repo stringclasses 147
values | number int64 1 172k | title stringlengths 2 476 | body stringlengths 0 5k | url stringlengths 39 70 | state stringclasses 2
values | labels listlengths 0 9 | created_at timestamp[ns, tz=UTC]date 2017-01-18 18:50:08 2026-01-06 07:33:18 | updated_at timestamp[ns, tz=UTC]date 2017-01-18 19:20:07 2026-01-06 08:03:39 | comments int64 0 58 ⌀ | user stringlengths 2 28 |
|---|---|---|---|---|---|---|---|---|---|---|
huggingface/sentence-transformers | 497 | What is the meaning of warmup_steps when I fine-tune the model, can I remove it? | ```python
evaluator = evaluation.EmbeddingSimilarityEvaluator(sentences1, sentences2, scores)
# Define your train dataset, the dataloader and the train loss
train_dataset = SentencesDataset(train_data, model)
train_dataloader = DataLoader(train_dataset, shuffle=True, batch_size=32)
train_loss = losses.CosineSimila... | https://github.com/huggingface/sentence-transformers/issues/497 | closed | [] | 2020-10-14T10:03:43Z | 2020-10-14T10:31:27Z | null | wmathor |
pytorch/vision | 2,804 | loss后面括号是什么Epoch: [0] [ 440/3560] eta: 0:22:22 lr: 0.00997769948251307 loss: 0.5050 (0.8583) | ## ❓ Questions and Help
### Please note that this issue tracker is not a help form and this issue will be closed.
We have a set of [listed resources available on the website](https://pytorch.org/resources). Our primary means of support is our discussion forum:
- [Discussion Forum](https://discuss.pytorch.org/)... | https://github.com/pytorch/vision/issues/2804 | closed | [
"question"
] | 2020-10-14T06:19:14Z | 2020-10-14T08:19:45Z | null | ghost |
huggingface/sentence-transformers | 494 | what is the license for this repository? | https://github.com/huggingface/sentence-transformers/issues/494 | closed | [] | 2020-10-12T09:31:41Z | 2020-10-12T09:32:15Z | null | pinkeshbadjatiya | |
huggingface/transformers | 7,727 | what is the perplexity of distilbert-base-uncased ? | # ❓ Questions & Help
## Details
In the [readme](https://github.com/huggingface/transformers/tree/master/examples/distillation) , it is said that distilbert-base-uncased is pretraind on the same data used to pretrain Bert, so I wonder what is the final perplexity or cross entropy of the pretrain?
| https://github.com/huggingface/transformers/issues/7727 | closed | [
"wontfix"
] | 2020-10-12T09:11:49Z | 2020-12-20T13:34:47Z | null | OleNet |
pytorch/vision | 2,788 | Error with torchvision.io.read_image with models | ## 🐛 Bug
## To Reproduce
Steps to reproduce the behaviour:
Here is simple code to reproduce the error.
Notice that I'm not passing any transforms to image. Since `torchvision.io.read_image` w... | https://github.com/pytorch/vision/issues/2788 | closed | [
"question",
"module: transforms"
] | 2020-10-11T09:51:20Z | 2023-12-16T16:40:18Z | null | oke-aditya |
pytorch/pytorch | 46,137 | How to build on Arch Linux | # How to build on Arch Linux
Build from source doco:
https://github.com/pytorch/pytorch#from-source
## Cheat sheet:
Create new environment:
```
conda update -n base conda
conda create --name pytorch-build
activate pytorch-build
```
Install dependencies listed here:
https://github.com/pytorch/pytorch#in... | https://github.com/pytorch/pytorch/issues/46137 | closed | [] | 2020-10-10T07:33:32Z | 2020-10-12T04:37:49Z | null | HaleTom |
pytorch/pytorch | 46,081 | where is the Source Code of torch.mode operator? | Hi, Developers,
I use PyTorch 1.5 (build from source code) and want to check the source code of the implementation of **torch.mode**.
However, I cannot find the **THFloatTensor_mode(values_, indices_, self_, dim, keepdim)**, where is it?
Really want to get your reply.
| https://github.com/pytorch/pytorch/issues/46081 | closed | [] | 2020-10-09T06:43:35Z | 2020-10-10T08:42:08Z | null | ddummkopfer |
pytorch/serve | 712 | how to register model present in local file system | I have `my-model`, present in `/path/to/models`; the path is local file system path.
**command to start `torchserve`**: `docker run -p 8080:8080 -p 8081:8081 --name my-serve pytorch/torchserve:0.2.0-cpu`
Then when I try to register `my-model` -> `curl -X POST "http://localhost:8081/models?url=/path/to/models/my-m... | https://github.com/pytorch/serve/issues/712 | closed | [
"triaged_wait"
] | 2020-10-06T10:29:33Z | 2020-10-06T14:01:18Z | null | paniabhisek |
pytorch/pytorch | 45,856 | What option(USE_NNAPI "Use NNAPI") is used for? | Hello all,
there is an `option(USE_NNAPI "Use NNAPI" OFF)` within [CMakeLists.txt#L179](https://github.com/pytorch/pytorch/blob/cf48872d28f945d47793f63e19c54dd15bf580f7/CMakeLists.txt#L179)
I'd like to know if this option is on, what is in this case enabled?
I do have a device with NN-API driver - is this help ... | https://github.com/pytorch/pytorch/issues/45856 | closed | [] | 2020-10-05T18:08:27Z | 2020-10-05T21:19:31Z | null | peter197321 |
pytorch/elastic | 130 | How to programmatically determine if a training job has finished using `kubectl`? | ## ❓ Questions and Help
How to programmatically determine if a training job has finished using `kubectl`?
The field `status.replicaStatuses.Worker.succeeded` seems to indicate the number of succeeded pods.
How does one determine if the whole job has succeeded?
This is useful when the training job is part of a wor... | https://github.com/pytorch/elastic/issues/130 | closed | [] | 2020-10-03T06:12:30Z | 2020-10-28T08:18:54Z | null | darthsuogles |
pytorch/pytorch | 45,797 | How to set a correct random seed? |
Hi, I am using pytorch==1.3/1.1 with 4/2 GPUs to training network.
I use the following code to set random seed at the beginning of program:
`
def seed_torch(seed=1029):
random.seed(seed)
os.environ['PYTHONHASHSEED'] = str(seed)
np.random.seed(seed)
torch.manual_seed(seed)
torch.cuda.manual... | https://github.com/pytorch/pytorch/issues/45797 | closed | [] | 2020-10-03T02:49:13Z | 2020-10-05T20:47:56Z | null | densechen |
pytorch/serve | 711 | [Question] How to debug custom handlers? | Hi! I am very excited about torch serve, so thanks to all contributors to this awesome tool!
I have already run my custom model with custom postprocessing and here is a question that I am struggling to find an answer on. Any help would be very appreciated!
