[GitHub] [incubator-tvm] kevinthesun commented on a change in pull request #4303: [TOPI][Relay][OP] Add a strided_set operation.

2019-11-22 Thread GitBox
kevinthesun commented on a change in pull request #4303: [TOPI][Relay][OP] Add a strided_set operation. URL: https://github.com/apache/incubator-tvm/pull/4303#discussion_r349860433 ## File path: python/tvm/relay/op/transform.py ## @@ -631,6 +631,36 @@ def

[GitHub] [incubator-tvm] kevinthesun commented on a change in pull request #4384: [ARM CPU] Fix infer shape error of depthwise

2019-11-22 Thread GitBox
kevinthesun commented on a change in pull request #4384: [ARM CPU] Fix infer shape error of depthwise URL: https://github.com/apache/incubator-tvm/pull/4384#discussion_r349860144 ## File path: python/tvm/relay/op/nn/_nn.py ## @@ -163,10 +163,17 @@ def

[GitHub] [incubator-tvm] kevinthesun merged pull request #4399: [Relay][Legalize] Legalize conv2d_transpose for NHWC

2019-11-22 Thread GitBox
kevinthesun merged pull request #4399: [Relay][Legalize] Legalize conv2d_transpose for NHWC URL: https://github.com/apache/incubator-tvm/pull/4399 This is an automated message from the Apache Git Service. To respond to the

[GitHub] [incubator-tvm] kevinthesun commented on issue #4399: [Relay][Legalize] Legalize conv2d_transpose for NHWC

2019-11-22 Thread GitBox
kevinthesun commented on issue #4399: [Relay][Legalize] Legalize conv2d_transpose for NHWC URL: https://github.com/apache/incubator-tvm/pull/4399#issuecomment-557770321 Thanks @apivovarov This is an automated message from

[incubator-tvm] branch master updated (87bd799 -> 9049d66)

2019-11-22 Thread kevinthesun
This is an automated email from the ASF dual-hosted git repository. kevinthesun pushed a change to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. from 87bd799 [RUNTIME] Move module export to the function level. (#4405) add 9049d66 [Relay][Legalize]

[GitHub] [incubator-tvm] yzhliu opened a new issue #4406: [RFC] Apache TVM 0.6.0 Release Candidate 0

2019-11-22 Thread GitBox
yzhliu opened a new issue #4406: [RFC] Apache TVM 0.6.0 Release Candidate 0 URL: https://github.com/apache/incubator-tvm/issues/4406 Dear Community, This is an RFC for verifying whether v0.6.0rc0 is good to go. The release candidate (release note, artifact and source code) can be

[GitHub] [incubator-tvm] optima2005 commented on a change in pull request #4400: implement conv3d op

2019-11-22 Thread GitBox
optima2005 commented on a change in pull request #4400: implement conv3d op URL: https://github.com/apache/incubator-tvm/pull/4400#discussion_r349859513 ## File path: python/tvm/contrib/cudnn.py ## @@ -384,3 +384,288 @@ def conv2d_forward(x, ins[0],

[GitHub] [incubator-tvm] optima2005 commented on a change in pull request #4400: implement conv3d op

2019-11-22 Thread GitBox
optima2005 commented on a change in pull request #4400: implement conv3d op URL: https://github.com/apache/incubator-tvm/pull/4400#discussion_r349859531 ## File path: python/tvm/contrib/cudnn.py ## @@ -384,3 +384,288 @@ def conv2d_forward(x, ins[0],

[GitHub] [incubator-tvm] optima2005 commented on a change in pull request #4400: implement conv3d op

2019-11-22 Thread GitBox
optima2005 commented on a change in pull request #4400: implement conv3d op URL: https://github.com/apache/incubator-tvm/pull/4400#discussion_r349859526 ## File path: python/tvm/contrib/cudnn.py ## @@ -384,3 +384,288 @@ def conv2d_forward(x, ins[0],

[GitHub] [incubator-tvm] kevinthesun commented on issue #4324: [Relay] Use opaque for where op

2019-11-22 Thread GitBox
kevinthesun commented on issue #4324: [Relay] Use opaque for where op URL: https://github.com/apache/incubator-tvm/pull/4324#issuecomment-557768279 @icemelon9 Looks like the performance gap is not huge for cpu. We can keep the current fusion pattern then.

[incubator-tvm] tag 0.6.0.rc0 created (now 452fa4b)

2019-11-22 Thread liuyizhi
This is an automated email from the ASF dual-hosted git repository. liuyizhi pushed a change to tag 0.6.0.rc0 in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. at 452fa4b (commit) No new revisions were added by this update.

[incubator-tvm] branch v0.6.0 updated (7429997 -> 452fa4b)

2019-11-22 Thread liuyizhi
This is an automated email from the ASF dual-hosted git repository. liuyizhi pushed a change to branch v0.6.0 in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. omit 7429997 [LICENSE] add 3rdparty licenses (#4402) omit 0f4b32f Added tflite frontend support for

[incubator-tvm] branch v0.6.0 updated (030a163 -> 7429997)

2019-11-22 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a change to branch v0.6.0 in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. from 030a163 update_document_after_repository_renamed (#4398) add 70017ef [Golang][Doc] improve the samples

[incubator-tvm] branch master updated (e081051 -> 87bd799)

2019-11-22 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a change to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. from e081051 [TVM][RUNTIME] A minimum example to generate external library wrappers for DSOModule (#4280)

[GitHub] [incubator-tvm] tqchen merged pull request #4405: [RUNTIME] Move module export to the function level.

