xutianming opened a new pull request #6203:
URL: https://github.com/apache/incubator-tvm/pull/6203
I was trying to tune a TextCNN model containing several `Conv1D` operators
in TorchScript format.
![image](https://user-images.githubusercontent.com/4970790/89259580-2dfbca00-d65d-11ea-8fb
MarisaKirisame merged pull request #6152:
URL: https://github.com/apache/incubator-tvm/pull/6152
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marisa 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 b6db7e3 [RELAY] Basic block normal form
MarisaKirisame commented on pull request #6152:
URL: https://github.com/apache/incubator-tvm/pull/6152#issuecomment-668374973
Thanks @eric-haibin-lin @mbrookhart @junrushao1994
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1210 commented on issue #6197:
URL: https://github.com/apache/incubator-tvm/issues/6197#issuecomment-668367782
This example code is incorrect.
```rust
// get the global TVM graph runtime function
let runtime_create_fn =
Function::get("tvm.graph_runtime.create").unwrap()
zeyu-hello opened a new pull request #6202:
URL: https://github.com/apache/incubator-tvm/pull/6202
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 r
wjliu1998 opened a new issue #6201:
URL: https://github.com/apache/incubator-tvm/issues/6201
When running
`TVM_FFI=ctypes python -m pytest -v
/home/liuwenjian/incubator-tvm/tests/python/frontend/pytorch/test_forward.py -k
"test_googlenet"
`
error will occur at
https://git
jcf94 commented on a change in pull request #6190:
URL: https://github.com/apache/incubator-tvm/pull/6190#discussion_r464757334
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+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
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jcf94 commented on a change in pull request #6190:
URL: https://github.com/apache/incubator-tvm/pull/6190#discussion_r464757285
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+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contr
jcf94 commented on a change in pull request #6190:
URL: https://github.com/apache/incubator-tvm/pull/6190#discussion_r464757105
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tqchen commented on pull request #6167:
URL: https://github.com/apache/incubator-tvm/pull/6167#issuecomment-668336940
THanks @jainris @leandron !
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tqchen merged pull request #6167:
URL: https://github.com/apache/incubator-tvm/pull/6167
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jcf94 commented on a change in pull request #6190:
URL: https://github.com/apache/incubator-tvm/pull/6190#discussion_r464756899
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from d9c4f82 [CI][ETHOSN] Enable CI for Ethos-N (#6171)
add 90bde33 [TFLite] Implemented PADV2 Operator for
tqchen commented on pull request #6171:
URL: https://github.com/apache/incubator-tvm/pull/6171#issuecomment-668335709
Thanks @mbaret @zhiics ! This PR is merged. I will send another note when
the docker binary get updated.
T
tqchen merged pull request #6171:
URL: https://github.com/apache/incubator-tvm/pull/6171
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 02b36e7 [DOCS] Added casting to hybrid script doc and fixed pass
infra doc (#6174)
add d9c4f82 [CI][ET
tqchen commented on pull request #6143:
URL: https://github.com/apache/incubator-tvm/pull/6143#issuecomment-668335342
@hzfan is this PR ready for review? cc @yzhliu please followup
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jcf94 commented on a change in pull request #6190:
URL: https://github.com/apache/incubator-tvm/pull/6190#discussion_r46479
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tqchen merged pull request #6174:
URL: https://github.com/apache/incubator-tvm/pull/6174
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from a0c072e [TIR][Transform] HoistIfThenElse added (#6066)
add 0e1f816 [Target] Rename target_id => target_
tqchen commented on pull request #6174:
URL: https://github.com/apache/incubator-tvm/pull/6174#issuecomment-668331487
Thanks @electriclilies @zhiics !
