{"action":"closed","number":156,"pull_request":{"url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/pulls/156","id":169876835,"html_url":"https://github.com/ROCmSoftwarePlatform/Tensile/pull/156","diff_url":"https://github.com/ROCmSoftwarePlatform/Tensile/pull/156.diff","patch_url":"https://github.com/ROCmSoftwarePlatform/Tensile/pull/156.patch","issue_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/issues/156","number":156,"state":"closed","locked":false,"title":"Solution selection for multiple devices and architectures","user":{"login":"amcamd","id":25018070,"avatar_url":"https://avatars3.githubusercontent.com/u/25018070?v=4","gravatar_id":"","url":"https://api.github.com/users/amcamd","html_url":"https://github.com/amcamd","followers_url":"https://api.github.com/users/amcamd/followers","following_url":"https://api.github.com/users/amcamd/following{/other_user}","gists_url":"https://api.github.com/users/amcamd/gists{/gist_id}","starred_url":"https://api.github.com/users/amcamd/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/amcamd/subscriptions","organizations_url":"https://api.github.com/users/amcamd/orgs","repos_url":"https://api.github.com/users/amcamd/repos","events_url":"https://api.github.com/users/amcamd/events{/privacy}","received_events_url":"https://api.github.com/users/amcamd/received_events","type":"User","site_admin":false},"body":"Modify kernel selection logic to enable selection of kernel based on device. Kernels are tuned for specific devices. There are also fallback kernels that will work on any device. For specific devices there will be assembly kernels where possible. The fallback kernels are source code. The fallback kernels will be used for hgemm on r9nano because it uses gfx803 ISA, and the needed instructions are in gfx900ISA. \r\n\r\nBenchmark .yaml files in Tensile/Tensile/Configs\r\n* have names like\r\n  * rocblas_sgemm_asm_full.yaml\r\n  * rocblas_sgemm_asm_lite.yaml\r\n  * rocblas_sgemm_hip_lite.yaml\r\n* the \\_asm\\_ files contain information like below\r\n  * KernelLanguage: [\"Assembly\"]\r\n  * ScheduleName: \"vega10\"\r\n  * DeviceNames: [\"Device 6863\", \"Device 6862\"]\r\n  * ArchitectureName: \"gfx900\"\r\n* this tells Tensile to build assembly kernels for architecture \"gfx900\"\r\n* for vega10, mi25 and r9nano assembly code is used where possible for s,d,hgemm.\r\n* for hgemm on r9nano source code must be used since gfx803 does not contain the instructions used in the hgemm assembly code.\r\n* the \\_hip\\_ files contains information like below\r\n  * KernelLanguage: [\"Source\"]\r\n  * ScheduleName: \"hip\"\r\n  * DeviceNames: [\"Device 0000\"]\r\n  * ArchitectureName: \"fallback\"\r\n* this tells Tensile to build source kernels that are the fallback kernels for any architecture and device\r\n\r\nLibrary .yaml files in 3_LibraryLogic\r\n* will have a name like vega10_Cijk_Ailk_Bljk_SB.yaml\r\n* they can be built for for vega10, mi25, r9nano, and fallback.","created_at":"2018-02-19T04:35:48Z","updated_at":"2018-02-19T19:43:22Z","closed_at":"2018-02-19T19:43:22Z","merged_at":"2018-02-19T19:43:22Z","merge_commit_sha":"f6fabc7c561c80c6bb328f641eb70cd5f21e54fe","assignee":null,"assignees":[],"requested_reviewers":[],"requested_teams":[],"labels":[],"milestone":null,"commits_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/pulls/156/commits","review_comments_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/pulls/156/comments","review_comment_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/pulls/comments{/number}","comments_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/issues/156/comments","statuses_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/statuses/12d6d19385f0894e4238be8beee10c5f95f3bdef","head":{"label":"amcamd:multiple_devices3","ref":"multiple_devices3","sha":"12d6d19385f0894e4238be8beee10c5f95f3bdef","user":{"login":"amcamd","id":25018070,"avatar_url":"https://avatars3.githubusercontent.com/u/25018070?v=4","gravatar_id":"","url":"https://api.github.com/users/amcamd","html_url":"https://github.com/amcamd","followers_url":"https://api.github.com/users/amcamd/followers","following_url":"https://api.github.com/users/amcamd/following{/other_user}","gists_url":"https://api.github.com/users/amcamd/gists{/gist_id}","starred_url":"https://api.github