comaniac edited a comment on issue #5662:
URL: https://github.com/apache/incubator-tvm/issues/5662#issuecomment-632996700
Thanks for the advise!
This major difference affects how the constant values will be used in the
runtime, and I consider Relay functions should be used as same as Rel
comaniac commented on issue #5662:
URL: https://github.com/apache/incubator-tvm/issues/5662#issuecomment-632996700
Thanks for the advise!
This major difference affects how the constant values will be used in the
runtime, and I consider Relay functions should be used as same as Relay ops.
mbrookhart opened a new pull request #5663:
URL: https://github.com/apache/incubator-tvm/pull/5663
Address questions in #5662
cc @comaniac @masahi
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mbrookhart edited a comment on issue #5662:
URL: https://github.com/apache/incubator-tvm/issues/5662#issuecomment-632992650
Hey Cody.
This might just be a design misalignment. When writing the partition
function, I explicitly dropped the constants from the inputs because I assumed
mbrookhart edited a comment on issue #5662:
URL: https://github.com/apache/incubator-tvm/issues/5662#issuecomment-632992650
Hey Cody.
This might just be a design misalignment. When writing the partition
function, I explicitly dropped the constants from the inputs because I assumed
mbrookhart edited a comment on issue #5662:
URL: https://github.com/apache/incubator-tvm/issues/5662#issuecomment-632992650
Hey Cody. This might just be a design misalignment. When writing the
partition function, I explicitly dropped the constants from the inputs because
I assumed we'd wan
mbrookhart commented on issue #5662:
URL: https://github.com/apache/incubator-tvm/issues/5662#issuecomment-632992650
Hey Cody. This might just be a design misalignment. When writing the
partition function, I explicitly dropped the constants from the inputs because
I assumed we'd want to pr
Shawn-Inspur commented on a change in pull request #5600:
URL: https://github.com/apache/incubator-tvm/pull/5600#discussion_r429518516
##
File path: topi/python/topi/cuda/softmax.py
##
@@ -53,13 +54,61 @@ def schedule_softmax(outs):
raise ValueError('Tag is expected to
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masahi pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git
The following commit(s) were added to refs/heads/master by this push:
new e369c5a [Relay,Topi][OP] affine_grid and
masahi commented on pull request #5657:
URL: https://github.com/apache/incubator-tvm/pull/5657#issuecomment-632985707
Thanks @vinx13
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masahi merged pull request #5657:
URL: https://github.com/apache/incubator-tvm/pull/5657
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mei-ye commented on pull request #5659:
URL: https://github.com/apache/incubator-tvm/pull/5659#issuecomment-632981824
yes, I will check in log to tophub after this. This also fixes two bugs in
vulkan runtime:
maxComputeWorkGroupInvocations: the maximum total number of compute shader
masahi merged pull request #5653:
URL: https://github.com/apache/incubator-tvm/pull/5653
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masahi commented on pull request #5653:
URL: https://github.com/apache/incubator-tvm/pull/5653#issuecomment-632977181
Thanks @mbrookhart @comaniac
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masahi pushed a commit to branch master
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The following commit(s) were added to refs/heads/master by this push:
new 53251c8 [PatternLang] Convert PatternGro
tqchen merged pull request #5658:
URL: https://github.com/apache/incubator-tvm/pull/5658
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tqchen merged pull request #5660:
URL: https://github.com/apache/incubator-tvm/pull/5660
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tqchen pushed a commit to branch master
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The following commit(s) were added to refs/heads/master by this push:
new e2d66e1 Increase bss section size. (#566
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tqchen pushed a commit to branch master
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The following commit(s) were added to refs/heads/master by this push:
new 3827cd0 Upgrade XGBoost to latest (#5658
tmoreau89 commented on pull request #5659:
URL: https://github.com/apache/incubator-tvm/pull/5659#issuecomment-632969624
Could you also add in the comments that there are a couple fixes applied to
the Vulkan runtime? Because this PR could be technically split into two (bug
fixes to Vulkan
tmoreau89 commented on pull request #5659:
URL: https://github.com/apache/incubator-tvm/pull/5659#issuecomment-632969425
Never mind the other PR was already closed.
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tmoreau89 commented on pull request #5659:
URL: https://github.com/apache/incubator-tvm/pull/5659#issuecomment-632969349
Thanks you @mei-ye I'll close your other PR since it's a duplicate of this
one.
