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- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/colorlog-6.10.1.dist-info/INSTALLER +1 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/colorlog-6.10.1.dist-info/METADATA +321 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/colorlog-6.10.1.dist-info/RECORD +12 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/colorlog-6.10.1.dist-info/REQUESTED +0 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/colorlog-6.10.1.dist-info/WHEEL +5 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/colorlog-6.10.1.dist-info/licenses/LICENSE +20 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/colorlog-6.10.1.dist-info/top_level.txt +1 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/cycler/__init__.py +573 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/cycler/__pycache__/__init__.cpython-310.pyc +0 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/cycler/py.typed +0 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/filelock-3.20.0.dist-info/INSTALLER +1 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/filelock-3.20.0.dist-info/METADATA +42 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/filelock-3.20.0.dist-info/RECORD +16 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/filelock-3.20.0.dist-info/REQUESTED +0 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/filelock-3.20.0.dist-info/WHEEL +4 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/filelock-3.20.0.dist-info/licenses/LICENSE +24 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/markupsafe-3.0.3.dist-info/INSTALLER +1 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/markupsafe-3.0.3.dist-info/METADATA +74 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/markupsafe-3.0.3.dist-info/RECORD +13 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/markupsafe-3.0.3.dist-info/REQUESTED +0 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/markupsafe-3.0.3.dist-info/WHEEL +7 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/markupsafe-3.0.3.dist-info/licenses/LICENSE.txt +28 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/markupsafe-3.0.3.dist-info/top_level.txt +1 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/matplotlib-3.10.7.dist-info/INSTALLER +1 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/matplotlib-3.10.7.dist-info/LICENSE +99 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/matplotlib-3.10.7.dist-info/METADATA +215 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/matplotlib-3.10.7.dist-info/RECORD +596 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/matplotlib-3.10.7.dist-info/REQUESTED +0 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/matplotlib-3.10.7.dist-info/WHEEL +6 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/nvidia_cublas_cu12-12.8.4.1.dist-info/INSTALLER +1 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/nvidia_cublas_cu12-12.8.4.1.dist-info/License.txt +1568 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/nvidia_cublas_cu12-12.8.4.1.dist-info/METADATA +44 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/nvidia_cublas_cu12-12.8.4.1.dist-info/RECORD +20 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/nvidia_cublas_cu12-12.8.4.1.dist-info/REQUESTED +0 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/nvidia_cublas_cu12-12.8.4.1.dist-info/WHEEL +5 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/nvidia_cublas_cu12-12.8.4.1.dist-info/top_level.txt +1 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/nvidia_cudnn_cu12-9.10.2.21.dist-info/INSTALLER +1 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/nvidia_cudnn_cu12-9.10.2.21.dist-info/METADATA +47 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/nvidia_cudnn_cu12-9.10.2.21.dist-info/RECORD +29 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/nvidia_cudnn_cu12-9.10.2.21.dist-info/REQUESTED +0 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/nvidia_cudnn_cu12-9.10.2.21.dist-info/WHEEL +5 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/nvidia_cudnn_cu12-9.10.2.21.dist-info/licenses/License.txt +154 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/nvidia_cudnn_cu12-9.10.2.21.dist-info/top_level.txt +1 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/optuna-4.5.0.dist-info/INSTALLER +1 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/optuna-4.5.0.dist-info/METADATA +393 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/optuna-4.5.0.dist-info/RECORD +229 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/optuna-4.5.0.dist-info/REQUESTED +0 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/optuna-4.5.0.dist-info/WHEEL +5 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/optuna-4.5.0.dist-info/entry_points.txt +2 -0
- Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/optuna-4.5.0.dist-info/licenses/LICENSE +21 -0
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/colorlog-6.10.1.dist-info/INSTALLER
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Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/colorlog-6.10.1.dist-info/METADATA
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| 1 |
+
Metadata-Version: 2.4
|
| 2 |
+
Name: colorlog
|
| 3 |
+
Version: 6.10.1
|
| 4 |
+
Summary: Add colours to the output of Python's logging module.
|
| 5 |
+
Home-page: https://github.com/borntyping/python-colorlog
|
| 6 |
+
Author: Sam Clements
|
| 7 |
+
Author-email: sam@borntyping.co.uk
|
| 8 |
+
License: MIT License
|
| 9 |
+
Classifier: Development Status :: 5 - Production/Stable
|
| 10 |
+
Classifier: Environment :: Console
|
| 11 |
+
Classifier: Intended Audience :: Developers
|
| 12 |
+
Classifier: License :: OSI Approved :: MIT License
|
| 13 |
+
Classifier: Operating System :: OS Independent
|
| 14 |
+
Classifier: Programming Language :: Python
|
| 15 |
+
Classifier: Programming Language :: Python :: 3
|
| 16 |
+
Classifier: Programming Language :: Python :: 3.6
|
| 17 |
+
Classifier: Programming Language :: Python :: 3.7
|
| 18 |
+
Classifier: Programming Language :: Python :: 3.8
|
| 19 |
+
Classifier: Programming Language :: Python :: 3.9
|
| 20 |
+
Classifier: Programming Language :: Python :: 3.10
|
| 21 |
+
Classifier: Programming Language :: Python :: 3.11
|
| 22 |
+
Classifier: Programming Language :: Python :: 3.12
|
| 23 |
+
Classifier: Programming Language :: Python :: 3.13
|
| 24 |
+
Classifier: Topic :: Terminals
|
| 25 |
+
Classifier: Topic :: Utilities
|
| 26 |
+
Requires-Python: >=3.6
|
| 27 |
+
Description-Content-Type: text/markdown
|
| 28 |
+
License-File: LICENSE
|
| 29 |
+
Requires-Dist: colorama; sys_platform == "win32"
|
| 30 |
+
Provides-Extra: development
|
| 31 |
+
Requires-Dist: black; extra == "development"
|
| 32 |
+
Requires-Dist: flake8; extra == "development"
|
| 33 |
+
Requires-Dist: mypy; extra == "development"
|
| 34 |
+
Requires-Dist: pytest; extra == "development"
|
| 35 |
+
Requires-Dist: types-colorama; extra == "development"
|
| 36 |
+
Dynamic: author
|
| 37 |
+
Dynamic: author-email
|
| 38 |
+
Dynamic: classifier
|
| 39 |
+
Dynamic: description
|
| 40 |
+
Dynamic: description-content-type
|
| 41 |
+
Dynamic: home-page
|
| 42 |
+
Dynamic: license
|
| 43 |
+
Dynamic: license-file
|
| 44 |
+
Dynamic: provides-extra
|
| 45 |
+
Dynamic: requires-python
|
| 46 |
+
Dynamic: summary
|
| 47 |
+
|
| 48 |
+
# Log formatting with colors!
|
| 49 |
+
|
| 50 |
+
[](https://pypi.org/project/colorlog/)
|
| 51 |
+
[](https://pypi.org/project/colorlog/)
|
| 52 |
+
|
| 53 |
+
Add colours to the output of Python's `logging` module.
|
| 54 |
+
|
| 55 |
+
* [Source on GitHub](https://github.com/borntyping/python-colorlog)
|
| 56 |
+
* [Packages on PyPI](https://pypi.org/pypi/colorlog/)
|
| 57 |
+
|
| 58 |
+
## Status
|
| 59 |
+
|
| 60 |
+
colorlog currently requires Python 3.6 or higher. Older versions (below 5.x.x)
|
| 61 |
+
support Python 2.6 and above.
|
| 62 |
+
|
| 63 |
+
* colorlog 6.x requires Python 3.6 or higher.
|
| 64 |
+
* colorlog 5.x is an interim version that will warn Python 2 users to downgrade.
|
| 65 |
+
* colorlog 4.x is the final version supporting Python 2.
|
| 66 |
+
|
| 67 |
+
[colorama] is included as a required dependency and initialised when using
|
| 68 |
+
colorlog on Windows.
|
| 69 |
+
|
| 70 |
+
This library is over a decade old and supported a wide set of Python versions
|
| 71 |
+
for most of its life, which has made it a difficult library to add new features
|
| 72 |
+
to. colorlog 6 may break backwards compatibility so that newer features
|
| 73 |
+
can be added more easily, but may still not accept all changes or feature
|
| 74 |
+
requests. colorlog 4 might accept essential bugfixes but should not be
|
| 75 |
+
considered actively maintained and will not accept any major changes or new
|
| 76 |
+
features.
|
| 77 |
+
|
| 78 |
+
## Installation
|
| 79 |
+
|
| 80 |
+
Install from PyPI with:
|
| 81 |
+
|
| 82 |
+
```bash
|
| 83 |
+
pip install colorlog
|
| 84 |
+
```
|
| 85 |
+
|
| 86 |
+
Several Linux distributions provide official packages ([Debian], [Arch], [Fedora],
|
| 87 |
+
[Gentoo], [OpenSuse] and [Ubuntu]), and others have user provided packages
|
| 88 |
+
([BSD ports], [Conda]).
|
| 89 |
+
|
| 90 |
+
## Usage
|
| 91 |
+
|
| 92 |
+
```python
|
| 93 |
+
import colorlog
|
| 94 |
+
|
| 95 |
+
handler = colorlog.StreamHandler()
|
| 96 |
+
handler.setFormatter(colorlog.ColoredFormatter(
|
| 97 |
+
'%(log_color)s%(levelname)s:%(name)s:%(message)s'))
|
| 98 |
+
|
| 99 |
+
logger = colorlog.getLogger('example')
|
| 100 |
+
logger.addHandler(handler)
|
| 101 |
+
```
|
| 102 |
+
|
| 103 |
+
The `ColoredFormatter` class takes several arguments:
|
| 104 |
+
|
| 105 |
+
- `format`: The format string used to output the message (required).
|
| 106 |
+
- `datefmt`: An optional date format passed to the base class. See [`logging.Formatter`][Formatter].
|
| 107 |
+
- `reset`: Implicitly adds a color reset code to the message output, unless the output already ends with one. Defaults to `True`.
|
| 108 |
+
- `log_colors`: A mapping of record level names to color names. The defaults can be found in `colorlog.default_log_colors`, or the below example.
|
| 109 |
+
- `secondary_log_colors`: A mapping of names to `log_colors` style mappings, defining additional colors that can be used in format strings. See below for an example.
|
| 110 |
+
- `style`: Available on Python 3.2 and above. See [`logging.Formatter`][Formatter].
|
| 111 |
+
|
| 112 |
+
Color escape codes can be selected based on the log records level, by adding
|
| 113 |
+
parameters to the format string:
|
| 114 |
+
|
| 115 |
+
- `log_color`: Return the color associated with the records level.
|
| 116 |
+
- `<name>_log_color`: Return another color based on the records level if the formatter has secondary colors configured (see `secondary_log_colors` below).
|
| 117 |
+
|
| 118 |
+
Multiple escape codes can be used at once by joining them with commas when
|
| 119 |
+
configuring the color for a log level (but can't be used directly in the format
|
| 120 |
+
string). For example, `black,bg_white` would use the escape codes for black
|
| 121 |
+
text on a white background.
|
| 122 |
+
|
| 123 |
+
The following escape codes are made available for use in the format string:
|
| 124 |
+
|
| 125 |
+
- `{color}`, `fg_{color}`, `bg_{color}`: Foreground and background colors.
|
| 126 |
+
- `bold`, `bold_{color}`, `fg_bold_{color}`, `bg_bold_{color}`: Bold/bright colors.
|
| 127 |
+
- `thin`, `thin_{color}`, `fg_thin_{color}`: Thin colors (terminal dependent).
|
| 128 |
+
- `reset`: Clear all formatting (both foreground and background colors).
|
| 129 |
+
|
| 130 |
+
The available color names are:
|
| 131 |
+
|
| 132 |
+
- `black`
|
| 133 |
+
- `red`
|
| 134 |
+
- `green`
|
| 135 |
+
- `yellow`
|
| 136 |
+
- `blue`,
|
| 137 |
+
- `purple`
|
| 138 |
+
- `cyan`
|
| 139 |
+
- `white`
|
| 140 |
+
|
| 141 |
+
You can also use "bright" colors. These aren't standard ANSI codes, and
|
| 142 |
+
support for these varies wildly across different terminals.
|
| 143 |
+
|
| 144 |
+
- `light_black`
|
| 145 |
+
- `light_red`
|
| 146 |
+
- `light_green`
|
| 147 |
+
- `light_yellow`
|
| 148 |
+
- `light_blue`
|
| 149 |
+
- `light_purple`
|
| 150 |
+
- `light_cyan`
|
| 151 |
+
- `light_white`
|
| 152 |
+
|
| 153 |
+
## Examples
|
| 154 |
+
|
| 155 |
+

|
| 156 |
+
|
| 157 |
+
The following code creates a `ColoredFormatter` for use in a logging setup,
|
| 158 |
+
using the default values for each argument.
|
| 159 |
+
|
| 160 |
+
```python
|
| 161 |
+
from colorlog import ColoredFormatter
|
| 162 |
+
|
| 163 |
+
formatter = ColoredFormatter(
|
| 164 |
+
"%(log_color)s%(levelname)-8s%(reset)s %(blue)s%(message)s",
|
| 165 |
+
datefmt=None,
|
| 166 |
+
reset=True,
|
| 167 |
+
log_colors={
|
| 168 |
+
'DEBUG': 'cyan',
|
| 169 |
+
'INFO': 'green',
|
| 170 |
+
'WARNING': 'yellow',
|
| 171 |
+
'ERROR': 'red',
|
| 172 |
+
'CRITICAL': 'red,bg_white',
|
| 173 |
+
},
|
| 174 |
+
secondary_log_colors={},
|
| 175 |
+
style='%'
|
| 176 |
+
)
|
| 177 |
+
```
|
| 178 |
+
|
| 179 |
+
### Using `secondary_log_colors`
|
| 180 |
+
|
| 181 |
+
Secondary log colors are a way to have more than one color that is selected
|
| 182 |
+
based on the log level. Each key in `secondary_log_colors` adds an attribute
|
| 183 |
+
that can be used in format strings (`message` becomes `message_log_color`), and
|
| 184 |
+
has a corresponding value that is identical in format to the `log_colors`
|
| 185 |
+
argument.