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 394bc33 [AutoScheduler] Fix alignment of note (#6181)
add 02b36e7 [DOCS] Added casting to hybrid script
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 0e1f816 [Target] Rename target_id => target_kind (#6199)
add 394bc33 [AutoScheduler] Fix alignment of n
tqchen merged pull request #6199:
URL: https://github.com/apache/incubator-tvm/pull/6199
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tqchen merged pull request #6181:
URL: https://github.com/apache/incubator-tvm/pull/6181
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merrymercy edited a comment on pull request #6187:
URL: https://github.com/apache/incubator-tvm/pull/6187#issuecomment-667658966
cc @junrushao1994 @comaniac @tqchen @jcf94 @ZihengJiang
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merrymercy commented on a change in pull request #6187:
URL: https://github.com/apache/incubator-tvm/pull/6187#discussion_r464750242
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##
@@ -0,0 +1,160 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ *
MarisaKirisame commented on pull request #6152:
URL: https://github.com/apache/incubator-tvm/pull/6152#issuecomment-668303155
@eric-haibin-lin please at me when it is done. I will merge it then.
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comaniac commented on a change in pull request #6190:
URL: https://github.com/apache/incubator-tvm/pull/6190#discussion_r464720927
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+/*
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+ * or m
masahi edited a comment on pull request #6200:
URL: https://github.com/apache/incubator-tvm/pull/6200#issuecomment-668298292
How about creating a simple NHWC relay graph by hand and doing dummy
quantization? Just to make sure it doesn't raise error.
---
masahi commented on pull request #6200:
URL: https://github.com/apache/incubator-tvm/pull/6200#issuecomment-668298292
How about creating a simple NHWC relay graph by hand and doing dummy
quantization? Just to make sure it doesn't rais error.
---
anijain2305 edited a comment on pull request #6200:
URL: https://github.com/apache/incubator-tvm/pull/6200#issuecomment-668296937
I was thinking of that too. But not sure what type of tests I can add. There
are nightly MXNet tests. Any suggestion?
-
anijain2305 commented on pull request #6200:
URL: https://github.com/apache/incubator-tvm/pull/6200#issuecomment-668296937
I was thinking of that too. But not sure what type of tests I can add. There
are nightly MXNet tests.
---
masahi commented on pull request #6200:
URL: https://github.com/apache/incubator-tvm/pull/6200#issuecomment-668296226
Better to add a test
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comaniac commented on a change in pull request #6187:
URL: https://github.com/apache/incubator-tvm/pull/6187#discussion_r464690412
##
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##
@@ -0,0 +1,160 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * o
anijain2305 opened a new pull request #6200:
URL: https://github.com/apache/incubator-tvm/pull/6200
@vinx13 @masahi
I am trying TF graphs and found compilation failures while quantizing.
Please review!
This is an
mbrookhart commented on a change in pull request #6198:
URL: https://github.com/apache/incubator-tvm/pull/6198#discussion_r464643632
##
File path: src/relay/op/dyn/image/resize.cc
##
@@ -0,0 +1,106 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or mor
zhiics commented on a change in pull request #6162:
URL: https://github.com/apache/incubator-tvm/pull/6162#discussion_r464201530
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@@ -0,0 +1,104 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
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MarisaKirisame commented on pull request #6152:
URL: https://github.com/apache/incubator-tvm/pull/6152#issuecomment-668238459
We can allow it if needed!