One question: do you also intend on uploading logs into TopHub for the v1000?
---
comaniac opened a new issue #5662:
URL: https://github.com/apache/incubator-tvm/issues/5662
In #5656, we found that `pattern.partition` will not lift the bind constant
nodes to the partitioned function arguments. This results in argument mismatch
and could be a potential problem when apply
areusch opened a new pull request #5661:
URL: https://github.com/apache/incubator-tvm/pull/5661
Just adding API docs for now
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tom-gall commented on pull request #5660:
URL: https://github.com/apache/incubator-tvm/pull/5660#issuecomment-632953040
Tested on my stm32F746. Back to working. Thanks @areusch
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comaniac commented on pull request #5656:
URL: https://github.com/apache/incubator-tvm/pull/5656#issuecomment-632944262
> @comaniac I just ran this test. The two fused layer test at
https://github.com/apache/incubator-tvm/blob/master/tests/python/relay/test_pass_partition_graph.py#L932
wor
masahi edited a comment on pull request #5656:
URL: https://github.com/apache/incubator-tvm/pull/5656#issuecomment-632940481
@comaniac I just ran this test. The two fused layer test at
https://github.com/apache/incubator-tvm/blob/master/tests/python/relay/test_pass_partition_graph.py#L932
masahi commented on pull request #5656:
URL: https://github.com/apache/incubator-tvm/pull/5656#issuecomment-632940481
@comaniac I just ran this test. The two fused layer test at
https://github.com/apache/incubator-tvm/blob/master/tests/python/relay/test_pass_partition_graph.py#L932
works,
comaniac edited a comment on pull request #5656:
URL: https://github.com/apache/incubator-tvm/pull/5656#issuecomment-632938583
@masahi I found that `test_dnnl_fuse` in `test_pass_partition_graph` is
actually failed at the DNNL code compilation, but it won't fail the CI because
we don't hav
comaniac edited a comment on pull request #5656:
URL: https://github.com/apache/incubator-tvm/pull/5656#issuecomment-632938583
@masahi I found that `test_dnnl_fuse` in `test_pass_partition_graph` is
actually failed at the DNNL code compilation, but it won't fail the CI because
we don't hav
comaniac commented on pull request #5656:
URL: https://github.com/apache/incubator-tvm/pull/5656#issuecomment-632938583
@masahi I found that `test_dnnl_fuse` in `test_pass_partition_graph` is
actually failed at the DNNL code compilation, but it won't fail the CI because
we don't have DNNL
comaniac commented on a change in pull request #5656:
URL: https://github.com/apache/incubator-tvm/pull/5656#discussion_r429484128
##
File path: tests/python/relay/test_pass_merge_composite.py
##
@@ -64,55 +65,53 @@
def make_add_sub_mul_pattern():
-"""Create a pattern
mbrookhart commented on a change in pull request #5656:
URL: https://github.com/apache/incubator-tvm/pull/5656#discussion_r429476254
##
File path: tests/python/relay/test_pass_merge_composite.py
##
@@ -64,55 +65,53 @@
def make_add_sub_mul_pattern():
-"""Create a patter
masahi commented on a change in pull request #5653:
URL: https://github.com/apache/incubator-tvm/pull/5653#discussion_r429478715
##
File path: src/relay/ir/dataflow_matcher.cc
##
@@ -432,26 +432,39 @@ class PatternGrouper : protected MixedModeVisitor {
const std::vector& Gro
masahi commented on a change in pull request #5653:
URL: https://github.com/apache/incubator-tvm/pull/5653#discussion_r429478715
##
File path: src/relay/ir/dataflow_matcher.cc
##
@@ -432,26 +432,39 @@ class PatternGrouper : protected MixedModeVisitor {
const std::vector& Gro
mbrookhart commented on a change in pull request #5653:
URL: https://github.com/apache/incubator-tvm/pull/5653#discussion_r429477690
##
File path: src/relay/ir/dataflow_matcher.cc
##
@@ -432,26 +432,39 @@ class PatternGrouper : protected MixedModeVisitor {
const std::vector&
masahi commented on a change in pull request #5653:
URL: https://github.com/apache/incubator-tvm/pull/5653#discussion_r429477179
##
File path: src/relay/ir/dataflow_matcher.cc
##
@@ -432,26 +432,39 @@ class PatternGrouper : protected MixedModeVisitor {
const std::vector& Gro
masahi commented on a change in pull request #5653:
URL: https://github.com/apache/incubator-tvm/pull/5653#discussion_r429477179
##
File path: src/relay/ir/dataflow_matcher.cc
##
@@ -432,26 +432,39 @@ class PatternGrouper : protected MixedModeVisitor {
const std::vector& Gro
tqchen commented on pull request #5659:
URL: https://github.com/apache/incubator-tvm/pull/5659#issuecomment-632929975
Thanks @mei-ye , assigning @tmoreau89 BTW, you do not have to reopen
another PR for the updates, you can just force push to your original branch and
the PR will be updated
areusch commented on pull request #5660:
URL: https://github.com/apache/incubator-tvm/pull/5660#issuecomment-632930007
@tqchen @tmoreau89 @liangfu @weberlo @u99127 @tom-gall
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areusch opened a new pull request #5660:
URL: https://github.com/apache/incubator-tvm/pull/5660
* Likely broken in PR 5590.
