masahi commented on pull request #5628:
URL: https://github.com/apache/incubator-tvm/pull/5628#issuecomment-632501657
thanks @vinx13 @tqchen
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masahi merged pull request #5628:
URL: https://github.com/apache/incubator-tvm/pull/5628
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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 e55f9ff [Relay, Topi][OP] Correlation (#
areusch opened a new pull request #5648:
URL: https://github.com/apache/incubator-tvm/pull/5648
A couple of patches to improve the debugging experience for µTVM:
1. Make UTVMDone noreturn, so that the device doesn't jump to arbitrary code
locations after stopping the debugger. This was c
mei-ye commented on pull request #5645:
URL: https://github.com/apache/incubator-tvm/pull/5645#issuecomment-632488140
yes, we don't need a new target key for autotvm log, but we will need
opencl_vxx.log to combine logs for different devices, right?
---
tqchen commented on pull request #5645:
URL: https://github.com/apache/incubator-tvm/pull/5645#issuecomment-632481759
We don't need a new target key for autotvm and logs, see the case for mali
https://github.com/uwsampl/tophub/blob/master/tophub/mali_v0.04.log The device
is preserved throu
masahi commented on pull request #5646:
URL: https://github.com/apache/incubator-tvm/pull/5646#issuecomment-632474529
Thanks @mbrookhart @mbaret
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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 4bde554 Add a check Callback to the Patt
masahi merged pull request #5646:
URL: https://github.com/apache/incubator-tvm/pull/5646
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Menooker commented on a change in pull request #5601:
URL: https://github.com/apache/incubator-tvm/pull/5601#discussion_r429024767
##
File path: src/target/llvm/codegen_llvm.cc
##
@@ -555,12 +558,48 @@ void CodeGenLLVM::CreateSerialFor(llvm::Value* begin,
llvm::Value* end, llv
Menooker commented on a change in pull request #5601:
URL: https://github.com/apache/incubator-tvm/pull/5601#discussion_r429022665
##
File path: src/target/llvm/codegen_llvm.cc
##
@@ -555,12 +558,48 @@ void CodeGenLLVM::CreateSerialFor(llvm::Value* begin,
llvm::Value* end, llv
Menooker commented on a change in pull request #5601:
URL: https://github.com/apache/incubator-tvm/pull/5601#discussion_r429019312
##
File path: include/tvm/runtime/c_runtime_api.h
##
@@ -114,6 +114,7 @@ typedef enum {
kTVMNNVMLast = 20U,
// The following section of code
masahi commented on pull request #5640:
URL: https://github.com/apache/incubator-tvm/pull/5640#issuecomment-632442374
Thanks @mbaret @comaniac @zhiics
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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 0884659 [RELAY][BYOC] Preserve type info
masahi merged pull request #5640:
URL: https://github.com/apache/incubator-tvm/pull/5640
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masahi removed a comment on pull request #5628:
URL: https://github.com/apache/incubator-tvm/pull/5628#issuecomment-632435544
@vinx13 CI is complaining, not sure what's wrong
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masahi commented on pull request #5628:
URL: https://github.com/apache/incubator-tvm/pull/5628#issuecomment-632435544
@vinx13 CI is complaining, not sure what's wrong
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mei-ye commented on pull request #5645:
URL: https://github.com/apache/incubator-tvm/pull/5645#issuecomment-632434490
Also, without a new target, we will need to merge logs for all APU models
into opencl_v0.xx.log
This is an
mei-ye commented on pull request #5645:
URL: https://github.com/apache/incubator-tvm/pull/5645#issuecomment-632434003
Tianqi and Thierry,
Thanks for our advise. I can see your points, especially the benefit of
supporting both vulkan and opencl. But I also have some concerns:
1.
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from b4d4193 [Runtime] Introduce runtime::Array (#5585)
add c365c2a [CI] Add log check to the sphinx gallery
tqchen merged pull request #5643:
URL: https://github.com/apache/incubator-tvm/pull/5643
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masahi commented on a change in pull request #5628:
URL: https://github.com/apache/incubator-tvm/pull/5628#discussion_r428994577
##
File path: topi/tests/python/test_topi_correlation.py
##
@@ -0,0 +1,93 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more
comaniac commented on issue #5647:
URL: https://github.com/apache/incubator-tvm/issues/5647#issuecomment-632406321
Ah I see. Yeah then I totally agree that using pre-order traversal would be
cleaner.
