[GitHub] [incubator-tvm] Haoran-Young commented on a change in pull request #6022: Add support for checking big ONNX models

2020-07-09 Thread GitBox
Haoran-Young commented on a change in pull request #6022: URL: https://github.com/apache/incubator-tvm/pull/6022#discussion_r452643452 ## File path: python/tvm/relay/frontend/onnx.py ## @@ -2263,6 +2265,14 @@ def from_onnx(model, dtype : str or dict of str to str

[GitHub] [incubator-tvm] liangfu commented on pull request #5921: µTVM CRT modifications for on-device RPC server

2020-07-09 Thread GitBox
liangfu commented on pull request #5921: URL: https://github.com/apache/incubator-tvm/pull/5921#issuecomment-656494499 Thanks @areusch . I tried to run `make` in `apps/bundle_deploy`, and failed with following error ``` g++ -shared -g -Wall -std=c++14 -O2 -fPIC -I/home/ubu

[incubator-tvm] branch master updated (e40640d -> ba2b75b)

2020-07-09 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 e40640d [DOCKER] Pin keras version (#6032) add ba2b75b [CI] Update ci-cpu to the latest (#6031) No new r

[GitHub] [incubator-tvm] zhiics merged pull request #6031: [CI] Update ci-cpu to the latest

2020-07-09 Thread GitBox
zhiics merged pull request #6031: URL: https://github.com/apache/incubator-tvm/pull/6031 This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to g

[GitHub] [incubator-tvm] zhiics commented on pull request #6032: [DOCKER] Pin keras version

2020-07-09 Thread GitBox
zhiics commented on pull request #6032: URL: https://github.com/apache/incubator-tvm/pull/6032#issuecomment-656490700 Thanks @tqchen @tmoreau89 This is an automated message from the Apache Git Service. To respond to the mess

[GitHub] [incubator-tvm] zhiics commented on pull request #6031: [CI] Update ci-cpu to the latest

2020-07-09 Thread GitBox
zhiics commented on pull request #6031: URL: https://github.com/apache/incubator-tvm/pull/6031#issuecomment-656490810 Thanks @tqchen @comaniac @tmoreau89 This is an automated message from the Apache Git Service. To respond t

[incubator-tvm] branch master updated (5433b8d -> e40640d)

2020-07-09 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 5433b8d [TARGET] each option of target str should only contain one '=' (#5988) add e40640d [DOCKER] Pin

[GitHub] [incubator-tvm] zhiics merged pull request #6032: [DOCKER] Pin keras version

2020-07-09 Thread GitBox
zhiics merged pull request #6032: URL: https://github.com/apache/incubator-tvm/pull/6032 This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to g

[GitHub] [incubator-tvm] zhiics commented on pull request #6008: [Relay][Dyn] Dynamic TopK Op

2020-07-09 Thread GitBox
zhiics commented on pull request #6008: URL: https://github.com/apache/incubator-tvm/pull/6008#issuecomment-656489932 @lixiaoquan @kevinthesun please https://tvm.apache.org/docs/contribute/code_review.html#approve-and-request-changes-explicitly

[GitHub] [incubator-tvm] lhf1997 commented on pull request #6012: [VTA] Move compiler related registry items to vta/build_module.py

2020-07-09 Thread GitBox
lhf1997 commented on pull request #6012: URL: https://github.com/apache/incubator-tvm/pull/6012#issuecomment-656485954 @tmoreau89 I set the following env variable on the pynq-side and than ``` cmake .. make runtime vta -j2 ``` ``` xilinx@pynq:~/tvm/build$ cmake ..

[GitHub] [incubator-tvm] eqy opened a new issue #6034: Dispatcher warning for target-keys=tracing,cpu

2020-07-09 Thread GitBox
eqy opened a new issue #6034: URL: https://github.com/apache/incubator-tvm/issues/6034 https://github.com/apache/incubator-tvm/blob/64766c2cb1cd3ce41ee91a54909882036fffd412/python/tvm/autotvm/task/dispatcher.py#L419 Currently it seems that the warning will always print, even after tu

[GitHub] [incubator-tvm] FrozenGene commented on a change in pull request #6023: [CI][Caffe Frontend] add caffe environment

2020-07-09 Thread GitBox
FrozenGene commented on a change in pull request #6023: URL: https://github.com/apache/incubator-tvm/pull/6023#discussion_r452602027 ## File path: docker/install/ubuntu_install_caffe.sh ## @@ -0,0 +1,93 @@ +#!/bin/bash +# Licensed to the Apache Software Foundation (ASF) under o

[GitHub] [incubator-tvm] FrozenGene commented on a change in pull request #6023: [CI][Caffe Frontend] add caffe environment

2020-07-09 Thread GitBox
FrozenGene commented on a change in pull request #6023: URL: https://github.com/apache/incubator-tvm/pull/6023#discussion_r452601615 ## File path: docker/install/ubuntu_install_caffe.sh ## @@ -0,0 +1,93 @@ +#!/bin/bash +# Licensed to the Apache Software Foundation (ASF) under o

[GitHub] [incubator-tvm] FrozenGene commented on a change in pull request #6023: [CI][Caffe Frontend] add caffe environment

2020-07-09 Thread GitBox
FrozenGene commented on a change in pull request #6023: URL: https://github.com/apache/incubator-tvm/pull/6023#discussion_r452601615 ## File path: docker/install/ubuntu_install_caffe.sh ## @@ -0,0 +1,93 @@ +#!/bin/bash +# Licensed to the Apache Software Foundation (ASF) under o

