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tqchen pushed a change to branch master
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from 5402642 Add proper cmake PATHS when multiple NAMES. (#6558)
add 3053321 Zhi's key for ASF release
tqchen merged pull request #6554:
URL: https://github.com/apache/incubator-tvm/pull/6554
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jcf94 commented on pull request #6557:
URL: https://github.com/apache/incubator-tvm/pull/6557#issuecomment-699277253
> Thanks @jcf94 @FrozenGene
Thanks.
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mwillsey opened a new pull request #6563:
URL: https://github.com/apache/incubator-tvm/pull/6563
This PR packages up some varied work that @jroesch, @gussmith23, and I have
been working on to improve the Rust bindings.
comaniac edited a comment on pull request #6562:
URL: https://github.com/apache/incubator-tvm/pull/6562#issuecomment-699213150
It's fine if users directly copy `cmake/config.cmake` to build. However, as
the usage in the docker images, some users prefer to create a simple
`config.cmake`
FrozenGene commented on pull request #6562:
URL: https://github.com/apache/incubator-tvm/pull/6562#issuecomment-699214733
ok. Thanks for explaining.
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tkonolige commented on a change in pull request #6516:
URL: https://github.com/apache/incubator-tvm/pull/6516#discussion_r495315240
##
File path: src/relay/op/vision/rcnn_op.cc
##
@@ -119,14 +119,34 @@ bool ROIPoolRel(const Array& types, int num_inputs,
const Attrs& attrs,
comaniac commented on pull request #6562:
URL: https://github.com/apache/incubator-tvm/pull/6562#issuecomment-699213150
It's fine if users directly copy `cmake/config.cmake` to build. However, as
the usage in the docker images, some users prefer to create a simple
`config.cmake` that only
FrozenGene commented on pull request #6562:
URL: https://github.com/apache/incubator-tvm/pull/6562#issuecomment-699212019
Thanks Cody. Could you explain a little bit why cmake/config.cmake doesn’t
turn it on by default? As USE_SORT uses this way too-- Original
comaniac opened a new pull request #6562:
URL: https://github.com/apache/incubator-tvm/pull/6562
After #6391, we require `USE_RANDOM` to be on during the tuning. However,
setting `USE_RANDOM ON` in `cmake/config.cmake` doesn't really turn it on by
default.
cc @FrozenGene
u99127 commented on a change in pull request #6445:
URL: https://github.com/apache/incubator-tvm/pull/6445#discussion_r495302617
##
File path: python/tvm/topi/arm_cpu/arm_utils.py
##
@@ -0,0 +1,32 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more
comaniac commented on a change in pull request #6343:
URL: https://github.com/apache/incubator-tvm/pull/6343#discussion_r495280239
##
File path: python/tvm/contrib/target/vitis_ai.py
##
@@ -0,0 +1,138 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more
tqchen commented on a change in pull request #5812:
URL: https://github.com/apache/incubator-tvm/pull/5812#discussion_r495285375
##
File path: cmake/config.cmake
##
@@ -120,6 +120,9 @@ set(USE_LLVM OFF)
#-
# Contrib libraries
hypercubestart commented on pull request #5812:
URL: https://github.com/apache/incubator-tvm/pull/5812#issuecomment-699184231
Bumping on this for review:
cc: @tqchen @jroesch @tmoreau89 @junrushao1994 @zhiics @ZihengJiang
@hogepodge @comaniac
comaniac commented on a change in pull request #6537:
URL: https://github.com/apache/incubator-tvm/pull/6537#discussion_r495276024
##
File path: python/tvm/driver/tvmc/autotuner.py
##
@@ -0,0 +1,294 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more
mbrookhart commented on a change in pull request #6351:
URL: https://github.com/apache/incubator-tvm/pull/6351#discussion_r495270303
##
File path: python/tvm/relay/op/strategy/x86.py
##
@@ -347,12 +348,20 @@ def dense_strategy_cpu(attrs, inputs, out_type, target):
def
leandron commented on a change in pull request #6537:
URL: https://github.com/apache/incubator-tvm/pull/6537#discussion_r495267600
##
File path: python/tvm/driver/tvmc/autotuner.py
##
@@ -0,0 +1,294 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more
mbrookhart commented on a change in pull request #6351:
URL: https://github.com/apache/incubator-tvm/pull/6351#discussion_r495256660
##
File path: python/tvm/relay/op/strategy/x86.py
##
@@ -347,12 +348,20 @@ def dense_strategy_cpu(attrs, inputs, out_type, target):
def
leandron edited a comment on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-699170320
> TVMC(Experimental)
> * [tvmc] Introduce 'tune' subcommand (part 3/4) (#6537) -- expected to
merge in 1 week.
