jwfromm commented on issue #7203:
URL: https://github.com/apache/tvm/issues/7203#issuecomment-754380843
This bug is also fixed in #7208 and was caused by the same issue as #7202.
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insop commented on issue #7186:
URL: https://github.com/apache/tvm/issues/7186#issuecomment-754387174
For `_npi_stack ` : https://github.com/apache/tvm/pull/7209 is submitted.
This is an automated message from the Apache Git
luyaor edited a comment on pull request #7208:
URL: https://github.com/apache/tvm/pull/7208#issuecomment-754398110
Hi @jwfromm @mbrookhart , thanks for the response and effort on this case.
The PR looks good to me.
I am currently working on a research project related to TVM, would
luyaor commented on pull request #7208:
URL: https://github.com/apache/tvm/pull/7208#issuecomment-754398110
Hi @jwfromm @mbrookhart , thanks for the response and effort on this case.
The PR looks good to me.
I am currently working on the research project related to TVM, would like
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zhaowu pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from d052752 [ConvertLayout] slice_like support (#7184)
add 23bd825 [AutoScheduler] Add custom build function (#7185)
FrozenGene commented on pull request #7185:
URL: https://github.com/apache/tvm/pull/7185#issuecomment-754430231
Thanks for the great work @leowang1225 and thanks for the reviewing @jcf94 ,
it is merged now.
This is an
insop commented on a change in pull request #7164:
URL: https://github.com/apache/tvm/pull/7164#discussion_r551695870
##
File path: docs/dev/index.rst
##
@@ -396,3 +396,11 @@ Security
:maxdepth: 1
security
+
+
+microTVM
+-
+.. toctree::
Review comment:
merrymercy commented on a change in pull request #7197:
URL: https://github.com/apache/tvm/pull/7197#discussion_r551763767
##
File path: python/tvm/auto_scheduler/cost_model/xgb_model.py
##
@@ -116,12 +117,17 @@ def __init__(self, verbose_eval=25,
num_warmup_sample=100,
jwfromm commented on issue #7202:
URL: https://github.com/apache/tvm/issues/7202#issuecomment-754372403
Thanks for finding this bug, it's due to a bad assumption made in Prelu
conversion about the input layout. The issue is fixed in
https://github.com/apache/tvm/pull/7208 and I've
fantasyRqg opened a new pull request #7211:
URL: https://github.com/apache/tvm/pull/7211
Deploy models on Android & iOS platform must use system-lib. Avoid usage of
`dlopen`.
[bundle_deploy](https://github.com/apache/tvm/tree/main/apps/bundle_deploy)
demonstrated how to deploy a
insop opened a new pull request #7209:
URL: https://github.com/apache/tvm/pull/7209
- https://github.com/apache/tvm/issues/7186
- add MxNet stack, `_npi_stack`
-
https://mxnet.apache.org/versions/master/api/python/docs/api/np/generated/mxnet.np.stack.html?highlight=stack
jwfromm commented on pull request #7208:
URL: https://github.com/apache/tvm/pull/7208#issuecomment-754372193
@luyaor @mbrookhart @masahi can you guys take a look at this tiny PR?