[GitHub] [incubator-tvm] fernchen commented on a change in pull request #6023: [CI][Caffe Frontend] add caffe environment

2020-07-09 Thread GitBox
fernchen commented on a change in pull request #6023: URL: https://github.com/apache/incubator-tvm/pull/6023#discussion_r452601208 ## File path: docker/install/ubuntu_install_caffe.sh ## @@ -0,0 +1,93 @@ +#!/bin/bash +# Licensed to the Apache Software Foundation (ASF) under one

[GitHub] [incubator-tvm] lsy643 opened a new pull request #6033: Create an Invert permutation Operator

2020-07-09 Thread GitBox
lsy643 opened a new pull request #6033: URL: https://github.com/apache/incubator-tvm/pull/6033 Create an Invert permutation Operator This is an automated message from the Apache Git Service. To respond to the message, ple

[GitHub] [incubator-tvm] FrozenGene commented on a change in pull request #6023: [CI][Caffe Frontend] add caffe environment

2020-07-09 Thread GitBox
FrozenGene commented on a change in pull request #6023: URL: https://github.com/apache/incubator-tvm/pull/6023#discussion_r452597410 ## File path: docker/install/ubuntu_install_caffe.sh ## @@ -0,0 +1,93 @@ +#!/bin/bash +# Licensed to the Apache Software Foundation (ASF) under o

[GitHub] [incubator-tvm] liangfu commented on a change in pull request #5921: µTVM CRT modifications for on-device RPC server

2020-07-09 Thread GitBox
liangfu commented on a change in pull request #5921: URL: https://github.com/apache/incubator-tvm/pull/5921#discussion_r452596415 ## File path: apps/bundle_deploy/build_model.py ## @@ -33,19 +34,21 @@ def build_module(opts): func = mod["main"] func = relay.Function(fu

[GitHub] [incubator-tvm] liangfu commented on a change in pull request #5921: µTVM CRT modifications for on-device RPC server

2020-07-09 Thread GitBox
liangfu commented on a change in pull request #5921: URL: https://github.com/apache/incubator-tvm/pull/5921#discussion_r452596415 ## File path: apps/bundle_deploy/build_model.py ## @@ -33,19 +34,21 @@ def build_module(opts): func = mod["main"] func = relay.Function(fu

[GitHub] [incubator-tvm] FrozenGene commented on a change in pull request #6000: Introduce Caffe frontend to TVM

2020-07-09 Thread GitBox
FrozenGene commented on a change in pull request #6000: URL: https://github.com/apache/incubator-tvm/pull/6000#discussion_r452594203 ## File path: python/tvm/relay/frontend/caffe.py ## @@ -0,0 +1,1188 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more c

[GitHub] [incubator-tvm] FrozenGene commented on a change in pull request #6000: Introduce Caffe frontend to TVM

2020-07-09 Thread GitBox
FrozenGene commented on a change in pull request #6000: URL: https://github.com/apache/incubator-tvm/pull/6000#discussion_r452590381 ## File path: python/tvm/relay/frontend/caffe.py ## @@ -0,0 +1,1188 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more c

[GitHub] [incubator-tvm] liangfu commented on a change in pull request #6022: Add support for checking big ONNX models

2020-07-09 Thread GitBox
liangfu commented on a change in pull request #6022: URL: https://github.com/apache/incubator-tvm/pull/6022#discussion_r452591242 ## File path: python/tvm/relay/frontend/onnx.py ## @@ -2263,6 +2265,14 @@ def from_onnx(model, dtype : str or dict of str to str The i

[GitHub] [incubator-tvm] fernchen commented on a change in pull request #6023: [CI][Caffe Frontend] add caffe environment

2020-07-09 Thread GitBox
fernchen commented on a change in pull request #6023: URL: https://github.com/apache/incubator-tvm/pull/6023#discussion_r452591374 ## File path: docker/install/ubuntu_install_caffe.sh ## @@ -0,0 +1,93 @@ +#!/bin/bash +# Licensed to the Apache Software Foundation (ASF) under one

[GitHub] [incubator-tvm] leonwanghui commented on a change in pull request #5892: Add TVM application extension with WASM runtime

2020-07-09 Thread GitBox
leonwanghui commented on a change in pull request #5892: URL: https://github.com/apache/incubator-tvm/pull/5892#discussion_r452590922 ## File path: apps/wasm-graphcompiler-tvm/README.md ## @@ -0,0 +1,188 @@ +# WebAssembly GraphCompiler for Deep Learning Framework with TVM Runti

[GitHub] [incubator-tvm] Haoran-Young commented on pull request #6022: Add support for checking big ONNX models

2020-07-09 Thread GitBox
Haoran-Young commented on pull request #6022: URL: https://github.com/apache/incubator-tvm/pull/6022#issuecomment-656444288 If you do not want to use additional argument to verify whether a model is big or small, I will replace the argument 'model' with 'model_path'. In this case, no model

[GitHub] [incubator-tvm] FrozenGene commented on a change in pull request #6023: [CI][Caffe Frontend] add caffe environment

2020-07-09 Thread GitBox
FrozenGene commented on a change in pull request #6023: URL: https://github.com/apache/incubator-tvm/pull/6023#discussion_r452587675 ## File path: docker/install/ubuntu_install_caffe.sh ## @@ -0,0 +1,93 @@ +#!/bin/bash +# Licensed to the Apache Software Foundation (ASF) under o

[incubator-tvm-site] branch master updated: v0.6.1 download (#10)

2020-07-09 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm-site.git The following commit(s) were added to refs/heads/master by this push: new c00d749 v0.6.1 download (#10) c00d7

