hello-hzb commented on issue #2954: [RFC][AUTOTVM] Auto-Schedule from Compute
Declaration
URL: https://github.com/apache/incubator-tvm/issues/2954#issuecomment-552306982
@merrymercy
Hi Zheng,
My team has paied attension to your auto-scheduler work for a few days. No
update for a few
FrozenGene commented on a change in pull request #4277: [ARM][Topi] Improving
Int8 Perf in Spatial Conv2D schedule.
URL: https://github.com/apache/incubator-tvm/pull/4277#discussion_r344568267
##
File path: topi/python/topi/arm_cpu/conv2d_spatial_pack.py
##
@@ -93,24 +93,3
yzhliu commented on issue #4083: [tutorial] Relay pass infra tutorial
URL: https://github.com/apache/incubator-tvm/pull/4083#issuecomment-552304594
Thanks @zhiics @billzorn @MarisaKirisame @yongwww
This is an automated messag
yzhliu merged pull request #4083: [tutorial] Relay pass infra tutorial
URL: https://github.com/apache/incubator-tvm/pull/4083
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liuyizhi pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 1d24366 [TOPI][AlterOpLayout][ARM] Enabling NHWC to NCHW layout
transformation. (#4249)
add cff62bd
jwfromm commented on a change in pull request #4271: [Relay][Frontend][ONNX]
operator support: DepthToSpace, SpaceToDepth
URL: https://github.com/apache/incubator-tvm/pull/4271#discussion_r344565585
##
File path: tests/python/frontend/onnx/test_forward.py
##
@@ -77,22 +77,
FrozenGene commented on a change in pull request #4277: [ARM][Topi] Improving
Int8 Perf in Spatial Conv2D schedule.
URL: https://github.com/apache/incubator-tvm/pull/4277#discussion_r344559034
##
File path: topi/python/topi/arm_cpu/conv2d_spatial_pack.py
##
@@ -93,24 +93,3
cchung100m commented on a change in pull request #4271: [Relay][Frontend][ONNX]
operator support: DepthToSpace, SpaceToDepth
URL: https://github.com/apache/incubator-tvm/pull/4271#discussion_r344558194
##
File path: tests/python/frontend/onnx/test_forward.py
##
@@ -85,6 +8
anijain2305 commented on issue #4277: [ARM][Topi] Improving Int8 Perf in
Spatial Conv2D schedule.
URL: https://github.com/apache/incubator-tvm/pull/4277#issuecomment-552290839
@jackwish Thanks! Can you please review and let me know if you have more
comments?
@ajtulloch Let me know i
yongwww opened a new pull request #4301: [TF][TEST] add test_forward_reduce_any
back
URL: https://github.com/apache/incubator-tvm/pull/4301
the test case was removed in #4181 for some reason
@tqchen @soiferj @zhiics
T
jwfromm commented on a change in pull request #4271: [Relay][Frontend][ONNX]
operator support: DepthToSpace, SpaceToDepth
URL: https://github.com/apache/incubator-tvm/pull/4271#discussion_r344549122
##
File path: tests/python/frontend/onnx/test_forward.py
##
@@ -85,6 +85,1
jwfromm commented on a change in pull request #4271: [Relay][Frontend][ONNX]
operator support: DepthToSpace, SpaceToDepth
URL: https://github.com/apache/incubator-tvm/pull/4271#discussion_r344549188
##
File path: tests/python/frontend/onnx/test_forward.py
##
@@ -85,6 +85,1
tqchen commented on a change in pull request #4289: [RUNTIME][REFACTOR] Use
object protocol to support runtime::Module
URL: https://github.com/apache/incubator-tvm/pull/4289#discussion_r344549075
##
File path: include/tvm/runtime/module.h
##
@@ -71,7 +70,11 @@ class Module
tqchen commented on issue #4289: [RUNTIME][REFACTOR] Use object protocol to
support runtime::Module
URL: https://github.com/apache/incubator-tvm/pull/4289#issuecomment-552281875
after thinking a bit more, i agree that ObjectInternal could indeed be a
better name, I just pushed a change to
optima2005 opened a new pull request #4300: [Relay][Frontend][Tensorflow]Add
conv2d_transpose
URL: https://github.com/apache/incubator-tvm/pull/4300
Hi, This PR is to fix #4263
After investigation, I found this operation has been implemented in relay cc
codes and been working in ke
tqchen commented on issue #4289: [RUNTIME][REFACTOR] Use object protocol to
support runtime::Module
URL: https://github.com/apache/incubator-tvm/pull/4289#issuecomment-552280462