.com/users/amcamd/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/amcamd/subscriptions","organizations_url":"https://api.github.com/users/amcamd/orgs","repos_url":"https://api.github.com/users/amcamd/repos","events_url":"https://api.github.com/users/amcamd/events{/privacy}","received_events_url":"https://api.github.com/users/amcamd/received_events","type":"User","site_admin":false},"repo":{"id":83598647,"name":"Tensile","full_name":"amcamd/Tensile","owner":{"login":"amcamd","id":25018070,"avatar_url":"https://avatars3.githubusercontent.com/u/25018070?v=4","gravatar_id":"","url":"https://api.github.com/users/amcamd","html_url":"https://github.com/amcamd","followers_url":"https://api.github.com/users/amcamd/followers","following_url":"https://api.github.com/users/amcamd/following{/other_user}","gists_url":"https://api.github.com/users/amcamd/gists{/gist_id}","starred_url":"https://api.github.com/users/amcamd/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/amcamd/subscriptions","organizations_url":"https://api.github.com/users/amcamd/orgs","repos_url":"https://api.github.com/users/amcamd/repos","events_url":"https://api.github.com/users/amcamd/events{/privacy}","received_events_url":"https://api.github.com/users/amcamd/received_events","type":"User","site_admin":false},"private":false,"html_url":"https://github.com/amcamd/Tensile","description":"Stretching GPU performance for GEMMs and tensor contractions.","fork":true,"url":"https://api.github.com/repos/amcamd/Tensile","forks_url":"https://api.github.com/repos/amcamd/Tensile/forks","keys_url":"https://api.github.com/repos/amcamd/Tensile/keys{/key_id}","collaborators_url":"https://api.github.com/repos/amcamd/Tensile/collaborators{/collaborator}","teams_url":"https://api.github.com/repos/amcamd/Tensile/teams","hooks_url":"https://api.github.com/repos/amcamd/Tensile/hooks","issue_events_url":"https://api.github.com/repos/amcamd/Tensile/issues/events{/number}","events_url":"https://api.github.com/repos/amcamd/Tensile/events","assignees_url":"https://api.github.com/repos/amcamd/Tensile/assignees{/user}","branches_url":"https://api.github.com/repos/amcamd/Tensile/branches{/branch}","tags_url":"https://api.github.com/repos/amcamd/Tensile/tags","blobs_url":"https://api.github.com/repos/amcamd/Tensile/git/blobs{/sha}","git_tags_url":"https://api.github.com/repos/amcamd/Tensile/git/tags{/sha}","git_refs_url":"https://api.github.com/repos/amcamd/Tensile/git/refs{/sha}","trees_url":"https://api.github.com/repos/amcamd/Tensile/git/trees{/sha}","statuses_url":"https://api.github.com/repos/amcamd/Tensile/statuses/{sha}","languages_url":"https://api.github.com/repos/amcamd/Tensile/languages","stargazers_url":"https://api.github.com/repos/amcamd/Tensile/stargazers","contributors_url":"https://api.github.com/repos/amcamd/Tensile/contributors","subscribers_url":"https://api.github.com/repos/amcamd/Tensile/subscribers","subscription_url":"https://api.github.com/repos/amcamd/Tensile/subscription","commits_url":"https://api.github.com/repos/amcamd/Tensile/commits{/sha}","git_commits_url":"https://api.github.com/repos/amcamd/Tensile/git/commits{/sha}","comments_url":"https://api.github.com/repos/amcamd/Tensile/comments{/number}","issue_comment_url":"https://api.github.com/repos/amcamd/Tensile/issues/comments{/number}","contents_url":"https://api.github.com/repos/amcamd/Tensile/contents/{+path}","compare_url":"https://api.github.com/repos/amcamd/Tensile/compare/{base}...{head}","merges_url":"https://api.github.com/repos/amcamd/Tensile/merges","archive_url":"https://api.github.com/repos/amcamd/Tensile/{archive_format}{/ref}","downloads_url":"https://api.github.com/repos/amcamd/Tensile/downloads","issues_url":"https://api.github.com/repos/amcamd/Tensile/issues{/number}","pulls_url":"https://api.github.com/repos/amcamd/Tensile/pulls{/number}","milestones_url":"https://api.github.com/repos/amcamd/Tensile/milestones{/number}","notifications_url":"https://api.github.com/repos/amcamd/Tensile/notifications{?since,all,participating}","labels_url":"https://api.github.com/repos/amcamd/Tensile/labels{/name}","releases_url":"https://api.github.com/repos/amcamd/Tensile/releases{/id}","deployments_url":"https://api.github.com/repos/amcamd/Tensile/deployments","created_at":"2017-03-01T20:30:48Z","updated_at