FrozenGene opened a new pull request #5852:
URL: https://github.com/apache/incubator-tvm/pull/5852
Port https://github.com/apache/incubator-tvm/pull/4586/
@yzhliu
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t-vi commented on pull request #5834:
URL: https://github.com/apache/incubator-tvm/pull/5834#issuecomment-646475548
Rebased.
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masahi commented on a change in pull request #5834:
URL: https://github.com/apache/incubator-tvm/pull/5834#discussion_r442707169
##
File path: python/tvm/relay/frontend/pytorch.py
##
@@ -2120,14 +2146,17 @@ def _get_constant(node):
attr_name = attribute_names[0]
t-vi opened a new pull request #5853:
URL: https://github.com/apache/incubator-tvm/pull/5853
This lets the all Python classes subclass Attrs
cp https://discuss.tvm.ai/t/attrs-not-inheriting-from-attrs/7029
This is
t-vi commented on a change in pull request #5834:
URL: https://github.com/apache/incubator-tvm/pull/5834#discussion_r442747459
##
File path: python/tvm/relay/frontend/pytorch.py
##
@@ -2120,14 +2146,17 @@ def _get_constant(node):
attr_name = attribute_names[0]
t-vi commented on pull request #5834:
URL: https://github.com/apache/incubator-tvm/pull/5834#issuecomment-646552669
And the quantization test fails by a small margin. :/ I'll look into it some
more. I wonder whether a better strategy for the lost types would be to run the
ops on the fly in
t-vi commented on pull request #5834:
URL: https://github.com/apache/incubator-tvm/pull/5834#issuecomment-646561327
I have to ask about the test criterion for
`qnn_test.py::test_serialized_modules`.
It seems to pass here locally (with PyTorch 1.5 cpu wheel).
It gets ~70% identical, bu
t-vi commented on a change in pull request #5834:
URL: https://github.com/apache/incubator-tvm/pull/5834#discussion_r442747459
##
File path: python/tvm/relay/frontend/pytorch.py
##
@@ -2120,14 +2146,17 @@ def _get_constant(node):
attr_name = attribute_names[0]
masahi commented on a change in pull request #5834:
URL: https://github.com/apache/incubator-tvm/pull/5834#discussion_r442773736
##
File path: python/tvm/relay/frontend/pytorch.py
##
@@ -2120,14 +2146,17 @@ def _get_constant(node):
attr_name = attribute_names[0]
masahi commented on pull request #5834:
URL: https://github.com/apache/incubator-tvm/pull/5834#issuecomment-646575045
That 0.2 threshold was chosen arbitrary without a good reason. If you come
up with a principled crieteria it is great.
Other quantized tests also need a good test cr
masahi edited a comment on pull request #5834:
URL: https://github.com/apache/incubator-tvm/pull/5834#issuecomment-646575045
That 0.2 threshold was chosen arbitrary without a good reason. If you come
up with a principled crieteria it is great.
Other quantized tests also need a good
masahi edited a comment on pull request #5834:
URL: https://github.com/apache/incubator-tvm/pull/5834#issuecomment-646575045
That 0.2 threshold was chosen arbitrary without a good reason. If you come
up with a principled crieteria it is great, as long as it won't get flaky.
Other qu
masahi commented on a change in pull request #5834:
URL: https://github.com/apache/incubator-tvm/pull/5834#discussion_r442779640
##
File path: python/tvm/relay/frontend/pytorch.py
##
@@ -2120,14 +2146,17 @@ def _get_constant(node):
attr_name = attribute_names[0]
t-vi commented on a change in pull request #5834:
URL: https://github.com/apache/incubator-tvm/pull/5834#discussion_r442784734
##
File path: python/tvm/relay/frontend/pytorch.py
##
@@ -2120,14 +2146,17 @@ def _get_constant(node):
attr_name = attribute_names[0]
giuseros commented on pull request #5754:
URL: https://github.com/apache/incubator-tvm/pull/5754#issuecomment-646613001
Hi @FrozenGene ,
Thanks for the review!
I applied your changes, but I get a (seemingly) unrelated test failure.