[incubator-tvm-site] branch asf-site updated: Build at Thu Jul 9 18:58:29 PDT 2020

2020-07-09 Thread tqchen
This is an automated email from the ASF dual-hosted git repository. tqchen pushed a commit to branch asf-site in repository https://gitbox.apache.org/repos/asf/incubator-tvm-site.git The following commit(s) were added to refs/heads/asf-site by this push: new cdebf15 Build at Thu Jul 9 18:

[GitHub] [incubator-tvm] fernchen commented on pull request #6023: [CI][Caffe Frontend] add caffe environment

2020-07-09 Thread GitBox
fernchen commented on pull request #6023: URL: https://github.com/apache/incubator-tvm/pull/6023#issuecomment-656436451 May you help me review this pr? @siju-samuel @Huyuwei @hlu1 This is an automated message from the Apache

[GitHub] [incubator-tvm] lixiaoquan commented on a change in pull request #6008: [Relay][Dyn] Dynamic TopK Op

2020-07-09 Thread GitBox
lixiaoquan commented on a change in pull request #6008: URL: https://github.com/apache/incubator-tvm/pull/6008#discussion_r452579414 ## File path: python/tvm/relay/op/algorithm.py ## @@ -82,9 +84,12 @@ def topk(data, k=1, axis=-1, ret_type="both", out : relay.Expr or List[

[GitHub] [incubator-tvm] lixiaoquan commented on a change in pull request #6008: [Relay][Dyn] Dynamic TopK Op

2020-07-09 Thread GitBox
lixiaoquan commented on a change in pull request #6008: URL: https://github.com/apache/incubator-tvm/pull/6008#discussion_r452579368 ## File path: python/tvm/relay/op/algorithm.py ## @@ -82,9 +84,12 @@ def topk(data, k=1, axis=-1, ret_type="both", out : relay.Expr or List[

[GitHub] [incubator-tvm] tqchen commented on a change in pull request #5892: Add TVM application extension with WASM runtime

2020-07-09 Thread GitBox
tqchen commented on a change in pull request #5892: URL: https://github.com/apache/incubator-tvm/pull/5892#discussion_r452577924 ## File path: apps/wasm-graphcompiler-tvm/README.md ## @@ -0,0 +1,188 @@ +# WebAssembly GraphCompiler for Deep Learning Framework with TVM Runtime +

svn commit: r40412 - in /release/incubator/tvm/tvm-v0.6.1: apache-tvm-src-v0.6.1-incubating.tar.gz.asc apache-tvm-src-v0.6.1.rc1-incubating.tar.gz.asc

2020-07-09 Thread liuyizhi
Author: liuyizhi Date: Fri Jul 10 01:30:45 2020 New Revision: 40412 Log: (empty) Added: release/incubator/tvm/tvm-v0.6.1/apache-tvm-src-v0.6.1-incubating.tar.gz.asc - copied unchanged from r40411, release/incubator/tvm/tvm-v0.6.1/apache-tvm-src-v0.6.1.rc1-incubating.tar.gz.asc Removed:

svn commit: r40413 - in /release/incubator/tvm/tvm-v0.6.1: apache-tvm-src-v0.6.1-incubating.tar.gz.sha512 apache-tvm-src-v0.6.1.rc1-incubating.tar.gz.sha512

2020-07-09 Thread liuyizhi
Author: liuyizhi Date: Fri Jul 10 01:31:16 2020 New Revision: 40413 Log: (empty) Added: release/incubator/tvm/tvm-v0.6.1/apache-tvm-src-v0.6.1-incubating.tar.gz.sha512 - copied unchanged from r40412, release/incubator/tvm/tvm-v0.6.1/apache-tvm-src-v0.6.1.rc1-incubating.tar.gz.sha512 R

svn commit: r40411 - in /release/incubator/tvm/tvm-v0.6.1: apache-tvm-src-v0.6.1-incubating.tar.gz apache-tvm-src-v0.6.1.rc1-incubating.tar.gz

2020-07-09 Thread liuyizhi
Author: liuyizhi Date: Fri Jul 10 01:30:09 2020 New Revision: 40411 Log: (empty) Added: release/incubator/tvm/tvm-v0.6.1/apache-tvm-src-v0.6.1-incubating.tar.gz - copied unchanged from r40410, release/incubator/tvm/tvm-v0.6.1/apache-tvm-src-v0.6.1.rc1-incubating.tar.gz Removed: rel

[GitHub] [incubator-tvm] adityaatluri commented on pull request #6022: Add support for checking big ONNX models

2020-07-09 Thread GitBox
adityaatluri commented on pull request #6022: URL: https://github.com/apache/incubator-tvm/pull/6022#issuecomment-656425163 Can the API detect the big vs small model without a function argument? This is an automated message f

[GitHub] [incubator-tvm] leonwanghui commented on pull request #5892: Add TVM application extension with WASM runtime

2020-07-09 Thread GitBox
leonwanghui commented on pull request #5892: URL: https://github.com/apache/incubator-tvm/pull/5892#issuecomment-656422667 cc @tqchen @jroesch This is an automated message from the Apache Git Service. To respond to the messa

[GitHub] [incubator-tvm] tqchen opened a new pull request #6032: [DOCKER] Pin keras version

2020-07-09 Thread GitBox
tqchen opened a new pull request #6032: URL: https://github.com/apache/incubator-tvm/pull/6032 cc @zhiics @jroesch @tmoreau89 This is an automated message from the Apache Git Service. To respond to the message, please log on