2019-11-22 Thread GitBox
tqchen merged pull request #4405: [RUNTIME] Move module export to the function level. URL: https://github.com/apache/incubator-tvm/pull/4405 This is an automated message from the Apache Git Service. To respond to the

[GitHub] [incubator-tvm] tmoreau89 commented on issue #4318: [Relay][TOPI]Fix meaning of conv2d_transpose output_padding parameter

2019-11-22 Thread GitBox
tmoreau89 commented on issue #4318: [Relay][TOPI]Fix meaning of conv2d_transpose output_padding parameter URL: https://github.com/apache/incubator-tvm/pull/4318#issuecomment-557766083 @abergeron: I have good new and bad news. The *good news* is that I was able to find the root cause of

[GitHub] [incubator-tvm] masahi commented on issue #4400: implement conv3d op

2019-11-22 Thread GitBox
masahi commented on issue #4400: implement conv3d op URL: https://github.com/apache/incubator-tvm/pull/4400#issuecomment-557763063 @optima2005 can you add test cases to topi/tests/python too? This is an automated message from

[GitHub] [incubator-tvm] tqchen commented on issue #4405: [RUNTIME] Move module export to the function level.

2019-11-22 Thread GitBox
tqchen commented on issue #4405: [RUNTIME] Move module export to the function level. URL: https://github.com/apache/incubator-tvm/pull/4405#issuecomment-557762557 cc @yzhliu This is an automated message from the Apache Git

[GitHub] [incubator-tvm] masahi commented on issue #4400: implement conv3d op

2019-11-22 Thread GitBox
masahi commented on issue #4400: implement conv3d op URL: https://github.com/apache/incubator-tvm/pull/4400#issuecomment-557762187 @optima2005 thank you very much for working on this. Can we use cuDNN's ND API like cudnnSetConvolutionNdDescriptor for 2D convolution? It would be great if

[GitHub] [incubator-tvm] masahi commented on a change in pull request #4400: implement conv3d op

2019-11-22 Thread GitBox
masahi commented on a change in pull request #4400: implement conv3d op URL: https://github.com/apache/incubator-tvm/pull/4400#discussion_r349855690 ## File path: src/relay/op/nn/convolution.cc ## @@ -107,6 +107,63 @@ with the layer input to produce a tensor of outputs.

[GitHub] [incubator-tvm] masahi commented on a change in pull request #4400: implement conv3d op

2019-11-22 Thread GitBox
masahi commented on a change in pull request #4400: implement conv3d op URL: https://github.com/apache/incubator-tvm/pull/4400#discussion_r349855307 ## File path: python/tvm/contrib/cudnn.py ## @@ -384,3 +384,288 @@ def conv2d_forward(x, ins[0],

[GitHub] [incubator-tvm] masahi commented on a change in pull request #4400: implement conv3d op

2019-11-22 Thread GitBox
masahi commented on a change in pull request #4400: implement conv3d op URL: https://github.com/apache/incubator-tvm/pull/4400#discussion_r349855314 ## File path: python/tvm/contrib/cudnn.py ## @@ -384,3 +384,288 @@ def conv2d_forward(x, ins[0],

[GitHub] [incubator-tvm] broune commented on a change in pull request #4370: [WIP] Relay visualization: exporter + visualizer

2019-11-22 Thread GitBox
broune commented on a change in pull request #4370: [WIP] Relay visualization: exporter + visualizer URL: https://github.com/apache/incubator-tvm/pull/4370#discussion_r349854956 ## File path: python/tvm/relay/analysis.py ## @@ -408,3 +411,116 @@ def

[GitHub] [incubator-tvm] yangjunpro commented on issue #2954: [RFC][AUTOTVM] Auto-Schedule from Compute Declaration

2019-11-22 Thread GitBox
yangjunpro commented on issue #2954: [RFC][AUTOTVM] Auto-Schedule from Compute Declaration URL: https://github.com/apache/incubator-tvm/issues/2954#issuecomment-557759402 > Hi @yangjunpro @hello-hzb , > This project has been suspended for several months. I won't continue my work on the

[GitHub] [incubator-tvm] tqchen edited a comment on issue #4304: [RFC] Benchmark Performance Log Format WIP

2019-11-22 Thread GitBox
tqchen edited a comment on issue #4304: [RFC] Benchmark Performance Log Format WIP URL: https://github.com/apache/incubator-tvm/issues/4304#issuecomment-557753424 To address @u99127 's concern, we could add an optional runtime_raw field. Note we may not be able to get accurate measurement

[GitHub] [incubator-tvm] tqchen edited a comment on issue #4304: [RFC] Benchmark Performance Log Format WIP

2019-11-22 Thread GitBox
tqchen edited a comment on issue #4304: [RFC] Benchmark Performance Log Format WIP URL: https://github.com/apache/incubator-tvm/issues/4304#issuecomment-557753424 To address @u99127 's concern, we could add an optional runtime_raw field. Note we may not necessarily be able to get accurate

[GitHub] [incubator-tvm] tqchen commented on issue #4304: [RFC] Benchmark Performance Log Format WIP

2019-11-22 Thread GitBox
tqchen commented on issue #4304: [RFC] Benchmark Performance Log Format WIP URL: https://github.com/apache/incubator-tvm/issues/4304#issuecomment-557753424 To address @u99127 's concern, we could add an optional runtime_raw field. Note we may not necessarily be able to get accurate

[GitHub] [incubator-tvm] tqchen opened a new pull request #4405: [RUNTIME] Move module export to the function level.

