[GitHub] [incubator-tvm] merrymercy opened a new pull request #6683: [AutoScheduler] Fix a bug in thread binding

2020-10-14 Thread GitBox
merrymercy opened a new pull request #6683: URL: https://github.com/apache/incubator-tvm/pull/6683 Fix for this bug https://discuss.tvm.apache.org/t/auto-scheduling-for-lstm-operator/8158 This is an automated message from th

[GitHub] [incubator-tvm] merrymercy commented on pull request #6683: [AutoScheduler] Fix a bug in thread binding

2020-10-14 Thread GitBox
merrymercy commented on pull request #6683: URL: https://github.com/apache/incubator-tvm/pull/6683#issuecomment-708220388 cc @jcf94 @comaniac This is an automated message from the Apache Git Service. To respond to the messa

[GitHub] [incubator-tvm] merrymercy merged pull request #6683: [AutoScheduler] Fix a bug in thread binding

2020-10-14 Thread GitBox
merrymercy merged pull request #6683: URL: https://github.com/apache/incubator-tvm/pull/6683 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

[incubator-tvm] branch main updated: [AutoScheduler] Fix a bug in thread binding (#6683)

2020-10-14 Thread lmzheng
This is an automated email from the ASF dual-hosted git repository. lmzheng pushed a commit to branch main in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git The following commit(s) were added to refs/heads/main by this push: new 78bba3c [AutoScheduler] Fix a bug in thread

[GitHub] [incubator-tvm] tqchen merged pull request #6667: [ARITH] Introduce iterator (quasi)affine map detection.

2020-10-14 Thread GitBox
tqchen merged pull request #6667: URL: https://github.com/apache/incubator-tvm/pull/6667 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 g

[GitHub] [incubator-tvm] tqchen commented on pull request #6682: [DRAFT/WIP] Enabling vulkan in CI

2020-10-14 Thread GitBox
tqchen commented on pull request #6682: URL: https://github.com/apache/incubator-tvm/pull/6682#issuecomment-708370603 We already have vulkan build as part of the CI process. However, vulkan running itself is not enabled because my previous tests of nvidia docker does not seems to suppor

[incubator-tvm] branch main updated: [ARITH] Introduce iterator (quasi)affine map detection. (#6667)

2020-10-14 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/incubator-tvm.git The following commit(s) were added to refs/heads/main by this push: new 60ed926 [ARITH] Introduce iterator (quasi)af

[GitHub] [incubator-tvm] tqchen opened a new pull request #6684: [REFACTOR] util => utils for consistency in the project.

2020-10-14 Thread GitBox
tqchen opened a new pull request #6684: URL: https://github.com/apache/incubator-tvm/pull/6684 https://discuss.tvm.apache.org/t/naming-consistency-util-vs-utils/6434 This is an automated message from the Apache Git Service. T

[GitHub] [incubator-tvm] ANSHUMAN87 opened a new pull request #6685: [Relay][Frontend] SparseTensorDenseMatMul support for Tensorflow

2020-10-14 Thread GitBox
ANSHUMAN87 opened a new pull request #6685: URL: https://github.com/apache/incubator-tvm/pull/6685 SparseTensorDenseMatMul support added for Tensorflow frontend. This is an automated message from the Apache Git Service. T

[GitHub] [incubator-tvm] ANSHUMAN87 commented on pull request #6685: [Relay][Frontend] SparseTensorDenseMatMul support for Tensorflow

2020-10-14 Thread GitBox
ANSHUMAN87 commented on pull request #6685: URL: https://github.com/apache/incubator-tvm/pull/6685#issuecomment-708582002 @FrozenGene , @siju-samuel , @kevinthesun : please help review. Thanks! This is an automated message fr

[incubator-tvm] branch ci-docker-staging updated (074dbef -> 9ddcff9)

2020-10-14 Thread jroesch
This is an automated email from the ASF dual-hosted git repository. jroesch pushed a change to branch ci-docker-staging in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. discard 074dbef Bump Jenkinsfile discard 0704756 Setup Rust path discard 7858503 Add deps needed for

[GitHub] [incubator-tvm] areusch commented on a change in pull request #6603: Add µTVM Zephyr support + QEMU regression test

2020-10-14 Thread GitBox
areusch commented on a change in pull request #6603: URL: https://github.com/apache/incubator-tvm/pull/6603#discussion_r504941656 ## File path: src/runtime/crt/utvm_rpc_server/rpc_server.cc ## @@ -126,25 +125,33 @@ class MicroRPCServer { /*! \brief Process one message from

[GitHub] [incubator-tvm] areusch commented on a change in pull request #6603: Add µTVM Zephyr support + QEMU regression test

