Anurag1734/cuda-error-resolution-analysis
07
1[2 {3 "post_stream": {4 "posts": [5 {6 "id": 435967,7 "name": "JakobAK",8 "username": "JakobAK",9 "avatar_template": "/letter_avatar_proxy/v4/letter/j/f08c70/{size}.png",10 "created_at": "2024-03-14T08:27:13.970Z",11 "cooked": "<p>I have installed:</p>\n<ul>\n<li>NVIDIA-SMI 551.61,</li>\n<li>Driver Version: 551.61,</li>\n<li>CUDA Version: 12.4,<br>\nand I’m about to install CUDA toolkit to enable pytorch locally.<br>\nI see that the latest pytorch version is compatible with CUDA toolkit 12.1.<br>\nShould I install CUDA toolkit 12.4 or 12.1?<br>\nI am running windows 11 with GPU = NVIDIA RTX 2000 Ada<br>\nThanks in advance!</li>\n</ul>",12 "post_number": 1,13 "post_type": 1,14 "posts_count": 2,15 "updated_at": "2024-03-14T09:13:27.243Z",16 "reply_count": 0,17 "reply_to_post_number": null,18 "quote_count": 0,19 "incoming_link_count": 1570,20 "reads": 11,21 "readers_count": 10,22 "score": 7852.2,23 "yours": false,24 "topic_id": 198869,25 "topic_slug": 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"/user_avatar/discuss.pytorch.org/ptrblck/{size}/1823_2.png",67 "created_at": "2024-03-14T12:58:17.688Z",68 "cooked": "<p>The PyTorch binaries ship with their own CUDA dependencies and your locally installed CUDA toolkit will be used if you build from source or custom CUDA extensions.</p>",69 "post_number": 2,70 "post_type": 1,71 "posts_count": 2,72 "updated_at": "2024-03-14T12:58:17.688Z",73 "reply_count": 0,74 "reply_to_post_number": null,75 "quote_count": 0,76 "incoming_link_count": 26,77 "reads": 9,78 "readers_count": 8,79 "score": 146.8,80 "yours": false,81 "topic_id": 198869,82 "topic_slug": "cuda-driver-cuda-toolkit-and-pytorch",83 "display_username": "",84 "primary_group_name": null,85 "flair_name": null,86 "flair_url": null,87 "flair_bg_color": null,88 "flair_color": null,89 "flair_group_id": null,90 "badges_granted": [],91 "version": 1,92 "can_edit": false,93 "can_delete": false,94 "can_recover": false,95 "can_see_hidden_post": false,96 "can_wiki": false,97 "read": true,98 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"discourse_zendesk_plugin_zendesk_id": null,471 "discourse_zendesk_plugin_zendesk_url": "https://your-url.zendesk.com/agent/tickets/",472 "details": {473 "can_edit": false,474 "notification_level": 1,475 "participants": [476 {477 "id": 3534,478 "username": "ptrblck",479 "name": "",480 "avatar_template": "/user_avatar/discuss.pytorch.org/ptrblck/{size}/1823_2.png",481 "post_count": 1,482 "primary_group_name": null,483 "flair_name": null,484 "flair_url": null,485 "flair_color": null,486 "flair_bg_color": null,487 "flair_group_id": null,488 "admin": true,489 "moderator": true,490 "trust_level": 2491 },492 {493 "id": 74132,494 "username": "JakobAK",495 "name": "JakobAK",496 "avatar_template": "/letter_avatar_proxy/v4/letter/j/f08c70/{size}.png",497 "post_count": 1,498 "primary_group_name": null,499 "flair_name": null,500 "flair_url": null,501 "flair_color": null,502 "flair_bg_color": null,503 "flair_group_id": null,504 "trust_level": 1505 }506 ],507 "created_by": {508 "id": 74132,509 "username": "JakobAK",510 "name": "JakobAK",511 "avatar_template": "/letter_avatar_proxy/v4/letter/j/f08c70/{size}.png"512 },513 "last_poster": {514 "id": 3534,515 "username": "ptrblck",516 "name": "",517 "avatar_template": "/user_avatar/discuss.pytorch.org/ptrblck/{size}/1823_2.png"518 }519 },520 "bookmarks": []521 },522 {523 "post_stream": {524 "posts": [525 {526 "id": 435991,527 "name": "OpenEyes VO",528 "username": "OpenEyes_VO",529 "avatar_template": "/user_avatar/discuss.pytorch.org/openeyes_vo/{size}/62909_2.png",530 "created_at": "2024-03-14T12:56:45.722Z",531 "cooked": "<p>I am using above code for training RLHF for answer generation.</p>\n<pre><code class=\"lang-auto\">learning_rate=1.41e-5\nmax_ppo_epochs=1\nmini_batch_size=4\nbatch_size=16\n\nconfig = PPOConfig(\n model_name=model_name,\n learning_rate=learning_rate,\n ppo_epochs=max_ppo_epochs,\n mini_batch_size=mini_batch_size,\n batch_size=batch_size\n)\n\nppo_trainer = PPOTrainer(config=config,\n model=ppo_model,\n ref_model=ref_model,\n tokenizer=tokenizer,\n dataset=dataset_train,\n data_collator=collator)\n</code></pre>\n<p>but while running this code I am getting error like</p>\n<pre><code class=\"lang-auto\">---------------------------------------------------------------------------\nValueError Traceback (most recent call last)\n<ipython-input-41-5fa467fb1768> in <cell line: 14>()\n 12 )\n 13 \n---> 14 ppo_trainer = PPOTrainer(config=config,\n 15 model=ppo_model,\n 16 ref_model=ref_model,\n\n3 frames\n/usr/local/lib/python3.10/dist-packages/torch/utils/data/sampler.py in __init__(self, data_source, replacement, num_samples, generator)\n 141 \n 142 if not isinstance(self.num_samples, int) or self.num_samples <= 0:\n--> 143 raise ValueError(f\"num_samples should be a positive integer value, but got num_samples={self.num_samples}\")\n 144 \n 145 @property\n\nValueError: num_samples should be a positive integer value, but got num_samples=0\n</code></pre>\n<p>How to solve this error? Thanks in advance.</p>",532 "post_number": 1,533 "post_type": 1,534 "posts_count": 1,535 "updated_at": "2024-03-14T12:56:45.722Z",536 "reply_count": 0,537 "reply_to_post_number": null,538 "quote_count": 0,539 "incoming_link_count": 50,540 "reads": 3,541 "readers_count": 2,542 "score": 250.6,543 "yours": false,544 "topic_id": 198889,545 "topic_slug": "while-training-rlhf-model-i-am-getting-error-like-valueerror-num-samples-should-be-a-positive-integer-value-but-got-num-samples-0",546 "display_username": "OpenEyes VO",547 "primary_group_name": null,548 "flair_name": null,549 "flair_url": null,550 "flair_bg_color": null,551 "flair_color": null,552 "flair_group_id": null,553 "badges_granted": [],554 "version": 1,555 "can_edit": false,556 "can_delete": false,557 "can_recover": false,558 "can_see_hidden_post": false,559 "can_wiki": false,560 "read": true,561 "user_title": null,562 "bookmarked": false,563 "actions_summary": [],564 "moderator": false,565 "admin": false,566 "staff": false,567 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