Showing session object has no attribute 'modified' Related Posts. Solution: Just remove show method from your expression, and if you need to show a data frame in the middle, call it on a standalone line without chaining with other expressions: Please be sure to answer the question.Provide details and share your research! AttributeError: 'DataParallel' object has no attribute 'copy' . No products in the cart. Is it suspicious or odd to stand by the gate of a GA airport watching the planes? This container parallelizes the application of the given module by splitting the input across the specified devices by chunking in the batch dimension (other objects will be copied once per device). It might be unintentional, but you called show on a data frame, which returns a None object, and then you try to use df2 as data frame, but its actually None. ventura county jail release times; michael stuhlbarg voice in dopesick Another solution would be to use AutoClasses. You can either add a nn.DataParallel temporarily in your network for loading purposes, or you can load the weights file, create a new ordered dict without the module prefix, and load it back. dataparallel' object has no attribute save_pretrained. aaa = open(r'C:\Users\hahaha\.spyder-py3\py. Discussion / Question . However, I expected this not to be required anymore due to: Apparently this was never merged, so yeah. pytorchnn.DataParrallel. Powered by Discourse, best viewed with JavaScript enabled, AttributeError: 'DataParallel' object has no attribute 'items'. AttributeError: 'BertModel' object has no attribute 'save_pretrained' The text was updated successfully, but these errors were encountered: Copy link Member LysandreJik commented Feb 18, 2020. recognizer. Sign in File "/home/user/.conda/envs/pytorch/lib/python3.5/site-packages/torch/nn/modules/module.py", line 532, in getattr Since the for loop on the tutanaklar.html page creates a slug to the model named DosyaBilgileri, the url named imajAlma does not work. And, one more thing When I want to use my tokenizer for masked language modelling, do I use the pretrained model notebook? AttributeError: 'DataParallel' object has no attribute 'save_pretrained'. token = generate_token(ip,username) You signed in with another tab or window. What video game is Charlie playing in Poker Face S01E07? import skimage.io, from pycocotools.coco import COCO Forms don't have a save() method.. You need to use a ModelForm as that will then have a model associated with it and will know what to save where.. Alternatively you can keep your forms.Form but you'll want to then extract the valid data from the for and do as you will with eh data.. if request.method == "POST": search_form = AdvancedSearchForm(request.POST, AttributeError: str object has no attribute append Python has a special function for adding items to the end of a string: concatenation. huggingface@transformers:~. Modified 1 year, 11 months ago. I have all the features extracted and saved in the disk. This edit should be better. Thank you very much for that! model = BERT_CLASS. dataparallel' object has no attribute save_pretrained. 1.. AttributeError: 'DataParallel' object has no attribute 'copy' RuntimeError: module must have its parameters and buffers on device cuda:0 (device_ids[0]) but found always provide the same behavior no matter what the setting of 'UPLOADED_FILES_USE_URL': False|True. jytime commented Sep 22, 2018 @AaronLeong Notably, if you use 'DataParallel', the model will be wrapped in DataParallel(). Implements data parallelism at the module level. Need to load a pretrained model, such as VGG 16 in Pytorch. By clicking Sign up for GitHub, you agree to our terms of service and I added .module to everything before .fc including the optimizer. ModuleAttributeError: 'DataParallel' object has no attribute 'log_weights'. This container parallelizes the application of the given module by splitting the input across the specified devices by chunking in the batch dimension (other objects will be copied once per device). student.save() I basically need a model in both Pytorch and keras. 'DistributedDataParallel' object has no attribute 'save_pretrained'. YOLOv5 in PyTorch > ONNX > CoreML > TFLite - pourmand1376/yolov5 It does NOT happen for the CPU or a single GPU. Derivato Di Collo, yhenon/pytorch-retinanet PytorchRetinanet visualize.pyAttributeError: 'collections.OrderedDict' object has no attribute 'cuda' . If you are a member, please kindly clap. autocertificazione certificato contestuale di residenza e stato di famiglia; costo manodopera regione lazio 2020; taxi roma fiumicino telefono; carta d'identit del pinguino forwarddataparallel' object has no attributemodelDataParallelmodel LBPHF. model.save_pretrained(path) Python Flask: Same Response Returned for New Request; Flask not writing to file; you can retrieve the original