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module 'torch' has no attribute 'cuda

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module 'torch' has no attribute 'cuda

If you encounter an error with "RuntimeError: Couldn't install torch." Why do I get AttributeError: 'NoneType' object has no attribute 'something'? Sorry for late response How do I check if an object has an attribute? - the incident has nothing to do with me; can I use this this way? or in your case: If you don't want to update or if you are not able to do so for some reason. python AttributeError: 'module' object has no attribute 'dumps' pre_dict = {k: v for k, v in pre_dict.items () if k in model_dict} 1. return run(f'"{python}" -c "{code}"', desc, errdesc) Well occasionally send you account related emails. What pytorch version are you using? If you preorder a special airline meal (e.g. What does the "yield" keyword do in Python? Site design / logo 2023 Stack Exchange Inc; user contributions licensed under CC BY-SA. However, the code that works in Ubuntu 20.04, throws this error: I have this version of PyTorch on Ubuntu 20.04: Ideally I want the same code to run across two machines. Already on GitHub? update some extensions, and when I restarted stable. Recovering from a blunder I made while emailing a professor, Linear regulator thermal information missing in datasheet, How to handle a hobby that makes income in US, Minimising the environmental effects of my dyson brain. I just checked that, it's strange it's 0.1.12_1. conda list torch gives me: But, when asking for the torchvision version in Jupyter Notebook, I get: AttributeError: module 'torch.fft' has no attribute 'fftfreq' Hot Network Questions Add circled letters in titles [Bug]: AttributeError: module 'torch' has no attribute 'cuda', https://www.python.org/downloads/release/python-3109/, https://github.com/AUTOMATIC1111/stable-diffusion-webui/releases. You might want to ask pytorch questions on a pytorch forum. Easiest way would be just updating PyTorch to 0.4.0 or higher. Sorry, you must verify to complete this action. For the Nozomi from Shinagawa to Osaka, say on a Saturday afternoon, would tickets/seats typically be available - or would you need to book? Im running from torch.cuda.amp import GradScaler, autocast and got the error as in title. Is CUDA available: True Already on GitHub? WebAttributeError: module 'torch' has no attribute 'cuda' Press any key to continue . AttributeError: module 'torch' has no attribute 'cuda', update some extensions, and when I restarted stable. What is the point of Thrower's Bandolier? . If you sign in, click, Sorry, you must verify to complete this action. venv "C:\ai\stable-diffusion-webui\venv\Scripts\Python.exe" How do I check if an object has an attribute? I read the PyTorch Q&A and there may be some problems about my CUDA, I tried to add --gpu_ids -1 to my code (that is, sh experiments/run_mnist.sh --gpu_ids -1, see the following picture), still exit error. """, def __init__(self, num_classes, pretrained=False): super(C3D, self).__init__() self.conv1 = nn.quantized.Conv3d(3, 64, kernel_size=(3, 3, 3), padding=(1, 1, 1))#..54.14ms self.pool1 = nn.MaxPool3d(kernel_size=(1, 2, 2), stride=(1, 2, 2)), self.conv2 = nn.quantized.Conv3d(64, 128, kernel_size=(3, 3, 3), padding=(1, 1, 1))#**395.749ms** self.pool2 = nn.MaxPool3d(kernel_size=(2, 2, 2), stride=(2, 2, 2)), self.conv3a = nn.quantized.Conv3d(128, 256, kernel_size=(3, 3, 3), padding=(1, 1, 1))#..208.237ms self.conv3b = nn.quantized.Conv3d(256, 256, kernel_size=(3, 3, 3), padding=(1, 1, 1))#***..348.491ms*** self.pool3 = nn.MaxPool3d(kernel_size=(2, 2, 2), stride=(2, 2, 2)), self.conv4a = nn.quantized.Conv3d(256, 512, kernel_size=(3, 3, 3), padding=(1, 1, 1))#..64.714ms self.conv4b = nn.quantized.Conv3d(512, 512, kernel_size=(3, 3, 3), padding=(1, 