hypercubestart commented on pull request #5881:
URL: https://github.com/apache/incubator-tvm/pull/5881#issuecomment-678063156
ready for review @MarisaKirisame @jroesch @slyubomirsky @joshpoll @tqchen
@wweic @weberlo
This is
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ziheng pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 470dfc3 [Torch] Fix dtype handling for modules with integer
parameters (#6311)
add 4876813 [COREML]mul
ZihengJiang merged pull request #6296:
URL: https://github.com/apache/incubator-tvm/pull/6296
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FrozenGene commented on pull request #6312:
URL: https://github.com/apache/incubator-tvm/pull/6312#issuecomment-678025301
Have increased size and error. When to run 100 times, previous code will
occur 6 errors, 1000 times will occur 44 errors. New code doesn't have check
error. Wish this c
masahi closed issue #6300:
URL: https://github.com/apache/incubator-tvm/issues/6300
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masahi commented on issue #6300:
URL: https://github.com/apache/incubator-tvm/issues/6300#issuecomment-678017963
#6311 is merged
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siju-samuel commented on pull request #6311:
URL: https://github.com/apache/incubator-tvm/pull/6311#issuecomment-678003248
Thanks @masahi. This PR is merged.
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sijusamuel pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 91ea9bc Changed TVMCTVMContext to TVMContext (#6306)
add 470dfc3 [Torch] Fix dtype handling for mod
siju-samuel merged pull request #6311:
URL: https://github.com/apache/incubator-tvm/pull/6311
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kevinthesun opened a new pull request #6318:
URL: https://github.com/apache/incubator-tvm/pull/6318
This PR adds support for Pytorch advanced indexing ```aten::index``` and
also fixes an issue in Pytorch slice mapping.
@masahi @yongwww @zhiics
-
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from e52c5ba Constant input attr added to fully connected operation in
TFLite frontend (#6228)
add 91ea9bc
tqchen merged pull request #6306:
URL: https://github.com/apache/incubator-tvm/pull/6306
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tqchen commented on pull request #6306:
URL: https://github.com/apache/incubator-tvm/pull/6306#issuecomment-677976433
Thanks @mplemay !
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jwfromm commented on a change in pull request #6315:
URL: https://github.com/apache/incubator-tvm/pull/6315#discussion_r474346651
##
File path: tests/python/unittest/test_target_target.py
##
@@ -80,7 +80,31 @@ def test_target_create():
assert tgt is not None
+def t
tqchen commented on pull request #6317:
URL: https://github.com/apache/incubator-tvm/pull/6317#issuecomment-677974351
cc @spectrometerHBH
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tqchen opened a new pull request #6317:
URL: https://github.com/apache/incubator-tvm/pull/6317
Now that we have type_annotation in `tir::Var`.
We should make sure that the type annotation to be consistent with the dtype
in Buffer declaration and Allocation.
This change allows futu
tqchen commented on pull request #6312:
URL: https://github.com/apache/incubator-tvm/pull/6312#issuecomment-677972731
I do think increase the size and error range should help, and as long as the
error happens in low probability(we can calculate the confidence) we should be
fine.
electriclilies commented on a change in pull request #6316:
URL: https://github.com/apache/incubator-tvm/pull/6316#discussion_r474312010
##
File path: python/tvm/relay/op/transform.py
##
@@ -827,13 +828,17 @@ def strided_slice(data, begin, end, strides=None,
slice_mode="end"):
FrozenGene edited a comment on pull request #6312:
URL: https://github.com/apache/incubator-tvm/pull/6312#issuecomment-677964220
@tqchen I undenstand your concern. However, I have done some experiments and
the generated data is random, we can not make sure completely like `np.mean(na)
< 0.
FrozenGene commented on pull request #6312:
URL: https://github.com/apache/incubator-tvm/pull/6312#issuecomment-677964220
@tqchen I undenstand your concern. However, I have dine some experiments and
the generated data is random, we can not make sure completely like `np.mean(na)
< 0.2` alwa
FrozenGene edited a comment on pull request #6312:
URL: https://github.com/apache/incubator-tvm/pull/6312#issuecomment-677964220
@tqchen I undenstand your concern. However, I have done some experiments and
the generated data is random, we can not make sure completely like `np.mean(na)
< 0.