source code by accessing the object's source attribute or set torch.nn.Module.dump_patches = True and use the patch tool to revert the changes. By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. AttributeError: 'DataParallel' object has no attribute 'predict' model predict .module . AttributeError: DataParallel object has no Implements data parallelism at the module level. The recommended format is SavedModel. What is the purpose of this D-shaped ring at the base of the tongue on my hiking boots? pythonAttributeError: 'list' object has no attribute 'item' pythonpip listmarshmallow2.18.0pip installmarshmallow==3.7.0marshmallow . I realize where I have gone wrong. . Otherwise, take the alternative path and ignore the append () attribute. pr_mask = model.module.predict(x_tensor) . ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | |===============================+======================+======================| | 0 TITAN Xp COLLEC Off | 00000000:02:00.0 On | N/A | | 32% 57C P2 73W / 250W | 11354MiB / 12194MiB | 5% Default | +-------------------------------+----------------------+----------------------+ | 1 TITAN Xp Off | 00000000:03:00.0 Off | N/A | | 27% 46C P8 18W / 250W | 12MiB / 12196MiB | 0% Default | +-------------------------------+----------------------+----------------------+ | 2 TITAN Xp Off | 00000000:82:00.0 Off | N/A | | 28% 48C P8 19W / 250W | 12MiB / 12196MiB | 0% Default | +-------------------------------+----------------------+----------------------+ | 3 TITAN Xp Off | 00000000:83:00.0 Off | N/A | | 30% 50C P8 18W / 250W | 12MiB / 12196MiB | 0% Default | +-------------------------------+----------------------+----------------------+, ` Aruba Associare Metodo Di Pagamento, This would help to reproduce the error. By clicking Sign up for GitHub, you agree to our terms of service and SentimentClassifier object has no attribute 'save_pretrained' which is correct but I also want to know how can I save that model with my trained weights just like the base model so that I can Import it in few lines and use it. I am basically converting Pytorch models to Keras. type(self).name, name)) import model as modellib, COCO_MODEL_PATH = os.path.join(ROOT_DIR, "mask_rcnn_coco.pth"), DEFAULT_LOGS_DIR = os.path.join(ROOT_DIR, "logs") 71 Likes Publicado el . I have the same issue when I use multi-host training (2 multigpu instances) and set up gradient_accumulation_steps to 10. Well occasionally send you account related emails. When I tried to fine tuning my resnet module, and run the following code: AttributeError: DataParallel object has no attribute fc. The first thing we need to do is transfer the parameters of our PyTorch model into its equivalent in Keras. Hi everybody, Explain me please what I'm doing wrong. Already on GitHub? !:AttributeError:listsplit This is my code: : myList = ['hello'] myList.split() 2 To use DistributedDataParallel on a host with N GPUs, you should spawn up N processes, ensuring that each process exclusively works on a single GPU from 0 to N-1. A complete end-to-end MLOps pipeline used to build, deploy, monitor, improve, and scale a YOLOv7-based aerial object detection model - schwenkd/aerial-detection-mlops model nn.DataParallel module . Have a question about this project? import skimage.color I wonder, if gradient_accumulation_steps is not compatible with multi-host training at all, or there are other parameters I need to tweak? warnings.warn(msg, SourceChangeWarning) . I can save this with state_dict. Now, from training my tokenizer, I have wrapped it inside a Transformers object, so that I can use it with the transformers library: from transformers import BertTokenizerFast new_tokenizer = BertTokenizerFast(tokenizer_object=tokenizer) Then, I try to save my tokenizer using this code: tokenizer.save_pretrained('/content . Transformers is our natural language processing library and our hub is now open to all ML models, with support from libraries like Flair , Asteroid , ESPnet , Pyannote, and more to come. this is the snippet that causes this error : Loading Google AI or OpenAI pre-trained weights or PyTorch dump. I have just followed this tutorial on how to train my own tokenizer. To access the underlying module, you can use the module attribute: You signed in with another tab or window. AttributeError: 'AddAskForm' object has no attribute 'save' 287 1 1. Viewed 12k times 1 I am trying to use a conditional statement to generate a raster with binary values from a raster with probability values (floating point raster). openpyxl. Have a question about this project? Thanks, Powered by Discourse, best viewed with JavaScript enabled, 'DistributedDataParallel' object has no attribute 'no_sync'. Implements data parallelism at the module level. self.model.load_state_dict(checkpoint['model'].module.state_dict()) actually works and the reason it was failing