|
| 186 |
+
|
| 187 |
+
The following example highlights the level name using the default log colors,
|
| 188 |
+
and highlights the message in red for `error` and `critical` level log messages.
|
| 189 |
+
|
| 190 |
+
```python
|
| 191 |
+
from colorlog import ColoredFormatter
|
| 192 |
+
|
| 193 |
+
formatter = ColoredFormatter(
|
| 194 |
+
"%(log_color)s%(levelname)-8s%(reset)s %(message_log_color)s%(message)s",
|
| 195 |
+
secondary_log_colors={
|
| 196 |
+
'message': {
|
| 197 |
+
'ERROR': 'red',
|
| 198 |
+
'CRITICAL': 'red'
|
| 199 |
+
}
|
| 200 |
+
}
|
| 201 |
+
)
|
| 202 |
+
```
|
| 203 |
+
|
| 204 |
+
### With [`dictConfig`][dictConfig]
|
| 205 |
+
|
| 206 |
+
```python
|
| 207 |
+
logging.config.dictConfig({
|
| 208 |
+
'formatters': {
|
| 209 |
+
'colored': {
|
| 210 |
+
'()': 'colorlog.ColoredFormatter',
|
| 211 |
+
'format': "%(log_color)s%(levelname)-8s%(reset)s %(blue)s%(message)s"
|
| 212 |
+
}
|
| 213 |
+
}
|
| 214 |
+
})
|
| 215 |
+
```
|
| 216 |
+
|
| 217 |
+
A full example dictionary can be found in `tests/test_colorlog.py`.
|
| 218 |
+
|
| 219 |
+
### With [`fileConfig`][fileConfig]
|
| 220 |
+
|
| 221 |
+
```ini
|
| 222 |
+
...
|
| 223 |
+
|
| 224 |
+
[formatters]
|
| 225 |
+
keys=color
|
| 226 |
+
|
| 227 |
+
[formatter_color]
|
| 228 |
+
class=colorlog.ColoredFormatter
|
| 229 |
+
format=%(log_color)s%(levelname)-8s%(reset)s %(bg_blue)s[%(name)s]%(reset)s %(message)s from fileConfig
|
| 230 |
+
datefmt=%m-%d %H:%M:%S
|
| 231 |
+
```
|
| 232 |
+
|
| 233 |
+
An instance of ColoredFormatter created with those arguments will then be used
|
| 234 |
+
by any handlers that are configured to use the `color` formatter.
|
| 235 |
+
|
| 236 |
+
A full example configuration can be found in `tests/test_config.ini`.
|
| 237 |
+
|
| 238 |
+
### With custom log levels
|
| 239 |
+
|
| 240 |
+
ColoredFormatter will work with custom log levels added with
|
| 241 |
+
[`logging.addLevelName`][addLevelName]:
|
| 242 |
+
|
| 243 |
+
```python
|
| 244 |
+
import logging, colorlog
|
| 245 |
+
TRACE = 5
|
| 246 |
+
logging.addLevelName(TRACE, 'TRACE')
|
| 247 |
+
formatter = colorlog.ColoredFormatter(log_colors={'TRACE': 'yellow'})
|
| 248 |
+
handler = logging.StreamHandler()
|
| 249 |
+
handler.setFormatter(formatter)
|
| 250 |
+
logger = logging.getLogger('example')
|
| 251 |
+
logger.addHandler(handler)
|
| 252 |
+
logger.setLevel('TRACE')
|
| 253 |
+
logger.log(TRACE, 'a message using a custom level')
|
| 254 |
+
```
|
| 255 |
+
|
| 256 |
+
## Tests
|
| 257 |
+
|
| 258 |
+
Tests similar to the above examples are found in `tests/test_colorlog.py`.
|
| 259 |
+
|
| 260 |
+
## Status
|
| 261 |
+
|
| 262 |
+
colorlog is in maintenance mode. I try and ensure bugfixes are published,
|
| 263 |
+
but compatibility a wide set of Python versions makes this a difficult
|
| 264 |
+
codebase to add features to. Any changes that might break backwards
|
| 265 |
+
compatibility for existing users will not be considered.
|
| 266 |
+
|
| 267 |
+
## Alternatives
|
| 268 |
+
|
| 269 |
+
There are some more modern libraries for improving Python logging you may
|
| 270 |
+
find useful.
|
| 271 |
+
|
| 272 |
+
- [structlog]
|
| 273 |
+
- [jsonlog]
|
| 274 |
+
|
| 275 |
+
## Projects using colorlog
|
| 276 |
+
|
| 277 |
+
GitHub provides [a list of projects that depend on colorlog][dependents].
|
| 278 |
+
|
| 279 |
+
Some early adopters included [Errbot], [Pythran], and [zenlog].
|
| 280 |
+
|
| 281 |
+
## Licence
|
| 282 |
+
|
| 283 |
+
Copyright (c) 2012-2025 Sam Clements <sam@borntyping.co.uk>
|
| 284 |
+
|
| 285 |
+
Permission is hereby granted, free of charge, to any person obtaining a copy of
|
| 286 |
+
this software and associated documentation files (the "Software"), to deal in
|
| 287 |
+
the Software without restriction, including without limitation the rights to
|
| 288 |
+
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
|
| 289 |
+
the Software, and to permit persons to whom the Software is furnished to do so,
|
| 290 |
+
subject to the following conditions:
|
| 291 |
+
|
| 292 |
+
The above copyright notice and this permission notice shall be included in all
|
| 293 |
+
copies or substantial portions of the Software.
|
| 294 |
+
|
| 295 |
+
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
| 296 |
+
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS
|
| 297 |
+
FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
|
| 298 |
+
COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
|
| 299 |
+
IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
|
| 300 |
+
CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
|
| 301 |
+
|
| 302 |
+
[dictConfig]: http://docs.python.org/3/library/logging.config.html#logging.config.dictConfig
|
| 303 |
+
[fileConfig]: http://docs.python.org/3/library/logging.config.html#logging.config.fileConfig
|
| 304 |
+
[addLevelName]: https://docs.python.org/3/library/logging.html#logging.addLevelName
|
| 305 |
+
[Formatter]: http://docs.python.org/3/library/logging.html#logging.Formatter
|
| 306 |
+
[tox]: http://tox.readthedocs.org/
|
| 307 |
+
[Arch]: https://archlinux.org/packages/extra/any/python-colorlog/
|
| 308 |
+
[BSD ports]: https://www.freshports.org/devel/py-colorlog/
|
| 309 |
+
[colorama]: https://pypi.python.org/pypi/colorama
|
| 310 |
+
[Conda]: https://anaconda.org/conda-forge/colorlog
|
| 311 |
+
[Debian]: [https://packages.debian.org/buster/python3-colorlog](https://packages.debian.org/buster/python3-colorlog)
|
| 312 |
+
[Errbot]: http://errbot.io/
|
| 313 |
+
[Fedora]: https://src.fedoraproject.org/rpms/python-colorlog
|
| 314 |
+
[Gentoo]: https://packages.gentoo.org/packages/dev-python/colorlog
|
| 315 |
+
[OpenSuse]: http://rpm.pbone.net/index.php3?stat=3&search=python-colorlog&srodzaj=3
|
| 316 |
+
[Pythran]: https://github.com/serge-sans-paille/pythran
|
| 317 |
+
[Ubuntu]: https://launchpad.net/python-colorlog
|
| 318 |
+
[zenlog]: https://github.com/ManufacturaInd/python-zenlog
|
| 319 |
+
[structlog]: https://www.structlog.org/en/stable/
|
| 320 |
+
[jsonlog]: https://github.com/borntyping/jsonlog
|
| 321 |
+
[dependents]: https://github.com/borntyping/python-colorlog/network/dependents?package_id=UGFja2FnZS01MDk3NDcyMQ%3D%3D
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/colorlog-6.10.1.dist-info/RECORD
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
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|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
colorlog-6.10.1.dist-info/INSTALLER,sha256=5hhM4Q4mYTT9z6QB6PGpUAW81PGNFrYrdXMj4oM_6ak,2
|
| 2 |
+
colorlog-6.10.1.dist-info/METADATA,sha256=jSvFCIoHpcVUIG-0U5FtDJGMZDqk9n5FIITRQXyTy-A,11202
|
| 3 |
+
colorlog-6.10.1.dist-info/RECORD,,
|
| 4 |
+
colorlog-6.10.1.dist-info/REQUESTED,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
|
| 5 |
+
colorlog-6.10.1.dist-info/WHEEL,sha256=_zCd3N1l69ArxyTb8rzEoP9TpbYXkqRFSNOD5OuxnTs,91
|
| 6 |
+
colorlog-6.10.1.dist-info/licenses/LICENSE,sha256=sdkIK8SDYj_Vn8cnm0V_DkDZQqdkJs3iVyOeBN_kElo,1107
|
| 7 |
+
colorlog-6.10.1.dist-info/top_level.txt,sha256=CzNs7OLwLxUhbQzCCT2ore3b_ZzAXusw0tWIX79iWow,9
|
| 8 |
+
colorlog/__init__.py,sha256=wzxah0vO2HpJheG0gXY4rMx_MyFYyfHsR8rTucg5PSI,1180
|
| 9 |
+
colorlog/escape_codes.py,sha256=lFpcWJqCo3d8kcVZpJFkuKrYbwtwdqdCeNFH9QnKA1Y,2438
|
| 10 |
+
colorlog/formatter.py,sha256=5JEpHxnxbqVoKr2jCEsV0ufzdA_5iDn_rF46RKpYLA8,8413
|
| 11 |
+
colorlog/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
|
| 12 |
+
colorlog/wrappers.py,sha256=onRQIxCBw8V1vA7zz_kavg4Mk25h8FH6vr8SQw4H6_Y,2399
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/colorlog-6.10.1.dist-info/REQUESTED
ADDED
|
File without changes
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/colorlog-6.10.1.dist-info/WHEEL
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
Wheel-Version: 1.0
|
| 2 |
+
Generator: setuptools (80.9.0)
|
| 3 |
+
Root-Is-Purelib: true
|
| 4 |
+
Tag: py3-none-any
|
| 5 |
+
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/colorlog-6.10.1.dist-info/licenses/LICENSE
ADDED
|
@@ -0,0 +1,20 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
| 1 |
+
The MIT License (MIT)
|
| 2 |
+
|
| 3 |
+
Copyright (c) 2012-2021 Sam Clements <sam@borntyping.co.uk>
|
| 4 |
+
|
| 5 |
+
Permission is hereby granted, free of charge, to any person obtaining a copy of
|
| 6 |
+
this software and associated documentation files (the "Software"), to deal in
|
| 7 |
+
the Software without restriction, including without limitation the rights to
|
| 8 |
+
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
|
| 9 |
+
the Software, and to permit persons to whom the Software is furnished to do so,
|
| 10 |
+
subject to the following conditions:
|
| 11 |
+
|
| 12 |
+
The above copyright notice and this permission notice shall be included in all
|
| 13 |
+
copies or substantial portions of the Software.
|
| 14 |
+
|
| 15 |
+
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
| 16 |
+
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS
|
| 17 |
+
FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
|
| 18 |
+
COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
|
| 19 |
+
IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
|
| 20 |
+
CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/colorlog-6.10.1.dist-info/top_level.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
colorlog
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/cycler/__init__.py
ADDED
|
@@ -0,0 +1,573 @@
|
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|
| 1 |
+
"""
|
| 2 |
+
Cycler
|
| 3 |
+
======
|
| 4 |
+
|
| 5 |
+
Cycling through combinations of values, producing dictionaries.
|
| 6 |
+
|
| 7 |
+
You can add cyclers::
|
| 8 |
+
|
| 9 |
+
from cycler import cycler
|
| 10 |
+
cc = (cycler(color=list('rgb')) +
|
| 11 |
+
cycler(linestyle=['-', '--', '-.']))
|
| 12 |
+
for d in cc:
|
| 13 |
+
print(d)
|
| 14 |
+
|
| 15 |
+
Results in::
|
| 16 |
+
|
| 17 |
+
{'color': 'r', 'linestyle': '-'}
|
| 18 |
+
{'color': 'g', 'linestyle': '--'}
|
| 19 |
+
{'color': 'b', 'linestyle': '-.'}
|
| 20 |
+
|
| 21 |
+
|
| 22 |
+
You can multiply cyclers::
|
| 23 |
+
|
| 24 |
+
from cycler import cycler
|
| 25 |
+
cc = (cycler(color=list('rgb')) *
|
| 26 |
+
cycler(linestyle=['-', '--', '-.']))
|
| 27 |
+
for d in cc:
|
| 28 |
+
print(d)
|
| 29 |
+
|
| 30 |
+
Results in::
|
| 31 |
+
|
| 32 |
+
{'color': 'r', 'linestyle': '-'}
|
| 33 |
+
{'color': 'r', 'linestyle': '--'}
|
| 34 |
+
{'color': 'r', 'linestyle': '-.'}
|
| 35 |
+
{'color': 'g', 'linestyle': '-'}
|
| 36 |
+
{'color': 'g', 'linestyle': '--'}
|
| 37 |
+
{'color': 'g', 'linestyle': '-.'}
|
| 38 |
+
{'color': 'b', 'linestyle': '-'}
|
| 39 |
+
{'color': 'b', 'linestyle': '--'}
|
| 40 |
+
{'color': 'b', 'linestyle': '-.'}
|
| 41 |
+
"""
|
| 42 |
+
|
| 43 |
+
|
| 44 |
+
from __future__ import annotations
|
| 45 |
+
|
| 46 |
+
from collections.abc import Hashable, Iterable, Generator
|
| 47 |
+
import copy
|
| 48 |
+
from functools import reduce
|
| 49 |
+
from itertools import product, cycle
|
| 50 |
+
from operator import mul, add
|
| 51 |
+
# Dict, List, Union required for runtime cast calls
|
| 52 |
+
from typing import TypeVar, Generic, Callable, Union, Dict, List, Any, overload, cast
|
| 53 |
+
|
| 54 |
+
__version__ = "0.12.1"
|
| 55 |
+
|
| 56 |
+
K = TypeVar("K", bound=Hashable)
|
| 57 |
+
L = TypeVar("L", bound=Hashable)
|
| 58 |
+
V = TypeVar("V")
|
| 59 |
+
U = TypeVar("U")
|
| 60 |
+
|
| 61 |
+
|
| 62 |
+
def _process_keys(
|
| 63 |
+
left: Cycler[K, V] | Iterable[dict[K, V]],
|
| 64 |
+
right: Cycler[K, V] | Iterable[dict[K, V]] | None,
|
| 65 |
+
) -> set[K]:
|
| 66 |
+
"""
|
| 67 |
+
Helper function to compose cycler keys.