Question:
How to debug my custom handlers? In other words... | https://github.com/pytorch/serve/issues/711 | open | [
"triaged_wait"
] | 2020-10-02T18:38:28Z | 2023-04-14T00:06:23Z | null | veronikayurchuk |
pytorch/vision | 2,740 | ValueError: All bounding boxes should have positive height and width. Found invaid box [500.728515625, 533.3333129882812, 231.10546875, 255.2083282470703] for target at index 0. | i am training detecto for custom object detection. anyone who can help me as soon as possible. i will be very grateful to you.
here is the code.
from detecto import core, utils, visualize
dataset = core.Dataset('content/sample_data/newdataset/car/images/')
model = core.Model(['car'])
model.fit(dat... | https://github.com/pytorch/vision/issues/2740 | closed | [
"question",
"topic: object detection"
] | 2020-10-02T06:11:29Z | 2024-05-13T09:19:30Z | null | kashf99 |
pytorch/serve | 706 | How to serve model trained over mmdetection framework? | I have trained my model using the MMdetection framework. After training the model, I have a checkpoint file in the .pth format and config file which helps in making inference/prediction. To draw an inference or making prediction steps take the following lines to generate predictions-
from mmdet.apis import init... | https://github.com/pytorch/serve/issues/706 | closed | [
"bug",
"triaged_wait"
] | 2020-09-30T10:36:39Z | 2022-07-30T13:40:08Z | null | Atul997 |
pytorch/tutorials | 1,171 | Efficiency of dcgan tutorial | When I run the [dcgan_faces_tutorial.py](https://github.com/pytorch/tutorials/blob/master/beginner_source/dcgan_faces_tutorial.py) script, I have noticed that two python processes are created on the CPU according to the top command.
```
27062 mahmood 20 0 9404132 1.5g 90116 D 31.9 1.6 5:55.09 python3
... | https://github.com/pytorch/tutorials/issues/1171 | closed | [
"question",
"module: vision",
"docathon-h1-2023",
"medium"
] | 2020-09-29T12:21:24Z | 2023-06-01T07:18:28Z | null | mahmoodn |
pytorch/examples | 830 | imagenet how to download the classicication dataset? | https://github.com/pytorch/examples/issues/830 | closed | [] | 2020-09-29T07:05:24Z | 2022-03-09T21:31:26Z | null | henbucuoshanghai | |
pytorch/text | 1,013 | How to pass new pre-trained embeddings while sharing the same vocabulary across torchtext.Field? | ## ❓ Questions and Help
**Description**
I was trying to concatenate two embedding layers in my CNN from two different pre-trained embeddings, before applying my convolutions.
Here's the basic workflow:
# Load pre-trained embeddings (dim=100)
from torchtext.vocab import Vectors
vectors_amazon = V... | https://github.com/pytorch/text/issues/1013 | open | [
"legacy"
] | 2020-09-28T17:27:14Z | 2020-10-05T13:38:07Z | null | jacopo-repossi |
pytorch/vision | 2,717 | What's the pretrained_settings for r2plus1d_18? | ## ❓ Questions and Help
### Please note that this issue tracker is not a help form and this issue will be closed.
We have a set of [listed resources available on the website](https://pytorch.org/resources). Our primary means of support is our discussion forum:
- [Discussion Forum](https://discuss.pytorch.org/)... | https://github.com/pytorch/vision/issues/2717 | closed | [
"question",
"module: models",
"module: video"
] | 2020-09-28T12:00:52Z | 2020-09-29T12:20:12Z | null | XinyuLyu |
pytorch/vision | 2,711 | Test the model with an image | Hello
I compressed Mask R-CNN and finished the training, but the checkpoint (.pth) is different from the regular one, what can I do if I want to load the checkpoint to Mask R-CNN to test its speed with a new image? Thank you! | https://github.com/pytorch/vision/issues/2711 | closed | [
"question",
"module: models",
"topic: object detection"
] | 2020-09-27T16:26:52Z | 2020-09-28T10:00:04Z | null | jiaerfei |
pytorch/pytorch | 45,387 | How to build from a release tar package ? | Hi, I download newest release tar package and find it can not build pytorch, Can anyone help meo build this release version from source?
```
wget https://github.com/pytorch/pytorch/archive/v1.6.0.tar.gz
tar xf v1.6.0.tar.gz
cd pytorch-1.6.0
python3 setup.py install
```
output:
fatal: not a git repository (o... | https://github.com/pytorch/pytorch/issues/45387 | closed | [
"module: binaries",
"triaged"
] | 2020-09-27T03:09:03Z | 2020-09-29T19:11:21Z | null | haoren3696 |
pytorch/pytorch | 45,386 | How to convert pytorch model to Nvidia faster transformer? | Hi, i want to detect Bert model structure in pytorch model and convert the structure by Nvidia faster transformer op automatically.
Is there any existing project? If not, i want to develop one, so should i develop on origin pytorch or TorchScript? Should i develop a pass to detect Bert in TorchScript IR and replace it... | https://github.com/pytorch/pytorch/issues/45386 | closed | [] | 2020-09-27T02:08:14Z | 2020-09-28T15:56:34Z | null | wangxiang2713 |
pytorch/examples | 826 | language model bug? | https://github.com/pytorch/examples/blob/master/word_language_model/data.py#L46
on the last iteration of the loop ids holds onto the tensor before catting idss but no other iteration of ids is.
I get significantly better results after adding:
ids = []
Before catting idss into ids. | https://github.com/pytorch/examples/issues/826 | closed | [] | 2020-09-25T18:14:49Z | 2020-09-25T18:44:08Z | 0 | wesboyt |
pytorch/tutorials | 1,166 | Char RNN classification with batch size | I'm replicating [this example](https://github.com/pytorch/tutorials/blob/master/intermediate_source/char_rnn_classification_tutorial.py) for a **classification** with a **char-rnn**.
```python
for iter in range(1, n_iters + 1):
category, line, category_tensor, line_tensor = randomTrainingExample()
output, l... | https://github.com/pytorch/tutorials/issues/1166 | closed | [
"question",
"Text"
] | 2020-09-25T17:57:29Z | 2024-12-11T17:57:11Z | null | paulthemagno |
pytorch/pytorch | 45,331 | How to print C++ log like GRAPH_DEBUG? | ## ❓ Questions and Help
### Please note that this issue tracker is not a help form and this issue will be closed.
We have a set of [listed resources available on the website](https://pytorch.org/resources). Our primary means of support is our discussion forum:
- [Discussion Forum](https://discuss.pytorch.org/)... | https://github.com/pytorch/pytorch/issues/45331 | closed | [] | 2020-09-25T06:37:24Z | 2020-09-25T14:36:45Z | null | liym27 |
pytorch/pytorch | 45,328 | How long would it takes for pytorch cuda version to support RTX30 series? | ## 🚀 Feature
As the title. When would pytorch cuda version support RTX30 series? | https://github.com/pytorch/pytorch/issues/45328 | closed | [] | 2020-09-25T05:55:51Z | 2020-10-04T10:58:05Z | null | GregXu247 |
pytorch/pytorch | 45,266 | how to register hook on +, - ,*, / or how to get the input of them? | ## ❓ Questions and Help