1, 1))#..169.855ms self.pool4 = nn.MaxPool3d(kernel_size=(2, 2, 2), stride=(2, 2, 2)), self.conv5a = nn.quantized.Conv3d(512, 512, kernel_size=(3, 3, 3), padding=(1, 1, 1))#.27.173ms self.conv5b = nn.quantized.Conv3d(512, 512, kernel_size=(3, 3, 3), padding=(1, 1, 1))#.25.972ms self.pool5 = nn.MaxPool3d(kernel_size=(2, 2, 2), stride=(2, 2, 2), padding=(0, 1, 1)), self.fc6 = nn.Linear(8192, 4096)#21.852ms self.fc7 = nn.Linear(4096, 4096)#.10.288ms self.fc8 = nn.Linear(4096, num_classes)#0.023ms, self.relu = nn.ReLU() self.softmax = nn.Softmax(dim=1), x = self.relu(self.conv1(x)) x = least_squares(self.pool1(x)), x = self.relu(self.conv2(x)) x = least_squares(self.pool2(x)), x = self.relu(self.conv3a(x)) x = self.relu(self.conv3b(x)) x = least_squares(self.pool3(x)), x = self.relu(self.conv4a(x)) x = self.relu(self.conv4b(x)) x = least_squares(self.pool4(x)), x = self.relu(self.conv5a(x)) x = self.relu(self.conv5b(x)) x = least_squares(self.pool5(x)), x = x.view(-1, 8192) x = self.relu(self.fc6(x)) x = self.dropout(x) x = self.relu(self.fc7(x)) x = self.dropout(x), def __init_weight(self): for m in self.modules(): if isinstance(m, nn.Conv3d): init.xavier_normal_(m.weight.data) init.constant_(m.bias.data, 0.01) elif isinstance(m, nn.Linear): init.xavier_normal_(m.weight.data) init.constant_(m.bias.data, 0.01), import torch.nn.utils.prune as prunedevice = torch.device("cuda" if torch.cuda.is_available() else "cpu")model = C3D(num_classes=2).to(device=device)prune.random_unstructured(module, name="weight", amount=0.3), parameters_to_prune = ( (model.conv2, 'weight'), (model.conv3a, 'weight'), (model.conv3b, 'weight'), (model.conv4a, 'weight'), (model.conv4b, 'weight'), (model.conv5a, 'weight'), (model.conv5b, 'weight'), (model.fc6, 'weight'), (model.fc7, 'weight'), (model.fc8, 'weight'),), prune.global_unstructured( parameters_to_prune, pruning_method=prune.L1Unstructured, amount=0.2), --------------------------------------------------------------------------- AttributeError Traceback (most recent call last) in 19 parameters_to_prune, 20 pruning_method=prune.L1Unstructured, ---> 21 amount=0.2 22 ) ~/.local/lib/python3.7/site-packages/torch/nn/utils/prune.py in global_unstructured(parameters, pruning_method, **kwargs) 1017 1018 # flatten parameter values to consider them all at once in global pruning -> 1019 t = torch.nn.utils.parameters_to_vector([getattr(*p) for p in parameters]) 1020 # similarly, flatten the masks (if they exist), or use a flattened vector 1021 # of 1s of the same dimensions as t ~/.local/lib/python3.7/site-packages/torch/nn/utils/convert_parameters.py in parameters_to_vector(parameters) 18 for param in parameters: 19 # Ensure the parameters are located in the same device ---> 20 param_device = _check_param_device(param, param_device) 21 22 vec.append(param.view(-1)) ~/.local/lib/python3.7/site-packages/torch/nn/utils/convert_parameters.py in _check_param_device(param, old_param_device) 71 # Meet the first parameter 72 if old_param_device is None: ---> 73 old_param_device = param.get_device() if param.is_cuda else -1 74 else: 75 warn = False AttributeError: 'function' object has no attribute 'is_cuda', prune.global_unstructured when I use prune.global_unstructure I get that error. If you preorder a special airline meal (e.g. Why does Mister Mxyzptlk need to have a weakness in the comics? Please click the verification link in your email. If you are wondering whether you have a proper CUDA setup, that question belongs on the CUDA setup forum, and the verification steps are provided in the CUDA linux install guide. This is the first time for me to run Pytorch with GPU on a linux machine. Now I'm :) and everything is working fine.. privacy statement. By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. Will Gnome 43 be included in the upgrades of 22.04 Jammy? Can