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comaniac edited a comment on issue #5647:
URL: https://github.com/apache/incubator-tvm/issues/5647#issuecomment-632403232
I encountered the similar issue before when we were implementing
`PartitionGraph` pass in BYOC. We then had a group merging mechanism as you
mentioned.
I didn't
mbrookhart commented on pull request #5646:
URL: https://github.com/apache/incubator-tvm/pull/5646#issuecomment-632404762
Yes! Using it as inspiration for future improvements, but there's nothing
here that would block it.
Th
masahi commented on pull request #5646:
URL: https://github.com/apache/incubator-tvm/pull/5646#issuecomment-632404018
@mbrookhart @mbaret is @mbaret's PR #5640 ready to merge?
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mbrookhart commented on issue #5647:
URL: https://github.com/apache/incubator-tvm/issues/5647#issuecomment-632403556
It's because the matching is pre-order: you start with the final node of the
pattern, check to see if that matches the expresssion. If it does, you compare
the pattern's inp
comaniac commented on issue #5647:
URL: https://github.com/apache/incubator-tvm/issues/5647#issuecomment-632403232
I encountered the similar issue before when we were implementing
`PartitionGraph` pass in BYOC. We then had a group merging mechanism as you
mentioned.
I think I didn't
mbrookhart commented on issue #5647:
URL: https://github.com/apache/incubator-tvm/issues/5647#issuecomment-632398831
Okay, I see the problem. I'm doing a post order traversal of the expression
to find subgraphs to partition. That means it comes to the bias-add first, that
matches the patte
mbaret commented on pull request #5646:
URL: https://github.com/apache/incubator-tvm/pull/5646#issuecomment-632398727
I'll be honest and say the reason I didn't use structural equal for the
second check was because I didn't want to write out the partitioned Relay
expression :) I figured fo
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from b3d13d1 [CI] Allow CI_PYTEST_ADD_OPTIONS to be unbound. (#5644)
add b4d4193 [Runtime] Introduce runtime
tqchen merged pull request #5585:
URL: https://github.com/apache/incubator-tvm/pull/5585
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tqchen commented on pull request #5585:
URL: https://github.com/apache/incubator-tvm/pull/5585#issuecomment-632396036
Thanks @junrushao1994 ! Thanks @jwfromm @zhiics !
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mbrookhart commented on pull request #5646:
URL: https://github.com/apache/incubator-tvm/pull/5646#issuecomment-632395155
@mbaret I'm noticing you don't use structural_equal in your tests after
partitioning. I'm having issues with that pass when I introduce types. Does it
not work for type
jwfromm commented on pull request #5585:
URL: https://github.com/apache/incubator-tvm/pull/5585#issuecomment-632393603
LGTM, great work @junrushao1994!
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mbrookhart commented on issue #5647:
URL: https://github.com/apache/incubator-tvm/issues/5647#issuecomment-632392608
Ooh, fascinating, where did I screw up? :) Will debug, thanks!
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moreau pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from fd052ba Remove unnecessary print (#5642)
add b3d13d1 [CI] Allow CI_PYTEST_ADD_OPTIONS to be unbound. (#
tmoreau89 commented on pull request #5645:
URL: https://github.com/apache/incubator-tvm/pull/5645#issuecomment-632388639
@mei-ye great to see this contribution on getting support for the AMD APU!
@tqchen 's comments are correct, ideally we would want to use `vulkan
-device=apu` target with
comaniac opened a new issue #5647:
URL: https://github.com/apache/incubator-tvm/issues/5647
In the unit test of pattern language, the pattern `conv2d ->
optional(bias_add) -> relu` can match `conv2d -> bias_add -> relu`, and the
partitioned function does include 3 ops.