This fix unbreaks `tests/micro/test_runtime_micro_on_arm.py` for me. Let's
bump the global default, since this is a minimal test case.
--
mei-ye opened a new pull request #5659:
URL: https://github.com/apache/incubator-tvm/pull/5659
Thanks for contributing to TVM! Please refer to guideline
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the pull request is submitted, please request code revie
mbrookhart commented on a change in pull request #5653:
URL: https://github.com/apache/incubator-tvm/pull/5653#discussion_r429468918
##
File path: src/relay/ir/dataflow_matcher.cc
##
@@ -432,26 +432,39 @@ class PatternGrouper : protected MixedModeVisitor {
const std::vector&
mbrookhart commented on a change in pull request #5653:
URL: https://github.com/apache/incubator-tvm/pull/5653#discussion_r429471161
##
File path: src/relay/ir/dataflow_matcher.cc
##
@@ -432,26 +432,39 @@ class PatternGrouper : protected MixedModeVisitor {
const std::vector&
mbrookhart commented on a change in pull request #5653:
URL: https://github.com/apache/incubator-tvm/pull/5653#discussion_r429468918
##
File path: src/relay/ir/dataflow_matcher.cc
##
@@ -432,26 +432,39 @@ class PatternGrouper : protected MixedModeVisitor {
const std::vector&
hcho3 opened a new pull request #5658:
URL: https://github.com/apache/incubator-tvm/pull/5658
Now that #4953 is fixed in latest XGBoost release (1.1.0), upgrade XGBoost.
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tom-gall edited a comment on pull request #5655:
URL: https://github.com/apache/incubator-tvm/pull/5655#issuecomment-632915897
@areusch @u99127
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 3e074c5 µtvm debug improvements (#5648)
add 9fa8341 [REFACTOR][IR] Migrate IRModule ObjectRef to not-nu
tqchen commented on pull request #5654:
URL: https://github.com/apache/incubator-tvm/pull/5654#issuecomment-632916889
Thanks @ANSHUMAN87 @jroesch !
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tqchen merged pull request #5654:
URL: https://github.com/apache/incubator-tvm/pull/5654
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tom-gall commented on pull request #5655:
URL: https://github.com/apache/incubator-tvm/pull/5655#issuecomment-632915897
@areusch
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comaniac closed issue #5647:
URL: https://github.com/apache/incubator-tvm/issues/5647
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comaniac commented on issue #5647:
URL: https://github.com/apache/incubator-tvm/issues/5647#issuecomment-632907849
Thanks @mbrookhart for the quick fix :)
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masahi commented on pull request #5657:
URL: https://github.com/apache/incubator-tvm/pull/5657#issuecomment-632907557
interesting.
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moreau pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 896557d [RUNTIME] Resolve constexpr issue in debug mode. (#5651)
add 3e074c5 µtvm debug improvements (#
tmoreau89 merged pull request #5648:
URL: https://github.com/apache/incubator-tvm/pull/5648
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masahi commented on a change in pull request #5653:
URL: https://github.com/apache/incubator-tvm/pull/5653#discussion_r429449194
##
File path: src/relay/ir/dataflow_matcher.cc
##
@@ -432,26 +432,39 @@ class PatternGrouper : protected MixedModeVisitor {
const std::vector& Gro
vinx13 opened a new pull request #5657:
URL: https://github.com/apache/incubator-tvm/pull/5657
This PR added the `affine_grid` and `grid_sample` operator introduced in
[Spatial Transformer Networks](https://arxiv.org/abs/1506.02025).