I thought a bit about Object::Internal, but eventually chose the name
FFIUtil because it also has a name for run
jwfromm edited a comment on issue #4271: [Relay][Frontend][ONNX] operator
support: DepthToSpace, SpaceToDepth
URL: https://github.com/apache/incubator-tvm/pull/4271#issuecomment-552280147
I've added onnxruntime to the docker image in PR #4299. Once it's merged and
the CI image is rebuilt t
jwfromm commented on issue #4271: [Relay][Frontend][ONNX] operator support:
DepthToSpace, SpaceToDepth
URL: https://github.com/apache/incubator-tvm/pull/4271#issuecomment-552280147
I've added onnxruntime to the docker image in PR #4299. Once it's merged the
tests in this PR should be able
jwfromm opened a new pull request #4299: [CI] Add onnxruntime to CI Image
URL: https://github.com/apache/incubator-tvm/pull/4299
As discussed in PR #4271, using the caffe runtime for our onnx testing is
not a good long term solution due to lack of op support. Instead, we should be
using th
junrushao1994 commented on issue #4289: [RUNTIME][REFACTOR] Use object protocol
to support runtime::Module
URL: https://github.com/apache/incubator-tvm/pull/4289#issuecomment-552277277
@tqchen The use case of the class `FFIUtil` makes sense to me now, but I
think it would be great to have
yzhliu commented on issue #4249: [TOPI][AlterOpLayout][ARM] Enabling NHWC to
NCHW layout transformation.
URL: https://github.com/apache/incubator-tvm/pull/4249#issuecomment-552275667
Thanks @anijain2305 @FrozenGene @jackwish @tqchen
yzhliu merged pull request #4249: [TOPI][AlterOpLayout][ARM] Enabling NHWC to
NCHW layout transformation.
URL: https://github.com/apache/incubator-tvm/pull/4249
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liuyizhi 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 1d24366 [TOPI][AlterOpLayout][ARM] Ena
yzhliu edited a comment on issue #4259: [DEV][DRAFT] TVM v0.6 Release candidate
URL: https://github.com/apache/incubator-tvm/issues/4259#issuecomment-550417287
# Build and Test
* Increate the robuteness of CI test
([#2841](https://github.com/dmlc/tvm/pull/2841),
[#2798](https://github.c
yzhliu removed a comment on issue #4259: [DEV][DRAFT] TVM v0.6 Release candidate
URL: https://github.com/apache/incubator-tvm/issues/4259#issuecomment-552266647
# Build and Test
* Increate the robuteness of CI test
([#2841](https://github.com/dmlc/tvm/pull/2841),
[#2798](https://github.
yzhliu commented on issue #4259: [DEV][DRAFT] TVM v0.6 Release candidate
URL: https://github.com/apache/incubator-tvm/issues/4259#issuecomment-552266647
# Build and Test
* Increate the robuteness of CI test
([#2841](https://github.com/dmlc/tvm/pull/2841),
[#2798](https://github.com/dmlc
jackwish commented on issue #4249: [TOPI][AlterOpLayout][ARM] Enabling NHWC to
NCHW layout transformation.
URL: https://github.com/apache/incubator-tvm/pull/4249#issuecomment-552263685
That sounds good, thank you :) @anijain2305
tqchen commented on issue #4289: [RUNTIME][REFACTOR] Use object protocol to
support runtime::Module
URL: https://github.com/apache/incubator-tvm/pull/4289#issuecomment-552255958
The main reason for the ffi_util.h is to keep these functionalities
internal, as we do not want to expose these
junrushao1994 commented on a change in pull request #4289: [RUNTIME][REFACTOR]
Use object protocol to support runtime::Module
URL: https://github.com/apache/incubator-tvm/pull/4289#discussion_r344525003
##
File path: src/runtime/micro/tcl_socket.h
##
@@ -18,7 +18,6 @@
*/
junrushao1994 commented on a change in pull request #4289: [RUNTIME][REFACTOR]
Use object protocol to support runtime::Module
URL: https://github.com/apache/incubator-tvm/pull/4289#discussion_r344524435
##
File path: include/tvm/runtime/module.h
##
@@ -71,7 +70,11 @@ class
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 2f65a87 [TFLite] Support PRelu (#4298)
add d2fc025 [RUTNIME] Support C++ RPC (#4281)
No new revisions
tqchen commented on issue #4281: [RUTNIME] Support C++ RPC
URL: https://github.com/apache/incubator-tvm/pull/4281#issuecomment-552244083
Thanks @FrozenGene @weberlo !