### Please note that this issue tracker is not a help form and this issue will be closed.
We have a set of [listed resources available on the website](https://pytorch.org/resources). Our primary means of support is our discussion forum:
- [Discussion Forum](https://discuss.pytorch.org/)... | https://github.com/pytorch/pytorch/issues/45266 | closed | [] | 2020-09-24T09:20:57Z | 2020-09-25T15:08:27Z | null | Stick-To |
pytorch/tutorials | 1,163 | How do I go back to the old view of the site | Hi, I like the old version of the Pytorch website on the tutorial that I can view everything at once. But now they changed that I can only view like 7 to 5 of it on one page. How do I go back to the old one? | https://github.com/pytorch/tutorials/issues/1163 | open | [] | 2020-09-21T09:32:53Z | 2020-09-21T09:32:53Z | null | AliceSum |
pytorch/pytorch | 45,059 | How to view C++ error report stack of pytorch? | ## ❓ Questions and Help
### Please note that this issue tracker is not a help form and this issue will be closed.
We have a set of [listed resources available on the website](https://pytorch.org/resources). Our primary means of support is our discussion forum:
- [Discussion Forum](https://discuss.pytorch.org/)... | https://github.com/pytorch/pytorch/issues/45059 | closed | [
"triaged"
] | 2020-09-21T09:09:54Z | 2020-09-22T16:28:17Z | null | liym27 |
pytorch/xla | 2,502 | How to prevent cyclic computation graph in torch xla multiprocessing? | ## ❓ Questions and Help
Hi,
I am trying to build a dynamics simulator software on the TPU. On the high level, it basically needs to do this (I have pre-trained the model separately elsewhere):
```
for i in range(num_of_step):
forces = model(positions)
new_positions = update_functions(forces, positions... | https://github.com/pytorch/xla/issues/2502 | closed | [
"stale"
] | 2020-09-20T00:10:10Z | 2020-11-02T01:19:35Z | null | jpmailoa |
pytorch/tutorials | 1,162 | Problem of QAT Demo? | When i try PyTorch QAT Demo [GitHub File](https://github.com/pytorch/tutorials/blob/master/advanced_source/static_quantization_tutorial.py) [Webpage](https://pytorch.org/tutorials/advanced/static_quantization_tutorial.html#quantization-aware-training), i want to know how to find the scale and zero_point of the activati... | https://github.com/pytorch/tutorials/issues/1162 | closed | [] | 2020-09-19T13:53:34Z | 2020-09-20T13:05:45Z | 0 | wZuck |
pytorch/pytorch | 44,924 | How to get the information like the output of Model.get_config() in keras? | ## ❓ Questions and Help
### Please note that this issue tracker is not a help form and this issue will be closed.
We have a set of [listed resources available on the website](https://pytorch.org/resources). Our primary means of support is our discussion forum:
- [Discussion Forum](https://discuss.pytorch.org/)... | https://github.com/pytorch/pytorch/issues/44924 | closed | [] | 2020-09-18T00:54:18Z | 2020-09-21T16:01:05Z | null | Stick-To |
pytorch/java-demo | 15 | any instructions on how to use the downloaded libtorch in Maven project? | I am not familiar with Maven and I want to get some help on how to use the same libtorch in a Maven project, could anyone give me some hint? | https://github.com/pytorch/java-demo/issues/15 | closed | [] | 2020-09-17T07:02:53Z | 2021-07-19T19:11:47Z | null | xiaonanchong |
pytorch/examples | 822 | Gradient vanishing of G in the DCGAN example | Hello,
I have trained the DCGAN with the default hyper-parameter settings on the downloaded "img_align_celeba" dataset (recommended in the tutorial). However, the results reveal strong gradient vanishing of G. While Loss_D keeps decreasing towards 0, Loss_G grows high (towards 100).
It seems that D is trained so... | https://github.com/pytorch/examples/issues/822 | open | [
"help wanted"
] | 2020-09-11T14:02:58Z | 2022-03-09T21:32:12Z | 0 | zhan4817 |
pytorch/serve | 681 | how to deploy sentence transformer model which has bert-base-nli-mean-tokens weights using torchserve | i tried so many times to deploy my model using torchserve , it did not work
sometimes it is coming like this
2020-09-11 10:41:02,757 [INFO ] W-9004-encoder_model_1.0-stdout org.pytorch.serve.wlm.WorkerLifeCycle - File "/tmp/models/a7e46f396a6348deba9e844a002f7b36/handler.py", line 61, in handle
2020-09-11 10:... | https://github.com/pytorch/serve/issues/681 | closed | [
"triaged_wait"
] | 2020-09-11T05:16:34Z | 2021-11-06T07:00:17Z | null | mgeethabhargava |
pytorch/pytorch | 44,460 | How to package pytorch with the file build from source. | ## ❓ Questions and Help
I've noticed in https://github.com/pytorch/pytorch/issues/31285 that pytorch only compile binaries for NV cards with CC 3.7 and up. Now i've build pytorch from source on my machine. Is there any way to package it into a new pip image please？ Thanks a lot.
cc @malfet @seemethere @walterdd... | https://github.com/pytorch/pytorch/issues/44460 | closed | [
"module: build",
"triaged"
] | 2020-09-10T08:18:15Z | 2022-10-20T22:55:01Z | null | Abbyyan |
pytorch/pytorch | 44,448 | How to print optimized IR? | I read Pytorch 1.6 code: torch/csrc/jit/runtime/graph_executor.cpp, and see:
```
Inline(*opt_graph);
GRAPH_DEBUG("After Inline, before LowerGradOf\n", *opt_graph);
LowerGradOf(*opt_graph);
GRAPH_DEBUG(
"After LowerGradOf, before specializeAutogradZero\n", *opt_graph);
```
I want to print optimized IR, so i ... | https://github.com/pytorch/pytorch/issues/44448 | closed | [
"oncall: jit"
] | 2020-09-10T03:02:33Z | 2020-09-16T03:16:38Z | null | wangxiang2713 |
pytorch/pytorch | 44,377 | How to get optimized IR? | ## How to get optimized IR?
Hi, i can get torch_script IR by print(script.grah), and i know the IR will be optimized several times while running.
So how can i get all of optimized IR while running torchscript code? Thankyou.
| https://github.com/pytorch/pytorch/issues/44377 | closed | [] | 2020-09-09T11:55:03Z | 2020-09-09T14:41:25Z | null | wangxiang2713 |
pytorch/pytorch | 44,353 | DDP training with syncBatchNorm，how to catch and handle the exception in training processes? | When training with the DDP and syncBatchNorm, one process runing on one GPU, When I catch the gpu OOM exception, the training is blocked. What should we do?
My code is following, when OOM exception occurs in one process, I just ignore this batch, the training phase continue.
