{"payload":{"feedbackUrl":"https://github.com/orgs/community/discussions/53140","repo":{"id":150154628,"defaultBranch":"main","name":"FBGEMM","ownerLogin":"pytorch","currentUserCanPush":false,"isFork":false,"isEmpty":false,"createdAt":"2018-09-24T19:07:42.000Z","ownerAvatar":"https://avatars.githubusercontent.com/u/21003710?v=4","public":true,"private":false,"isOrgOwned":true},"refInfo":{"name":"","listCacheKey":"v0:1717201357.0","currentOid":""},"activityList":{"items":[{"before":"c963152dc2b24a17b0cf18c2ec030e71a032340a","after":"19df26e9026ad5fc0b738120db409cd869cde4aa","ref":"refs/heads/gh-pages","pushedAt":"2024-06-01T17:59:46.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"github-actions[bot]","name":null,"path":"/apps/github-actions","primaryAvatarUrl":"https://avatars.githubusercontent.com/in/15368?s=80&v=4"},"commit":{"message":"Deploying to gh-pages from @ pytorch/FBGEMM@dfc51a89bd5c902cc5363247d220c175c5817016 🚀","shortMessageHtmlLink":"Deploying to gh-pages from @ <a class=\"commit-link\" data-hovercard-type=\"commit\" data-hovercard-url=\"https://github.com/pytorch/FBGEMM/commit/dfc51a89bd5c902cc5363247d220c175c5817016/hovercard\" href=\"https://github.com/pytorch/FBGEMM/commit/dfc51a89bd5c902cc5363247d220c175c5817016\"><tt>dfc51a8</tt></a> 🚀"}},{"before":"437b775d85b1ee66968f34a8e0ec71cbf0058f79","after":"dfc51a89bd5c902cc5363247d220c175c5817016","ref":"refs/heads/main","pushedAt":"2024-06-01T17:50:06.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"facebook-github-bot","name":"Facebook Community Bot","path":"/facebook-github-bot","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/6422482?s=80&v=4"},"commit":{"message":"Suppress an arity type error (#2654)\n\nSummary:\nPull Request resolved: https://github.com/pytorch/FBGEMM/pull/2654\n\nThe types are all Any, but the arity here is wrong so Pyre complains.\n\nReviewed By: grievejia\n\nDifferential Revision: D58018437\n\nfbshipit-source-id: d2cde4b72cb234621d14b1ae07f86c2aebcefd1d","shortMessageHtmlLink":"Suppress an arity type error (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2328192758\" data-permission-text=\"Title is private\" data-url=\"https://github.com/pytorch/FBGEMM/issues/2654\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/pytorch/FBGEMM/pull/2654/hovercard\" href=\"https://github.com/pytorch/FBGEMM/pull/2654\">#2654</a>)"}},{"before":"0c01a94f73e186451046089a3760dc9be31dc33f","after":"2aa52d92e58390d06b289dcdc93603d974957c6d","ref":"refs/heads/nightly","pushedAt":"2024-06-01T11:35:10.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"pytorchbot","name":null,"path":"/pytorchbot","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/21957446?s=80&v=4"},"commit":{"message":"2024-06-01 nightly release (437b775d85b1ee66968f34a8e0ec71cbf0058f79)","shortMessageHtmlLink":"2024-06-01 nightly release (<a class=\"commit-link\" data-hovercard-type=\"commit\" data-hovercard-url=\"https://github.com/pytorch/FBGEMM/commit/437b775d85b1ee66968f34a8e0ec71cbf0058f79/hovercard\" href=\"https://github.com/pytorch/FBGEMM/commit/437b775d85b1ee66968f34a8e0ec71cbf0058f79\"><tt>437b775</tt></a>)"}},{"before":"7658e916eb436599e9f41e8fe33517b659a3294d","after":"c963152dc2b24a17b0cf18c2ec030e71a032340a","ref":"refs/heads/gh-pages","pushedAt":"2024-06-01T02:55:31.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"github-actions[bot]","name":null,"path":"/apps/github-actions","primaryAvatarUrl":"https://avatars.githubusercontent.com/in/15368?s=80&v=4"},"commit":{"message":"Deploying to gh-pages from @ pytorch/FBGEMM@437b775d85b1ee66968f34a8e0ec71cbf0058f79 🚀","shortMessageHtmlLink":"Deploying to gh-pages from @ <a class=\"commit-link\" data-hovercard-type=\"commit\" data-hovercard-url=\"https://github.com/pytorch/FBGEMM/commit/437b775d85b1ee66968f34a8e0ec71cbf0058f79/hovercard\" href=\"https://github.com/pytorch/FBGEMM/commit/437b775d85b1ee66968f34a8e0ec71cbf0058f79\"><tt>437b775</tt></a> 🚀"}},{"before":"da429f93f9d47631cfd21266244196a04fc903f0","after":"437b775d85b1ee66968f34a8e0ec71cbf0058f79","ref":"refs/heads/main","pushedAt":"2024-06-01T02:45:33.