API reference:
MXNet:
[GridGenerator](https://
masahi commented on a change in pull request #5653:
URL: https://github.com/apache/incubator-tvm/pull/5653#discussion_r429449194
##
File path: src/relay/ir/dataflow_matcher.cc
##
@@ -432,26 +432,39 @@ class PatternGrouper : protected MixedModeVisitor {
const std::vector& Gro
areusch commented on a change in pull request #5648:
URL: https://github.com/apache/incubator-tvm/pull/5648#discussion_r429446488
##
File path: src/runtime/micro/host_driven/utvm_runtime.c
##
@@ -101,7 +101,7 @@ void UTVMMain() {
// We use a dummy function to signal executio
comaniac opened a new pull request #5656:
URL: https://github.com/apache/incubator-tvm/pull/5656
This PR uses the new Relay pattern language to simplify the `MergeComposite`
pass implementation. Here are some highlights and discussions:
- **After this PR, the patterns for composite f
jroesch merged pull request #5651:
URL: https://github.com/apache/incubator-tvm/pull/5651
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jroesch pushed a commit to branch master
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The following commit(s) were added to refs/heads/master by this push:
new 896557d [RUNTIME] Resolve constexpr iss
tom-gall opened a new pull request #5655:
URL: https://github.com/apache/incubator-tvm/pull/5655
Add MicroTVM tutorial using the STM32F746 discovery board
with a sample tflite model
Signed-off-by: Tom Gall
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mei-ye closed pull request #5645:
URL: https://github.com/apache/incubator-tvm/pull/5645
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tqchen pushed a change to branch master
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from dbb8be7 HG: Commit message of changeset 6281661. (#5622)
add b26f988 [AutoTVM] Update XGBoost verbosity
tqchen merged pull request #5649:
URL: https://github.com/apache/incubator-tvm/pull/5649
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ANSHUMAN87 commented on pull request #5654:
URL: https://github.com/apache/incubator-tvm/pull/5654#issuecomment-632830825
There are 2 approaches followed here to solve Optional issue in exposed APIs.
A0: Using Optional way as mentioned in the reference link. (Ref
src/relay/analysis/featu
ANSHUMAN87 commented on pull request #5625:
URL: https://github.com/apache/incubator-tvm/pull/5625#issuecomment-632827740
@yzhliu : Gentle ping!
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ANSHUMAN87 opened a new pull request #5654:
URL: https://github.com/apache/incubator-tvm/pull/5654
Refer #5318
@tqchen : Please help review, Thanks!
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tom-gall commented on pull request #5648:
URL: https://github.com/apache/incubator-tvm/pull/5648#issuecomment-632824516
LGTM
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u99127 commented on a change in pull request #5648:
URL: https://github.com/apache/incubator-tvm/pull/5648#discussion_r429357376
##
File path: src/runtime/micro/host_driven/utvm_runtime.c
##
@@ -101,7 +101,7 @@ void UTVMMain() {
// We use a dummy function to signal execution
srkreddy1238 commented on a change in pull request #5617:
URL: https://github.com/apache/incubator-tvm/pull/5617#discussion_r429331590
##
File path: python/tvm/relay/frontend/tensorflow.py
##
@@ -2896,15 +2903,29 @@ def _parse_import_prerequisites(self, graph):
"""
mbrookhart opened a new pull request #5653:
URL: https://github.com/apache/incubator-tvm/pull/5653
Fixes https://github.com/apache/incubator-tvm/issues/5647
@comaniac @masahi Thanks!
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tqchen commented on pull request #5652:
URL: https://github.com/apache/incubator-tvm/pull/5652#issuecomment-632791420
cc @ZihengJiang @zhiics
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tqchen opened a new pull request #5652:
URL: https://github.com/apache/incubator-tvm/pull/5652
Buffer configurations can be passed during construction
and does not need to be part of the build config.