Could you double check please, and let me kno
t-vi commented on pull request #5834:
URL: https://github.com/apache/incubator-tvm/pull/5834#issuecomment-646632715
Looks like the CI likes the revised test criteron. :slightly_smiling_face:
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t-vi edited a comment on pull request #5834:
URL: https://github.com/apache/incubator-tvm/pull/5834#issuecomment-646632715
Looks like the CI likes the revised test criterion. :slightly_smiling_face:
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lixiaoquan commented on a change in pull request #5826:
URL: https://github.com/apache/incubator-tvm/pull/5826#discussion_r442871822
##
File path: python/tvm/relay/op/dynamic/transform.py
##
@@ -0,0 +1,74 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or mo
tqchen merged pull request #5851:
URL: https://github.com/apache/incubator-tvm/pull/5851
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tqchen merged pull request #5824:
URL: https://github.com/apache/incubator-tvm/pull/5824
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tqchen commented on pull request #5824:
URL: https://github.com/apache/incubator-tvm/pull/5824#issuecomment-646669685
Thanks @mbaret ! Thanks @areusch for reviewing
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tqchen merged pull request #5740:
URL: https://github.com/apache/incubator-tvm/pull/5740
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tqchen pushed a commit to branch v0.6
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git
The following commit(s) were added to refs/heads/v0.6 by this push:
new eacc886 fix #5849 (#5851)
eacc886 is describ
tqchen commented on pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#issuecomment-646670212
@junrushao1994 please rebase against the master
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tqchen pushed a commit to branch v0.6
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git
The following commit(s) were added to refs/heads/v0.6 by this push:
new eacc886 fix #5849 (#5851)
eacc886 is describ
tqchen commented on pull request #5740:
URL: https://github.com/apache/incubator-tvm/pull/5740#issuecomment-646669948
THanks @junrushao1994 @zhiics !
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 64766c2 [AutoTVM] Suppress the warning messages when compile engine
selects impls (#5821)
add c890573
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from c890573 [FIX] Recover global state after test_util.py (#5824)
add 55e02af [Object] Introduce POD-C Comp
tqchen merged pull request #5601:
URL: https://github.com/apache/incubator-tvm/pull/5601
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 55e02af [Object] Introduce POD-C Compliant tvm::Map (#5740)
add 9b7c078 [DataType] Add bfloat16 (#5601)
tqchen commented on a change in pull request #5601:
URL: https://github.com/apache/incubator-tvm/pull/5601#discussion_r442879205
##
File path: include/tvm/runtime/data_type.h
##
@@ -72,6 +73,9 @@ class DataType {
data_.code = static_cast(code);
data_.bits = static_cas
tqchen commented on pull request #5601:
URL: https://github.com/apache/incubator-tvm/pull/5601#issuecomment-646674793
Thanks @Menooker for being patient and keep improving the PR to maintain a
high quality standard! Thanks @ZhennanQin @junrushao1994 @liangfu for helpful
reviews!
tqchen commented on pull request #5854:
URL: https://github.com/apache/incubator-tvm/pull/5854#issuecomment-646682932
cc @junrushao1994 @tmoreau89 @zhiics @jroesch
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tqchen opened a new pull request #5854:
URL: https://github.com/apache/incubator-tvm/pull/5854
Fix for a minor issue due to concurrent merge of #5601 and #5740
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giuseros commented on pull request #5754:
URL: https://github.com/apache/incubator-tvm/pull/5754#issuecomment-646684376
It actually seems related to:
https://github.com/apache/incubator-tvm/issues/5827
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 9b7c078 [DataType] Add bfloat16 (#5601)
add 3c733b8 Add Python Classes for all Attrs (#5853)
No new re
tqchen commented on pull request #5853:
URL: https://github.com/apache/incubator-tvm/pull/5853#issuecomment-646698151
Thanks @t-vi !
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tqchen merged pull request #5853:
URL: https://github.com/apache/incubator-tvm/pull/5853
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zhiics commented on pull request #5772:
URL: https://github.com/apache/incubator-tvm/pull/5772#issuecomment-646701612
LGTM now. @yongfeng-nv @merrymercy @junrushao1994 any of you wants to take a
quick look?