```
for i, (inputs, targets) in enumera... | https://github.com/pytorch/pytorch/issues/44353 | closed | [
"oncall: distributed",
"triaged"
] | 2020-09-09T01:53:41Z | 2020-09-10T02:44:35Z | null | eeewhe |
pytorch/vision | 2,652 | Image to Tensor data | Library: **pytorch_java_only-1.6.0**
I want to convert BufferedImage/File to Tensor data, is there some method or library for this?
Python solution:
```
image = Image.open(image_path)
image = image.convert('RGB')
transform = Compose([ToTensor()])
image = transform(image)
image = image.view(1, 3, 64, 64)... | https://github.com/pytorch/vision/issues/2652 | closed | [
"question"
] | 2020-09-07T21:19:22Z | 2020-09-09T13:14:49Z | null | beeqwe |
pytorch/pytorch | 44,279 | How to use CUDA Dynamic Parallelism in PyTorch CPP extension? | I found discussions at discuss.pytorch.org . But there is still no solution now.
Here is the error message:
```
error: kernel launch from __device__ or __global__ functions requires separate compilation mode
```
and
```
error: a __device__ function call cannot be configured
```
Thanks.
cc @ngimel | https://github.com/pytorch/pytorch/issues/44279 | open | [
"module: cuda",
"triaged"
] | 2020-09-07T10:55:28Z | 2021-09-18T11:30:15Z | null | qinjian623 |
pytorch/examples | 821 | Recommended RAM for training ResNeXt-101? | I am training a ResNeXt-101 model in an end-to-end manner on a version of ImageNet with 13k classes (using the method presented of the ImageNet Shuffle paper). This version contains around 12 M images. My machine has a single NVIDIA GeForce RTX 2080, intel i5 9400 and 16 GB of RAM. I am deploying 4 workers for this tas... | https://github.com/pytorch/examples/issues/821 | closed | [] | 2020-09-07T08:40:05Z | 2022-03-09T21:36:05Z | 1 | AlexMetsai |
pytorch/vision | 2,647 | rgb2hsv bug in functional_tensor.py. | https://github.com/pytorch/vision/blob/bb88c4520b835e79d5d3c4423eb7ff7c26fa2043/torchvision/transforms/functional_tensor.py#L429-L442
As stated in the comments, when `r=g=b`, the calculation of `h` is expected to be value `6`. However, in the current implementation, only `hr` will be counted in, because `hg` and `hr... | https://github.com/pytorch/vision/issues/2647 | closed | [
"question",
"module: transforms"
] | 2020-09-07T03:34:24Z | 2020-09-09T10:08:37Z | null | yelantf |
pytorch/pytorch | 44,265 | How to run a simple benchmark test on a custom RNN? | Say I have a custom LSTM cell... how can I use this repository to run a simple benchmark test on that? | https://github.com/pytorch/pytorch/issues/44265 | closed | [
"triaged"
] | 2020-09-06T20:11:40Z | 2020-09-09T16:37:19Z | null | slerman12 |
pytorch/benchmark | 73 | Add docs on how to profile benchmark models | https://github.com/pytorch/benchmark/issues/73 | closed | [] | 2020-09-02T21:10:29Z | 2023-07-26T18:51:23Z | null | wconstab | |
pytorch/TensorRT | 181 | ❓ [Question] Is the module compiled by TRTorch thread safe? | Hi
If the native torchscript module is thread safe when its `forward` function is called from multithread, would the module compiled by TRTorch be thread safe? | https://github.com/pytorch/TensorRT/issues/181 | closed | [
"feature request",
"question"
] | 2020-09-02T10:34:46Z | 2021-11-11T01:23:36Z | null | uni19 |
pytorch/pytorch | 43,946 | How to use torch.nn.SyncBatchNorm and torch.uitls.checkpoint together |
When I use net = torch.nn.SyncBatchNorm.convert_sync_batchnorm(net) to convert model,and use torch.uitls.checkpoint in model ,loss backward, It seems to be stuck in process communication | https://github.com/pytorch/pytorch/issues/43946 | closed | [] | 2020-09-01T09:29:37Z | 2020-09-01T09:47:25Z | null | devilztt |
huggingface/transformers | 6,790 | What is the size of the context window in the 'openai-gpt' pre-trained model? | What is the size of the context window in the 'openai-gpt' pre-trained model?
# ❓ Questions & Help
<!-- The GitHub issue tracker is primarly intended for bugs, feature requests,
new models and benchmarks, and migration questions. For all other questions,
we direct you to the Hugging Face forum: https://... | https://github.com/huggingface/transformers/issues/6790 | closed | [
"wontfix"
] | 2020-08-28T09:17:02Z | 2020-11-07T05:42:47Z | null | lzl19971215 |
pytorch/serve | 654 | How to change Temp Directory? | ## 📚 Documentation
<!-- A clear and concise description of what content in https://pytorch.org/serve/ is an issue. If this has to do with the general https://pytorch.org website, please file an issue at https://github.com/pytorch/pytorch.github.io/issues/new/choose instead. If this has to do with https://pytorch.or... | https://github.com/pytorch/serve/issues/654 | closed | [
"triaged_wait"
] | 2020-08-27T09:06:21Z | 2020-08-27T09:34:02Z | null | CSLujunyu |
pytorch/vision | 2,624 | RuntimeError: each element in list of batch should be of equal size | ## 🐛 Bug
```python
"python3.7/site-packages/torch/utils/data/_utils/collate.py", line 82, in default_collate
raise RuntimeError('each element in list of batch should be of equal size')
RuntimeError: each element in list of batch should be of equal size
```
<!-- A clear and concise description of what the bug... | https://github.com/pytorch/vision/issues/2624 | closed | [
"question",
"module: datasets"
] | 2020-08-27T05:53:50Z | 2021-03-31T06:56:03Z | null | ZhiyuanChen |
pytorch/pytorch | 43,625 | How to see the weight value of the quantified model? |
How to see the weight value of the quantified model?
Error:
```
torch.nn.modules.module.ModuleAttributeError: 'LinearPackedParams' object has no attribute '_parameters'
```
Code:
```
import torch
import numpy as np
import matplotlib.pyplot as plt
MODLE_LOCATION = "./models/mfi_0.97400.pth"
MODLE_LOC... | https://github.com/pytorch/pytorch/issues/43625 | closed | [
"oncall: quantization",
"triaged"
] | 2020-08-26T15:31:53Z | 2020-08-26T16:23:03Z | null | YongtaoHuang1994 |
pytorch/pytorch | 43,536 | How do I debug "RuntimeError: trying to initialize the default process group twice!" | ## 🐛 Bug
When triggering distributed training in pytorch, the error `RuntimeError: trying to initialize the default process group twice!` occurs. How would one debug it?
## To Reproduce
Steps to reproduce the behavior:
1. on master node ip 10.163.60.19, run `local_rank=0; master_port=1303; python -m torch.... | https://github.com/pytorch/pytorch/issues/43536 | open | [
"oncall: distributed",
"triaged"
] | 2020-08-25T02:55:51Z | 2023-12-04T14:46:49Z | null | wakandan |
pytorch/pytorch | 43,489 | How to extract the hidden feature of a multi-submodule model | How to extract the feature in advantage (with dim=512), given a PyTorch model like below.