":"2017-03-01T20:30:50Z","pushed_at":"2018-02-19T15:00:49Z","git_url":"git://github.com/amcamd/Tensile.git","ssh_url":"git@github.com:amcamd/Tensile.git","clone_url":"https://github.com/amcamd/Tensile.git","svn_url":"https://github.com/amcamd/Tensile","homepage":"","size":3176,"stargazers_count":0,"watchers_count":0,"language":"Python","has_issues":false,"has_projects":true,"has_downloads":true,"has_wiki":true,"has_pages":false,"forks_count":0,"mirror_url":null,"archived":false,"open_issues_count":0,"license":null,"forks":0,"open_issues":0,"watchers":0,"default_branch":"master"}},"base":{"label":"ROCmSoftwarePlatform:develop","ref":"develop","sha":"9e0d13ba680d2c04bcdc63a25b48ae53aaaf44ba","user":{"login":"ROCmSoftwarePlatform","id":16900697,"avatar_url":"https://avatars0.githubusercontent.com/u/16900697?v=4","gravatar_id":"","url":"https://api.github.com/users/ROCmSoftwarePlatform","html_url":"https://github.com/ROCmSoftwarePlatform","followers_url":"https://api.github.com/users/ROCmSoftwarePlatform/followers","following_url":"https://api.github.com/users/ROCmSoftwarePlatform/following{/other_user}","gists_url":"https://api.github.com/users/ROCmSoftwarePlatform/gists{/gist_id}","starred_url":"https://api.github.com/users/ROCmSoftwarePlatform/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/ROCmSoftwarePlatform/subscriptions","organizations_url":"https://api.github.com/users/ROCmSoftwarePlatform/orgs","repos_url":"https://api.github.com/users/ROCmSoftwarePlatform/repos","events_url":"https://api.github.com/users/ROCmSoftwarePlatform/events{/privacy}","received_events_url":"https://api.github.com/users/ROCmSoftwarePlatform/received_events","type":"Organization","site_admin":false},"repo":{"id":45614485,"name":"Tensile","full_name":"ROCmSoftwarePlatform/Tensile","owner":{"login":"ROCmSoftwarePlatform","id":16900697,"avatar_url":"https://avatars0.githubusercontent.com/u/16900697?v=4","gravatar_id":"","url":"https://api.github.com/users/ROCmSoftwarePlatform","html_url":"https://github.com/ROCmSoftwarePlatform","followers_url":"https://api.github.com/users/ROCmSoftwarePlatform/followers","following_url":"https://api.github.com/users/ROCmSoftwarePlatform/following{/other_user}","gists_url":"https://api.github.com/users/ROCmSoftwarePlatform/gists{/gist_id}","starred_url":"https://api.github.com/users/ROCmSoftwarePlatform/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/ROCmSoftwarePlatform/subscriptions","organizations_url":"https://api.github.com/users/ROCmSoftwarePlatform/orgs","repos_url":"https://api.github.com/users/ROCmSoftwarePlatform/repos","events_url":"https://api.github.com/users/ROCmSoftwarePlatform/events{/privacy}","received_events_url":"https://api.github.com/users/ROCmSoftwarePlatform/received_events","type":"Organization","site_admin":false},"private":false,"html_url":"https://github.com/ROCmSoftwarePlatform/Tensile","description":"Stretching GPU performance for GEMMs and tensor contractions.","fork":false,"url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile","forks_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/forks","keys_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/keys{/key_id}","collaborators_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/collaborators{/collaborator}","teams_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/teams","hooks_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/hooks","issue_events_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/issues/events{/number}","events_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/events","assignees_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/assignees{/user}","branches_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/branches{/branch}","tags_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/tags","blobs_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/git/blobs{/sha}","git_tags_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/git/tags{/sha}","git_refs_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/git/refs{/sha}","trees_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/git/trees{/sha}","statuses_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/statuses/{sha}","languages_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/languages","stargazers_