This is a refactor step to simplify the buildconfig for the PassContext
migratio
zhiics commented on pull request #5622:
URL: https://github.com/apache/incubator-tvm/pull/5622#issuecomment-632791073
Thanks @hlu1 @tqchen
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zhiics merged pull request #5622:
URL: https://github.com/apache/incubator-tvm/pull/5622
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zhic pushed a commit to branch master
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The following commit(s) were added to refs/heads/master by this push:
new dbb8be7 HG: Commit message of changeset 62
junrushao1994 commented on pull request #5651:
URL: https://github.com/apache/incubator-tvm/pull/5651#issuecomment-632786346
Interesting. I think I met this before but didn’t know the root cause. Thank
you for the explanation!!
-
tqchen commented on pull request #5651:
URL: https://github.com/apache/incubator-tvm/pull/5651#issuecomment-632776222
cc @junrushao1994 @ZihengJiang @jroesch
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tqchen opened a new pull request #5651:
URL: https://github.com/apache/incubator-tvm/pull/5651
static constexpr is a bit weird before c++17.
They are not inlined by default and does not have symbols after compilation.
It usually isn't a problem when they are inlined(in c++17 they are i
areusch commented on pull request #5648:
URL: https://github.com/apache/incubator-tvm/pull/5648#issuecomment-632754557
@tqchen @tmoreau89 @liangfu @weberlo @u99127 @tom-gall
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zhiics commented on issue #5650:
URL: https://github.com/apache/incubator-tvm/issues/5650#issuecomment-632751624
@tqchen Thanks for reminding. I will take a stab next week.
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tqchen commented on issue #5373:
URL: https://github.com/apache/incubator-tvm/issues/5373#issuecomment-632750012
ping @kevinthesun
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tqchen edited a comment on issue #5650:
URL: https://github.com/apache/incubator-tvm/issues/5650#issuecomment-632740723
cc @zhiics @comaniac
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tqchen commented on issue #5650:
URL: https://github.com/apache/incubator-tvm/issues/5650#issuecomment-632740723
cc @zhiics
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tqchen opened a new issue #5650:
URL: https://github.com/apache/incubator-tvm/issues/5650
https://github.com/apache/incubator-tvm/pull/5631 Introduces a generic
config mechanism to store the pass configuration options. Given that
fallback_device is a pas related config, We should probably
srkreddy1238 commented on a change in pull request #5052:
URL: https://github.com/apache/incubator-tvm/pull/5052#discussion_r429299616
##
File path: tests/python/contrib/test_onnx.py
##
@@ -0,0 +1,393 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more c
tqchen opened a new pull request #5649:
URL: https://github.com/apache/incubator-tvm/pull/5649
cc @liangfu @hcho3 @merrymercy
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tqchen commented on pull request #5645:
URL: https://github.com/apache/incubator-tvm/pull/5645#issuecomment-632731324
See the example case above(the link to mali log) which uses the opencl, but
have a separate log by itself
maheshambule commented on a change in pull request #5052:
URL: https://github.com/apache/incubator-tvm/pull/5052#discussion_r429260948
##
File path: python/tvm/contrib/codegen_onnx.py
##
@@ -0,0 +1,752 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more
maheshambule commented on a change in pull request #5052:
URL: https://github.com/apache/incubator-tvm/pull/5052#discussion_r429260135
##
File path: tests/python/contrib/test_onnx.py
##
@@ -0,0 +1,406 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more c
maheshambule commented on a change in pull request #5052:
URL: https://github.com/apache/incubator-tvm/pull/5052#discussion_r429260012
##
File path: src/runtime/contrib/onnx/onnx_module.cc
##
@@ -0,0 +1,65 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+
maheshambule commented on a change in pull request #5052:
URL: https://github.com/apache/incubator-tvm/pull/5052#discussion_r429256951
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File path: python/tvm/contrib/target/onnx.py
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@@ -0,0 +1,752 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more c
maheshambule commented on a change in pull request #5052:
URL: https://github.com/apache/incubator-tvm/pull/5052#discussion_r429256748
##
File path: python/tvm/contrib/target/onnx.py
##
@@ -0,0 +1,752 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more c
kazum commented on a change in pull request #5052:
URL: https://github.com/apache/incubator-tvm/pull/5052#discussion_r429168772
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File path: src/runtime/contrib/onnx/onnx_module.cc
##
@@ -0,0 +1,65 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or mo
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