DuelingCnnDQN(
(cnn): Sequential(
(0): Conv2d(1, 32, kernel_size=(8, 8), stride=(4, 4))
(1): ReLU()
(2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2))
(3): ReLU()
(4): Conv2d(64, 64, kernel_size=(3... | https://github.com/pytorch/pytorch/issues/43489 | closed | [] | 2020-08-24T11:50:57Z | 2020-08-24T20:51:30Z | null | xinghua-qu |
pytorch/pytorch | 43,463 | from sources install pytorch on ubuntu18.04,the question is this.What should I do ? | -- Generating done
-- Build files have been written to: /home/wuji/pytorch/build
Traceback (most recent call last):
File "setup.py", line 737, in <module>
build_deps()
File "setup.py", line 321, in build_deps
cmake=cmake)
File "/home/wuji/pytorch/tools/build_pytorch_libs.py", line 59, in build_caff... | https://github.com/pytorch/pytorch/issues/43463 | closed | [
"module: build",
"triaged"
] | 2020-08-23T02:05:48Z | 2020-08-25T22:26:18Z | null | functail |
pytorch/vision | 2,599 | Change default value of eps in FrozenBatchNorm to match BatchNorm | ## ❓ Questions and Help
Hello
Loss is nan error occurs when I learn fast rcnn with resnext101 backbone
My code is as follows
```python
backbone = resnet_fpn_backbone('resnext101_32x8d', pretrained=True)
model = FasterRCNN(backbone, num_classes)
in_features = model.roi_heads.box_predictor.cls_score.in_features
m... | https://github.com/pytorch/vision/issues/2599 | closed | [
"question",
"topic: object detection"
] | 2020-08-21T04:56:22Z | 2020-12-10T10:05:26Z | null | juyunsang |
pytorch/pytorch_sphinx_theme | 78 | How to use it? Canonical way seems to not work | Dear All,
I have installed the theme using
```
pip install git+https://github.com/pytorch/pytorch_sphinx_theme.git
```
imported and included in my `conf.py` file as follows:
```python
extensions = [
"sphinx.ext.autodoc",
"sphinx.ext.githubpages",
'sphinx.ext.coverage',
"sphinx.ext.nap... | https://github.com/pytorch/pytorch_sphinx_theme/issues/78 | closed | [] | 2020-08-18T12:50:08Z | 2020-08-18T12:50:50Z | null | FrancescoSaverioZuppichini |
huggingface/tokenizers | 374 | where is the pre-build tokenizers for 'merge.txt and vacab.json' | or how to build my private version | https://github.com/huggingface/tokenizers/issues/374 | closed | [] | 2020-08-17T08:45:13Z | 2021-01-06T20:02:22Z | null | SeekPoint |
pytorch/pytorch | 43,135 | How to use torch.utils.checkpoint and DistributedDataParallel together | when I use DistributedDataParallel in mutil-GPU , If I use checkpoint in the model forward ,it can not work
cc @pietern @mrshenli @pritamdamania87 @zhaojuanmao @satgera @rohan-varma @gqchen @aazzolini @xush6528 @osalpekar @jiayisuse @agolynski | https://github.com/pytorch/pytorch/issues/43135 | closed | [
"oncall: distributed",
"triaged"
] | 2020-08-17T06:54:13Z | 2023-01-20T14:40:29Z | null | devilztt |
pytorch/xla | 2,433 | How to speed up the compilation process for contributor for c++ lib | ## ❓ Questions and Help
When I only modify 1 c++ file, I expect the compile process only need rebuild this c++ file and do related link process. In PyTorch, it uses ninja to speed up this process.
But when use "DEBUG=1 python setup.py develop", it will recompile whole TensorFlow and xla code by Bazel, it take a l... | https://github.com/pytorch/xla/issues/2433 | closed | [] | 2020-08-17T02:22:04Z | 2020-08-19T00:20:11Z | null | maxwillzq |
pytorch/text | 938 | How to use Torchtext model in flask app with vocabulary and vectors? | ## ❓ Questions and Help
I have the the following code for my model:
```
TEXT = data.Field(tokenize="spacy", include_lengths=True)
LABEL = data.LabelField(dtype=torch.float)
from torchtext import datasets
train_data, valid_data = train_data.split(random_state=random.seed(SEED))
train_data, test_data = dataset... | https://github.com/pytorch/text/issues/938 | closed | [] | 2020-08-16T19:54:22Z | 2020-08-24T14:16:22Z | null | EmreTokyuez |
pytorch/audio | 879 | How to index subsegments of audio tensor based on time | ## How to select a subsegment from a tensor
Hello!
This may be a very noobie question but I can't get to solve it on my own.
Lets say I want to select the first 10 seconds of an audio sample that I have loaded into a torch tensor with torchaudio, how should I determine the indexes of the tensor that correspon... | https://github.com/pytorch/audio/issues/879 | closed | [] | 2020-08-14T11:40:28Z | 2020-08-14T19:12:34Z | null | jiwidi |
pytorch/pytorch | 42,996 | How to use and debug mixed-precision in 1.6.0 ? | ## ❓ Questions and Help
Hi. I've been trying to take advantage of new mixed-precision set of tools, mainly following the instructions given in https://pytorch.org/docs/stable/amp.html#autocasting. My code is running, I see that the gradients are being scaled as expected, however, my memory footprint is de facto the ... | https://github.com/pytorch/pytorch/issues/42996 | closed | [
"module: docs",
"triaged",
"module: amp (automated mixed precision)"
] | 2020-08-13T10:00:53Z | 2020-08-31T13:02:07Z | null | djordjemila |
pytorch/TensorRT | 171 | 🐛 [Bug] Encountered bug when using TRTorch 0.3.0 and torch_1.6.0_update versions on Jetson Xavier AGX | ## ❓ Question
Are there some missing instructions on how to build the TRTorch 'torch_1.6.0_update' for Jetson Xavier AGX?<!-- Your question -->
## What you have already tried
- Downloaded two TRTorch versions: 0.3.0. tag and torch_1.6.0_update
- Follow the Compilations TRTorch instructions of both versions
... | https://github.com/pytorch/TensorRT/issues/171 | closed | [
"question",
"No Activity"
] | 2020-08-13T08:46:40Z | 2020-09-23T00:05:53Z | null | OronG13 |
pytorch/audio | 876 | Where is version.py if I insist on building from source? | When I tried to install by `pip setup.py build`, I obtained the following **ERROR** message:
```console
-- Building version 0.7.0a0
Traceback (most recent call last):
File "setup.py", line 30, in <module>
with open(version_path, 'w') as f:
TypeError: expected str, bytes or os.PathLike object, not PosixPat... | https://github.com/pytorch/audio/issues/876 | closed | [] | 2020-08-12T09:01:40Z | 2020-08-14T20:31:04Z | null | jiapei100 |
pytorch/text | 919 | Where is version.py if I insist on building from source? |
When I tried to install by `pip setup.py build`, I obtained the following **ERROR** message:
```console
Traceback (most recent call last):
File "setup.py", line 48, in <module>
_export_version(VERSION, SHA)
File "setup.py", line 42, in _export_version
with open(version_path, 'w') as fileobj:
Type... | https://github.com/pytorch/text/issues/919 | open | [] | 2020-08-12T09:00:36Z | 2020-08-13T13:51:20Z | null | jiapei100 |
pytorch/vision | 2,578 | Calculate Training Accuracy on resnet152 | I'm trying to calculate training accuracy on resnet152, however
`loss_dict = model(images, targets)`
only contains loss values.
