm] MargaretQian commented on a change in pull request #10089: [Relay][Pass] Add a relay pass to extract fake quantized ops

MargaretQian commented on a change in pull request #10089: URL: https://github.com/apache/tvm/pull/10089#discussion_r797012395 ## File path: src/relay/analysis/extract_fake_quantized_ops.cc ## @@ -0,0 +1,82 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one +

[GitHub] [tvm] lazycal commented on pull request #10118: Fix LayoutRewriter

lazycal commented on pull request #10118: URL: https://github.com/apache/tvm/pull/10118#issuecomment-1027277470 So the 2x2 is actually encoding 2 transforms: one is the producer's change, and the other is the consumer's (expected) change. For a weird example, before the change: `(A) conv_N

[tvm] branch main updated (72b22f8 -> a1f51aa)

This is an automated email from the ASF dual-hosted git repository. masahi pushed a change to branch main in repository https://gitbox.apache.org/repos/asf/tvm.git. from 72b22f8 [Relay][VM] Fix loading late bound consts when none exist (#10087) add a1f51aa [CUTLASS] Conv2d dgrad (#10

[GitHub] [tvm] masahi commented on pull request #10110: [CUTLASS] Conv2d dgrad

masahi commented on pull request #10110: URL: https://github.com/apache/tvm/pull/10110#issuecomment-1027275237 Merging, I'll follow up with wgrad + parallel split-k support. -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and

[GitHub] [tvm] masahi merged pull request #10110: [CUTLASS] Conv2d dgrad

masahi merged pull request #10110: URL: https://github.com/apache/tvm/pull/10110 -- 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.

[GitHub] [tvm] AndrewZhaoLuo commented on a change in pull request #10089: [Relay][Pass] Add a relay pass to extract fake quantized ops

AndrewZhaoLuo commented on a change in pull request #10089: URL: https://github.com/apache/tvm/pull/10089#discussion_r796995152 ## File path: src/relay/transforms/fake_quantization_to_integer.h ## @@ -0,0 +1,56 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under o

[GitHub] [tvm] masahi commented on pull request #10118: Fix LayoutRewriter

masahi commented on pull request #10118: URL: https://github.com/apache/tvm/pull/10118#issuecomment-1027266790 > Same here. I have 2 proposals: > > * replace `_in` with `_in_input` and `_in2` with `_in_infer`. > > * Or more explicit, `_in` with `_in_producer` and `_in2`

[GitHub] [tvm] lazycal commented on a change in pull request #10118: Fix LayoutRewriter

lazycal commented on a change in pull request #10118: URL: https://github.com/apache/tvm/pull/10118#discussion_r796979604 ## File path: src/relay/transforms/transform_layout.h ## @@ -371,6 +375,17 @@ Expr LayoutRewriter(const Call& ref_call, const Array& new_args, const Obj

[GitHub] [tvm] masahi commented on a change in pull request #10118: Fix LayoutRewriter

masahi commented on a change in pull request #10118: URL: https://github.com/apache/tvm/pull/10118#discussion_r796974298 ## File path: src/relay/transforms/transform_layout.h ## @@ -371,6 +375,17 @@ Expr LayoutRewriter(const Call& ref_call, const Array& new_args, const Obj

[GitHub] [tvm] altanh commented on pull request #10026: [Relay][VM] Relay VM memory liveness/lifetime analysis

altanh commented on pull request #10026: URL: https://github.com/apache/tvm/pull/10026#issuecomment-1027244014 cc @jroesch @mbs-octoml @mbrookhart this PR is ready for full review -- This is an automated message from the Apache Git Service. To respond to the message, please log on

[GitHub] [tvm] altanh commented on pull request #10026: [Relay][VM] Relay VM memory liveness/lifetime analysis

altanh commented on pull request #10026: URL: https://github.com/apache/tvm/pull/10026#issuecomment-1027242901 I wrote this as a comment in the code, but reposting here for future reference: ``` Current Limitations --- 1. For simplicity, we only insert kills when

[GitHub] [tvm] lazycal commented on a change in pull request #10118: Fix LayoutRewriter

lazycal commented on a change in pull request #10118: URL: https://github.com/apache/tvm/pull/10118#discussion_r796951191 ## File path: src/relay/op/nn/nn.cc ## @@ -283,14 +279,6 @@ InferCorrectLayoutOutput DensePackInferCorrectLayout(const Attrs& attrs,