> * TVMC part 4/4: Tutorial -- not filed
leandron commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-699170320
> TVMC(Experimental)
> * [tvmc] Introduce 'tune' subcommand (part 3/4) (#6537) -- expected to
merge in 1 week.
> * TVMC part 4/4: Tutorial -- not filed yet but I
mbrookhart commented on a change in pull request #6351:
URL: https://github.com/apache/incubator-tvm/pull/6351#discussion_r495255300
##
File path: tests/python/frontend/onnx/test_forward.py
##
@@ -935,16 +975,67 @@ def verify_batch_matmul(a_shape, b_shape):
model =
ZihengJiang commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-699131319
@comaniac Thanks for checking! I have added missing ones except those are
not merged yet.
This is an
ZihengJiang edited a comment on issue #6486:
URL: https://github.com/apache/incubator-tvm/issues/6486#issuecomment-698659880
# Feature Improvement
## Accelerator and Microcontroller Support
- Cleanup legacy verilog code
ZihengJiang edited a comment on issue #6486:
URL: https://github.com/apache/incubator-tvm/issues/6486#issuecomment-698659880
# Feature Improvement
## Accelerator and Microcontroller Support
- Cleanup legacy verilog code
tqchen commented on pull request #6522:
URL: https://github.com/apache/incubator-tvm/pull/6522#issuecomment-699122110
Thanks @tkonolige please fix the lint error
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anilmartha edited a comment on pull request #6343:
URL: https://github.com/apache/incubator-tvm/pull/6343#issuecomment-699086025
Add
@tmoreau89
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anilmartha commented on pull request #6343:
URL: https://github.com/apache/incubator-tvm/pull/6343#issuecomment-699086025
+
@tmoreau89
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anilmartha commented on a change in pull request #6343:
URL: https://github.com/apache/incubator-tvm/pull/6343#discussion_r495158031
##
File path: src/runtime/contrib/vitis_ai/vitis_ai_runtime.cc
##
@@ -0,0 +1,147 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF)
jtuyls commented on pull request #6343:
URL: https://github.com/apache/incubator-tvm/pull/6343#issuecomment-699079138
@comaniac @zhiics @mbaret We updated the PR with changes addressing the
comments. Could you have another look? Thanks.
tqchen commented on issue #6559:
URL: https://github.com/apache/incubator-tvm/issues/6559#issuecomment-699076064
@1210 @mwillsey can you land a quick hotfix?
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jroesch commented on issue #6559:
URL: https://github.com/apache/incubator-tvm/issues/6559#issuecomment-699070121
This old NDArray is based on the previous interface that I've been working
on replacing. @mwillsey and I have been redefining NDArray to use TVM's
underlying NDArray object
tkonolige commented on pull request #6522:
URL: https://github.com/apache/incubator-tvm/pull/6522#issuecomment-699068913
@tqchen @ZihengJiang I've updated this to match the discussion.
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comaniac commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-699060362
> At this point, we should focus on stablization, so we don't have to rush
in features like Vitis-AI and TensorRT and can do them in the v0.8 cycle(for
better stablization).
comaniac edited a comment on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-699048824
A brief summary of the related PRs missed in the current release note
candidates. Not sure if all of them have to be listed so just for reference.