2019-11-22 Thread GitBox
tqchen opened a new pull request #4405: [RUNTIME] Move module export to the function level. URL: https://github.com/apache/incubator-tvm/pull/4405 cc @zhiics @comaniac This is an automated message from the Apache Git

[GitHub] [incubator-tvm] tqchen edited a comment on issue #4280: [TVM][RUNTIME] A minimum example to generate external library wrappers for DSOModule

2019-11-22 Thread GitBox
tqchen edited a comment on issue #4280: [TVM][RUNTIME] A minimum example to generate external library wrappers for DSOModule URL: https://github.com/apache/incubator-tvm/pull/4280#issuecomment-557751864 @zhiics @comaniac please followup to fix the windows build error here

[GitHub] [incubator-tvm] tqchen commented on issue #4280: [TVM][RUNTIME] A minimum example to generate external library wrappers for DSOModule

2019-11-22 Thread GitBox
tqchen commented on issue #4280: [TVM][RUNTIME] A minimum example to generate external library wrappers for DSOModule URL: https://github.com/apache/incubator-tvm/pull/4280#issuecomment-557751864 @zhiics @comaniac please followup to fix the windows build error here

[GitHub] [incubator-tvm] broune commented on a change in pull request #4404: [AutoTVM] select model with the most tuned schedules

2019-11-22 Thread GitBox
broune commented on a change in pull request #4404: [AutoTVM] select model with the most tuned schedules URL: https://github.com/apache/incubator-tvm/pull/4404#discussion_r349849273 ## File path: python/tvm/autotvm/tophub.py ## @@ -218,12 +218,14 @@ def

[GitHub] [incubator-tvm] u99127 commented on issue #4304: [RFC] Benchmark Performance Log Format WIP

2019-11-22 Thread GitBox
u99127 commented on issue #4304: [RFC] Benchmark Performance Log Format WIP URL: https://github.com/apache/incubator-tvm/issues/4304#issuecomment-557749626 @tmoreau89 - I lean more towards storing the list of raw measurements.

[GitHub] [incubator-tvm] tmoreau89 commented on issue #4304: [RFC] Benchmark Performance Log Format WIP

2019-11-22 Thread GitBox
tmoreau89 commented on issue #4304: [RFC] Benchmark Performance Log Format WIP URL: https://github.com/apache/incubator-tvm/issues/4304#issuecomment-557748992 @u99127 do you lean more towards storing the list of measurements (e.g. over 10 runs) and letting the user implement their

[GitHub] [incubator-tvm] u99127 commented on issue #4304: [RFC] Benchmark Performance Log Format WIP

2019-11-22 Thread GitBox
u99127 commented on issue #4304: [RFC] Benchmark Performance Log Format WIP URL: https://github.com/apache/incubator-tvm/issues/4304#issuecomment-557748479 Thanks @tqchen , Ok, now the term "engine" makes sense. My experience has been different. Some prefer median over mean, others

[GitHub] [incubator-tvm] tqchen commented on issue #4304: [RFC] Benchmark Performance Log Format WIP

2019-11-22 Thread GitBox
tqchen commented on issue #4304: [RFC] Benchmark Performance Log Format WIP URL: https://github.com/apache/incubator-tvm/issues/4304#issuecomment-557744542 re @u99127 's comment about raw statistics, given that some executions have to be run over multiple iterations to get a meaningful

[GitHub] [incubator-tvm] u99127 commented on a change in pull request #4274: [µTVM] Enable AutoTVM for ARM STM32F746XX Boards

2019-11-22 Thread GitBox
u99127 commented on a change in pull request #4274: [µTVM] Enable AutoTVM for ARM STM32F746XX Boards URL: https://github.com/apache/incubator-tvm/pull/4274#discussion_r349843771 ## File path: python/tvm/micro/device/arm/stm32f746xx.py ## @@ -0,0 +1,123 @@ +# Licensed to

[GitHub] [incubator-tvm] tqchen commented on issue #4304: [RFC] Benchmark Performance Log Format WIP

2019-11-22 Thread GitBox
tqchen commented on issue #4304: [RFC] Benchmark Performance Log Format WIP URL: https://github.com/apache/incubator-tvm/issues/4304#issuecomment-557743387 After looking at the schema for a bit. I feel that it would be helpful to categorize things into two categories: - timestamp,

[GitHub] [incubator-tvm] u99127 commented on issue #4304: [RFC] Benchmark Performance Log Format WIP

2019-11-22 Thread GitBox
u99127 commented on issue #4304: [RFC] Benchmark Performance Log Format WIP URL: https://github.com/apache/incubator-tvm/issues/4304#issuecomment-557742808 To pick up on a couple of topics from the Pull Request. 1. I've found that keeping the raw data allows one to process it in

[GitHub] [incubator-tvm] tqchen commented on issue #4366: [DOCS] add benchmark log format doc