This is an automa
zhiics opened a new pull request #5855:
URL: https://github.com/apache/incubator-tvm/pull/5855
This PR adds a VM instruction `ShapeOf` to get the shape of a tensor at
runtime. This instruction is always executed on CPU as there is no computation
required.
cc @icemelon9 @jroesch @wwe
ANSHUMAN87 commented on a change in pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#discussion_r442940997
##
File path: tests/cpp/target_test.cc
##
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contrib
tqchen commented on a change in pull request #5772:
URL: https://github.com/apache/incubator-tvm/pull/5772#discussion_r442947630
##
File path: src/arith/rewrite_simplify.cc
##
@@ -353,6 +353,15 @@ PrimExpr RewriteSimplifier::Impl::VisitExpr_(const
SubNode* op) {
trunc
tqchen commented on pull request #5772:
URL: https://github.com/apache/incubator-tvm/pull/5772#issuecomment-646751495
Arith simplification are key to the correctness so it would be great if we
can be extra careful here. It would be great if we can write down a proof for
the rule, or at lea
yzhliu merged pull request #5852:
URL: https://github.com/apache/incubator-tvm/pull/5852
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liuyizhi pushed a commit to branch v0.6
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git
The following commit(s) were added to refs/heads/v0.6 by this push:
new da1bc3d [BACKPORT-0.6] Fix NDArray SaveDLT
junrushao1994 commented on a change in pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#discussion_r442953431
##
File path: include/tvm/target/target_id.h
##
@@ -0,0 +1,298 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or mo
areusch commented on a change in pull request #5655:
URL: https://github.com/apache/incubator-tvm/pull/5655#discussion_r442953950
##
File path: tutorials/micro/micro_tflite.py
##
@@ -0,0 +1,216 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contribu
junrushao1994 commented on a change in pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#discussion_r442957099
##
File path: include/tvm/target/target_id.h
##
@@ -0,0 +1,298 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or mo
junrushao1994 commented on a change in pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#discussion_r442959777
##
File path: include/tvm/target/target_id.h
##
@@ -0,0 +1,298 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or mo
junrushao1994 commented on pull request #5854:
URL: https://github.com/apache/incubator-tvm/pull/5854#issuecomment-646781309
@tqchen CI is green. Let's get it merged quickly to unblock the mainline.
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zhic pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 3c733b8 Add Python Classes for all Attrs (#5853)
add aaed048 Fix map assign issue in CI test (#5854)
No
zhiics merged pull request #5854:
URL: https://github.com/apache/incubator-tvm/pull/5854
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junrushao1994 commented on a change in pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#discussion_r442968000
##
File path: include/tvm/target/target_id.h
##
@@ -0,0 +1,298 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or mo
junrushao1994 commented on a change in pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#discussion_r442969162
##
File path: include/tvm/target/target_id.h
##
@@ -0,0 +1,298 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or mo
junrushao1994 commented on a change in pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#discussion_r442972847
##
File path: include/tvm/target/target_id.h
##
@@ -0,0 +1,298 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or mo
junrushao1994 commented on pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#issuecomment-646791046
Thank you @ANSHUMAN87 for the review!
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ANSHUMAN87 commented on a change in pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#discussion_r442975202
##
File path: include/tvm/target/target_id.h
##
@@ -0,0 +1,298 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more
mbrookhart commented on a change in pull request #5826:
URL: https://github.com/apache/incubator-tvm/pull/5826#discussion_r442975459
##
File path: python/tvm/relay/op/dynamic/transform.py
##
@@ -0,0 +1,74 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or mo
junrushao1994 commented on a change in pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#discussion_r442980201
##
File path: include/tvm/target/target_id.h
##
@@ -0,0 +1,298 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or mo
icemelon9 commented on pull request #5826:
URL: https://github.com/apache/incubator-tvm/pull/5826#issuecomment-646810997
Shall we just call the namespace `dyn`? I'm okay with `dynamic`, but just
feel it is a bit long.
This i
t-vi commented on pull request #5834:
URL: https://github.com/apache/incubator-tvm/pull/5834#issuecomment-646812154
@masahi @siju-samuel Thank you for your reviews so far. Anything else I can
do to help this along?
