| Name | torch-lure JSON |
| Version |
0.1.1
JSON |
| download |
| home_page | None |
| Summary | None |
| upload_time | 2024-04-25 08:22:40 |
| maintainer | None |
| docs_url | None |
| author | None |
| requires_python | >=3.8 |
| license | None |
| keywords |
pytorch
|
| VCS |
 |
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
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# Torch Lure
<a href="https://www.youtube.com/watch?v=wCzCOYCfY9g" target="_blank">
<img src="http://img.youtube.com/vi/wCzCOYCfY9g/maxresdefault.jpg" alt="Chandelure" style="width: 100%;">
</a>
```sh
pip install torch-lure
```
# Usage
```py
import torch_lure as lure
# Optimizers
lure.SophiaG(lr=1e-3, weight_decay=0.2)
# Functions
lure.tanh_exp(x)
lure.TanhExp()
lure.quantile_loss(y_pred, y_target, quantile=0.5)
lure.QuantileLoss(quantile=0.5)
lure.RMSNrom(dim=256, eps=1e-6)
# Noise Scheduler
lure.LinearNoiseScheduler(beta=1e-4, beta_end=0.02, num_timesteps=1000)
lure.CosineNoiseScheduler(max_beta=0.999, s=0.008, num_timesteps=1000):
```
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"description": "# Torch Lure\n\n\n<a href=\"https://www.youtube.com/watch?v=wCzCOYCfY9g\" target=\"_blank\">\n <img src=\"http://img.youtube.com/vi/wCzCOYCfY9g/maxresdefault.jpg\" alt=\"Chandelure\" style=\"width: 100%;\">\n</a>\n\n\n```sh\npip install torch-lure\n```\n\n\n# Usage\n```py\nimport torch_lure as lure\n\n# Optimizers\nlure.SophiaG(lr=1e-3, weight_decay=0.2)\n\n# Functions\nlure.tanh_exp(x)\nlure.TanhExp()\n\nlure.quantile_loss(y_pred, y_target, quantile=0.5)\nlure.QuantileLoss(quantile=0.5)\n\nlure.RMSNrom(dim=256, eps=1e-6)\n\n# Noise Scheduler\nlure.LinearNoiseScheduler(beta=1e-4, beta_end=0.02, num_timesteps=1000)\nlure.CosineNoiseScheduler(max_beta=0.999, s=0.008, num_timesteps=1000):\n```",
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