Except for the note
comaniac commented on a change in pull request #6560:
URL: https://github.com/apache/incubator-tvm/pull/6560#discussion_r495130579
##
File path: tests/python/contrib/test_ethosn/test_networks.py
##
@@ -78,24 +78,16 @@ def get_model():
)
return
tqchen closed issue #6548:
URL: https://github.com/apache/incubator-tvm/issues/6548
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tqchen edited a comment on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-699054679
At this point, we should focus on stablization, so we don't have to rush in
features like Vitis-AI and TensorRT and can do them in the v0.8 cycle(for
better
tqchen edited a comment on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-699054679
At this point, we should focus on stablization, so we don't have to rush in
features like Vitis-AI and TensorRT and we do them in v0.8 cycle(for better
stablization).
tqchen edited a comment on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-699054679
Thanks @comaniac . At this point, we should focus on stablization, so we
don't have to rush in features like Vitis-AI and TensorRT and we do them in
v0.8 cycle(for
tqchen commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-699054679
At this point, we should focus on stablization, so we don't have to rush in
features like Vitis-AI and TensorRT and we do them in v0.8 cycle(for better
stablization). We
comaniac commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-699048824
A brief summary of the related PRs missed in the current release note
candidates. Not sure if all of them have to be listed so just for reference.
Except for the note
comaniac commented on a change in pull request #6537:
URL: https://github.com/apache/incubator-tvm/pull/6537#discussion_r495112191
##
File path: python/tvm/driver/tvmc/autotuner.py
##
@@ -0,0 +1,294 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more
comaniac commented on issue #6548:
URL: https://github.com/apache/incubator-tvm/issues/6548#issuecomment-699032258
Looks like the same problem as #6557 fixed. Should be fine now.
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tqchen commented on issue #6548:
URL: https://github.com/apache/incubator-tvm/issues/6548#issuecomment-699031325
Another related
https://ci.tlcpack.ai/blue/organizations/jenkins/tvm/detail/PR-6554/2/pipeline
This is
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 8889c7a [Ansor][FLAKY] Bug fix for compute at mutation error (#6557)
add 5402642 Add proper cmake
comaniac commented on pull request #6557:
URL: https://github.com/apache/incubator-tvm/pull/6557#issuecomment-699030532
Thanks @jcf94 @FrozenGene
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tqchen merged pull request #6558:
URL: https://github.com/apache/incubator-tvm/pull/6558
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comaniac pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 1a9dcf1 Make missing desired layout non-fatal (#6553)
add 8889c7a [Ansor][FLAKY] Bug fix for compute
comaniac merged pull request #6557:
URL: https://github.com/apache/incubator-tvm/pull/6557
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icemelon9 commented on a change in pull request #6373:
URL: https://github.com/apache/incubator-tvm/pull/6373#discussion_r495102806
##
File path: python/tvm/relay/op/image/_image.py
##
@@ -40,6 +40,33 @@ def compute_resize(attrs, inputs, out_type):
trevor-m opened a new pull request #6561:
URL: https://github.com/apache/incubator-tvm/pull/6561
Adds support for MXNet `broadcast_like` using the existing Relay op
`broadcast_to_like`.
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anijain2305 commented on pull request #6553:
URL: https://github.com/apache/incubator-tvm/pull/6553#issuecomment-699001093
Thanks @trevor-m @comaniac this is merged!
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anijain2305 pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from e52e9e9 [TIR] Fix rewrite_simplify tir::builtin::shift_left (#6555)
add 1a9dcf1 Make missing
anijain2305 merged pull request #6553:
URL: https://github.com/apache/incubator-tvm/pull/6553
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tqchen edited a comment on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-698978632
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tqchen commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-698978632
Also jump in here. Let us plan to cut a release next week. At this point we
should "freeze the features", but please suggest a list of PRs(fixes) that need
to be merged.
tqchen commented on pull request #6545:
URL: https://github.com/apache/incubator-tvm/pull/6545#issuecomment-698977213
@intheworld please fix the rust format lint error as indicated by the CI
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tqchen commented on pull request #6554:
URL: https://github.com/apache/incubator-tvm/pull/6554#issuecomment-698967534
Please rebase
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tqchen merged pull request #6555:
URL: https://github.com/apache/incubator-tvm/pull/6555
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 22e159f Feat(frontend-pytorch): Add input types argument and Support
cast to float16. (#6546)
add
t-vi commented on pull request #6546:
URL: https://github.com/apache/incubator-tvm/pull/6546#issuecomment-698955978
Indeed, thank you!