|
| 68 |
+
|
| 69 |
+
Parameters
|
| 70 |
+
----------
|
| 71 |
+
left, right : iterable of dictionaries or None
|
| 72 |
+
The cyclers to be composed.
|
| 73 |
+
|
| 74 |
+
Returns
|
| 75 |
+
-------
|
| 76 |
+
keys : set
|
| 77 |
+
The keys in the composition of the two cyclers.
|
| 78 |
+
"""
|
| 79 |
+
l_peek: dict[K, V] = next(iter(left)) if left != [] else {}
|
| 80 |
+
r_peek: dict[K, V] = next(iter(right)) if right is not None else {}
|
| 81 |
+
l_key: set[K] = set(l_peek.keys())
|
| 82 |
+
r_key: set[K] = set(r_peek.keys())
|
| 83 |
+
if l_key & r_key:
|
| 84 |
+
raise ValueError("Can not compose overlapping cycles")
|
| 85 |
+
return l_key | r_key
|
| 86 |
+
|
| 87 |
+
|
| 88 |
+
def concat(left: Cycler[K, V], right: Cycler[K, U]) -> Cycler[K, V | U]:
|
| 89 |
+
r"""
|
| 90 |
+
Concatenate `Cycler`\s, as if chained using `itertools.chain`.
|
| 91 |
+
|
| 92 |
+
The keys must match exactly.
|
| 93 |
+
|
| 94 |
+
Examples
|
| 95 |
+
--------
|
| 96 |
+
>>> num = cycler('a', range(3))
|
| 97 |
+
>>> let = cycler('a', 'abc')
|
| 98 |
+
>>> num.concat(let)
|
| 99 |
+
cycler('a', [0, 1, 2, 'a', 'b', 'c'])
|
| 100 |
+
|
| 101 |
+
Returns
|
| 102 |
+
-------
|
| 103 |
+
`Cycler`
|
| 104 |
+
The concatenated cycler.
|
| 105 |
+
"""
|
| 106 |
+
if left.keys != right.keys:
|
| 107 |
+
raise ValueError(
|
| 108 |
+
"Keys do not match:\n"
|
| 109 |
+
"\tIntersection: {both!r}\n"
|
| 110 |
+
"\tDisjoint: {just_one!r}".format(
|
| 111 |
+
both=left.keys & right.keys, just_one=left.keys ^ right.keys
|
| 112 |
+
)
|
| 113 |
+
)
|
| 114 |
+
_l = cast(Dict[K, List[Union[V, U]]], left.by_key())
|
| 115 |
+
_r = cast(Dict[K, List[Union[V, U]]], right.by_key())
|
| 116 |
+
return reduce(add, (_cycler(k, _l[k] + _r[k]) for k in left.keys))
|
| 117 |
+
|
| 118 |
+
|
| 119 |
+
class Cycler(Generic[K, V]):
|
| 120 |
+
"""
|
| 121 |
+
Composable cycles.
|
| 122 |
+
|
| 123 |
+
This class has compositions methods:
|
| 124 |
+
|
| 125 |
+
``+``
|
| 126 |
+
for 'inner' products (zip)
|
| 127 |
+
|
| 128 |
+
``+=``
|
| 129 |
+
in-place ``+``
|
| 130 |
+
|
| 131 |
+
``*``
|
| 132 |
+
for outer products (`itertools.product`) and integer multiplication
|
| 133 |
+
|
| 134 |
+
``*=``
|
| 135 |
+
in-place ``*``
|
| 136 |
+
|
| 137 |
+
and supports basic slicing via ``[]``.
|
| 138 |
+
|
| 139 |
+
Parameters
|
| 140 |
+
----------
|
| 141 |
+
left, right : Cycler or None
|
| 142 |
+
The 'left' and 'right' cyclers.
|
| 143 |
+
op : func or None
|
| 144 |
+
Function which composes the 'left' and 'right' cyclers.
|
| 145 |
+
"""
|
| 146 |
+
|
| 147 |
+
def __call__(self):
|
| 148 |
+
return cycle(self)
|
| 149 |
+
|
| 150 |
+
def __init__(
|
| 151 |
+
self,
|
| 152 |
+
left: Cycler[K, V] | Iterable[dict[K, V]] | None,
|
| 153 |
+
right: Cycler[K, V] | None = None,
|
| 154 |
+
op: Any = None,
|
| 155 |
+
):
|
| 156 |
+
"""
|
| 157 |
+
Semi-private init.
|
| 158 |
+
|
| 159 |
+
Do not use this directly, use `cycler` function instead.
|
| 160 |
+
"""
|
| 161 |
+
if isinstance(left, Cycler):
|
| 162 |
+
self._left: Cycler[K, V] | list[dict[K, V]] = Cycler(
|
| 163 |
+
left._left, left._right, left._op
|
| 164 |
+
)
|
| 165 |
+
elif left is not None:
|
| 166 |
+
# Need to copy the dictionary or else that will be a residual
|
| 167 |
+
# mutable that could lead to strange errors
|
| 168 |
+
self._left = [copy.copy(v) for v in left]
|
| 169 |
+
else:
|
| 170 |
+
self._left = []
|
| 171 |
+
|
| 172 |
+
if isinstance(right, Cycler):
|
| 173 |
+
self._right: Cycler[K, V] | None = Cycler(
|
| 174 |
+
right._left, right._right, right._op
|
| 175 |
+
)
|
| 176 |
+
else:
|
| 177 |
+
self._right = None
|
| 178 |
+
|
| 179 |
+
self._keys: set[K] = _process_keys(self._left, self._right)
|
| 180 |
+
self._op: Any = op
|
| 181 |
+
|
| 182 |
+
def __contains__(self, k):
|
| 183 |
+
return k in self._keys
|
| 184 |
+
|
| 185 |
+
@property
|
| 186 |
+
def keys(self) -> set[K]:
|
| 187 |
+
"""The keys this Cycler knows about."""
|
| 188 |
+
return set(self._keys)
|
| 189 |
+
|
| 190 |
+
def change_key(self, old: K, new: K) -> None:
|
| 191 |
+
"""
|
| 192 |
+
Change a key in this cycler to a new name.
|
| 193 |
+
Modification is performed in-place.
|
| 194 |
+
|
| 195 |
+
Does nothing if the old key is the same as the new key.
|
| 196 |
+
Raises a ValueError if the new key is already a key.
|
| 197 |
+
Raises a KeyError if the old key isn't a key.
|
| 198 |
+
"""
|
| 199 |
+
if old == new:
|
| 200 |
+
return
|
| 201 |
+
if new in self._keys:
|
| 202 |
+
raise ValueError(
|
| 203 |
+
f"Can't replace {old} with {new}, {new} is already a key"
|
| 204 |
+
)
|
| 205 |
+
if old not in self._keys:
|
| 206 |
+
raise KeyError(
|
| 207 |
+
f"Can't replace {old} with {new}, {old} is not a key"
|
| 208 |
+
)
|
| 209 |
+
|
| 210 |
+
self._keys.remove(old)
|
| 211 |
+
self._keys.add(new)
|
| 212 |
+
|
| 213 |
+
if self._right is not None and old in self._right.keys:
|
| 214 |
+
self._right.change_key(old, new)
|
| 215 |
+
|
| 216 |
+
# self._left should always be non-None
|
| 217 |
+
# if self._keys is non-empty.
|
| 218 |
+
elif isinstance(self._left, Cycler):
|
| 219 |
+
self._left.change_key(old, new)
|
| 220 |
+
else:
|
| 221 |
+
# It should be completely safe at this point to
|
| 222 |
+
# assume that the old key can be found in each
|
| 223 |
+
# iteration.
|
| 224 |
+
self._left = [{new: entry[old]} for entry in self._left]
|
| 225 |
+
|
| 226 |
+
@classmethod
|
| 227 |
+
def _from_iter(cls, label: K, itr: Iterable[V]) -> Cycler[K, V]:
|
| 228 |
+
"""
|
| 229 |
+
Class method to create 'base' Cycler objects
|
| 230 |
+
that do not have a 'right' or 'op' and for which
|
| 231 |
+
the 'left' object is not another Cycler.
|
| 232 |
+
|
| 233 |
+
Parameters
|
| 234 |
+
----------
|
| 235 |
+
label : hashable
|
| 236 |
+
The property key.
|
| 237 |
+
|
| 238 |
+
itr : iterable
|
| 239 |
+
Finite length iterable of the property values.
|
| 240 |
+
|
| 241 |
+
Returns
|
| 242 |
+
-------
|
| 243 |
+
`Cycler`
|
| 244 |
+
New 'base' cycler.
|
| 245 |
+
"""
|
| 246 |
+
ret: Cycler[K, V] = cls(None)
|
| 247 |
+
ret._left = list({label: v} for v in itr)
|
| 248 |
+
ret._keys = {label}
|
| 249 |
+
return ret
|
| 250 |
+
|
| 251 |
+
def __getitem__(self, key: slice) -> Cycler[K, V]:
|
| 252 |
+
# TODO : maybe add numpy style fancy slicing
|
| 253 |
+
if isinstance(key, slice):
|
| 254 |
+
trans = self.by_key()
|
| 255 |
+
return reduce(add, (_cycler(k, v[key]) for k, v in trans.items()))
|
| 256 |
+
else:
|
| 257 |
+
raise ValueError("Can only use slices with Cycler.__getitem__")
|
| 258 |
+
|
| 259 |
+
def __iter__(self) -> Generator[dict[K, V], None, None]:
|
| 260 |
+
if self._right is None:
|
| 261 |
+
for left in self._left:
|
| 262 |
+
yield dict(left)
|
| 263 |
+
else:
|
| 264 |
+
if self._op is None:
|
| 265 |
+
raise TypeError(
|
| 266 |
+
"Operation cannot be None when both left and right are defined"
|
| 267 |
+
)
|
| 268 |
+
for a, b in self._op(self._left, self._right):
|
| 269 |
+
out = {}
|
| 270 |
+
out.update(a)
|
| 271 |
+
out.update(b)
|
| 272 |
+
yield out
|
| 273 |
+
|
| 274 |
+
def __add__(self, other: Cycler[L, U]) -> Cycler[K | L, V | U]:
|
| 275 |
+
"""
|
| 276 |
+
Pair-wise combine two equal length cyclers (zip).
|
| 277 |
+
|
| 278 |
+
Parameters
|
| 279 |
+
----------
|
| 280 |
+
other : Cycler
|
| 281 |
+
"""
|
| 282 |
+
if len(self) != len(other):
|
| 283 |
+
raise ValueError(
|
| 284 |
+
f"Can only add equal length cycles, not {len(self)} and {len(other)}"
|
| 285 |
+
)
|
| 286 |
+
return Cycler(
|
| 287 |
+
cast(Cycler[Union[K, L], Union[V, U]], self),
|
| 288 |
+
cast(Cycler[Union[K, L], Union[V, U]], other),
|
| 289 |
+
zip
|
| 290 |
+
)
|
| 291 |
+
|
| 292 |
+
@overload
|
| 293 |
+
def __mul__(self, other: Cycler[L, U]) -> Cycler[K | L, V | U]:
|
| 294 |
+
...
|
| 295 |
+
|
| 296 |
+
@overload
|
| 297 |
+
def __mul__(self, other: int) -> Cycler[K, V]:
|
| 298 |
+
...
|
| 299 |
+
|
| 300 |
+
def __mul__(self, other):
|
| 301 |
+
"""
|
| 302 |
+
Outer product of two cyclers (`itertools.product`) or integer
|
| 303 |
+
multiplication.
|
| 304 |
+
|
| 305 |
+
Parameters
|
| 306 |
+
----------
|
| 307 |
+
other : Cycler or int
|
| 308 |
+
"""
|
| 309 |
+
if isinstance(other, Cycler):
|
| 310 |
+
return Cycler(
|
| 311 |
+
cast(Cycler[Union[K, L], Union[V, U]], self),
|
| 312 |
+
cast(Cycler[Union[K, L], Union[V, U]], other),
|
| 313 |
+
product
|
| 314 |
+
)
|
| 315 |
+
elif isinstance(other, int):
|
| 316 |
+
trans = self.by_key()
|
| 317 |
+
return reduce(
|
| 318 |
+
add, (_cycler(k, v * other) for k, v in trans.items())
|
| 319 |
+
)
|
| 320 |
+
else:
|
| 321 |
+
return NotImplemented
|
| 322 |
+
|
| 323 |
+
@overload
|
| 324 |
+
def __rmul__(self, other: Cycler[L, U]) -> Cycler[K | L, V | U]:
|
| 325 |
+
...
|
| 326 |
+
|
| 327 |
+
@overload
|
| 328 |
+
def __rmul__(self, other: int) -> Cycler[K, V]:
|
| 329 |
+
...