This is a
junrushao1994 commented on a change in pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#discussion_r443011655
##
File path: tests/cpp/target_test.cc
##
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more cont
masahi commented on pull request #5834:
URL: https://github.com/apache/incubator-tvm/pull/5834#issuecomment-646857542
@siju-samuel You can merge this PR with your approval. I'm blocked by your
change request.
This is an auto
tqchen commented on pull request #5826:
URL: https://github.com/apache/incubator-tvm/pull/5826#issuecomment-646857875
I agree with @icemelon9 perhaps `dyn` is a better name here.
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mbrookhart opened a new pull request #5856:
URL: https://github.com/apache/incubator-tvm/pull/5856
@zhiics
In testing dynamic graphs, I've run into some pretty gnarly error messages
deep in the memory planner for graph runtime or deep in nested packed function
calls in the VM. In a
junrushao1994 commented on pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#issuecomment-646870388
@tqchen could you take another look?
Changes
- Added schema validation
- Added several tests
---
tqchen commented on a change in pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#discussion_r443061397
##
File path: src/target/target_id.cc
##
@@ -0,0 +1,128 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor
tqchen commented on pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#issuecomment-646878266
Note about the second level validation:
```
{
"id": "cuda",
"tag": "nvidia/tx2-cudnn",
"keys": ["cuda", "gpu"],
"libs": ["cudnn"],
junrushao1994 commented on pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#issuecomment-646887809
@tqchen As far as I could understand, we need validation twice, one for
target, one for target_host.
Therefore, the step-by-step procedure should be:
1) Let
robo-corg commented on a change in pull request #5830:
URL: https://github.com/apache/incubator-tvm/pull/5830#discussion_r442440869
##
File path: rust/tvm-graph-rt/src/allocator.rs
##
@@ -0,0 +1,73 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or mor
tqchen edited a comment on pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#issuecomment-646891831
Sorrt i omitted the libs and tags, they should be. Would be great if we can
have a test example
Th
tqchen commented on pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#issuecomment-646891831
Sorrt i omitted the libs and tags, they should be.
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trevor-m opened a new pull request #5857:
URL: https://github.com/apache/incubator-tvm/pull/5857
Some fixes a few months ago to the `get_valid_counts` CUDA implementation
broke OpenCL at the same time, because of the atomic add intrinsic which was
added.
This PR fixes `get_valid_cou
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from aaed048 Fix map assign issue in CI test (#5854)
add 11349c6 [DOCS] Update has_dtype/has_shape to patter
tqchen merged pull request #5847:
URL: https://github.com/apache/incubator-tvm/pull/5847
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badenh opened a new pull request #5858:
URL: https://github.com/apache/incubator-tvm/pull/5858
minor cleanups/corrections
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 su
junrushao1994 commented on pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#issuecomment-646905854
@tqchen Just added support for `target_host`, and right now are can support
validating the entire map directly via `TargetValidateSchema`
--
tqchen commented on a change in pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#discussion_r443085167
##
File path: src/target/target_id.cc
##
@@ -91,38 +91,74 @@ void VerifyTypeInfo(const ObjectRef& obj, const
TargetIdNode::ValueTypeInfo& inf
}
tqchen commented on a change in pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#discussion_r443085301
##
File path: src/target/target_id.cc
##
@@ -91,38 +91,74 @@ void VerifyTypeInfo(const ObjectRef& obj, const
TargetIdNode::ValueTypeInfo& inf
}
tqchen commented on a change in pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#discussion_r443085167
##
File path: src/target/target_id.cc
##
@@ -91,38 +91,74 @@ void VerifyTypeInfo(const ObjectRef& obj, const
TargetIdNode::ValueTypeInfo& inf
}
tqchen commented on pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#issuecomment-646907966
see some additional followups about making Target as part of the schema, to
recognize perhaps `Array` and `Target` and do recursive handling.