FrozenGene edited a comment on pull request #6312:
URL: https://github.com/apache/incubator-tvm/pull/6312#issuecomment-677964220
@tqchen I undenstand your concern. However, I have done some experiments and
the generated data is random, we can not make sure completely like `np.mean(na)
< 0.
masahi commented on pull request #6298:
URL: https://github.com/apache/incubator-tvm/pull/6298#issuecomment-677954667
oh CI is failing because there is nearest + half_pixel combination in
pytorch frontend ...
https://github.com/apache/incubator-tvm/blob/939a42b4e976a41e8513b720421d3
comaniac commented on a change in pull request #6315:
URL: https://github.com/apache/incubator-tvm/pull/6315#discussion_r474311026
##
File path: tests/python/unittest/test_target_target.py
##
@@ -80,7 +80,31 @@ def test_target_create():
assert tgt is not None
+def
jwfromm commented on a change in pull request #6315:
URL: https://github.com/apache/incubator-tvm/pull/6315#discussion_r474308603
##
File path: python/tvm/target/target.py
##
@@ -364,9 +394,11 @@ def create(target_str):
See the note on :py:mod:`tvm.target` on tar
jwfromm commented on a change in pull request #6315:
URL: https://github.com/apache/incubator-tvm/pull/6315#discussion_r474308217
##
File path: tests/python/unittest/test_target_target.py
##
@@ -80,7 +80,31 @@ def test_target_create():
assert tgt is not None
+def t
jwfromm commented on a change in pull request #6315:
URL: https://github.com/apache/incubator-tvm/pull/6315#discussion_r474294457
##
File path: tests/python/unittest/test_target_target.py
##
@@ -80,7 +80,31 @@ def test_target_create():
assert tgt is not None
+def t
masahi commented on a change in pull request #6314:
URL: https://github.com/apache/incubator-tvm/pull/6314#discussion_r474278914
##
File path: tests/python/frontend/pytorch/test_forward.py
##
@@ -1606,6 +1633,39 @@ def verify_script_model(pt_model, ishapes):
masahi commented on a change in pull request #6314:
URL: https://github.com/apache/incubator-tvm/pull/6314#discussion_r474278914
##
File path: tests/python/frontend/pytorch/test_forward.py
##
@@ -1606,6 +1633,39 @@ def verify_script_model(pt_model, ishapes):
yongwww commented on a change in pull request #6314:
URL: https://github.com/apache/incubator-tvm/pull/6314#discussion_r474275131
##
File path: tests/python/frontend/pytorch/test_forward.py
##
@@ -1606,6 +1633,39 @@ def verify_script_model(pt_model, ishapes):
comaniac commented on a change in pull request #6310:
URL: https://github.com/apache/incubator-tvm/pull/6310#discussion_r474264101
##
File path: src/auto_scheduler/search_policy/sketch_policy_rules.h
##
@@ -201,6 +201,26 @@ class InitVectorization : public InitPopulationRule {
tqchen commented on a change in pull request #6315:
URL: https://github.com/apache/incubator-tvm/pull/6315#discussion_r474257087
##
File path: python/tvm/target/target.py
##
@@ -364,9 +394,11 @@ def create(target_str):
See the note on :py:mod:`tvm.target` on targ
tqchen commented on a change in pull request #6315:
URL: https://github.com/apache/incubator-tvm/pull/6315#discussion_r474257087
##
File path: python/tvm/target/target.py
##
@@ -364,9 +394,11 @@ def create(target_str):
See the note on :py:mod:`tvm.target` on targ
comaniac commented on a change in pull request #6315:
URL: https://github.com/apache/incubator-tvm/pull/6315#discussion_r474254880
##
File path: tests/python/unittest/test_target_target.py
##
@@ -80,7 +80,31 @@ def test_target_create():
assert tgt is not None
+def
masahi commented on a change in pull request #6314:
URL: https://github.com/apache/incubator-tvm/pull/6314#discussion_r474253877
##
File path: tests/python/frontend/pytorch/test_forward.py
##
@@ -1606,6 +1633,39 @@ def verify_script_model(pt_model, ishapes):
masahi commented on a change in pull request #6314:
URL: https://github.com/apache/incubator-tvm/pull/6314#discussion_r474253877
##
File path: tests/python/frontend/pytorch/test_forward.py
##
@@ -1606,6 +1633,39 @@ def verify_script_model(pt_model, ishapes):
mbrookhart opened a new pull request #6316:
URL: https://github.com/apache/incubator-tvm/pull/6316
This PR splits the dynamic-parameter version of strided slice from the
constant parameter version, improves the shape funcs to pass more unit test,
and supports executing the constant paramet
yongwww commented on a change in pull request #6314:
URL: https://github.com/apache/incubator-tvm/pull/6314#discussion_r474250004
##
File path: tests/python/frontend/pytorch/test_forward.py
##
@@ -1606,6 +1633,39 @@ def verify_script_model(pt_model, ishapes):
masahi commented on a change in pull request #6314:
URL: https://github.com/apache/incubator-tvm/pull/6314#discussion_r474243010
##
File path: tests/python/frontend/pytorch/test_forward.py