Usually the model accepts only the images and the outputs are then passed to a loss function as well as used to calculate the accuracy. Calling it without the targets parameter results i... | https://github.com/pytorch/vision/issues/2578 | closed | [
"invalid",
"question",
"module: models"
] | 2020-08-11T22:30:00Z | 2020-08-21T14:11:44Z | null | FrostByteGER |
pytorch/tutorials | 1,117 | But in Spatial Transformer Network? | Hi,
I am opening this issue because I noticed a weird behavior of the the spatial transformer networks implementation (https://github.com/pytorch/tutorials/blob/78e91c54dd0cd4fb0d02dfcc86fe94d16ab03df6/intermediate_source/spatial_transformer_tutorial.py#L57)
I summarized my findings [here](https://github.com/theR... | https://github.com/pytorch/tutorials/issues/1117 | open | [
"Text",
"medium",
"docathon-h2-2023"
] | 2020-08-11T11:37:35Z | 2023-11-01T16:41:21Z | 5 | theRealSuperMario |
pytorch/vision | 2,574 | ValueError: bad value(s) in fds_to_keep | Traceback (most recent call last):
File "/home/sucom/hdd_1T/project/video_rec/my_video_rec/self_video_train.py", line 161, in <module>
trainer.train(task)
File "/home/sucom/.conda/envs/classy_vision/lib/python3.6/site-packages/classy_vision/trainer/local_trainer.py", line 27, in train
super().train(task... | https://github.com/pytorch/vision/issues/2574 | closed | [
"invalid",
"question"
] | 2020-08-11T05:18:17Z | 2020-08-11T17:21:26Z | null | siyangbing |
pytorch/vision | 2,572 | How to fill in splits_dir and metadata_file in the video classification, my ufc101 data set only has pictures, how can I get them, if I can provide any help, I would be very grateful | ## ❓ Questions and Help
### Please note that this issue tracker is not a help form and this issue will be closed.
We have a set of [listed resources available on the website](https://pytorch.org/resources). Our primary means of support is our discussion forum:
- [Discussion Forum](https://discuss.pytorch.org/)... | https://github.com/pytorch/vision/issues/2572 | closed | [] | 2020-08-11T02:35:10Z | 2020-08-11T06:16:55Z | null | siyangbing |
pytorch/pytorch | 42,777 | custom function too slow, how to be as fast as native? | ## function/Module too slow
### conext
ubuntu18.04.1 64 cuda11 pytorch1.6
```
class Relu0(Function):
@staticmethod
def forward(ctx, input,d=1):
ctx.save_for_backward(input) # save input for backward pass
x=torch.clone(input)
x[x<0]=0
return x
@staticme... | https://github.com/pytorch/pytorch/issues/42777 | closed | [
"module: performance",
"triaged"
] | 2020-08-08T11:36:06Z | 2020-08-15T07:48:42Z | null | laohur |
pytorch/text | 912 | How to combine train and test set for IMDB Dataset in Torchtext / Pytorch | ## ❓ Questions and Help
I want to use the examples in the test set of the IMDB Sentiment Analysis Dataset for training, as I have built my own benchmark with which I will compare the performance of various Models (my Matura Thesis)
So after trying, I got the appending working and also managed ot split it, so ... | https://github.com/pytorch/text/issues/912 | closed | [
"legacy"
] | 2020-08-07T11:10:51Z | 2020-08-08T22:34:43Z | null | EmreTokyuez |
pytorch/pytorch | 42,722 | How to build libtorch static libraries on Windows? | I'm developing the Windows program using libtorch dynamic libraries released on pytorch website. However, I find the dynamic libraries are quite large (the torch_cpu.dll is larger than 100MB). Is there the static library version, or how could I build the libtorch static library by myself?
Look forward to your respon... | https://github.com/pytorch/pytorch/issues/42722 | closed | [
"module: binaries",
"module: build",
"module: windows",
"triaged",
"windows-triaged"
] | 2020-08-07T02:37:24Z | 2024-08-12T13:36:33Z | null | lawlict |
pytorch/tutorials | 1,110 | How to Inference non-val images in Transfer Learning Tutorial | The transfer learning tutorial is great, however it leaves off after evaluating the accuracy of the model. My goal is to then use the model that has been created to inference other images, but have run into trouble getting the new data adhere to the correct format and shape. Do you have any insight on how I could do th... | https://github.com/pytorch/tutorials/issues/1110 | closed | [
"torchvision",
"docathon-h1-2023",
"medium"
] | 2020-08-06T00:53:45Z | 2023-06-09T18:17:55Z | null | ScottMoffatLittle |
pytorch/vision | 2,555 | Unable to load fasterrcnn state_dict with custom num_classes | ## 🐛 Bug
torchvision.models.detection.fasterrcnn_resnet50_fpn() giving error when the parameter pretrained is set to True and num_classes parameter is also supplied(other than 91).
## To Reproduce
Steps to reproduce the behavior:
```
>> from torchvision import models
>> my_model = models.detection.faste... | https://github.com/pytorch/vision/issues/2555 | closed | [
"question",
"module: models"
] | 2020-08-05T13:09:57Z | 2020-08-05T15:14:34Z | null | devarshi16 |
pytorch/tutorials | 1,104 | Error on https://pytorch.org/tutorials/intermediate/tensorboard_tutorial.html ? | In Section 6 of https://pytorch.org/tutorials/intermediate/tensorboard_tutorial.html, the following code is presented:
```
def add_pr_curve_tensorboard(class_index, test_probs, test_preds, global_step=0):
'''
Takes in a "class_index" from 0 to 9 and plots the corresponding
precision-recall curve
... | https://github.com/pytorch/tutorials/issues/1104 | closed | [
"docathon-h1-2023",
"medium"
] | 2020-08-04T20:43:47Z | 2023-10-05T16:51:09Z | 6 | motiwari |
pytorch/pytorch | 42,505 | how to use get_trace_graph to get the attribute of a node in trace graph in pytorch 1.6? | In pytorch 1.1 when using get_trace_graph to trace the model, we could get the node's attibution as follows:
%469 : bool = prim::Constant[value=0](), scope: Model/Backbone[backbone]/ConvBn[conv1]/BatchNorm2d[bn]
Then we could get the the attribution of the Node: backbone.conv1.bn and its class BatchNorm.