[GitHub] [incubator-tvm] tqchen opened a new pull request #6031: [CI] Update ci-cpu to the latest

2020-07-09 Thread GitBox
tqchen opened a new pull request #6031: URL: https://github.com/apache/incubator-tvm/pull/6031 cc @zhiics @comaniac @tmoreau89 This is an automated message from the Apache Git Service. To respond to the message, please log o

[GitHub] [incubator-tvm] areusch commented on pull request #5921: µTVM CRT modifications for on-device RPC server

2020-07-09 Thread GitBox
areusch commented on pull request #5921: URL: https://github.com/apache/incubator-tvm/pull/5921#issuecomment-656381784 @liangfu @weberlo looks like this is passing CI; please take another look and explicitly approve if you're okay with the current state ---

[GitHub] [incubator-tvm] areusch commented on a change in pull request #5921: µTVM CRT modifications for on-device RPC server

2020-07-09 Thread GitBox
areusch commented on a change in pull request #5921: URL: https://github.com/apache/incubator-tvm/pull/5921#discussion_r452524711 ## File path: src/runtime/crt/common/crt_runtime_api.c ## @@ -0,0 +1,335 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * o

[GitHub] [incubator-tvm] notoraptor commented on a change in pull request #6030: [topi][relay] Add operation scatter_add to relay, based on scatter implementation.

2020-07-09 Thread GitBox
notoraptor commented on a change in pull request #6030: URL: https://github.com/apache/incubator-tvm/pull/6030#discussion_r452520170 ## File path: tests/python/relay/test_op_level3.py ## @@ -811,6 +811,51 @@ def verify_scatter(dshape, ishape, axis=0): verify_scatter((16, 1

[GitHub] [incubator-tvm] kevinthesun commented on a change in pull request #6008: [Relay][Dyn] Dynamic TopK Op

2020-07-09 Thread GitBox
kevinthesun commented on a change in pull request #6008: URL: https://github.com/apache/incubator-tvm/pull/6008#discussion_r452519137 ## File path: python/tvm/relay/op/algorithm.py ## @@ -82,9 +84,12 @@ def topk(data, k=1, axis=-1, ret_type="both", out : relay.Expr or List

[GitHub] [incubator-tvm] kevinthesun commented on a change in pull request #6008: [Relay][Dyn] Dynamic TopK Op

2020-07-09 Thread GitBox
kevinthesun commented on a change in pull request #6008: URL: https://github.com/apache/incubator-tvm/pull/6008#discussion_r452519137 ## File path: python/tvm/relay/op/algorithm.py ## @@ -82,9 +84,12 @@ def topk(data, k=1, axis=-1, ret_type="both", out : relay.Expr or List

[GitHub] [incubator-tvm] mbrookhart commented on a change in pull request #6030: [topi][relay] Add operation scatter_add to relay, based on scatter implementation.

2020-07-09 Thread GitBox
mbrookhart commented on a change in pull request #6030: URL: https://github.com/apache/incubator-tvm/pull/6030#discussion_r452517257 ## File path: tests/python/relay/test_op_level3.py ## @@ -811,6 +811,51 @@ def verify_scatter(dshape, ishape, axis=0): verify_scatter((16, 1

[GitHub] [incubator-tvm] notoraptor opened a new pull request #6030: [topi][relay] Add operation scatter_add to relay, based on scatter implementation.

2020-07-09 Thread GitBox
notoraptor opened a new pull request #6030: URL: https://github.com/apache/incubator-tvm/pull/6030 Hi! This is a pull request to add operation `scatter_add` in relay. Code is based on implementation of `scatter` previously added by @mbrookhart . ---

[GitHub] [incubator-tvm] cam145 commented on issue #6026: Adding an operator for frontend ONNX: NonMaxSuppression?

2020-07-09 Thread GitBox
cam145 commented on issue #6026: URL: https://github.com/apache/incubator-tvm/issues/6026#issuecomment-656366280 Thanks for your message. I have posted on forum and came across an implementation on NMS from your AWS team. I wonder if your team intend to implement NMS on other frontend

[incubator-tvm] branch master updated (cc8634b -> 5433b8d)

2020-07-09 Thread ziheng
This is an automated email from the ASF dual-hosted git repository. ziheng pushed a change to branch master in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git. from cc8634b fix typos in comments and relay tutorial (#5999) add 5433b8d [TARGET] each option of target str

[GitHub] [incubator-tvm] ZihengJiang merged pull request #5988: [TARGET] each option of target str should only contain one '='

2020-07-09 Thread GitBox
ZihengJiang merged pull request #5988: URL: https://github.com/apache/incubator-tvm/pull/5988 This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above

[GitHub] [incubator-tvm] icemelon9 commented on a change in pull request #5958: [REFACTOR][RELAY] Move invoke_tvm_op and shape_func to vm dialect

2020-07-09 Thread GitBox
icemelon9 commented on a change in pull request #5958: URL: https://github.com/apache/incubator-tvm/pull/5958#discussion_r452427478 ## File path: src/relay/op/vm/vm.cc ## @@ -54,5 +58,128 @@ TVM_REGISTER_GLOBAL("relay.op.vm.shape_of").set_body_typed([](Expr expr) { return C

[GitHub] [incubator-tvm] zhiics commented on a change in pull request #5997: [Relay] Add pass for getting calibration data from a relay module

2020-07-09 Thread GitBox
zhiics commented on a change in pull request #5997: URL: https://github.com/apache/incubator-tvm/pull/5997#discussion_r452396048 ## File path: src/relay/analysis/get_calibration_data.cc ## @@ -45,13 +45,14 @@ namespace relay { class Collector : public ExprRewriter { public

[GitHub] [incubator-tvm] zhiics closed issue #6026: Adding an operator for frontend ONNX: NonMaxSuppression?