2019-11-22 Thread GitBox
tqchen commented on issue #4366: [DOCS] add benchmark log format doc URL: https://github.com/apache/incubator-tvm/pull/4366#issuecomment-557742019 @u99127 would be great if you can bring the proposed changes to the RFC discussion. Given that this is a proposal for standard among the

[GitHub] [incubator-tvm] u99127 commented on a change in pull request #4274: [µTVM] Enable AutoTVM for ARM STM32F746XX Boards

2019-11-22 Thread GitBox
u99127 commented on a change in pull request #4274: [µTVM] Enable AutoTVM for ARM STM32F746XX Boards URL: https://github.com/apache/incubator-tvm/pull/4274#discussion_r349841762 ## File path: python/tvm/micro/device/arm/stm32f746xx.py ## @@ -0,0 +1,123 @@ +# Licensed to

[GitHub] [incubator-tvm] u99127 commented on a change in pull request #4274: [µTVM] Enable AutoTVM for ARM STM32F746XX Boards

2019-11-22 Thread GitBox
u99127 commented on a change in pull request #4274: [µTVM] Enable AutoTVM for ARM STM32F746XX Boards URL: https://github.com/apache/incubator-tvm/pull/4274#discussion_r349841385 ## File path: python/tvm/micro/device/arm/stm32f746xx.py ## @@ -0,0 +1,123 @@ +# Licensed to

[GitHub] [incubator-tvm] weberlo commented on issue #4274: [µTVM] Enable AutoTVM for ARM STM32F746XX Boards

2019-11-22 Thread GitBox
weberlo commented on issue #4274: [µTVM] Enable AutoTVM for ARM STM32F746XX Boards URL: https://github.com/apache/incubator-tvm/pull/4274#issuecomment-557740279 > Now, why is this important ? In this world there are multiple implementations with Cortex-M7 with an FP5-SP-D16 FPU init, but

[GitHub] [incubator-tvm] niconiconi closed issue #4403: [RFC][Cryptography] Modernize the cryptography implementation

2019-11-22 Thread GitBox
niconiconi closed issue #4403: [RFC][Cryptography] Modernize the cryptography implementation URL: https://github.com/apache/incubator-tvm/issues/4403 This is an automated message from the Apache Git Service. To respond to

[GitHub] [incubator-tvm] niconiconi commented on issue #4403: [RFC][Cryptography] Modernize the cryptography implementation

2019-11-22 Thread GitBox
niconiconi commented on issue #4403: [RFC][Cryptography] Modernize the cryptography implementation URL: https://github.com/apache/incubator-tvm/issues/4403#issuecomment-557739982 > Interesting, cc @nhynes regarding rust interface.

[GitHub] [incubator-tvm] niconiconi opened a new issue #4403: [RFC][Cryptography] Modernize the cryptography implementation

2019-11-22 Thread GitBox
niconiconi opened a new issue #4403: [RFC][Cryptography] Modernize the cryptography implementation URL: https://github.com/apache/incubator-tvm/issues/4403 Significant progress has been made during recent years due to the development of blockchain. However, these cryptography protocols

[GitHub] [incubator-tvm] niconiconi removed a comment on issue #4403: [RFC][Cryptography] Modernize the cryptography implementation

2019-11-22 Thread GitBox
niconiconi removed a comment on issue #4403: [RFC][Cryptography] Modernize the cryptography implementation URL: https://github.com/apache/incubator-tvm/issues/4403#issuecomment-557739982 > Interesting, cc @nhynes regarding rust interface.

[GitHub] [incubator-tvm] nhynes edited a comment on issue #4403: [RFC][Cryptography] Modernize the cryptography implementation

2019-11-22 Thread GitBox
nhynes edited a comment on issue #4403: [RFC][Cryptography] Modernize the cryptography implementation URL: https://github.com/apache/incubator-tvm/issues/4403#issuecomment-557739011 > rust interface The rust interface is currently only that of a TVM runtime, but that's sufficient

[GitHub] [incubator-tvm] weberlo commented on a change in pull request #4274: [µTVM] Enable AutoTVM for ARM STM32F746XX Boards

2019-11-22 Thread GitBox
weberlo commented on a change in pull request #4274: [µTVM] Enable AutoTVM for ARM STM32F746XX Boards URL: https://github.com/apache/incubator-tvm/pull/4274#discussion_r349839684 ## File path: python/tvm/micro/device/arm/stm32f746xx.py ## @@ -0,0 +1,123 @@ +# Licensed to

[GitHub] [incubator-tvm] weberlo commented on a change in pull request #4274: [µTVM] Enable AutoTVM for ARM STM32F746XX Boards

2019-11-22 Thread GitBox
weberlo commented on a change in pull request #4274: [µTVM] Enable AutoTVM for ARM STM32F746XX Boards URL: https://github.com/apache/incubator-tvm/pull/4274#discussion_r349838632 ## File path: python/tvm/micro/base.py ## @@ -14,129 +14,157 @@ # KIND, either express or

[GitHub] [incubator-tvm] nhynes commented on issue #4403: [RFC][Cryptography] Modernize the cryptography implementation

2019-11-22 Thread GitBox
nhynes commented on issue #4403: [RFC][Cryptography] Modernize the cryptography implementation URL: https://github.com/apache/incubator-tvm/issues/4403#issuecomment-557739011 > rust interface The rust interface is currently only that of a TVM runtime, but that's sufficient since

[GitHub] [incubator-tvm] weberlo commented on a change in pull request #4274: [µTVM] Enable AutoTVM for ARM STM32F746XX Boards