[GitHub] [tvm] areusch commented on pull request #10056: [ci] Add auto-updating `last-successful` tag

areusch commented on pull request #10056: URL: https://github.com/apache/tvm/pull/10056#issuecomment-1027198966 one problem here is that a tag doesn't automatically update with `git fetch`. A branch would. it's a little confusing to have a branch instead of a tag, but a branch is confined

[tvm] branch main updated (339f888 -> 72b22f8)

This is an automated email from the ASF dual-hosted git repository. mbrookhart pushed a change to branch main in repository https://gitbox.apache.org/repos/asf/tvm.git. from 339f888 [USMP] Add performance characteristics to PoolInfo (#10005) add 72b22f8 [Relay][VM] Fix loading late bo

[GitHub] [tvm] mbrookhart merged pull request #10087: [Relay][VM] Fix loading late bound consts when none exist

mbrookhart merged pull request #10087: URL: https://github.com/apache/tvm/pull/10087 -- 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-unsub

[GitHub] [tvm] mei-ye commented on a change in pull request #10124: [relay] Fix stack overflow in device_planner observed on windows due …

mei-ye commented on a change in pull request #10124: URL: https://github.com/apache/tvm/pull/10124#discussion_r796913274 ## File path: src/relay/transforms/device_planner.cc ## @@ -489,51 +489,71 @@ class DeviceAnalyzer : public ExprVisitor { void VisitExpr_(const CallNode

[GitHub] [tvm] mbs-octoml commented on a change in pull request #10124: [relay] Fix stack overflow in device_planner observed on windows due …

mbs-octoml commented on a change in pull request #10124: URL: https://github.com/apache/tvm/pull/10124#discussion_r796905096 ## File path: src/relay/transforms/device_planner.cc ## @@ -489,51 +489,71 @@ class DeviceAnalyzer : public ExprVisitor { void VisitExpr_(const Call

[GitHub] [tvm] AndrewZhaoLuo commented on pull request #8668: Visualization of Relay IR

AndrewZhaoLuo commented on pull request #8668: URL: https://github.com/apache/tvm/pull/8668#issuecomment-1027172187 Closing in favor of #10085 -- 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 th

[GitHub] [tvm] AndrewZhaoLuo closed pull request #8668: Visualization of Relay IR

AndrewZhaoLuo closed pull request #8668: URL: https://github.com/apache/tvm/pull/8668 -- 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-unsu

[GitHub] [tvm] anwang2009 commented on a change in pull request #10086: [QNN] Register a bunch of unary elementwise ops

anwang2009 commented on a change in pull request #10086: URL: https://github.com/apache/tvm/pull/10086#discussion_r796287746 ## File path: src/relay/transforms/pattern_utils.h ## @@ -520,8 +525,8 @@ inline Expr FastSoftmax(Expr e, tvm::Attrs attr) { return Call(op, {e}, attr

[GitHub] [tvm] AndrewZhaoLuo commented on pull request #10133: [Pass] Simplify consecutive casts in Relay

AndrewZhaoLuo commented on pull request #10133: URL: https://github.com/apache/tvm/pull/10133#issuecomment-1027152890 cc @mbrookhart can you re-review this? -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL abov

[GitHub] [tvm] AndrewZhaoLuo closed pull request #8081: [Pass] Simplify consecutive casts in Relay

AndrewZhaoLuo closed pull request #8081: URL: https://github.com/apache/tvm/pull/8081 -- 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-unsu

[GitHub] [tvm] AndrewZhaoLuo commented on pull request #8081: [Pass] Simplify consecutive casts in Relay

AndrewZhaoLuo commented on pull request #8081: URL: https://github.com/apache/tvm/pull/8081#issuecomment-1027152626 Closing in favor of https://github.com/apache/tvm/pull/10133 -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub

[GitHub] [tvm] AndrewZhaoLuo opened a new pull request #10133: [Pass] Simplify consecutive casts in Relay

AndrewZhaoLuo opened a new pull request #10133: URL: https://github.com/apache/tvm/pull/10133 This is a shepherding of https://github.com/apache/tvm/pull/8081. All credit goes to @icemelon. I slightly simplified some stuff and added some comments -- This is an automated message fr

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