2020-07-09 Thread GitBox
zhiics closed issue #6026: URL: https://github.com/apache/incubator-tvm/issues/6026 This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to

[GitHub] [incubator-tvm] zhiics commented on issue #6026: Adding an operator for frontend ONNX: NonMaxSuppression?

2020-07-09 Thread GitBox
zhiics commented on issue #6026: URL: https://github.com/apache/incubator-tvm/issues/6026#issuecomment-656267878 Could you please open a thread in the discussion forum (https://discuss.tvm.ai) to start the discussion? Thanks. ---

[GitHub] [incubator-tvm] zhiics commented on issue #6025: Adding an operator support for frontend TFLite: 'NON_MAX_SUPPRESSION_V5'

2020-07-09 Thread GitBox
zhiics commented on issue #6025: URL: https://github.com/apache/incubator-tvm/issues/6025#issuecomment-656267085 Could you please open a thread in the discussion forum (https://discuss.tvm.ai) for this issue? Thanks. This is

[GitHub] [incubator-tvm] zhiics closed issue #6025: Adding an operator support for frontend TFLite: 'NON_MAX_SUPPRESSION_V5'

2020-07-09 Thread GitBox
zhiics closed issue #6025: URL: https://github.com/apache/incubator-tvm/issues/6025 This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to

[GitHub] [incubator-tvm] tqchen opened a new issue #6029: [TEST][FLAKY][ARITH] test_arith_solve_linear_inequality.py:test_solution_consistency

2020-07-09 Thread GitBox
tqchen opened a new issue #6029: URL: https://github.com/apache/incubator-tvm/issues/6029 http://ci.tvm.ai:8080/job/temp-ci-docker-staging/job/ci-stage2/12/execution/node/229/log/ ``` === FAILURES ===

[GitHub] [incubator-tvm] tqchen commented on issue #6029: [TEST][FLAKY][ARITH] test_arith_solve_linear_inequality.py:test_solution_consistency

2020-07-09 Thread GitBox
tqchen commented on issue #6029: URL: https://github.com/apache/incubator-tvm/issues/6029#issuecomment-656266741 cc @yzhliu This is an automated message from the Apache Git Service. To respond to the message, please log on t

[GitHub] [incubator-tvm] zhiics closed issue #6028: very slow runtime for keras compiler on CPU

2020-07-09 Thread GitBox
zhiics closed issue #6028: URL: https://github.com/apache/incubator-tvm/issues/6028 This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to

[GitHub] [incubator-tvm] zhiics commented on issue #6028: very slow runtime for keras compiler on CPU

2020-07-09 Thread GitBox
zhiics commented on issue #6028: URL: https://github.com/apache/incubator-tvm/issues/6028#issuecomment-656265746 Could you please open a thread in the discussion forum https://discuss.tvm.ai? We generally use the forum to such discussions. Thanks. -

[GitHub] [incubator-tvm] zhiics commented on pull request #6024: [Relay][TF] Make StridedSlice support dynamic input and constant attrs

2020-07-09 Thread GitBox
zhiics commented on pull request #6024: URL: https://github.com/apache/incubator-tvm/pull/6024#issuecomment-656264510 cc @yongwww This is an automated message from the Apache Git Service. To respond to the message, please lo

[GitHub] [incubator-tvm] zhiics commented on a change in pull request #6008: [Relay][Dyn] Dynamic TopK Op

2020-07-09 Thread GitBox
zhiics commented on a change in pull request #6008: URL: https://github.com/apache/incubator-tvm/pull/6008#discussion_r452387387 ## File path: src/relay/transforms/dynamic_to_static.cc ## @@ -33,7 +34,9 @@ namespace relay { class DynamicToStaticMutator : public MixedModeMutato

[GitHub] [incubator-tvm] zhiics commented on a change in pull request #6008: [Relay][Dyn] Dynamic TopK Op

2020-07-09 Thread GitBox
zhiics commented on a change in pull request #6008: URL: https://github.com/apache/incubator-tvm/pull/6008#discussion_r452387387 ## File path: src/relay/transforms/dynamic_to_static.cc ## @@ -33,7 +34,9 @@ namespace relay { class DynamicToStaticMutator : public MixedModeMutato

[GitHub] [incubator-tvm] mbrookhart commented on a change in pull request #6008: [Relay][Dyn] Dynamic TopK Op

2020-07-09 Thread GitBox
mbrookhart commented on a change in pull request #6008: URL: https://github.com/apache/incubator-tvm/pull/6008#discussion_r452386661 ## File path: src/relay/transforms/dynamic_to_static.cc ## @@ -55,6 +58,20 @@ class DynamicToStaticMutator : public MixedModeMutator { s

[GitHub] [incubator-tvm] taeheej commented on issue #6028: very slow runtime for keras compiler on CPU

2020-07-09 Thread GitBox
taeheej commented on issue #6028: URL: https://github.com/apache/incubator-tvm/issues/6028#issuecomment-656261043 I am following 'Compile Keras Models' (https://tvm.apache.org/docs/tutorials/frontend/from_keras.html). Instead of gpu, I set up target as 'llvm' and ctx as cpu. Then, I

[GitHub] [incubator-tvm] mbrookhart commented on a change in pull request #6008: [Relay][Dyn] Dynamic TopK Op