|
| 330 |
+
|
| 331 |
+
def __rmul__(self, other):
|
| 332 |
+
return self * other
|
| 333 |
+
|
| 334 |
+
def __len__(self) -> int:
|
| 335 |
+
op_dict: dict[Callable, Callable[[int, int], int]] = {zip: min, product: mul}
|
| 336 |
+
if self._right is None:
|
| 337 |
+
return len(self._left)
|
| 338 |
+
l_len = len(self._left)
|
| 339 |
+
r_len = len(self._right)
|
| 340 |
+
return op_dict[self._op](l_len, r_len)
|
| 341 |
+
|
| 342 |
+
# iadd and imul do not exapand the the type as the returns must be consistent with
|
| 343 |
+
# self, thus they flag as inconsistent with add/mul
|
| 344 |
+
def __iadd__(self, other: Cycler[K, V]) -> Cycler[K, V]: # type: ignore[misc]
|
| 345 |
+
"""
|
| 346 |
+
In-place pair-wise combine two equal length cyclers (zip).
|
| 347 |
+
|
| 348 |
+
Parameters
|
| 349 |
+
----------
|
| 350 |
+
other : Cycler
|
| 351 |
+
"""
|
| 352 |
+
if not isinstance(other, Cycler):
|
| 353 |
+
raise TypeError("Cannot += with a non-Cycler object")
|
| 354 |
+
# True shallow copy of self is fine since this is in-place
|
| 355 |
+
old_self = copy.copy(self)
|
| 356 |
+
self._keys = _process_keys(old_self, other)
|
| 357 |
+
self._left = old_self
|
| 358 |
+
self._op = zip
|
| 359 |
+
self._right = Cycler(other._left, other._right, other._op)
|
| 360 |
+
return self
|
| 361 |
+
|
| 362 |
+
def __imul__(self, other: Cycler[K, V] | int) -> Cycler[K, V]: # type: ignore[misc]
|
| 363 |
+
"""
|
| 364 |
+
In-place outer product of two cyclers (`itertools.product`).
|
| 365 |
+
|
| 366 |
+
Parameters
|
| 367 |
+
----------
|
| 368 |
+
other : Cycler
|
| 369 |
+
"""
|
| 370 |
+
if not isinstance(other, Cycler):
|
| 371 |
+
raise TypeError("Cannot *= with a non-Cycler object")
|
| 372 |
+
# True shallow copy of self is fine since this is in-place
|
| 373 |
+
old_self = copy.copy(self)
|
| 374 |
+
self._keys = _process_keys(old_self, other)
|
| 375 |
+
self._left = old_self
|
| 376 |
+
self._op = product
|
| 377 |
+
self._right = Cycler(other._left, other._right, other._op)
|
| 378 |
+
return self
|
| 379 |
+
|
| 380 |
+
def __eq__(self, other: object) -> bool:
|
| 381 |
+
if not isinstance(other, Cycler):
|
| 382 |
+
return False
|
| 383 |
+
if len(self) != len(other):
|
| 384 |
+
return False
|
| 385 |
+
if self.keys ^ other.keys:
|
| 386 |
+
return False
|
| 387 |
+
return all(a == b for a, b in zip(self, other))
|
| 388 |
+
|
| 389 |
+
__hash__ = None # type: ignore
|
| 390 |
+
|
| 391 |
+
def __repr__(self) -> str:
|
| 392 |
+
op_map = {zip: "+", product: "*"}
|
| 393 |
+
if self._right is None:
|
| 394 |
+
lab = self.keys.pop()
|
| 395 |
+
itr = list(v[lab] for v in self)
|
| 396 |
+
return f"cycler({lab!r}, {itr!r})"
|
| 397 |
+
else:
|
| 398 |
+
op = op_map.get(self._op, "?")
|
| 399 |
+
msg = "({left!r} {op} {right!r})"
|
| 400 |
+
return msg.format(left=self._left, op=op, right=self._right)
|
| 401 |
+
|
| 402 |
+
def _repr_html_(self) -> str:
|
| 403 |
+
# an table showing the value of each key through a full cycle
|
| 404 |
+
output = "<table>"
|
| 405 |
+
sorted_keys = sorted(self.keys, key=repr)
|
| 406 |
+
for key in sorted_keys:
|
| 407 |
+
output += f"<th>{key!r}</th>"
|
| 408 |
+
for d in iter(self):
|
| 409 |
+
output += "<tr>"
|
| 410 |
+
for k in sorted_keys:
|
| 411 |
+
output += f"<td>{d[k]!r}</td>"
|
| 412 |
+
output += "</tr>"
|
| 413 |
+
output += "</table>"
|
| 414 |
+
return output
|
| 415 |
+
|
| 416 |
+
def by_key(self) -> dict[K, list[V]]:
|
| 417 |
+
"""
|
| 418 |
+
Values by key.
|
| 419 |
+
|
| 420 |
+
This returns the transposed values of the cycler. Iterating
|
| 421 |
+
over a `Cycler` yields dicts with a single value for each key,
|
| 422 |
+
this method returns a `dict` of `list` which are the values
|
| 423 |
+
for the given key.
|
| 424 |
+
|
| 425 |
+
The returned value can be used to create an equivalent `Cycler`
|
| 426 |
+
using only `+`.
|
| 427 |
+
|
| 428 |
+
Returns
|
| 429 |
+
-------
|
| 430 |
+
transpose : dict
|
| 431 |
+
dict of lists of the values for each key.
|
| 432 |
+
"""
|
| 433 |
+
|
| 434 |
+
# TODO : sort out if this is a bottle neck, if there is a better way
|
| 435 |
+
# and if we care.
|
| 436 |
+
|
| 437 |
+
keys = self.keys
|
| 438 |
+
out: dict[K, list[V]] = {k: list() for k in keys}
|
| 439 |
+
|
| 440 |
+
for d in self:
|
| 441 |
+
for k in keys:
|
| 442 |
+
out[k].append(d[k])
|
| 443 |
+
return out
|
| 444 |
+
|
| 445 |
+
# for back compatibility
|
| 446 |
+
_transpose = by_key
|
| 447 |
+
|
| 448 |
+
def simplify(self) -> Cycler[K, V]:
|
| 449 |
+
"""
|
| 450 |
+
Simplify the cycler into a sum (but no products) of cyclers.
|
| 451 |
+
|
| 452 |
+
Returns
|
| 453 |
+
-------
|
| 454 |
+
simple : Cycler
|
| 455 |
+
"""
|
| 456 |
+
# TODO: sort out if it is worth the effort to make sure this is
|
| 457 |
+
# balanced. Currently it is is
|
| 458 |
+
# (((a + b) + c) + d) vs
|
| 459 |
+
# ((a + b) + (c + d))
|
| 460 |
+
# I would believe that there is some performance implications
|
| 461 |
+
trans = self.by_key()
|
| 462 |
+
return reduce(add, (_cycler(k, v) for k, v in trans.items()))
|
| 463 |
+
|
| 464 |
+
concat = concat
|
| 465 |
+
|
| 466 |
+
|
| 467 |
+
@overload
|
| 468 |
+
def cycler(arg: Cycler[K, V]) -> Cycler[K, V]:
|
| 469 |
+
...
|
| 470 |
+
|
| 471 |
+
|
| 472 |
+
@overload
|
| 473 |
+
def cycler(**kwargs: Iterable[V]) -> Cycler[str, V]:
|
| 474 |
+
...
|
| 475 |
+
|
| 476 |
+
|
| 477 |
+
@overload
|
| 478 |
+
def cycler(label: K, itr: Iterable[V]) -> Cycler[K, V]:
|
| 479 |
+
...
|
| 480 |
+
|
| 481 |
+
|
| 482 |
+
def cycler(*args, **kwargs):
|
| 483 |
+
"""
|
| 484 |
+
Create a new `Cycler` object from a single positional argument,
|
| 485 |
+
a pair of positional arguments, or the combination of keyword arguments.
|
| 486 |
+
|
| 487 |
+
cycler(arg)
|
| 488 |
+
cycler(label1=itr1[, label2=iter2[, ...]])
|
| 489 |
+
cycler(label, itr)
|
| 490 |
+
|
| 491 |
+
Form 1 simply copies a given `Cycler` object.
|
| 492 |
+
|
| 493 |
+
Form 2 composes a `Cycler` as an inner product of the
|
| 494 |
+
pairs of keyword arguments. In other words, all of the
|
| 495 |
+
iterables are cycled simultaneously, as if through zip().
|
| 496 |
+
|
| 497 |
+
Form 3 creates a `Cycler` from a label and an iterable.
|
| 498 |
+
This is useful for when the label cannot be a keyword argument
|
| 499 |
+
(e.g., an integer or a name that has a space in it).
|
| 500 |
+
|
| 501 |
+
Parameters
|
| 502 |
+
----------
|
| 503 |
+
arg : Cycler
|
| 504 |
+
Copy constructor for Cycler (does a shallow copy of iterables).
|
| 505 |
+
label : name
|
| 506 |
+
The property key. In the 2-arg form of the function,
|
| 507 |
+
the label can be any hashable object. In the keyword argument
|
| 508 |
+
form of the function, it must be a valid python identifier.
|
| 509 |
+
itr : iterable
|
| 510 |
+
Finite length iterable of the property values.
|
| 511 |
+
Can be a single-property `Cycler` that would
|
| 512 |
+
be like a key change, but as a shallow copy.
|
| 513 |
+
|
| 514 |
+
Returns
|
| 515 |
+
-------
|
| 516 |
+
cycler : Cycler
|
| 517 |
+
New `Cycler` for the given property
|
| 518 |
+
|
| 519 |
+
"""
|
| 520 |
+
if args and kwargs:
|
| 521 |
+
raise TypeError(
|
| 522 |
+
"cycler() can only accept positional OR keyword arguments -- not both."
|
| 523 |
+
)
|
| 524 |
+
|
| 525 |
+
if len(args) == 1:
|
| 526 |
+
if not isinstance(args[0], Cycler):
|
| 527 |
+
raise TypeError(
|
| 528 |
+
"If only one positional argument given, it must "
|
| 529 |
+
"be a Cycler instance."
|
| 530 |
+
)
|
| 531 |
+
return Cycler(args[0])
|
| 532 |
+
elif len(args) == 2:
|
| 533 |
+
return _cycler(*args)
|
| 534 |
+
elif len(args) > 2:
|
| 535 |
+
raise TypeError(
|
| 536 |
+
"Only a single Cycler can be accepted as the lone "
|
| 537 |
+
"positional argument. Use keyword arguments instead."
|
| 538 |
+
)
|
| 539 |
+
|
| 540 |
+
if kwargs:
|
| 541 |
+
return reduce(add, (_cycler(k, v) for k, v in kwargs.items()))
|
| 542 |
+
|
| 543 |
+
raise TypeError("Must have at least a positional OR keyword arguments")
|
| 544 |
+
|
| 545 |
+
|
| 546 |
+
def _cycler(label: K, itr: Iterable[V]) -> Cycler[K, V]:
|
| 547 |
+
"""
|
| 548 |
+
Create a new `Cycler` object from a property name and iterable of values.
|
| 549 |
+
|
| 550 |
+
Parameters
|
| 551 |
+
----------
|
| 552 |
+
label : hashable
|
| 553 |
+
The property key.
|
| 554 |
+
itr : iterable
|
| 555 |
+
Finite length iterable of the property values.
|
| 556 |
+
|
| 557 |
+
Returns
|
| 558 |
+
-------
|
| 559 |
+
cycler : Cycler
|
| 560 |
+
New `Cycler` for the given property
|
| 561 |
+
"""
|
| 562 |
+
if isinstance(itr, Cycler):
|
| 563 |
+
keys = itr.keys
|
| 564 |
+
if len(keys) != 1:
|
| 565 |
+
msg = "Can not create Cycler from a multi-property Cycler"
|
| 566 |
+
raise ValueError(msg)
|
| 567 |
+
|
| 568 |
+
lab = keys.pop()
|
| 569 |
+
# Doesn't need to be a new list because
|
| 570 |
+
# _from_iter() will be creating that new list anyway.
|
| 571 |
+
itr = (v[lab] for v in itr)
|
| 572 |
+
|
| 573 |
+
return Cycler._from_iter(label, itr)
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/cycler/__pycache__/__init__.cpython-310.pyc
ADDED
|
Binary file (16.6 kB). View file
|
|
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/cycler/py.typed
ADDED
|
File without changes
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/filelock-3.20.0.dist-info/INSTALLER
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
uv
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/filelock-3.20.0.dist-info/METADATA
ADDED
|
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
Metadata-Version: 2.4
|
| 2 |
+
Name: filelock
|
| 3 |
+
Version: 3.20.0
|
| 4 |
+
Summary: A platform independent file lock.
|
| 5 |
+
Project-URL: Documentation, https://py-filelock.readthedocs.io
|
| 6 |
+
Project-URL: Homepage, https://github.com/tox-dev/py-filelock
|
| 7 |
+
Project-URL: Source, https://github.com/tox-dev/py-filelock
|
| 8 |
+
Project-URL: Tracker, https://github.com/tox-dev/py-filelock/issues
|
| 9 |
+
Maintainer-email: Bernát Gábor <gaborjbernat@gmail.com>
|
| 10 |
+
License-Expression: Unlicense
|
| 11 |
+
License-File: LICENSE
|
| 12 |
+
Keywords: application,cache,directory,log,user
|
| 13 |
+
Classifier: Development Status :: 5 - Production/Stable
|
| 14 |
+
Classifier: Intended Audience :: Developers
|
| 15 |
+
Classifier: License :: OSI Approved :: The Unlicense (Unlicense)
|
| 16 |
+
Classifier: Operating System :: OS Independent
|
| 17 |
+
Classifier: Programming Language :: Python
|
| 18 |
+
Classifier: Programming Language :: Python :: 3 :: Only
|
| 19 |
+
Classifier: Programming Language :: Python :: 3.10
|
| 20 |
+
Classifier: Programming Language :: Python :: 3.11
|
| 21 |
+
Classifier: Programming Language :: Python :: 3.12
|
| 22 |
+
Classifier: Programming Language :: Python :: 3.13
|
| 23 |
+
Classifier: Programming Language :: Python :: 3.14
|
| 24 |
+
Classifier: Topic :: Internet
|
| 25 |
+
Classifier: Topic :: Software Development :: Libraries
|
| 26 |
+
Classifier: Topic :: System
|
| 27 |
+
Requires-Python: >=3.10
|
| 28 |
+
Description-Content-Type: text/markdown
|
| 29 |
+
|
| 30 |
+
# filelock
|
| 31 |
+
|
| 32 |
+
[](https://pypi.org/project/filelock/)
|
| 33 |
+
[](https://pypi.org/project/filelock/)
|
| 35 |
+
[](https://py-filelock.readthedocs.io/en/latest/?badge=latest)
|
| 37 |
+
[](https://github.com/psf/black)
|
| 39 |
+
[](https://pepy.tech/project/filelock)
|
| 40 |
+
[](https://github.com/tox-dev/py-filelock/actions/workflows/check.yaml)
|
| 41 |
+
|
| 42 |
+
For more information checkout the [official documentation](https://py-filelock.readthedocs.io/en/latest/index.html).
