{"users":[{"id":211,"username":"albanD","name":"Alban D","avatar_template":"/user_avatar/discuss.pytorch.org/alband/{size}/215_2.png","admin":true,"moderator":true,"trust_level":4},{"id":60341,"username":"buddit","name":"","avatar_template":"/letter_avatar_proxy/v4/letter/b/4bbf92/{size}.png","trust_level":0},{"id":59834,"username":"Saswat","name":"SASWAT SUBHAJYOTI MALLICK","avatar_template":"/user_avatar/discuss.pytorch.org/saswat/{size}/49862_2.png","trust_level":1},{"id":189,"username":"ngimel","name":"ngimel","avatar_template":"/user_avatar/discuss.pytorch.org/ngimel/{size}/14766_2.png","trust_level":2},{"id":86922,"username":"lakshayg","name":null,"avatar_template":"/user_avatar/discuss.pytorch.org/lakshayg/{size}/79106_2.png","trust_level":1},{"id":86227,"username":"gimal","name":"","avatar_template":"/user_avatar/discuss.pytorch.org/gimal/{size}/78480_2.png","trust_level":1},{"id":3534,"username":"ptrblck","name":"","avatar_template":"/user_avatar/discuss.pytorch.org/ptrblck/{size}/1823_2.png","admin":true,"moderator":true,"trust_level":2},{"id":61761,"username":"JSLJ23","name":"Joshua Soon","avatar_template":"/user_avatar/discuss.pytorch.org/jslj23/{size}/55652_2.png","trust_level":0},{"id":85216,"username":"jvwilliams23","name":"Josh Williams","avatar_template":"/user_avatar/discuss.pytorch.org/jvwilliams23/{size}/77771_2.png","trust_level":1},{"id":66240,"username":"bartley","name":"Brendan","avatar_template":"/user_avatar/discuss.pytorch.org/bartley/{size}/60569_2.png","trust_level":1},{"id":84946,"username":"nanachiy","name":"jimmy page","avatar_template":"/user_avatar/discuss.pytorch.org/nanachiy/{size}/77588_2.png","trust_level":0},{"id":84865,"username":"Hamza_Javaid","name":"Hamza Javaid","avatar_template":"/user_avatar/discuss.pytorch.org/hamza_javaid/{size}/77517_2.png","trust_level":2},{"id":80716,"username":"WindowsXp","name":"","avatar_template":"/user_avatar/discuss.pytorch.org/windowsxp/{size}/73794_2.png","trust_level":1},{"id":84585,"username":"Programer_Salar","name":"Programer Salar","avatar_template":"/user_avatar/discuss.pytorch.org/programer_salar/{size}/77269_2.png","trust_level":1},{"id":84829,"username":"Zoe_Zhao","name":"Zoe Zhao","avatar_template":"/user_avatar/discuss.pytorch.org/zoe_zhao/{size}/78238_2.png","trust_level":1},{"id":68886,"username":"ximen0806449","name":"Zhong, Zi-Heng","avatar_template":"/user_avatar/discuss.pytorch.org/ximen0806449/{size}/63366_2.png","trust_level":1},{"id":47306,"username":"rkd1137","name":"","avatar_template":"/user_avatar/discuss.pytorch.org/rkd1137/{size}/61769_2.png","trust_level":1},{"id":19553,"username":"anantguptadbl","name":"Anant Gupta","avatar_template":"/user_avatar/discuss.pytorch.org/anantguptadbl/{size}/17784_2.png","trust_level":2},{"id":84077,"username":"python","name":null,"avatar_template":"/letter_avatar_proxy/v4/letter/p/ee7513/{size}.png","trust_level":1},{"id":84145,"username":"bensonbbn","name":null,"avatar_template":"/letter_avatar_proxy/v4/letter/b/f475e1/{size}.png","trust_level":0},{"id":82146,"username":"henryald","name":"","avatar_template":"/letter_avatar_proxy/v4/letter/h/838e76/{size}.png","trust_level":1},{"id":83555,"username":"neoncube","name":null,"avatar_template":"/user_avatar/discuss.pytorch.org/neoncube/{size}/76417_2.png","trust_level":1},{"id":83368,"username":"PhysicsGaunt","name":"PG","avatar_template":"/user_avatar/discuss.pytorch.org/physicsgaunt/{size}/76252_2.png","trust_level":1},{"id":83420,"username":"Chinggam26","name":"Chinggam26","avatar_template":"/user_avatar/discuss.pytorch.org/chinggam26/{size}/76290_2.png","trust_level":1},{"id":75981,"username":"Geremia","name":"Geremia","avatar_template":"/user_avatar/discuss.pytorch.org/geremia/{size}/70165_2.png","trust_level":2},{"id":82790,"username":"aag","name":"","avatar_template":"/letter_avatar_proxy/v4/letter/a/b5e925/{size}.png","trust_level":1},{"id":81939,"username":"shwgao","name":"Shouwei Gao","avatar_template":"/user_avatar/discuss.pytorch.org/shwgao/{size}/74962_2.png","trust_level":1},{"id":51431,"username":"mmitjans","name":"Marc","avatar_template":"/letter_avatar_proxy/v4/letter/m/51bf81/{size}.png","trust_level":1},{"id":81453,"username":"Santiago_Castellano","name":"Santiago Castellano","avatar_template":"/user_avatar/discuss.pytorch.org/santiago_castellano/{size}/73451_2.png","trust_level":0},{"id":53070,"username":"Jackmin801","name":"Jackmin801","avatar_template":"/user_avatar/discuss.pytorch.org/jackmin801/{size}/46475_2.png","trust_level":1},{"id":2544,"username":"blackberry","name":"Blackberry","avatar_template":"/letter_avatar_proxy/v4/letter/b/ecd19e/{size}.png","trust_level":2},{"id":35018,"username":"Pietro_Cicalese","name":"Pietro