2019-11-22 Thread GitBox
weberlo commented on a change in pull request #4274: [µTVM] Enable AutoTVM for ARM STM32F746XX Boards URL: https://github.com/apache/incubator-tvm/pull/4274#discussion_r349839226 ## File path: python/tvm/micro/device/arm/stm32f746xx.py ## @@ -0,0 +1,123 @@ +# Licensed to

[GitHub] [incubator-tvm] weberlo commented on a change in pull request #4274: [µTVM] Enable AutoTVM for ARM STM32F746XX Boards

2019-11-22 Thread GitBox
weberlo commented on a change in pull request #4274: [µTVM] Enable AutoTVM for ARM STM32F746XX Boards URL: https://github.com/apache/incubator-tvm/pull/4274#discussion_r349839885 ## File path: src/runtime/micro/micro_session.h ## @@ -174,29 +204,24 @@ class MicroSession :

[GitHub] [incubator-tvm] u99127 commented on a change in pull request #4366: [DOCS] add benchmark log format doc

2019-11-22 Thread GitBox
u99127 commented on a change in pull request #4366: [DOCS] add benchmark log format doc URL: https://github.com/apache/incubator-tvm/pull/4366#discussion_r349835991 ## File path: docs/dev/benchmark.rst ## @@ -0,0 +1,123 @@ +.. Licensed to the Apache Software Foundation

[GitHub] [incubator-tvm] u99127 commented on a change in pull request #4366: [DOCS] add benchmark log format doc

2019-11-22 Thread GitBox
u99127 commented on a change in pull request #4366: [DOCS] add benchmark log format doc URL: https://github.com/apache/incubator-tvm/pull/4366#discussion_r349835941 ## File path: docs/dev/benchmark.rst ## @@ -0,0 +1,123 @@ +.. Licensed to the Apache Software Foundation

[GitHub] [incubator-tvm] u99127 commented on a change in pull request #4366: [DOCS] add benchmark log format doc

2019-11-22 Thread GitBox
u99127 commented on a change in pull request #4366: [DOCS] add benchmark log format doc URL: https://github.com/apache/incubator-tvm/pull/4366#discussion_r349834678 ## File path: docs/dev/benchmark.rst ## @@ -0,0 +1,123 @@ +.. Licensed to the Apache Software Foundation

[GitHub] [incubator-tvm] u99127 commented on a change in pull request #4366: [DOCS] add benchmark log format doc

2019-11-22 Thread GitBox
u99127 commented on a change in pull request #4366: [DOCS] add benchmark log format doc URL: https://github.com/apache/incubator-tvm/pull/4366#discussion_r349836030 ## File path: docs/dev/benchmark.rst ## @@ -0,0 +1,123 @@ +.. Licensed to the Apache Software Foundation

[GitHub] [incubator-tvm] masahi commented on issue #4403: [RFC][Cryptography] Modernize the cryptography implementation

2019-11-22 Thread GitBox
masahi commented on issue #4403: [RFC][Cryptography] Modernize the cryptography implementation URL: https://github.com/apache/incubator-tvm/issues/4403#issuecomment-557733313 Interesting, cc @nhynes regarding rust interface.

[GitHub] [incubator-tvm] apivovarov commented on a change in pull request #4399: [Relay][Legalize] Legalize conv2d_transpose for NHWC

2019-11-22 Thread GitBox
apivovarov commented on a change in pull request #4399: [Relay][Legalize] Legalize conv2d_transpose for NHWC URL: https://github.com/apache/incubator-tvm/pull/4399#discussion_r349834656 ## File path: topi/python/topi/nn/conv2d_transpose.py ## @@ -102,3 +103,61 @@ def

[incubator-tvm] branch master updated (7429997 -> e081051)

2019-11-22 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a change to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. from 7429997 [LICENSE] add 3rdparty licenses (#4402) add e081051 [TVM][RUNTIME] A minimum example to

[GitHub] [incubator-tvm] tqchen merged pull request #4280: [TVM][RUNTIME] A minimum example to generate external library wrappers for DSOModule

2019-11-22 Thread GitBox
tqchen merged pull request #4280: [TVM][RUNTIME] A minimum example to generate external library wrappers for DSOModule URL: https://github.com/apache/incubator-tvm/pull/4280 This is an automated message from the Apache Git

[GitHub] [incubator-tvm] anijain2305 commented on a change in pull request #4399: [Relay][Legalize] Legalize conv2d_transpose for NHWC

2019-11-22 Thread GitBox
anijain2305 commented on a change in pull request #4399: [Relay][Legalize] Legalize conv2d_transpose for NHWC URL: https://github.com/apache/incubator-tvm/pull/4399#discussion_r349829981 ## File path: topi/python/topi/nn/conv2d_transpose.py ## @@ -102,3 +103,61 @@ def

[GitHub] [incubator-tvm] icemelon9 commented on issue #4324: [Relay] Use opaque for where op

2019-11-22 Thread GitBox
icemelon9 commented on issue #4324: [Relay] Use opaque for where op URL: https://github.com/apache/incubator-tvm/pull/4324#issuecomment-557727463 @tqchen After some benchmark, I do see there's slightly improvement on the CPU instances. On C5.9xl, with where being opaque, the latency of

[GitHub] [incubator-tvm] tmoreau89 commented on issue #4304: [RFC] Benchmark Performance Log Format WIP

