[GitHub] [incubator-tvm] tqchen commented on issue #6878: Do not show meta data when printing TIR

2020-11-07 Thread GitBox
tqchen commented on issue #6878: URL: https://github.com/apache/incubator-tvm/issues/6878#issuecomment-723506521 I agree that for repr and str we should turn off the meta data since they are not strictly required This is an

[GitHub] [incubator-tvm] junrushao1994 commented on pull request #6880: [DOC] Improve the order of tutorials within a subsection

2020-11-07 Thread GitBox
junrushao1994 commented on pull request #6880: URL: https://github.com/apache/incubator-tvm/pull/6880#issuecomment-723520652 I am not an expert in Sphinx. Would you like to take a look? @zhiics @ZihengJiang This is an

[GitHub] [incubator-tvm] merrymercy commented on pull request #6882: [AutoScheduler] Tutorial on auto-scheduling a network for GPU

2020-11-07 Thread GitBox
merrymercy commented on pull request #6882: URL: https://github.com/apache/incubator-tvm/pull/6882#issuecomment-723535696 cc @jcf94 @FrozenGene @comaniac @tqchen @junrushao1994 This is an automated message from the Apache

[GitHub] [incubator-tvm] merrymercy opened a new pull request #6880: [DOC] Improve the order of tutorials within a subsection

2020-11-07 Thread GitBox
merrymercy opened a new pull request #6880: URL: https://github.com/apache/incubator-tvm/pull/6880 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] [incubator-tvm] merrymercy merged pull request #6879: [AutoScheduler] Register auto-scheduler to more ops

2020-11-07 Thread GitBox
merrymercy merged pull request #6879: URL: https://github.com/apache/incubator-tvm/pull/6879 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: register auto-scheduler to more ops (#6879)

2020-11-07 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 5bce73c register auto-scheduler to more

[GitHub] [incubator-tvm] vinx13 merged pull request #6714: More flexible conv2d_NCHWc_int8 generic operator.

2020-11-07 Thread GitBox
vinx13 merged pull request #6714: URL: https://github.com/apache/incubator-tvm/pull/6714 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

[incubator-tvm] branch main updated: More flexible conv2d_NCHWc_int8 generic operator. (#6714)

2020-11-07 Thread wuwei
This is an automated email from the ASF dual-hosted git repository. wuwei 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 5e9ddeb More flexible conv2d_NCHWc_int8

[GitHub] [incubator-tvm] merrymercy commented on pull request #6879: [AutoScheduler] Register auto-scheduler to more ops

2020-11-07 Thread GitBox
merrymercy commented on pull request #6879: URL: https://github.com/apache/incubator-tvm/pull/6879#issuecomment-723514958 @jcf94 @comaniac @FrozenGene This is an automated message from the Apache Git Service. To respond to

[GitHub] [incubator-tvm] merrymercy edited a comment on pull request #6879: [AutoScheduler] Register auto-scheduler to more ops

2020-11-07 Thread GitBox
merrymercy edited a comment on pull request #6879: URL: https://github.com/apache/incubator-tvm/pull/6879#issuecomment-723514958 @jcf94 @comaniac @FrozenGene @junrushao1994 This is an automated message from the Apache Git

[GitHub] [incubator-tvm] merrymercy opened a new pull request #6879: [AutoScheduler] Register auto-scheduler to more ops

2020-11-07 Thread GitBox
merrymercy opened a new pull request #6879: URL: https://github.com/apache/incubator-tvm/pull/6879 Register auto-scheduler as an implementation for conv2d, conv3d, and depthwise conv2d in NHWC and NCHW layout. This is an

[GitHub] [incubator-tvm] merrymercy opened a new pull request #6881: Do not show meta data when printing TIR

2020-11-07 Thread GitBox
merrymercy opened a new pull request #6881: URL: https://github.com/apache/incubator-tvm/pull/6881 fix #6878 This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub

[GitHub] [incubator-tvm] merrymercy opened a new pull request #6882: [AutoScheduler] Tutorial on auto-scheduling a network for GPU

2020-11-07 Thread GitBox
merrymercy opened a new pull request #6882: URL: https://github.com/apache/incubator-tvm/pull/6882 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] [incubator-tvm] merrymercy commented on issue #6878: Do not show meta data when printing TIR

2020-11-07 Thread GitBox
merrymercy commented on issue #6878: URL: https://github.com/apache/incubator-tvm/issues/6878#issuecomment-723521610 Fixed by #6881 This is an automated message from the Apache Git Service. To respond to the message, please

[GitHub] [incubator-tvm] merrymercy opened a new pull request #6876: [AutoScheduler] Add winograd support in tuning networks

2020-11-07 Thread GitBox
merrymercy opened a new pull request #6876: URL: https://github.com/apache/incubator-tvm/pull/6876 This PR adds the winograd support for NHWC layout. Now it is only enabled for GPU backend, but the CPU backend uses the same compute declaration. I will enable it in later PRs.