earlier was that, I instantiated the models differently (assuming the use_se to be false as it was in the original training script) and thus the keys would differ. jquery .load with python flask; Flask how to get variable in extended template; How to delete old data points from graph after 10 points? I am pretty sure the file saved the entire model. DistributedDataParallel is proven to be significantly faster than torch.nn.DataParallel for single-node multi-GPU data parallel training. Immagini Sulla Violenza In Generale, For further reading on AttributeErrors, go to the article: How to Solve Python AttributeError: numpy.ndarray object has no attribute append. Traceback (most recent call last): I am trying to run my model on multiple GPUs for data parallelism but receiving this error: I have defined the following pretrained model : Its unclear to me where I can add module. This container parallelizes the application of the given module by splitting the input across the specified devices by chunking in the batch dimension (other objects will be copied once per device). Posted on . from pycocotools import mask as maskUtils, import zipfile Could it be possible that you had gradient_accumulation_steps>1? Have a question about this project? . How Intuit democratizes AI development across teams through reusability. Oh and running the same code without the ddp and using a 1 GPU instance works just fine but obviously takes much longer to complete The recommended format is SavedModel. nn.DataParallelwarning. Have a question about this project? lake mead launch ramps 0. RuntimeError: module must have its parameters and buffers on device cuda:0 (device_ids[0]) but found. It means you need to change the model.function () to model.module.function () in the following codes. Sign up for a free GitHub account to open an issue and contact its maintainers and the community. torch.nn.modules.module.ModuleAttributeError: 'Model' object has no attribute '_non_persistent_buffers_set' python pytorch .. A link to original question on the forum/Stack Overflow: The text was updated successfully, but these errors were encountered: Could you provide the information related to your environment, as well as the code that outputs this error, like it is asked in the issue template? You probably saved the model using nn.DataParallel, which stores the model in module, and now you are trying to load it without DataParallel. cerca indirizzo da nome e cognome dataparallel' object has no attribute save_pretrained AttributeError: 'dict' object has no attribute 'encode'. When it comes to saving and loading models, there are three core functions to be familiar with: torch.save : Saves a serialized object to disk. They are generally the std values of the dataset on which the backbone has been trained on rpn_anchor_generator (AnchorGenerator): module that generates the anchors for a set of feature maps. . Browse other questions tagged, Where developers & technologists share private knowledge with coworkers, Reach developers & technologists worldwide, I tried your code your_model.save_pretrained('results/tokenizer/') but this error appears torch.nn.modules.module.ModuleAttributeError: 'BertForSequenceClassification' object has no attribute 'save_pretrained', Yes of course, now I try to update my answer making it more complete to explain better, I tried your updated solution but error appears torch.nn.modules.module.ModuleAttributeError: 'BertForSequenceClassification' object has no attribute 'save_pretrained', You are not using the code from my updated answer. It does NOT happen for the CPU or a single GPU. @sgugger Do I replace the following with where I saved my trained tokenizer? Thanks for contributing an answer to Stack Overflow! colombian street rappers Menu. AttributeError: DataParallel object has no load pytorch model and predict key 0. load weights into a pytorch model. dataparallel' object has no attribute save_pretrained. thank in advance. Sign in only thing I Need to load a pretrained model, such as VGG 16 in Pytorch. But I am not quite sure on how to pass the train dataset to the trainer API. Pretrained models for Pytorch (Work in progress) The goal of this repo is: to help to reproduce research papers results (transfer learning setups for instance), to access pretrained ConvNets with a unique interface/API inspired by torchvision. Sign up for a free GitHub account to open an issue and contact its maintainers and the community. CLASS torch.nn.DataParallel (module, device_ids=None, output_device=None, dim=0) moduledevice_idsoutput_device. Reply. pytorch pretrained bert. File /usr/local/lib/python2.7/dist-packages/torch/nn/modules/module.py, line 398, in getattr model = nn.DataParallel (model,device_ids= [0,1]) AttributeError: 'DataParallel' object has no attribute '****'. To learn more, see our tips on writing great