wrongtest commented on a change in pull request #4459: [RUNTIME] Implement
TVMDSOOp(TensorFlow custom op) for TVM runtime
URL: https://github.com/apache/incubator-tvm/pull/4459#discussion_r367271436
##
File path: src/contrib/tf_op/tvm_dso_op_kernels.cc
##
@@ -0,0 +1,285
wrongtest commented on a change in pull request #4459: [RUNTIME] Implement
TVMDSOOp(TensorFlow custom op) for TVM runtime
URL: https://github.com/apache/incubator-tvm/pull/4459#discussion_r367269079
##
File path: python/tvm/contrib/tf_op/module.py
##
@@ -0,0 +1,104 @@
+#
hlu1 commented on issue #4723: [Relay] Port relay.backend.build to c++
URL: https://github.com/apache/incubator-tvm/pull/4723#issuecomment-575019899
Sorry I missed a few things at the beginning and just added them.
Do you mean translating this part line by line,
yzhliu commented on issue #4684: [Arith] add SizeVar representing non-neg
valued variable in a tensor shape
URL: https://github.com/apache/incubator-tvm/pull/4684#issuecomment-574999427
Thanks @tqchen I'll take a look into the IndexVar and send another pr
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liuyizhi pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from d756d3c [REFACTOR][IR] Introduce include/tvm/target (#4721)
add 3a672e3 [Arith] add SizeVar
yzhliu merged pull request #4684: [Arith] add SizeVar representing non-neg
valued variable in a tensor shape
URL: https://github.com/apache/incubator-tvm/pull/4684
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wweic opened a new pull request #4724: [Relay][Op] Add type check to dense
URL: https://github.com/apache/incubator-tvm/pull/4724
Thanks for contributing to TVM! Please refer to guideline
https://docs.tvm.ai/contribute/ for useful information and tips. After the pull
request is
tqchen merged pull request #4721: [REFACTOR] Introduce include/tvm/target
URL: https://github.com/apache/incubator-tvm/pull/4721
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 51b5153 [VERSION] Update mainline version to 0.7.dev0 (#4720)
add d756d3c [REFACTOR][IR] Introduce
tqchen merged pull request #4720: [VERSION] Update mainline version to 0.7.dev0
URL: https://github.com/apache/incubator-tvm/pull/4720
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tqchen pushed a change to branch master
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from 0ec27f4 [REFACTOR][FFI] Make more clear naming for C API Type codes.
(#4715)
add 51b5153 [VERSION]
vexilligera edited a comment on issue #4676: Building TVM from source for
Windows with LLVM support
URL: https://github.com/apache/incubator-tvm/issues/4676#issuecomment-574577227
Hi, I am building MXNet with TVM on Windows to support TVMOps. Building LLVM
from source with Visual Studio
vexilligera edited a comment on issue #4676: Building TVM from source for
Windows with LLVM support
URL: https://github.com/apache/incubator-tvm/issues/4676#issuecomment-574577227
Hi, I am building MXNet with TVM on Windows to support TVMOps. Building LLVM
from source with Visual Studio
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 49d3144 [REFACTOR] Move support related code to include/tvm/support
(#4716)
add 0ec27f4
tqchen merged pull request #4715: [REFACTOR][FFI] Make more clear naming for C
API Type codes.
URL: https://github.com/apache/incubator-tvm/pull/4715
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MarisaKirisame edited a comment on issue #3914: [Relay] Add more check to type
relation.
URL: https://github.com/apache/incubator-tvm/pull/3914#issuecomment-574962702
@wweic sorry for the delay, I am busy submitting to ICML, please go ahead.
MarisaKirisame commented on issue #3914: [Relay] Add more check to type
relation.
URL: https://github.com/apache/incubator-tvm/pull/3914#issuecomment-574962702
@wweic sorry for the delay, I am busy submitting to ICML.