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"facebook-github-bot","name":"Facebook Community Bot","path":"/facebook-github-bot","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/6422482?s=80&v=4"},"commit":{"message":"Header cleanups, pt 1 (#2650)\n\nSummary: Pull Request resolved: https://github.com/pytorch/FBGEMM/pull/2650\n\nReviewed By: spcyppt\n\nDifferential Revision: D57637033\n\nfbshipit-source-id: f2f5293634e362995b1a06adbffd8ad139d4f921","shortMessageHtmlLink":"Header cleanups, pt 1 (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2326719354\" data-permission-text=\"Title is private\" data-url=\"https://github.com/pytorch/FBGEMM/issues/2650\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/pytorch/FBGEMM/pull/2650/hovercard\" href=\"https://github.com/pytorch/FBGEMM/pull/2650\">#2650</a>)"}},{"before":"b5908b8f9f5d276a2d7cd243fb102bb51c99ee5e","after":"345e654cd495304b25286a06ec7f1b6ae26386bd","ref":"refs/heads/export-D57145102","pushedAt":"2024-06-01T00:22:54.000Z","pushType":"force_push","commitsCount":0,"pusher":{"login":"spcyppt","name":"Supadchaya","path":"/spcyppt","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/138070207?s=80&v=4"},"commit":{"message":"MX4 quantization\n\nSummary:\nImplement MX4 quantization-dequantization ops\n\nUsage:\n**Quantization:**\n```\nquantized_output = torch.ops.fbgemm.quantize_mx_cuda(\n            A,\n            split_sizes,\n            scale_bits=8,\n            ebits=2,\n            mbits=3,\n            max_norm=6.0f,\n            mx_group_size=32,\n        )\n```\nwhere \n`A` is 1-D input tensor and\n`split_sizes` is list of int containing number of elements in each rank e.g., `split_sizes = [1024, 2048]` for 2 ranks. Note that each value needs to be a multiple of `group size`.\nThe output is ensured to be 16-byte aligned. Anything less than 16 bytes is padded to make 16 bytes.\nGiven that the `group_size` is 32, for the best performance, the value should be a multiple of 32 x 16 = 512. \n\n**Dequantization:**\n```\ndequanted_output = torch.ops.fbgemm.dequantize_mx_cuda(\n            quantized_output,\n            split_sizes,\n            mx_group_size=32,\n        )\n```\n\nReviewed By: sryap\n\nDifferential Revision: D57145102","shortMessageHtmlLink":"MX4 quantization"}},{"before":null,"after":"b5908b8f9f5d276a2d7cd243fb102bb51c99ee5e","ref":"refs/heads/export-D57145102","pushedAt":"2024-06-01T00:22:37.000Z","pushType":"branch_creation","commitsCount":0,"pusher":{"login":"facebook-github-bot","name":"Facebook Community Bot","path":"/facebook-github-bot","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/6422482?s=80&v=4"},"commit":{"message":"MX4 quantization\n\nSummary:\nImplement MX4 quantization-dequantization ops\n\nUsage:\n**Quantization:**\n```\nquantized_output = torch.ops.fbgemm.quantize_mx_cuda(\n            A,\n            split_sizes,\n            scale_bits=8,\n            ebits=2,\n            mbits=3,\n            max_norm=6.0f,\n            mx_group_size=32,\n        )\n```\nwhere \n`A` is 1-D input tensor and\n`split_sizes` is list of int containing number of elements in each rank e.g., `split_sizes = [1024, 2048]` for 2 ranks. Note that each value needs to be a multiple of `group size`.\nThe output is ensured to be 16-byte aligned. Anything less than 16 bytes is padded to make 16 bytes.