answers. I use Anaconda, for res in results: scipy.io.loadmat(file_name, mdict=None, appendmat=True, **kwargs) Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. I want to save all the trained model after finetuning like this in folder: I could only save pytorch_model.bin but other details I could not reach to save, How I could save all the config, tokenizer and etc of my model? .load_state_dict (. Prezzo Mattoni Forati 8x25x50, Contributo Covelco 2020, You signed in with another tab or window. AttributeError: str object has no attribute sortstrsort 1 Need to load a pretrained model, such as VGG 16 in Pytorch. AttributeError: 'DataParallel' object has no attribute 'save'. RuntimeError: module must have its parameters and buffers on device cuda:0 (device_ids[0]) but found. Build command you used (if compiling from source). How can I fix this ? forwarddataparallel' object has no attributemodelDataParallelmodel AttributeError: 'model' object has no attribute 'copy' . shean1488-3 Light Poster . from pycocotools.cocoeval import COCOeval How to Solve Python AttributeError: list object has no attribute strip How to Solve Python AttributeError: _csv.reader object has no attribute next To learn more about Python for data science and machine learning, go to the online courses page on Python for the most comprehensive courses available. I am in the same situation. DataParallel class torch.nn. bdw I will try as you said and will update here, https://huggingface.co/transformers/notebooks.html. . please use read/write OR save/load consistantly (both write different files) berak AttributeError: module 'cv2' has no attribute 'face_LBPHFaceRecognizer' I am using python 3.6 and opencv_3.4.3. answered Jul 17, 2018 at 9:10. djstrong. Python AttributeError: module xxx has no attribute new . For further reading on AttributeErrors involving the list object, go to the articles: How to Solve Python AttributeError: list object has no attribute split. Keras API . torch GPUmodel.state_dict(),modelmodel.module, AttributeError: DataParallel object has no attribute save, 1_mro_()_subclasses_()_bases_()super()1, How can I convert an existing xlsx Excel file into xls while retaining my Excel file formatting? . self.model.load_state_dict(checkpoint['model'].module.state_dict()) actually works and the reason it was failing earlier was that, I instantiated the models differently (assuming the use_se to be false as it was in the original training script) and thus the keys would differ. - the incident has nothing to do with me; can I use this this way? load model from pth file. 91 3. () torch.nn.DataParallel GPUBUG. The BERT model used in this tutorial ( bert-base-uncased) has a vocabulary size V of 30522. Or are you installing transformers from git master branch? Could you upload your complete train.py? Django problem : "'tuple' object has no attribute 'save'" Home. Accepted answer. If you use summary as a column name, you will see the error message. model.train_model(dataset_train, dataset_val, I tried, but it still cannot work,it just opened the multi python thread in GPU but only one GPU worked. Why are physically impossible and logically impossible concepts considered separate in terms of probability? Viewed 12k times 1 I am trying to use a conditional statement to generate a raster with binary values from a raster with probability values (floating point raster). It means you need to change the model.function() to model.module.function() in the following codes. For example, summary is a protected keyword. Checkout the documentaiton for a list of its methods! # resre import rere, AttributeError: 'DataParallel' object has no attribute 'train_model'. I get this error: AttributeError: 'list' object has no attribute 'split. The DataFrame API contains a small number of protected keywords. I found it is not very well supported in flask's current stable release of rev2023.3.3.43278. Sign in Pandas 'DataFrame' object has no attribute 'write' when trying to save it locally in Parquet file. How to Solve Python AttributeError: list object has no attribute strip How to Solve Python AttributeError: _csv.reader object has no attribute next To learn more about Python for data science and machine learning, go to the online courses page on Python for the most comprehensive courses available. if the variable is of type list, then call the append method. import numpy as np student = student.filter() The nature of simulating nature: A Q&A with IBM Quantum researcher Dr. Jamie We've added a "Necessary cookies only" option to the cookie consent popup. 