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jwfromm opened a new pull request #7208:
URL: https://github.com/apache/tvm/pull/7208
Our current prelu converter assumes that incoming data is in NCHW format and
that the slope will have C total elements. Neither of these are actual
requirements for ONNX PreLu. As pointed out in
masahi opened a new pull request #7210:
URL: https://github.com/apache/tvm/pull/7210
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
masahi edited a comment on pull request #7208:
URL: https://github.com/apache/tvm/pull/7208#issuecomment-754410295
Hi @luyaor you are welcome to poke at pytorch frontend too, I hope it is
more robust than onnx frontend :)
masahi commented on pull request #7208:
URL: https://github.com/apache/tvm/pull/7208#issuecomment-754410295
Hi @luyaor you are welcome to poke at pytorch frontend too, I hope it is
more robust then onnx frontend :)
This is
fantasyRqg commented on pull request #7211:
URL: https://github.com/apache/tvm/pull/7211#issuecomment-754468357
```log
enabled targets: llvm -device=arm_cpu; llvm
pytest marker:
== test
session starts
jwfromm commented on pull request #7208:
URL: https://github.com/apache/tvm/pull/7208#issuecomment-754406762
These two errors that you generated were excellent real bugs with the
importer and were very easy to understand and replicate with your post. If
they're being auto-generated they
FrozenGene merged pull request #7185:
URL: https://github.com/apache/tvm/pull/7185
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merrymercy commented on a change in pull request #7197:
URL: https://github.com/apache/tvm/pull/7197#discussion_r551763123
##
File path: python/tvm/auto_scheduler/task_scheduler.py
##
@@ -82,11 +82,12 @@ def make_search_policies(
if isinstance(search_policy, str):
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tqchen pushed a commit to branch asf-site
in repository https://gitbox.apache.org/repos/asf/tvm-site.git
The following commit(s) were added to refs/heads/asf-site by this push:
new 5581d5b Build at Mon Jan 4 16:23:05 EST
mbrookhart commented on pull request #7172:
URL: https://github.com/apache/tvm/pull/7172#issuecomment-754276271
Kudos!
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comaniac merged pull request #7205:
URL: https://github.com/apache/tvm/pull/7205
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comaniac 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 7163b5c ReshapeAttrs no longer has reverse (#7205)
comaniac commented on pull request #7205:
URL: https://github.com/apache/tvm/pull/7205#issuecomment-754249830
Thanks @trevor-m @junrushao1994
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lhutton1 commented on a change in pull request #7206:
URL: https://github.com/apache/tvm/pull/7206#discussion_r551595603
##
File path: python/tvm/relay/op/contrib/arm_compute_lib.py
##
@@ -19,12 +19,15 @@
import numpy as np
import tvm
+import tvm._ffi
Review comment:
jcf94 commented on a change in pull request #7197:
URL: https://github.com/apache/tvm/pull/7197#discussion_r551211822
##
File path: python/tvm/auto_scheduler/cost_model/xgb_model.py
##
@@ -141,6 +146,12 @@ def update(self, inputs, results):
self.inputs.extend(inputs)
jcf94 commented on a change in pull request #7197:
URL: https://github.com/apache/tvm/pull/7197#discussion_r551211822
##
File path: python/tvm/auto_scheduler/cost_model/xgb_model.py
##
@@ -141,6 +146,12 @@ def update(self, inputs, results):
self.inputs.extend(inputs)
kalman5 opened a new pull request #7199:
URL: https://github.com/apache/tvm/pull/7199
This diff fixes the temporary lock_guard instances giving those a name.
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aaltonenzhang opened a new issue #7198:
URL: https://github.com/apache/tvm/issues/7198
When testing tensorflow models from tfhub at [https://tfhub.dev/](url), I
found issues when import tensorflow IRs.
1. When I import saved model using TFParser.parse() and from_tensorflow(), I
found
comaniac commented on a change in pull request #7197:
URL: https://github.com/apache/tvm/pull/7197#discussion_r551199732
##
File path: python/tvm/auto_scheduler/task_scheduler.py
##
@@ -82,11 +82,12 @@ def make_search_policies(
if isinstance(search_policy, str):
luyaor opened a new issue #7203:
URL: https://github.com/apache/tvm/issues/7203
## Description
When compiling following model with TVM, it will error.