2020-07-09 Thread GitBox
mbrookhart commented on a change in pull request #6008: URL: https://github.com/apache/incubator-tvm/pull/6008#discussion_r452384523 ## File path: src/relay/transforms/dynamic_to_static.cc ## @@ -33,7 +34,9 @@ namespace relay { class DynamicToStaticMutator : public MixedModeMu

[GitHub] [incubator-tvm] jwfromm commented on pull request #6020: [Relay][Frontend][Onnx] GRU Layer Support

2020-07-09 Thread GitBox
jwfromm commented on pull request #6020: URL: https://github.com/apache/incubator-tvm/pull/6020#issuecomment-656258865 I've added a small change to how arguments are parsed in RNNs based on the discussion here: https://discuss.tvm.ai/t/onnx-lstm-op-conversion/7238/5. Our previous implement

[GitHub] [incubator-tvm] taeheej opened a new issue #6028: very slow runtime for keras compiler on CPU

2020-07-09 Thread GitBox
taeheej opened a new issue #6028: URL: https://github.com/apache/incubator-tvm/issues/6028 Thanks for participating in the TVM community! We use https://discuss.tvm.ai for any general usage questions and discussions. The issue tracker is used for actionable items such as feature proposals

[GitHub] [incubator-tvm] jwfromm commented on a change in pull request #6020: [Relay][Frontend][Onnx] GRU Layer Support

2020-07-09 Thread GitBox
jwfromm commented on a change in pull request #6020: URL: https://github.com/apache/incubator-tvm/pull/6020#discussion_r452380976 ## File path: python/tvm/relay/frontend/onnx.py ## @@ -1530,6 +1532,14 @@ def _activation_needs_beta(cls, activation): @classmethod def

[GitHub] [incubator-tvm] zhiics commented on a change in pull request #6008: [Relay][Dyn] Dynamic TopK Op

2020-07-09 Thread GitBox
zhiics commented on a change in pull request #6008: URL: https://github.com/apache/incubator-tvm/pull/6008#discussion_r452378555 ## File path: src/relay/transforms/dynamic_to_static.cc ## @@ -33,7 +34,9 @@ namespace relay { class DynamicToStaticMutator : public MixedModeMutato

[GitHub] [incubator-tvm] zhiics commented on a change in pull request #6008: [Relay][Dyn] Dynamic TopK Op

2020-07-09 Thread GitBox
zhiics commented on a change in pull request #6008: URL: https://github.com/apache/incubator-tvm/pull/6008#discussion_r452378555 ## File path: src/relay/transforms/dynamic_to_static.cc ## @@ -33,7 +34,9 @@ namespace relay { class DynamicToStaticMutator : public MixedModeMutato

[GitHub] [incubator-tvm] mbrookhart commented on a change in pull request #6008: [Relay][Dyn] Dynamic TopK Op

2020-07-09 Thread GitBox
mbrookhart commented on a change in pull request #6008: URL: https://github.com/apache/incubator-tvm/pull/6008#discussion_r452375570 ## File path: src/relay/transforms/dynamic_to_static.cc ## @@ -33,7 +34,9 @@ namespace relay { class DynamicToStaticMutator : public MixedModeMu

[GitHub] [incubator-tvm] mbrookhart commented on pull request #6024: [Relay][TF] Make StridedSlice support dynamic input and constant attrs

2020-07-09 Thread GitBox
mbrookhart commented on pull request #6024: URL: https://github.com/apache/incubator-tvm/pull/6024#issuecomment-656250654 :+1: as a fix for the current design. In terms of improving design, I think the issue, and the reason we have two strided slice ops here, might be that the topi

[GitHub] [incubator-tvm] seanlatias commented on a change in pull request #5997: [Relay] Add pass for getting calibration data from a relay module

2020-07-09 Thread GitBox
seanlatias commented on a change in pull request #5997: URL: https://github.com/apache/incubator-tvm/pull/5997#discussion_r452370382 ## File path: src/relay/analysis/get_calibration_data.cc ## @@ -0,0 +1,207 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one

svn commit: r40401 - /dev/incubator/tvm/tvm-v0.6.1-rc1/ /release/incubator/tvm/tvm-v0.6.1/

2020-07-09 Thread liuyizhi
Author: liuyizhi Date: Thu Jul 9 17:16:10 2020 New Revision: 40401 Log: (empty) Added: release/incubator/tvm/tvm-v0.6.1/ - copied from r40400, dev/incubator/tvm/tvm-v0.6.1-rc1/ Removed: dev/incubator/tvm/tvm-v0.6.1-rc1/

[GitHub] [incubator-tvm] mbrookhart commented on a change in pull request #6008: [Relay][Dyn] Dynamic TopK Op

2020-07-09 Thread GitBox
mbrookhart commented on a change in pull request #6008: URL: https://github.com/apache/incubator-tvm/pull/6008#discussion_r452370146 ## File path: src/relay/transforms/dynamic_to_static.cc ## @@ -55,6 +58,20 @@ class DynamicToStaticMutator : public MixedModeMutator { s

[GitHub] [incubator-tvm] zhiics commented on a change in pull request #6008: [Relay][Dyn] Dynamic TopK Op

2020-07-09 Thread GitBox
zhiics commented on a change in pull request #6008: URL: https://github.com/apache/incubator-tvm/pull/6008#discussion_r452369212 ## File path: src/relay/transforms/dynamic_to_static.cc ## @@ -55,6 +58,20 @@ class DynamicToStaticMutator : public MixedModeMutator { stati

