You are viewing a plain text version of this content. The canonical link for it is here.
Posted to commits@tvm.apache.org by GitBox <gi...@apache.org> on 2022/11/10 00:09:26 UTC
[GitHub] [tvm] csullivan opened a new pull request, #13340: [Hexagon] Add test demonstrating how to utilize a rolling buffer for avoiding repeated loads
csullivan opened a new pull request, #13340:
URL: https://github.com/apache/tvm/pull/13340
This PR shows how to utilize the `sch.rolling_buffer` schedule primitive to avoid copying repeated rows when loading to fast memory.
--
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 the specific comment.
To unsubscribe, e-mail: commits-unsubscribe@tvm.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
[GitHub] [tvm] csullivan commented on pull request #13340: [Hexagon] Add test demonstrating how to utilize a rolling buffer for avoiding repeated loads
Posted by GitBox <gi...@apache.org>.
csullivan commented on PR #13340:
URL: https://github.com/apache/tvm/pull/13340#issuecomment-1315547876
@tvm-bot rerun
--
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 the specific comment.
To unsubscribe, e-mail: commits-unsubscribe@tvm.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
[GitHub] [tvm] kparzysz-quic commented on pull request #13340: [Hexagon] Add test demonstrating how to utilize a rolling buffer for avoiding repeated loads
Posted by GitBox <gi...@apache.org>.
kparzysz-quic commented on PR #13340:
URL: https://github.com/apache/tvm/pull/13340#issuecomment-1376007116
@tvm-bot rerun
--
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 the specific comment.
To unsubscribe, e-mail: commits-unsubscribe@tvm.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
[GitHub] [tvm] csullivan commented on pull request #13340: [Hexagon] Add test demonstrating how to utilize a rolling buffer for avoiding repeated loads
Posted by GitBox <gi...@apache.org>.
csullivan commented on PR #13340:
URL: https://github.com/apache/tvm/pull/13340#issuecomment-1309774033
cc @kparzysz-quic
Many thanks (!!) to @mbaret @NicolaLancellotti for the initial contribution of rolling buffer [[1](https://discuss.tvm.apache.org/t/rfc-introducing-a-rolling-buffer-scheduling-primitive/9836), [2](https://github.com/apache/tvm/pull/9444)], and to @liangW-intellif and @wrongtest-intellif for their recent translation of rolling buffer to a TIR schedule primitive [[3](https://github.com/apache/tvm/pull/13033)], as well as all others involved in this work. It is a fantastic example of the benefit of a strong open source community!
--
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 the specific comment.
To unsubscribe, e-mail: commits-unsubscribe@tvm.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
[GitHub] [tvm] mehrdadh commented on a diff in pull request #13340: [Hexagon] Add test demonstrating how to utilize a rolling buffer for avoiding repeated loads
Posted by GitBox <gi...@apache.org>.
mehrdadh commented on code in PR #13340:
URL: https://github.com/apache/tvm/pull/13340#discussion_r1019429922
##########
tests/python/contrib/test_hexagon/test_rolling_buffer.py:
##########
@@ -0,0 +1,65 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements. See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership. The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied. See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+""" Test the use of rolling buffer schedule primitive for avoiding repeated loads """
+
+import numpy as np
+
+import tvm
+import tvm.testing
+from tvm import tir
+from tvm.script import tir as T
+from .infrastructure import get_hexagon_target
+
+
+def generate_conv2d(dtype):
+ """Generate a pseudo conv2d with unit weights"""
+
+ @T.prim_func
+ def conv2d_2x1_filter(act: T.handle, res: T.handle):
+ a_buffer = T.match_buffer(act, (6, 32), dtype)
+ b_buffer = T.match_buffer(res, (5, 32), dtype)
+ for output_row, i in T.grid(5, 32):
+ for reduce_h in T.serial(2):