The model(with ONNX as frontend) with error is as follows, check bug.onnx in
leowang1225 commented on a change in pull request #7185:
URL: https://github.com/apache/tvm/pull/7185#discussion_r551195931
##
File path: python/tvm/auto_scheduler/measure.py
##
@@ -624,12 +652,10 @@ def local_build_worker(args):
The build result of this Builder
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comaniac 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 eb64e25 Fix ICHECK_NOTNULL in logging.g (#7193)
comaniac commented on pull request #7193:
URL: https://github.com/apache/tvm/pull/7193#issuecomment-753861130
Thanks @codeislife99 @junrushao1994
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comaniac merged pull request #7193:
URL: https://github.com/apache/tvm/pull/7193
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insop commented on issue #7196:
URL: https://github.com/apache/tvm/issues/7196#issuecomment-753866375
@aaltonenzhang
Nit, it seems the embedded url
(https://github.com/tensorflow/models/tree/master/community) in the above post
is not the actual url shown, i.e. if you click the link
jcf94 commented on a change in pull request #7197:
URL: https://github.com/apache/tvm/pull/7197#discussion_r551206249
##
File path: src/auto_scheduler/feature.cc
##
@@ -1462,12 +1462,18 @@ void GetPerStoreFeaturesFromMeasurePairs(const
Array& inputs,
if (find_res ==
luyaor opened a new issue #7200:
URL: https://github.com/apache/tvm/issues/7200
## Description
When compiling following model with opt_level=2, TVM will crash. While if
turn opt_level to 3, it will run normally.
The model(with ONNX as frontend) with error is as follows, check
jcf94 opened a new pull request #7197:
URL: https://github.com/apache/tvm/pull/7197
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leowang1225 commented on a change in pull request #7185:
URL: https://github.com/apache/tvm/pull/7185#discussion_r551207425
##
File path: python/tvm/auto_scheduler/measure.py
##
@@ -624,12 +652,10 @@ def local_build_worker(args):
The build result of this Builder
jcf94 commented on a change in pull request #7197:
URL: https://github.com/apache/tvm/pull/7197#discussion_r551211822
##
File path: python/tvm/auto_scheduler/cost_model/xgb_model.py
##
@@ -141,6 +146,12 @@ def update(self, inputs, results):
self.inputs.extend(inputs)
jcf94 commented on a change in pull request #7197:
URL: https://github.com/apache/tvm/pull/7197#discussion_r551211822
##
File path: python/tvm/auto_scheduler/cost_model/xgb_model.py
##
@@ -141,6 +146,12 @@ def update(self, inputs, results):
self.inputs.extend(inputs)
jcf94 commented on a change in pull request #7197:
URL: https://github.com/apache/tvm/pull/7197#discussion_r551211822
##
File path: python/tvm/auto_scheduler/cost_model/xgb_model.py
##
@@ -141,6 +146,12 @@ def update(self, inputs, results):
self.inputs.extend(inputs)
rhzhang1995 opened a new issue #7204:
URL: https://github.com/apache/tvm/issues/7204
When I was using Alveo U50 to configure TVM, I entered command
“./tvm/docker/build.sh demo_vitis_ai bash”, and finally 2“mesg: ttyname failed:
Inappropriate ioctl for device” appeared. Is TVM incompatible
jcf94 commented on a change in pull request #7185:
URL: https://github.com/apache/tvm/pull/7185#discussion_r551179115
##
File path: python/tvm/auto_scheduler/measure.py
##
@@ -624,12 +652,10 @@ def local_build_worker(args):
The build result of this Builder thread.