On the other
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moreau pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from fd052ba Remove unnecessary print (#5642)
add b3d13d1 [CI] Allow CI_PYTEST_ADD_OPTIONS to be unbound. (#
tqchen commented on a change in pull request #5645:
URL: https://github.com/apache/incubator-tvm/pull/5645#discussion_r428958538
##
File path: python/tvm/rpc/client.py
##
@@ -194,6 +194,10 @@ def webgpu(self, dev_id=0):
"""Construct WebGPU device."""
return se
tqchen commented on pull request #5628:
URL: https://github.com/apache/incubator-tvm/pull/5628#issuecomment-632388320
Will leave the management to @masahi
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tmoreau89 merged pull request #5644:
URL: https://github.com/apache/incubator-tvm/pull/5644
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tqchen edited a comment on pull request #5645:
URL: https://github.com/apache/incubator-tvm/pull/5645#issuecomment-632385679
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tqchen edited a comment on pull request #5645:
URL: https://github.com/apache/incubator-tvm/pull/5645#issuecomment-632385679
Thanks @mei-ye . My understanding is that this is for AMD integrated cards.
Given that the programming model is still vulkan, we might want to discuss how
to disting
tqchen commented on pull request #5645:
URL: https://github.com/apache/incubator-tvm/pull/5645#issuecomment-632385679
Thanks @mei-ye . My understanding is that this is for AMD integrated cards.
Given that the programming model is still vulkan, we might want to discuss how
to distinguish it
mbaret commented on pull request #5646:
URL: https://github.com/apache/incubator-tvm/pull/5646#issuecomment-632383842
We should have a test case to investigate this. Calling type infer after the
partitioning pass probably deals with most of the issues that could arise.
---
mbrookhart commented on pull request #5646:
URL: https://github.com/apache/incubator-tvm/pull/5646#issuecomment-632384100
I'll write something based on the test case in your PR.
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comaniac commented on pull request #5646:
URL: https://github.com/apache/incubator-tvm/pull/5646#issuecomment-632382263
There is only one issue that we need to think of about the type propagation.
The reason merge composite (and some other BYOC passes) needs to manually
propagate type is t
mbrookhart commented on pull request #5646:
URL: https://github.com/apache/incubator-tvm/pull/5646#issuecomment-632379884
@mbaret Okay, took a look at the type system.
I'm actually passing you the original expression to check, not the
partitioned version, so i don't think it will be
mbaret commented on a change in pull request #5634:
URL: https://github.com/apache/incubator-tvm/pull/5634#discussion_r428948712
##
File path: python/tvm/contrib/coreml.py
##
@@ -0,0 +1,230 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor
mbaret commented on a change in pull request #5646:
URL: https://github.com/apache/incubator-tvm/pull/5646#discussion_r428945990
##
File path: include/tvm/relay/dataflow_matcher.h
##
@@ -90,7 +91,8 @@ Expr RewritePatterns(Array callbacks, Expr
expr);
*
* \return Return the
mbrookhart commented on pull request #5646:
URL: https://github.com/apache/incubator-tvm/pull/5646#issuecomment-632374429
@mbaret Let me take a look at that PR
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mbaret commented on a change in pull request #5646:
URL: https://github.com/apache/incubator-tvm/pull/5646#discussion_r428945626
##
File path: src/relay/ir/dataflow_matcher.cc
##
@@ -728,16 +729,17 @@ class PatternPartitioner : protected MixedModeMutator {
Map attrs_;
std
mbrookhart commented on a change in pull request #5646:
URL: https://github.com/apache/incubator-tvm/pull/5646#discussion_r428945054
##
File path: tests/python/relay/test_dataflow_pattern.py
##
@@ -959,4 +984,5 @@ def test_parition_double_batchnorm():
test_quadruple_partit
mbrookhart commented on a change in pull request #5646:
URL: https://github.com/apache/incubator-tvm/pull/5646#discussion_r428944946
##
File path: src/relay/ir/dataflow_matcher.cc
##
@@ -728,16 +729,17 @@ class PatternPartitioner : protected MixedModeMutator {
Map attrs_;
mbrookhart commented on a change in pull request #5646:
URL: https://github.com/apache/incubator-tvm/pull/5646#discussion_r428944740
##
File path: include/tvm/relay/dataflow_matcher.h
##
@@ -90,7 +91,8 @@ Expr RewritePatterns(Array callbacks, Expr
expr);
*
* \return Return
comaniac commented on pull request #5646:
URL: https://github.com/apache/incubator-tvm/pull/5646#issuecomment-632372347
> LGTM. I saw that you've fixed the debug print so I'll close #5642.