Then how ... | https://github.com/pytorch/pytorch/issues/42505 | closed | [
"oncall: jit",
"triaged",
"days"
] | 2020-08-04T03:02:51Z | 2020-08-13T11:20:07Z | null | ioou |
pytorch/pytorch | 42,445 | how to run SVM/Random forest/xgboost on the pytorch? | ## ❓ Questions and Help
### Please note that this issue tracker is not a help form and this issue will be closed.
We have a set of [listed resources available on the website](https://pytorch.org/resources). Our primary means of support is our discussion forum:
- [Discussion Forum](https://discuss.pytorch.org/)... | https://github.com/pytorch/pytorch/issues/42445 | closed | [] | 2020-08-03T10:12:34Z | 2020-08-03T17:17:24Z | null | cvJie |
pytorch/pytorch | 42,439 | How to use libtorch on Jetson TX2 | Refer to https://forums.developer.nvidia.com/t/pytorch-for-jetson-nano-version-1-5-0-now-available/72048，I successfully installed Pytorch 1.0.0 and torchvision0.2.2 on jetpack4.3.According to the authentication method, I also succeeded in authentication: python–>import torch…
However,I want to call a scriptModel by li... | https://github.com/pytorch/pytorch/issues/42439 | open | [
"module: binaries",
"triaged",
"module: arm"
] | 2020-08-03T06:14:11Z | 2020-08-05T21:03:37Z | null | xifanlover |
pytorch/pytorch | 42,404 | How to deploy a "LSTMcell" style attention by torch.onnx? | I'm deploying a NMT network and I fail when I try to define attention module.
The first thing is that,when i put nn.LSTMcell in my init function,it would raise some errors which may caused by no inplementation in torch.onnx.
And when I want to replace it with nn.LSTM, i still get an error with torch.onnx:
```
cla... | https://github.com/pytorch/pytorch/issues/42404 | closed | [
"oncall: jit",
"module: onnx"
] | 2020-08-01T10:31:10Z | 2021-10-18T05:09:31Z | null | andylida |
huggingface/sentence-transformers | 335 | What is the key difference between mean pooling BERT vs. mean pooling sentence-transformers? | Hi!
If I run sentence-transformers without pre-training, is it equivalent to apply mean-pooling to the last layer of BERT?
For example, if I run the below code,
```python
# Use BERT for mapping tokens to embeddings
word_embedding_model = models.Transformer('bert-base-uncased')
# Apply mean pooling to get on... | https://github.com/huggingface/sentence-transformers/issues/335 | open | [] | 2020-08-01T02:35:56Z | 2020-08-01T08:39:45Z | null | yuwon |
pytorch/TensorRT | 163 | ❓ [Question] Could your team provide a cmake version? | ## ❓ Question
I think many people block in building stage?
| https://github.com/pytorch/TensorRT/issues/163 | closed | [
"question"
] | 2020-07-31T14:22:24Z | 2020-08-01T02:29:39Z | null | alanzhai219 |
huggingface/pytorch-image-models | 205 | when I use the old version， the result is good，but I update the newest code, the result is error.what's wrong with me? | same dataset,and same train scripts,with this:
`
./distributed_train.sh 2 /data/data/product/product --model swsl_resnet50 --epochs 20 --warmup-epochs 1 --lr 0.001 --batch-size 16 --img-size 224 --num-classes 30 --pretrained --amp
`
the old code result:
Train: 10 [ 0/185 ( 0%)] Loss: 0.866020 (0.8660) Ti... | https://github.com/huggingface/pytorch-image-models/issues/205 | closed | [] | 2020-07-31T09:54:39Z | 2020-08-03T09:45:04Z | null | runauto |
pytorch/pytorch | 42,349 | I want to build the pytorch and link with openblas static library, so how to modify the CMakeList.txt ? | https://github.com/pytorch/pytorch/issues/42349 | closed | [] | 2020-07-31T02:01:02Z | 2020-08-01T08:25:07Z | null | lfcarol | |
pytorch/pytorch | 42,268 | how to enable CUDNN_TENSOR_OP_MATH for float32 torch.mm operator | I am wondering in pytorch, how to enable tensor cores for float32 torch.mm operations.
I posted the same question at https://discuss.pytorch.org/t/using-nvidia-tensor-core-for-float-mm-computation/90901,
but got no response. Thanks.
cc @ngimel | https://github.com/pytorch/pytorch/issues/42268 | closed | [
"module: cuda",
"triaged"
] | 2020-07-30T00:58:17Z | 2020-07-30T01:48:39Z | null | shz0116 |
pytorch/serve | 566 | How to use model archiver utility for complex projects? | I am trying to serve the model from the [NCRFpp](https://github.com/jiesutd/NCRFpp) project using torchserve. The files that are required by my custom _handler.py_ file are in multiple folders and have import statements which refer to this folder hierarchy. The model archiver zips all these files and extracts into a te... | https://github.com/pytorch/serve/issues/566 | closed | [
"triaged_wait"
] | 2020-07-29T13:44:24Z | 2023-01-12T01:56:23Z | null | sagjounkani |
pytorch/examples | 806 | How to use torch.multiprocessing in Windows | The following error occurred when I used the torch.multiprocessing [demo](https://github.com/pytorch/examples/tree/master/mnist_hogwild) provided by Pytorch.
C:\Users\user\anaconda3\python.exe D:/HPO-Pro/PBT3/main_demo.py
cuda
cuda
THCudaCheck FAIL file=..\torch/csrc/generic/StorageSharing.cpp line=247 error=801 ... | https://github.com/pytorch/examples/issues/806 | open | [
"windows"
] | 2020-07-29T09:06:18Z | 2022-03-09T20:46:19Z | null | zhong-xin |
huggingface/transformers | 6,092 | i dont know what Tranier`s Dataset is. | # ❓ Questions & Help
<!-- The GitHub issue tracker is primarly intended for bugs, feature requests,
new models and benchmarks, and migration questions. For all other questions,
we direct you to the Hugging Face forum: https://discuss.huggingface.co/ .
You can also try Stack Overflow (SO) where a wh... | https://github.com/huggingface/transformers/issues/6092 | closed | [] | 2020-07-28T13:11:48Z | 2020-07-28T13:48:43Z | null | Ted8000 |
pytorch/serve | 558 | Is there a way to test my handle file before serving my model? | Hi, i recently use TorchServer to serving my model. For each model i write a handle file, but i don't know how to test it. Is there a way to test my handle file before serving my model? | https://github.com/pytorch/serve/issues/558 | closed | [
"question",
"triaged_wait"
] | 2020-07-28T09:35:33Z | 2020-08-21T04:06:11Z | null | wangxiang2713 |
pytorch/TensorRT | 157 | “error while loading shared libraries: libnvinfer.so.7: cannot open shared object file: No such file or directory” when running sample | I'm trying to run the sample code. I've installed TRTorch according to the official [TRTorch](https://nvidia.github.io/TRTorch/tutorials/installation.html) instruction.