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/stargazers","contributors_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/contributors","subscribers_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/subscribers","subscription_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/subscription","commits_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/commits{/sha}","git_commits_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/git/commits{/sha}","comments_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/comments{/number}","issue_comment_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/issues/comments{/number}","contents_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/contents/{+path}","compare_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/compare/{base}...{head}","merges_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/merges","archive_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/{archive_format}{/ref}","downloads_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/downloads","issues_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/issues{/number}","pulls_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/pulls{/number}","milestones_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/milestones{/number}","notifications_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/notifications{?since,all,participating}","labels_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/labels{/name}","releases_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/releases{/id}","deployments_url":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/deployments","created_at":"2015-11-05T13:58:49Z","updated_at":"2018-02-14T22:40:18Z","pushed_at":"2018-02-19T19:43:21Z","git_url":"git://github.com/ROCmSoftwarePlatform/Tensile.git","ssh_url":"git@github.com:ROCmSoftwarePlatform/Tensile.git","clone_url":"https://github.com/ROCmSoftwarePlatform/Tensile.git","svn_url":"https://github.com/ROCmSoftwarePlatform/Tensile","homepage":"","size":3193,"stargazers_count":21,"watchers_count":21,"language":"Python","has_issues":true,"has_projects":true,"has_downloads":true,"has_wiki":true,"has_pages":false,"forks_count":9,"mirror_url":null,"archived":false,"open_issues_count":5,"license":{"key":"mit","name":"MIT License","spdx_id":"MIT","url":"https://api.github.com/licenses/mit"},"forks":9,"open_issues":5,"watchers":21,"default_branch":"master"}},"_links":{"self":{"href":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/pulls/156"},"html":{"href":"https://github.com/ROCmSoftwarePlatform/Tensile/pull/156"},"issue":{"href":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/issues/156"},"comments":{"href":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/issues/156/comments"},"review_comments":{"href":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/pulls/156/comments"},"review_comment":{"href":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/pulls/comments{/number}"},"commits":{"href":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/pulls/156/commits"},"statuses":{"href":"https://api.github.com/repos/ROCmSoftwarePlatform/Tensile/statuses/12d6d19385f0894e4238be8beee10c5f95f3bdef"}},"author_association":"CONTRIBUTOR","merged":true,"mergeable":null,"rebaseable":null,"mergeable_state":"unknown","merged_by":{"login":"amcamd","id":25018070,"avatar_url":"https://avatars3.githubusercontent.com/u/25018070?v=4","gravatar_id":"","url":"https://api.github.com/users/amcamd","html_url":"https://github.com/amcamd","followers_url":"https://api.github.com/users/amcamd/followers","following_url":"https://api.github.com/users/amcamd/following{/other_user}","gists_url":"https://api.github.com/users/amcamd/gists{/gist_id}","starred_url":"https://api.github.com/users/amcamd/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/amcamd/subscriptions","organizations_url":"https://api.github.com/users/amcamd/orgs","repos_url":"https://api.github.com/users/amcamd/repos","events_url":"https://api.github.com/users/amcamd/events{/privacy}","received_events_url":"https://api.github.com/users/amcamd/received_events","type":"User","site_admin":false},"comments":0,"review_comments":0,"maintainer_can_modify":false,"commits":3,"additions":416,"deletions":128,"changed_files":30}}
{"actor":{"display_login":"amcamd"}}