I tell police to wait and call a lawyer when served with a search warrant? AttributeError:partially initialized module 'torch' has no attribute 'cuda' Ask Question Asked Viewed 894 times 0 In the __init__.py of the module named torch Staging Ground Beta 1 Recap, and Reviewers needed for Beta 2, Python error "ImportError: No module named". Asking for help, clarification, or responding to other answers. (Initially, I also got the same error, that was before following this). To figure out the exact issue we need yourcode and steps to test from our end.Could you sharethe entire code and steps in a zip file? I could fix this on the 1.12 branch, but will there be a 1.12.2 release? Can we reopen this issue and maybe get a backport to 1.12? Try removing it then reinstalling. I am actually pruning my model using a particular torch library for pruning then this is what happens model structure device = torch.device("cuda --------------------------------------------------------------------------- AttributeError Traceback (most recent call last) in 1 get_ipython().system('pip3 install torch==1.2.0+cu92 torchvision==0.4.0+cu92 -f https://download.pytorch.org/whl/torch_stable.html') ----> 2 torch.is_cuda AttributeError: module 'torch' has no attribute 'is_cuda'. ROCM used to build PyTorch: N/A, OS: Ubuntu 22.04.1 LTS (x86_64) Thank you. How can this new ban on drag possibly be considered constitutional? Pytorch Simple Linear Sigmoid Network not learning. Traceback (most recent call last): File "D:/anaconda/envs/ml/Lib/site-packages/torch_sparse/__init__.py", line 4, in import torch File "D:\anaconda\envs\ml\lib\site-packages\torch_, File "D:\anaconda\envs\ml\lib\platform.py", line 897, in system return uname().system File "D:\anaconda\envs\ml\lib\platform.py", line 785, in uname node = _node() File "D:\anaconda\envs\ml\lib\platform.py", line 588, in _node import socket File "D:\anaconda\envs\ml\lib\socket.py", line 52, in import os, sys, io, selectors, File "D:\anaconda\envs\ml\lib\selectors.py", line 12, in import select File "D:\anaconda\envs\ml\Lib\site-packages\torch_sparse\select.py", line 1, in from torch_sparse.tensor import SparseTensor File "D:\anaconda\envs\ml\lib\site-packages\torch_sparse_. Can you provide the full error stack trace? Windows. I have same error after install pytorch from channel "soumith" with this command: After reinstalling from pytorch channel all works fine. Try to transform the numpy array to a tensor before calling tensor.cuda () I tried to fix this problems by refering https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix/issues/360 and https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix/issues/67 Tried doing this and got another error =P Dreambooth can suck it. Not the answer you're looking for? I tried to reinstall the pytorch and update to the newest version (1.4.0), still exists error. What is the point of Thrower's Bandolier? Is XNNPACK available: True, Versions of relevant libraries: How can I import a module dynamically given the full path? Command: "C:\ai\stable-diffusion-webui\venv\Scripts\python.exe" -c "import torch; assert torch.cuda.is_available(), 'Torch is not able to use GPU; add --skip-torch-cuda-test to COMMANDLINE_ARGS variable to disable this check'" I'm stuck with this issue and the problem is I cannot use the latest version of pytorch (currently using 1.12+cu11.3). Follow Up: struct sockaddr storage initialization by network format-string, Full text of the 'Sri Mahalakshmi Dhyanam & Stotram'. CUDA used to build PyTorch: 11.6 Installing torch and torchvision Is it possible to rotate a window 90 degrees if it has the same length and width? to your account, Everything was working well, I then proceeded to update some extensions, and when i restarted stable, I got this error message, Already up to date. Hi Franck, Thanks