Hzfengsy opened a new pull request #9747:
URL: https://github.com/apache/tvm/pull/9747
Fix a small bug in `require_subtree_compact_dataflow`
Co-authored-by: Bohan Hou <32121147+spectrometer...@users.noreply.github.com>
Co-authored-by: Hongyi Jin <3231950...@qq.com>
masahi opened a new pull request #9746:
URL: https://github.com/apache/tvm/pull/9746
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 from
jroesch commented on pull request #9529:
URL: https://github.com/apache/tvm/pull/9529#issuecomment-994372946
ping @leandron
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jroesch commented on a change in pull request #9723:
URL: https://github.com/apache/tvm/pull/9723#discussion_r769291698
##
File path: src/printer/relay_text_printer.cc
##
@@ -389,12 +389,21 @@ Doc RelayTextPrinter::VisitExpr_(const TupleNode* op) {
if (op->fields.size() ==
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jroesch 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 e7b5d2d [Relay] Support large constants saved/loaded
jroesch merged pull request #9734:
URL: https://github.com/apache/tvm/pull/9734
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syfeng 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 ecc2e56 [TIR][Schedule] Analysis functions to check
Hzfengsy merged pull request #9743:
URL: https://github.com/apache/tvm/pull/9743
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syfeng pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from dd42ef2 [CUTLASS] Add conv2d profiler (#9737)
add 5d47eff [TIR] Add 'global_symbol' and 'tir.noalias' as default
Hzfengsy merged pull request #9744:
URL: https://github.com/apache/tvm/pull/9744
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masahi pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from 21abb6e Fix for tvm.build()'s name warning (#9678)
add dd42ef2 [CUTLASS] Add conv2d profiler (#9737)
No new
masahi merged pull request #9737:
URL: https://github.com/apache/tvm/pull/9737
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masahi commented on pull request #9724:
URL: https://github.com/apache/tvm/pull/9724#issuecomment-994255628
CI had a problem, please kick a new job.
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ccjoechou commented on pull request #9730:
URL: https://github.com/apache/tvm/pull/9730#issuecomment-994210222
Hello @jroesch,
After done more self-discovery from reviewing other BYOC code files and
CMake setup files, I think now I am aware of that, in the Mrvl.cmake file, the
source
junrushao1994 commented on pull request #9738:
URL: https://github.com/apache/tvm/pull/9738#issuecomment-994192685
For context, this primitive is only used in one of our rule
Cross-Thread-Reduction. Welcome everyone to review! CC: @Lunderberg @csullivan
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MasterJH5574 commented on a change in pull request #9738:
URL: https://github.com/apache/tvm/pull/9738#discussion_r769165528
##
File path: src/tir/schedule/analysis.h
##
@@ -393,6 +393,10 @@
std::vector> GetReducerGetters()
bool FromIdentityCombiner(const PrimExpr& identity,
MasterJH5574 commented on a change in pull request #9738:
URL: https://github.com/apache/tvm/pull/9738#discussion_r769151080
##
File path: src/tir/schedule/primitive/block_annotate.cc
##
@@ -16,6 +16,9 @@
* specific language governing permissions and limitations
* under
junrushao1994 commented on a change in pull request #9738:
URL: https://github.com/apache/tvm/pull/9738#discussion_r769150263
##
File path: src/tir/schedule/primitive/block_annotate.cc
##
@@ -16,6 +16,9 @@
* specific language governing permissions and limitations
* under
MasterJH5574 commented on a change in pull request #9738:
URL: https://github.com/apache/tvm/pull/9738#discussion_r769148372
##
File path: src/tir/schedule/primitive/block_annotate.cc
##
@@ -16,6 +16,9 @@
* specific language governing permissions and limitations
* under
mbs-octoml commented on pull request #9745:
URL: https://github.com/apache/tvm/pull/9745#issuecomment-994115469
@comaniac might as well put this in.
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mbs-octoml opened a new pull request #9745:
URL: https://github.com/apache/tvm/pull/9745
This is CORE-135 from the forums, which suggested structural equality
was deeply broken. But unable to repro. No harm including unit test.
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junrushao1994 commented on pull request #9527:
URL: https://github.com/apache/tvm/pull/9527#issuecomment-994109980
CC @Hzfengsy
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junrushao1994 commented on pull request #9699:
URL: https://github.com/apache/tvm/pull/9699#issuecomment-994109651
Ping @spectrometerHBH
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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 21abb6e Fix for tvm.build()'s name warning (#9678)
junrushao1994 commented on pull request #9602:
URL: https://github.com/apache/tvm/pull/9602#issuecomment-994109325
Thank you so much @wrongtest!
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junrushao1994 merged pull request #9678:
URL: https://github.com/apache/tvm/pull/9678
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junrushao1994 commented on pull request #9678:
URL: https://github.com/apache/tvm/pull/9678#issuecomment-994109149
Sorry for the late reply! was a bit swamped last week.
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junrushao1994 commented on issue #9567:
URL: https://github.com/apache/tvm/issues/9567#issuecomment-994107868
@ZQPei Sorry for the late reply! That will be very helpful if we could
potentially unify these environment variables. Please send an RFC and I'm more
than happy to help!
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junrushao1994 commented on a change in pull request #9743:
URL: https://github.com/apache/tvm/pull/9743#discussion_r769088046
##
File path: src/tir/schedule/primitive/compute_at.cc
##
@@ -501,29 +503,59 @@ void ComputeAtOrReverseComputeAtImpl(ScheduleState self,
const
junrushao1994 commented on pull request #9744:
URL: https://github.com/apache/tvm/pull/9744#issuecomment-994091595
This is a trivial improvement over @Hzfengsy's TE-to-TIR bridge. CC
@Lunderberg @mikepapadim
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comaniac commented on a change in pull request #9743:
URL: https://github.com/apache/tvm/pull/9743#discussion_r769076960
##
File path: src/tir/schedule/primitive/compute_inline.cc
##
@@ -550,17 +567,32 @@ void ComputeInline(ScheduleState self, const StmtSRef&
vinx13 opened a new pull request #9744:
URL: https://github.com/apache/tvm/pull/9744
This PR adds `global_symbol` and `tir.noalias` as default attributes of
PrimFunc from TIR.
Co-authored-by: Siyuan Feng
Co-authored-by: Bohan Hou
masahi commented on a change in pull request #9737:
URL: https://github.com/apache/tvm/pull/9737#discussion_r769075265
##
File path: python/tvm/contrib/cutlass/gen_conv2d.py
##
@@ -121,27 +131,67 @@ def get_default(self, out_dtype):
data_type =
junrushao1994 commented on pull request #9742:
URL: https://github.com/apache/tvm/pull/9742#issuecomment-994073515
This PR introduces two very simple schedule primitives: Annotate and
Unannotate, which adds or removes block or loop attributes. CC: @mbs-octoml
@jroesch @shingjan @YuchenJin
junrushao1994 commented on pull request #9743:
URL: https://github.com/apache/tvm/pull/9743#issuecomment-994063993
CC: @comaniac @jcf94 @wrongtest @Hzfengsy @csullivan
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comaniac commented on a change in pull request #9737:
URL: https://github.com/apache/tvm/pull/9737#discussion_r769071320
##
File path: python/tvm/contrib/cutlass/gen_conv2d.py
##
@@ -121,27 +131,67 @@ def get_default(self, out_dtype):
data_type =
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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 7279c9d [CI] Hotfix Jenkinsfile (#9739)
7279c9d is
tqchen merged pull request #9739:
URL: https://github.com/apache/tvm/pull/9739
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vinx13 commented on a change in pull request #9727:
URL: https://github.com/apache/tvm/pull/9727#discussion_r768136729
##
File path: src/tir/ir/index_map.cc
##
@@ -0,0 +1,153 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license
junrushao1994 commented on a change in pull request #9738:
URL: https://github.com/apache/tvm/pull/9738#discussion_r769046705
##
File path: src/tir/schedule/primitive/block_annotate.cc
##
@@ -16,6 +16,9 @@
* specific language governing permissions and limitations
* under
junrushao1994 commented on a change in pull request #9738:
URL: https://github.com/apache/tvm/pull/9738#discussion_r769040804
##
File path: src/tir/schedule/analysis.h
##
@@ -393,6 +393,10 @@
std::vector> GetReducerGetters()
bool FromIdentityCombiner(const PrimExpr&
masahi commented on a change in pull request #9737:
URL: https://github.com/apache/tvm/pull/9737#discussion_r769040090
##
File path: python/tvm/contrib/cutlass/gen_conv2d.py
##
@@ -121,27 +131,70 @@ def get_default(self, out_dtype):
data_type =
comaniac commented on a change in pull request #9737:
URL: https://github.com/apache/tvm/pull/9737#discussion_r769005791
##
File path: python/tvm/contrib/cutlass/gen_conv2d.py
##
@@ -121,27 +131,70 @@ def get_default(self, out_dtype):
data_type =
vinx13 opened a new pull request #9743:
URL: https://github.com/apache/tvm/pull/9743
…pute_inline is allowed
Co-authored-by: Siyuan Feng
Co-authored-by: Bohan Hou <32121147+spectrometer...@users.noreply.github.com>
Co-authored-by: Hongyi Jin <3231950...@qq.com>
tkonolige commented on a change in pull request #9737:
URL: https://github.com/apache/tvm/pull/9737#discussion_r768999703
##
File path: python/tvm/contrib/cutlass/conv2d_profiler.py
##
@@ -0,0 +1,163 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more
vinx13 opened a new pull request #9742:
URL: https://github.com/apache/tvm/pull/9742
Co-authored-by: Siyuan Feng
Co-authored-by: Bohan Hou <32121147+spectrometer...@users.noreply.github.com>
Co-authored-by: Hongyi Jin <3231950...@qq.com>
Co-authored-by: Ruihang Lai
masahi edited a comment on pull request #9737:
URL: https://github.com/apache/tvm/pull/9737#issuecomment-993909962
> @masahi Maybe the reason why the TVM script takes so long is that you are
doing 100 iterations per benchmark where as the cutlass script is only doing 20?
I believe
masahi commented on pull request #9737:
URL: https://github.com/apache/tvm/pull/9737#issuecomment-993909962
> @masahi Maybe the reason why the TVM script takes so long is that you are
doing 100 iterations per benchmark where as the cutlass script is only doing 20?
I believe
ryanstout edited a comment on issue #5580:
URL: https://github.com/apache/tvm/issues/5580#issuecomment-993908033
@areusch did you figure this out, I'm seeing the same issue. I'm doing a
lookup at one point:
```
out = lut[x.long()]
```
Were you doing something similar?
ryanstout commented on issue #5580:
URL: https://github.com/apache/tvm/issues/5580#issuecomment-993908033
@areusch did you figure this out, I'm seeing the same issue. I'm doing a
lookup at one point:
```
out = lut[x.long()]
```
Were you doing something similar? (my onnx
masahi commented on a change in pull request #9737:
URL: https://github.com/apache/tvm/pull/9737#discussion_r768971377
##
File path: python/tvm/contrib/cutlass/conv2d_profiler.py
##
@@ -0,0 +1,163 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more
masahi commented on a change in pull request #9737:
URL: https://github.com/apache/tvm/pull/9737#discussion_r768970900
##
File path: python/tvm/contrib/cutlass/conv2d_profiler.py
##
@@ -0,0 +1,163 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more
masahi commented on a change in pull request #9737:
URL: https://github.com/apache/tvm/pull/9737#discussion_r768968554
##
File path: python/tvm/contrib/cutlass/conv2d_profiler.py
##
@@ -0,0 +1,163 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more
masahi commented on a change in pull request #9737:
URL: https://github.com/apache/tvm/pull/9737#discussion_r768961263
##
File path: python/tvm/contrib/cutlass/conv2d_profiler.py
##
@@ -0,0 +1,163 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more
mbs-octoml commented on a change in pull request #9727:
URL: https://github.com/apache/tvm/pull/9727#discussion_r768910010
##
File path: include/tvm/te/schedule.h
##
@@ -466,9 +498,27 @@ class StageNode : public Object {
* while origin_op remains fixed.
*/
masahi commented on a change in pull request #9737:
URL: https://github.com/apache/tvm/pull/9737#discussion_r768960030
##
File path: python/tvm/relay/op/strategy/cuda.py
##
@@ -324,7 +324,10 @@ def conv2d_strategy_cuda(attrs, inputs, out_type, target):
manupa-arm commented on issue #9741:
URL: https://github.com/apache/tvm/issues/9741#issuecomment-993867843
cc : @leandron @areusch @tqchen @mbs-octoml @grant-arm
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manupa-arm opened a new issue #9741:
URL: https://github.com/apache/tvm/issues/9741
Where ?