2019-11-22 Thread GitBox
tmoreau89 commented on issue #4304: [RFC] Benchmark Performance Log Format WIP URL: https://github.com/apache/incubator-tvm/issues/4304#issuecomment-557726382 @tqchen `docker_tag` is under metadata; therefore it's mostly seen as optional (and is here for example purposes) Indeed

[incubator-tvm] branch master updated (0f4b32f -> 7429997)

2019-11-22 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a change to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. from 0f4b32f Added tflite frontend support for quantized mean. (#4339) add 7429997 [LICENSE] add 3rdparty

[GitHub] [incubator-tvm] zxy844288792 opened a new pull request #4404: [AutoTVM] select model with the most tuned schedules

2019-11-22 Thread GitBox
zxy844288792 opened a new pull request #4404: [AutoTVM] select model with the most tuned schedules URL: https://github.com/apache/incubator-tvm/pull/4404 Recently I noticed that the performance for gpu drops significantly for conv2d with untuned workload. I did some investigation and some

[GitHub] [incubator-tvm] u99127 commented on a change in pull request #4274: [µTVM] Enable AutoTVM for ARM STM32F746XX Boards

2019-11-22 Thread GitBox
u99127 commented on a change in pull request #4274: [µTVM] Enable AutoTVM for ARM STM32F746XX Boards URL: https://github.com/apache/incubator-tvm/pull/4274#discussion_r349747601 ## File path: python/tvm/micro/base.py ## @@ -14,129 +14,157 @@ # KIND, either express or

[GitHub] [incubator-tvm] u99127 commented on a change in pull request #4274: [µTVM] Enable AutoTVM for ARM STM32F746XX Boards

2019-11-22 Thread GitBox
u99127 commented on a change in pull request #4274: [µTVM] Enable AutoTVM for ARM STM32F746XX Boards URL: https://github.com/apache/incubator-tvm/pull/4274#discussion_r349797868 ## File path: src/runtime/micro/micro_session.h ## @@ -174,29 +204,24 @@ class MicroSession :

[GitHub] [incubator-tvm] u99127 commented on a change in pull request #4274: [µTVM] Enable AutoTVM for ARM STM32F746XX Boards

2019-11-22 Thread GitBox
u99127 commented on a change in pull request #4274: [µTVM] Enable AutoTVM for ARM STM32F746XX Boards URL: https://github.com/apache/incubator-tvm/pull/4274#discussion_r349749186 ## File path: python/tvm/micro/device/arm/stm32f746xx.py ## @@ -0,0 +1,123 @@ +# Licensed to

[GitHub] [incubator-tvm] zhiics merged pull request #4339: Added tflite frontend support for quantized mean

2019-11-22 Thread GitBox
zhiics merged pull request #4339: Added tflite frontend support for quantized mean URL: https://github.com/apache/incubator-tvm/pull/4339 This is an automated message from the Apache Git Service. To respond to the message,

[GitHub] [incubator-tvm] zhiics commented on issue #4339: Added tflite frontend support for quantized mean

2019-11-22 Thread GitBox
zhiics commented on issue #4339: Added tflite frontend support for quantized mean URL: https://github.com/apache/incubator-tvm/pull/4339#issuecomment-557703020 Thanks @tristan-arm @anijain2305 @FrozenGene This is an

[incubator-tvm] branch master updated (00d47de -> 0f4b32f)

2019-11-22 Thread zhic
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 00d47de [DOCS] Mention incubating in readme (#4401) add 0f4b32f Added tflite frontend support for

[GitHub] [incubator-tvm] niconiconi commented on issue #4403: [RFC][Cryptography] Modernize the cryptography implementation

2019-11-22 Thread GitBox
niconiconi commented on issue #4403: [RFC][Cryptography] Modernize the cryptography implementation URL: https://github.com/apache/incubator-tvm/issues/4403#issuecomment-557700093 Some story When I was writing Libra and it’s followup, @merrymercy come and asks “why are you implementing

[GitHub] [incubator-tvm] gussmith23 commented on issue #4348: [Relay] Add tests in CI which run tests based on specific Relay feature flags

2019-11-22 Thread GitBox
gussmith23 commented on issue #4348: [Relay] Add tests in CI which run tests based on specific Relay feature flags URL: https://github.com/apache/incubator-tvm/issues/4348#issuecomment-557685873 - Yeah, it seems like Steven's idea would work here. Just glob them from the `transform`

[GitHub] [incubator-tvm] niconiconi opened a new issue #4403: [RFC][Cryptography] Modernize the cryptography implementation

2019-11-22 Thread GitBox
niconiconi opened a new issue #4403: [RFC][Cryptography] Modernize the cryptography implementation URL: https://github.com/apache/incubator-tvm/issues/4403 Significant progress has been made during recent years due to the development of blockchain. However, these cryptography protocols

[GitHub] [incubator-tvm] yzhliu opened a new pull request #4402: [LICENSE] add 3rdparty licenses

2019-11-22 Thread GitBox
yzhliu opened a new pull request #4402: [LICENSE] add 3rdparty licenses URL: https://github.com/apache/incubator-tvm/pull/4402 @tqchen This is an automated message from the Apache Git Service. To respond to the message,

[GitHub] [incubator-tvm] apivovarov commented on issue #4399: [Relay][Legalize] Legalize conv2d_transpose for NHWC