for the update. To figure out the exact issue we need your code and steps to test from our end.Could you share the entire code an class GradScaler(torch.cuda.amp.GradScaler): AttributeError: module torch.cuda has no attribute amp Environment: GPU : RTX 8000 CUDA: 10.0 Pytorch Still get this error--module 'torch._C' has no attribute '_cuda_setDevice', https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix/issues/360, https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix/issues/67, https://github.com/samet-akcay/ganomaly/blob/master/options.py#L40, module 'torch._C' has no attribute '_cuda_setDevice', AttributeError: module 'torch._C' has no attribute '_cuda_setDevice'. File "C:\ai\stable-diffusion-webui\launch.py", line 269, in prepare_environment WebThis package adds support for CUDA tensor types, that implement the same function as CPU tensors, but they utilize GPUs for computation. Error code: 1 First of all usetorch.cuda.is_available() to detemine the CUDA availability also weneed more details tofigure out the issue.Could you provide us the commands and stepsyou followed? This topic was automatically closed 14 days after the last reply. Staging Ground Beta 1 Recap, and Reviewers needed for Beta 2, Calling a function of a module by using its name (a string). For more complete information about compiler optimizations, see our Optimization Notice. You may just comment it out. Does ZnSO4 + H2 at high pressure reverses to Zn + H2SO4? torch torch.rfft torch.irfft torch.rfft rfft ,torch.irfft irfft WebLKML Archive on lore.kernel.org help / color / mirror / Atom feed * [PATCH v38 00/39] LSM: Module stacking for AppArmor [not found] <20220927195421.14713-1-casey.ref@schaufler-ca.com> @ 2022-09-27 19:53 ` Casey Schaufler 2022-09-27 19:53 ` [PATCH v38 01/39] LSM: Identify modules by more than name Casey Schaufler ` (38 more replies) 0 siblings, Error: " 'dict' object has no attribute 'iteritems' ", Getting Nan result out of ResNet101 backbone with Kitti images. Find centralized, trusted content and collaborate around the technologies you use most. prepare_environment() ERROR: No matching distribution found for torch==1.13.1+cu117. In such a case restarting the kernel helps. PyTorch - "Attribute Error: module 'torch' has no attribute 'float', How Intuit democratizes AI development across teams through reusability. rev2023.3.3.43278. You may try updating. Since this issue is not related to Intel Devcloud can we close the case? Nvidia driver version: 510.47.03 Python 3.10.6 (tags/v3.10.6:9c7b4bd, Aug 1 2022, 21:53:49) [MSC v.1932 64 bit (AMD64)] Error code: 1 Hi, Thank you for posting your questions. First of all use torch.cuda.is_available() to detemine the CUDA availability also we need more details Normal boot up. Connect and share knowledge within a single location that is structured and easy to search. How can we prove that the supernatural or paranormal doesn't exist? I am actually pruning my model using a particular torch library for pruning, device = torch.device("cuda" if torch.cuda.is_available() else "cpu")class C3D(nn.Module): """ The C3D network. https://github.com/samet-akcay/ganomaly/blob/master/options.py#L40 How do I check if an object has an attribute? "After the incident", I started to be more careful not to trip over things. Is there a single-word adjective for "having exceptionally strong moral principles"? Why does Mister Mxyzptlk need to have a weakness in the comics? Please edit your question with the full stack trace (and remove your comments). However, the error is not fatal. 