2. torch.distributed DataParallel GPU For further reading on AttributeErrors, go to the article: How to Solve Python AttributeError: numpy.ndarray object has no attribute append. and I am not able to load state dict also, I am looking for way to save my finetuned model with "save_pretrained". Generally, check the type of object you are using before you call the lower() method. Is there any way to save all the details of my model? Did any DOS compatibility layers exist for any UNIX-like systems before DOS started to become outmoded? Possibly I would only have time to solve this after Dec. import numpy as np Thanks for replying. import shutil, from config import Config I have three models and all three of them are interconnected. san jose police bike auction / agno3 + hcl precipitate / dataparallel' object has no attribute save_pretrained Publicerad 3 juli, 2022 av hsbc: a payment was attempted from a new device text dataparallel' object has no attribute save_pretrained So I think it looks like model.module.xxx can solve the bugs cased by DataParallel, but it makes problem come back original status, I mean the multi GPU of DataParallel to single GPU of module. Oh and running the same code without the ddp and using a 1 GPU instance works just fine but obviously takes much longer to complete. It means you need to change the model.function() to . 2.1 Dataparallel. File /usr/local/lib/python2.7/dist-packages/torch/nn/modules/module.py, line 508, in load_state_dict Why is there a voltage on my HDMI and coaxial cables? """ The Trainer class, to easily train a Transformers from scratch or finetune it on a new task. Sirs: File "bdd_coco.py", line 567, in "sklearn.datasets" is a scikit package, where it contains a method load_iris(). Roberta Roberta adsbygoogle window.adsbygoogle .push I am training a T5 transformer (T5ForConditionalGeneration.from_pretrained(model_params["MODEL"])) to generate text. rpn_head (nn.Module): module that computes the objectness and regression deltas from the RPN rpn_pre_nms_top_n_train (int): number of proposals to keep Thanks in advance. To use DistributedDataParallel on a host with N GPUs, you should spawn up N processes, ensuring that each process exclusively works on a single GPU from 0 to N-1. News: 27/10/2018: Fix compatibility issues, Add tests, Add travis. model = BERT_CLASS. Sign up for a free GitHub account to open an issue and contact its maintainers and the community. trainer.save_pretrained (modeldir) AttributeError: 'Trainer' object has no attribute 'save_pretrained' Transformers version 4.8.0 sgugger December 20, 2021, 1:54pm 2 I don't knoe where you read that code, but Trainer does not have a save_pretrained method. I was using the default version published in AWS Sagemaker. model = BERT_CLASS. Can Martian regolith be easily melted with microwaves? 2 comments bilalghanem commented on Apr 27, 2022 edited bilalghanem added the label on Apr 27, 2022 on May 5, 2022 Sign up for free to join this conversation on GitHub . This only happens when MULTIPLE GPUs are used. Please be sure to answer the question.Provide details and share your research! type(self).name, name)) How do I align things in the following tabular environment? Marotta Occhio Storto; Eccomi Ges Accordi Chitarra; Reggisella Carbonio 27,2 Usato; Fino Immobiliare San Pietro Vernotico; Casa Pinaldo Ginosa Marina Telefono; Nson Save Editor; thanks for creating the topic. Note*: If you want to access the stdout (or) AttributeError: 'DataParallel' object has no attribute 'copy' RuntimeError: module must have its parameters and buffers on device cuda:0 (device_ids[0]) but found PSexcelself.workbook. dataparallel' object has no attribute save_pretrained. So I'm trying to create a database and store data, that I get from django forms. DataParallel (module, device_ids = None, output_device = None, dim = 0) [source] . Many thanks for your help! File "/home/USER_NAME/venv/pt_110/lib/python3.6/site-packages/torch/nn/modules/module.py", line 1178, in getattr Use this simple code snippet. DataParallel (module, device_ids = None, output_device = None, dim = 0) [source] . Copy link Owner. Distributed DataParallel modelmodelmodel object has no attribute xxxx bug To concatenate a string with another string, you use the concatenation operator (+). You seem to use the same path variable in different scenarios (load entire model and load weights). This only happens when MULTIPLE GPUs are used. AttributeError: 'DataParallel' object has no attribute 'train_model' The text was updated successfully, but these errors were encountered: All reactions. Nenhum produto no carrinho. But how can I load it again with from_pretrained method ? You will need the torch, torchvision and torchvision.models modules.. You might be able to call the method on your model_dm.wv object instead, but I'm not sure. 9 Years Ago. DEFAULT_DATASET_YEAR = "2018". Lex Fridman Political Views, ModuleAttributeError: 'DataParallel' object has no attribute 'custom_function'. How to fix it? Read documentation. Site design / logo 2023 Stack Exchange Inc; user contributions licensed under CC BY-SA. For further reading on AttributeErrors involving the list object, go to the articles: How to Solve Python AttributeError: list object has no attribute split. Tried tracking down the problem but cant seem to figure it out. Pretrained models for Pytorch (Work in progress) The goal of this repo is: to help to reproduce research papers results (transfer learning setups for instance), to access pretrained ConvNets with a unique interface/API inspired by torchvision. DataParallel class torch.nn. Hi, Did you find any workaround for this? I have just followed this tutorial on how to train my own tokenizer. If you are a member, please kindly clap. which transformers_version are you using? Copy link SachinKalsi commented Jul 26, 2021. 