2019-11-22 Thread GitBox
apivovarov commented on issue #4399: [Relay][Legalize] Legalize conv2d_transpose for NHWC URL: https://github.com/apache/incubator-tvm/pull/4399#issuecomment-557662818 @merrymercy Can you have a look as well? All checks have passed

[GitHub] [incubator-tvm] kevinthesun commented on issue #4399: [Relay][Legalize] Legalize conv2d_transpose for NHWC

2019-11-22 Thread GitBox
kevinthesun commented on issue #4399: [Relay][Legalize] Legalize conv2d_transpose for NHWC URL: https://github.com/apache/incubator-tvm/pull/4399#issuecomment-557649615 @anijain2305 Can you take a look? This is an automated

[GitHub] [incubator-tvm] tmoreau89 commented on a change in pull request #4366: [DOCS] add benchmark log format doc

2019-11-22 Thread GitBox
tmoreau89 commented on a change in pull request #4366: [DOCS] add benchmark log format doc URL: https://github.com/apache/incubator-tvm/pull/4366#discussion_r349741832 ## File path: docs/dev/benchmark.rst ## @@ -0,0 +1,116 @@ +.. Licensed to the Apache Software

[GitHub] [incubator-tvm] tqchen commented on a change in pull request #4366: [DOCS] add benchmark log format doc

2019-11-22 Thread GitBox
tqchen commented on a change in pull request #4366: [DOCS] add benchmark log format doc URL: https://github.com/apache/incubator-tvm/pull/4366#discussion_r349741012 ## File path: docs/dev/benchmark.rst ## @@ -0,0 +1,116 @@ +.. Licensed to the Apache Software Foundation

[GitHub] [incubator-tvm] anwang2009 commented on issue #4304: [RFC] Benchmark Performance Log Format WIP

2019-11-22 Thread GitBox
anwang2009 commented on issue #4304: [RFC] Benchmark Performance Log Format WIP URL: https://github.com/apache/incubator-tvm/issues/4304#issuecomment-557645913 markdown has been updated to reflect removal of `runtime_config`. `num_cpu_threads` can be optionally specified in

[incubator-tvm] branch master updated (70017ef -> 00d47de)

2019-11-22 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a change to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. from 70017ef [Golang][Doc] improve the samples and doc (#4385) add 00d47de [DOCS] Mention incubating in

[GitHub] [incubator-tvm] tqchen merged pull request #4401: [DOCS] Mention incubating in readme

2019-11-22 Thread GitBox
tqchen merged pull request #4401: [DOCS] Mention incubating in readme URL: https://github.com/apache/incubator-tvm/pull/4401 This is an automated message from the Apache Git Service. To respond to the message, please log on

[GitHub] [incubator-tvm] zhiics commented on issue #4280: [TVM][RUNTIME] A minimum example to generate external library wrappers for DSOModule

2019-11-22 Thread GitBox
zhiics commented on issue #4280: [TVM][RUNTIME] A minimum example to generate external library wrappers for DSOModule URL: https://github.com/apache/incubator-tvm/pull/4280#issuecomment-557640620 @u99127 I see, thank you. You can find the "button" like this:

[GitHub] [incubator-tvm] tmoreau89 commented on issue #4304: [RFC] Benchmark Performance Log Format WIP

2019-11-22 Thread GitBox
tmoreau89 commented on issue #4304: [RFC] Benchmark Performance Log Format WIP URL: https://github.com/apache/incubator-tvm/issues/4304#issuecomment-557640388 Other than that looks great  This is an automated message from

[GitHub] [incubator-tvm] tmoreau89 commented on issue #4304: [RFC] Benchmark Performance Log Format WIP

2019-11-22 Thread GitBox
tmoreau89 commented on issue #4304: [RFC] Benchmark Performance Log Format WIP URL: https://github.com/apache/incubator-tvm/issues/4304#issuecomment-557639942 @anwang2009 I'd like to suggest one last modification: the removal of the `runtime_config` since many of the fields overlap with

[GitHub] [incubator-tvm] tmoreau89 commented on a change in pull request #4366: [DOCS] add benchmark log format doc

2019-11-22 Thread GitBox
tmoreau89 commented on a change in pull request #4366: [DOCS] add benchmark log format doc URL: https://github.com/apache/incubator-tvm/pull/4366#discussion_r349731153 ## File path: docs/dev/benchmark.rst ## @@ -0,0 +1,116 @@ +.. Licensed to the Apache Software

[GitHub] [incubator-tvm] u99127 commented on issue #4280: [TVM][RUNTIME] A minimum example to generate external library wrappers for DSOModule

2019-11-22 Thread GitBox
u99127 commented on issue #4280: [TVM][RUNTIME] A minimum example to generate external library wrappers for DSOModule URL: https://github.com/apache/incubator-tvm/pull/4280#issuecomment-557635801 LGTM - I don't see an actual "Approve" button if clicking that's expected from a workflow

[GitHub] [incubator-tvm] comaniac commented on a change in pull request #4151: [AutoTVM] Added an autotuning Config Library to store autotune results

2019-11-22 Thread GitBox
comaniac commented on a change in pull request #4151: [AutoTVM] Added an autotuning Config Library to store autotune results URL: https://github.com/apache/incubator-tvm/pull/4151#discussion_r349726681 ## File path: python/tvm/autotvm/config_library.py ## @@ -0,0 +1,279