\nGiven that the `group_size` is 32, for the best performance, the value should be a multiple of 32 x 16 = 512. \n\n**Dequantization:**\n```\ndequanted_output = torch.ops.fbgemm.dequantize_mx_cuda(\n            quantized_output,\n            split_sizes,\n            mx_group_size=32,\n        )\n```\n\nReviewed By: sryap\n\nDifferential Revision: D57145102","shortMessageHtmlLink":"MX4 quantization"}},{"before":"44a64522d08735d68af909f84dac01a53953afb2","after":"7658e916eb436599e9f41e8fe33517b659a3294d","ref":"refs/heads/gh-pages","pushedAt":"2024-06-01T00:06:31.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"github-actions[bot]","name":null,"path":"/apps/github-actions","primaryAvatarUrl":"https://avatars.githubusercontent.com/in/15368?s=80&v=4"},"commit":{"message":"Deploying to gh-pages from @ pytorch/FBGEMM@da429f93f9d47631cfd21266244196a04fc903f0 🚀","shortMessageHtmlLink":"Deploying to gh-pages from @ <a class=\"commit-link\" data-hovercard-type=\"commit\" data-hovercard-url=\"https://github.com/pytorch/FBGEMM/commit/da429f93f9d47631cfd21266244196a04fc903f0/hovercard\" href=\"https://github.com/pytorch/FBGEMM/commit/da429f93f9d47631cfd21266244196a04fc903f0\"><tt>da429f9</tt></a> 🚀"}},{"before":"eec1516e8cef4aa7d70ee252dda7a8ba69ab807b","after":"da429f93f9d47631cfd21266244196a04fc903f0","ref":"refs/heads/main","pushedAt":"2024-05-31T23:57:04.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"facebook-github-bot","name":"Facebook Community Bot","path":"/facebook-github-bot","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/6422482?s=80&v=4"},"commit":{"message":"Improve Int4 Quantization and Fix Groupwise Scaling\n\nSummary: Replaces int4 quantization function with a more accurate one (copied from tinygemm) and uses proper column major layout for cutlass scales and zero points.\n\nReviewed By: jianyuh, jiawenliu64\n\nDifferential Revision: D57937587\n\nfbshipit-source-id: ca4190241638790808ed837918bfcbb5e4f09721","shortMessageHtmlLink":"Improve Int4 Quantization and Fix Groupwise Scaling"}},{"before":"c7717dfc7746349fc44c89686155aff6836037dd","after":"44a64522d08735d68af909f84dac01a53953afb2","ref":"refs/heads/gh-pages","pushedAt":"2024-05-31T21:54:13.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"github-actions[bot]","name":null,"path":"/apps/github-actions","primaryAvatarUrl":"https://avatars.githubusercontent.com/in/15368?s=80&v=4"},"commit":{"message":"Deploying to gh-pages from @ pytorch/FBGEMM@eec1516e8cef4aa7d70ee252dda7a8ba69ab807b 🚀","shortMessageHtmlLink":"Deploying to gh-pages from @ <a class=\"commit-link\" data-hovercard-type=\"commit\" data-hovercard-url=\"https://github.com/pytorch/FBGEMM/commit/eec1516e8cef4aa7d70ee252dda7a8ba69ab807b/hovercard\" href=\"https://github.com/pytorch/FBGEMM/commit/eec1516e8cef4aa7d70ee252dda7a8ba69ab807b\"><tt>eec1516</tt></a> 🚀"}},{"before":"65462466920b2e5d0bac3d8f8a3ea72d4473c569","after":"eec1516e8cef4aa7d70ee252dda7a8ba69ab807b","ref":"refs/heads/main","pushedAt":"2024-05-31T21:44:51.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"facebook-github-bot","name":"Facebook Community Bot","path":"/facebook-github-bot","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/6422482?s=80&v=4"},"commit":{"message":"add more loggings for SSD TBE (#2657)\n\nSummary:\nPull Request resolved: https://github.com/pytorch/FBGEMM/pull/2657\n\nPrint weights precision, output dtype and SSD directory.\n\nReviewed By: sryap\n\nDifferential Revision: D57995128\n\nfbshipit-source-id: 3deb1f2bb315e5521c5956b152cf4231f57090c2","shortMessageHtmlLink":"add more loggings for SSD TBE (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2328563264\" data-permission-text=\"Title is private\" data-url=\"https://github.com/pytorch/FBGEMM/issues/2657\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/pytorch/FBGEMM/pull/2657/hovercard\" href=\"https://github.com/pytorch/FBGEMM/pull/2657\">#2657</a>)"}},{"before":"fa8e6c639540cd5a9a1057f697e66fecf3797f64","after":"c7717dfc7746349fc44c89686155aff6836037dd","ref":"refs/heads/gh-pages","pushedAt":"2024-05-31T21:28:35.