##
@@ -1606,6 +1633,39 @@ def verify_script_model(pt_model, ishapes):
jwfromm commented on a change in pull request #6315:
URL: https://github.com/apache/incubator-tvm/pull/6315#discussion_r474239652
##
File path: tests/python/unittest/test_target_target.py
##
@@ -80,7 +80,31 @@ def test_target_create():
assert tgt is not None
+def t
junrushao1994 commented on a change in pull request #6315:
URL: https://github.com/apache/incubator-tvm/pull/6315#discussion_r474239482
##
File path: python/tvm/target/target.py
##
@@ -364,9 +394,11 @@ def create(target_str):
See the note on :py:mod:`tvm.target`
comaniac commented on a change in pull request #6315:
URL: https://github.com/apache/incubator-tvm/pull/6315#discussion_r474234075
##
File path: python/tvm/target/target.py
##
@@ -364,9 +394,11 @@ def create(target_str):
See the note on :py:mod:`tvm.target` on ta
junrushao1994 commented on a change in pull request #6315:
URL: https://github.com/apache/incubator-tvm/pull/6315#discussion_r474217829
##
File path: python/tvm/target/target.py
##
@@ -364,9 +394,11 @@ def create(target_str):
See the note on :py:mod:`tvm.target`
comaniac commented on pull request #6302:
URL: https://github.com/apache/incubator-tvm/pull/6302#issuecomment-677843479
> One thing to note is that given we are updating the target convention to
use the json as an input, it might be helpful to think about what is the target
that can be acc
tqchen commented on pull request #6315:
URL: https://github.com/apache/incubator-tvm/pull/6315#issuecomment-677842257
also cc @zhiics @comaniac @yzhliu
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tqchen edited a comment on pull request #6315:
URL: https://github.com/apache/incubator-tvm/pull/6315#issuecomment-677842257
also cc @zhiics @comaniac @yzhliu @leandron
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anijain2305 commented on pull request #6228:
URL: https://github.com/apache/incubator-tvm/pull/6228#issuecomment-677834409
Thanks @d-smirnov @mbaret 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 f577aa6 [RELAY][DYN] Implementation of the dynamic pad operator
(#6284)
add e52c5ba Constant inpu
anijain2305 merged pull request #6228:
URL: https://github.com/apache/incubator-tvm/pull/6228
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jwfromm commented on pull request #6315:
URL: https://github.com/apache/incubator-tvm/pull/6315#issuecomment-677832849
@junrushao1994 can you review this PR?
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jwfromm opened a new pull request #6315:
URL: https://github.com/apache/incubator-tvm/pull/6315
This PR adds the ability to create targets from a configuration dictionary.
It's a very thin wrapper around the c++ version of this feature introduced in
#6218.
--
interesaaat commented on issue #6300:
URL: https://github.com/apache/incubator-tvm/issues/6300#issuecomment-677829408
It worked, no more casts are needed and the warnings disappeared.
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electriclilies closed issue #6309:
URL: https://github.com/apache/incubator-tvm/issues/6309
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junrushao1994 commented on pull request #6302:
URL: https://github.com/apache/incubator-tvm/pull/6302#issuecomment-677825250
@tqchen I am thinking about unifying target creation from legacy string,
JSON file and tags.
This i
tqchen commented on pull request #6302:
URL: https://github.com/apache/incubator-tvm/pull/6302#issuecomment-677824198
One thing to note is that given we are updating the target convention to use
the json as an input, it might be helpful to think about what is the target
that can be accepte
electriclilies commented on issue #6309:
URL: https://github.com/apache/incubator-tvm/issues/6309#issuecomment-677824222
Thanks @FrozenGene @tqchen!
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tqchen commented on issue #6299:
URL: https://github.com/apache/incubator-tvm/issues/6299#issuecomment-677818823
Thanks Furkan. I have updated the status file.
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comaniac commented on a change in pull request #6269:
URL: https://github.com/apache/incubator-tvm/pull/6269#discussion_r474161410
##
File path: src/auto_scheduler/search_policy/sketch_policy_rules.h
##
@@ -73,84 +73,51 @@ class SketchGenerationRule {
tvm-archiver commented on issue #6299:
URL: https://github.com/apache/incubator-tvm/issues/6299#issuecomment-677785789
Hi,
Apart from being a great project, TVM has an active and growing community.
It has a good understanding of the Apache Way [1] which is most important.
I
zhiics commented on pull request #6313:
URL: https://github.com/apache/incubator-tvm/pull/6313#issuecomment-677784002
Creating a function and binding those free vars should fix some of the
failing tests?