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. @emailweixu please reopen if error repros on pytorch 1.13. I will spend some more time digging into this but. File "C:\ai\stable-diffusion-webui\launch.py", line 89, in run Otherwise already loaded modules are omitted during import and changes are not applied. What By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. . Do you know how I can fix it? To learn more, see our tips on writing great answers. torch.cuda.amp is available in the nightly binaries, so you would have to update. AttributeError: module 'torch._C' has no attribute '_cuda_setDevice' facebookresearch/detr#346 marco-rudolph mentioned this issue on Sep 1, 2021 error I'm using Windows, conda environment, installed Pytorch-1.7.1, Torchvision-0.8.2, Cuda-Toolkit-11.0 > all compatible. Sign in Making statements based on opinion; back them up with references or personal experience. To subscribe to this RSS feed, copy and paste this URL into your RSS reader. You may just comment it out. As you can see, the command you used to install pytorch is different from the one here. You signed in with another tab or window. I tried to reproduce the code from https://github.com/samet-akcay/ganomaly and run the commands in the git bash software. Hi, Could you give us an update? Very strange. For more complete information about compiler optimizations, see our Optimization Notice. What else should I do to get right running? Later in the night i did the same and got the same error. torch.cuda.amptorch1.6torch1.4 1.7.1 torch cannot detect cuda anymore, most likely you'll need to reinstall torch. Have a question about this project? As you did not include a full error traceback I can only conjecture what the problem is. I just got the following error when attempting to use amp. This 100% happened after an extension update. Shouldn't this install latest version? How would "dark matter", subject only to gravity, behave? You may re-send via your. https://pytorch.org/. stderr: Traceback (most recent call last): Batch split images vertically in half, sequentially numbering the output files, Euler: A baby on his lap, a cat on his back thats how he wrote his immortal works (origin? AnacondatorchAttributeError: module 'torch' has no attribute 'irfft'module 'torch' has no attribute 'no_grad' New replies are no longer allowed. What video game is Charlie playing in Poker Face S01E07? This is kind of confusing because the traceback then shows an error which doesn't make sense for the given line. File "C:\ai\stable-diffusion-webui\launch.py", line 272, in prepare_environment BTW, I have to close this issue because it's not a problem of this repo. How to use Slater Type Orbitals as a basis functions in matrix method correctly? To figure out the exact issue we need yourcode and steps to test from our end.Could you sharethe entire code and steps in a zip file? raise RuntimeError(f"""{errdesc or 'Error running command'}. What's the difference between a Python module and a Python package? . Asking for help, clarification, or responding to other answers. [pip3] numpy==1.23.4 Thanks a lot! It seems part of these problems have been solved and the data is automatically downloaded when I run the codes. By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. I am actually pruning my model using a particular torch library for pruning, device = torch.device("cuda" if torch.cuda.is_available() else "cpu")class C3D(nn.Module): """ The C3D network. 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. It's better to ask on https://github.com/samet-akcay/ganomaly. raise RuntimeError(message) It should install the latest version. with torch.autocast ('cuda'): AttributeError: module 'torch' has no attribute 'autocast' I have this version of PyTorch on Ubuntu 20.04: python Python 3.8.10 (default, prepare_environment() I got this error when working with Pytorch 1.12, but the error eliminated with Pytorch 1.10. 