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"github-actions[bot]","name":null,"path":"/apps/github-actions","primaryAvatarUrl":"https://avatars.githubusercontent.com/in/15368?s=80&v=4"},"commit":{"message":"Deploying to gh-pages from @ pytorch/FBGEMM@65462466920b2e5d0bac3d8f8a3ea72d4473c569 🚀","shortMessageHtmlLink":"Deploying to gh-pages from @ <a class=\"commit-link\" data-hovercard-type=\"commit\" data-hovercard-url=\"https://github.com/pytorch/FBGEMM/commit/65462466920b2e5d0bac3d8f8a3ea72d4473c569/hovercard\" href=\"https://github.com/pytorch/FBGEMM/commit/65462466920b2e5d0bac3d8f8a3ea72d4473c569\"><tt>6546246</tt></a> 🚀"}},{"before":"8f135631b6f59a20faf856ba207bf6a4cdb62ecc","after":"65462466920b2e5d0bac3d8f8a3ea72d4473c569","ref":"refs/heads/main","pushedAt":"2024-05-31T21:19:02.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"facebook-github-bot","name":"Facebook Community Bot","path":"/facebook-github-bot","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/6422482?s=80&v=4"},"commit":{"message":"Move SSD unit test into test/tbe/ssd (#2647)\n\nSummary:\nPull Request resolved: https://github.com/pytorch/FBGEMM/pull/2647\n\nThis diff moves `test/ssd_split_table_batched_embeddings_test.py` into\n`test/tbe/ssd`.  This is to include SSD unit tests in\n`buck2 targets //deeplearning/fbgemm/fbgemm_gpu/test/tbe/...`\n\nReviewed By: spcyppt\n\nDifferential Revision: D57987165\n\nfbshipit-source-id: 8f6aa11c3fbb70120f96b431c35a0faf2b5d4b11","shortMessageHtmlLink":"Move SSD unit test into test/tbe/ssd (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2326562589\" data-permission-text=\"Title is private\" data-url=\"https://github.com/pytorch/FBGEMM/issues/2647\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/pytorch/FBGEMM/pull/2647/hovercard\" href=\"https://github.com/pytorch/FBGEMM/pull/2647\">#2647</a>)"}},{"before":"0b711c1462daae3c44b3c34f9b27df7bceefe1db","after":"fa8e6c639540cd5a9a1057f697e66fecf3797f64","ref":"refs/heads/gh-pages","pushedAt":"2024-05-31T20:13:52.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"github-actions[bot]","name":null,"path":"/apps/github-actions","primaryAvatarUrl":"https://avatars.githubusercontent.com/in/15368?s=80&v=4"},"commit":{"message":"Deploying to gh-pages from @ pytorch/FBGEMM@8f135631b6f59a20faf856ba207bf6a4cdb62ecc 🚀","shortMessageHtmlLink":"Deploying to gh-pages from @ <a class=\"commit-link\" data-hovercard-type=\"commit\" data-hovercard-url=\"https://github.com/pytorch/FBGEMM/commit/8f135631b6f59a20faf856ba207bf6a4cdb62ecc/hovercard\" href=\"https://github.com/pytorch/FBGEMM/commit/8f135631b6f59a20faf856ba207bf6a4cdb62ecc\"><tt>8f13563</tt></a> 🚀"}},{"before":"0fad083cb9b6665c4df661421061f1564c8d0faf","after":"8f135631b6f59a20faf856ba207bf6a4cdb62ecc","ref":"refs/heads/main","pushedAt":"2024-05-31T20:04:14.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"facebook-github-bot","name":"Facebook Community Bot","path":"/facebook-github-bot","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/6422482?s=80&v=4"},"commit":{"message":"Fix template for embedding backward meta fns (#2652)\n\nSummary:\nPull Request resolved: https://github.com/pytorch/FBGEMM/pull/2652\n\nMeta functions codegen generated wrong op naming.