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github-bot pushed a change to branch nightly
in repository https://gitbox.apache.org/repos/asf/tvm.git
from 5cca18bb07 [Frontend] Add ONNX importer for QLinearSoftmax (#14425)
add 4011280b16 [OpenCL][Textures] Always
tvm-bot commented on PR #14441:
URL: https://github.com/apache/tvm/pull/14441#issuecomment-1491233010
Thanks for contributing to TVM! Please refer to the contributing guidelines
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request code reviews
slyubomirsky opened a new pull request, #14441:
URL: https://github.com/apache/tvm/pull/14441
The comment for the `vm.call_tir_dyn` operator was out of date. This PR
corrects it with a more applicable distinction.
Note: I was still unable to figure out what it actually does. Only a
masahi commented on PR #14440:
URL: https://github.com/apache/tvm/pull/14440#issuecomment-1491209909
Hey I'm happy to report that I have pattern-based rewriter for dataflow
block working. Compared to the existing call node based matching & rewriting
that requires a common post-dominator in
zhaoyang-star commented on issue #14437:
URL: https://github.com/apache/tvm/issues/14437#issuecomment-1491186311
> You need to run `Legalize()` pass before build.
Thanks for your quick reply @masahi
After add `relax.transform.LegalizeOps()(mod)` before `relax.build`. Another
masahi commented on code in PR #14440:
URL: https://github.com/apache/tvm/pull/14440#discussion_r1153887847
##
src/relax/ir/dataflow_matcher.cc:
##
@@ -540,33 +541,48 @@ struct RNode {
/**
* \brief This method try to match a real node and a pattern node along with
its
masahi commented on code in PR #14440:
URL: https://github.com/apache/tvm/pull/14440#discussion_r1153886330
##
src/relax/ir/dataflow_matcher.cc:
##
@@ -540,33 +541,48 @@ struct RNode {
/**
* \brief This method try to match a real node and a pattern node along with
its
ganler commented on code in PR #14440:
URL: https://github.com/apache/tvm/pull/14440#discussion_r1153886037
##
src/relax/ir/dataflow_matcher.cc:
##
@@ -540,33 +541,48 @@ struct RNode {
/**
* \brief This method try to match a real node and a pattern node along with
its
ganler commented on code in PR #14440:
URL: https://github.com/apache/tvm/pull/14440#discussion_r1153884888
##
src/relax/analysis/udchain.cc:
##
@@ -65,36 +65,36 @@ class UDChain : public relax::ExprVisitor {
std::pair>, runtime::Array>
FunctionUseDef(
const Function&
masahi commented on code in PR #14440:
URL: https://github.com/apache/tvm/pull/14440#discussion_r1153884915
##
src/relax/ir/dataflow_matcher.cc:
##
@@ -540,33 +541,48 @@ struct RNode {
/**
* \brief This method try to match a real node and a pattern node along with
its
ganler commented on code in PR #14440:
URL: https://github.com/apache/tvm/pull/14440#discussion_r1153883716
##
src/relax/ir/dataflow_matcher.cc:
##
@@ -540,33 +541,48 @@ struct RNode {
/**
* \brief This method try to match a real node and a pattern node along with
its
masahi commented on code in PR #14291:
URL: https://github.com/apache/tvm/pull/14291#discussion_r1153882120
##
src/runtime/contrib/cublas/cublas.cc:
##
@@ -133,6 +134,120 @@ bool CheckMixPrecisionType(DLDataType in_dtype,
DLDataType out_dtype, bool int_s
int roundoff(int v,
masahi commented on code in PR #14440:
URL: https://github.com/apache/tvm/pull/14440#discussion_r1153876511
##
src/relax/analysis/udchain.cc:
##
@@ -65,36 +65,36 @@ class UDChain : public relax::ExprVisitor {
std::pair>, runtime::Array>
FunctionUseDef(
const Function&
tvm-bot commented on PR #14440:
URL: https://github.com/apache/tvm/pull/14440#issuecomment-1491078284
Thanks for contributing to TVM! Please refer to the contributing guidelines
https://tvm.apache.org/docs/contribute/ for useful information and tips. Please
request code reviews
masahi opened a new pull request, #14440:
URL: https://github.com/apache/tvm/pull/14440
This is a fix for the issue discribed in
https://github.com/apache/tvm/pull/14417#issuecomment-1490049917
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yaxingcai pushed a commit to branch unity