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masahi commented on pull request #6546:
URL: https://github.com/apache/incubator-tvm/pull/6546#issuecomment-698948493
Thanks @nolanliou @t-vi
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masahi merged pull request #6546:
URL: https://github.com/apache/incubator-tvm/pull/6546
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masahi pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from cef9609 [COMMUNITY] Add Ziheng's key for ASF release (#6552)
add 22e159f Feat(frontend-pytorch): Add
FrozenGene commented on pull request #6537:
URL: https://github.com/apache/incubator-tvm/pull/6537#issuecomment-69096
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giuseros commented on pull request #6445:
URL: https://github.com/apache/incubator-tvm/pull/6445#issuecomment-698874588
Hi @mbaret ,
Thanks for the review!
I addressed the comments and added compilation tests to verify the
compilation flow with dot-product.
ZihengJiang merged pull request #6552:
URL: https://github.com/apache/incubator-tvm/pull/6552
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jcf94 commented on pull request #6557:
URL: https://github.com/apache/incubator-tvm/pull/6557#issuecomment-698780208
> Do you try to build debug version of TVM and use `gdb --args python ...`
to see the callstack and which code produce this error? Just `try...catch`
seems a little brute
leandron commented on pull request #6537:
URL: https://github.com/apache/incubator-tvm/pull/6537#issuecomment-698873119
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FrozenGene commented on a change in pull request #6537:
URL: https://github.com/apache/incubator-tvm/pull/6537#discussion_r494900132
##
File path: python/tvm/driver/tvmc/autotuner.py
##
@@ -0,0 +1,301 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more
jcf94 edited a comment on pull request #6557:
URL: https://github.com/apache/incubator-tvm/pull/6557#issuecomment-698780208
> Do you try to build debug version of TVM and use `gdb --args python ...`
to see the callstack and which code produce this error? Just `try...catch`
seems a little
mwillsey edited a comment on pull request #6545:
URL: https://github.com/apache/incubator-tvm/pull/6545#issuecomment-698480657
@intheworld could you say a little more about why this change is needed? I
think the point of Context is that it's a "safer" Rust version of DLContext. As
long as
lhutton1 commented on a change in pull request #6532:
URL: https://github.com/apache/incubator-tvm/pull/6532#discussion_r494901379
##
File path: tests/python/contrib/test_arm_compute_lib/test_add.py
##
@@ -0,0 +1,142 @@
+# Licensed to the Apache Software Foundation (ASF) under
leandron edited a comment on pull request #6537:
URL: https://github.com/apache/incubator-tvm/pull/6537#issuecomment-698873119
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FrozenGene commented on pull request #6557:
URL: https://github.com/apache/incubator-tvm/pull/6557#issuecomment-698778767
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tqchen commented on pull request #6555:
URL: https://github.com/apache/incubator-tvm/pull/6555#issuecomment-698704176
Thanks @lixiaoquan !
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leandron commented on a change in pull request #6537:
URL: https://github.com/apache/incubator-tvm/pull/6537#discussion_r494890474
##
File path: python/tvm/driver/tvmc/autotuner.py
##
@@ -0,0 +1,301 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more
d-smirnov commented on a change in pull request #6532:
URL: https://github.com/apache/incubator-tvm/pull/6532#discussion_r494834251
##
File path: python/tvm/relay/op/contrib/arm_compute_lib.py
##
@@ -161,6 +161,17 @@ def l2_pool2d_pattern():
pattern =
jwfromm commented on a change in pull request #6351:
URL: https://github.com/apache/incubator-tvm/pull/6351#discussion_r493654044
##
File path: python/tvm/autotvm/record.py
##
@@ -152,7 +152,7 @@ def decode(row, protocol="json"):
tgt, task_name, task_args, task_kwargs
yongwww commented on a change in pull request #6477:
URL: https://github.com/apache/incubator-tvm/pull/6477#discussion_r494665076
##
File path: python/tvm/relay/op/nn/nn.py
##
@@ -3151,3 +3151,60 @@ def correlation(
return _make.correlation(
data1, data2,
stormchasingg commented on issue #6543:
URL: https://github.com/apache/incubator-tvm/issues/6543#issuecomment-698093656
I'm developing a program using TVM. A C++ multi-thread code is registered as
a Python code through PackedFunc of TVM. I test the running time of C++ code.