+ with T.block("compute"):
+ vrow = T.axis.spatial(5, output_row)
+ vcol = T.axis.spatial(32, i)
+ vrh = T.axis.reduce(2, reduce_h)
+ with T.init():
+ b_buffer[vrow, vcol] = T.cast(0, dtype=dtype)
+ b_buffer[vrow, vcol] = b_buffer[vrow, vcol] + a_buffer[vrow + vrh, vcol]
+
+ return conv2d_2x1_filter
+
+
+def test_rolling_buffer_conv2d_2x1(hexagon_session):
Review Comment:
Please add `@tvm.testing.requires_hexagon`
##########
tests/python/contrib/test_hexagon/test_rolling_buffer.py:
##########
@@ -0,0 +1,65 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements. See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership. The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied. See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+""" Test the use of rolling buffer schedule primitive for avoiding repeated loads """
+
+import numpy as np
+
+import tvm
+import tvm.testing
+from tvm import tir
+from tvm.script import tir as T
+from .infrastructure import get_hexagon_target
+
+
+def generate_conv2d(dtype):
+ """Generate a pseudo conv2d with unit weights"""
+
+ @T.prim_func
+ def conv2d_2x1_filter(act: T.handle, res: T.handle):
+ a_buffer = T.match_buffer(act, (6, 32), dtype)
+ b_buffer = T.match_buffer(res, (5, 32), dtype)
+ for output_row, i in T.grid(5, 32):
+ for reduce_h in T.serial(2):
+ with T.block("compute"):
+ vrow = T.axis.spatial(5, output_row)
+ vcol = T.axis.spatial(32, i)
+ vrh = T.axis.reduce(2, reduce_h)
+ with T.init():
+ b_buffer[vrow, vcol] = T.cast(0, dtype=dtype)
+ b_buffer[vrow, vcol] = b_buffer[vrow, vcol] + a_buffer[vrow + vrh, vcol]
+
+ return conv2d_2x1_filter
+
+
+def test_rolling_buffer_conv2d_2x1(hexagon_session):
+ """Test the rolling buffer schedule primitive on a pseudo conv2d"""
+ dtype = "float16"
+ sch = tir.Schedule(generate_conv2d(dtype).with_attr("global_symbol", "main"))
+ compute_block = sch.get_block("compute")
+ output_row, _, _ = sch.get_loops(compute_block)
+ cache_read_block = sch.cache_read(compute_block, 0, "global.vtcm")
+ sch.compute_at(cache_read_block, output_row)
+ sch.rolling_buffer(cache_read_block, 0)
+
+ target = get_hexagon_target("v69")
+ mod = tvm.build(sch.mod, target=target)
+ mod = hexagon_session.load_module(mod)
+ a = tvm.nd.array(np.ones((6, 32), dtype=dtype), device=hexagon_session.device)
+ b = tvm.nd.array(np.zeros((5, 32), dtype=dtype), device=hexagon_session.device)
+ mod(a, b)
+ tvm.testing.assert_allclose(b.numpy(), np.full((5, 32), 2, dtype=dtype), atol=1e-3, rtol=1e-3)
Review Comment:
Please add this to the end:
```
if __name__ == "__main__":
tvm.testing.main()
```
--
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 the specific comment.
To unsubscribe, e-mail: commits-unsubscribe@tvm.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
[GitHub] [tvm] csullivan closed pull request #13340: [Hexagon] Add test demonstrating how to utilize a rolling buffer for avoiding repeated loads
Posted by "csullivan (via GitHub)" <gi...@apache.org>.
csullivan closed pull request #13340: [Hexagon] Add test demonstrating how to utilize a rolling buffer for avoiding repeated loads
URL: https://github.com/apache/tvm/pull/13340
--
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 the specific comment.
To unsubscribe, e-mail: commits-unsubscribe@tvm.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
[GitHub] [tvm] tvm-bot commented on pull request #13340: [Hexagon] Add test demonstrating how to utilize a rolling buffer for avoiding repeated loads
Posted by GitBox <gi...@apache.org>.
tvm-bot commented on PR #13340:
URL: https://github.com/apache/tvm/pull/13340#issuecomment-1309568593
<!---bot-comment-->
Thanks for contributing to TVM! Please refer to the contributing guidelines https://tvm.apache.org/docs/contribute/ for useful information and tips. Please request code reviews from [Reviewers](https://github.com/apache/incubator-tvm/blob/master/CONTRIBUTORS.md#reviewers) by @-ing them in a comment.