-
junrushao1994 commented on a change in pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#discussion_r443085597
##
File path: src/target/target_id.cc
##
@@ -91,38 +91,74 @@ void VerifyTypeInfo(const ObjectRef& obj, const
TargetIdNode::ValueTypeInfo& inf
tqchen commented on a change in pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#discussion_r443085746
##
File path: src/target/target_id.cc
##
@@ -91,38 +91,74 @@ void VerifyTypeInfo(const ObjectRef& obj, const
TargetIdNode::ValueTypeInfo& inf
}
junrushao1994 commented on pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#issuecomment-646908749
Future work may include:
1) Refactor the object `TargetNode`
2) Allow `Target` to be a special type supported in schema validation, so
that composite/recursive
tmoreau89 commented on a change in pull request #9:
URL: https://github.com/apache/incubator-tvm-vta/pull/9#discussion_r443088598
##
File path: config/intelfocl_sample.json
##
@@ -0,0 +1,13 @@
+{
+ "TARGET" : "intelfocl",
Review comment:
Agreed with the above comment
tmoreau89 commented on a change in pull request #9:
URL: https://github.com/apache/incubator-tvm-vta/pull/9#discussion_r443088686
##
File path: config/vta_cost.py
##
@@ -0,0 +1,102 @@
+# cost function for intelfocl 32*32 gemm version
+def cal_cost(insn):
+"""
+Cal the r
tmoreau89 commented on a change in pull request #9:
URL: https://github.com/apache/incubator-tvm-vta/pull/9#discussion_r443089629
##
File path: include/vta/hw_spec.h
##
@@ -404,7 +259,7 @@ typedef struct {
/*! \brief Destination index (indexes accum buffer) */
uint32_t ds
tmoreau89 commented on pull request #9:
URL: https://github.com/apache/incubator-tvm-vta/pull/9#issuecomment-646916505
Thanks @zhanghaohit for the PR! I left a couple questions, but will need to
review in more depth. One question: have you tested it on the Pynq board to see
if some changes
tmoreau89 commented on a change in pull request #5842:
URL: https://github.com/apache/incubator-tvm/pull/5842#discussion_r443090507
##
File path: src/tir/transforms/lower_tvm_builtin.cc
##
@@ -86,16 +86,19 @@ class BuiltinLower : public StmtExprMutator {
op = stmt.as();
tmoreau89 commented on a change in pull request #5842:
URL: https://github.com/apache/incubator-tvm/pull/5842#discussion_r443090563
##
File path: vta/python/vta/environment.py
##
@@ -241,7 +243,7 @@ def target_host(self):
return "llvm -target=armv7-none-linux-gnuea
tmoreau89 commented on a change in pull request #5842:
URL: https://github.com/apache/incubator-tvm/pull/5842#discussion_r443090782
##
File path: vta/tutorials/autotvm/tune_alu_vta.py
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@@ -0,0 +1,320 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more
tmoreau89 commented on pull request #5842:
URL: https://github.com/apache/incubator-tvm/pull/5842#issuecomment-646918453
Thanks @zhanghaohit for the contribution! I've taken a quick pass but will
need to make a more thorough pass next.
I believe it's important to check two things:
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 11349c6 [DOCS] Update has_dtype/has_shape to pattern lang doc (#5847)
add 2dcfd61 [Target] Introduce Ta
tqchen merged pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838
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tqchen commented on pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#issuecomment-646924759
Thanks @junrushao1994 !
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tqchen edited a comment on pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#issuecomment-646924759
Thanks @junrushao1994 @MarisaKirisame @ashutoshparkhi
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tqchen edited a comment on pull request #5838:
URL: https://github.com/apache/incubator-tvm/pull/5838#issuecomment-646924759
Thanks @junrushao1994 @ANSHUMAN87 !
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junrushao1994 opened a new pull request #5859:
URL: https://github.com/apache/incubator-tvm/pull/5859
Per discussion:
https://discuss.tvm.ai/t/latest-tvm-failed-to-build-on-mac-osx-with-llvm10/6993
The issue is found to be caused by LLVM's CMake returning nothing:
`llvm_map_componen
vinx13 commented on pull request #5758:
URL: https://github.com/apache/incubator-tvm/pull/5758#issuecomment-646937540
ping @abergeron
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