Anurag1734/cuda-error-resolution-analysis
07
1[2 {3 "post_stream": {4 "posts": [5 {6 "id": 452640,7 "name": "Kylie Wagar-Dirks",8 "username": "kyliewd",9 "avatar_template": "/user_avatar/discuss.pytorch.org/kyliewd/{size}/72006_2.png",10 "created_at": "2024-08-22T17:13:19.674Z",11 "cooked": "<p><strong>Attending the PyTorch Conference? Checkout the Fine tuning mini summit on the 18th!</strong></p>\n<p>Fine-tuning has become key to personalizing LLMs, and the summit brings together technical content and some of the best experts on topics ranging from parameter-efficient fine-tuning, quantization and performance at scale to reproducible evaluations, multimodal LLMs and agents.</p>\n<p>For more details, checkout: <a href=\"https://events.linuxfoundation.org/pytorch-conference/program/fine-tuning-mini-summit/\" rel=\"noopener nofollow ugc\">Fine Tuning Mini-Summit | LF Events</a></p>\n<p><div class=\"lightbox-wrapper\"><a class=\"lightbox\" href=\"https://discuss.pytorch.org/uploads/default/original/3X/d/6/d6dbda742d681a8f32632ed7ae1286c5ff2c9927.jpeg\" data-download-href=\"https://discuss.pytorch.org/uploads/default/d6dbda742d681a8f32632ed7ae1286c5ff2c9927\" title=\"image\"><img src=\"https://discuss.pytorch.org/uploads/default/optimized/3X/d/6/d6dbda742d681a8f32632ed7ae1286c5ff2c9927_2_690x361.jpeg\" alt=\"image\" 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"17swagat",482 "avatar_template": "/user_avatar/discuss.pytorch.org/17swagat/{size}/71801_2.png",483 "created_at": "2024-08-22T13:57:36.883Z",484 "cooked": "<p>Hi everyone,<br>\nI’m trying to download a timm model to a user-specified location on my local machine using the following code:<br>\n<code>model = timm.create_model(model_name, pretrained=True)</code></p>\n<p>The code above downloads the model to the default location: <code>C:\\Users\\17swa\\.cache\\torch\\hub\\checkpoints</code>, which I don’t want. I want the model to be stored in my user specified location.</p>\n<p>However, I couldn’t find a way to specify the download location. Is it possible to do this? If yes, could someone please guide me on how to achieve it?</p>",485 "post_number": 1,486 "post_type": 1,487 "posts_count": 2,488 "updated_at": "2024-08-22T13:57:36.883Z",489 "reply_count": 0,490 "reply_to_post_number": null,491 "quote_count": 0,492 "incoming_link_count": 1224,493 "reads": 10,494 "readers_count": 9,495 "score": 5997.0,496 "yours": false,497 "topic_id": 208484,498 "topic_slug": "how-to-download-timm-models-to-specified-location",499 "display_username": "Swagat Baruah",500 "primary_group_name": null,501 "flair_name": null,502 "flair_url": null,503 "flair_bg_color": null,504 "flair_color": null,505 "flair_group_id": null,506 "badges_granted": [],507 "version": 1,508 "can_edit": false,509 "can_delete": false,510 "can_recover": false,511 "can_see_hidden_post": false,512 "can_wiki": false,513 "read": true,514 "user_title": null,515 "bookmarked": false,516 "actions_summary": [],517 "moderator": false,518 "admin": false,519 "staff": false,520 "user_id": 77826,521 "hidden": false,522 "trust_level": 1,523 "deleted_at": null,524 "user_deleted": false,525 "edit_reason": null,526 "can_view_edit_history": true,527 "wiki": false,528 "post_url": "/t/how-to-download-timm-models-to-specified-location/208484/1",529 "can_accept_answer": false,530 "can_unaccept_answer": false,531 "accepted_answer": false,532 "topic_accepted_answer": null,533 "can_vote": false534 },535 {536 "id": 452638,537 "name": "",538 "username": "ptrblck",539 "avatar_template": "/user_avatar/discuss.pytorch.org/ptrblck/{size}/1823_2.png",540 "created_at": "2024-08-22T16:47:04.220Z",541 "cooked": "<p>From the <a href=\"https://pytorch.org/docs/stable/hub.html#where-are-my-downloaded-models-saved\">docs</a>:</p>\n<pre data-code-wrap=\"python\"><code class=\"lang-python\">The locations are used in the order of\n\n * Calling hub.set_dir(<PATH_TO_HUB_DIR>)\n\n * $TORCH_HOME/hub, if environment variable TORCH_HOME is set.