This
hlu1 opened a new pull request #4723: [Relay] Port relay.backend.build to c++
URL: https://github.com/apache/incubator-tvm/pull/4723
`relay.backend.build` is implemented in python and is used in C++ in
FrozenGene commented on a change in pull request #4564: [Doc] Introduction to
module serialization
URL: https://github.com/apache/incubator-tvm/pull/4564#discussion_r367205537
##
File path: docs/dev/introduction_to_module_serialization.rst
##
@@ -0,0 +1,227 @@
+..
FrozenGene commented on a change in pull request #4564: [Doc] Introduction to
module serialization
URL: https://github.com/apache/incubator-tvm/pull/4564#discussion_r367205537
##
File path: docs/dev/introduction_to_module_serialization.rst
##
@@ -0,0 +1,227 @@
+..
wweic commented on issue #4693: [runtime][refactor] Unify vm and interpreter
objects
URL: https://github.com/apache/incubator-tvm/pull/4693#issuecomment-574952009
I'll take a look soon.
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wweic commented on issue #3914: [Relay] Add more check to type relation.
URL: https://github.com/apache/incubator-tvm/pull/3914#issuecomment-574951703
@tqchen Yes, I'll send a follow up PR.
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shoubhik commented on a change in pull request #4714: Mxnet parser for Qnn
dialect
URL: https://github.com/apache/incubator-tvm/pull/4714#discussion_r367201345
##
File path: python/tvm/relay/frontend/mxnet.py
##
@@ -14,12 +14,14 @@
# KIND, either express or implied. See
apivovarov edited a comment on issue #2561: [Relay/TOPI][Op] Add batch_matmul
in relay and TOPI
URL: https://github.com/apache/incubator-tvm/pull/2561#issuecomment-574948299
In some cases relay.build hangs. The issue caused by
`topi/python/topi/x86/dense.py` [Line
apivovarov edited a comment on issue #2561: [Relay/TOPI][Op] Add batch_matmul
in relay and TOPI
URL: https://github.com/apache/incubator-tvm/pull/2561#issuecomment-574948299
In some cases relay.build hangs. The issue caused by
`topi/python/topi/x86/dense.py` Line 194`.
More info
apivovarov commented on issue #2561: [Relay/TOPI][Op] Add batch_matmul in relay
and TOPI
URL: https://github.com/apache/incubator-tvm/pull/2561#issuecomment-574948299
I some cases relay.build hangs. The issue caused by
`topi/python/topi/x86/dense.py` Line 194`.
More info
liangfu commented on a change in pull request #4714: Mxnet parser for Qnn
dialect
URL: https://github.com/apache/incubator-tvm/pull/4714#discussion_r367195032
##
File path: python/tvm/relay/frontend/mxnet_qnn_op_utils.py
##
@@ -21,52 +21,95 @@
import numpy as np
from
liangfu commented on a change in pull request #4714: Mxnet parser for Qnn
dialect
URL: https://github.com/apache/incubator-tvm/pull/4714#discussion_r367197041
##
File path: python/tvm/relay/frontend/mxnet.py
##
@@ -180,6 +190,17 @@ def _mx_conv2d(inputs, attrs):
liangfu commented on a change in pull request #4714: Mxnet parser for Qnn
dialect
URL: https://github.com/apache/incubator-tvm/pull/4714#discussion_r367198080
##
File path: python/tvm/relay/frontend/mxnet.py
##
@@ -1075,6 +1098,377 @@ def _mx_cond(inputs, attrs,
liangfu commented on a change in pull request #4714: Mxnet parser for Qnn
dialect
URL: https://github.com/apache/incubator-tvm/pull/4714#discussion_r367192729
##
File path: python/tvm/relay/frontend/mxnet.py
##
@@ -14,12 +14,14 @@
# KIND, either express or implied. See
liangfu commented on a change in pull request #4714: Mxnet parser for Qnn
dialect
URL: https://github.com/apache/incubator-tvm/pull/4714#discussion_r367196432
##
File path: src/relay/qnn/op/convolution.cc
##
@@ -57,7 +57,7 @@ bool QnnConv2DRel(const Array& types, int
tmoreau89 commented on issue #4698: [Runtime] EdgeTPU runtime for Coral Boards
URL: https://github.com/apache/incubator-tvm/pull/4698#issuecomment-574944892