2020-10-14 Thread GitBox
areusch commented on a change in pull request #6603: URL: https://github.com/apache/incubator-tvm/pull/6603#discussion_r504941832 ## File path: tests/micro/qemu/zephyr-runtime/crt/crt_config.h ## @@ -0,0 +1,62 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under on

[GitHub] [incubator-tvm] areusch commented on pull request #6603: Add µTVM Zephyr support + QEMU regression test

2020-10-14 Thread GitBox
areusch commented on pull request #6603: URL: https://github.com/apache/incubator-tvm/pull/6603#issuecomment-708632486 thanks @liangfu, please take another look when you have a minute This is an automated message from the Apa

[incubator-tvm] branch ci-docker-staging updated: Format

2020-10-14 Thread jroesch
This is an automated email from the ASF dual-hosted git repository. jroesch pushed a commit to branch ci-docker-staging in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git The following commit(s) were added to refs/heads/ci-docker-staging by this push: new ecf8b65 Format ec

[GitHub] [incubator-tvm] tkonolige commented on pull request #6671: [FIX,AUTOSCHEDULER] Fix auto_scheduler to run with multiprocessing's spawn start method

2020-10-14 Thread GitBox
tkonolige commented on pull request #6671: URL: https://github.com/apache/incubator-tvm/pull/6671#issuecomment-708649133 The problem with using fork is that it is unsafe on macOS or when using the CUDA api. The pytorch developers recommend not using fork with CUDA: https://pytorch.org/docs

[GitHub] [incubator-tvm] comaniac opened a new pull request #6686: [AutoSchedule] Support multiple cache read and fix bugs

2020-10-14 Thread GitBox
comaniac opened a new pull request #6686: URL: https://github.com/apache/incubator-tvm/pull/6686 This PR improves the cache read sketch generation rule in auto-scheduler to support multiple cache reads. Previously, cache read sketch generation rule will simply give up if a tensor has multi

[GitHub] [incubator-tvm] mbrookhart opened a new pull request #6687: Mbrookhart/int32 pooling with int64 shapes

2020-10-14 Thread GitBox
mbrookhart opened a new pull request #6687: URL: https://github.com/apache/incubator-tvm/pull/6687 We found some quantized models that were performing Int32 average pooling with input tensors that had Int64 shapes. This cause an error in te where the resulting computations were implicitly

[GitHub] [incubator-tvm] mbrookhart commented on a change in pull request #6681: [Relay][Frontend][Onnx] Allow A to B broadcasting of batch_matmul and reverse strided slice

2020-10-14 Thread GitBox
mbrookhart commented on a change in pull request #6681: URL: https://github.com/apache/incubator-tvm/pull/6681#discussion_r505024398 ## File path: python/tvm/relay/frontend/onnx.py ## @@ -532,10 +534,18 @@ def flatten_to_3d(x, x_shape): b = _op.transpose(b, [0, 2,

[GitHub] [incubator-tvm] jwfromm commented on a change in pull request #6681: [Relay][Frontend][Onnx] Allow A to B broadcasting of batch_matmul and reverse strided slice

2020-10-14 Thread GitBox
jwfromm commented on a change in pull request #6681: URL: https://github.com/apache/incubator-tvm/pull/6681#discussion_r505043967 ## File path: python/tvm/relay/frontend/onnx.py ## @@ -532,10 +534,18 @@ def flatten_to_3d(x, x_shape): b = _op.transpose(b, [0, 2, 1])

[GitHub] [incubator-tvm] tqchen merged pull request #6684: [REFACTOR] util => utils for consistency in the project.

2020-10-14 Thread GitBox
tqchen merged pull request #6684: URL: https://github.com/apache/incubator-tvm/pull/6684 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 g

[incubator-tvm] branch main updated (60ed926 -> 8439f3e)

2020-10-14 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a change to branch main in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. from 60ed926 [ARITH] Introduce iterator (quasi)affine map detection. (#6667) add 8439f3e [REFACTOR] util => u

[GitHub] [incubator-tvm] mbrookhart commented on a change in pull request #6681: [Relay][Frontend][Onnx] Allow A to B broadcasting of batch_matmul and reverse strided slice

2020-10-14 Thread GitBox
mbrookhart commented on a change in pull request #6681: URL: https://github.com/apache/incubator-tvm/pull/6681#discussion_r505048637 ## File path: python/tvm/relay/frontend/onnx.py ## @@ -532,10 +534,18 @@ def flatten_to_3d(x, x_shape): b = _op.transpose(b, [0, 2,

[GitHub] [incubator-tvm] merrymercy commented on pull request #6671: [FIX,AUTOSCHEDULER] Fix auto_scheduler to run with multiprocessing's spawn start method