<sub>Generated by [tvm-bot](https://github.com/apache/tvm/blob/main/ci/README.md#github-actions)</sub>
--
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 the specific comment.
To unsubscribe, e-mail: commits-unsubscribe@tvm.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
[GitHub] [tvm] github-actions[bot] commented on pull request #13340: [Hexagon] Add test demonstrating how to utilize a rolling buffer for avoiding repeated loads
Posted by GitBox <gi...@apache.org>.
github-actions[bot] commented on PR #13340:
URL: https://github.com/apache/tvm/pull/13340#issuecomment-1376007983
Failed to re-run CI in https://github.com/apache/tvm/actions/runs/3876284649
<details>
```
Traceback (most recent call last):
File "ci/scripts/github/github_tvmbot.py", line 593, in comment_failure
raise item
File "ci/scripts/github/github_tvmbot.py", line 699, in run
pr.rerun_jenkins_ci()
File "ci/scripts/github/github_tvmbot.py", line 552, in rerun_jenkins_ci
post(url, auth=("tvm-bot", TVM_BOT_JENKINS_TOKEN))
File "/home/runner/work/tvm/tvm/ci/scripts/jenkins/git_utils.py", line 53, in post
with request.urlopen(req, data) as response:
File "/usr/lib/python3.8/urllib/request.py", line 222, in urlopen
return opener.open(url, data, timeout)
File "/usr/lib/python3.8/urllib/request.py", line 531, in open
response = meth(req, response)
File "/usr/lib/python3.8/urllib/request.py", line 640, in http_response
response = self.parent.error(
File "/usr/lib/python3.8/urllib/request.py", line 569, in error
return self._call_chain(*args)
File "/usr/lib/python3.8/urllib/request.py", line 502, in _call_chain
result = func(*args)
File "/usr/lib/python3.8/urllib/request.py", line 649, in http_error_default
raise HTTPError(req.full_url, code, msg, hdrs, fp)
urllib.error.HTTPError: HTTP Error 500: Server Error
```
with response
```
<!DOCTYPE html><html><head resURL="/static/e3b9d568" data-rooturl="" data-resurl="/static/e3b9d568" data-extensions-available="true" data-unit-test="false" data-imagesurl="/static/e3b9d568/images" data-crumb-header="Jenkins-Crumb" data-crumb-value="feab3f95df923bbb057f5a8022c738110a9136ff18248f08e656785c09abf5dea00d43488d85fd2e6238225d794f8499d78b0df72517f4d6a7ebf5087f1ae73f">
<title>Jenkins [Jenkins]</title><link rel="stylesheet" href="/static/e3b9d568/jsbundles/styles.css" type="text/css"><link rel="stylesheet" href="/static/e3b9d568/css/responsive-grid.css" type="text/css"><link rel="shortcut icon" href="/static/e3b9d568/favicon.ico" type="image/vnd.microsoft.icon"><script src="/static/e3b9d568/scripts/prototype.js" type="text/javascript"></script><script src="/static/e3b9d568/scripts/behavior.js" type="text/javascript"></script><script src='/adjuncts/e3b9d568/org/kohsuke/stapler/bind.js' type='text/javascript'></script><script src="/static/e3b9d568/scripts/yui/yahoo/yahoo-min.js"></script><script src="/static/e3b9d568/scripts/yui/dom/dom-min.js"></script><script src="/static/e3b9d568/scripts/yui/event/event-min.js"></script><script src="/static/e3b9d568/scripts/yui/animation/animation-min.js"></script><script src="/static/e3b9d568/scripts/yui/dragdrop/dragdrop-min.js"></script><script src="/static/e3b9d568/scripts/yui/container/container-min.js"
></script><script src="/static/e3b9d568/scripts/yui/connection/connection-min.js"></script><script src="/static/e3b9d568/scripts/yui/datasource/datasource-min.js"></script><script src="/static/e3b9d568/scripts/yui/autocomplete/autocomplete-min.js"></script><script src="/static/e3b9d568/scripts/yui/menu/menu-min.js"></script><script src="/static/e3b9d568/scripts/yui/element/element-min.js"></script><script src="/static/e3b9d568/scripts/yui/button/button-min.js"></script><script src="/static/e3b9d568/scripts/yui/storage/storage-min.js"></script><script src="/static/e3b9d568/scripts/hudson-behavior.js" type="text/javascript"></script><script src="/static/e3b9d568/scripts/sortable.js" type="text/javascript"></script><link rel="stylesheet" href="/static/e3b9d568/scripts/yui/container/assets/container.css" type="text/css"><link rel="stylesheet" href="/static/e3b9d568/scripts/yui/container/assets/skins/sam/container.css" type="text/css"><link rel="stylesheet" href="/static/e3b9d568/scripts