in repository https://gitbox.apache.org/repos/asf/tvm.git
The following commit(s) were added to refs/heads/unity by this push:
new adf256df79 [Unity][Graph matching] Automatically
cyx-6 merged PR #14439:
URL: https://github.com/apache/tvm/pull/14439
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vinx13 commented on code in PR #14291:
URL: https://github.com/apache/tvm/pull/14291#discussion_r1153789203
##
src/runtime/contrib/cublas/cublas.cc:
##
@@ -133,6 +134,120 @@ bool CheckMixPrecisionType(DLDataType in_dtype,
DLDataType out_dtype, bool int_s
int roundoff(int v,
masahi commented on PR #14291:
URL: https://github.com/apache/tvm/pull/14291#issuecomment-1490949326
waiting for the next rebase
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ganler commented on code in PR #14439:
URL: https://github.com/apache/tvm/pull/14439#discussion_r1153779139
##
tests/python/relax/test_dataflow_pattern.py:
##
@@ -1034,15 +1034,6 @@ def main(
matmul2 = is_op("relax.matmul")(inp_pat, K_weight_pat)
matmul3 =
ganler commented on code in PR #14439:
URL: https://github.com/apache/tvm/pull/14439#discussion_r1153776712
##
tests/python/relax/test_dataflow_pattern.py:
##
@@ -1034,15 +1034,6 @@ def main(
matmul2 = is_op("relax.matmul")(inp_pat, K_weight_pat)
matmul3 =
Hzfengsy commented on PR #14291:
URL: https://github.com/apache/tvm/pull/14291#issuecomment-1490937198
any updates?
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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 7831a79f7f [Hexagon] Fix deprecated call for data
masahi merged PR #14438:
URL: https://github.com/apache/tvm/pull/14438
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Hzfengsy commented on code in PR #14398:
URL: https://github.com/apache/tvm/pull/14398#discussion_r1153731668
##
include/tvm/tir/schedule/schedule.h:
##
@@ -292,6 +292,16 @@ class ScheduleNode : public runtime::Object {
*/
virtual Array GetConsumers(const BlockRV&
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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 70399da0a2 [TFLite] Support for BATCH_MATMUL tflite
masahi merged PR #14423:
URL: https://github.com/apache/tvm/pull/14423
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masahi commented on code in PR #14439:
URL: https://github.com/apache/tvm/pull/14439#discussion_r1153724926
##
include/tvm/relax/dataflow_matcher.h:
##
@@ -65,15 +65,6 @@ TVM_DLL tvm::runtime::Map MatchGraph(const
PatternContext& ctx,
tvm-bot commented on PR #14439:
URL: https://github.com/apache/tvm/pull/14439#issuecomment-1490857511
Thanks for contributing to TVM! Please refer to the contributing guidelines
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request code reviews
masahi opened a new pull request, #14439:
URL: https://github.com/apache/tvm/pull/14439
Compared to the typical, structural matching (e.g. matching `is_op` based
pattern against `CallNode`), graph pattern matching requires additionally
specifying `used_by` constraints. This leads to an
ganler commented on code in PR #14417:
URL: https://github.com/apache/tvm/pull/14417#discussion_r1153615575
##
src/relax/ir/dataflow_matcher.cc:
##
@@ -541,15 +541,21 @@ struct RNode {
* \brief This method try to match a real node and a pattern node along with
its neighbors.
ganler commented on code in PR #14417:
URL: https://github.com/apache/tvm/pull/14417#discussion_r1153613456
##
src/relax/ir/dataflow_matcher.cc:
##
@@ -541,15 +541,21 @@ struct RNode {
* \brief This method try to match a real node and a pattern node along with
its neighbors.
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wuwei pushed a commit to branch unity
in repository https://gitbox.apache.org/repos/asf/tvm.git
The following commit(s) were added to refs/heads/unity by this push:
new 0695cfe4e2 [Unity] Remove non-deterministic behavior
vinx13 merged PR #14417:
URL: https://github.com/apache/tvm/pull/14417
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lhutton1 commented on PR #14426:
URL: https://github.com/apache/tvm/pull/14426#issuecomment-1490577715
Thanks @leandron!