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/filelock-3.20.0.dist-info/RECORD
ADDED
|
@@ -0,0 +1,16 @@
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|
| 1 |
+
filelock-3.20.0.dist-info/INSTALLER,sha256=5hhM4Q4mYTT9z6QB6PGpUAW81PGNFrYrdXMj4oM_6ak,2
|
| 2 |
+
filelock-3.20.0.dist-info/METADATA,sha256=gIghqdcbGNywxw52pN02_a9OxFqzhjA8v-9GsDWtNog,2110
|
| 3 |
+
filelock-3.20.0.dist-info/RECORD,,
|
| 4 |
+
filelock-3.20.0.dist-info/REQUESTED,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
|
| 5 |
+
filelock-3.20.0.dist-info/WHEEL,sha256=qtCwoSJWgHk21S1Kb4ihdzI2rlJ1ZKaIurTj_ngOhyQ,87
|
| 6 |
+
filelock-3.20.0.dist-info/licenses/LICENSE,sha256=iNm062BXnBkew5HKBMFhMFctfu3EqG2qWL8oxuFMm80,1210
|
| 7 |
+
filelock/__init__.py,sha256=_t_-OAGXo_qyPa9lNQ1YnzVYEvSW3I0onPqzpomsVVg,1769
|
| 8 |
+
filelock/_api.py,sha256=2aATBeJ3-jtMj5OSm7EE539iNaTBsf13KXtcBMoi8oM,14545
|
| 9 |
+
filelock/_error.py,sha256=-5jMcjTu60YAvAO1UbqDD1GIEjVkwr8xCFwDBtMeYDg,787
|
| 10 |
+
filelock/_soft.py,sha256=haqtc_TB_KJbYv2a8iuEAclKuM4fMG1vTcp28sK919c,1711
|
| 11 |
+
filelock/_unix.py,sha256=eGOs4gDgZ-5fGnJUz-OkJDeZkAMzgvYcD8hVD6XH7e4,2351
|
| 12 |
+
filelock/_util.py,sha256=QHBoNFIYfbAThhotH3Q8E2acFc84wpG49-T-uu017ZE,1715
|
| 13 |
+
filelock/_windows.py,sha256=8k4XIBl_zZVfGC2gz0kEr8DZBvpNa8wdU9qeM1YrBb8,2179
|
| 14 |
+
filelock/asyncio.py,sha256=dSLe6XZSECFOgsVpcQUSh5Y5zAHxHGPu_tfpPX9I45k,12514
|
| 15 |
+
filelock/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
|
| 16 |
+
filelock/version.py,sha256=AW5MeEjK4TaQWWJrGb_AlBw8PlmFoIcn7GodG_AVSOM,706
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/filelock-3.20.0.dist-info/REQUESTED
ADDED
|
File without changes
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/filelock-3.20.0.dist-info/WHEEL
ADDED
|
@@ -0,0 +1,4 @@
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|
| 1 |
+
Wheel-Version: 1.0
|
| 2 |
+
Generator: hatchling 1.27.0
|
| 3 |
+
Root-Is-Purelib: true
|
| 4 |
+
Tag: py3-none-any
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/filelock-3.20.0.dist-info/licenses/LICENSE
ADDED
|
@@ -0,0 +1,24 @@
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|
|
| 1 |
+
This is free and unencumbered software released into the public domain.
|
| 2 |
+
|
| 3 |
+
Anyone is free to copy, modify, publish, use, compile, sell, or
|
| 4 |
+
distribute this software, either in source code form or as a compiled
|
| 5 |
+
binary, for any purpose, commercial or non-commercial, and by any
|
| 6 |
+
means.
|
| 7 |
+
|
| 8 |
+
In jurisdictions that recognize copyright laws, the author or authors
|
| 9 |
+
of this software dedicate any and all copyright interest in the
|
| 10 |
+
software to the public domain. We make this dedication for the benefit
|
| 11 |
+
of the public at large and to the detriment of our heirs and
|
| 12 |
+
successors. We intend this dedication to be an overt act of
|
| 13 |
+
relinquishment in perpetuity of all present and future rights to this
|
| 14 |
+
software under copyright law.
|
| 15 |
+
|
| 16 |
+
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
|
| 17 |
+
EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
|
| 18 |
+
MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.
|
| 19 |
+
IN NO EVENT SHALL THE AUTHORS BE LIABLE FOR ANY CLAIM, DAMAGES OR
|
| 20 |
+
OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE,
|
| 21 |
+
ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
|
| 22 |
+
OTHER DEALINGS IN THE SOFTWARE.
|
| 23 |
+
|
| 24 |
+
For more information, please refer to <http://unlicense.org>
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/markupsafe-3.0.3.dist-info/INSTALLER
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
uv
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/markupsafe-3.0.3.dist-info/METADATA
ADDED
|
@@ -0,0 +1,74 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
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|
|
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|
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|
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|
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|
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|
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|
|
|
|
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|
|
|
|
|
| 1 |
+
Metadata-Version: 2.4
|
| 2 |
+
Name: MarkupSafe
|
| 3 |
+
Version: 3.0.3
|
| 4 |
+
Summary: Safely add untrusted strings to HTML/XML markup.
|
| 5 |
+
Maintainer-email: Pallets <contact@palletsprojects.com>
|
| 6 |
+
License-Expression: BSD-3-Clause
|
| 7 |
+
Project-URL: Donate, https://palletsprojects.com/donate
|
| 8 |
+
Project-URL: Documentation, https://markupsafe.palletsprojects.com/
|
| 9 |
+
Project-URL: Changes, https://markupsafe.palletsprojects.com/page/changes/
|
| 10 |
+
Project-URL: Source, https://github.com/pallets/markupsafe/
|
| 11 |
+
Project-URL: Chat, https://discord.gg/pallets
|
| 12 |
+
Classifier: Development Status :: 5 - Production/Stable
|
| 13 |
+
Classifier: Environment :: Web Environment
|
| 14 |
+
Classifier: Intended Audience :: Developers
|
| 15 |
+
Classifier: Operating System :: OS Independent
|
| 16 |
+
Classifier: Programming Language :: Python
|
| 17 |
+
Classifier: Topic :: Internet :: WWW/HTTP :: Dynamic Content
|
| 18 |
+
Classifier: Topic :: Text Processing :: Markup :: HTML
|
| 19 |
+
Classifier: Typing :: Typed
|
| 20 |
+
Requires-Python: >=3.9
|
| 21 |
+
Description-Content-Type: text/markdown
|
| 22 |
+
License-File: LICENSE.txt
|
| 23 |
+
Dynamic: license-file
|
| 24 |
+
|
| 25 |
+
<div align="center"><img src="https://raw.githubusercontent.com/pallets/markupsafe/refs/heads/stable/docs/_static/markupsafe-name.svg" alt="" height="150"></div>
|
| 26 |
+
|
| 27 |
+
# MarkupSafe
|
| 28 |
+
|
| 29 |
+
MarkupSafe implements a text object that escapes characters so it is
|
| 30 |
+
safe to use in HTML and XML. Characters that have special meanings are
|
| 31 |
+
replaced so that they display as the actual characters. This mitigates
|
| 32 |
+
injection attacks, meaning untrusted user input can safely be displayed
|
| 33 |
+
on a page.
|
| 34 |
+
|
| 35 |
+
|
| 36 |
+
## Examples
|
| 37 |
+
|
| 38 |
+
```pycon
|
| 39 |
+
>>> from markupsafe import Markup, escape
|
| 40 |
+
|
| 41 |
+
>>> # escape replaces special characters and wraps in Markup
|
| 42 |
+
>>> escape("<script>alert(document.cookie);</script>")
|
| 43 |
+
Markup('<script>alert(document.cookie);</script>')
|
| 44 |
+
|
| 45 |
+
>>> # wrap in Markup to mark text "safe" and prevent escaping
|
| 46 |
+
>>> Markup("<strong>Hello</strong>")
|
| 47 |
+
Markup('<strong>hello</strong>')
|
| 48 |
+
|
| 49 |
+
>>> escape(Markup("<strong>Hello</strong>"))
|
| 50 |
+
Markup('<strong>hello</strong>')
|
| 51 |
+
|
| 52 |
+
>>> # Markup is a str subclass
|
| 53 |
+
>>> # methods and operators escape their arguments
|
| 54 |
+
>>> template = Markup("Hello <em>{name}</em>")
|
| 55 |
+
>>> template.format(name='"World"')
|
| 56 |
+
Markup('Hello <em>"World"</em>')
|
| 57 |
+
```
|
| 58 |
+
|
| 59 |
+
## Donate
|
| 60 |
+
|
| 61 |
+
The Pallets organization develops and supports MarkupSafe and other
|
| 62 |
+
popular packages. In order to grow the community of contributors and
|
| 63 |
+
users, and allow the maintainers to devote more time to the projects,
|
| 64 |
+
[please donate today][].
|
| 65 |
+
|
| 66 |
+
[please donate today]: https://palletsprojects.com/donate
|
| 67 |
+
|
| 68 |
+
## Contributing
|
| 69 |
+
|
| 70 |
+
See our [detailed contributing documentation][contrib] for many ways to
|
| 71 |
+
contribute, including reporting issues, requesting features, asking or answering
|
| 72 |
+
questions, and making PRs.
|
| 73 |
+
|
| 74 |
+
[contrib]: https://palletsprojects.com/contributing/
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/markupsafe-3.0.3.dist-info/RECORD
ADDED
|
@@ -0,0 +1,13 @@
|
|
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|
| 1 |
+
markupsafe-3.0.3.dist-info/INSTALLER,sha256=5hhM4Q4mYTT9z6QB6PGpUAW81PGNFrYrdXMj4oM_6ak,2
|
| 2 |
+
markupsafe-3.0.3.dist-info/METADATA,sha256=ErTMYaf6KIz3Zn7j8hN4bZYZ21f7M_9vk0r7y1wS7IE,2690
|
| 3 |
+
markupsafe-3.0.3.dist-info/RECORD,,
|
| 4 |
+
markupsafe-3.0.3.dist-info/REQUESTED,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
|
| 5 |
+
markupsafe-3.0.3.dist-info/WHEEL,sha256=DZl4yYurviXJJQsilHH1qAzCRDsdz--oNtDZ-hUrZUk,190
|
| 6 |
+
markupsafe-3.0.3.dist-info/licenses/LICENSE.txt,sha256=SJqOEQhQntmKN7uYPhHg9-HTHwvY-Zp5yESOf_N9B-o,1475
|
| 7 |
+
markupsafe-3.0.3.dist-info/top_level.txt,sha256=qy0Plje5IJuvsCBjejJyhDCjEAdcDLK_2agVcex8Z6U,11
|
| 8 |
+
markupsafe/__init__.py,sha256=u1fLcNCx0P8E7LT6z3OXf6ipnSmgm6aefne5y-d7o40,13248
|
| 9 |
+
markupsafe/_native.py,sha256=hSLs8Jmz5aqayuengJJ3kdT5PwNpBWpKrmQSdipndC8,210
|
| 10 |
+
markupsafe/_speedups.c,sha256=t3tC6oVV7-bmKUqvCO5pVSky-G8ACIXpWMaJwkNtJjg,4327
|
| 11 |
+
markupsafe/_speedups.cpython-310-x86_64-linux-gnu.so,sha256=IZmv9CMn34fHG-Pl2n7sQLmmtn2wqXhKYuCNqjunu9U,35816
|
| 12 |
+
markupsafe/_speedups.pyi,sha256=ENd1bYe7gbBUf2ywyYWOGUpnXOHNJ-cgTNqetlW8h5k,41
|
| 13 |
+
markupsafe/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/markupsafe-3.0.3.dist-info/REQUESTED
ADDED
|
File without changes
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/markupsafe-3.0.3.dist-info/WHEEL
ADDED
|
@@ -0,0 +1,7 @@
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
Wheel-Version: 1.0
|
| 2 |
+
Generator: setuptools (80.9.0)
|
| 3 |
+
Root-Is-Purelib: false
|
| 4 |
+
Tag: cp310-cp310-manylinux_2_17_x86_64
|
| 5 |
+
Tag: cp310-cp310-manylinux2014_x86_64
|
| 6 |
+
Tag: cp310-cp310-manylinux_2_28_x86_64
|
| 7 |
+
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/markupsafe-3.0.3.dist-info/licenses/LICENSE.txt
ADDED
|
@@ -0,0 +1,28 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
| 1 |
+
Copyright 2010 Pallets
|
| 2 |
+
|
| 3 |
+
Redistribution and use in source and binary forms, with or without
|
| 4 |
+
modification, are permitted provided that the following conditions are
|
| 5 |
+
met:
|
| 6 |
+
|
| 7 |
+
1. Redistributions of source code must retain the above copyright
|
| 8 |
+
notice, this list of conditions and the following disclaimer.
|
| 9 |
+
|
| 10 |
+
2. Redistributions in binary form must reproduce the above copyright
|
| 11 |
+
notice, this list of conditions and the following disclaimer in the
|
| 12 |
+
documentation and/or other materials provided with the distribution.