/yui/menu/assets/skins/sam/menu.css" type="text/css"><link rel="search" href="/opensearch.xml" type="application/opensearchdescription+xml" title="Jenkins"><meta name="ROBOTS" content="INDEX,NOFOLLOW"><meta name="viewport" content="width=device-width, initial-scale=1"><script src="/static/e3b9d568/jsbundles/vendors.js" type="text/javascript"></script><script src="/static/e3b9d568/jsbundles/page-init.js" type="text/javascript"></script><script src="/static/e3b9d568/jsbundles/sortable-drag-drop.js" type="text/javascript"></script></head><body data-model-type="hudson.model.Hudson" id="jenkins" class="yui-skin-sam one-column jenkins-2.361.2" data-version="2.361.2"><a href="#skip2content" class="skiplink">Skip to content</a><header id="page-header" class="page-header"><div class="page-header__brand"><div class="logo"><a id="jenkins-home-link" href="/"><img src="/static/e3b9d568/images/svgs/logo.svg" alt="[Jenkins]" id="jenkins-head-icon"><img src="/static/e3b9d568/images/title.svg" alt="
Jenkins" width="139" id="jenkins-name-icon" height="34"></a></div><a href="/" class="page-header__brand-link"><img src="/static/e3b9d568/images/svgs/logo.svg" alt="[Jenkins]" class="page-header__brand-image"><span class="page-header__brand-name">Jenkins</span></a></div><div class="searchbox hidden-xs"><form role="search" method="get" name="search" action="/search/" style="position:relative;" class="no-json"><div id="search-box-sizer"></div><div id="searchform"><input role="searchbox" name="q" placeholder="Search" id="search-box" class="main-search__input"><span class="main-search__icon-leading"><svg class="" class="" aria-hidden="true" xmlns="http://www.w3.org/2000/svg" class="" viewBox="0 0 512 512"><title></title><path d="M221.09 64a157.09 157.09 0 10157.09 157.09A157.1 157.1 0 00221.09 64z" fill="none" stroke="currentColor" stroke-miterlimit="10" stroke-width="32"/><path fill="none" stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="32" d="M338.29 3
38.29L448 448"/></svg></span><a href="https://www.jenkins.io/redirect/search-box" class="main-search__icon-trailing"><svg class="" class="" aria-hidden="true" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path d="M256 40a216 216 0 10216 216A216 216 0 00256 40z" fill="none" stroke="currentColor" stroke-miterlimit="10" stroke-width="38"/><path d="M200 202.29s.84-17.5 19.57-32.57C230.68 160.77 244 158.18 256 158c10.93-.14 20.69 1.67 26.53 4.45 10 4.76 29.47 16.38 29.47 41.09 0 26-17 37.81-36.37 50.8S251 281.43 251 296" fill="none" stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="38"/><circle cx="250" cy="360" r="25" fill="currentColor"/></svg></a><div id="search-box-completion" data-search-url="/search/"></div><script src='/adjuncts/e3b9d568/jenkins/views/JenkinsHeader/search-box.js' type='text/javascript'></script></div></form></div><div class="login page-header__hyperlinks"><div id="visible-am-insertion" class="page-header__am-wrapper"></d