@ZihengJiang I should have addressed all of your comments by now; let me
know if you're happy with the changes
tmoreau89 commented on a change in pull request #4698: [Runtime] EdgeTPU
runtime for Coral Boards
URL: https://github.com/apache/incubator-tvm/pull/4698#discussion_r367197404
##
File path: python/tvm/contrib/tflite_runtime.py
##
@@ -18,7 +18,7 @@
from .._ffi.function
tmoreau89 commented on a change in pull request #4698: [Runtime] EdgeTPU
runtime for Coral Boards
URL: https://github.com/apache/incubator-tvm/pull/4698#discussion_r367197362
##
File path: src/runtime/contrib/tflite/tflite_runtime.cc
##
@@ -92,20 +91,23 @@ DataType
tmoreau89 commented on a change in pull request #4698: [Runtime] EdgeTPU
runtime for Coral Boards
URL: https://github.com/apache/incubator-tvm/pull/4698#discussion_r367186135
##
File path: python/tvm/contrib/tflite_runtime.py
##
@@ -27,16 +27,25 @@ def
hcho3 edited a comment on issue #4707: [Relay][Frontend][TF] Fix handling of 0D
scalar Constant
URL: https://github.com/apache/incubator-tvm/pull/4707#issuecomment-574931580
Looks like this change breaks the following snippet:
hcho3 commented on issue #4707: [Relay][Frontend][TF] Fix handling of 0D scalar
Constant
URL: https://github.com/apache/incubator-tvm/pull/4707#issuecomment-574931580
Looks like this change breaks the following snippet:
hcho3 closed pull request #4707: [Relay][Frontend][TF] Fix handling of 0D
scalar Constant
URL: https://github.com/apache/incubator-tvm/pull/4707
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tqchen commented on issue #4693: [runtime][refactor] Unify vm and interpreter
objects
URL: https://github.com/apache/incubator-tvm/pull/4693#issuecomment-574930323
would be great if @wweic can also take a look
This is an
tqchen commented on issue #4722: [REFACTOR][ARITH] Unified IR, introduce arith
subfolder.
URL: https://github.com/apache/incubator-tvm/pull/4722#issuecomment-574928302
cc @yzhliu @ZihengJiang @wweic @zhiics
This is an
tqchen opened a new pull request #4722: [REFACTOR][ARITH] Unified IR, introduce
arith subfolder.
URL: https://github.com/apache/incubator-tvm/pull/4722
Spread the arithmetic.h into several components and move
into arith subfolder.
The arith namespace will be used for arithmetic
tmoreau89 commented on issue #4698: [Runtime] EdgeTPU runtime for Coral Boards
URL: https://github.com/apache/incubator-tvm/pull/4698#issuecomment-574923602
@ZihengJiang thanks for the feedback! The TFLite Interpreter still has
`AllocateTensors`; however I wan't sure if we'd ever need to
tmoreau89 commented on issue #4703: [VTA] Support network which have no unique
operator as start/stop name for graph pack.
URL: https://github.com/apache/incubator-tvm/pull/4703#issuecomment-574923019
Thanks for this useful feature @huajsj . I think that in the long terms this
pass will
tmoreau89 commented on a change in pull request #4703: [VTA] Support network
which have no unique operator as start/stop name for graph pack.
URL: https://github.com/apache/incubator-tvm/pull/4703#discussion_r367177369
##
File path: vta/python/vta/top/graphpack.py
##
@@
tqchen closed pull request #4650: [Bugfix] Support for placeholders defining
tensor shapes
URL: https://github.com/apache/incubator-tvm/pull/4650
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tqchen commented on issue #4650: [Bugfix] Support for placeholders defining
tensor shapes
URL: https://github.com/apache/incubator-tvm/pull/4650#issuecomment-574918973
close for now as this is a feature that we do not yet look into bring Thanks
@dpankratz !
tqchen opened a new pull request #4721: [REFACTOR][IR] Introduce
include/tvm/target
URL: https://github.com/apache/incubator-tvm/pull/4721
As part of Unified IR infra.