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mbrookhart edited a comment on pull request #6152:
URL: https://github.com/apache/incubator-tvm/pull/6152#issuecomment-668237667
> I dont think it break single responsibility - the code is doing conversion
and a single configuration param denote which conversion it is. Another way to
think
mbrookhart commented on pull request #6152:
URL: https://github.com/apache/incubator-tvm/pull/6152#issuecomment-668237667
> I dont think it break single responsibility - the code is doing conversion
and a single configuration param denote which conversion it is. Another way to
think about
MarisaKirisame merged pull request #6066:
URL: https://github.com/apache/incubator-tvm/pull/6066
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marisa pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 21e895c [TIR] Enhance VerifyGPUCode (#6194)
add a0c072e [TIR][Transform] HoistIfThenElse added (#6066)
MarisaKirisame commented on pull request #6066:
URL: https://github.com/apache/incubator-tvm/pull/6066#issuecomment-668234871
Thanks @ANSHUMAN87 @roastduck @kevinthesun @kparzysz-quic @hzfan
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MarisaKirisame commented on pull request #6152:
URL: https://github.com/apache/incubator-tvm/pull/6152#issuecomment-668234290
I dont think it break single responsibility - the code is doing conversion
and a single configuration param denote which conversion it is. Another way to
think abou
MarisaKirisame commented on pull request #6152:
URL: https://github.com/apache/incubator-tvm/pull/6152#issuecomment-668232639
Thanks @eric-haibin-lin @mbrookhart @junrushao1994
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lmzheng pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 84e3c19 [Fix] avoid unexpected throw in AttrInitEntry (#6128)
add 21e895c [TIR] Enhance VerifyGPUCode
kevinthesun commented on pull request #6066:
URL: https://github.com/apache/incubator-tvm/pull/6066#issuecomment-668224314
@ANSHUMAN87 Thanks for clarification. Though we might not need to do so in
this PR, it would be great if we can bring this in since AFAIK gpu is the major
case for thi
merrymercy merged pull request #6194:
URL: https://github.com/apache/incubator-tvm/pull/6194
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tqchen merged pull request #6128:
URL: https://github.com/apache/incubator-tvm/pull/6128
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tqchen commented on pull request #6128:
URL: https://github.com/apache/incubator-tvm/pull/6128#issuecomment-668201707
Thanks @hanzz2007 !
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tqchen 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 84e3c19 [Fix] avoid unexpected throw in
tqchen closed issue #6093:
URL: https://github.com/apache/incubator-tvm/issues/6093
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mbrookhart commented on a change in pull request #6152:
URL: https://github.com/apache/incubator-tvm/pull/6152#discussion_r464610109
##
File path: src/relay/transforms/to_basic_block_normal_form.cc
##
@@ -0,0 +1,104 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) un
zhiics commented on pull request #6193:
URL: https://github.com/apache/incubator-tvm/pull/6193#issuecomment-668192811
@tqchen I moved the debugging section to the the tutorial and updated the
tutorial correspondingly. Since there are examples using different ways
(including sequential) to
eric-haibin-lin commented on a change in pull request #6152:
URL: https://github.com/apache/incubator-tvm/pull/6152#discussion_r464588608
##
File path: src/relay/transforms/to_a_normal_form.cc
##
@@ -81,171 +70,187 @@ std::unordered_map
CalcScope(const DependencyGrap
gl
merrymercy commented on a change in pull request #6194:
URL: https://github.com/apache/incubator-tvm/pull/6194#discussion_r464592534
##
File path: src/tir/analysis/verify_gpu_code.cc
##
@@ -134,25 +138,28 @@ class GPUCodeVerifier : public StmtExprVisitor {
}
}
+ void
tqchen commented on issue #6179:
URL: https://github.com/apache/incubator-tvm/issues/6179#issuecomment-668176799
NOTE, the test is temporarily disabled in
https://github.com/apache/incubator-tvm/pull/6183, we will update this issue
again once @vinx13 fix the problem
-
electriclilies commented on a change in pull request #6198:
URL: https://github.com/apache/incubator-tvm/pull/6198#discussion_r464588897
##
File path: src/relay/op/dyn/image/resize.cc
##
@@ -0,0 +1,106 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or
ANSHUMAN87 commented on pull request #6066:
URL: https://github.com/apache/incubator-tvm/pull/6066#issuecomment-668167439
@kevinthesun : Thanks for your response!
I am familiar with the scenario you are referring for conv op. I agree to
the possibilities of hoisting in that case.
The
junrushao1994 opened a new pull request #6199:
URL: https://github.com/apache/incubator-tvm/pull/6199
Per
[discussion](https://discuss.tvm.ai/t/rfc-tvm-target-specification/6844/44?u=junrushao1994)
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electriclilies commented on a change in pull request #6198:
URL: https://github.com/apache/incubator-tvm/pull/6198#discussion_r464558226
##
File path: python/tvm/relay/op/image/image.py
##
@@ -239,6 +245,7 @@ def affine_grid(data, target_shape=None):
"""
return _make.