|
| 13 |
+
|
| 14 |
+
3. Neither the name of the copyright holder nor the names of its
|
| 15 |
+
contributors may be used to endorse or promote products derived from
|
| 16 |
+
this software without specific prior written permission.
|
| 17 |
+
|
| 18 |
+
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
|
| 19 |
+
"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
|
| 20 |
+
LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A
|
| 21 |
+
PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
|
| 22 |
+
HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
|
| 23 |
+
SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED
|
| 24 |
+
TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
|
| 25 |
+
PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
|
| 26 |
+
LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
|
| 27 |
+
NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
|
| 28 |
+
SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/markupsafe-3.0.3.dist-info/top_level.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
markupsafe
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/matplotlib-3.10.7.dist-info/INSTALLER
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
uv
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/matplotlib-3.10.7.dist-info/LICENSE
ADDED
|
@@ -0,0 +1,99 @@
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|
| 1 |
+
License agreement for matplotlib versions 1.3.0 and later
|
| 2 |
+
=========================================================
|
| 3 |
+
|
| 4 |
+
1. This LICENSE AGREEMENT is between the Matplotlib Development Team
|
| 5 |
+
("MDT"), and the Individual or Organization ("Licensee") accessing and
|
| 6 |
+
otherwise using matplotlib software in source or binary form and its
|
| 7 |
+
associated documentation.
|
| 8 |
+
|
| 9 |
+
2. Subject to the terms and conditions of this License Agreement, MDT
|
| 10 |
+
hereby grants Licensee a nonexclusive, royalty-free, world-wide license
|
| 11 |
+
to reproduce, analyze, test, perform and/or display publicly, prepare
|
| 12 |
+
derivative works, distribute, and otherwise use matplotlib
|
| 13 |
+
alone or in any derivative version, provided, however, that MDT's
|
| 14 |
+
License Agreement and MDT's notice of copyright, i.e., "Copyright (c)
|
| 15 |
+
2012- Matplotlib Development Team; All Rights Reserved" are retained in
|
| 16 |
+
matplotlib alone or in any derivative version prepared by
|
| 17 |
+
Licensee.
|
| 18 |
+
|
| 19 |
+
3. In the event Licensee prepares a derivative work that is based on or
|
| 20 |
+
incorporates matplotlib or any part thereof, and wants to
|
| 21 |
+
make the derivative work available to others as provided herein, then
|
| 22 |
+
Licensee hereby agrees to include in any such work a brief summary of
|
| 23 |
+
the changes made to matplotlib .
|
| 24 |
+
|
| 25 |
+
4. MDT is making matplotlib available to Licensee on an "AS
|
| 26 |
+
IS" basis. MDT MAKES NO REPRESENTATIONS OR WARRANTIES, EXPRESS OR
|
| 27 |
+
IMPLIED. BY WAY OF EXAMPLE, BUT NOT LIMITATION, MDT MAKES NO AND
|
| 28 |
+
DISCLAIMS ANY REPRESENTATION OR WARRANTY OF MERCHANTABILITY OR FITNESS
|
| 29 |
+
FOR ANY PARTICULAR PURPOSE OR THAT THE USE OF MATPLOTLIB
|
| 30 |
+
WILL NOT INFRINGE ANY THIRD PARTY RIGHTS.
|
| 31 |
+
|
| 32 |
+
5. MDT SHALL NOT BE LIABLE TO LICENSEE OR ANY OTHER USERS OF MATPLOTLIB
|
| 33 |
+
FOR ANY INCIDENTAL, SPECIAL, OR CONSEQUENTIAL DAMAGES OR
|
| 34 |
+
LOSS AS A RESULT OF MODIFYING, DISTRIBUTING, OR OTHERWISE USING
|
| 35 |
+
MATPLOTLIB , OR ANY DERIVATIVE THEREOF, EVEN IF ADVISED OF
|
| 36 |
+
THE POSSIBILITY THEREOF.
|
| 37 |
+
|
| 38 |
+
6. This License Agreement will automatically terminate upon a material
|
| 39 |
+
breach of its terms and conditions.
|
| 40 |
+
|
| 41 |
+
7. Nothing in this License Agreement shall be deemed to create any
|
| 42 |
+
relationship of agency, partnership, or joint venture between MDT and
|
| 43 |
+
Licensee. This License Agreement does not grant permission to use MDT
|
| 44 |
+
trademarks or trade name in a trademark sense to endorse or promote
|
| 45 |
+
products or services of Licensee, or any third party.
|
| 46 |
+
|
| 47 |
+
8. By copying, installing or otherwise using matplotlib ,
|
| 48 |
+
Licensee agrees to be bound by the terms and conditions of this License
|
| 49 |
+
Agreement.
|
| 50 |
+
|
| 51 |
+
License agreement for matplotlib versions prior to 1.3.0
|
| 52 |
+
========================================================
|
| 53 |
+
|
| 54 |
+
1. This LICENSE AGREEMENT is between John D. Hunter ("JDH"), and the
|
| 55 |
+
Individual or Organization ("Licensee") accessing and otherwise using
|
| 56 |
+
matplotlib software in source or binary form and its associated
|
| 57 |
+
documentation.
|
| 58 |
+
|
| 59 |
+
2. Subject to the terms and conditions of this License Agreement, JDH
|
| 60 |
+
hereby grants Licensee a nonexclusive, royalty-free, world-wide license
|
| 61 |
+
to reproduce, analyze, test, perform and/or display publicly, prepare
|
| 62 |
+
derivative works, distribute, and otherwise use matplotlib
|
| 63 |
+
alone or in any derivative version, provided, however, that JDH's
|
| 64 |
+
License Agreement and JDH's notice of copyright, i.e., "Copyright (c)
|
| 65 |
+
2002-2011 John D. Hunter; All Rights Reserved" are retained in
|
| 66 |
+
matplotlib alone or in any derivative version prepared by
|
| 67 |
+
Licensee.
|
| 68 |
+
|
| 69 |
+
3. In the event Licensee prepares a derivative work that is based on or
|
| 70 |
+
incorporates matplotlib or any part thereof, and wants to
|
| 71 |
+
make the derivative work available to others as provided herein, then
|
| 72 |
+
Licensee hereby agrees to include in any such work a brief summary of
|
| 73 |
+
the changes made to matplotlib.
|
| 74 |
+
|
| 75 |
+
4. JDH is making matplotlib available to Licensee on an "AS
|
| 76 |
+
IS" basis. JDH MAKES NO REPRESENTATIONS OR WARRANTIES, EXPRESS OR
|
| 77 |
+
IMPLIED. BY WAY OF EXAMPLE, BUT NOT LIMITATION, JDH MAKES NO AND
|
| 78 |
+
DISCLAIMS ANY REPRESENTATION OR WARRANTY OF MERCHANTABILITY OR FITNESS
|
| 79 |
+
FOR ANY PARTICULAR PURPOSE OR THAT THE USE OF MATPLOTLIB
|
| 80 |
+
WILL NOT INFRINGE ANY THIRD PARTY RIGHTS.
|
| 81 |
+
|
| 82 |
+
5. JDH SHALL NOT BE LIABLE TO LICENSEE OR ANY OTHER USERS OF MATPLOTLIB
|
| 83 |
+
FOR ANY INCIDENTAL, SPECIAL, OR CONSEQUENTIAL DAMAGES OR
|
| 84 |
+
LOSS AS A RESULT OF MODIFYING, DISTRIBUTING, OR OTHERWISE USING
|
| 85 |
+
MATPLOTLIB , OR ANY DERIVATIVE THEREOF, EVEN IF ADVISED OF
|
| 86 |
+
THE POSSIBILITY THEREOF.
|
| 87 |
+
|
| 88 |
+
6. This License Agreement will automatically terminate upon a material
|
| 89 |
+
breach of its terms and conditions.
|
| 90 |
+
|
| 91 |
+
7. Nothing in this License Agreement shall be deemed to create any
|
| 92 |
+
relationship of agency, partnership, or joint venture between JDH and
|
| 93 |
+
Licensee. This License Agreement does not grant permission to use JDH
|
| 94 |
+
trademarks or trade name in a trademark sense to endorse or promote
|
| 95 |
+
products or services of Licensee, or any third party.
|
| 96 |
+
|
| 97 |
+
8. By copying, installing or otherwise using matplotlib,
|
| 98 |
+
Licensee agrees to be bound by the terms and conditions of this License
|
| 99 |
+
Agreement.
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/matplotlib-3.10.7.dist-info/METADATA
ADDED
|
@@ -0,0 +1,215 @@
|
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|
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|
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|
|
|
|
|
|
|
| 1 |
+
Metadata-Version: 2.1
|
| 2 |
+
Name: matplotlib
|
| 3 |
+
Version: 3.10.7
|
| 4 |
+
Summary: Python plotting package
|
| 5 |
+
Author: John D. Hunter, Michael Droettboom
|
| 6 |
+
Author-Email: Unknown <matplotlib-users@python.org>
|
| 7 |
+
License: License agreement for matplotlib versions 1.3.0 and later
|
| 8 |
+
=========================================================
|
| 9 |
+
|
| 10 |
+
1. This LICENSE AGREEMENT is between the Matplotlib Development Team
|
| 11 |
+
("MDT"), and the Individual or Organization ("Licensee") accessing and
|
| 12 |
+
otherwise using matplotlib software in source or binary form and its
|
| 13 |
+
associated documentation.
|
| 14 |
+
|
| 15 |
+
2. Subject to the terms and conditions of this License Agreement, MDT
|
| 16 |
+
hereby grants Licensee a nonexclusive, royalty-free, world-wide license
|
| 17 |
+
to reproduce, analyze, test, perform and/or display publicly, prepare
|
| 18 |
+
derivative works, distribute, and otherwise use matplotlib
|
| 19 |
+
alone or in any derivative version, provided, however, that MDT's
|
| 20 |
+
License Agreement and MDT's notice of copyright, i.e., "Copyright (c)
|
| 21 |
+
2012- Matplotlib Development Team; All Rights Reserved" are retained in
|
| 22 |
+
matplotlib alone or in any derivative version prepared by
|
| 23 |
+
Licensee.
|
| 24 |
+
|
| 25 |
+
3. In the event Licensee prepares a derivative work that is based on or
|
| 26 |
+
incorporates matplotlib or any part thereof, and wants to
|
| 27 |
+
make the derivative work available to others as provided herein, then
|
| 28 |
+
Licensee hereby agrees to include in any such work a brief summary of
|
| 29 |
+
the changes made to matplotlib .
|
| 30 |
+
|
| 31 |
+
4. MDT is making matplotlib available to Licensee on an "AS
|
| 32 |
+
IS" basis. MDT MAKES NO REPRESENTATIONS OR WARRANTIES, EXPRESS OR
|
| 33 |
+
IMPLIED. BY WAY OF EXAMPLE, BUT NOT LIMITATION, MDT MAKES NO AND
|
| 34 |
+
DISCLAIMS ANY REPRESENTATION OR WARRANTY OF MERCHANTABILITY OR FITNESS
|
| 35 |
+
FOR ANY PARTICULAR PURPOSE OR THAT THE USE OF MATPLOTLIB
|
| 36 |
+
WILL NOT INFRINGE ANY THIRD PARTY RIGHTS.
|
| 37 |
+
|
| 38 |
+
5. MDT SHALL NOT BE LIABLE TO LICENSEE OR ANY OTHER USERS OF MATPLOTLIB
|
| 39 |
+
FOR ANY INCIDENTAL, SPECIAL, OR CONSEQUENTIAL DAMAGES OR
|
| 40 |
+
LOSS AS A RESULT OF MODIFYING, DISTRIBUTING, OR OTHERWISE USING
|
| 41 |
+
MATPLOTLIB , OR ANY DERIVATIVE THEREOF, EVEN IF ADVISED OF
|
| 42 |
+
THE POSSIBILITY THEREOF.
|
| 43 |
+
|
| 44 |
+
6. This License Agreement will automatically terminate upon a material
|
| 45 |
+
breach of its terms and conditions.
|
| 46 |
+
|
| 47 |
+
7. Nothing in this License Agreement shall be deemed to create any
|
| 48 |
+
relationship of agency, partnership, or joint venture between MDT and
|
| 49 |
+
Licensee. This License Agreement does not grant permission to use MDT
|
| 50 |
+
trademarks or trade name in a trademark sense to endorse or promote
|
| 51 |
+
products or services of Licensee, or any third party.
|
| 52 |
+
|
| 53 |
+
8. By copying, installing or otherwise using matplotlib ,
|
| 54 |
+
Licensee agrees to be bound by the terms and conditions of this License
|
| 55 |
+
Agreement.
|
| 56 |
+
|
| 57 |
+
License agreement for matplotlib versions prior to 1.3.0
|
| 58 |
+
========================================================
|
| 59 |
+
|
| 60 |
+
1. This LICENSE AGREEMENT is between John D. Hunter ("JDH"), and the
|
| 61 |
+
Individual or Organization ("Licensee") accessing and otherwise using
|
| 62 |
+
matplotlib software in source or binary form and its associated
|
| 63 |
+
documentation.
|
| 64 |
+
|
| 65 |
+
2. Subject to the terms and conditions of this License Agreement, JDH
|
| 66 |
+
hereby grants Licensee a nonexclusive, royalty-free, world-wide license
|
| 67 |
+
to reproduce, analyze, test, perform and/or display publicly, prepare
|
| 68 |
+
derivative works, distribute, and otherwise use matplotlib
|
| 69 |
+
alone or in any derivative version, provided, however, that JDH's
|
| 70 |
+
License Agreement and JDH's notice of copyright, i.e., "Copyright (c)
|
| 71 |
+
2002-2011 John D. Hunter; All Rights Reserved" are retained in
|
| 72 |
+
matplotlib alone or in any derivative version prepared by
|
| 73 |
+
Licensee.
|
| 74 |
+
|
| 75 |
+
3. In the event Licensee prepares a derivative work that is based on or
|
| 76 |
+
incorporates matplotlib or any part thereof, and wants to
|
| 77 |
+
make the derivative work available to others as provided herein, then
|
| 78 |
+
Licensee hereby agrees to include in any such work a brief summary of
|
| 79 |
+
the changes made to matplotlib.