Ah TQ just merged that one so please rebase to the master lol
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from d090b8e [PYTORCH]Padding support (#5638)
add fd052ba Remove unnecessary print (#5642)
No new revisions
mbaret commented on a change in pull request #5646:
URL: https://github.com/apache/incubator-tvm/pull/5646#discussion_r428940644
##
File path: include/tvm/relay/dataflow_matcher.h
##
@@ -90,7 +91,8 @@ Expr RewritePatterns(Array callbacks, Expr
expr);
*
* \return Return the
tqchen merged pull request #5642:
URL: https://github.com/apache/incubator-tvm/pull/5642
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mbrookhart opened a new pull request #5646:
URL: https://github.com/apache/incubator-tvm/pull/5646
cc @comaniac @mbaret @masahi
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mei-ye commented on pull request #5645:
URL: https://github.com/apache/incubator-tvm/pull/5645#issuecomment-632351348
@tqchen
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mei-ye opened a new pull request #5645:
URL: https://github.com/apache/incubator-tvm/pull/5645
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 revie
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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 d090b8e [PYTORCH]Padding support (#5638)
masahi commented on pull request #5638:
URL: https://github.com/apache/incubator-tvm/pull/5638#issuecomment-632335563
Thanks @siju-samuel
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masahi merged pull request #5638:
URL: https://github.com/apache/incubator-tvm/pull/5638
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masahi commented on pull request #5640:
URL: https://github.com/apache/incubator-tvm/pull/5640#issuecomment-632328954
@mbaret please run the CI again, this time it should work.
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tqchen commented on a change in pull request #5052:
URL: https://github.com/apache/incubator-tvm/pull/5052#discussion_r428869077
##
File path: python/tvm/contrib/codegen_onnx.py
##
@@ -0,0 +1,752 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contri
tqchen commented on a change in pull request #5634:
URL: https://github.com/apache/incubator-tvm/pull/5634#discussion_r428869165
##
File path: python/tvm/contrib/coreml.py
##
@@ -0,0 +1,230 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor
tqchen commented on pull request #5052:
URL: https://github.com/apache/incubator-tvm/pull/5052#issuecomment-632301482
@kazum @FrozenGene please see if you are interested in managing this PR
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tqchen closed issue #5632:
URL: https://github.com/apache/incubator-tvm/issues/5632
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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 bc4d5a3 [RUNTIME][VULKAN] Seg fault in W
tqchen merged pull request #5636:
URL: https://github.com/apache/incubator-tvm/pull/5636
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vinx13 commented on a change in pull request #5628:
URL: https://github.com/apache/incubator-tvm/pull/5628#discussion_r428829546
##
File path: include/tvm/relay/attrs/nn.h
##
@@ -1203,6 +1203,36 @@ struct SubPixelAttrs : public
tvm::AttrsNode {
}
}; // struct SubPixelAttr
tqchen opened a new pull request #5644:
URL: https://github.com/apache/incubator-tvm/pull/5644
This patch allows the test script to execute normally when
CI_PYTEST_ADD_OPTIONS is not available.
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tqchen commented on pull request #5644:
URL: https://github.com/apache/incubator-tvm/pull/5644#issuecomment-632253033
cc @u99127 @roastduck
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tqchen commented on pull request #5641:
URL: https://github.com/apache/incubator-tvm/pull/5641#issuecomment-632251248
CI enhancement in https://github.com/apache/incubator-tvm/pull/5643
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tqchen commented on pull request #5643:
URL: https://github.com/apache/incubator-tvm/pull/5643#issuecomment-632251086
cc @masahi @tmoreau89 @ZihengJiang
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tqchen opened a new pull request #5643:
URL: https://github.com/apache/incubator-tvm/pull/5643
This PR add log check to sphinx gallery tutorials to prevent
the case when sphinx failed to capture the error in tutorials.