Cicalese","avatar_template":"/user_avatar/discuss.pytorch.org/pietro_cicalese/{size}/27365_2.png","trust_level":2},{"id":61379,"username":"Amro_kamal","name":"Amro kamal","avatar_template":"/user_avatar/discuss.pytorch.org/amro_kamal/{size}/45074_2.png","trust_level":1},{"id":80132,"username":"Sidney_Bassett","name":"Sidney Bassett","avatar_template":"/user_avatar/discuss.pytorch.org/sidney_bassett/{size}/72644_2.png","trust_level":1},{"id":78742,"username":"Abhyuday98","name":"Abhyuday Samadder","avatar_template":"/user_avatar/discuss.pytorch.org/abhyuday98/{size}/72589_2.png","trust_level":1},{"id":78317,"username":"anguswang","name":"Angus Wang","avatar_template":"/letter_avatar_proxy/v4/letter/a/c37758/{size}.png","trust_level":1},{"id":21967,"username":"Konsthr","name":"Konstantin","avatar_template":"/user_avatar/discuss.pytorch.org/konsthr/{size}/15388_2.png","trust_level":1},{"id":75724,"username":"Bar_Dubovski","name":"Bar Dubovski","avatar_template":"/user_avatar/discuss.pytorch.org/bar_dubovski/{size}/69945_2.png","trust_level":1},{"id":68149,"username":"Soumya_Kundu","name":"Soumya Snigdha Kundu","avatar_template":"/user_avatar/discuss.pytorch.org/soumya_kundu/{size}/71716_2.png","trust_level":2},{"id":77954,"username":"OEtzi007","name":"","avatar_template":"/letter_avatar_proxy/v4/letter/o/e36b37/{size}.png","trust_level":0},{"id":77740,"username":"steinraf1","name":"","avatar_template":"/user_avatar/discuss.pytorch.org/steinraf1/{size}/71723_2.png","trust_level":0},{"id":49176,"username":"Yash_Jakhotiya","name":"Yash Jakhotiya","avatar_template":"/user_avatar/discuss.pytorch.org/yash_jakhotiya/{size}/42355_2.png","trust_level":1},{"id":77609,"username":"peterukk","name":"Peter Ukkonen","avatar_template":"/user_avatar/discuss.pytorch.org/peterukk/{size}/71602_2.png","trust_level":1},{"id":1,"username":"smth","name":"","avatar_template":"/user_avatar/discuss.pytorch.org/smth/{size}/13_2.png","admin":true,"moderator":true,"trust_level":2},{"id":9081,"username":"JuanFMontesinos","name":"Juan Montesinos","avatar_template":"/user_avatar/discuss.pytorch.org/juanfmontesinos/{size}/76115_2.png","trust_level":2},{"id":33800,"username":"111357","name":"Fisher","avatar_template":"/letter_avatar_proxy/v4/letter/1/74df32/{size}.png","trust_level":2},{"id":45982,"username":"alexp","name":"Alex Pasquali","avatar_template":"/user_avatar/discuss.pytorch.org/alexp/{size}/39003_2.png","trust_level":1},{"id":4258,"username":"matham","name":"","avatar_template":"/letter_avatar_proxy/v4/letter/m/bcef8e/{size}.png","trust_level":1}],"primary_groups":[],"flair_groups":[],"topic_list":{"can_create_topic":false,"more_topics_url":"/c/memory-format/23?page=1","per_page":30,"topics":[{"fancy_title":"About the Memory Format category","id":73663,"title":"About the Memory Format category","slug":"about-the-memory-format-category","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":null,"created_at":"2020-03-18T17:32:35.898Z","last_posted_at":null,"bumped":true,"bumped_at":"2020-03-18T17:32:35.899Z","archetype":"regular","unseen":false,"pinned":true,"unpinned":null,"excerpt":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":1628,"like_count":0,"has_summary":false,"last_poster_username":"albanD","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":211,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Cuda Memory Use Batched Matrix Multiplication","id":164131,"title":"Cuda Memory Use Batched Matrix Multiplication","slug":"cuda-memory-use-batched-matrix-multiplication","posts_count":8,"reply_count":4,"highest_post_number":8,"image_url":null,"created_at":"2022-10-22T01:34:18.234Z","last_posted_at":"2026-02-11T22:45:42.383Z","bumped":true,"bumped_at":"2026-02-11T22:45:42.383Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":2058,"like_count":0,"has_summary":false,"last_poster_username":"lakshayg","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":60341,"primary_group_id":null,"flair_group_id":null},{"extras":null,"description":"Frequent Poster","user_id":59834,"primary_group_id":null,"flair_group_id":null},{"extras":null,"description":"Frequent Poster","user_id":189,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster","user_id":86922,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Sparse bmm cause CUDA misaligned