Introduce target folder to store all the compilation target related
information.
tqchen commented on issue #4721: [REFACTOR][IR] Introduce include/tvm/target
URL: https://github.com/apache/incubator-tvm/pull/4721#issuecomment-574917332
cc @zhiics @yzhliu @ZihengJiang
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zhiics commented on a change in pull request #4564: [Doc] Introduction to
module serialization
URL: https://github.com/apache/incubator-tvm/pull/4564#discussion_r367162864
##
File path: docs/dev/introduction_to_module_serialization.rst
##
@@ -0,0 +1,227 @@
+.. Licensed
zhiics commented on a change in pull request #4564: [Doc] Introduction to
module serialization
URL: https://github.com/apache/incubator-tvm/pull/4564#discussion_r367165589
##
File path: docs/dev/introduction_to_module_serialization.rst
##
@@ -0,0 +1,227 @@
+.. Licensed
zhiics commented on a change in pull request #4564: [Doc] Introduction to
module serialization
URL: https://github.com/apache/incubator-tvm/pull/4564#discussion_r367164474
##
File path: docs/dev/introduction_to_module_serialization.rst
##
@@ -0,0 +1,227 @@
+.. Licensed
zhiics commented on a change in pull request #4564: [Doc] Introduction to
module serialization
URL: https://github.com/apache/incubator-tvm/pull/4564#discussion_r367163440
##
File path: docs/dev/introduction_to_module_serialization.rst
##
@@ -0,0 +1,227 @@
+.. Licensed
zhiics commented on a change in pull request #4564: [Doc] Introduction to
module serialization
URL: https://github.com/apache/incubator-tvm/pull/4564#discussion_r367163646
##
File path: docs/dev/introduction_to_module_serialization.rst
##
@@ -0,0 +1,227 @@
+.. Licensed
tqchen commented on issue #4500: [VTA][Python] Instruction Level Metal Test
Infrastructure
URL: https://github.com/apache/incubator-tvm/pull/4500#issuecomment-574902734
@tmoreau89 @BenjaminTu would be great if we can followup on this thread
tqchen closed pull request #3940: WIP add transfer learning codes
URL: https://github.com/apache/incubator-tvm/pull/3940
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tqchen closed pull request #4067: [Relay] Add print_ir parameter to
build_config to print the IR between passes
URL: https://github.com/apache/incubator-tvm/pull/4067
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tqchen commented on issue #4277: [ARM][Topi] Improving Int8 Perf in Spatial
Conv2D schedule.
URL: https://github.com/apache/incubator-tvm/pull/4277#issuecomment-574902187
@FrozenGene @anijain2305 would be great if we can followup on this thread
tqchen commented on issue #3858: [AutoTVM][TOPI] AutoTVM support for NHWC con2d
URL: https://github.com/apache/incubator-tvm/pull/3858#issuecomment-574901363
superseded by #3859
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tqchen closed pull request #3914: [Relay] Add more check to type relation.
URL: https://github.com/apache/incubator-tvm/pull/3914
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tqchen commented on issue #3914: [Relay] Add more check to type relation.