2020-10-14 Thread GitBox
merrymercy commented on pull request #6671: URL: https://github.com/apache/incubator-tvm/pull/6671#issuecomment-708845921 Autotvm uses a lot of python multiprocessing and I expect it will be much slower when using spawn. AutoTVM uses multiprocessing for feature extraction. So it needs to

[GitHub] [incubator-tvm] merrymercy edited a comment on pull request #6671: [FIX,AUTOSCHEDULER] Fix auto_scheduler to run with multiprocessing's spawn start method

2020-10-14 Thread GitBox
merrymercy edited a comment on pull request #6671: URL: https://github.com/apache/incubator-tvm/pull/6671#issuecomment-708845921 Autotvm uses a lot of python multiprocessing and I expect it will be much slower when using spawn. AutoTVM uses multiprocessing for feature extraction. So it ne

[GitHub] [incubator-tvm] merrymercy edited a comment on pull request #6671: [FIX,AUTOSCHEDULER] Fix auto_scheduler to run with multiprocessing's spawn start method

2020-10-14 Thread GitBox
merrymercy edited a comment on pull request #6671: URL: https://github.com/apache/incubator-tvm/pull/6671#issuecomment-708845921 Autotvm uses a lot of python multiprocessing and I expect it will be much slower when using spawn. AutoTVM uses multiprocessing for feature extraction. So it ne

[GitHub] [incubator-tvm] merrymercy edited a comment on pull request #6671: [FIX,AUTOSCHEDULER] Fix auto_scheduler to run with multiprocessing's spawn start method

2020-10-14 Thread GitBox
merrymercy edited a comment on pull request #6671: URL: https://github.com/apache/incubator-tvm/pull/6671#issuecomment-708845921 Autotvm uses a lot of python multiprocessing and I expect it will be much slower when using spawn. AutoTVM uses multiprocessing for feature extraction. So it ne

[GitHub] [incubator-tvm] merrymercy edited a comment on pull request #6671: [FIX,AUTOSCHEDULER] Fix auto_scheduler to run with multiprocessing's spawn start method

2020-10-14 Thread GitBox
merrymercy edited a comment on pull request #6671: URL: https://github.com/apache/incubator-tvm/pull/6671#issuecomment-708845921 Autotvm uses a lot of python multiprocessing and I expect it will be much slower when using spawn. AutoTVM uses multiprocessing for feature extraction. So it ne

[GitHub] [incubator-tvm] merrymercy edited a comment on pull request #6671: [FIX,AUTOSCHEDULER] Fix auto_scheduler to run with multiprocessing's spawn start method

2020-10-14 Thread GitBox
merrymercy edited a comment on pull request #6671: URL: https://github.com/apache/incubator-tvm/pull/6671#issuecomment-708845921 Autotvm uses a lot of python multiprocessing and I expect it will be much slower when using spawn. AutoTVM uses multiprocessing for feature extraction. So it ne

[GitHub] [incubator-tvm] merrymercy edited a comment on pull request #6671: [FIX,AUTOSCHEDULER] Fix auto_scheduler to run with multiprocessing's spawn start method

2020-10-14 Thread GitBox
merrymercy edited a comment on pull request #6671: URL: https://github.com/apache/incubator-tvm/pull/6671#issuecomment-708845921 Autotvm uses a lot of python multiprocessing and I expect it will be much slower when using spawn. AutoTVM uses multiprocessing for feature extraction. So it ne

[GitHub] [incubator-tvm] masahi commented on pull request #6681: [Relay][Frontend][Onnx] Allow A to B broadcasting of batch_matmul and reverse strided slice

2020-10-14 Thread GitBox
masahi commented on pull request #6681: URL: https://github.com/apache/incubator-tvm/pull/6681#issuecomment-708878955 Thanks @jwfromm @mbrookhart This is an automated message from the Apache Git Service. To respond to the me

[GitHub] [incubator-tvm] masahi merged pull request #6681: [Relay][Frontend][Onnx] Allow A to B broadcasting of batch_matmul and reverse strided slice

2020-10-14 Thread GitBox
masahi merged pull request #6681: URL: https://github.com/apache/incubator-tvm/pull/6681 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 g

[incubator-tvm] branch main updated (8439f3e -> 9564925)

2020-10-14 Thread masahi
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/incubator-tvm.git. from 8439f3e [REFACTOR] util => utils for consistency in the project. (#6684) add 9564925 [Relay][Frontend][O

[incubator-tvm] branch ci-docker-staging updated: Disable Rust change for now

2020-10-14 Thread jroesch
This is an automated email from the ASF dual-hosted git repository. jroesch pushed a commit to branch ci-docker-staging in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git The following commit(s) were added to refs/heads/ci-docker-staging by this push: new d4e3f4d Disable R