address error","id":223661,"title":"Sparse bmm cause CUDA misaligned address error","slug":"sparse-bmm-cause-cuda-misaligned-address-error","posts_count":3,"reply_count":0,"highest_post_number":3,"image_url":null,"created_at":"2025-10-21T13:14:00.670Z","last_posted_at":"2025-10-23T20:17:11.434Z","bumped":true,"bumped_at":"2025-10-23T20:17:11.434Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":94,"like_count":0,"has_summary":false,"last_poster_username":"gimal","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest","description":"Original Poster, Most Recent Poster","user_id":86227,"primary_group_id":null,"flair_group_id":null},{"extras":null,"description":"Frequent Poster","user_id":3534,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Free all GPU memory used in between runs","id":168202,"title":"Free all GPU memory used in between runs","slug":"free-all-gpu-memory-used-in-between-runs","posts_count":5,"reply_count":3,"highest_post_number":5,"image_url":null,"created_at":"2022-12-13T03:56:47.326Z","last_posted_at":"2025-08-18T09:16:50.231Z","bumped":true,"bumped_at":"2025-08-18T09:16:50.231Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":28995,"like_count":6,"has_summary":false,"last_poster_username":"jvwilliams23","category_id":23,"op_like_count":1,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":61761,"primary_group_id":null,"flair_group_id":null},{"extras":null,"description":"Frequent Poster","user_id":3534,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster","user_id":85216,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Output mismatch with channels_last_3d?","id":221373,"title":"Output mismatch with channels_last_3d?","slug":"output-mismatch-with-channels-last-3d","posts_count":2,"reply_count":1,"highest_post_number":4,"image_url":null,"created_at":"2025-07-09T03:47:25.342Z","last_posted_at":"2025-07-09T13:57:29.962Z","bumped":true,"bumped_at":"2025-07-09T13:57:29.962Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":82,"like_count":0,"has_summary":false,"last_poster_username":"bartley","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":66240,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Question: What takes so much gpu memory?","id":221290,"title":"Question: What takes so much gpu memory?","slug":"question-what-takes-so-much-gpu-memory","posts_count":3,"reply_count":2,"highest_post_number":3,"image_url":null,"created_at":"2025-07-05T02:53:26.518Z","last_posted_at":"2025-07-06T12:33:11.667Z","bumped":true,"bumped_at":"2025-07-06T12:33:11.667Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":116,"like_count":0,"has_summary":false,"last_poster_username":"nanachiy","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest","description":"Original Poster, Most Recent Poster","user_id":84946,"primary_group_id":null,"flair_group_id":null},{"extras":null,"description":"Frequent Poster","user_id":84865,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Understand the memory allocation visualization","id":221194,"title":"Understand the memory allocation visualization","slug":"understand-the-memory-allocation-visualization","posts_count":2,"reply_count":0,"highest_post_number":3,"image_url":"https://discuss.pytorch.org/uploads/default/optimized/3X/3/7/37ae69aac9b16a775314bdb5068f566ab9f39432_2_1023x131.png","created_at":"2025-07-01T06:19:12.280Z","last_posted_at":"2025-07-01T09:27:00.105Z","bumped":true,"bumped_at":"2025-07-01T09:27:00.105Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":132,"like_count":0,"has_summary":false,"last_poster_username":"Programer_Salar","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":80716,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster","user_id":84585,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Why the reserved memory is much larger than occupied memory?","id":221063,"title":"Why the reserved memory is much larger than occupied memory?","slug":"why-the-reserved-memory-is-much-larger-than-occupied-memory","posts_count":2,"reply_count":0,"highest_post_number":2,"image_url":"https://discuss.pytorch.org/uploads/default/original/3X/3/3/33e9f1a8abd06b5513e78c52797c9e089783b57c.png","created_at":"2025-06-25T18:45:20.234Z","last_posted_at":"2025-06-25T22:06:03.528Z","bumped":true,"bumped_at":"2025-06-25T22:06:03.528Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":119,"like_count":1,"has_summary":false,"last_poster_username":"ptrblck","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":true,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":84829,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster, Accepted