URL: https://github.com/apache/incubator-tvm/pull/3914#issuecomment-574901114
close for now due to inactive status, @wweic can you simply take over and
send another patch?
tqchen closed pull request #3858: [AutoTVM][TOPI] AutoTVM support for NHWC con2d
URL: https://github.com/apache/incubator-tvm/pull/3858
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tqchen commented on a change in pull request #4693: [runtime][refactor] Unify
vm and interpreter objects
URL: https://github.com/apache/incubator-tvm/pull/4693#discussion_r367156258
##
File path: include/tvm/runtime/common_object.h
##
@@ -0,0 +1,71 @@
+/*
+ * Licensed to
tqchen commented on issue #4684: [Arith] add SizeVar representing non-neg
valued variable in a tensor shape
URL: https://github.com/apache/incubator-tvm/pull/4684#issuecomment-574899548
cc @yzhliu feel free to merge after fixing the nits. BTW, it also reminds me
if we would like to bring
tqchen commented on a change in pull request #4684: [Arith] add SizeVar
representing non-neg valued variable in a tensor shape
URL: https://github.com/apache/incubator-tvm/pull/4684#discussion_r367154337
##
File path: python/tvm/api.py
##
@@ -192,6 +192,25 @@ def
yzhliu commented on issue #4684: [Arith] add SizeVar representing non-neg
valued variable in a tensor shape
URL: https://github.com/apache/incubator-tvm/pull/4684#issuecomment-574898431
@tqchen I have address the comments and changed the name
tqchen closed issue #2030: [RFC] Mechanism to plugin intrinsic information
URL: https://github.com/apache/incubator-tvm/issues/2030
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tqchen edited a comment on issue #2030: [RFC] Mechanism to plugin intrinsic
information
URL: https://github.com/apache/incubator-tvm/issues/2030#issuecomment-574897907
close this for now. Thanks @xqdan
The new Unified IR RFC #4617 covers this aspect, by using relay's Op as a
tqchen commented on issue #2030: [RFC] Mechanism to plugin intrinsic information
URL: https://github.com/apache/incubator-tvm/issues/2030#issuecomment-574897907
close this for now.
The new Unified IR RFC #4617 covers this aspect, by using relay's Op as a
single source to register
tqchen commented on issue #4717: [AutoTVM] Failed to run autotvm example on GEMM
URL: https://github.com/apache/incubator-tvm/issues/4717#issuecomment-574897183
Thanks for asking the question, please open a new trouble shooting thread on
https://discuss.tvm.ai/
tqchen closed issue #4717: [AutoTVM] Failed to run autotvm example on GEMM
URL: https://github.com/apache/incubator-tvm/issues/4717
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tqchen opened a new pull request #4720: [VERSION] Update mainline version to
0.7.dev0
URL: https://github.com/apache/incubator-tvm/pull/4720
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tqchen opened a new pull request #4719: [COMMUNITY] @FrozenGene -> committer
URL: https://github.com/apache/incubator-tvm/pull/4719
Please join us to welcome @FrozenGene as a new committer
He as been an active advocator of TVM. He has helped reviewed many code
related to backend
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from b0b51f2 [REFACTOR][IR] attrs.h -> ir (#4709)
add 49d3144 [REFACTOR] Move support related code to
comaniac opened a new pull request #4718: [Docs] Bring Your Own Codegen Guide
-- Part 2
URL: https://github.com/apache/incubator-tvm/pull/4718
This continues #4602. Do not merge before #4602.
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Airtnp opened a new issue #4717: [AutoTVM] Failed to run autotvm example on GEMM
URL: https://github.com/apache/incubator-tvm/issues/4717
I was trying to use code from https://zhuanlan.zhihu.com/p/75203171 (it's a
Chinese post, but it's essential the same as [Writing tunable template and
soiferj commented on issue #4548: Windows support for autotvm - Do not merge
URL: https://github.com/apache/incubator-tvm/pull/4548#issuecomment-574865203
I've taken a look :) I'm not super familiar with a lot of the areas that you
touched, but I think we can move this from a draft PR to
jmorrill commented on issue #4548: Windows support for autotvm - Do not merge
URL: https://github.com/apache/incubator-tvm/pull/4548#issuecomment-574863098
> @jmorrill how would you feel about working toward merging this into public
TVM? It's important functionality.