iv><div id="visible-sec-am-insertion" class="page-header__am-wrapper"></div><a href="/securityRealm/commenceLogin?from=%2Fjob%2Ftvm-arm%2Fjob%2FPR-13340%2FbuildWithParameters"><b>log in</b></a></div></header><script src="/static/e3b9d568/jsbundles/keyboard-shortcuts.js" type="text/javascript"></script><div id="breadcrumbBar"><script src='/adjuncts/e3b9d568/lib/layout/breadcrumbs.js' type='text/javascript'></script><div class="top-sticker noedge"><div class="top-sticker-inner"><div class="jenkins-breadcrumbs"><ul id="breadcrumbs"><li class="item"><a href="/" class="model-link">Dashboard</a></li><li href="/" class="children"></li></ul><div id="breadcrumb-menu-target"></div></div></div></div></div><div id="page-body" class="clear"><div id="main-panel"><a name="skip2content"></a><h1 style="text-align: center"><img src="/static/e3b9d568/images/rage.svg" width="154" height="179"><span style="font-size:50px"> Oops!</span></h1><div id="error-description"><h2 style="text-align: center">A pr
oblem occurred while processing the request.</h2><p style="text-align: center">Logging ID=8759cb03-29c2-401f-af83-67c328129544</div></div></div><footer class="page-footer"><div class="container-fluid"><div class="page-footer__flex-row"><div class="page-footer__footer-id-placeholder" id="footer"></div><div class="page-footer__links rest_api hidden-xs"><a href="api/">REST API</a></div><div class="page-footer__links page-footer__links--white jenkins_ver"><a rel="noopener noreferrer" href="https://www.jenkins.io/" target="_blank">Jenkins 2.361.2</a></div></div></div></footer></body></html>
```
</details>
--
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 the specific comment.
To unsubscribe, e-mail: commits-unsubscribe@tvm.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
[GitHub] [tvm] github-actions[bot] commented on pull request #13340: [Hexagon] Add test demonstrating how to utilize a rolling buffer for avoiding repeated loads
Posted by github-actions.
github-actions[bot] commented on PR #13340:
URL: https://github.com/apache/tvm/pull/13340#issuecomment-1404045716
Failed to re-run CI in https://github.com/apache/tvm/actions/runs/4008831418
<details>
```
Traceback (most recent call last):
File "ci/scripts/github/github_tvmbot.py", line 594, in comment_failure
raise item
File "ci/scripts/github/github_tvmbot.py", line 700, in run
pr.rerun_jenkins_ci()
File "ci/scripts/github/github_tvmbot.py", line 553, in rerun_jenkins_ci
post(url, auth=("tvm-bot", TVM_BOT_JENKINS_TOKEN))
File "/home/runner/work/tvm/tvm/ci/scripts/jenkins/git_utils.py", line 53, in post
with request.urlopen(req, data) as response:
File "/usr/lib/python3.8/urllib/request.py", line 222, in urlopen
return opener.open(url, data, timeout)
File "/usr/lib/python3.8/urllib/request.py", line 531, in open
response = meth(req, response)
File "/usr/lib/python3.8/urllib/request.py", line 640, in http_response
response = self.parent.error(
File "/usr/lib/python3.8/urllib/request.py", line 569, in error
return self._call_chain(*args)
File "/usr/lib/python3.8/urllib/request.py", line 502, in _call_chain
result = func(*args)
File "/usr/lib/python3.8/urllib/request.py", line 649, in http_error_default
raise HTTPError(req.full_url, code, msg, hdrs, fp)
urllib.error.HTTPError: HTTP Error 500: Server Error
```
with response
```
<!DOCTYPE html><html><head resURL="/static/e3b9d568" data-rooturl="" data-resurl="/static/e3b9d568" data-extensions-available="true" data-unit-test="false" data-imagesurl="/static/e3b9d568/images" data-crumb-header="Jenkins-Crumb" data-crumb-value="c78f18bdf9977cf79191d32d8f2e5149434a1dd1b6b42998f3edf086ecb2a21312e7f72a3e6e13e6357cedbfd05aa98de50cdc83eca9747cd931af89f7ff2997">