Answer","user_id":3534,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Why does GPU memory usage not double when loading two identical models in PyTorch?","id":220663,"title":"Why does GPU memory usage not double when loading two identical models in PyTorch?","slug":"why-does-gpu-memory-usage-not-double-when-loading-two-identical-models-in-pytorch","posts_count":3,"reply_count":2,"highest_post_number":4,"image_url":null,"created_at":"2025-06-09T08:34:24.374Z","last_posted_at":"2025-06-09T12:58:58.646Z","bumped":true,"bumped_at":"2025-06-09T12:58:58.646Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":129,"like_count":0,"has_summary":false,"last_poster_username":"ptrblck","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":68886,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster","user_id":3534,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Questions about GPU memory usage","id":216246,"title":"Questions about GPU memory usage","slug":"questions-about-gpu-memory-usage","posts_count":3,"reply_count":0,"highest_post_number":3,"image_url":"https://discuss.pytorch.org/uploads/default/optimized/3X/b/8/b8522efa8a2216c23307e7533068cef78cd5332e_2_1024x608.jpeg","created_at":"2025-02-05T00:48:23.565Z","last_posted_at":"2025-05-08T13:25:39.981Z","bumped":true,"bumped_at":"2025-05-08T13:25:39.981Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":390,"like_count":0,"has_summary":false,"last_poster_username":"python","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":47306,"primary_group_id":null,"flair_group_id":null},{"extras":null,"description":"Frequent Poster","user_id":19553,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster","user_id":84077,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Out of Memory During LoRA Fine-Tuning on LLAMA-4-Scout-17B with H100 (80GB VRAM)","id":219740,"title":"Out of Memory During LoRA Fine-Tuning on LLAMA-4-Scout-17B with H100 (80GB VRAM)","slug":"out-of-memory-during-lora-fine-tuning-on-llama-4-scout-17b-with-h100-80gb-vram","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":null,"created_at":"2025-05-04T17:29:51.878Z","last_posted_at":"2025-05-04T17:29:51.913Z","bumped":true,"bumped_at":"2025-05-04T17:32:42.982Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":246,"like_count":0,"has_summary":false,"last_poster_username":"bensonbbn","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":84145,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Method for efficiently transferring non-autograd tensors to CPU from GPU?","id":218032,"title":"Method for efficiently transferring non-autograd tensors to CPU from GPU?","slug":"method-for-efficiently-transferring-non-autograd-tensors-to-cpu-from-gpu","posts_count":5,"reply_count":2,"highest_post_number":5,"image_url":null,"created_at":"2025-03-19T16:26:08.862Z","last_posted_at":"2025-04-09T08:44:59.910Z","bumped":true,"bumped_at":"2025-04-09T08:44:59.910Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":157,"like_count":0,"has_summary":false,"last_poster_username":"neoncube","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":82146,"primary_group_id":null,"flair_group_id":null},{"extras":null,"description":"Frequent Poster","user_id":3534,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster","user_id":83555,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Clip Grad Norm on GPU without sync","id":218045,"title":"Clip Grad Norm on GPU without sync","slug":"clip-grad-norm-on-gpu-without-sync","posts_count":2,"reply_count":0,"highest_post_number":2,"image_url":"https://discuss.pytorch.org/uploads/default/optimized/3X/2/7/27a4df55aa196200c251751b802b721d473b5ae3_2_1024x90.png","created_at":"2025-03-20T01:09:27.737Z","last_posted_at":"2025-03-30T13:38:36.141Z","bumped":true,"bumped_at":"2025-03-30T13:38:36.141Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":128,"like_count":0,"has_summary":false,"last_poster_username":"Chinggam26","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":83368,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster","user_id":83420,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Redefining model with fewer parameters → out of memory (OOM)?","id":216793,"title":"Redefining model with fewer parameters → out of memory (OOM)?","slug":"redefining-model-with-fewer-parameters-out-of-memory-oom","posts_count":2,"reply_count":0,"highest_post_number":2,"image_url":null,"created_at":"2025-02-17T23:50:52.267Z","last_posted_at":"2025-02-19T22:58:35.840Z","bumped":true,"bumped_at":"2025-02-19T22:58:35.840Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":84,"like_count":0,"has_summary":false,"last_poster_username":"Geremia","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":true,"can_vote":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster, Accepted Answer","user_id":75981,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"DtoH transfer of a partial tensor or untyped_storage to tensor without memory allocation","id":216884,"title":"DtoH transfer of a partial tensor or untyped_storage to tensor without memory allocation","slug":"dtoh-transfer-of-a-partial-tensor-or-untyped-storage-to-tensor-without-memory-allocation","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":null,"created_at":"2025-02-19T11:25:40.988Z","last_posted_at":"2025-02-19T11:25:41.034Z","bumped":true,"bumped_at":"2025-02-19T11:25:41.034Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":75,"like_count":0,"has_summary":false,"last_poster_username":"aag","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":82790,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"How can I decrease the pytorch confidence to hold too much reserved memory","id":215108,"title":"How can I decrease the pytorch confidence to hold too much reserved memory","slug":"how-can-i-decrease-the-pytorch-confidence-to-hold-too-much-reserved-memory","posts_count":4,"reply_count":2,"highest_post_number":4,"image_url":"https://discuss.pytorch.org/uploads/default/optimized/3X/b/0/b029b487d4f358d823af3e596428b58cf82a15d1_2_1024x371.png","created_at":"2025-01-08T08:56:12.320Z","last_posted_at":"2025-01-08T21:33:13.980Z","bumped":true,"bumped_at":"2025-01-08T21:33:13.980Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":459,"like_count":0,"has_summary":false,"last_poster_username":"ptrblck","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":true,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":81939,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster, Accepted Answer","user_id":3534,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"`torch.cuda.is_available()` allocates unwanted memory?","id":196790,"title":"`torch.cuda.is_available()` allocates unwanted memory?","slug":"torch-cuda-is-available-allocates-unwanted-memory","posts_count":3,"reply_count":0,"highest_post_number":3,"image_url":null,"created_at":"2024-02-07T23:11:01.703Z","last_posted_at":"2024-12-11T15:25:37.642Z","bumped":true,"bumped_at":"2024-12-11T15:25:37.642Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":598,"like_count":1,"has_summary":false,"last_poster_username":"Santiago_Castellano","category_id":23,"op_like_count":1,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":51431,"primary_group_id":null,"flair_group_id":null},{"extras":null,"description":"Frequent Poster","user_id":3534,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster","user_id":81453,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Guarantee traversal order for optimiser states","id":211476,"title":"Guarantee traversal order for optimiser states","slug":"guarantee-traversal-order-for-optimiser-states","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":null,"created_at":"2024-10-12T13:56:40.459Z","last_posted_at":"2024-10-12T13:56:40.511Z","bumped":true,"bumped_at":"2024-10-12T13:56:40.511Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":137,"like_count":0,"has_summary":false,"last_poster_username":"Jackmin801","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":53070,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"How to share data among DataLoader processes to save memory","id":108772,"title":"How to share data among DataLoader processes to save memory","slug":"how-to-share-data-among-dataloader-processes-to-save-memory","posts_count":7,"reply_count":4,"highest_post_number":7,"image_url":null,"created_at":"2021-01-13T22:03:51.822Z","last_posted_at":"2024-10-10T02:03:17.996Z","bumped":true,"bumped_at":"2024-10-10T02:03:17.996Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":14585,"like_count":3,"has_summary":false,"last_poster_username":"Sidney_Bassett","category_id":23,"op_like_count":1,"pinned_globally":false,"featured_link":null,"has_accepted_answer":true,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":2544,"primary_group_id":null,"flair_group_id":null},{"extras":null,"description":"Frequent