jcf94 commented on pull request #7197:
URL: https://github.com/apache/tvm/pull/7197#issuecomment-753862836
Thanks! @junrushao1994
Also cc @merrymercy @comaniac
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jcf94 commented on a change in pull request #7197:
URL: https://github.com/apache/tvm/pull/7197#discussion_r551206249
##
File path: src/auto_scheduler/feature.cc
##
@@ -1462,12 +1462,18 @@ void GetPerStoreFeaturesFromMeasurePairs(const
Array& inputs,
if (find_res ==
leowang1225 commented on a change in pull request #7185:
URL: https://github.com/apache/tvm/pull/7185#discussion_r551207425
##
File path: python/tvm/auto_scheduler/measure.py
##
@@ -624,12 +652,10 @@ def local_build_worker(args):
The build result of this Builder
leowang1225 commented on a change in pull request #7185:
URL: https://github.com/apache/tvm/pull/7185#discussion_r551207425
##
File path: python/tvm/auto_scheduler/measure.py
##
@@ -624,12 +652,10 @@ def local_build_worker(args):
The build result of this Builder
FrozenGene commented on a change in pull request #7185:
URL: https://github.com/apache/tvm/pull/7185#discussion_r551215468
##
File path: python/tvm/auto_scheduler/measure.py
##
@@ -624,12 +652,10 @@ def local_build_worker(args):
The build result of this Builder
jcf94 commented on a change in pull request #7197:
URL: https://github.com/apache/tvm/pull/7197#discussion_r551211822
##
File path: python/tvm/auto_scheduler/cost_model/xgb_model.py
##
@@ -141,6 +146,12 @@ def update(self, inputs, results):
self.inputs.extend(inputs)
kalman5 commented on pull request #7199:
URL: https://github.com/apache/tvm/pull/7199#issuecomment-753911981
@jcf94
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luyaor opened a new issue #7201:
URL: https://github.com/apache/tvm/issues/7201
## Description
When compiling following model with opt_level=3, TVM will crash. While if
turn opt_level to 2, it will run normally.
The model(with ONNX as frontend) with error is as follows, check
kalman5 edited a comment on pull request #7199:
URL: https://github.com/apache/tvm/pull/7199#issuecomment-753911981
For reviewers @jcf94 @ZihengJiang
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luyaor opened a new issue #7202:
URL: https://github.com/apache/tvm/issues/7202
## Description
When compiling following model with TVM, it will error.
The model(with ONNX as frontend) with error is as follows, check bug.onnx in
bug2.zip.
FrozenGene commented on a change in pull request #7185:
URL: https://github.com/apache/tvm/pull/7185#discussion_r551167353
##
File path: python/tvm/auto_scheduler/measure.py
##
@@ -624,12 +652,10 @@ def local_build_worker(args):
The build result of this Builder
leowang1225 commented on a change in pull request #7185:
URL: https://github.com/apache/tvm/pull/7185#discussion_r551170406
##
File path: python/tvm/auto_scheduler/measure.py
##
@@ -624,12 +652,10 @@ def local_build_worker(args):
The build result of this Builder
leowang1225 commented on a change in pull request #7185:
URL: https://github.com/apache/tvm/pull/7185#discussion_r551170406
##
File path: python/tvm/auto_scheduler/measure.py
##
@@ -624,12 +652,10 @@ def local_build_worker(args):
The build result of this Builder
jcf94 commented on pull request #7185:
URL: https://github.com/apache/tvm/pull/7185#issuecomment-753822379
> @jcf94 could you have another one round of review?
Sorry for I'm a little busy this afternoon.
This is an
leowang1225 commented on a change in pull request #7185:
URL: https://github.com/apache/tvm/pull/7185#discussion_r551170406
##
File path: python/tvm/auto_scheduler/measure.py
##
@@ -624,12 +652,10 @@ def local_build_worker(args):
The build result of this Builder
leowang1225 commented on a change in pull request #7185:
URL: https://github.com/apache/tvm/pull/7185#discussion_r551170406
##
File path: python/tvm/auto_scheduler/measure.py
##
@@ -624,12 +652,10 @@ def local_build_worker(args):
The build result of this Builder
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liangfu pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from 86a8504 [Frontend][MXNet] add _npi_subtract_scalar (#7191)
add 25f0252 Makes sure g_last_error is null
liangfu merged pull request #7190:
URL: https://github.com/apache/tvm/pull/7190
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liangfu commented on pull request #7190:
URL: https://github.com/apache/tvm/pull/7190#issuecomment-753837813
Thanks @cxcxcxcx for the proposed change. This is now merged.