[GitHub] [incubator-tvm] merrymercy commented on a change in pull request #6842: [AutoScheduler] Make SearchTask and ComputeDAG serializable

2020-11-07 Thread GitBox
merrymercy commented on a change in pull request #6842: URL: https://github.com/apache/incubator-tvm/pull/6842#discussion_r519157759 ## File path: python/tvm/auto_scheduler/compute_dag.py ## @@ -182,3 +187,11 @@ def hash_key(self): str_key =

[GitHub] [incubator-tvm] merrymercy commented on a change in pull request #6842: [AutoScheduler] Make SearchTask and ComputeDAG serializable

2020-11-07 Thread GitBox
merrymercy commented on a change in pull request #6842: URL: https://github.com/apache/incubator-tvm/pull/6842#discussion_r519157759 ## File path: python/tvm/auto_scheduler/compute_dag.py ## @@ -182,3 +187,11 @@ def hash_key(self): str_key =

[GitHub] [incubator-tvm] merrymercy removed a comment on pull request #6876: [AutoScheduler] Add winograd support in tuning networks

2020-11-07 Thread GitBox
merrymercy removed a comment on pull request #6876: URL: https://github.com/apache/incubator-tvm/pull/6876#issuecomment-723422833 @jcf94 @FrozenGene @comaniac This is an automated message from the Apache Git Service. To

[GitHub] [incubator-tvm] merrymercy removed a comment on pull request #6876: [AutoScheduler] Add winograd support in tuning networks

2020-11-07 Thread GitBox
merrymercy removed a comment on pull request #6876: URL: https://github.com/apache/incubator-tvm/pull/6876#issuecomment-723424316 replaced by #6877 This is an automated message from the Apache Git Service. To respond to the

[GitHub] [incubator-tvm] t-vi commented on pull request #6865: Update search for bitcode files for rocm 3.9

2020-11-07 Thread GitBox
t-vi commented on pull request #6865: URL: https://github.com/apache/incubator-tvm/pull/6865#issuecomment-723426822 Thank you @masahi and @jroesch and @areusch! This is an automated message from the Apache Git Service. To

[GitHub] [incubator-tvm] cbalint13 commented on pull request #6714: More flexible conv2d_NCHWc_int8 generic operator.

2020-11-07 Thread GitBox
cbalint13 commented on pull request #6714: URL: https://github.com/apache/incubator-tvm/pull/6714#issuecomment-723428828 > @cbalint13 could you try restarting the CI? @vinx13 , done, passed. Thank You ! This is

[GitHub] [incubator-tvm] merrymercy closed pull request #6876: [AutoScheduler] Add winograd support in tuning networks

2020-11-07 Thread GitBox
merrymercy closed pull request #6876: URL: https://github.com/apache/incubator-tvm/pull/6876 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] [incubator-tvm] yigo3000 opened a new pull request #6875: Fix the path of .a

2020-11-07 Thread GitBox
yigo3000 opened a new pull request #6875: URL: https://github.com/apache/incubator-tvm/pull/6875 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

[GitHub] [incubator-tvm] merrymercy commented on pull request #6876: [AutoScheduler] Add winograd support in tuning networks

2020-11-07 Thread GitBox
merrymercy commented on pull request #6876: URL: https://github.com/apache/incubator-tvm/pull/6876#issuecomment-723422833 @jcf94 @FrozenGene @comaniac This is an automated message from the Apache Git Service. To respond to

[GitHub] [incubator-tvm] merrymercy commented on pull request #6876: [AutoScheduler] Add winograd support in tuning networks

2020-11-07 Thread GitBox
merrymercy commented on pull request #6876: URL: https://github.com/apache/incubator-tvm/pull/6876#issuecomment-723424316 replaced by #6877 This is an automated message from the Apache Git Service. To respond to the message,

[GitHub] [incubator-tvm] merrymercy opened a new pull request #6877: [AutoScheduler] Add winograd support in tuning networks

2020-11-07 Thread GitBox
merrymercy opened a new pull request #6877: URL: https://github.com/apache/incubator-tvm/pull/6877 This PR adds the Winograd support for NHWC layout. Now it is only enabled for GPU backend, but the CPU backend uses the same compute declaration. I will enable it in later PRs.