I think that
tqchen commented on issue #4716: [REFACTOR] Move support related code to
include/tvm/support
URL: https://github.com/apache/incubator-tvm/pull/4716#issuecomment-574839896
cc @yzhliu @ZihengJiang
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tqchen opened a new pull request #4716: [REFACTOR] Move support related code to
include/tvm/support
URL: https://github.com/apache/incubator-tvm/pull/4716
- tvm/logging.h -> tvm/support/logging.h
- remove tvm/base.h, move with into tvm/support/with.h
tqchen commented on issue #4715: [REFACTOR][FFI] Make more clear naming for C
API Type codes.
URL: https://github.com/apache/incubator-tvm/pull/4715#issuecomment-574830804
cc @yzhliu @icemelon9 @ZihengJiang
This is an
shoubhik commented on issue #4714: Mxnet parser for Qnn dialect
URL: https://github.com/apache/incubator-tvm/pull/4714#issuecomment-574790244
@anijain2305 , @jackwish can you take a look at this.
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shoubhik opened a new pull request #4714: Mxnet parser for Qnn dialect
URL: https://github.com/apache/incubator-tvm/pull/4714
In this parser, I am including the changes needed for QNN dialect for Mxnet.
It has been tested with most of the open-source Mxnet models.
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zhic pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 83da72f [Relay][Frontend][TFLite] Add constant input support for
elemwise ops (#4666)
add b0b51f2
zhiics merged pull request #4709: [REFACTOR][IR] attrs.h -> ir
URL: https://github.com/apache/incubator-tvm/pull/4709
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tqchen commented on issue #: [TEST][FLAKY] test_adaptive_pool FAILED
URL: https://github.com/apache/incubator-tvm/issues/#issuecomment-574750940
@kevinthesun do you have any updates?
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tqchen edited a comment on issue #4670: [Relay] Bias missing in final layer of
Mobilenet?
URL: https://github.com/apache/incubator-tvm/issues/4670#issuecomment-574749839
Yes, we should add it, a PR is more than welcomed
This
tqchen commented on issue #4666: [Relay][Frontend][TFLite] Add constant input
support for elemwise ops
URL: https://github.com/apache/incubator-tvm/pull/4666#issuecomment-574749534
Thanks @wyc-ruiker @FrozenGene
This is an
tqchen commented on issue #4670: [Relay] Bias missing in final layer of
Mobilenet?
URL: https://github.com/apache/incubator-tvm/issues/4670#issuecomment-574749839
Yes, we should add it, PRs is more than welcomed
This is an
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 02c6767 [Relay][Frontend][TF] fix _parse_param bug (#4711)
add 83da72f [Relay][Frontend][TFLite] Add
tqchen merged pull request #4666: [Relay][Frontend][TFLite] Add constant input
support for elemwise ops
URL: https://github.com/apache/incubator-tvm/pull/4666
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kevinthesun commented on a change in pull request #4707: [Relay][Frontend][TF]
Fix handling of 0D scalar Constant
URL: https://github.com/apache/incubator-tvm/pull/4707#discussion_r366892830
##
File path: python/tvm/relay/frontend/tensorflow.py
##
@@ -2400,9 +2400,7 @@
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kevinthesun pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 4eecd2a link the math library by default (#4713)
add 02c6767 [Relay][Frontend][TF] fix
kevinthesun commented on issue #4711: [Relay][Frontend][TF] fix _parse_param bug
URL: https://github.com/apache/incubator-tvm/pull/4711#issuecomment-574673496
Thanks @LiangHao151941 @cchung100m
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vexilligera commented on issue #4676: Building TVM from source for Windows with
LLVM support
URL: https://github.com/apache/incubator-tvm/issues/4676#issuecomment-574577227
Hi, I am building MXNet with TVM on Windows to support TVMOps. Building LLVM
from source with Visual Studio 2017 or
FrozenGene commented on issue #4670: [Relay] Bias missing in final layer of
Mobilenet?
URL: https://github.com/apache/incubator-tvm/issues/4670#issuecomment-574566289
Yes. I think we miss it.
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