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lukhut 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 41fb9f41d4 [CL] Update Compute Library from v22.11 to
lhutton1 merged PR #14426:
URL: https://github.com/apache/tvm/pull/14426
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leandron pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git
from 683e7a4555 [TOPI] Add instance_norm operator (#14410)
add 221215bf60 [ETHOSN] Remove requantize dependency on
leandron merged PR #14422:
URL: https://github.com/apache/tvm/pull/14422
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mehrdadh commented on PR #14414:
URL: https://github.com/apache/tvm/pull/14414#issuecomment-1490554259
@Aleksei-grovety yeah I added it here:
https://github.com/apache/tvm/actions/runs/4555724050
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mehrdadh commented on PR #14434:
URL: https://github.com/apache/tvm/pull/14434#issuecomment-1490551843
https://github.com/apache/tvm/security/dependabot/245 is still open. I
wonder why since I followed what it was recommended in its fix here:
https://github.com/apache/tvm/pull/14432/files
janetsc closed pull request #14378: [Unity] [Hexagon] Fix deprecated call for
data layout size in bits
URL: https://github.com/apache/tvm/pull/14378
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janetsc commented on PR #14378:
URL: https://github.com/apache/tvm/pull/14378#issuecomment-1490546991
Done, created a PR for main, closing this one.
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tvm-bot commented on PR #14438:
URL: https://github.com/apache/tvm/pull/14438#issuecomment-1490545596
Thanks for contributing to TVM! Please refer to the contributing guidelines
https://tvm.apache.org/docs/contribute/ for useful information and tips. Please
request code reviews
janetsc opened a new pull request, #14438:
URL: https://github.com/apache/tvm/pull/14438
Ported from Unity PR - https://github.com/apache/tvm/pull/14378/
Updating the codegen for Hexagon call from
llvm::DataLayout::getTypeSizeInBits.getFixedSize() to
tqchen commented on PR #14303:
URL: https://github.com/apache/tvm/pull/14303#issuecomment-1490427530
happy to go with what @multiverstack-intellif you think is convenient
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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 683e7a4555 [TOPI] Add instance_norm operator (#14410)
tqchen merged PR #14410:
URL: https://github.com/apache/tvm/pull/14410
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tqchen commented on PR #14427:
URL: https://github.com/apache/tvm/pull/14427#issuecomment-1490424009
yes, we plan to do it sometime this weekend
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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 776cf5b3b1 [Typo] Fix name of iter var type 4 (#14436)
tqchen merged PR #14436:
URL: https://github.com/apache/tvm/pull/14436
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tqchen pushed a commit to branch unity
in repository https://gitbox.apache.org/repos/asf/tvm.git
The following commit(s) were added to refs/heads/unity by this push:
new 5d145fdbe2 [Unity] Minor updates to
tqchen merged PR #14431:
URL: https://github.com/apache/tvm/pull/14431
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tqchen pushed a commit to branch main
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The following commit(s) were added to refs/heads/main by this push:
new 7b34a6e0c6 [Runtime] Introduce runtime module property
tqchen merged PR #14406:
URL: https://github.com/apache/tvm/pull/14406
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lhutton1 commented on PR #12525:
URL: https://github.com/apache/tvm/pull/12525#issuecomment-1490283613
Thanks @PhilippvK @areusch @leandron!
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lukhut pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git
from 8e2382eea5 [Bugfix] Conv3Dtranspose default kernel layout should be
IODHW (#14340)
add ffc1fc0116 [TVMC] Allow
lhutton1 merged PR #12525:
URL: https://github.com/apache/tvm/pull/12525
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masahi closed issue #14437: [Bug] TVMError: CodeGenVM cannot handle this
intrinsic now: Op(relax.nn.conv2d)
URL: https://github.com/apache/tvm/issues/14437
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masahi commented on issue #14437:
URL: https://github.com/apache/tvm/issues/14437#issuecomment-1490180368
You need to run `Legalize()` pass before build.
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masahi closed issue #14326: [Bug] Conv3Dtranspose default kernel layout should
be IODHW
URL: https://github.com/apache/tvm/issues/14326
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masahi commented on PR #14340:
URL: https://github.com/apache/tvm/pull/14340#issuecomment-1490178917
@rebel-jangys Thanks for your hard work, it's merged finally!
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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 8e2382eea5 [Bugfix] Conv3Dtranspose default kernel
rebel-jangys commented on PR #14340:
URL: https://github.com/apache/tvm/pull/14340#issuecomment-1490169169
cc @apeskov , this PR is the one you commented as TODO
https://github.com/apache/tvm/blob/cbe068cfacbd82d75bfc4914455bbd27652608ac/src/runtime/contrib/dnnl/dnnl_json_runtime.cc#L427
zhaoyang-star opened a new issue, #14437:
URL: https://github.com/apache/tvm/issues/14437
I try to import ResNet18 PyTorch model to Relax. The error occurs when
executing `relax.build` and the error is:
```
File "/WORK/Dev/tvm/src/relax/backend/vm/codegen_vm.cc", line 169
nwy2010 commented on issue #13387:
URL: https://github.com/apache/tvm/issues/13387#issuecomment-1490103561
(2)cudnn.py in /python/tvm/contribute:
idx = -1
if algo_type == "fwd":
idx = _FWD_ALGOS.index(algo_name)
elif algo_type == "bwd_filter":
idx =
nwy2010 commented on issue #13387:
URL: https://github.com/apache/tvm/issues/13387#issuecomment-1490101231
(2)cudnn.py in /python/tvm/contribute:
idx = -1
if algo_type == "fwd":
idx = _FWD_ALGOS.index(algo_name)
elif algo_type == "bwd_filter":
idx =
masahi commented on PR #14417:
URL: https://github.com/apache/tvm/pull/14417#issuecomment-1490049917
Just hit an interesting bug in the graph matcher.