\n\n * $XDG_CACHE_HOME/torch/hub, if environment variable XDG_CACHE_HOME is set.\n\n * ~/.cache/torch/hub\n</code></pre>\n<p>so you could change it via the Python calls or the mentioned env variables.</p>",542 "post_number": 2,543 "post_type": 1,544 "posts_count": 2,545 "updated_at": "2024-08-22T16:47:04.220Z",546 "reply_count": 0,547 "reply_to_post_number": null,548 "quote_count": 0,549 "incoming_link_count": 20,550 "reads": 10,551 "readers_count": 9,552 "score": 102.0,553 "yours": false,554 "topic_id": 208484,555 "topic_slug": "how-to-download-timm-models-to-specified-location",556 "display_username": "",557 "primary_group_name": null,558 "flair_name": null,559 "flair_url": null,560 "flair_bg_color": null,561 "flair_color": null,562 "flair_group_id": null,563 "badges_granted": [],564 "version": 1,565 "can_edit": false,566 "can_delete": false,567 "can_recover": false,568 "can_see_hidden_post": false,569 "can_wiki": false,570 "link_counts": [571 {572 "url": "https://pytorch.org/docs/stable/hub.html#where-are-my-downloaded-models-saved",573 "internal": 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false,739 "bookmarked": null,740 "liked": null,741 "tags_descriptions": {},742 "like_count": 0,743 "views": 156,744 "category_id": 5,745 "featured_link": null,746 "has_accepted_answer": false,747 "posters": [748 {749 "extras": "latest single",750 "description": "Original Poster, Most Recent Poster",751 "user": {752 "id": 80242,753 "username": "matiasV-TYN",754 "name": "Matias V Tyn",755 "avatar_template": "/user_avatar/discuss.pytorch.org/matiasv-tyn/{size}/73351_2.png",756 "trust_level": 1757 }758 }759 ]760 },761 {762 "fancy_title": "Help :frowning: Auto encoder predicts shapes ‘ok’ but lacks colours",763 "id": 214163,764 "title": "Help :( Auto encoder predicts shapes 'ok' but lacks colours",765 "slug": "help-auto-encoder-predicts-shapes-ok-but-lacks-colours",766 "posts_count": 3,767 "reply_count": 2,768 "highest_post_number": 5,769 "image_url": "https://discuss.pytorch.org/uploads/default/original/3X/5/0/501da039c27c2a1804a96da5f766dbf4ec662e9a.png",770 "created_at": 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"trust_level": 2810 }811 }812 ]813 },814 {815 "fancy_title": "CNN produces the same output for different inputs",816 "id": 219543,817 "title": "CNN produces the same output for different inputs",818 "slug": "cnn-produces-the-same-output-for-different-inputs",819 "posts_count": 2,820 "reply_count": 0,821 "highest_post_number": 2,822 "image_url": null,823 "created_at": "2025-04-28T10:10:19.221Z",824 "last_posted_at": "2025-05-06T16:32:11.777Z",825 "bumped": true,826 "bumped_at": "2025-05-06T16:32:11.777Z",827 "archetype": "regular",828 "unseen": false,829 "pinned": false,830 "unpinned": null,831 "visible": true,832 "closed": false,833 "archived": false,834 "bookmarked": null,835 "liked": null,836 "tags_descriptions": {},837 "like_count": 0,838 "views": 54,839 "category_id": 5,840 "featured_link": null,841 "has_accepted_answer": false,842 "posters": [843 {844 "extras": null,845 "description": "Original Poster",846 "user": {847 "id": 83291,848 "username": "Nyx",849 "name": "Nyx",850 "avatar_template": "/user_avatar/discuss.pytorch.org/nyx/{size}/76178_2.png",851 "trust_level": 1852 }853 },854 {855 "extras": "latest",856 "description": "Most Recent Poster",857 "user": {858 "id": 32812,859 "username": "Bjorn_Lindqvist",860 "name": "Björn Lindqvist",861 "avatar_template": "/user_avatar/discuss.pytorch.org/bjorn_lindqvist/{size}/25326_2.png",862 "trust_level": 2863 }864 }865 ]866 }867 ],868 "tags_descriptions": {},869 "fancy_title": "How to Download timm models to specified location.",870 "id": 208484,871 "title": "How to Download timm models to specified location.",872 "posts_count": 2,873 "created_at": "2024-08-22T13:57:36.836Z",874 "views": 883,875 "reply_count": 0,876 "like_count": 0,877 "last_posted_at": "2024-08-22T16:47:04.220Z",878 "visible": true,879 "closed": false,880 "archived": false,881 "has_summary": false,882 "archetype": "regular",883 "slug": "how-to-download-timm-models-to-specified-location",884 "category_id": 5,885 "word_count": 156,886 "deleted_at": null,887 "user_id": 77826,888 "featured_link": null,889 "pinned_globally": false,890 "pinned_at": null,891 "pinned_until": null,892 "image_url": null,893 "slow_mode_seconds": 0,894 "draft": null,895 "draft_key": "topic_208484",896 "draft_sequence": null,897 "unpinned": null,898 "pinned": false,899 "current_post_number": 1,900 "highest_post_number": 2,901 "deleted_by": null,902 "actions_summary": [903 {904 "id": 4,905 "count": 0,906 "hidden": false,907 "can_act": false908 },909 {910 "id": 8,911 "count": 0,912 "hidden": false,913 "can_act": false914 },915 {916 "id": 10,917 "count": 0,918 "hidden": false,919 "can_act": false920 },921 {922 "id": 7,923 "count": 0,924 "hidden": false,925 "can_act": false926 }927 ],928 "chunk_size": 20,929 "bookmarked": false,930 "topic_timer": null,931 "message_bus_last_id": 0,932 "participant_count": 2,933 "show_read_indicator": false,934 "thumbnails": null,935 "slow_mode_enabled_until": null,936 "can_vote": false,937 "vote_count": 0,938 "user_voted": false,939 "discourse_zendesk_plugin_zendesk_id": null,940 "discourse_zendesk_plugin_zendesk_url": "https://your-url.zendesk.com/agent/tickets/",941 "details": {942 "can_edit": false,943 "notification_level": 1,944 "participants": [945 {946 "id": 3534,947 "username": "ptrblck",948 "name": "",949 "avatar_template": "/user_avatar/discuss.pytorch.org/ptrblck/{size}/1823_2.png",950 "post_count": 1,951 "primary_group_name": null,952 "flair_name": null,953 "flair_url": null,954 "flair_color": null,955 "flair_bg_color": null,956 "flair_group_id": null,957 "admin": true,958 "moderator": true,959 "trust_level": 2960 },961 {962 "id": 77826,963 "username": "17swagat",964 "name": "Swagat Baruah",965 "avatar_template": "/user_avatar/discuss.pytorch.org/17swagat/{size}/71801_2.png",966 "post_count": 1,967 "primary_group_name": null,968 "flair_name": null,969 "flair_url": null,970 "flair_color": null,971 "flair_bg_color": null,972 "flair_group_id": null,973 "trust_level": 1974 }975 ],976 "created_by": {977 "id": 77826,978 "username": "17swagat",979 "name": "Swagat Baruah",980 "avatar_template": "/user_avatar/discuss.pytorch.org/17swagat/{size}/71801_2.png"981 },982 "last_poster": {983 "id": 3534,984 "username": "ptrblck",985 "name": "",986 "avatar_template": "/user_avatar/discuss.pytorch.org/ptrblck/{size}/1823_2.png"987 },988 "links": [989 {990 "url": "https://pytorch.org/docs/stable/hub.html#where-are-my-downloaded-models-saved",991 "title": "torch.hub — PyTorch 2.4 documentation",992 "internal": false,993 "attachment": false,994 "reflection": false,995 "clicks": 79,996 "user_id": 3534,997 "domain": "pytorch.org",998 "root_domain": "pytorch.org"999 }1000 ]1001 },1002 "bookmarks": []1003 },1004 {1005 "post_stream": {1006 "posts": [1007 {1008 "id": 452634,1009 "name": "",1010 "username": "davidxia",1011 "avatar_template": "/user_avatar/discuss.pytorch.org/davidxia/{size}/67917_2.png",1012 "created_at": "2024-08-22T16:16:15.149Z",1013 "cooked": "<p>I see the pytorch Dockerfile downloads Miniconda from <code>repo.anaconda.com</code> and <a href=\"https://github.com/pytorch/pytorch/blob/b0171c39209acadec0ff07f584a176ea1bbd5039/Dockerfile#L41\" rel=\"noopener nofollow ugc\">installs software