When the sample code is run (with the below command from this link) the given error arise: <br/>
>sudo bazel run //cpp/trtorchexec -- $(realpath /hom... | https://github.com/pytorch/TensorRT/issues/157 | closed | [
"question",
"No Activity"
] | 2020-07-28T08:02:31Z | 2023-03-23T07:18:44Z | null | Soroorsh |
huggingface/pytorch-image-models | 201 | where is CheckpointSaver? | hello, going over your repo
(thx for the great repo btw)
I can't find where the code for CheckpointSaver is...
nor do I find any checkpoint saved in my pc..
where can I find them?? | https://github.com/huggingface/pytorch-image-models/issues/201 | closed | [] | 2020-07-28T03:51:45Z | 2020-07-28T04:32:20Z | null | ooodragon94 |
pytorch/vision | 2,508 | Number of anchors VS. number of aspect ratios. | https://github.com/pytorch/vision/blob/1aef87d01eec2c0989458387fa04baebcc86ea7b/torchvision/models/detection/faster_rcnn.py#L188
The line above seems to fetch, for each location, the number of aspect ratios of anchors (not multiplying by the number of different sized anchors). | https://github.com/pytorch/vision/issues/2508 | closed | [
"question",
"module: models",
"topic: object detection"
] | 2020-07-25T16:15:42Z | 2020-07-30T12:30:11Z | null | fulkast |
pytorch/vision | 2,505 | Error when training Resnet with nn.DistributedDataParallel | When I try to train [Resnet](https://github.com/pytorch/vision/blob/master/torchvision/models/resnet.py) with `nn.DistributedDataParallel` using multi-gpus, the error occurs as below. But when I use only one gpu, it's just ok.
![image](https://user-images.githubusercontent.com/40142236/88374211-ed35c280-cdcb-11ea-8... | https://github.com/pytorch/vision/issues/2505 | closed | [
"question",
"module: models",
"topic: classification"
] | 2020-07-24T08:38:04Z | 2020-08-10T11:51:33Z | null | alwayshjia |
pytorch/serve | 553 | Dump system metrics in a database | How should I access system metrics to dump it in a SQL database?
Also, what are the best practices for logging inference predictions in a database? | https://github.com/pytorch/serve/issues/553 | closed | [
"question",
"triaged_wait"
] | 2020-07-24T07:23:39Z | 2020-08-07T08:25:47Z | null | vishal-wiai |
pytorch/pytorch | 41,935 | How to Upgrade PyTorch to 1.6 in Docker Image | ## ❓ How to Upgrade PyTorch to 1.6 in Docker Image?
### Hi, I have a docker image that has pytorch 1.4, torchvision 0.5, cudnn 7.6.5 and cuda 10.1, and other tools and packages. I want to upgrade my pytorch to 1.6. Is there some way to do it without rebuild the whole image again?
Thanks!
We have a set of [list... | https://github.com/pytorch/pytorch/issues/41935 | closed | [
"module: binaries",
"triaged",
"module: docker"
] | 2020-07-23T17:56:25Z | 2021-01-26T20:11:26Z | null | zhenhuahu |
pytorch/examples | 802 | How to use a pre-trained models weights? | How do we specify to use the pre-trained model? Typing in python main.py -a mobilenet_v2 is not giving me the model with pretrained weights. | https://github.com/pytorch/examples/issues/802 | closed | [] | 2020-07-22T22:36:47Z | 2022-03-09T21:37:31Z | null | stunbomb |
pytorch/vision | 2,502 | Why do we need target put .to(device)? | Consider key points detection task.
The question refers to this line
https://github.com/pytorch/vision/blob/1aef87d01eec2c0989458387fa04baebcc86ea7b/references/detection/engine.py#L86
Seems to be redundant.
In my case, I comment out this line and remove .item() in line 95, and at least evaluation starts.
Moreover... | https://github.com/pytorch/vision/issues/2502 | closed | [
"enhancement",
"question",
"module: reference scripts",
"topic: object detection"
] | 2020-07-22T13:38:19Z | 2020-07-30T12:10:54Z | null | dmitrysarov |
pytorch/pytorch | 41,847 | How to fix "Unknown IValue type for pickling: Device" in PyTorch 1.3? | ## ❓ Questions and Help
I got a model trained with PyTorch 1.4. If I script and save this model with PyTorch 1.4, it will save successfully, but I need to script and save this model with PyTorch 1.3. When I save model with 1.3, I got error message:
```
RuntimeError: Unknown IValue type for pickling: Device (pushIVal... | https://github.com/pytorch/pytorch/issues/41847 | closed | [] | 2020-07-22T10:48:50Z | 2020-07-23T01:53:53Z | null | kaituoxu |
huggingface/transformers | 5,940 | What is the difference between the function of add_tokens() and add_special_tokens() in tokenizer | # ❓ Questions & Help
<!-- The GitHub issue tracker is primarly intended for bugs, feature requests,
new models and benchmarks, and migration questions. For all other questions,
we direct you to the Hugging Face forum: https://discuss.huggingface.co/ .
You can also try Stack Overflow (SO) where a wh... | https://github.com/huggingface/transformers/issues/5940 | closed | [] | 2020-07-21T15:29:14Z | 2025-03-05T20:33:05Z | null | kugwzk |
pytorch/vision | 2,497 | Grayscale image mask is transformed in a performance decreasing way with ToTensor() | ## 🐛 Bug
Preface: This is only in the context of my usage, where I use a custom dataset for semantic segmentation. My goal was to train different models on a semantic segmentation dataset and obviously I wanted to use the torchvision transforms.
The dataset does not matter much, but the labels are interesting: The... | https://github.com/pytorch/vision/issues/2497 | closed | [
"question",
"module: transforms"
] | 2020-07-21T12:07:06Z | 2020-07-30T12:22:02Z | null | Areiser |
pytorch/vision | 2,486 | Torchvision Object detection TPU Support | ## ❓ Torchvision object detection models with TPU.
My doubt lies somewhere between feature request and question. hence posting here.
PyTorch supports TPU through torch_xla. It makes it possible to train models over TPU.
I guess most torchvision classification models can be used with transfer learning/training ov... | https://github.com/pytorch/vision/issues/2486 | open | [
"question",
"topic: object detection",
"new feature"
] | 2020-07-17T18:47:07Z | 2021-05-02T18:03:08Z | null | oke-aditya |
pytorch/pytorch | 41,592 | Add SpectralOps CPU implementation for ARM/PowerPC processors (where MKL is not available) | ## 🐛 Bug
`fft: ATen not compiled with MKL support` RuntimeError thrown when trying to compute Spectrogram on Jetson Nano that uses ARM64 processor.
## To Reproduce
Code sample:
```
import torchaudio
waveform, sample_rate = torchaudio.load('test.wav')
spectrogram = torchaudio.transforms.Spectrogram(sampl... | https://github.com/pytorch/pytorch/issues/41592 | closed | [
"module: build",
"triaged",
"module: POWER",
"module: arm",
"module: fft",
"function request"
] | 2020-07-17T13:02:43Z | 2021-06-30T23:29:36Z | null | arnasRad |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.