Poster, Accepted Answer","user_id":3534,"primary_group_id":null,"flair_group_id":null},{"extras":null,"description":"Frequent Poster","user_id":35018,"primary_group_id":null,"flair_group_id":null},{"extras":null,"description":"Frequent Poster","user_id":61379,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster","user_id":80132,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Libtorch CPP Api for Memory Format Channels Last","id":209218,"title":"Libtorch CPP Api for Memory Format Channels Last","slug":"libtorch-cpp-api-for-memory-format-channels-last","posts_count":2,"reply_count":0,"highest_post_number":2,"image_url":null,"created_at":"2024-09-07T09:15:54.115Z","last_posted_at":"2024-09-07T15:29:40.002Z","bumped":true,"bumped_at":"2024-09-07T15:29:40.002Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":117,"like_count":0,"has_summary":false,"last_poster_username":"ptrblck","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":78742,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster","user_id":3534,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Replacing torch.zeros internals with cudaMemset instead of fill kernel","id":208272,"title":"Replacing torch.zeros internals with cudaMemset instead of fill kernel","slug":"replacing-torch-zeros-internals-with-cudamemset-instead-of-fill-kernel","posts_count":3,"reply_count":0,"highest_post_number":3,"image_url":null,"created_at":"2024-08-19T07:28:51.750Z","last_posted_at":"2024-09-05T06:15:35.993Z","bumped":true,"bumped_at":"2024-09-05T06:22:19.359Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":367,"like_count":0,"has_summary":false,"last_poster_username":"anguswang","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest","description":"Original Poster, Most Recent Poster","user_id":78317,"primary_group_id":null,"flair_group_id":null},{"extras":null,"description":"Frequent Poster","user_id":3534,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Fancy idexing memory footprint","id":208288,"title":"Fancy idexing memory footprint","slug":"fancy-idexing-memory-footprint","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":null,"created_at":"2024-08-19T14:31:44.963Z","last_posted_at":"2024-08-19T14:31:45.019Z","bumped":true,"bumped_at":"2024-08-19T14:31:45.019Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":171,"like_count":1,"has_summary":false,"last_poster_username":"Konsthr","category_id":23,"op_like_count":1,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":21967,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Unable to free all GPU memory","id":207894,"title":"Unable to free all GPU memory","slug":"unable-to-free-all-gpu-memory","posts_count":4,"reply_count":2,"highest_post_number":4,"image_url":null,"created_at":"2024-08-11T08:16:59.512Z","last_posted_at":"2024-08-12T07:59:44.364Z","bumped":true,"bumped_at":"2024-08-12T07:59:44.364Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":557,"like_count":0,"has_summary":false,"last_poster_username":"Soumya_Kundu","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":75724,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster","user_id":68149,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Why does tf.tile not make use of strided layout? And what about “inverse” strides?","id":207491,"title":"Why does tf.tile not make use of strided layout? And what about \"inverse\" strides?","slug":"why-does-tf-tile-not-make-use-of-strided-layout-and-what-about-inverse-strides","posts_count":1,"reply_count":0,"highest_post_number":1,"image_url":null,"created_at":"2024-08-03T17:45:08.427Z","last_posted_at":"2024-08-03T17:45:08.484Z","bumped":true,"bumped_at":"2024-08-03T17:45:08.484Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":134,"like_count":0,"has_summary":false,"last_poster_username":"OEtzi007","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":77954,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Advanced Slicing","id":207028,"title":"Advanced Slicing","slug":"advanced-slicing","posts_count":4,"reply_count":2,"highest_post_number":4,"image_url":null,"created_at":"2024-07-26T08:36:16.091Z","last_posted_at":"2024-07-28T11:10:40.472Z","bumped":true,"bumped_at":"2024-07-28T11:10:40.472Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":292,"like_count":0,"has_summary":false,"last_poster_username":"Soumya_Kundu","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":77740,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster","user_id":68149,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Why