This is an automated
junrushao1994 commented on pull request #6313:
URL: https://github.com/apache/incubator-tvm/pull/6313#issuecomment-677781483
Looks like it cannot pass CI because there are some test cases that free
variables exist...
This is
gussmith23 commented on pull request #5812:
URL: https://github.com/apache/incubator-tvm/pull/5812#issuecomment-677769793
@slyubomirsky I heard from Zach that you have been looking into how
documentation is done in modern TVM. I need to document the datatypes
framework, which is distribute
tqchen commented on pull request #6312:
URL: https://github.com/apache/incubator-tvm/pull/6312#issuecomment-677755546
We should avoid the usage of seed to resolve the test error wrt to
randomness. Since setting seed can hide problems in real usecases.
Instead, we should make sure t
comaniac commented on a change in pull request #6310:
URL: https://github.com/apache/incubator-tvm/pull/6310#discussion_r474084480
##
File path: src/auto_scheduler/search_policy/sketch_policy_rules.h
##
@@ -201,6 +201,26 @@ class InitVectorization : public InitPopulationRule {
comaniac commented on a change in pull request #6310:
URL: https://github.com/apache/incubator-tvm/pull/6310#discussion_r474080839
##
File path: src/auto_scheduler/search_policy/sketch_policy.cc
##
@@ -327,8 +335,150 @@ Array SketchPolicyNode::EvolutionarySearch(const
Array& i
leandron commented on a change in pull request #6302:
URL: https://github.com/apache/incubator-tvm/pull/6302#discussion_r474080780
##
File path: python/tvm/driver/tvmc/compiler.py
##
@@ -0,0 +1,407 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more cont
leandron commented on a change in pull request #6302:
URL: https://github.com/apache/incubator-tvm/pull/6302#discussion_r474062879
##
File path: python/tvm/driver/tvmc/compiler.py
##
@@ -0,0 +1,407 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more cont
tqchen closed issue #5298:
URL: https://github.com/apache/incubator-tvm/issues/5298
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tqchen commented on issue #5298:
URL: https://github.com/apache/incubator-tvm/issues/5298#issuecomment-677732398
Thanks @areusch
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leandron commented on a change in pull request #6302:
URL: https://github.com/apache/incubator-tvm/pull/6302#discussion_r474062879
##
File path: python/tvm/driver/tvmc/compiler.py
##
@@ -0,0 +1,407 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more cont
leandron commented on a change in pull request #6302:
URL: https://github.com/apache/incubator-tvm/pull/6302#discussion_r474055620
##
File path: python/tvm/driver/tvmc/compiler.py
##
@@ -0,0 +1,407 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more cont
leandron commented on a change in pull request #6302:
URL: https://github.com/apache/incubator-tvm/pull/6302#discussion_r474056126
##
File path: python/tvm/driver/tvmc/compiler.py
##
@@ -0,0 +1,407 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more cont
leandron commented on a change in pull request #6302:
URL: https://github.com/apache/incubator-tvm/pull/6302#discussion_r474045263
##
File path: python/tvm/driver/tvmc/compiler.py
##
@@ -0,0 +1,407 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more cont
leandron commented on a change in pull request #6302:
URL: https://github.com/apache/incubator-tvm/pull/6302#discussion_r474039627
##
File path: python/tvm/driver/tvmc/compiler.py
##
@@ -0,0 +1,407 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more cont
leandron commented on a change in pull request #6302:
URL: https://github.com/apache/incubator-tvm/pull/6302#discussion_r474039627
##
File path: python/tvm/driver/tvmc/compiler.py
##
@@ -0,0 +1,407 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more cont
leandron commented on a change in pull request #6302:
URL: https://github.com/apache/incubator-tvm/pull/6302#discussion_r474014203
##
File path: python/tvm/driver/tvmc/compiler.py
##
@@ -0,0 +1,407 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more cont
jwfromm commented on a change in pull request #6251:
URL: https://github.com/apache/incubator-tvm/pull/6251#discussion_r474016831
##
File path: python/tvm/relay/frontend/onnx.py
##
@@ -1875,6 +1876,20 @@ def _impl_v1(cls, inputs, attr, params):
return _vision.roi_align
leandron commented on a change in pull request #6302:
URL: https://github.com/apache/incubator-tvm/pull/6302#discussion_r474014203
##
File path: python/tvm/driver/tvmc/compiler.py
##
@@ -0,0 +1,407 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more cont
yongwww commented on pull request #6314:
URL: https://github.com/apache/incubator-tvm/pull/6314#issuecomment-677634878
@masahi have incorporated your comments, please take another look, thanks!