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tqchen merged pull request #4281: [RUTNIME] Support C++ RPC
URL: https://github.com/apache/incubator-tvm/pull/4281
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junrushao1994 commented on issue #4275: imp module is deprecated
URL: https://github.com/apache/incubator-tvm/pull/4275#issuecomment-552227157
Seems like your PR failed on an irrelevant place, so feel free to re-trigger
it.
BTW, I saw there is usage of `import imp` as well in
topi/p
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from fc28f7a [Test][TF][Relay] Fix argument preparation for vm test mode
(#4296)
add 2f65a87 [TFLite] Suppo
tqchen commented on issue #4298: [TFLite] Support PRelu
URL: https://github.com/apache/incubator-tvm/pull/4298#issuecomment-552226928
Thanks @FrozenGene
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tqchen merged pull request #4298: [TFLite] Support PRelu
URL: https://github.com/apache/incubator-tvm/pull/4298
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anijain2305 commented on issue #4249: [TOPI][AlterOpLayout][ARM] Enabling NHWC
to NCHW layout transformation.
URL: https://github.com/apache/incubator-tvm/pull/4249#issuecomment-55356
> Thanks for your detailed explanation @anijain2305 ! I missed you change of
removing legalization.
This is an automated email from the ASF dual-hosted git repository.
zhic pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 801cf0e [Codegen][cuda-fp16] fallback to fp32 simulation when cuda
arch < sm53 (#4268)
add fc28f7a [Test
zhiics merged pull request #4296: [Test][TF][Relay] Fix argument preparation
for vm test mode
URL: https://github.com/apache/incubator-tvm/pull/4296
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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-552219578
@ajtulloch it would be great if you can manage this PR, you should have the
permission to approve and merge
--
tqchen commented on issue #4249: [TOPI][AlterOpLayout][ARM] Enabling NHWC to
NCHW layout transformation.
URL: https://github.com/apache/incubator-tvm/pull/4249#issuecomment-552219192
I think we want an explicit LayoutConvert pass besides the automatic one to
give developer more flexibility
FrozenGene commented on issue #4281: [RUTNIME] Support C++ RPC
URL: https://github.com/apache/incubator-tvm/pull/4281#issuecomment-552219131
@tqchen Have resolved LOG(ERROR) -> LOG(FATAL) and gnulib issue.
This is an automated
FrozenGene edited a comment on issue #4281: [RUTNIME] Support C++ RPC
URL: https://github.com/apache/incubator-tvm/pull/4281#issuecomment-552219131
@tqchen Have resolved LOG(ERROR) -> LOG(FATAL) and gnulib issue. Please
review again
-
FrozenGene commented on a change in pull request #4281: [RUTNIME] Support C++
RPC
URL: https://github.com/apache/incubator-tvm/pull/4281#discussion_r344506405
##
File path: src/common/util.h
##
@@ -61,6 +65,41 @@ inline int TVMPClose(FILE* stream) {
return pclose(stream
FrozenGene commented on a change in pull request #4281: [RUTNIME] Support C++
RPC
URL: https://github.com/apache/incubator-tvm/pull/4281#discussion_r344506400
##
File path: apps/cpp_rpc/rpc_env.cc
##
@@ -164,8 +163,11 @@ void LinuxShared(const std::string output,
cmd
tqchen commented on issue #4271: [Relay][Frontend][ONNX] operator support:
DepthToSpace, SpaceToDepth
URL: https://github.com/apache/incubator-tvm/pull/4271#issuecomment-552218937
The procedure will be add onnxruntime dep to the
docker/install/install_ubuntu_onnx.sh, then we will rebuild a
tqchen commented on a change in pull request #4281: [RUTNIME] Support C++ RPC
URL: https://github.com/apache/incubator-tvm/pull/4281#discussion_r344506148