The result
mwillsey commented on pull request #6545:
URL: https://github.com/apache/incubator-tvm/pull/6545#issuecomment-698480657
@intheworld could you say a little more about why this change is needed? I
think the point of Context is that it's a "safer" Rust version of TVMContext.
As long as you
nolanliou commented on a change in pull request #6546:
URL: https://github.com/apache/incubator-tvm/pull/6546#discussion_r494123685
##
File path: python/tvm/relay/frontend/pytorch.py
##
@@ -3244,7 +3267,8 @@ def get_all_op_names(graph):
return set(node.kind() for node in
tqchen commented on issue #6548:
URL: https://github.com/apache/incubator-tvm/issues/6548#issuecomment-698429219
cc @merrymercy @jcf94 please look into it and send a fix
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masahi commented on a change in pull request #6546:
URL: https://github.com/apache/incubator-tvm/pull/6546#discussion_r494117103
##
File path: python/tvm/relay/frontend/pytorch.py
##
@@ -3244,7 +3267,8 @@ def get_all_op_names(graph):
return set(node.kind() for node in
merrymercy commented on issue #6548:
URL: https://github.com/apache/incubator-tvm/issues/6548#issuecomment-698462944
I guess it is introduced by #6529.
You can revert #6529 if this is urgent.
This can be assigned to @jcf94
mbrookhart commented on a change in pull request #6533:
URL: https://github.com/apache/incubator-tvm/pull/6533#discussion_r494554915
##
File path: python/tvm/topi/cuda/scatter.py
##
@@ -0,0 +1,278 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more
t-vi commented on a change in pull request #6546:
URL: https://github.com/apache/incubator-tvm/pull/6546#discussion_r494099185
##
File path: python/tvm/relay/frontend/pytorch.py
##
@@ -3244,7 +3267,8 @@ def get_all_op_names(graph):
return set(node.kind() for node in
jwfromm commented on pull request #6549:
URL: https://github.com/apache/incubator-tvm/pull/6549#issuecomment-698452511
@masahi can you review this PR?
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intheworld edited a comment on pull request #6545:
URL: https://github.com/apache/incubator-tvm/pull/6545#issuecomment-698690097
> @intheworld could you say a little more about why this change is needed? I
think the point of Context is that it's a "safer" Rust version of DLContext. As
tqchen merged pull request #6544:
URL: https://github.com/apache/incubator-tvm/pull/6544
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tqchen merged pull request #6515:
URL: https://github.com/apache/incubator-tvm/pull/6515
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anijain2305 merged pull request #6550:
URL: https://github.com/apache/incubator-tvm/pull/6550
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jcf94 commented on issue #6548:
URL: https://github.com/apache/incubator-tvm/issues/6548#issuecomment-698672100
Thanks. I will check this carefully and fix it as soon as possible.
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tqchen commented on pull request #6544:
URL: https://github.com/apache/incubator-tvm/pull/6544#issuecomment-698431320
Thanks @1210 !
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jainris commented on pull request #6523:
URL: https://github.com/apache/incubator-tvm/pull/6523#issuecomment-698463367
Quantized Transpose Convolution code needs some changes, so bringing `dilate
`operator changes independently in #6550.
comaniac commented on a change in pull request #6537:
URL: https://github.com/apache/incubator-tvm/pull/6537#discussion_r494581431
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File path: python/tvm/driver/tvmc/autotuner.py
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yongwww commented on pull request #6493:
URL: https://github.com/apache/incubator-tvm/pull/6493#issuecomment-698452432
Seems we haven't encountered dynamic cases of unbind in PyTorch od
applications so far. Moved dynamism support in todo, hybrid and TupleWrapper
might need to be changed
tqchen commented on pull request #6547:
URL: https://github.com/apache/incubator-tvm/pull/6547#issuecomment-698430295
Thanks @WenheLI !
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merrymercy edited a comment on issue #6548:
URL: https://github.com/apache/incubator-tvm/issues/6548#issuecomment-698462944
I guess it is introduced by #6529.
You can revert #6529 if the issue is urgent.
I would like to assign this task to @jcf94
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