\nIt must be in sync with original functions:\n`fbgemm/fbgemm_gpu/codegen/training/backward/embedding_backward_split_template.cu`\n\ncuda version was:\n`split_embedding_backward_codegen_sgd_unweighted_vbe_exact_cuda`\nwhile meta was:\n`split_embedding_backward_codegen_sgd_unweighted_exact_vbe_cuda`\n\nAligning name template with `fbgemm/fbgemm_gpu/codegen/training/backward/embedding_backward_split_template.cu`:\n\nhttps://www.internalfb.com/code/fbsource/[d02da2adc93f]/fbcode/deeplearning/fbgemm/fbgemm_gpu/codegen/training/backward/embedding_backward_split_template.cu?lines=1201-1205\n\nReviewed By: williamwen42\n\nDifferential Revision: D58014657\n\nfbshipit-source-id: e21a4eaff5a3beb835f7dfbf3379283e8535afca","shortMessageHtmlLink":"Fix template for embedding backward meta fns (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2327882020\" data-permission-text=\"Title is private\" data-url=\"https://github.com/pytorch/FBGEMM/issues/2652\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/pytorch/FBGEMM/pull/2652/hovercard\" href=\"https://github.com/pytorch/FBGEMM/pull/2652\">#2652</a>)"}},{"before":"a05b279896098a484aa4e5bfa79154f206dd6f7e","after":"0b711c1462daae3c44b3c34f9b27df7bceefe1db","ref":"refs/heads/gh-pages","pushedAt":"2024-05-31T18:35:23.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"github-actions[bot]","name":null,"path":"/apps/github-actions","primaryAvatarUrl":"https://avatars.githubusercontent.com/in/15368?s=80&v=4"},"commit":{"message":"Deploying to gh-pages from @ pytorch/FBGEMM@0fad083cb9b6665c4df661421061f1564c8d0faf 🚀","shortMessageHtmlLink":"Deploying to gh-pages from @ <a class=\"commit-link\" data-hovercard-type=\"commit\" data-hovercard-url=\"https://github.com/pytorch/FBGEMM/commit/0fad083cb9b6665c4df661421061f1564c8d0faf/hovercard\" href=\"https://github.com/pytorch/FBGEMM/commit/0fad083cb9b6665c4df661421061f1564c8d0faf\"><tt>0fad083</tt></a> 🚀"}},{"before":"5e6c4877add663da1c3968863e81c81abd24e9f7","after":"0fad083cb9b6665c4df661421061f1564c8d0faf","ref":"refs/heads/main","pushedAt":"2024-05-31T18:25:26.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"facebook-github-bot","name":"Facebook Community Bot","path":"/facebook-github-bot","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/6422482?s=80&v=4"},"commit":{"message":"Work around masked_select for numel > MAX_INT (#2648)\n\nSummary:\nPull Request resolved: https://github.com/pytorch/FBGEMM/pull/2648\n\nPyTorch's GPU `masked_select` does not support an input tensor that\nhas numel > MAX_INT.  This diff works around this issue by using CPU\n`masked_select` instead.  Note that this is just a temporary solution.\n\nReviewed By: henrylhtsang\n\nDifferential Revision: D57594252\n\nfbshipit-source-id: e62766e31a8ba04c628d632917e38a64bc23bf34","shortMessageHtmlLink":"Work around masked_select for numel &gt; MAX_INT (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2326567383\" data-permission-text=\"Title is private\" data-url=\"https://github.com/pytorch/FBGEMM/issues/2648\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/pytorch/FBGEMM/pull/2648/hovercard\" href=\"https://github.com/pytorch/FBGEMM/pull/2648\">#2648</a>)"}},{"before":null,"after":"267a9bdcacba6c6a49cc5942d8732074dbb0105c","ref":"refs/heads/export-D58018437","pushedAt":"2024-05-31T16:25:07.000Z","pushType":"branch_creation","commitsCount":0,"pusher":{"login":"facebook-github-bot","name":"Facebook Community Bot","path":"/facebook-github-bot","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/6422482?s=80&v=4"},"commit":{"message":"Suppress a false positive from Pyre\n\nSummary: The types are all Any, but the arity here is wrong so Pyre complains.\n\nReviewed By: grievejia\n\nDifferential Revision: D58018437","shortMessageHtmlLink":"Suppress a false positive from Pyre"}},{"before":"6a26fe0bd064d9718c9b8ce79b818fc24e600f8a","after":"a05b279896098a484aa4e5bfa79154f206dd6f7e","ref":"refs/heads/gh-pages","pushedAt":"2024-05-31T16:09:57.