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## Keyword: sgd
There is no result
## Keyword: optimization
### A Model-Constrained Tangent Manifold Learning Approach for Dynamical Systems
- **Authors:** Authors: Hai Van Nguyen, Tan Bui-Thanh
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Embark on an epic journey through the realm of neural networks, where our hero, the Dynamic Neural Voyager 🚀, sets forth on an odyssey to unveil the secrets of adaptability and learning.
**Act 1: The…
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## 🚀 Feature
Currently, creating a sparse coo matrix requires checking all the provided indices are within bound. However, this is costly and sometimes not needed (e.g. when the sparse matrix is fr…
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### bug描述 Describe the Bug
#按照PaddleSpeech的官方示例程序:
```
from paddlespeech.cli.tts.infer import TTSExecutor
tts = TTSExecutor()
tts(text="今天天气十分不错。", output="output.wav")
```
输出以下信息:
```
/h…
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Hello, Mr.Volk
Thank you very much for your nice codes!
I have one question for you
I'm new to deep learning, have only basic understanding about keras codes, and currently trying to run your DSO…
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Hi Koen,
I have read your some papers about bspline transformation for medical image analysis. However, I'm still not sure how to change the bspline transformation operations into a neural n…
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## 🚀 Feature
**TL;DR**: Providing domain-specific transformation APIs will make it straightforward to pre-process and post-process the data in LibTorch `Tensor` format.
The LibTorch and LibTor…
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Hi, I'm just running train.py, but it raised error when calling cnn = VDCNN():
Para
```
meters:
ALLOW_SOFT_PLACEMENT=True
BATCH_SIZE=128
CHECKPOINT_EVERY=1000
DROPOUT_KEEP_PROB=0.5
EVALUAT…
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### Your current environment
```text
Collecting environment information...
PyTorch version: 2.4.0+cu121
Is debug build: False
CUDA used to build PyTorch: 12.1
ROCM used to build PyTorch: N/A
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### Search before asking
- [X] I have searched the Ultralytics YOLO [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussi…