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dynamic shape functions (#11619)
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from 53d163c968 [TIR, CUDA] Add pass to replace global to shared memory
copy with cp.async (#11658)
add ec2
Kathryn-cat commented on code in PR #11641:
URL: https://github.com/apache/tvm/pull/11641#discussion_r894179127
##
src/meta_schedule/search_strategy/evolutionary_search.cc:
##
@@ -719,9 +719,36 @@ class EvolutionarySearch : public SearchStrategy {
Kathryn-cat commented on code in PR #11641:
URL: https://github.com/apache/tvm/pull/11641#discussion_r894176501
##
src/meta_schedule/search_strategy/evolutionary_search.cc:
##
@@ -719,9 +719,36 @@ class EvolutionarySearch : public SearchStrategy {
zxybazh commented on code in PR #11486:
URL: https://github.com/apache/tvm/pull/11486#discussion_r894172987
##
python/tvm/meta_schedule/profiler.py:
##
@@ -0,0 +1,72 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements. See
zxybazh commented on code in PR #11486:
URL: https://github.com/apache/tvm/pull/11486#discussion_r894169863
##
src/meta_schedule/profiler.cc:
##
@@ -0,0 +1,114 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements. See
junrushao1994 commented on code in PR #11486:
URL: https://github.com/apache/tvm/pull/11486#discussion_r894168789
##
src/meta_schedule/profiler.cc:
##
@@ -0,0 +1,114 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.
zxybazh commented on code in PR #11486:
URL: https://github.com/apache/tvm/pull/11486#discussion_r894169158
##
src/meta_schedule/profiler.cc:
##
@@ -0,0 +1,114 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements. See
junrushao1994 commented on code in PR #11486:
URL: https://github.com/apache/tvm/pull/11486#discussion_r894168222
##
python/tvm/meta_schedule/profiler.py:
##
@@ -0,0 +1,72 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.
quic-sanirudh commented on PR #11607:
URL: https://github.com/apache/tvm/pull/11607#issuecomment-1151963696
> (sorry was out yesterday so I missed these), rebased and pushed so it
should have the new fix (Jenkins will only load the `Jenkinsfile` from certain
trusted forked repositories whic
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from ec24ae60a0 [BYOC] RelayToTIR custom codegen passes can still depend on
dynamic shape functions (#11619)
add 6fca5c
junrushao1994 merged PR #11622:
URL: https://github.com/apache/tvm/pull/11622
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wzh99 opened a new issue, #11664:
URL: https://github.com/apache/tvm/issues/11664
### Expected behavior
The following Relay source program should be successfully parsed:
```
#[version = "0.0.5"]
def @main(%x: Tensor[(1, 4, 8, 8, 8), float32], %w: Tensor[(2, 2, 1, 1, 1),
f
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new ec24ae60a0 [BYOC] RelayToTIR custom codegen passes can
masahi merged PR #11619:
URL: https://github.com/apache/tvm/pull/11619
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from 832856d109 [CRT runtime] Added functions TVMPlatformBeforeMeasurement
and TVMPlatformAfterMeasurement (#112
junrushao1994 commented on code in PR #11486:
URL: https://github.com/apache/tvm/pull/11486#discussion_r894130298
##
src/meta_schedule/profiler.cc:
##
@@ -0,0 +1,114 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.
zxybazh commented on code in PR #11486:
URL: https://github.com/apache/tvm/pull/11486#discussion_r894127242
##
src/meta_schedule/profiler.cc:
##
@@ -0,0 +1,114 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements. See
zxybazh commented on code in PR #11486:
URL: https://github.com/apache/tvm/pull/11486#discussion_r894126790
##
python/tvm/meta_schedule/profiler.py:
##
@@ -0,0 +1,72 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements. See
junrushao1994 commented on code in PR #11486:
URL: https://github.com/apache/tvm/pull/11486#discussion_r894125469
##
python/tvm/meta_schedule/profiler.py:
##
@@ -0,0 +1,72 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.
junrushao1994 commented on code in PR #11486:
URL: https://github.com/apache/tvm/pull/11486#discussion_r894124873
##
src/meta_schedule/profiler.cc:
##
@@ -0,0 +1,114 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.