https://ci.tlcpack.ai/job/docker-images-ci/job/daily-docker-image-validate/45/
calls another Job that shows the issue:
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mbrookhart pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from ceec0fc [microNPU] Update Arm(R) Ethos(TM)-U55 NPU demo README (#9725)
add fb99383 [Relay] Re-run PlanDevices
mbrookhart merged pull request #9613:
URL: https://github.com/apache/tvm/pull/9613
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mbrookhart commented on pull request #9613:
URL: https://github.com/apache/tvm/pull/9613#issuecomment-993851060
Thanks @mbs-octoml @jroesch
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tkonolige commented on pull request #9737:
URL: https://github.com/apache/tvm/pull/9737#issuecomment-993839104
@masahi Maybe the reason why the TVM script takes so long is that you are
doing 100 iterations per benchmark where as the cutlass script is only doing
20? Also the TVM script is
tkonolige commented on a change in pull request #9737:
URL: https://github.com/apache/tvm/pull/9737#discussion_r768913178
##
File path: python/tvm/contrib/cutlass/conv2d_profiler.py
##
@@ -0,0 +1,163 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more
mehrdadh commented on a change in pull request #9697:
URL: https://github.com/apache/tvm/pull/9697#discussion_r766992034
##
File path: tests/python/relay/aot/test_cpp_aot.py
##
@@ -0,0 +1,88 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more
manupa-arm commented on pull request #9565:
URL: https://github.com/apache/tvm/pull/9565#issuecomment-993831166
@mbs-octoml @ekalda @lhutton1 @mbaret for reviews.
The CI is broken for various other reasons.
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vinx13 commented on pull request #39:
URL: https://github.com/apache/tvm-rfcs/pull/39#issuecomment-993828128
@wrongtest I'm working on the TensorIR side and have a draft version of
`transform_layout`. The current implementation is
```void TransformLayout(ScheduleState self, const
junrushao1994 edited a comment on pull request #9729:
URL: https://github.com/apache/tvm/pull/9729#issuecomment-993208836
Thank you everyone for raising the PR and providing important context on
this PR! I really appreciate that we come together and discuss about
architectural changes.
mbs-octoml commented on pull request #9739:
URL: https://github.com/apache/tvm/pull/9739#issuecomment-993816026
Thanks @driazati , no worries about the break, all for The Greater Good.
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mbs-octoml commented on a change in pull request #9723:
URL: https://github.com/apache/tvm/pull/9723#discussion_r768889160
##
File path: python/tvm/relay/frontend/common.py
##
@@ -954,3 +955,53 @@ def try_resolve_var_to_const(x, graph_params):
return _op.const(value,
areusch commented on issue #9705:
URL: https://github.com/apache/tvm/issues/9705#issuecomment-993806967
from Noah:
- docker prune script on static nodes (which I have running as a cron job)
doesn't pass the 'volumes' flag
- manually fixed 5 nodes which were full (think 246 was one of
junrushao1994 edited a comment on pull request #9729:
URL: https://github.com/apache/tvm/pull/9729#issuecomment-993208836
Thank you everyone for raising the PR and providing important context on
this PR! I really appreciate that we come together and discuss about
architectural changes.
junrushao1994 commented on issue #9714:
URL: https://github.com/apache/tvm/issues/9714#issuecomment-993797839
CC @Hzfengsy
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junrushao1994 edited a comment on pull request #9729:
URL: https://github.com/apache/tvm/pull/9729#issuecomment-993208836
Thank you everyone for raising the PR and providing important context on
this PR! I really appreciate that we come together and discuss architectural
changes. These
junrushao1994 edited a comment on pull request #9729:
URL: https://github.com/apache/tvm/pull/9729#issuecomment-993208836
Thank you everyone for raising the PR and providing important context on
this PR! I really appreciate that we come together and discuss architectural
changes. These
leandron merged pull request #9725:
URL: https://github.com/apache/tvm/pull/9725
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leandron pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from af869bc Merge Java unittests into GPU unittests (#9732)
add ceec0fc [microNPU] Update Arm(R) Ethos(TM)-U55 NPU
u99127 commented on issue #9703:
URL: https://github.com/apache/tvm/issues/9703#issuecomment-993729017
I'd suggest python 3.8 as that seems to be the best bet for reasons as you
suggest.
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grant-arm commented on a change in pull request #9725:
URL: https://github.com/apache/tvm/pull/9725#discussion_r768840580
##
File path: apps/microtvm/ethosu/README.md
##
@@ -43,6 +43,10 @@ If the demo is not run in the ci_cpu Docker container, then
you will need the fo
You
junrushao1994 commented on pull request #9739:
URL: https://github.com/apache/tvm/pull/9739#issuecomment-993709359
Yeah the recent jenkins change brought a lot of cool features that we all
like a lot. Not sure why this regression is introduced, but will be great if we
could follow the
tqchen opened a new pull request #9739:
URL: https://github.com/apache/tvm/pull/9739
Due to the current setup jenkins file changes needs to go through docker
staging branch
cc @driazati @areusch
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tqchen pushed a commit to branch ci-docker-staging
in repository https://gitbox.apache.org/repos/asf/tvm.git
commit f960ab074044e04e7bf3bcfe27b74497ec5a967c
Author: tqchen
AuthorDate: Tue Dec 14 10:52:50 2021 -0500
[CI]
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tqchen pushed a change to branch ci-docker-staging
in repository https://gitbox.apache.org/repos/asf/tvm.git.
omit 0710915 Add test for [skip ci] in commit but not PR title
omit 1c3b526 Fix test case
omit 70a9bcd
MasterJH5574 commented on a change in pull request #9738:
URL: https://github.com/apache/tvm/pull/9738#discussion_r768776048
##
File path: src/tir/schedule/primitive/block_annotate.cc
##
@@ -233,14 +238,139 @@ class StorageAlignInvalidAnnotationError : public
ScheduleError {
MasterJH5574 commented on a change in pull request #9738:
URL: https://github.com/apache/tvm/pull/9738#discussion_r768729478
##
File path: src/tir/schedule/primitive/block_annotate.cc
##
@@ -16,6 +16,9 @@
* specific language governing permissions and limitations
* under
d-smirnov commented on a change in pull request #9704:
URL: https://github.com/apache/tvm/pull/9704#discussion_r768721244
##
File path: src/tir/usmp/algo/hill_climb.cc
##
@@ -0,0 +1,356 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more
d-smirnov commented on a change in pull request #9704:
URL: https://github.com/apache/tvm/pull/9704#discussion_r768698542
##
File path: src/tir/usmp/algo/hill_climb.cc
##
@@ -0,0 +1,356 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more
Hzfengsy commented on a change in pull request #9738:
URL: https://github.com/apache/tvm/pull/9738#discussion_r768682378
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* specific language governing permissions and limitations
* under the
d-smirnov commented on a change in pull request #9704:
URL: https://github.com/apache/tvm/pull/9704#discussion_r768686617
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+# Licensed to the Apache Software Foundation (ASF) under one
+#
d-smirnov commented on a change in pull request #9704:
URL: https://github.com/apache/tvm/pull/9704#discussion_r768685234
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+# Licensed to the Apache Software Foundation (ASF) under one
+#
d-smirnov commented on a change in pull request #9704:
URL: https://github.com/apache/tvm/pull/9704#discussion_r768640273
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+# Licensed to the Apache Software Foundation (ASF) under one
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d-smirnov commented on a change in pull request #9704:
URL: https://github.com/apache/tvm/pull/9704#discussion_r768639871
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+# Licensed to the Apache Software Foundation (ASF) under one
+#
d-smirnov commented on a change in pull request #9704:
URL: https://github.com/apache/tvm/pull/9704#discussion_r768639434
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+# Licensed to the Apache Software Foundation (ASF) under one
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manupa-arm commented on pull request #8509:
URL: https://github.com/apache/tvm/pull/8509#issuecomment-993484242
@d-smirnov , Since this is a follow up PR (thus, cannot be merged before the
dependent one is merged), shall we put this to draft for now ?
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manupa-arm commented on pull request #9704:
URL: https://github.com/apache/tvm/pull/9704#issuecomment-993475422
Should we merge the testing here into
https://github.com/apache/tvm/blob/af869bc79cecdc18371862524ea241803dc78c7a/tests/python/unittest/test_tir_usmp_algo.py
?
By doing
manupa-arm commented on a change in pull request #9704:
URL: https://github.com/apache/tvm/pull/9704#discussion_r768598115
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+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more
MasterJH5574 opened a new pull request #9738:
URL: https://github.com/apache/tvm/pull/9738
This PR introduces "SetScope", a schedule primitive which helps update the
storage scope of a buffer.
cc @Hzfengsy @junrushao1994
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This is an automated message from the Apache Git
manupa-arm commented on a change in pull request #9704:
URL: https://github.com/apache/tvm/pull/9704#discussion_r768587455
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+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more
d-smirnov commented on a change in pull request #9704:
URL: https://github.com/apache/tvm/pull/9704#discussion_r768581660
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+# Licensed to the Apache Software Foundation (ASF) under one
+#
d-smirnov commented on a change in pull request #9704:
URL: https://github.com/apache/tvm/pull/9704#discussion_r768573871
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+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more
d-smirnov commented on a change in pull request #9704:
URL: https://github.com/apache/tvm/pull/9704#discussion_r768558039
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+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more
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