[GitHub] [incubator-tvm] lhutton1 commented on pull request #5915: [BYOC][Contrib] Arm Compute Library integration

2020-07-09 Thread GitBox
lhutton1 commented on pull request #5915: URL: https://github.com/apache/incubator-tvm/pull/5915#issuecomment-656241519 Please note this PR depends on #5919. This is an automated message from the Apache Git Service. To respon

[GitHub] [incubator-tvm] zhiics commented on a change in pull request #5997: [Relay] Add pass for getting calibration data from a relay module

2020-07-09 Thread GitBox
zhiics commented on a change in pull request #5997: URL: https://github.com/apache/incubator-tvm/pull/5997#discussion_r452357735 ## File path: src/relay/analysis/get_calibration_data.cc ## @@ -0,0 +1,207 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + *

[GitHub] [incubator-tvm] giuseros opened a new pull request #6027: Bug fix] Fix in arm_cpu/conv2d_alter_op for NHWC quantized

2020-07-09 Thread GitBox
giuseros opened a new pull request #6027: URL: https://github.com/apache/incubator-tvm/pull/6027 Few minor typos to be fixed in topi/arm_cpu/conv2d_alter_op.py for the NHWC quantized route: - Kernel shape was misread (CO, IC, KH, KW) -> (KH, KW, IC, OC) - Pad along the K dimension w

[GitHub] [incubator-tvm] zhiics commented on a change in pull request #5962: [Ansor][AutoTVM v2.0] Part 0: Ansor minimum system for auto schedule generating

2020-07-09 Thread GitBox
zhiics commented on a change in pull request #5962: URL: https://github.com/apache/incubator-tvm/pull/5962#discussion_r452336141 ## File path: python/tvm/ansor/compute_dag.py ## @@ -0,0 +1,141 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contribut

[GitHub] [incubator-tvm] tmoreau89 commented on pull request #6012: [VTA] Move compiler related registry items to vta/build_module.py

2020-07-09 Thread GitBox
tmoreau89 commented on pull request #6012: URL: https://github.com/apache/incubator-tvm/pull/6012#issuecomment-656221887 @lhf1997 on the Pynq set the following env variable ``` export VTA_HW_PATH=/home/xilinx/incubator-tvm/3rdparty/vta-hw ``` Then re-run the compilation steps

[GitHub] [incubator-tvm] mbrookhart commented on a change in pull request #6008: [Relay][Dyn] Dynamic TopK Op

2020-07-09 Thread GitBox
mbrookhart commented on a change in pull request #6008: URL: https://github.com/apache/incubator-tvm/pull/6008#discussion_r452335179 ## File path: python/tvm/relay/op/algorithm.py ## @@ -82,9 +84,12 @@ def topk(data, k=1, axis=-1, ret_type="both", out : relay.Expr or List[

[GitHub] [incubator-tvm] Wheest commented on pull request #5975: [Tutorial] Demo showing how to run a pruned 🤗 model.

2020-07-09 Thread GitBox
Wheest commented on pull request #5975: URL: https://github.com/apache/incubator-tvm/pull/5975#issuecomment-656220438 Note that the `.ipynb` version of the tutorial doesn't work when running `benchmark()`, since it uses the `__file__` variable in `import_graphdef()`, which is not defined i

[GitHub] [incubator-tvm] comaniac commented on a change in pull request #5962: [Ansor][AutoTVM v2.0] Part 0: Ansor minimum system for auto schedule generating

2020-07-09 Thread GitBox
comaniac commented on a change in pull request #5962: URL: https://github.com/apache/incubator-tvm/pull/5962#discussion_r452303484 ## File path: tests/python/unittest/test_ansor_search_policy.py ## @@ -0,0 +1,86 @@ +# Licensed to the Apache Software Foundation (ASF) under one +

[GitHub] [incubator-tvm] cam145 commented on a change in pull request #5992: Add support for tflite arg_min and arg_max

2020-07-09 Thread GitBox
cam145 commented on a change in pull request #5992: URL: https://github.com/apache/incubator-tvm/pull/5992#discussion_r452216449 ## File path: python/tvm/relay/frontend/tflite.py ## @@ -1634,6 +1636,56 @@ def convert_reduce_sum(self, op): def convert_reduce_any(self, op):

[GitHub] [incubator-tvm] cam145 opened a new issue #6026: Adding an operator for frontend ONNX: NonMaxSuppression?

2020-07-09 Thread GitBox
cam145 opened a new issue #6026: URL: https://github.com/apache/incubator-tvm/issues/6026 Thanks for participating in the TVM community! We use https://discuss.tvm.ai for any general usage questions and discussions. The issue tracker is used for actionable items such as feature proposals d

[GitHub] [incubator-tvm] cam145 opened a new issue #6025: Add support frontend TFLite: 'NON_MAX_SUPPRESSION_V5'

2020-07-09 Thread GitBox
cam145 opened a new issue #6025: URL: https://github.com/apache/incubator-tvm/issues/6025 Thanks for participating in the TVM community! We use https://discuss.tvm.ai for any general usage questions and discussions. The issue tracker is used for actionable items such as feature proposals d

[GitHub] [incubator-tvm] cam145 commented on a change in pull request #5992: Add support for tflite arg_min and arg_max

2020-07-09 Thread GitBox
cam145 commented on a change in pull request #5992: URL: https://github.com/apache/incubator-tvm/pull/5992#discussion_r452216449 ## File path: python/tvm/relay/frontend/tflite.py ## @@ -1634,6 +1636,56 @@ def convert_reduce_sum(self, op): def convert_reduce_any(self, op):