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masahi commented on a change in pull request #6314:
URL: https://github.com/apache/incubator-tvm/pull/6314#discussion_r473897729
##
File path: tests/python/frontend/pytorch/test_forward.py
##
@@ -1428,6 +1428,48 @@ def test_forward_upsample3d():
verify_model(torch.nn.Upsam
masahi commented on a change in pull request #6314:
URL: https://github.com/apache/incubator-tvm/pull/6314#discussion_r473897729
##
File path: tests/python/frontend/pytorch/test_forward.py
##
@@ -1428,6 +1428,48 @@ def test_forward_upsample3d():
verify_model(torch.nn.Upsam
masahi commented on a change in pull request #6314:
URL: https://github.com/apache/incubator-tvm/pull/6314#discussion_r473891771
##
File path: tests/python/frontend/pytorch/test_forward.py
##
@@ -1428,6 +1428,48 @@ def test_forward_upsample3d():
verify_model(torch.nn.Upsam
masahi commented on a change in pull request #6314:
URL: https://github.com/apache/incubator-tvm/pull/6314#discussion_r473891771
##
File path: tests/python/frontend/pytorch/test_forward.py
##
@@ -1428,6 +1428,48 @@ def test_forward_upsample3d():
verify_model(torch.nn.Upsam
masahi commented on a change in pull request #6314:
URL: https://github.com/apache/incubator-tvm/pull/6314#discussion_r473889810
##
File path: tests/python/frontend/pytorch/test_forward.py
##
@@ -1428,6 +1428,48 @@ def test_forward_upsample3d():
verify_model(torch.nn.Upsam
masahi commented on a change in pull request #6314:
URL: https://github.com/apache/incubator-tvm/pull/6314#discussion_r473873857
##
File path: python/tvm/relay/frontend/pytorch.py
##
@@ -2060,10 +2060,57 @@ def _get_convert_map(prelude):
"aten::type_as"
leandron commented on a change in pull request #6302:
URL: https://github.com/apache/incubator-tvm/pull/6302#discussion_r473811542
##
File path: python/tvm/driver/tvmc/compiler.py
##
@@ -0,0 +1,407 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more cont
leandron commented on a change in pull request #6302:
URL: https://github.com/apache/incubator-tvm/pull/6302#discussion_r473810441
##
File path: python/tvm/driver/tvmc/__init__.py
##
@@ -14,3 +14,8 @@
# KIND, either express or implied. See the License for the
# specific lang
yongwww opened a new pull request #6314:
URL: https://github.com/apache/incubator-tvm/pull/6314
@masahi @alexwong @kevinthesun @zhiics please help take a look
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jcf94 edited a comment on pull request #6312:
URL: https://github.com/apache/incubator-tvm/pull/6312#issuecomment-677476774
~~Should we set the random seed for python random module & numpy random
module?~~
Nerver mind, I noticed that this only used the random engine inside TVM.
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jcf94 commented on pull request #6312:
URL: https://github.com/apache/incubator-tvm/pull/6312#issuecomment-677476774
Should we set the random seed for python random module & numpy random module?
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nolanliou commented on issue #6268:
URL: https://github.com/apache/incubator-tvm/issues/6268#issuecomment-677471992
Same problem
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junrushao1994 commented on pull request #6313:
URL: https://github.com/apache/incubator-tvm/pull/6313#issuecomment-677466295
I see. I am for this particular change. Also @tqchen what do you think?
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MarisaKirisame commented on pull request #6313:
URL: https://github.com/apache/incubator-tvm/pull/6313#issuecomment-677464749
@junrushao1994 ppl was adding graph to irmodule. i add check to make it
warning but tq say we should wait for a big version to make them error.
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junrushao1994 commented on pull request #6313:
URL: https://github.com/apache/incubator-tvm/pull/6313#issuecomment-677464440
I agree. If there is no specific reason, we should make the check as
restrictive and possible to make sure we fail early. I was wondering why it was
just a warning b
MarisaKirisame opened a new pull request #6313:
URL: https://github.com/apache/incubator-tvm/pull/6313
Previously it was warning, but it had been the source of many bug in
developing. This will check those bugs as soon as possible.
@jroesch @zhiics @junrushao1994 can you guys review?
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srkreddy1238 commented on issue #6299:
URL: https://github.com/apache/incubator-tvm/issues/6299#issuecomment-677456765
+1, feeling very happy and great to be part of TVM.
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FrozenGene opened a new pull request #6312:
URL: https://github.com/apache/incubator-tvm/pull/6312
fix https://github.com/apache/incubator-tvm/issues/6309
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