zhuwenxi commented on code in PR #11326:
URL: https://github.com/apache/tvm/pull/11326#discussion_r894124646
##
src/runtime/contrib/libxsmm/libxsmm_json_runtime.cc:
##
@@ -0,0 +1,192 @@
+#include
+#include
+#include
+#include
+
+#include "../json/json_node.h"
+#include "../j
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from fe299d7688 [TVMSCRIPT] Improve tvmscript type hints (#11654)
add 832856d109 [CRT runtime] Added functio
billishyahao commented on PR #11513:
URL: https://github.com/apache/tvm/pull/11513#issuecomment-1151878485
> > > @billishyahao I remember that you introduced a mechanism to query
optimal layout and alter op layout before the graph is consumed by DNNL, just
like we do for `Conv`. Did you can
zhuwenxi commented on code in PR #11326:
URL: https://github.com/apache/tvm/pull/11326#discussion_r894111877
##
src/runtime/contrib/libxsmm/libxsmm_json_runtime.cc:
##
@@ -0,0 +1,191 @@
+#include
+#include
+#include
+#include
+
+#include "../json/json_node.h"
+#include "../j
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from fc8fdae612 adding vvchernov to contributors file (#11649)
add 60e7eb5e52 [COMMUNITY] Alexander Peskov -
sunjiweiswift commented on code in PR #11448:
URL: https://github.com/apache/tvm/pull/11448#discussion_r894103170
##
src/runtime/thread_pool.cc:
##
@@ -116,9 +115,16 @@ class ParallelLauncher {
num_pending_.fetch_sub(1);
par_errors_[task_id] = TVMGetLastError();
h
junrushao1994 commented on PR #74:
URL: https://github.com/apache/tvm-rfcs/pull/74#issuecomment-1151836608
Thanks @areusch for your response!
> if TVMScript is a core way in which TIR is used, I'd argue we should treat
them conceptually as joined (e.g. TVMScript as the recommended rou
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The following commit(s) were added to refs/heads/main by this push:
new 53d163c968 [TIR, CUDA] Add pass to replace global to sha
vinx13 merged PR #11658:
URL: https://github.com/apache/tvm/pull/11658
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Hzfengsy commented on PR #11589:
URL: https://github.com/apache/tvm/pull/11589#issuecomment-1151828407
Thanks for the reminder of @junrushao1994. And I'm sorry for bringing
ambiguity to @csullivan. I will change the `Changes requested` into `Approve`
and we can merge it if we want.
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junrushao1994 commented on PR #11639:
URL: https://github.com/apache/tvm/pull/11639#issuecomment-1151824776
Thanks a lot!! Having tuple reduction in TIR is definitely one of my top
priority! Need some time to recharge this week and will review next week!
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junrushao1994 commented on PR #11662:
URL: https://github.com/apache/tvm/pull/11662#issuecomment-1151823663
Thanks @mbs-octoml for taking the swift action!
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from 832856d109 [CRT runtime] Added functions TVMPlatformBeforeMeasurement
and TVMPlatformAfterMeasurement (#11244)
add
junrushao1994 merged PR #11662:
URL: https://github.com/apache/tvm/pull/11662
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yangulei commented on PR #11513:
URL: https://github.com/apache/tvm/pull/11513#issuecomment-1151816193
> > @billishyahao I remember that you introduced a mechanism to query
optimal layout and alter op layout before the graph is consumed by DNNL, just
like we do for `Conv`. Did you cancel th
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from 3a0b7c26b1 [Hexagon] Fix gtest flag in apps/hexagon_api/CMakeLists.txt
(#11652)
add d03633f366 [microT
AndrewZhaoLuo commented on PR #11663:
URL: https://github.com/apache/tvm/pull/11663#issuecomment-1151797889
cc @driazati @jwfromm
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AndrewZhaoLuo opened a new pull request, #11663:
URL: https://github.com/apache/tvm/pull/11663
Closes https://github.com/apache/tvm/issues/10489.
The issue is that autotvm can generate uncompiliable code for gpu. There is
a built in pass that filters these out. Unfortunately, it is im
AndrewZhaoLuo commented on PR #11632:
URL: https://github.com/apache/tvm/pull/11632#issuecomment-1151788403
Added a test, PTAL @areusch
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areusch merged PR #70:
URL: https://github.com/apache/tvm-rfcs/pull/70
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github-actions[bot] commented on PR #11619:
URL: https://github.com/apache/tvm/pull/11619#issuecomment-1151778919
Cannot merge, these CI jobs are not successful on
78d92c8cad87814aecb83a5cbc5634c39b3f7120:
* [tvm-bot / run-tvm-bot
(`NEUTRAL`)](https://github.com/apache/tvm/runs/68228954
mbs-octoml commented on PR #11619:
URL: https://github.com/apache/tvm/pull/11619#issuecomment-1151778506
@tvm-bot merge
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wrongtest commented on code in PR #11646:
URL: https://github.com/apache/tvm/pull/11646#discussion_r894075448
##
src/arith/rewrite_simplify.cc:
##
@@ -1640,13 +1640,27 @@ PrimExpr RewriteSimplifier::Impl::VisitExpr_(const
CallNode* op) {
// the operator overload will eag
areusch commented on PR #10474:
URL: https://github.com/apache/tvm/pull/10474#issuecomment-1151770198
blocked on https://github.com/apache/tvm-rfcs/pull/59
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areusch commented on code in PR #70:
URL: https://github.com/apache/tvm-rfcs/pull/70#discussion_r894073558
##
rfcs/0070-introducing-decl-buffer.md:
##
@@ -136,11 +138,26 @@ def elemwise(A: T.Buffer[(16, 16), "float32"], C:
T.Buffer[(16, 16), "float32"])
C_flattened[i *
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The following commit(s) were added to refs/heads/main by this push:
new 87ff1fa [RFC] Introducing DeclBuffer (#70)
87ff1
areusch commented on PR #11657:
URL: https://github.com/apache/tvm/pull/11657#issuecomment-1151768276
cc @Lunderberg about the issue with linting `tvm.testing.parameter`.
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The following commit(s) were added to refs/heads/main by this push:
new 832856d109 [CRT runtime] Added functions TVMPlatformBe
areusch merged PR #11244:
URL: https://github.com/apache/tvm/pull/11244
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areusch commented on PR #74:
URL: https://github.com/apache/tvm-rfcs/pull/74#issuecomment-1151765150
> people use text format for readability, and in most usecases, go for json
reliable serialization.
what do you mean by "reliable" here? if they're truly roundtrippable, aren't
they b
areusch commented on issue #11551:
URL: https://github.com/apache/tvm/issues/11551#issuecomment-1151762052
i was thinking to do something kind of like this but rather put the variable
in `tvm.testing` as a global var rather than environment var, and use
[mock.patch](https://docs.python.org/
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from 6d557ffae2 [ci] Rebuild Docker images if necessary (#11329)
add 3a0b7c26b1 [Hexagon] Fix gtest flag in
areusch commented on code in PR #11612:
URL: https://github.com/apache/tvm/pull/11612#discussion_r894069512
##
jenkins/Deploy.groovy.j2:
##
@@ -47,7 +47,7 @@ def deploy_docs() {
git status
git checkout -B $DOCS_DEPLOY_BRANCH
- rm -rf docs
+ git ls-tree
junrushao1994 commented on code in PR #11622:
URL: https://github.com/apache/tvm/pull/11622#discussion_r894068998
##
python/tvm/meta_schedule/default.py:
##
@@ -0,0 +1,327 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.
areusch commented on PR #11594:
URL: https://github.com/apache/tvm/pull/11594#issuecomment-1151758207
@gigiblender please ping the others when this is ready for another look
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areusch commented on PR #11470:
URL: https://github.com/apache/tvm/pull/11470#issuecomment-1151757765
blocked on #11644
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from 60e7eb5e52 [COMMUNITY] Alexander Peskov -> Reviewers (#11648)
add fe299d7688 [TVMSCRIPT] Improve tvmscript type hints (
vinx13 merged PR #11654:
URL: https://github.com/apache/tvm/pull/11654
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areusch commented on issue #11610:
URL: https://github.com/apache/tvm/issues/11610#issuecomment-1151754704
cc @hpanda-naut can you triage?
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areusch commented on code in PR #11505:
URL: https://github.com/apache/tvm/pull/11505#discussion_r894065722
##
src/runtime/threading_backend.cc:
##
@@ -40,11 +40,158 @@
#define HEXAGON_STACK_ALIGNMENT 32
#endif
#include
+#include
#include
#define CURRENT_THREAD_HANDLE (s
areusch commented on issue #11609:
URL: https://github.com/apache/tvm/issues/11609#issuecomment-1151748857
cc @hpanda-naut can you triage?
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junrushao1994 commented on code in PR #11622:
URL: https://github.com/apache/tvm/pull/11622#discussion_r894062277
##
python/tvm/meta_schedule/tune_context.py:
##
@@ -132,5 +134,108 @@ def __init__(
def initialize(self):
"""Initialize the tuning context"""
-
junrushao1994 commented on code in PR #11622:
URL: https://github.com/apache/tvm/pull/11622#discussion_r894061713
##
src/meta_schedule/tune_context.cc:
##
@@ -70,6 +70,82 @@ void TuneContextNode::Initialize() {
}
}
+void TuneContextNode::_GenerateMeasureCandidates() {
+ I
areusch commented on PR #11327:
URL: https://github.com/apache/tvm/pull/11327#issuecomment-1151742582
@Mousius that's a reasonable request. @Lunderberg would you be willing to
update
https://tvm.apache.org/docs/contribute/code_guide.html#python-code-styles with
the two types of functions h
areusch commented on PR #11427:
URL: https://github.com/apache/tvm/pull/11427#issuecomment-1151739759
@dchauhan-arm mention me when you're ready for another look here.
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areusch commented on PR #11619:
URL: https://github.com/apache/tvm/pull/11619#issuecomment-1151737195
tagging issue describing test challenges to cross-reference it.
https://github.com/apache/tvm/issues/11661
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areusch commented on code in PR #11619:
URL: https://github.com/apache/tvm/pull/11619#discussion_r894020909
##
tests/python/relay/backend/test_pass_lower_te.py:
##
@@ -0,0 +1,241 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agre
AndrewZhaoLuo commented on PR #11465:
URL: https://github.com/apache/tvm/pull/11465#issuecomment-1151735937
cc @tkonolige
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T
junrushao1994 commented on code in PR #11622:
URL: https://github.com/apache/tvm/pull/11622#discussion_r894055999
##
src/meta_schedule/tune_context.cc:
##
@@ -70,6 +70,82 @@ void TuneContextNode::Initialize() {
}
}
+void TuneContextNode::_GenerateMeasureCandidates() {
+ I
Kathryn-cat commented on code in PR #11622:
URL: https://github.com/apache/tvm/pull/11622#discussion_r894052428
##
python/tvm/meta_schedule/default.py:
##
@@ -0,0 +1,327 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.
masahi commented on PR #11638:
URL: https://github.com/apache/tvm/pull/11638#issuecomment-1151728021
> Does it need to emit a reminding log that we are moving to new flag of
`dnnl` at the same time we supporting `-libs=mkldnn`?
yeah let's do that.
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from fc8fdae612 adding vvchernov to contributors file (#11649)
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masahi merged PR #11648:
URL: https://github.com/apache/tvm/pull/11648
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masahi merged PR #11649:
URL: https://github.com/apache/tvm/pull/11649
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masahi merged PR #11636:
URL: https://github.com/apache/tvm/pull/11636
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Kathryn-cat commented on code in PR #11622:
URL: https://github.com/apache/tvm/pull/11622#discussion_r894045639
##
src/meta_schedule/tune_context.cc:
##
@@ -70,6 +70,82 @@ void TuneContextNode::Initialize() {
}
}
+void TuneContextNode::_GenerateMeasureCandidates() {
+ ICH
masahi commented on code in PR #11658:
URL: https://github.com/apache/tvm/pull/11658#discussion_r894043800
##
src/tir/transforms/inject_ptx_async_copy.cc:
##
@@ -0,0 +1,144 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agre
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from af0128158c [TIR][Schedule] Allow named block and buffer arguments in
Schedule (#11624)
add 6d557ffae2
adstraw commented on PR #11653:
URL: https://github.com/apache/tvm/pull/11653#issuecomment-1151717231
> Could you move the buffer manager changes to a separate PR? They seem
independent from the thread manager.