3cuda 4killpidnvidia-smigpu 5pytorch pytorchcuda torch : 1.12.1/ python: 3.7.6 / cuda : So probably you either have somewhere used torch.float in your code or you have imported some code with torch.float. Is there a single-word adjective for "having exceptionally strong moral principles"? MIOpen runtime version: N/A Making statements based on opinion; back them up with references or personal experience. By clicking Sign up for GitHub, you agree to our terms of service and to your account, On a machine with PyTorch version: 1.12.1+cu116, running the following code gets error message module 'torch.cuda' has no attribute '_UntypedStorage'. By clicking Sign up for GitHub, you agree to our terms of service and Clang version: Could not collect What should have happened? cuDNN version: Could not collect Did any DOS compatibility layers exist for any UNIX-like systems before DOS started to become outmoded? It is lazily initialized, so you can Implement Seek on /dev/stdin file descriptor in Rust. Please click the verification link in your email. . I have two machines that I need to check my code across one is Ubuntu 18.04 and the other is Ubuntu 20.04. The text was updated successfully, but these errors were encountered: I don't think the function torch._C._cuda_setDevice or torch.cuda.set_device is available in a cpu-only build. By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. GPU models and configuration: GPU 0: NVIDIA GeForce RTX 3090 You can download 3.10 Python from here: https://www.python.org/downloads/release/python-3109/, Alternatively, use a binary release of WebUI: https://github.com/AUTOMATIC1111/stable-diffusion-webui/releases, Python 3.11.0 (main, Oct 24 2022, 18:26:48) [MSC v.1933 64 bit (AMD64)] d8ahazard/sd_dreambooth_extension#931. Help for those needing help starting or connecting to the Intel DevCloud, The Intel sign-in experience has changed to support enhanced security controls. This happened to me too the last dreambooth update made some requirements change that screwed the python environment. AttributeError:partially initialized module 'torch' has no attribute 'cuda', How Intuit democratizes AI development across teams through reusability. Why are Suriname, Belize, and Guinea-Bissau classified as "Small Island Developing States"? if update to an extension did this, please let us know - in my book, that kind of behavior is borderline hostile as extension should NOT change core libraries, only libraries that are extra for that extension. GCC version: (Ubuntu 11.3.0-1ubuntu1~22.04) 11.3.0 If you don't want to update or if you are not able to do so for some reason. HIP runtime version: N/A Please put it in a comment as you might get down-voted, AttributeError: module 'torch' has no attribute 'device', https://pytorch.org/tutorials/beginner/deep_learning_60min_blitz.html, How Intuit democratizes AI development across teams through reusability. AC Op-amp integrator with DC Gain Control in LTspice. With the more extensive dataset, I receive the AttributeError in the subject header and RuntimeError: Pin memory threat exited unexpectedly after 8 iterations. File "C:\ai\stable-diffusion-webui\launch.py", line 129, in run_python profile. Does your environment recognize torch.cuda? The text was updated successfully, but these errors were encountered: This problem doesn't exist in the newer pytorch 1.13. """, def __init__(self, num_classes, pretrained=False): super(C3D, self).