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"github-actions[bot]","name":null,"path":"/apps/github-actions","primaryAvatarUrl":"https://avatars.githubusercontent.com/in/15368?s=80&v=4"},"commit":{"message":"Deploying to gh-pages from @ pytorch/FBGEMM@5e6c4877add663da1c3968863e81c81abd24e9f7 🚀","shortMessageHtmlLink":"Deploying to gh-pages from @ <a class=\"commit-link\" data-hovercard-type=\"commit\" data-hovercard-url=\"https://github.com/pytorch/FBGEMM/commit/5e6c4877add663da1c3968863e81c81abd24e9f7/hovercard\" href=\"https://github.com/pytorch/FBGEMM/commit/5e6c4877add663da1c3968863e81c81abd24e9f7\"><tt>5e6c487</tt></a> 🚀"}},{"before":"cdccc7bcf894583258fc99c68cd71c997bb080d4","after":"5e6c4877add663da1c3968863e81c81abd24e9f7","ref":"refs/heads/main","pushedAt":"2024-05-31T16:00:08.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"facebook-github-bot","name":"Facebook Community Bot","path":"/facebook-github-bot","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/6422482?s=80&v=4"},"commit":{"message":"Create an abstract class for EmbeddingKVDB (#2642)\n\nSummary:\nPull Request resolved: https://github.com/pytorch/FBGEMM/pull/2642\n\nThis diff adds a base class called `EmbeddingKVDB` for TBE's key-value\ndatabase extension.  For more details about the interface, please see\nhttps://fburl.com/gdoc/e3q3jans\n\nReviewed By: henrylhtsang\n\nDifferential Revision: D56652728\n\nfbshipit-source-id: cd57cae1f47e13af716c41461d350b67d7b65d36","shortMessageHtmlLink":"Create an abstract class for EmbeddingKVDB (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2324362422\" data-permission-text=\"Title is private\" data-url=\"https://github.com/pytorch/FBGEMM/issues/2642\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/pytorch/FBGEMM/pull/2642/hovercard\" href=\"https://github.com/pytorch/FBGEMM/pull/2642\">#2642</a>)"}},{"before":"3389b9df60203d89f42714e163f9a12ca0973a08","after":"0c01a94f73e186451046089a3760dc9be31dc33f","ref":"refs/heads/nightly","pushedAt":"2024-05-31T11:35:05.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"pytorchbot","name":null,"path":"/pytorchbot","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/21957446?s=80&v=4"},"commit":{"message":"2024-05-31 nightly release (cdccc7bcf894583258fc99c68cd71c997bb080d4)","shortMessageHtmlLink":"2024-05-31 nightly release (<a class=\"commit-link\" data-hovercard-type=\"commit\" data-hovercard-url=\"https://github.com/pytorch/FBGEMM/commit/cdccc7bcf894583258fc99c68cd71c997bb080d4/hovercard\" href=\"https://github.com/pytorch/FBGEMM/commit/cdccc7bcf894583258fc99c68cd71c997bb080d4\"><tt>cdccc7b</tt></a>)"}},{"before":"fe024ef0f8bce8311afd3c3fdc1dce1b7580824a","after":"6a26fe0bd064d9718c9b8ce79b818fc24e600f8a","ref":"refs/heads/gh-pages","pushedAt":"2024-05-31T06:19:52.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"github-actions[bot]","name":null,"path":"/apps/github-actions","primaryAvatarUrl":"https://avatars.githubusercontent.com/in/15368?s=80&v=4"},"commit":{"message":"Deploying to gh-pages from @ pytorch/FBGEMM@cdccc7bcf894583258fc99c68cd71c997bb080d4 🚀","shortMessageHtmlLink":"Deploying to gh-pages from @ <a class=\"commit-link\" data-hovercard-type=\"commit\" data-hovercard-url=\"https://github.com/pytorch/FBGEMM/commit/cdccc7bcf894583258fc99c68cd71c997bb080d4/hovercard\" href=\"https://github.com/pytorch/FBGEMM/commit/cdccc7bcf894583258fc99c68cd71c997bb080d4\"><tt>cdccc7b</tt></a> 🚀"}},{"before":"5f9f87758f3d05a7f37c74d6aee1bc03399193ff","after":"cdccc7bcf894583258fc99c68cd71c997bb080d4","ref":"refs/heads/main","pushedAt":"2024-05-31T06:09:56.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"facebook-github-bot","name":"Facebook Community Bot","path":"/facebook-github-bot","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/6422482?s=80&v=4"},"commit":{"message":"Add feature table map support (#2640)\n\nSummary:\nPull Request resolved: https://github.com/pytorch/FBGEMM/pull/2640\n\nThis diff adds feature table map support in SSD TBE.  