comaniac opened a new pull request #5642:
URL: https://github.com/apache/incubator-tvm/pull/5642
cc @mbrookhart
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tqchen commented on a change in pull request #5628:
URL: https://github.com/apache/incubator-tvm/pull/5628#discussion_r428811151
##
File path: include/tvm/relay/attrs/nn.h
##
@@ -1203,6 +1203,36 @@ struct SubPixelAttrs : public
tvm::AttrsNode {
}
}; // struct SubPixelAttr
tqchen commented on a change in pull request #5628:
URL: https://github.com/apache/incubator-tvm/pull/5628#discussion_r428345304
##
File path: include/tvm/relay/attrs/nn.h
##
@@ -1203,6 +1203,36 @@ struct SubPixelAttrs : public
tvm::AttrsNode {
}
}; // struct SubPixelAttr
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from cafb498 Extend AttrPattern to support CallNode and FunctionNode
attributes (#5637)
add 1c355d3 [DOCS]
tqchen merged pull request #5641:
URL: https://github.com/apache/incubator-tvm/pull/5641
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kevinthesun commented on pull request #5459:
URL: https://github.com/apache/incubator-tvm/pull/5459#issuecomment-632234198
@yongwww @icemelon9 PTAL
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tqchen commented on pull request #5601:
URL: https://github.com/apache/incubator-tvm/pull/5601#issuecomment-632164851
Given that this is a new feature that will affect quite some people, please
open a new RFC thread in the discuss forum to describe the motivation and the
high level design.
tqchen edited a comment on pull request #5641:
URL: https://github.com/apache/incubator-tvm/pull/5641#issuecomment-632137071
cc @masahi @siju-samuel @tmoreau89 @ZihengJiang @junrushao1994
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tqchen commented on a change in pull request #5601:
URL: https://github.com/apache/incubator-tvm/pull/5601#discussion_r428730836
##
File path: src/target/llvm/codegen_llvm.cc
##
@@ -555,12 +558,48 @@ void CodeGenLLVM::CreateSerialFor(llvm::Value* begin,
llvm::Value* end, llvm:
tqchen commented on a change in pull request #5601:
URL: https://github.com/apache/incubator-tvm/pull/5601#discussion_r428730836
##
File path: src/target/llvm/codegen_llvm.cc
##
@@ -555,12 +558,48 @@ void CodeGenLLVM::CreateSerialFor(llvm::Value* begin,
llvm::Value* end, llvm:
tqchen commented on a change in pull request #5601:
URL: https://github.com/apache/incubator-tvm/pull/5601#discussion_r428729913
##
File path: include/tvm/runtime/c_runtime_api.h
##
@@ -114,6 +114,7 @@ typedef enum {
kTVMNNVMLast = 20U,
// The following section of code is
tqchen commented on pull request #5640:
URL: https://github.com/apache/incubator-tvm/pull/5640#issuecomment-632150545
https://github.com/apache/incubator-tvm/pull/5641
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mbaret commented on pull request #5640:
URL: https://github.com/apache/incubator-tvm/pull/5640#issuecomment-632142666
cc @comaniac @zhiics @masahi
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mbaret commented on pull request #5640:
URL: https://github.com/apache/incubator-tvm/pull/5640#issuecomment-632142998
Not sure I understand why the tests have failed, looks tflite related.
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tqchen commented on pull request #5641:
URL: https://github.com/apache/incubator-tvm/pull/5641#issuecomment-632141494
We can reproduce using the CI binary version here
https://github.com/apache/incubator-tvm/blob/master/Jenkinsfile#L47
-
siju-samuel commented on pull request #5641:
URL: https://github.com/apache/incubator-tvm/pull/5641#issuecomment-632141029
Thanks @tqchen.
Our CI is running with tf 2.1 version, right?
Anything need to updated for spinhx as well after upgrading tf version?
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tqchen commented on pull request #5595:
URL: https://github.com/apache/incubator-tvm/pull/5595#issuecomment-632138449
FYI, this PR has a problem that was not catched by the CI(due to another
problem in sphinx gallery), see
https://github.com/apache/incubator-tvm/pull/5641.
We will e
tqchen opened a new pull request #5641:
URL: https://github.com/apache/incubator-tvm/pull/5641
Slipped through in https://github.com/apache/incubator-tvm/pull/5595.
Partly was due to flaws in sphinx gallery'e error reporting mechanism, will
open a new PR to enhance the that part lat
tqchen commented on pull request #5641:
URL: https://github.com/apache/incubator-tvm/pull/5641#issuecomment-632137071
cc @masahi @siju-samuel @tmoreau89 @ZihengJiang
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tqchen pushed a commit to branch revert-5595-tutorial_tflite
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git
commit e7b24ca3c983f198fa566ed4dd4e894029db0d3c
Author: Tianqi Chen
AuthorDate: Thu May 21 07:50:49
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