|
| 80 |
+
|
| 81 |
+
4. JDH is making matplotlib available to Licensee on an "AS
|
| 82 |
+
IS" basis. JDH MAKES NO REPRESENTATIONS OR WARRANTIES, EXPRESS OR
|
| 83 |
+
IMPLIED. BY WAY OF EXAMPLE, BUT NOT LIMITATION, JDH MAKES NO AND
|
| 84 |
+
DISCLAIMS ANY REPRESENTATION OR WARRANTY OF MERCHANTABILITY OR FITNESS
|
| 85 |
+
FOR ANY PARTICULAR PURPOSE OR THAT THE USE OF MATPLOTLIB
|
| 86 |
+
WILL NOT INFRINGE ANY THIRD PARTY RIGHTS.
|
| 87 |
+
|
| 88 |
+
5. JDH SHALL NOT BE LIABLE TO LICENSEE OR ANY OTHER USERS OF MATPLOTLIB
|
| 89 |
+
FOR ANY INCIDENTAL, SPECIAL, OR CONSEQUENTIAL DAMAGES OR
|
| 90 |
+
LOSS AS A RESULT OF MODIFYING, DISTRIBUTING, OR OTHERWISE USING
|
| 91 |
+
MATPLOTLIB , OR ANY DERIVATIVE THEREOF, EVEN IF ADVISED OF
|
| 92 |
+
THE POSSIBILITY THEREOF.
|
| 93 |
+
|
| 94 |
+
6. This License Agreement will automatically terminate upon a material
|
| 95 |
+
breach of its terms and conditions.
|
| 96 |
+
|
| 97 |
+
7. Nothing in this License Agreement shall be deemed to create any
|
| 98 |
+
relationship of agency, partnership, or joint venture between JDH and
|
| 99 |
+
Licensee. This License Agreement does not grant permission to use JDH
|
| 100 |
+
trademarks or trade name in a trademark sense to endorse or promote
|
| 101 |
+
products or services of Licensee, or any third party.
|
| 102 |
+
|
| 103 |
+
8. By copying, installing or otherwise using matplotlib,
|
| 104 |
+
Licensee agrees to be bound by the terms and conditions of this License
|
| 105 |
+
Agreement.
|
| 106 |
+
Classifier: Development Status :: 5 - Production/Stable
|
| 107 |
+
Classifier: Framework :: Matplotlib
|
| 108 |
+
Classifier: Intended Audience :: Science/Research
|
| 109 |
+
Classifier: Intended Audience :: Education
|
| 110 |
+
Classifier: License :: OSI Approved :: Python Software Foundation License
|
| 111 |
+
Classifier: Programming Language :: Python
|
| 112 |
+
Classifier: Programming Language :: Python :: 3
|
| 113 |
+
Classifier: Programming Language :: Python :: 3.10
|
| 114 |
+
Classifier: Programming Language :: Python :: 3.11
|
| 115 |
+
Classifier: Programming Language :: Python :: 3.12
|
| 116 |
+
Classifier: Programming Language :: Python :: 3.13
|
| 117 |
+
Classifier: Topic :: Scientific/Engineering :: Visualization
|
| 118 |
+
Project-URL: Homepage, https://matplotlib.org
|
| 119 |
+
Project-URL: Download, https://matplotlib.org/stable/install/index.html
|
| 120 |
+
Project-URL: Documentation, https://matplotlib.org
|
| 121 |
+
Project-URL: Source Code, https://github.com/matplotlib/matplotlib
|
| 122 |
+
Project-URL: Bug Tracker, https://github.com/matplotlib/matplotlib/issues
|
| 123 |
+
Project-URL: Forum, https://discourse.matplotlib.org/
|
| 124 |
+
Project-URL: Donate, https://numfocus.org/donate-to-matplotlib
|
| 125 |
+
Requires-Python: >=3.10
|
| 126 |
+
Requires-Dist: contourpy>=1.0.1
|
| 127 |
+
Requires-Dist: cycler>=0.10
|
| 128 |
+
Requires-Dist: fonttools>=4.22.0
|
| 129 |
+
Requires-Dist: kiwisolver>=1.3.1
|
| 130 |
+
Requires-Dist: numpy>=1.23
|
| 131 |
+
Requires-Dist: packaging>=20.0
|
| 132 |
+
Requires-Dist: pillow>=8
|
| 133 |
+
Requires-Dist: pyparsing>=3
|
| 134 |
+
Requires-Dist: python-dateutil>=2.7
|
| 135 |
+
Provides-Extra: dev
|
| 136 |
+
Requires-Dist: meson-python<0.17.0,>=0.13.1; extra == "dev"
|
| 137 |
+
Requires-Dist: pybind11!=2.13.3,>=2.13.2; extra == "dev"
|
| 138 |
+
Requires-Dist: setuptools_scm>=7; extra == "dev"
|
| 139 |
+
Requires-Dist: setuptools>=64; extra == "dev"
|
| 140 |
+
Description-Content-Type: text/markdown
|
| 141 |
+
|
| 142 |
+
[](https://pypi.org/project/matplotlib/)
|
| 143 |
+
[](https://anaconda.org/conda-forge/matplotlib)
|
| 144 |
+
[](https://pypi.org/project/matplotlib)
|
| 145 |
+
[](https://numfocus.org)
|
| 146 |
+
|
| 147 |
+
[](https://discourse.matplotlib.org)
|
| 148 |
+
[](https://gitter.im/matplotlib/matplotlib)
|
| 149 |
+
[](https://github.com/matplotlib/matplotlib/issues)
|
| 150 |
+
[](https://matplotlib.org/stable/devel/index.html)
|
| 151 |
+
|
| 152 |
+
[](https://github.com/matplotlib/matplotlib/actions?query=workflow%3ATests)
|
| 153 |
+
[](https://dev.azure.com/matplotlib/matplotlib/_build/latest?definitionId=1&branchName=main)
|
| 154 |
+
[](https://ci.appveyor.com/project/matplotlib/matplotlib)
|
| 155 |
+
[](https://app.codecov.io/gh/matplotlib/matplotlib)
|
| 156 |
+
[](https://jacobtomlinson.dev/effver)
|
| 157 |
+
|
| 158 |
+

|
| 159 |
+
|
| 160 |
+
Matplotlib is a comprehensive library for creating static, animated, and
|
| 161 |
+
interactive visualizations in Python.
|
| 162 |
+
|
| 163 |
+
Check out our [home page](https://matplotlib.org/) for more information.
|
| 164 |
+
|
| 165 |
+

|
| 166 |
+
|
| 167 |
+
Matplotlib produces publication-quality figures in a variety of hardcopy
|
| 168 |
+
formats and interactive environments across platforms. Matplotlib can be
|
| 169 |
+
used in Python scripts, Python/IPython shells, web application servers,
|
| 170 |
+
and various graphical user interface toolkits.
|
| 171 |
+
|
| 172 |
+
## Install
|
| 173 |
+
|
| 174 |
+
See the [install
|
| 175 |
+
documentation](https://matplotlib.org/stable/users/installing/index.html),
|
| 176 |
+
which is generated from `/doc/install/index.rst`
|
| 177 |
+
|
| 178 |
+
## Contribute
|
| 179 |
+
|
| 180 |
+
You've discovered a bug or something else you want to change — excellent!
|
| 181 |
+
|
| 182 |
+
You've worked out a way to fix it — even better!
|
| 183 |
+
|
| 184 |
+
You want to tell us about it — best of all!
|
| 185 |
+
|
| 186 |
+
Start at the [contributing
|
| 187 |
+
guide](https://matplotlib.org/devdocs/devel/contribute.html)!
|
| 188 |
+
|
| 189 |
+
## Contact
|
| 190 |
+
|
| 191 |
+
[Discourse](https://discourse.matplotlib.org/) is the discussion forum
|
| 192 |
+
for general questions and discussions and our recommended starting
|
| 193 |
+
point.
|
| 194 |
+
|
| 195 |
+
Our active mailing lists (which are mirrored on Discourse) are:
|
| 196 |
+
|
| 197 |
+
- [Users](https://mail.python.org/mailman/listinfo/matplotlib-users)
|
| 198 |
+
mailing list: <matplotlib-users@python.org>
|
| 199 |
+
- [Announcement](https://mail.python.org/mailman/listinfo/matplotlib-announce)
|
| 200 |
+
mailing list: <matplotlib-announce@python.org>
|
| 201 |
+
- [Development](https://mail.python.org/mailman/listinfo/matplotlib-devel)
|
| 202 |
+
mailing list: <matplotlib-devel@python.org>
|
| 203 |
+
|
| 204 |
+
[Gitter](https://gitter.im/matplotlib/matplotlib) is for coordinating
|
| 205 |
+
development and asking questions directly related to contributing to
|
| 206 |
+
matplotlib.
|
| 207 |
+
|
| 208 |
+
## Citing Matplotlib
|
| 209 |
+
|
| 210 |
+
If Matplotlib contributes to a project that leads to publication, please
|
| 211 |
+
acknowledge this by citing Matplotlib.
|
| 212 |
+
|
| 213 |
+
[A ready-made citation
|
| 214 |
+
entry](https://matplotlib.org/stable/users/project/citing.html) is
|
| 215 |
+
available.
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/matplotlib-3.10.7.dist-info/RECORD
ADDED
|
@@ -0,0 +1,596 @@
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|
| 1 |
+
matplotlib-3.10.7.dist-info/INSTALLER,sha256=5hhM4Q4mYTT9z6QB6PGpUAW81PGNFrYrdXMj4oM_6ak,2
|
| 2 |
+
matplotlib-3.10.7.dist-info/LICENSE,sha256=WhqB6jAXKMi7opM9qDLAzWIina8giToCSrPVMkRGjbw,4830
|
| 3 |
+
matplotlib-3.10.7.dist-info/METADATA,sha256=_Yvvshgf49EfZHfDWdj0UrT7yQ9paaaJPgkEbZNeFnc,11264
|
| 4 |
+
matplotlib-3.10.7.dist-info/RECORD,,
|
| 5 |
+
matplotlib-3.10.7.dist-info/REQUESTED,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
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| 6 |
+
matplotlib-3.10.7.dist-info/WHEEL,sha256=sZM_NeUMz2G4fDenMf11eikcCxcLaQWiYRmjwQBavQs,137
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| 7 |
+
matplotlib/__init__.py,sha256=xsR9Hs8l15NPOMilXDuOEW1BqgjY7PqC9q6K9Ykhajo,55823
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matplotlib/__init__.pyi,sha256=s0YJ8fkGVioZL9bcBtyYgCq_MbY8LRrQUtmaD3XaIxQ,3439
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| 9 |
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matplotlib/_afm.py,sha256=cWe1Ib37T6ZyHbR6_hPuzAjotMmi32y-kDB-i28iyqE,16692
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matplotlib/_animation_data.py,sha256=JJJbbc-fMdPjkbQ7ng9BHL5i91VTDHQVTtEdWOvWBAI,7986
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matplotlib/_api/__init__.py,sha256=7Fs57FtnCmbyr_NwuGWe0EhfXOYrBw22iKMU9onGc_k,13799
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| 12 |
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matplotlib/_api/__init__.pyi,sha256=XNL-oGkk1MZPtSXk3rHlC3jLWZxsElmpNpOongKq8qA,2246
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| 13 |
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matplotlib/_api/deprecation.py,sha256=XJxksSV8ukS8kSVmsGPS0zgv1ffFa8WNaRLAk31dmOM,20091
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matplotlib/_api/deprecation.pyi,sha256=A8De57amX2GlZSrDYwVYCMxHFb8AsYGrH0k_bCxuJus,2217
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| 15 |
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matplotlib/_blocking_input.py,sha256=VHNsxvX2mTx_xBknd30MSicVlRXS4dCDe9hDctbV5rk,1224
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| 16 |
+
matplotlib/_c_internal_utils.cpython-310-x86_64-linux-gnu.so,sha256=qK4dPJ3AidxVzcIq03fohY1N8lcXOWGWMdPdWVgpX68,267216
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matplotlib/_c_internal_utils.pyi,sha256=Z3bLs9pMGXrmZjt-4_A-x4321bLP-B54xDbr4PIgUfc,377
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matplotlib/_cm.py,sha256=PuYIAkUpz4u4aiUjvdV5njIfG0J_MQY9pM2Yz3j3KXs,68014
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|
| 1 |
+
End User License Agreement
|
| 2 |
+
--------------------------
|
| 3 |
+
|
| 4 |
+
|
| 5 |
+
Preface
|
| 6 |
+
-------
|
| 7 |
+
|
| 8 |
+
The Software License Agreement in Chapter 1 and the Supplement
|
| 9 |
+
in Chapter 2 contain license terms and conditions that govern
|
| 10 |
+
the use of NVIDIA software. By accepting this agreement, you
|
| 11 |
+
agree to comply with all the terms and conditions applicable
|
| 12 |
+
to the product(s) included herein.
|
| 13 |
+
|
| 14 |
+
|
| 15 |
+
NVIDIA Driver
|
| 16 |
+
|
| 17 |
+
|
| 18 |
+
Description
|
| 19 |
+
|
| 20 |
+
This package contains the operating system driver and
|
| 21 |
+
fundamental system software components for NVIDIA GPUs.
|
| 22 |
+
|
| 23 |
+
|
| 24 |
+
NVIDIA CUDA Toolkit
|
| 25 |
+
|
| 26 |
+
|
| 27 |
+
Description
|
| 28 |
+
|
| 29 |
+
The NVIDIA CUDA Toolkit provides command-line and graphical
|
| 30 |
+
tools for building, debugging and optimizing the performance
|
| 31 |
+
of applications accelerated by NVIDIA GPUs, runtime and math
|
| 32 |
+
libraries, and documentation including programming guides,
|
| 33 |
+
user manuals, and API references.