<title>Jenkins [Jenkins]</title><link rel="stylesheet" href="/static/e3b9d568/jsbundles/styles.css" type="text/css"><link rel="stylesheet" href="/static/e3b9d568/css/responsive-grid.css" type="text/css"><link rel="shortcut icon" href="/static/e3b9d568/favicon.ico" type="image/vnd.microsoft.icon"><script src="/static/e3b9d568/scripts/prototype.js" type="text/javascript"></script><script src="/static/e3b9d568/scripts/behavior.js" type="text/javascript"></script><script src='/adjuncts/e3b9d568/org/kohsuke/stapler/bind.js' type='text/javascript'></script><script src="/static/e3b9d568/scripts/yui/yahoo/yahoo-min.js"></script><script src="/static/e3b9d568/scripts/yui/dom/dom-min.js"></script><script src="/static/e3b9d568/scripts/yui/event/event-min.js"></script><script src="/static/e3b9d568/scripts/yui/animation/animation-min.js"></script><script src="/static/e3b9d568/scripts/yui/dragdrop/dragdrop-min.js"></script><script src="/static/e3b9d568/scripts/yui/container/container-min.js"
></script><script src="/static/e3b9d568/scripts/yui/connection/connection-min.js"></script><script src="/static/e3b9d568/scripts/yui/datasource/datasource-min.js"></script><script src="/static/e3b9d568/scripts/yui/autocomplete/autocomplete-min.js"></script><script src="/static/e3b9d568/scripts/yui/menu/menu-min.js"></script><script src="/static/e3b9d568/scripts/yui/element/element-min.js"></script><script src="/static/e3b9d568/scripts/yui/button/button-min.js"></script><script src="/static/e3b9d568/scripts/yui/storage/storage-min.js"></script><script src="/static/e3b9d568/scripts/hudson-behavior.js" type="text/javascript"></script><script src="/static/e3b9d568/scripts/sortable.js" type="text/javascript"></script><link rel="stylesheet" href="/static/e3b9d568/scripts/yui/container/assets/container.css" type="text/css"><link rel="stylesheet" href="/static/e3b9d568/scripts/yui/container/assets/skins/sam/container.css" type="text/css"><link rel="stylesheet" href="/static/e3b9d568/scripts
/yui/menu/assets/skins/sam/menu.css" type="text/css"><link rel="search" href="/opensearch.xml" type="application/opensearchdescription+xml" title="Jenkins"><meta name="ROBOTS" content="INDEX,NOFOLLOW"><meta name="viewport" content="width=device-width, initial-scale=1"><script src="/static/e3b9d568/jsbundles/vendors.js" type="text/javascript"></script><script src="/static/e3b9d568/jsbundles/page-init.js" type="text/javascript"></script><script src="/static/e3b9d568/jsbundles/sortable-drag-drop.js" type="text/javascript"></script></head><body data-model-type="hudson.model.Hudson" id="jenkins" class="yui-skin-sam one-column jenkins-2.361.2" data-version="2.361.2"><a href="#skip2content" class="skiplink">Skip to content</a><header id="page-header" class="page-header"><div class="page-header__brand"><div class="logo"><a id="jenkins-home-link" href="/"><img src="/static/e3b9d568/images/svgs/logo.svg" alt="[Jenkins]" id="jenkins-head-icon"><img src="/static/e3b9d568/images/title.svg" alt="
Jenkins" width="139" id="jenkins-name-icon" height="34"></a></div><a href="/" class="page-header__brand-link"><img src="/static/e3b9d568/images/svgs/logo.svg" alt="[Jenkins]" class="page-header__brand-image"><span class="page-header__brand-name">Jenkins</span></a></div><div class="searchbox hidden-xs"><form role="search" method="get" name="search" action="/search/" style="position:relative;" class="no-json"><div id="search-box-sizer"></div><div id="searchform"><input role="searchbox" name="q" placeholder="Search" id="search-box" class="main-search__input"><span class="main-search__icon-leading"><svg class="" class="" aria-hidden="true" xmlns="http://www.w3.org/2000/svg" class="" viewBox="0 0 512 512"><title></title><path d="M221.09 64a157.09 157.09 0 10157.09 157.09A157.1 157.1 0 00221.09 64z" fill="none" stroke="currentColor" stroke-miterlimit="10" stroke-width="32"/><path fill="none" stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="32" d="M338.29 3