__init__() self.conv1 = nn.quantized.Conv3d(3, 64, kernel_size=(3, 3, 3), padding=(1, 1, 1))#..54.14ms self.pool1 = nn.MaxPool3d(kernel_size=(1, 2, 2), stride=(1, 2, 2)), self.conv2 = nn.quantized.Conv3d(64, 128, kernel_size=(3, 3, 3), padding=(1, 1, 1))#**395.749ms** self.pool2 = nn.MaxPool3d(kernel_size=(2, 2, 2), stride=(2, 2, 2)), self.conv3a = nn.quantized.Conv3d(128, 256, kernel_size=(3, 3, 3), padding=(1, 1, 1))#..208.237ms self.conv3b = nn.quantized.Conv3d(256, 256, kernel_size=(3, 3, 3), padding=(1, 1, 1))#***..348.491ms*** self.pool3 = nn.MaxPool3d(kernel_size=(2, 2, 2), stride=(2, 2, 2)), self.conv4a = nn.quantized.Conv3d(256, 512, kernel_size=(3, 3, 3), padding=(1, 1, 1))#..64.714ms self.conv4b = nn.quantized.Conv3d(512, 512, kernel_size=(3, 3, 3), padding=(1, 1, 1))#..169.855ms self.pool4 = nn.MaxPool3d(kernel_size=(2, 2, 2), stride=(2, 2, 2)), self.conv5a = nn.quantized.Conv3d(512, 512, kernel_size=(3, 3, 3), padding=(1, 1, 1))#.27.173ms self.conv5b = nn.quantized.Conv3d(512, 512, kernel_size=(3, 3, 3), padding=(1, 1, 1))#.25.972ms self.pool5 = nn.MaxPool3d(kernel_size=(2, 2, 2), stride=(2, 2, 2), padding=(0, 1, 1)), self.fc6 = nn.Linear(8192, 4096)#21.852ms self.fc7 = nn.Linear(4096, 4096)#.10.288ms self.fc8 = nn.Linear(4096, num_classes)#0.023ms, self.relu = nn.ReLU() self.softmax = nn.Softmax(dim=1), x = self.relu(self.conv1(x)) x = least_squares(self.pool1(x)), x = self.relu(self.conv2(x)) x = least_squares(self.pool2(x)), x = self.relu(self.conv3a(x)) x = self.relu(self.conv3b(x)) x = least_squares(self.pool3(x)), x = self.relu(self.conv4a(x)) x = self.relu(self.conv4b(x)) x = least_squares(self.pool4(x)), x = self.relu(self.conv5a(x)) x = self.relu(self.conv5b(x)) x = least_squares(self.pool5(x)), x = x.view(-1, 8192) x = self.relu(self.fc6(x)) x = self.dropout(x) x = self.relu(self.fc7(x)) x = self.dropout(x), def __init_weight(self): for m in self.modules(): if isinstance(m, nn.Conv3d): init.xavier_normal_(m.weight.data) init.constant_(m.bias.data, 0.01) elif isinstance(m, nn.Linear): init.xavier_normal_(m.weight.data) init.constant_(m.bias.data, 0.01), import torch.nn.utils.prune as prunedevice = torch.device("cuda" if torch.cuda.is_available() else "cpu")model = C3D(num_classes=2).to(device=device)prune.random_unstructured(module, name="weight", amount=0.3), parameters_to_prune = ( (model.conv2, 'weight'), (model.conv3a, 'weight'), (model.conv3b, 'weight'), (model.conv4a, 'weight'), (model.conv4b, 'weight'), (model.conv5a, 'weight'), (model.conv5b, 'weight'), (model.fc6, 'weight'), (model.fc7, 'weight'), (model.fc8, 'weight'),), prune.global_unstructured( parameters_to_prune, pruning_method=prune.L1Unstructured, amount=0.2), --------------------------------------------------------------------------- AttributeError Traceback (most recent call last) in 19 parameters_to_prune, 20 pruning_method=prune.L1Unstructured, ---> 21 amount=0.2 22 ) ~/.local/lib/python3.7/site-packages/torch/nn/utils/prune.py in global_unstructured(parameters, pruning_method, **kwargs) 1017 1018 # flatten parameter values to consider them all at once in global pruning -> 1019 t = torch.nn.utils.parameters_to_vector([getattr(*p) for p in parameters]) 1020 # similarly, flatten the masks (if they exist), or use a flattened vector 1021 # of 1s of the same dimensions as t ~/.local/lib/python3.7/site-packages/torch/nn/utils/convert_parameters.py in parameters_to_vector(parameters) 18 for param in parameters: 19 # Ensure the parameters are located in the same device ---> 20 param_device = _check_param_device(param, param_device) 21 22 vec.append(param.view(-1)) ~/.local/lib/python3.7/site-packages/torch/nn/utils/convert_parameters.py in _check_param_device(param, old_param_device) 71 # Meet the first parameter 72 if old_param_device is None: ---> 73 old_param_device = param.get_device() if param.is_cuda else -1 74 else: 75 warn = False AttributeError: 'function' object has no attribute 'is_cuda', prune.global_unstructured when I use prune.global_unstructure I get that error. i actually reported that to dreambooth extension author 3 weeks ago and got told off. File "C:\ai\stable-diffusion-webui\launch.py", line 360, in [pip3] torch==1.12.1+cu116 The default one installed is only with CPU support. How do/should administrators estimate the cost of producing an online introductory mathematics class?

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