[GitHub] [incubator-tvm] tqchen commented on issue #4376: correct the instructions/scripts after repository name is changed to incubator-tvm

2019-11-22 Thread GitBox
tqchen commented on issue #4376: correct the instructions/scripts after repository name is changed to incubator-tvm URL: https://github.com/apache/incubator-tvm/issues/4376#issuecomment-557635144 Thanks @gittripley ! This is

[GitHub] [incubator-tvm] tqchen commented on issue #4259: [DEV][DRAFT] TVM v0.6 Release candidate

2019-11-22 Thread GitBox
tqchen commented on issue #4259: [DEV][DRAFT] TVM v0.6 Release candidate URL: https://github.com/apache/incubator-tvm/issues/4259#issuecomment-557634947 sounds good This is an automated message from the Apache Git Service. To

[GitHub] [incubator-tvm] yzhliu commented on issue #4259: [DEV][DRAFT] TVM v0.6 Release candidate

2019-11-22 Thread GitBox
yzhliu commented on issue #4259: [DEV][DRAFT] TVM v0.6 Release candidate URL: https://github.com/apache/incubator-tvm/issues/4259#issuecomment-557630301 @tqchen RFC after tag? This is an automated message from the Apache Git

[GitHub] [incubator-tvm] zhiics edited a comment on issue #4280: [TVM][RUNTIME] A minimum example to generate external library wrappers for DSOModule

2019-11-22 Thread GitBox
zhiics edited a comment on issue #4280: [TVM][RUNTIME] A minimum example to generate external library wrappers for DSOModule URL: https://github.com/apache/incubator-tvm/pull/4280#issuecomment-557628079 @u99127 Thanks. Cloud you please explicitly approve if everything looks good to you?

[GitHub] [incubator-tvm] zhiics commented on issue #4280: [TVM][RUNTIME] A minimum example to generate external library wrappers for DSOModule

2019-11-22 Thread GitBox
zhiics commented on issue #4280: [TVM][RUNTIME] A minimum example to generate external library wrappers for DSOModule URL: https://github.com/apache/incubator-tvm/pull/4280#issuecomment-557628079 @u99127 Thanks. Cloud you please explicitly approve if everything looks good to you?

[GitHub] [incubator-tvm] gittripley closed issue #4376: correct the instructions/scripts after repository name is changed to incubator-tvm

2019-11-22 Thread GitBox
gittripley closed issue #4376: correct the instructions/scripts after repository name is changed to incubator-tvm URL: https://github.com/apache/incubator-tvm/issues/4376 This is an automated message from the Apache Git

[GitHub] [incubator-tvm] gittripley commented on issue #4376: correct the instructions/scripts after repository name is changed to incubator-tvm

2019-11-22 Thread GitBox
gittripley commented on issue #4376: correct the instructions/scripts after repository name is changed to incubator-tvm URL: https://github.com/apache/incubator-tvm/issues/4376#issuecomment-557625990 https://github.com/apache/incubator-tvm/pull/4398 is merged.

[GitHub] [incubator-tvm] tqchen commented on a change in pull request #4274: [µTVM] Enable AutoTVM for ARM STM32F746XX Boards

2019-11-22 Thread GitBox
tqchen commented on a change in pull request #4274: [µTVM] Enable AutoTVM for ARM STM32F746XX Boards URL: https://github.com/apache/incubator-tvm/pull/4274#discussion_r349707426 ## File path: python/tvm/contrib/binutil.py ## @@ -45,25 +58,18 @@ def

[GitHub] [incubator-tvm] tqchen opened a new pull request #4401: [DOCS] Mention incubating in readme

2019-11-22 Thread GitBox
tqchen opened a new pull request #4401: [DOCS] Mention incubating in readme URL: https://github.com/apache/incubator-tvm/pull/4401 cc @yzhliu This is an automated message from the Apache Git Service. To respond to the

[GitHub] [incubator-tvm] tqchen edited a comment on issue #4259: [DEV][DRAFT] TVM v0.6 Release candidate

2019-11-22 Thread GitBox
tqchen edited a comment on issue #4259: [DEV][DRAFT] TVM v0.6 Release candidate URL: https://github.com/apache/incubator-tvm/issues/4259#issuecomment-557614843 FYI, the common checklist used for apache incubator release - Incubating in name - DISCLAIMER exists - LICENSE and

[GitHub] [incubator-tvm] tqchen edited a comment on issue #4259: [DEV][DRAFT] TVM v0.6 Release candidate

2019-11-22 Thread GitBox
tqchen edited a comment on issue #4259: [DEV][DRAFT] TVM v0.6 Release candidate URL: https://github.com/apache/incubator-tvm/issues/4259#issuecomment-557606724 @yzhliu can we start a RFC thread before vote on dev@? just like a discuss thread that we can get feedbacks, before we open a

[GitHub] [incubator-tvm] tqchen commented on issue #4259: [DEV][DRAFT] TVM v0.6 Release candidate

2019-11-22 Thread GitBox
tqchen commented on issue #4259: [DEV][DRAFT] TVM v0.6 Release candidate URL: https://github.com/apache/incubator-tvm/issues/4259#issuecomment-557614843 FYI, the common checklist used for release - Incubating in name - DISCLAIMER exists - LICENSE and NOTICE are fine - No

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