Changes include:\n\n- Use `_apply_split` to allocate `weights` and `momentum1`\n- Update SSD TBE unit tests to validate the feature table map usecases\n- Update SSD TBE kernels to not access `uvm_weights` to prevent\n  illegal memory access\n\nReviewed By: henrylhtsang\n\nDifferential Revision: D56619465\n\nfbshipit-source-id: 95ac3c040c94c3b2d215b7bb690b3b30af844f56","shortMessageHtmlLink":"Add feature table map support (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2324320139\" data-permission-text=\"Title is private\" data-url=\"https://github.com/pytorch/FBGEMM/issues/2640\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/pytorch/FBGEMM/pull/2640/hovercard\" href=\"https://github.com/pytorch/FBGEMM/pull/2640\">#2640</a>)"}},{"before":"2abd7f2f8912701af261956bcaf98ca93e1a0d04","after":"fe024ef0f8bce8311afd3c3fdc1dce1b7580824a","ref":"refs/heads/gh-pages","pushedAt":"2024-05-31T05:23:56.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"github-actions[bot]","name":null,"path":"/apps/github-actions","primaryAvatarUrl":"https://avatars.githubusercontent.com/in/15368?s=80&v=4"},"commit":{"message":"Deploying to gh-pages from @ pytorch/FBGEMM@5f9f87758f3d05a7f37c74d6aee1bc03399193ff 🚀","shortMessageHtmlLink":"Deploying to gh-pages from @ <a class=\"commit-link\" data-hovercard-type=\"commit\" data-hovercard-url=\"https://github.com/pytorch/FBGEMM/commit/5f9f87758f3d05a7f37c74d6aee1bc03399193ff/hovercard\" href=\"https://github.com/pytorch/FBGEMM/commit/5f9f87758f3d05a7f37c74d6aee1bc03399193ff\"><tt>5f9f877</tt></a> 🚀"}},{"before":"8819504a1294a2165652e30edb4d802dfbe989e2","after":"5f9f87758f3d05a7f37c74d6aee1bc03399193ff","ref":"refs/heads/main","pushedAt":"2024-05-31T05:14:36.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"facebook-github-bot","name":"Facebook Community Bot","path":"/facebook-github-bot","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/6422482?s=80&v=4"},"commit":{"message":"Add FP16 weight and output support (#2638)\n\nSummary:\nPull Request resolved: https://github.com/pytorch/FBGEMM/pull/2638\n\nThis diff adds FP16 weight and output type support in SSD TBE.\nChanges include:\n\n- Add `weights_precision` and `output_dtype` options in\n  `SSDTableBatchedEmbeddingBags`\n- Update SSD `Initializer` to support FP16 weight\n- Update SSD TBE unit tests to validate FP16 weight and output\n\nReviewed By: henrylhtsang\n\nDifferential Revision: D56578193\n\nfbshipit-source-id: 902c04503e076aa453e6afbfdc12634c63c7bb8b","shortMessageHtmlLink":"Add FP16 weight and output support (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2324177764\" data-permission-text=\"Title is private\" data-url=\"https://github.com/pytorch/FBGEMM/issues/2638\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/pytorch/FBGEMM/pull/2638/hovercard\" href=\"https://github.com/pytorch/FBGEMM/pull/2638\">#2638</a>)"}},{"before":"b9605cc77af575d9ac4c0af17f9905bec172be35","after":"2abd7f2f8912701af261956bcaf98ca93e1a0d04","ref":"refs/heads/gh-pages","pushedAt":"2024-05-31T02:20:40.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"github-actions[bot]","name":null,"path":"/apps/github-actions","primaryAvatarUrl":"https://avatars.githubusercontent.com/in/15368?s=80&v=4"},"commit":{"message":"Deploying to gh-pages from @ pytorch/FBGEMM@8819504a1294a2165652e30edb4d802dfbe989e2 🚀","shortMessageHtmlLink":"Deploying to gh-pages from @ <a class=\"commit-link\" data-hovercard-type=\"commit\" data-hovercard-url=\"https://github.com/pytorch/FBGEMM/commit/8819504a1294a2165652e30edb4d802dfbe989e2/hovercard\" href=\"https://github.com/pytorch/FBGEMM/commit/8819504a1294a2165652e30edb4d802dfbe989e2\"><tt>8819504</tt></a> 🚀"}},{"before":"46f02c36aa056088c526e9c3a7ba1179686a87ba","after":"8819504a1294a2165652e30edb4d802dfbe989e2","ref":"refs/heads/main","pushedAt":"2024-05-31T02:10:54.