38.29L448 448"/></svg></span><a href="https://www.jenkins.io/redirect/search-box" class="main-search__icon-trailing"><svg class="" class="" aria-hidden="true" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path d="M256 40a216 216 0 10216 216A216 216 0 00256 40z" fill="none" stroke="currentColor" stroke-miterlimit="10" stroke-width="38"/><path d="M200 202.29s.84-17.5 19.57-32.57C230.68 160.77 244 158.18 256 158c10.93-.14 20.69 1.67 26.53 4.45 10 4.76 29.47 16.38 29.47 41.09 0 26-17 37.81-36.37 50.8S251 281.43 251 296" fill="none" stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="38"/><circle cx="250" cy="360" r="25" fill="currentColor"/></svg></a><div id="search-box-completion" data-search-url="/search/"></div><script src='/adjuncts/e3b9d568/jenkins/views/JenkinsHeader/search-box.js' type='text/javascript'></script></div></form></div><div class="login page-header__hyperlinks"><div id="visible-am-insertion" class="page-header__am-wrapper"></d
iv><div id="visible-sec-am-insertion" class="page-header__am-wrapper"></div><a href="/securityRealm/commenceLogin?from=%2Fjob%2Ftvm-arm%2Fjob%2FPR-13340%2FbuildWithParameters"><b>log in</b></a></div></header><script src="/static/e3b9d568/jsbundles/keyboard-shortcuts.js" type="text/javascript"></script><div id="breadcrumbBar"><script src='/adjuncts/e3b9d568/lib/layout/breadcrumbs.js' type='text/javascript'></script><div class="top-sticker noedge"><div class="top-sticker-inner"><div class="jenkins-breadcrumbs"><ul id="breadcrumbs"><li class="item"><a href="/" class="model-link">Dashboard</a></li><li href="/" class="children"></li></ul><div id="breadcrumb-menu-target"></div></div></div></div></div><div id="page-body" class="clear"><div id="main-panel"><a name="skip2content"></a><h1 style="text-align: center"><img src="/static/e3b9d568/images/rage.svg" width="154" height="179"><span style="font-size:50px"> Oops!</span></h1><div id="error-description"><h2 style="text-align: center">A pr
oblem occurred while processing the request.</h2><p style="text-align: center">Logging ID=dc135f49-40b0-4791-abe1-5e5a8cf06b51</div></div></div><footer class="page-footer"><div class="container-fluid"><div class="page-footer__flex-row"><div class="page-footer__footer-id-placeholder" id="footer"></div><div class="page-footer__links rest_api hidden-xs"><a href="api/">REST API</a></div><div class="page-footer__links page-footer__links--white jenkins_ver"><a rel="noopener noreferrer" href="https://www.jenkins.io/" target="_blank">Jenkins 2.361.2</a></div></div></div></footer></body></html>
```
</details>
--
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 the specific comment.
To unsubscribe, e-mail: commits-unsubscribe@tvm.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
[GitHub] [tvm] masahi commented on pull request #13340: [Hexagon] Add test demonstrating how to utilize a rolling buffer for avoiding repeated loads
Posted by GitBox <gi...@apache.org>.
masahi commented on PR #13340:
URL: https://github.com/apache/tvm/pull/13340#issuecomment-1328726561
@tvm-bot rerun
--
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 the specific comment.
To unsubscribe, e-mail: commits-unsubscribe@tvm.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org
[GitHub] [tvm] csullivan commented on pull request #13340: [Hexagon] Add test demonstrating how to utilize a rolling buffer for avoiding repeated loads
Posted by "csullivan (via GitHub)" <gi...@apache.org>.
csullivan commented on PR #13340:
URL: https://github.com/apache/tvm/pull/13340#issuecomment-1404045391
@tvm-bot rerun
--
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 the specific comment.
To unsubscribe, e-mail: commits-unsubscribe@tvm.apache.org
For queries about this service, please contact Infrastructure at:
users@infra.apache.org