I am basically moving this functionality from within the Hexagon Device AP
adstraw commented on code in PR #11653:
URL: https://github.com/apache/tvm/pull/11653#discussion_r894040034
##
src/runtime/hexagon/hexagon_buffer_manager.h:
##
@@ -0,0 +1,82 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agr
adstraw commented on code in PR #11653:
URL: https://github.com/apache/tvm/pull/11653#discussion_r894039921
##
src/runtime/hexagon/hexagon_device_api.cc:
##
@@ -144,8 +143,8 @@ void HexagonDeviceAPI::CopyDataFromTo(DLTensor* from,
DLTensor* to, TVMStreamHan
CHECK_EQ(GetDataS
mbs-octoml opened a new pull request, #11662:
URL: https://github.com/apache/tvm/pull/11662
Though started with the best of intentions, the second
PlanDevices pass to account for memory scope's introduced
by lowering is buggy and not ready for prime time. It
has caused an ICHECK fail
masahi closed issue #11660: [Flaky Test]
URL: https://github.com/apache/tvm/issues/11660
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masahi commented on issue #11660:
URL: https://github.com/apache/tvm/issues/11660#issuecomment-1151710282
a dup with https://github.com/apache/tvm/issues/11580
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Qianshui-Jiang commented on PR #11638:
URL: https://github.com/apache/tvm/pull/11638#issuecomment-1151709701
> This seems like a breaking change for users using `-libs=mkldnn`. Can you
still support `-libs=mkldnn` but translate that to `-libs=dnnl`?
Sure, good idea.
Does it need t
Qianshui-Jiang commented on PR #11571:
URL: https://github.com/apache/tvm/pull/11571#issuecomment-1151706427
> The current scope seems good to me. You could either make this PR upstream
compatible and rebase #11638, or rebase this PR after 11638 has merged. I'm
fine with either
billishyahao commented on code in PR #11513:
URL: https://github.com/apache/tvm/pull/11513#discussion_r894031165
##
src/relay/backend/contrib/dnnl/codegen.cc:
##
@@ -436,6 +436,38 @@ class DNNLModuleCodegen : public CSourceModuleCodegenBase {
#else // DNNL JSON runtime
+/*
mbs-octoml opened a new issue, #11661:
URL: https://github.com/apache/tvm/issues/11661
I wanted to unit test TEPass with something like:
```
def test_lower_primitive():
input_mod = tvm.parser.parse(
"""
#[version = "0.0.5"]
def @main(%a: Tensor[(5
junrushao1994 commented on code in PR #11622:
URL: https://github.com/apache/tvm/pull/11622#discussion_r894027106
##
python/tvm/meta_schedule/default.py:
##
@@ -0,0 +1,327 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.
mehrdadh merged PR #11634:
URL: https://github.com/apache/tvm/pull/11634
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mehrdadh commented on code in PR #11417:
URL: https://github.com/apache/tvm/pull/11417#discussion_r892599108
##
tests/python/contrib/test_hexagon/test_avg_pool2d_slice.py:
##
@@ -0,0 +1,369 @@
+# Licensed to the Apache Software Foundation (ASF) under one
Review Comment:
plea
mbs-octoml opened a new issue, #11660:
URL: https://github.com/apache/tvm/issues/11660
### Test(s)
python3 tests/scripts/ci.py i386 --tests
tests/python/unittest/test_custom_datatypes.py::test_myfloat
### Jenkins Links
https://ci.tlcpack.ai/blue/organizations/jenkins/tv
mehrdadh closed pull request #11476: [Hexagon] Download generated artifacts
from android device to host
URL: https://github.com/apache/tvm/pull/11476
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mehrdadh commented on code in PR #11529:
URL: https://github.com/apache/tvm/pull/11529#discussion_r894023261
##
python/tvm/topi/hexagon/utils.py:
##
@@ -0,0 +1,52 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements. See the
mehrdadh commented on code in PR #11529:
URL: https://github.com/apache/tvm/pull/11529#discussion_r894022871
##
python/tvm/topi/hexagon/slice_ops/add_subtract_multiply.py:
##
@@ -0,0 +1,86 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor li
vinx13 commented on code in PR #11658:
URL: https://github.com/apache/tvm/pull/11658#discussion_r894014086
##
src/tir/transforms/inject_ptx_async_copy.cc:
##
@@ -0,0 +1,144 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agre
masahi commented on code in PR #11620:
URL: https://github.com/apache/tvm/pull/11620#discussion_r894021468
##
tests/python/frontend/tflite/test_forward.py:
##
@@ -2127,7 +2127,10 @@ def test_all_unary_elemwise():
if tf.__version__ < LooseVersion("2.6.1"):
_test_for
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