zhiics commented on a change in pull request #6193:
URL: https://github.com/apache/incubator-tvm/pull/6193#discussion_r464549657
##
File path: docs/dev/use_pass_infra.rst
##
@@ -0,0 +1,117 @@
+.. Licensed to the Apache Software Foundation (ASF) under one
+or more contribut
zhiics commented on a change in pull request #6193:
URL: https://github.com/apache/incubator-tvm/pull/6193#discussion_r464549657
##
File path: docs/dev/use_pass_infra.rst
##
@@ -0,0 +1,117 @@
+.. Licensed to the Apache Software Foundation (ASF) under one
+or more contribut
junrushao1994 commented on pull request #6195:
URL: https://github.com/apache/incubator-tvm/pull/6195#issuecomment-668127622
It is consistent with your findings
CC: @were
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tqchen commented on a change in pull request #6193:
URL: https://github.com/apache/incubator-tvm/pull/6193#discussion_r46452
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File path: docs/dev/use_pass_infra.rst
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zhic pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from d892881 [BUILD] Remove libtopi from the build (#6189)
add 3684a51 [FoldConstant] Create Interpreter for e
zhiics merged pull request #6195:
URL: https://github.com/apache/incubator-tvm/pull/6195
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zhiics commented on pull request #6195:
URL: https://github.com/apache/incubator-tvm/pull/6195#issuecomment-668121375
Thanks @anijain2305 @MarisaKirisame
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mbrookhart opened a new pull request #6198:
URL: https://github.com/apache/incubator-tvm/pull/6198
Thanks to @icemelon9 for some help debugging a unit test.
cc @zhiics @electriclilies
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zhiics commented on pull request #6124:
URL: https://github.com/apache/incubator-tvm/pull/6124#issuecomment-668093739
please trigger the ci again.
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mbrookhart commented on a change in pull request #6124:
URL: https://github.com/apache/incubator-tvm/pull/6124#discussion_r464491292
##
File path: tests/python/relay/test_pass_annotation.py
##
@@ -309,6 +309,76 @@ def test_visitor_annotation():
test_visitor_annotation()
mbaret commented on pull request #6171:
URL: https://github.com/apache/incubator-tvm/pull/6171#issuecomment-668088055
ping @tqchen, is there anything else that needs to be done here?
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leandron edited a comment on pull request #6167:
URL: https://github.com/apache/incubator-tvm/pull/6167#issuecomment-666226823
cc @anijain2305 @u99127 @FrozenGene @tqchen
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FrozenGene commented on a change in pull request #6196:
URL: https://github.com/apache/incubator-tvm/pull/6196#discussion_r464416067
##
File path: python/tvm/relay/frontend/coreml.py
##
@@ -350,6 +350,33 @@ def _MinLayerParams(op, inexpr, etab):
return _min
+def _Unary
1210 opened a new issue #6197:
URL: https://github.com/apache/incubator-tvm/issues/6197
I got this when trying example of rust frontend:
```
original image dimensions: (256, 256)
resized image dimensions: (224, 224)
input size is [1, 3, 224, 224]
thread 'main' panicked at
MarisaKirisame commented on pull request #6195:
URL: https://github.com/apache/incubator-tvm/pull/6195#issuecomment-667955487
This look right.
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siju-samuel opened a new pull request #6196:
URL: https://github.com/apache/incubator-tvm/pull/6196
@FrozenGene @masahi @yzhliu
Please help to review this PR.
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anijain2305 opened a new pull request #6195:
URL: https://github.com/apache/incubator-tvm/pull/6195
This is related to
https://discuss.tvm.ai/t/vm-slow-compilation-of-tf-object-detection-models/7479
For TF object detection models, a module has many functions (TF SSD
mobilenet has 48
jcf94 commented on a change in pull request #6194:
URL: https://github.com/apache/incubator-tvm/pull/6194#discussion_r464250287
##
File path: src/tir/analysis/verify_gpu_code.cc
##
@@ -134,25 +138,28 @@ class GPUCodeVerifier : public StmtExprVisitor {
}
}
+ void Visi
merrymercy opened a new pull request #6194:
URL: https://github.com/apache/incubator-tvm/pull/6194
- Improve vectorization check in VerifyGPUCode
- Add vthread length check in VerifyGPUCode
cc @jcf94 @FrozenGene @csullivan @larrywyang
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