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"facebook-github-bot","name":"Facebook Community Bot","path":"/facebook-github-bot","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/6422482?s=80&v=4"},"commit":{"message":"Fix SSD TBE backend (#2645)\n\nSummary:\nPull Request resolved: https://github.com/pytorch/FBGEMM/pull/2645\n\nFix errors introduced by D57017981\n\nReviewed By: q10\n\nDifferential Revision: D57983863\n\nfbshipit-source-id: bbab9451661c836ae865c8b056db380368e8ec76","shortMessageHtmlLink":"Fix SSD TBE backend (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2326507017\" data-permission-text=\"Title is private\" data-url=\"https://github.com/pytorch/FBGEMM/issues/2645\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/pytorch/FBGEMM/pull/2645/hovercard\" href=\"https://github.com/pytorch/FBGEMM/pull/2645\">#2645</a>)"}},{"before":"fd2555e087cc981d668e2877db02b99952d45201","after":"b9605cc77af575d9ac4c0af17f9905bec172be35","ref":"refs/heads/gh-pages","pushedAt":"2024-05-31T00:28:44.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"github-actions[bot]","name":null,"path":"/apps/github-actions","primaryAvatarUrl":"https://avatars.githubusercontent.com/in/15368?s=80&v=4"},"commit":{"message":"Deploying to gh-pages from @ pytorch/FBGEMM@46f02c36aa056088c526e9c3a7ba1179686a87ba 🚀","shortMessageHtmlLink":"Deploying to gh-pages from @ <a class=\"commit-link\" data-hovercard-type=\"commit\" data-hovercard-url=\"https://github.com/pytorch/FBGEMM/commit/46f02c36aa056088c526e9c3a7ba1179686a87ba/hovercard\" href=\"https://github.com/pytorch/FBGEMM/commit/46f02c36aa056088c526e9c3a7ba1179686a87ba\"><tt>46f02c3</tt></a> 🚀"}},{"before":"3a502833b97e5c6e50a56d4b04810a3bd952904e","after":"46f02c36aa056088c526e9c3a7ba1179686a87ba","ref":"refs/heads/main","pushedAt":"2024-05-31T00:18:29.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"facebook-github-bot","name":"Facebook Community Bot","path":"/facebook-github-bot","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/6422482?s=80&v=4"},"commit":{"message":"update cmake for dense TBE VBE support (#2641)\n\nSummary:\nPull Request resolved: https://github.com/pytorch/FBGEMM/pull/2641\n\nfollow up to https://github.com/pytorch/FBGEMM/pull/2620\n\nReviewed By: sryap\n\nDifferential Revision: D57938517\n\nfbshipit-source-id: e6f9bf0f775e044ebe3518aa78ed9902bb0ce9b9","shortMessageHtmlLink":"update cmake for dense TBE VBE support (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"2324359433\" data-permission-text=\"Title is private\" data-url=\"https://github.com/pytorch/FBGEMM/issues/2641\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/pytorch/FBGEMM/pull/2641/hovercard\" href=\"https://github.com/pytorch/FBGEMM/pull/2641\">#2641</a>)"}},{"before":"0ac0897a2623908c97061358c3b91900b15ec96a","after":"fd2555e087cc981d668e2877db02b99952d45201","ref":"refs/heads/gh-pages","pushedAt":"2024-05-30T22:31:06.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"github-actions[bot]","name":null,"path":"/apps/github-actions","primaryAvatarUrl":"https://avatars.githubusercontent.com/in/15368?s=80&v=4"},"commit":{"message":"Deploying to gh-pages from @ pytorch/FBGEMM@3a502833b97e5c6e50a56d4b04810a3bd952904e 🚀","shortMessageHtmlLink":"Deploying to gh-pages from @ <a class=\"commit-link\" data-hovercard-type=\"commit\" data-hovercard-url=\"https://github.com/pytorch/FBGEMM/commit/3a502833b97e5c6e50a56d4b04810a3bd952904e/hovercard\" href=\"https://github.com/pytorch/FBGEMM/commit/3a502833b97e5c6e50a56d4b04810a3bd952904e\"><tt>3a50283</tt></a> 🚀"}}],"hasNextPage":true,"hasPreviousPage":false,"activityType":"all","actor":null,"timePeriod":"all","sort":"DESC","perPage":30,"cursor":"djE6ks8AAAAEWdXu2gA","startCursor":null,"endCursor":null}},"title":"Activity · pytorch/FBGEMM"}