[GitHub] [incubator-tvm] d-smirnov commented on a change in pull request #5992: Add support for tflite arg_min and arg_max

2020-07-09 Thread GitBox
d-smirnov commented on a change in pull request #5992: URL: https://github.com/apache/incubator-tvm/pull/5992#discussion_r452191878 ## File path: python/tvm/relay/frontend/tflite.py ## @@ -1634,6 +1636,54 @@ def convert_reduce_sum(self, op): def convert_reduce_any(self, op

[GitHub] [incubator-tvm] siju-samuel commented on a change in pull request #5992: Add support for tflite arg_min and arg_max

2020-07-09 Thread GitBox
siju-samuel commented on a change in pull request #5992: URL: https://github.com/apache/incubator-tvm/pull/5992#discussion_r452186951 ## File path: python/tvm/relay/frontend/tflite.py ## @@ -1634,6 +1636,54 @@ def convert_reduce_sum(self, op): def convert_reduce_any(self,

[GitHub] [incubator-tvm] d-smirnov commented on a change in pull request #5992: Add support for tflite arg_min and arg_max

2020-07-09 Thread GitBox
d-smirnov commented on a change in pull request #5992: URL: https://github.com/apache/incubator-tvm/pull/5992#discussion_r452157383 ## File path: python/tvm/relay/frontend/tflite.py ## @@ -1634,6 +1636,56 @@ def convert_reduce_sum(self, op): def convert_reduce_any(self, op

[GitHub] [incubator-tvm] d-smirnov commented on a change in pull request #5992: Add support for tflite arg_min and arg_max

2020-07-09 Thread GitBox
d-smirnov commented on a change in pull request #5992: URL: https://github.com/apache/incubator-tvm/pull/5992#discussion_r452156800 ## File path: python/tvm/relay/frontend/tflite.py ## @@ -1634,6 +1636,56 @@ def convert_reduce_sum(self, op): def convert_reduce_any(self, op

[GitHub] [incubator-tvm] d-smirnov commented on a change in pull request #5992: Add support for tflite arg_min and arg_max

2020-07-09 Thread GitBox
d-smirnov commented on a change in pull request #5992: URL: https://github.com/apache/incubator-tvm/pull/5992#discussion_r452156748 ## File path: python/tvm/relay/frontend/tflite.py ## @@ -157,6 +157,8 @@ def __init__(self, model, subgraph, exp_tab): 'UNPACK': self

[GitHub] [incubator-tvm] FrozenGene commented on pull request #5753: Support module based interface runtime

2020-07-09 Thread GitBox
FrozenGene commented on pull request #5753: URL: https://github.com/apache/incubator-tvm/pull/5753#issuecomment-656066410 @tqchen The structure and implementation has been refactored. Could you spend some time in reviewing it again? Besides the graph runtime factory, there are 2 chan

[GitHub] [incubator-tvm] jcf94 commented on pull request #5962: [Ansor][AutoTVM v2.0] Part 0: Ansor minimum system for auto schedule generating

2020-07-09 Thread GitBox
jcf94 commented on pull request #5962: URL: https://github.com/apache/incubator-tvm/pull/5962#issuecomment-656063062 Most of the commemts have been addressed, expect for some controversies. This is an automated message from t

[GitHub] [incubator-tvm] jcf94 commented on a change in pull request #5962: [Ansor][AutoTVM v2.0] Part 0: Ansor minimum system for auto schedule generating

2020-07-09 Thread GitBox
jcf94 commented on a change in pull request #5962: URL: https://github.com/apache/incubator-tvm/pull/5962#discussion_r452099376 ## File path: python/tvm/ansor/auto_schedule.py ## @@ -0,0 +1,206 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contribu

[GitHub] [incubator-tvm] jcf94 commented on a change in pull request #5962: [Ansor][AutoTVM v2.0] Part 0: Ansor minimum system for auto schedule generating

2020-07-09 Thread GitBox
jcf94 commented on a change in pull request #5962: URL: https://github.com/apache/incubator-tvm/pull/5962#discussion_r452098400 ## File path: python/tvm/ansor/auto_schedule.py ## @@ -0,0 +1,206 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contribu

[GitHub] [incubator-tvm] jcf94 commented on a change in pull request #5962: [Ansor][AutoTVM v2.0] Part 0: Ansor minimum system for auto schedule generating

2020-07-09 Thread GitBox
jcf94 commented on a change in pull request #5962: URL: https://github.com/apache/incubator-tvm/pull/5962#discussion_r452098400 ## File path: python/tvm/ansor/auto_schedule.py ## @@ -0,0 +1,206 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contribu

[GitHub] [incubator-tvm] lixiaoquan opened a new pull request #6024: [Relay][TF] Make StridedSlice support dynamic input and constant attrs

2020-07-09 Thread GitBox
lixiaoquan opened a new pull request #6024: URL: https://github.com/apache/incubator-tvm/pull/6024 @kevinthesun @mbrookhart @icemelon9 Could you please review this, thanks The input of strided_slice is Expr and attrs are Const, but it is still possible this strided_slice is dynamic.

[GitHub] [incubator-tvm] lhf1997 commented on pull request #6012: [VTA] Move compiler related registry items to vta/build_module.py

2020-07-09 Thread GitBox
lhf1997 commented on pull request #6012: URL: https://github.com/apache/incubator-tvm/pull/6012#issuecomment-656022147 When i run the 2D convolution testbench in Pynq-Z1 i found a new problem. Here are the codes. `Conv2DWorkload(batch=1, height=56, width=56, in_filter=64, out_filter=64,

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