from Anaconda here</a>. According to Anaconda’s Terms of Service (ToS)</p>\n<blockquote>\n<p>Unless expressly agreed by Anaconda, You may not: (a) Make, sell, resell, license, sublicense, distribute, rent, or lease any Offerings available to anyone other than You or Your Users, unless expressly stated otherwise in an Order, Custom Agreement or the Documentation or as otherwise expressly permitted in writing by Anaconda… If You would like to redistribute or embed any Offering in any product You are developing, please contact the Anaconda team for a third party redistribution commercial license.</p>\n</blockquote>\n<blockquote>\n<p>Your registration, download, use, installation, access, or enjoyment of all Anaconda Offerings on behalf of an organization that has two hundred (200) or more employees or contractors (“<strong>Organizational Use</strong> ”) requires a paid license of Anaconda Business or Anaconda Enterprise… Utilizing Miniconda to pull package updates from the Anaconda Public Repository without a commercial license (if required by the conditions set forth in Section 2 of this Terms of Service) is considered a violation of the Terms of Service.</p>\n</blockquote>\n<h2><a name=\"questions-1\" class=\"anchor\" href=\"#questions-1\"></a>Questions</h2>\n<ol>\n<li>Do the resulting <code>pytorch/pytorch</code> container images comply with Anaconda’s ToS?</li>\n<li>Does use of these images (as-is or modified, like <code>FROM pytorch/pytorch</code>) in organizations with 200 or more employees require a paid license?</li>\n</ol>\n<h2><a name=\"context-2\" class=\"anchor\" href=\"#context-2\"></a>Context</h2>\n<blockquote>\n<p>Software maker Anaconda Inc has sued Intel in Delaware federal court, accusing the chipmaker of misusing its software for developing artificial-intelligence platforms, according to a lawsuit made public on Friday.</p>\n</blockquote>\n<p>— <a href=\"https://www.reuters.com/legal/litigation/intel-sued-copyright-infringement-over-ai-software-2024-08-09/\" rel=\"noopener nofollow ugc\">https://www.reuters.com/legal/litigation/intel-sued-copyright-infringement-over-ai-software-2024-08-09/</a></p>",1014 "post_number": 1,1015 "post_type": 1,1016 "posts_count": 2,1017 "updated_at": "2024-08-22T16:18:08.722Z",1018 "reply_count": 0,1019 "reply_to_post_number": null,1020 "quote_count": 0,1021 "incoming_link_count": 142,1022 "reads": 22,1023 "readers_count": 21,1024 "score": 744.4,1025 "yours": false,1026 "topic_id": 208490,1027 "topic_slug": "do-pytorch-pytorch-container-images-comply-with-anacondas-terms-of-service",1028 "display_username": "",1029 "primary_group_name": null,1030 "flair_name": null,1031 "flair_url": null,1032 "flair_bg_color": null,1033 "flair_color": null,1034 "flair_group_id": null,1035 "badges_granted": [],1036 "version": 1,1037 "can_edit": false,1038 "can_delete": false,1039 "can_recover": false,1040 "can_see_hidden_post": false,1041 "can_wiki": false,1042 "link_counts": [1043 {1044 "url": "https://github.com/pytorch/pytorch/blob/b0171c39209acadec0ff07f584a176ea1bbd5039/Dockerfile#L41",1045 "internal": false,1046 "reflection": false,1047 "title": "pytorch/Dockerfile at b0171c39209acadec0ff07f584a176ea1bbd5039 · pytorch/pytorch · GitHub",1048 "clicks": 101049 },1050 {1051 "url": "https://www.reuters.com/legal/litigation/intel-sued-copyright-infringement-over-ai-software-2024-08-09/",1052 "internal": false,1053 "reflection": false,1054 "clicks": 91055 }1056 ],1057 "read": true,1058 "user_title": null,1059 "bookmarked": false,1060 "actions_summary": [1061 {1062 "id": 2,1063 "count": 21064 }1065 ],1066 "moderator": false,1067 "admin": false,1068 "staff": false,1069 "user_id": 73583,1070 "hidden": false,1071 "trust_level": 1,1072 "deleted_at": null,1073 "user_deleted": false,1074 "edit_reason": null,1075 "can_view_edit_history": true,1076 "wiki": false,1077 "post_url": "/t/do-pytorch-pytorch-container-images-comply-with-anacondas-terms-of-service/208490/1",1078 "can_accept_answer": false,1079 "can_unaccept_answer": false,1080 "accepted_answer": false,1081 "topic_accepted_answer": null,1082 "can_vote": false1083 },1084 {1085 "id": 452636,1086 "name": "",1087 "username": "davidxia",1088 "avatar_template": "/user_avatar/discuss.pytorch.org/davidxia/{size}/67917_2.png",1089 "created_at": "2024-08-22T16:19:38.203Z",1090 "cooked": "<p>I couldn’t put more than two links above. Here’s the other relevant links</p>\n<ul>\n<li><a href=\"https://legal.anaconda.com/policies/en/#terms-of-service\" rel=\"noopener nofollow ugc\">Anaconda Tos</a></li>\n<li><a href=\"https://hub.docker.com/r/pytorch/pytorch\" rel=\"noopener nofollow ugc\">pytorch/pytorch images</a></li>\n</ul>",1091 "post_number": 2,1092 "post_type": 1,1093 "posts_count": 2,1094 "updated_at": "2024-08-22T16:19:38.203Z",1095 "reply_count": 0,1096 "reply_to_post_number": null,1097 "quote_count": 0,1098 "incoming_link_count": 5,1099 "reads": 20,1100 "readers_count": 19,1101 "score": 29.0,1102 "yours": false,1103 "topic_id": 208490,1104 "topic_slug": "do-pytorch-pytorch-container-images-comply-with-anacondas-terms-of-service",1105 "display_username": "",1106 "primary_group_name": null,1107 "flair_name": null,1108 "flair_url": null,1109 "flair_bg_color": null,1110 "flair_color": null,1111 "flair_group_id": null,1112 "badges_granted": [],1113 "version": 1,1114 "can_edit": false,1115 "can_delete": false,1116 "can_recover": false,1117 "can_see_hidden_post": false,1118 "can_wiki": false,1119 "link_counts": [1120 {1121 "url": "https://hub.docker.com/r/pytorch/pytorch",1122 "internal": false,1123 "reflection": false,1124 "clicks": 61125 },1126 {1127 "url": "https://legal.anaconda.com/policies/en/#terms-of-service",1128 "internal": false,1129 "reflection": false,1130 "clicks": 41131 }1132 ],1133 "read": true,1134 "user_title": null,1135 "bookmarked": false,1136 "actions_summary": [],1137 "moderator": false,1138 "admin": false,1139 "staff": false,1140 "user_id": 73583,1141 "hidden": false,1142 "trust_level": 1,1143 "deleted_at": null,1144 "user_deleted": false,1145 "edit_reason": null,1146 "can_view_edit_history": true,1147 "wiki": false,1148 "post_url": "/t/do-pytorch-pytorch-container-images-comply-with-anacondas-terms-of-service/208490/2",1149 "can_accept_answer": false,1150 "can_unaccept_answer": false,1151 "accepted_answer": false,1152 "topic_accepted_answer": null1153 }1154 ],1155 "stream": [1156 452634,1157 4526361158 ]1159 },1160 "timeline_lookup": [1161 [1162 1,1163 4291164 ]1165 ],1166 "suggested_topics": [1167 {1168 "fancy_title": "No CUDA 12.4 distribution for Linux when using pip?",1169 "id": 213783,1170 "title": "No CUDA 12.4 distribution for Linux when using pip?",1171 "slug": "no-cuda-12-4-distribution-for-linux-when-using-pip",1172 "posts_count": 5,1173 "reply_count": 2,1174 "highest_post_number": 5,1175 "image_url": "https://discuss.pytorch.org/uploads/default/original/3X/d/2/d222135c692d3df71abaf45fd1709ced8159e8bd.png",1176 "created_at": "2024-12-04T06:31:14.083Z",1177 "last_posted_at": "2024-12-04T13:29:00.235Z",1178 "bumped": true,1179 "bumped_at": "2024-12-04T13:29:00.235Z",1180 "archetype": "regular",1181 "unseen": false,1182 "pinned": false,1183 "unpinned": null,1184 "visible": true,1185 "closed": false,1186 "archived": false,1187 "bookmarked": null,1188 "liked": null,1189 "tags_descriptions": {},1190 "like_count": 4,1191 "views": 209,1192 "category_id": 1,1193 "featured_link": null,1194 "has_accepted_answer": true,1195 "posters": [1196 {1197 "extras": null,1198 "description": "Original Poster",1199 "user": {1200 "id": 81293,