aren’t inputs to conv1d channels last?","id":132429,"title":"Why aren't inputs to conv1d channels last?","slug":"why-arent-inputs-to-conv1d-channels-last","posts_count":4,"reply_count":0,"highest_post_number":4,"image_url":null,"created_at":"2021-09-20T21:05:11.589Z","last_posted_at":"2024-07-22T16:49:33.200Z","bumped":true,"bumped_at":"2024-07-22T18:47:44.348Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":2341,"like_count":4,"has_summary":false,"last_poster_username":"peterukk","category_id":23,"op_like_count":1,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":49176,"primary_group_id":null,"flair_group_id":null},{"extras":null,"description":"Frequent Poster","user_id":3534,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster","user_id":77609,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Frombuffer() → “The given buffer is not writable”","id":204891,"title":"Frombuffer() → \"The given buffer is not writable\"","slug":"frombuffer-the-given-buffer-is-not-writable","posts_count":2,"reply_count":0,"highest_post_number":2,"image_url":null,"created_at":"2024-06-19T04:03:03.800Z","last_posted_at":"2024-06-19T22:45:13.946Z","bumped":true,"bumped_at":"2024-06-19T22:51:10.997Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":1788,"like_count":0,"has_summary":false,"last_poster_username":"smth","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":true,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":75981,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster, Accepted Answer","user_id":1,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"TensorDataset with lazy loading?","id":204191,"title":"TensorDataset with lazy loading?","slug":"tensordataset-with-lazy-loading","posts_count":5,"reply_count":3,"highest_post_number":5,"image_url":null,"created_at":"2024-06-06T23:06:06.269Z","last_posted_at":"2024-06-07T18:28:43.427Z","bumped":true,"bumped_at":"2024-06-07T23:17:03.820Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":1835,"like_count":1,"has_summary":false,"last_poster_username":"Geremia","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":true,"can_vote":false,"posters":[{"extras":"latest","description":"Original Poster, Most Recent Poster","user_id":75981,"primary_group_id":null,"flair_group_id":null},{"extras":null,"description":"Frequent Poster, Accepted Answer","user_id":9081,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Understanding GPU memory visualization result","id":202002,"title":"Understanding GPU memory visualization result","slug":"understanding-gpu-memory-visualization-result","posts_count":2,"reply_count":0,"highest_post_number":2,"image_url":"https://discuss.pytorch.org/uploads/default/optimized/3X/8/e/8efe1318ea9161138c1ec5aa96e35831697e6e9e_2_1024x413.png","created_at":"2024-05-03T02:18:03.671Z","last_posted_at":"2024-05-11T01:13:16.394Z","bumped":true,"bumped_at":"2024-05-11T01:13:16.394Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":243,"like_count":0,"has_summary":false,"last_poster_username":"111357","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":false,"can_vote":false,"posters":[{"extras":"latest single","description":"Original Poster, Most Recent Poster","user_id":33800,"primary_group_id":null,"flair_group_id":null}]},{"fancy_title":"Do operations between tensors and scalars move the tensor to CPU?","id":189736,"title":"Do operations between tensors and scalars move the tensor to CPU?","slug":"do-operations-between-tensors-and-scalars-move-the-tensor-to-cpu","posts_count":6,"reply_count":3,"highest_post_number":6,"image_url":null,"created_at":"2023-10-11T08:23:34.258Z","last_posted_at":"2024-04-20T19:46:49.011Z","bumped":true,"bumped_at":"2024-04-20T19:46:49.011Z","archetype":"regular","unseen":false,"pinned":false,"unpinned":null,"visible":true,"closed":false,"archived":false,"bookmarked":null,"liked":null,"tags_descriptions":{},"views":1328,"like_count":4,"has_summary":false,"last_poster_username":"matham","category_id":23,"op_like_count":0,"pinned_globally":false,"featured_link":null,"has_accepted_answer":true,"can_vote":false,"posters":[{"extras":null,"description":"Original Poster","user_id":45982,"primary_group_id":null,"flair_group_id":null},{"extras":null,"description":"Frequent Poster, Accepted Answer","user_id":3534,"primary_group_id":null,"flair_group_id":null},{"extras":"latest","description":"Most Recent Poster","user_id":4258,"primary_group_id":null,"flair_group_id":null}]}]}}