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jcf94 commented on a change in pull request #7185:
URL: https://github.com/apache/tvm/pull/7185#discussion_r551163552
##
File path: python/tvm/auto_scheduler/measure.py
##
@@ -624,12 +652,10 @@ def local_build_worker(args):
The build result of this Builder thread.
jcf94 commented on a change in pull request #7185:
URL: https://github.com/apache/tvm/pull/7185#discussion_r551163552
##
File path: python/tvm/auto_scheduler/measure.py
##
@@ -624,12 +652,10 @@ def local_build_worker(args):
The build result of this Builder thread.
liangfu commented on a change in pull request #7190:
URL: https://github.com/apache/tvm/pull/7190#discussion_r551175687
##
File path: src/runtime/crt/common/crt_runtime_api.c
##
@@ -38,7 +38,10 @@
static char g_last_error[1024];
-void TVMAPISetLastError(const char* msg) {
jcf94 commented on a change in pull request #7185:
URL: https://github.com/apache/tvm/pull/7185#discussion_r551179115
##
File path: python/tvm/auto_scheduler/measure.py
##
@@ -624,12 +652,10 @@ def local_build_worker(args):
The build result of this Builder thread.
aaltonenzhang opened a new issue #7196:
URL: https://github.com/apache/tvm/issues/7196
I'm checking tensorflow models from tensorflow models garden at
[https://github.com/tensorflow/models/tree/master/community](url).
For community models, there are types and operators which tvm doesn't
tqchen merged pull request #7199:
URL: https://github.com/apache/tvm/pull/7199
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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 7053235 Fixed temporary lock_guard instances. (#7199)
junrushao1994 commented on issue #7204:
URL: https://github.com/apache/tvm/issues/7204#issuecomment-754021201
It is not an error actually. In our CI pipeline, we can see this message on
the beginning of every stage...
This
mbrookhart commented on a change in pull request #7125:
URL: https://github.com/apache/tvm/pull/7125#discussion_r551422829
##
File path: include/tvm/topi/transform.h
##
@@ -1386,6 +1386,88 @@ inline Array meshgrid(const Array&
inputs, const std::string& in
return result;
mbrookhart commented on pull request #7195:
URL: https://github.com/apache/tvm/pull/7195#issuecomment-754095011
This looks great. My only concern would possibly be that some object
detection models (I'm thinking gluon SSD) have a very large number of boxes
they sort before NMS. Could you
mbrookhart commented on pull request #7195:
URL: https://github.com/apache/tvm/pull/7195#issuecomment-754096681
Also, I think you and I are using different versions of CUDA for the same
GPU, that might explain the difference in the numbers I posted in #7099 and you
posted here.
trevor-m opened a new pull request #7205:
URL: https://github.com/apache/tvm/pull/7205
Updates TRT converter for Reshape op after
https://github.com/apache/tvm/pull/7086 removed `reverse` attr.
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areusch commented on a change in pull request #7197:
URL: https://github.com/apache/tvm/pull/7197#discussion_r551452806
##
File path: src/runtime/graph/debug/graph_runtime_debug.cc
##
@@ -153,9 +153,10 @@ class GraphRuntimeDebug : public GraphRuntime {
const TVMContext&
comaniac commented on a change in pull request #7197:
URL: https://github.com/apache/tvm/pull/7197#discussion_r551479201
##
File path: src/auto_scheduler/feature.cc
##
@@ -1462,12 +1462,18 @@ void GetPerStoreFeaturesFromMeasurePairs(const
Array& inputs,
if (find_res ==
d-smirnov commented on pull request #6998:
URL: https://github.com/apache/tvm/pull/6998#issuecomment-754128584
bump cc @siju-samuel @FrozenGene
Please, also advise on extra check to _assert_allclose_
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comaniac merged pull request #7194:
URL: https://github.com/apache/tvm/pull/7194
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comaniac pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from 7053235 Fixed temporary lock_guard instances. (#7199)
add 361f508 [CUBLAS, CUDNN] Support dynamic batch size
comaniac commented on pull request #7194:
URL: https://github.com/apache/tvm/pull/7194#issuecomment-754218139
Thanks @masahi @kevinthesun
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d-smirnov opened a new pull request #7206:
URL: https://github.com/apache/tvm/pull/7206
Added support for depthwise convolution. ACL only supports depth-wise
convolution when kernel size is 3x3 and 5x5 and strides are (1, 1) or (2, 2),
if this is not the case then fallback to TVM.