[GitHub] [incubator-tvm] tqchen merged pull request #6873: [COMMUNITY] New committer -- @mbaret

2020-11-07 Thread GitBox
tqchen merged pull request #6873: URL: https://github.com/apache/incubator-tvm/pull/6873 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

[incubator-tvm] branch main updated: [COMMUNITY] New committer -- @mbaret (#6873)

2020-11-07 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 4390010 [COMMUNITY] New committer --

[GitHub] [incubator-tvm] trevor-m commented on a change in pull request #6872: [BYOC][TRT] Allocate GPU data buffers and transfer data when needed

2020-11-07 Thread GitBox
trevor-m commented on a change in pull request #6872: URL: https://github.com/apache/incubator-tvm/pull/6872#discussion_r519196129 ## File path: src/runtime/contrib/tensorrt/tensorrt_runtime.cc ## @@ -106,9 +104,11 @@ class TensorRTRuntime : public JSONRuntimeBase { #ifdef

[incubator-tvm] branch main updated: [AutoScheduler] Make SearchTask and ComputeDAG serializable (#6842)

2020-11-07 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 12582fd [AutoScheduler] Make SearchTask

[GitHub] [incubator-tvm] merrymercy merged pull request #6842: [AutoScheduler] Make SearchTask and ComputeDAG serializable

2020-11-07 Thread GitBox
merrymercy merged pull request #6842: URL: https://github.com/apache/incubator-tvm/pull/6842 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] [incubator-tvm] comaniac commented on a change in pull request #6842: [AutoScheduler] Make SearchTask and ComputeDAG serializable

2020-11-07 Thread GitBox
comaniac commented on a change in pull request #6842: URL: https://github.com/apache/incubator-tvm/pull/6842#discussion_r519199787 ## File path: python/tvm/auto_scheduler/compute_dag.py ## @@ -182,3 +187,11 @@ def hash_key(self): str_key =

[GitHub] [incubator-tvm] comaniac commented on a change in pull request #6842: [AutoScheduler] Make SearchTask and ComputeDAG serializable

2020-11-07 Thread GitBox
comaniac commented on a change in pull request #6842: URL: https://github.com/apache/incubator-tvm/pull/6842#discussion_r519199787 ## File path: python/tvm/auto_scheduler/compute_dag.py ## @@ -182,3 +187,11 @@ def hash_key(self): str_key =

[GitHub] [incubator-tvm] comaniac commented on a change in pull request #6842: [AutoScheduler] Make SearchTask and ComputeDAG serializable

2020-11-07 Thread GitBox
comaniac commented on a change in pull request #6842: URL: https://github.com/apache/incubator-tvm/pull/6842#discussion_r519199787 ## File path: python/tvm/auto_scheduler/compute_dag.py ## @@ -182,3 +187,11 @@ def hash_key(self): str_key =

[GitHub] [incubator-tvm] merrymercy opened a new issue #6878: Disable meta data when printing TIR

2020-11-07 Thread GitBox
merrymercy opened a new issue #6878: URL: https://github.com/apache/incubator-tvm/issues/6878 Recently I found TVM will print meta when I do ``` print(tvm.lower(s, [A, B, C], simple_mode=True)) ``` Here is an example output in the tutorial website

[GitHub] [incubator-tvm] junrushao1994 commented on issue #6878: Do not show meta data when printing TIR

2020-11-07 Thread GitBox
junrushao1994 commented on issue #6878: URL: https://github.com/apache/incubator-tvm/issues/6878#issuecomment-723490419 You may slightly these lines: https://github.com/apache/incubator-tvm/blob/main/python/tvm/ir/module.py#L253-L258, adding `show_meta_data=False` to `self.astext`

[GitHub] [incubator-tvm] junrushao1994 commented on issue #6878: Do not show meta data when printing TIR

2020-11-07 Thread GitBox
junrushao1994 commented on issue #6878: URL: https://github.com/apache/incubator-tvm/issues/6878#issuecomment-723490592 @jroesch shall we turn off the `show_meta_data` in `IRModule.__str__` and `IRModule.__repr__`? If so, @merrymercy would you mind send a PR?

[GitHub] [incubator-tvm] comaniac merged pull request #6872: [BYOC][TRT] Allocate GPU data buffers and transfer data when needed

2020-11-07 Thread GitBox
comaniac merged pull request #6872: URL: https://github.com/apache/incubator-tvm/pull/6872 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: [BYOC][TRT] Allocate GPU data buffers and transfer data when needed (#6872)

2020-11-07 Thread comaniac
This is an automated email from the ASF dual-hosted git repository. comaniac 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 c6cf58f [BYOC][TRT] Allocate GPU data

[GitHub] [incubator-tvm] comaniac commented on pull request #6872: [BYOC][TRT] Allocate GPU data buffers and transfer data when needed

2020-11-07 Thread GitBox
comaniac commented on pull request #6872: URL: https://github.com/apache/incubator-tvm/pull/6872#issuecomment-723494809 Thanks @trevor-m @zhiics This is an automated message from the Apache Git Service. To respond to the