##
File path: src/common/util.h
##
@@ -61,6 +65,41 @@ inline int TVMPClose(FILE* stream) {
return pclose(stream);
#
tqchen commented on a change in pull request #4281: [RUTNIME] Support C++ RPC
URL: https://github.com/apache/incubator-tvm/pull/4281#discussion_r344506031
##
File path: apps/cpp_rpc/rpc_env.cc
##
@@ -164,8 +163,11 @@ void LinuxShared(const std::string output,
cmd += "
FrozenGene opened a new pull request #4298: [TFLite] Support PRelu
URL: https://github.com/apache/incubator-tvm/pull/4298
As discuss forum topic:
https://discuss.tvm.ai/t/missing-tflite-operators/3150/8, we want to have PRelu
support in TFLite
@apivovarov
-
icemelon9 commented on a change in pull request #4158: [PERF] Parallelize
reduction for CPU
URL: https://github.com/apache/incubator-tvm/pull/4158#discussion_r344504236
##
File path: topi/python/topi/x86/reduction.py
##
@@ -0,0 +1,81 @@
+# Licensed to the Apache Software F
icemelon9 commented on a change in pull request #4158: [PERF] Parallelize
reduction for CPU
URL: https://github.com/apache/incubator-tvm/pull/4158#discussion_r344504230
##
File path: topi/python/topi/x86/reduction.py
##
@@ -0,0 +1,81 @@
+# Licensed to the Apache Software F
cchung100m commented on issue #4283: Add support for quant. mul operator in
tflite frontend
URL: https://github.com/apache/incubator-tvm/pull/4283#issuecomment-552193779
Hi @inadob
Should we add the test case for `quant.mul `operator in tflite frontend?
FrozenGene opened a new pull request #4297: [OP] Support Faster-RCNN Proposal
OP on CPU.
URL: https://github.com/apache/incubator-tvm/pull/4297
Currently, our TVM only implement proposal op on CUDA. However, we should
support Proposal op on CPU too.
@vinx13 @tqchen please help to r
jackwish commented on issue #4249: [TOPI][AlterOpLayout][ARM] Enabling NHWC to
NCHW layout transformation.
URL: https://github.com/apache/incubator-tvm/pull/4249#issuecomment-552177275
Thanks for your detailed explanation @anijain2305 ! I missed you change of
removing legalization.
FrozenGene commented on issue #4281: [RUTNIME] Support C++ RPC
URL: https://github.com/apache/incubator-tvm/pull/4281#issuecomment-552174191
@tqchen @weberlo I should resolve all the comments. Please review again.
This is an a
jackwish edited a comment on issue #4277: [ARM][Topi] Improving Int8 Perf in
Spatial Conv2D schedule.
URL: https://github.com/apache/incubator-tvm/pull/4277#issuecomment-552174176
Thanks for your kind explanation @anijain2305 . That is exactly my
consideration as the legalization approach
jackwish commented on issue #4277: [ARM][Topi] Improving Int8 Perf in Spatial
Conv2D schedule.
URL: https://github.com/apache/incubator-tvm/pull/4277#issuecomment-552174176
Thanks for your kind explanation @anijain2305 . That is exactly my
consideration as the legalization approach may con
FrozenGene commented on a change in pull request #4281: [RUTNIME] Support C++
RPC
URL: https://github.com/apache/incubator-tvm/pull/4281#discussion_r344478767
##
File path: apps/cpp_rpc/rpc_env.cc
##
@@ -0,0 +1,247 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF
FrozenGene commented on a change in pull request #4281: [RUTNIME] Support C++
RPC
URL: https://github.com/apache/incubator-tvm/pull/4281#discussion_r344478615
##
File path: src/runtime/rpc/rpc_session.h
##
@@ -36,8 +36,29 @@
namespace tvm {
namespace runtime {
+// Magi
cchung100m commented on issue #4271: [Relay][Frontend][ONNX] operator support:
DepthToSpace, SpaceToDepth
URL: https://github.com/apache/incubator-tvm/pull/4271#issuecomment-552173389
Hi @jwfromm
Thanks for the prompt reply.
I agree that we can use the `onnxruntime` to test o
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