masahi edited a comment on pull request #7195:
URL: https://github.com/apache/tvm/pull/7195#issuecomment-754199021
@mbrookhart I have a fast-path for one segment case, so the perf is the same
between current / new. I'll update the condition to work for dimension other
than two.
masahi commented on pull request #7195:
URL: https://github.com/apache/tvm/pull/7195#issuecomment-754199021
@mbrookhart I have a fast-path for one segment case, so the perf is the same
between current / new. I'll update the condition to work for dimension other
then two.
trevor-m commented on pull request #7195:
URL: https://github.com/apache/tvm/pull/7195#issuecomment-754151980
Nice! Have you also looked at CUB's
icemelon9 commented on a change in pull request #7120:
URL: https://github.com/apache/tvm/pull/7120#discussion_r551668826
##
File path: include/tvm/relay/dataflow_pattern.h
##
@@ -46,6 +48,29 @@ class DFPatternNode : public Object {
*/
class DFPattern : public ObjectRef {
jcf94 opened a new issue #7207:
URL: https://github.com/apache/tvm/issues/7207
This bug was introduced in #6964 .
Currently, use graph debug runtime will get wrong time result.
Cause:
jcf94 commented on a change in pull request #7197:
URL: https://github.com/apache/tvm/pull/7197#discussion_r551675372
##
File path: src/runtime/graph/debug/graph_runtime_debug.cc
##
@@ -153,9 +153,10 @@ class GraphRuntimeDebug : public GraphRuntime {
const TVMContext& ctx
FrozenGene commented on a change in pull request #7185:
URL: https://github.com/apache/tvm/pull/7185#discussion_r551678095
##
File path: python/tvm/auto_scheduler/measure.py
##
@@ -303,12 +315,28 @@ class LocalBuilder(ProgramBuilder):
This is used in a wrapper of the
leowang1225 commented on a change in pull request #7185:
URL: https://github.com/apache/tvm/pull/7185#discussion_r551682259
##
File path: python/tvm/auto_scheduler/measure.py
##
@@ -303,12 +315,28 @@ class LocalBuilder(ProgramBuilder):
This is used in a wrapper of the
aaltonenzhang removed a comment on issue #7196:
URL: https://github.com/apache/tvm/issues/7196#issuecomment-754320776
@insop It seems that there are something wrong when you click the url, but
you can copy and paste it to your browser. And for the issue #7198, it's also
created by me,
aaltonenzhang commented on issue #7196:
URL: https://github.com/apache/tvm/issues/7196#issuecomment-754362026
@insop reedited the url link for both of the two issues.
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aaltonenzhang edited a comment on issue #7196:
URL: https://github.com/apache/tvm/issues/7196#issuecomment-754362026
@insop reedited the url links for both of the two issues.
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comaniac commented on pull request #7184:
URL: https://github.com/apache/tvm/pull/7184#issuecomment-754279843
Kindly remind @anijain2305 @yzhliu for reviewing this PR :)
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areusch commented on a change in pull request #7164:
URL: https://github.com/apache/tvm/pull/7164#discussion_r551656029
##
File path: docs/dev/microtvm_design.rst
##
@@ -0,0 +1,340 @@
+.. Licensed to the Apache Software Foundation (ASF) under one
+or more contributor
areusch commented on a change in pull request #7164:
URL: https://github.com/apache/tvm/pull/7164#discussion_r551658680
##
File path: docs/dev/microtvm_design.rst
##
@@ -0,0 +1,340 @@
+.. Licensed to the Apache Software Foundation (ASF) under one
+or more contributor
comaniac merged pull request #7184:
URL: https://github.com/apache/tvm/pull/7184
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comaniac 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 d052752 [ConvertLayout] slice_like support (#7184)
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