The following fake QKV projection mod and pattern should not match. Without
this PR I get segfault. With this PR, it incorrectly
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lukhut pushed a change to branch llvm_update
in repository https://gitbox.apache.org/repos/asf/tvm.git
at a58645352a [CI] Add llvm-15 and enable mlir build for ci_cpu docker
setup.
No new revisions were added by this
masahi commented on PR #14378:
URL: https://github.com/apache/tvm/pull/14378#issuecomment-1489929407
@janetsc Can you send this to `main`? The change to `unity` should be
specific to relax. We get the same change in `unity` after weekly rebase.
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masahi merged PR #14400:
URL: https://github.com/apache/tvm/pull/14400
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github-bot pushed a change to branch
dependabot/pip/apps/android_camera/models/tensorflow-2.11.1
in repository https://gitbox.apache.org/repos/asf/tvm.git
omit 0707494e4e Bump tensorflow from 2.9.3 to 2.11.1 in
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masahi pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git
from 1d1dbebc73 [microTVM]Fix more security issues with pyproject (#14434)
add cbe068cfac [TIR] Update LowerTVMBuiltin to
masahi merged PR #14434:
URL: https://github.com/apache/tvm/pull/14434
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masahi pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git
from fafe39ddab [Analysis] Improve error message in VerifyWellFormed
(#14389)
add 1d1dbebc73 [microTVM]Fix more security
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masahi pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git
from 79027f92ac [TIR] Remove special-casing of T.address_of in the storage
rewrite pass (#14430)
add fafe39ddab
masahi merged PR #14389:
URL: https://github.com/apache/tvm/pull/14389
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masahi pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git
from 4011280b16 [OpenCL][Textures] Always use SSA for texture loading
(#14397)
add 79027f92ac [TIR] Remove
masahi merged PR #14430:
URL: https://github.com/apache/tvm/pull/14430
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masahi closed issue #13976: [Bug][TIR][StorageRewrite] bufferload unvisited
when used in builtin::address_of()
URL: https://github.com/apache/tvm/issues/13976
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masahi commented on PR #14431:
URL: https://github.com/apache/tvm/pull/14431#issuecomment-1489922852
I just realized that I didn't need to use `DataflowBlockRewrite` for my
purpose. But keeping this PR for now.
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Aleksei-grovety commented on PR #14414:
URL: https://github.com/apache/tvm/pull/14414#issuecomment-1489908896
> LGTM, thanks! Just to double check, did you already upload the model to S3?
I didn't, someone uploaded [the
tvm-bot commented on PR #14436:
URL: https://github.com/apache/tvm/pull/14436#issuecomment-1489823824
Thanks for contributing to TVM! Please refer to the contributing guidelines
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wrongtest-intellif opened a new pull request, #14436:
URL: https://github.com/apache/tvm/pull/14436
IterVarType enum 4 should be opaque.
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leandron commented on PR #14426:
URL: https://github.com/apache/tvm/pull/14426#issuecomment-1489819546
@tvm-bot rerun
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multiverstack-intellif commented on PR #14303:
URL: https://github.com/apache/tvm/pull/14303#issuecomment-1489807163
> Hi. Friendly nudge so that we can take a decision on how to proceed here.
I'd suggest that we build LLVM 15 from source, similar to what is being done in
`ci_arm` for now.
PhilippvK commented on code in PR #12525:
URL: https://github.com/apache/tvm/pull/12525#discussion_r1152798088
##
tests/python/driver/tvmc/test_autotuner.py:
##
@@ -207,3 +209,27 @@ def test_autotune_pass_context(mock_pc, onnx_mnist,
tmpdir_factory):
# AutoTVM overrides
PhilippvK commented on PR #12525:
URL: https://github.com/apache/tvm/pull/12525#issuecomment-1489774227
@lhutton1 Hey, I implemented the proposed changes and the CI passed. Feel
free to merge after quickly having a look at the refactored unit tests.
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