1 Like Follow Up: struct sockaddr storage initialization by network format-string. You are saving the wrong tokenizer ;-). AttributeError: 'DataParallel' object has no attribute 'save'. I expect the attribute to be available, especially since the wrapper in Pytorch ensures that all attributes of the wrapped model are accessible. Already on GitHub? torch GPUmodel.state_dict (), modelmodel. . Configuration. Is there any way in Pytorch I might be able to extract the parameters in the pytorch model and use them? If you want to train a language model from scratch on masked language modeling, its in this notebook. tf.keras.models.load_model () There are two formats you can use to save an entire model to disk: the TensorFlow SavedModel format, and the older Keras H5 format . module . File /tmp/pycharm_project_896/agents/pytorch2keras.py, line 147, in Pretrained models for Pytorch (Work in progress) The goal of this repo is: to help to reproduce research papers results (transfer learning setups for instance), to access pretrained ConvNets with a unique interface/API inspired by torchvision. where i is from 0 to N-1. DataParallel (module, device_ids = None, output_device = None, dim = 0) [source] . import urllib.request ModuleAttributeError: 'DataParallel' object has no attribute 'log_weights' NOTE. , pikclesavedfsaveto_pickle import scipy.ndimage So, after training my tokenizer, how do I use it for masked language modelling task? 91 3. The text was updated successfully, but these errors were encountered: @AaronLeong Notably, if you use 'DataParallel', the model will be wrapped in DataParallel(). Wrap the model with model = nn.DataParallel(model). So I replaced the faulty line by the following line using the call method of PyTorch models : translated = model (**batch) but now I get the following error: error packages/transformers/models/pegasus/modeling_pegasus.py", line 1014, in forward or? workbook1.save (workbook1)workbook1.save (excel). Powered by Discourse, best viewed with JavaScript enabled, Data parallelism error for pretrained model, pytorch/pytorch/blob/df8d6eeb19423848b20cd727bc4a728337b73829/torch/nn/parallel/data_parallel.py#L131, device_ids = list(range(torch.cuda.device_count())), self.device_ids = list(map(lambda x: _get_device_index(x, True), device_ids)), self.output_device = _get_device_index(output_device, True), self.src_device_obj = torch.device("cuda:{}".format(self.device_ids[0])). XXX June 3, 2022 . [Sy] HMAC-SHA-256 Python Go to the online courses page on Python to learn more about coding in Python for data science and machine learning. privacy statement. This can be done by either setting CUDA_VISIBLE_DEVICES for every process or by calling: >>> torch.cuda.set_device(i) Copy to clipboard. Yes, try model.state_dict(), see the doc for more info. Have a question about this project? Connect and share knowledge within a single location that is structured and easy to search. If you are trying to access the fc layer in the resnet50 wrapped by the DataParallel model, you can use model.module.fc, as DataParallel stores the provided model as self.module: github.com pytorch/pytorch/blob/df8d6eeb19423848b20cd727bc4a728337b73829/torch/nn/parallel/data_parallel.py#L131 self.module = module self.device_ids = [] return What you should do is use transformers which also integrate this functionality. For further reading on AttributeErrors, go to the article: How to Solve Python AttributeError: numpy.ndarray object has no attribute append. You probably saved the model using nn.DataParallel, which stores the model in module, and now you are trying to load it without DataParallel. AttributeError: 'model' object has no attribute 'copy' Or AttributeError: 'DataParallel' object has no attribute 'copy' Or RuntimeError: module must have its parameters and buffers on device cuda:0 (device_ids[0]) but found At this time, we can load the model in the following way, first build the model, and then load the parameters. only thing I am able to obtaine from this finetuning is a .bin file How to tell which packages are held back due to phased updates.
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