|
| 34 |
+
|
| 35 |
+
|
| 36 |
+
Default Install Location of CUDA Toolkit
|
| 37 |
+
|
| 38 |
+
Windows platform:
|
| 39 |
+
|
| 40 |
+
%ProgramFiles%\NVIDIA GPU Computing Toolkit\CUDA\v#.#
|
| 41 |
+
|
| 42 |
+
Linux platform:
|
| 43 |
+
|
| 44 |
+
/usr/local/cuda-#.#
|
| 45 |
+
|
| 46 |
+
Mac platform:
|
| 47 |
+
|
| 48 |
+
/Developer/NVIDIA/CUDA-#.#
|
| 49 |
+
|
| 50 |
+
|
| 51 |
+
NVIDIA CUDA Samples
|
| 52 |
+
|
| 53 |
+
|
| 54 |
+
Description
|
| 55 |
+
|
| 56 |
+
This package includes over 100+ CUDA examples that demonstrate
|
| 57 |
+
various CUDA programming principles, and efficient CUDA
|
| 58 |
+
implementation of algorithms in specific application domains.
|
| 59 |
+
|
| 60 |
+
|
| 61 |
+
Default Install Location of CUDA Samples
|
| 62 |
+
|
| 63 |
+
Windows platform:
|
| 64 |
+
|
| 65 |
+
%ProgramData%\NVIDIA Corporation\CUDA Samples\v#.#
|
| 66 |
+
|
| 67 |
+
Linux platform:
|
| 68 |
+
|
| 69 |
+
/usr/local/cuda-#.#/samples
|
| 70 |
+
|
| 71 |
+
and
|
| 72 |
+
|
| 73 |
+
$HOME/NVIDIA_CUDA-#.#_Samples
|
| 74 |
+
|
| 75 |
+
Mac platform:
|
| 76 |
+
|
| 77 |
+
/Developer/NVIDIA/CUDA-#.#/samples
|
| 78 |
+
|
| 79 |
+
|
| 80 |
+
NVIDIA Nsight Visual Studio Edition (Windows only)
|
| 81 |
+
|
| 82 |
+
|
| 83 |
+
Description
|
| 84 |
+
|
| 85 |
+
NVIDIA Nsight Development Platform, Visual Studio Edition is a
|
| 86 |
+
development environment integrated into Microsoft Visual
|
| 87 |
+
Studio that provides tools for debugging, profiling, analyzing
|
| 88 |
+
and optimizing your GPU computing and graphics applications.
|
| 89 |
+
|
| 90 |
+
|
| 91 |
+
Default Install Location of Nsight Visual Studio Edition
|
| 92 |
+
|
| 93 |
+
Windows platform:
|
| 94 |
+
|
| 95 |
+
%ProgramFiles(x86)%\NVIDIA Corporation\Nsight Visual Studio Edition #.#
|
| 96 |
+
|
| 97 |
+
|
| 98 |
+
1. License Agreement for NVIDIA Software Development Kits
|
| 99 |
+
---------------------------------------------------------
|
| 100 |
+
|
| 101 |
+
|
| 102 |
+
Release Date: July 26, 2018
|
| 103 |
+
---------------------------
|
| 104 |
+
|
| 105 |
+
|
| 106 |
+
Important NoticeRead before downloading, installing,
|
| 107 |
+
copying or using the licensed software:
|
| 108 |
+
-------------------------------------------------------
|
| 109 |
+
|
| 110 |
+
This license agreement, including exhibits attached
|
| 111 |
+
("Agreement”) is a legal agreement between you and NVIDIA
|
| 112 |
+
Corporation ("NVIDIA") and governs your use of a NVIDIA
|
| 113 |
+
software development kit (“SDK”).
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| 114 |
+
|
| 115 |
+
Each SDK has its own set of software and materials, but here
|
| 116 |
+
is a description of the types of items that may be included in
|
| 117 |
+
a SDK: source code, header files, APIs, data sets and assets
|
| 118 |
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(examples include images, textures, models, scenes, videos,
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| 119 |
+
native API input/output files), binary software, sample code,
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| 120 |
+
libraries, utility programs, programming code and
|
| 121 |
+
documentation.
|
| 122 |
+
|
| 123 |
+
This Agreement can be accepted only by an adult of legal age
|
| 124 |
+
of majority in the country in which the SDK is used.
|
| 125 |
+
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| 126 |
+
If you are entering into this Agreement on behalf of a company
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| 127 |
+
or other legal entity, you represent that you have the legal
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authority to bind the entity to this Agreement, in which case
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“you” will mean the entity you represent.
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| 130 |
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| 131 |
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If you don’t have the required age or authority to accept
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this Agreement, or if you don’t accept all the terms and
|
| 133 |
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conditions of this Agreement, do not download, install or use
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| 134 |
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the SDK.
|
| 135 |
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|
| 136 |
+
You agree to use the SDK only for purposes that are permitted
|
| 137 |
+
by (a) this Agreement, and (b) any applicable law, regulation
|
| 138 |
+
or generally accepted practices or guidelines in the relevant
|
| 139 |
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jurisdictions.
|
| 140 |
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|
| 141 |
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|
| 142 |
+
1.1. License
|
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| 145 |
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1.1.1. License Grant
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| 146 |
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| 147 |
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Subject to the terms of this Agreement, NVIDIA hereby grants
|
| 148 |
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you a non-exclusive, non-transferable license, without the
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| 149 |
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right to sublicense (except as expressly provided in this
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Agreement) to:
|
| 151 |
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|
| 152 |
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1. Install and use the SDK,
|
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|
| 154 |
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2. Modify and create derivative works of sample source code
|
| 155 |
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delivered in the SDK, and
|
| 156 |
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| 157 |
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3. Distribute those portions of the SDK that are identified
|
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in this Agreement as distributable, as incorporated in
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object code format into a software application that meets
|
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| 163 |
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1.1.2. Distribution Requirements
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| 164 |
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|
| 165 |
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These are the distribution requirements for you to exercise
|
| 166 |
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the distribution grant:
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| 167 |
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|
| 168 |
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1. Your application must have material additional
|
| 169 |
+
functionality, beyond the included portions of the SDK.
|
| 170 |
+
|
| 171 |
+
2. The distributable portions of the SDK shall only be
|
| 172 |
+
accessed by your application.
|
| 173 |
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|
| 174 |
+
3. The following notice shall be included in modifications
|
| 175 |
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and derivative works of sample source code distributed:
|
| 176 |
+
“This software contains source code provided by NVIDIA
|
| 177 |
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Corporation.”
|
| 178 |
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|
| 179 |
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4. Unless a developer tool is identified in this Agreement
|
| 180 |
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as distributable, it is delivered for your internal use
|
| 181 |
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only.
|
| 182 |
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|
| 183 |
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5. The terms under which you distribute your application
|
| 184 |
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must be consistent with the terms of this Agreement,
|
| 185 |
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including (without limitation) terms relating to the
|
| 186 |
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license grant and license restrictions and protection of
|
| 187 |
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NVIDIA’s intellectual property rights. Additionally, you
|
| 188 |
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agree that you will protect the privacy, security and
|
| 189 |
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legal rights of your application users.
|
| 190 |
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| 191 |
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|
| 192 |
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suspected distribution or use of the SDK not in compliance
|
| 193 |
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with the requirements of this Agreement, and to enforce
|
| 194 |
+
the terms of your agreements with respect to distributed
|
| 195 |
+
SDK.
|
| 196 |
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|
| 197 |
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|
| 198 |
+
1.1.3. Authorized Users
|
| 199 |
+
|
| 200 |
+
You may allow employees and contractors of your entity or of
|
| 201 |
+
your subsidiary(ies) to access and use the SDK from your
|
| 202 |
+
secure network to perform work on your behalf.
|
| 203 |
+
|
| 204 |
+
If you are an academic institution you may allow users
|
| 205 |
+
enrolled or employed by the academic institution to access and
|
| 206 |
+
use the SDK from your secure network.
|
| 207 |
+
|
| 208 |
+
You are responsible for the compliance with the terms of this
|
| 209 |
+
Agreement by your authorized users. If you become aware that
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| 210 |
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your authorized users didn’t follow the terms of this
|
| 211 |
+
Agreement, you agree to take reasonable steps to resolve the
|
| 212 |
+
non-compliance and prevent new occurrences.
|
| 213 |
+
|
| 214 |
+
|
| 215 |
+
1.1.4. Pre-Release SDK
|
| 216 |
+
|
| 217 |
+
The SDK versions identified as alpha, beta, preview or
|
| 218 |
+
otherwise as pre-release, may not be fully functional, may
|
| 219 |
+
contain errors or design flaws, and may have reduced or
|
| 220 |
+
different security, privacy, accessibility, availability, and
|
| 221 |
+
reliability standards relative to commercial versions of
|
| 222 |
+
NVIDIA software and materials. Use of a pre-release SDK may
|
| 223 |
+
result in unexpected results, loss of data, project delays or
|
| 224 |
+
other unpredictable damage or loss.
|
| 225 |
+
|
| 226 |
+
You may use a pre-release SDK at your own risk, understanding
|
| 227 |
+
that pre-release SDKs are not intended for use in production
|
| 228 |
+
or business-critical systems.
|
| 229 |
+
|
| 230 |
+
NVIDIA may choose not to make available a commercial version
|
| 231 |
+
of any pre-release SDK. NVIDIA may also choose to abandon
|
| 232 |
+
development and terminate the availability of a pre-release
|
| 233 |
+
SDK at any time without liability.
|
| 234 |
+
|
| 235 |
+
|
| 236 |
+
1.1.5. Updates
|
| 237 |
+
|
| 238 |
+
NVIDIA may, at its option, make available patches, workarounds
|
| 239 |
+
or other updates to this SDK. Unless the updates are provided
|
| 240 |
+
with their separate governing terms, they are deemed part of
|
| 241 |
+
the SDK licensed to you as provided in this Agreement. You
|
| 242 |
+
agree that the form and content of the SDK that NVIDIA
|
| 243 |
+
provides may change without prior notice to you. While NVIDIA
|
| 244 |
+
generally maintains compatibility between versions, NVIDIA may
|
| 245 |
+
in some cases make changes that introduce incompatibilities in
|
| 246 |
+
future versions of the SDK.
|
| 247 |
+
|
| 248 |
+
|
| 249 |
+
1.1.6. Third Party Licenses
|
| 250 |
+
|
| 251 |
+
The SDK may come bundled with, or otherwise include or be
|
| 252 |
+
distributed with, third party software licensed by a NVIDIA
|
| 253 |
+
supplier and/or open source software provided under an open
|
| 254 |
+
source license. Use of third party software is subject to the
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| 255 |
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third-party license terms, or in the absence of third party
|
| 256 |
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terms, the terms of this Agreement. Copyright to third party
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software is held by the copyright holders indicated in the
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| 258 |
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third-party software or license.
|
| 259 |
+
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| 260 |
+
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| 261 |
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1.1.7. Reservation of Rights
|
| 262 |
+
|
| 263 |
+
NVIDIA reserves all rights, title, and interest in and to the
|
| 264 |
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SDK, not expressly granted to you under this Agreement.
|
| 265 |
+
|
| 266 |
+
|
| 267 |
+
1.2. Limitations
|
| 268 |
+
|
| 269 |
+
The following license limitations apply to your use of the
|
| 270 |
+
SDK:
|
| 271 |
+
|
| 272 |
+
1. You may not reverse engineer, decompile or disassemble,
|
| 273 |
+
or remove copyright or other proprietary notices from any
|
| 274 |
+
portion of the SDK or copies of the SDK.
|
| 275 |
+
|
| 276 |
+
2. Except as expressly provided in this Agreement, you may
|
| 277 |
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not copy, sell, rent, sublicense, transfer, distribute,
|
| 278 |
+
modify, or create derivative works of any portion of the
|
| 279 |
+
SDK. For clarity, you may not distribute or sublicense the
|
| 280 |
+
SDK as a stand-alone product.
|
| 281 |
+
|
| 282 |
+
3. Unless you have an agreement with NVIDIA for this
|
| 283 |
+
purpose, you may not indicate that an application created
|
| 284 |
+
with the SDK is sponsored or endorsed by NVIDIA.
|
| 285 |
+
|
| 286 |
+
4. You may not bypass, disable, or circumvent any
|
| 287 |
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encryption, security, digital rights management or
|
| 288 |
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authentication mechanism in the SDK.
|
| 289 |
+
|
| 290 |
+
5. You may not use the SDK in any manner that would cause it
|
| 291 |
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to become subject to an open source software license. As
|
| 292 |
+
examples, licenses that require as a condition of use,
|
| 293 |
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modification, and/or distribution that the SDK be:
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| 294 |
+
|
| 295 |
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a. Disclosed or distributed in source code form;
|
| 296 |
+
|
| 297 |
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b. Licensed for the purpose of making derivative works;
|
| 298 |
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or
|
| 299 |
+
|
| 300 |
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c. Redistributable at no charge.
|
| 301 |
+
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| 302 |
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6. Unless you have an agreement with NVIDIA for this
|
| 303 |
+
purpose, you may not use the SDK with any system or
|
| 304 |
+
application where the use or failure of the system or
|
| 305 |
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application can reasonably be expected to threaten or
|
| 306 |
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result in personal injury, death, or catastrophic loss.
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| 307 |
+
Examples include use in avionics, navigation, military,
|
| 308 |
+
medical, life support or other life critical applications.
|
| 309 |
+
NVIDIA does not design, test or manufacture the SDK for
|
| 310 |
+
these critical uses and NVIDIA shall not be liable to you
|
| 311 |
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or any third party, in whole or in part, for any claims or
|
| 312 |
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damages arising from such uses.
|
| 313 |
+
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| 314 |
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|
| 315 |
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and its affiliates, and their respective employees,
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against any and all claims, damages, obligations, losses,
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expenses (including but not limited to attorney’s fees
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| 320 |
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and costs incident to establishing the right of
|
| 321 |
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indemnification) arising out of or related to your use of
|
| 322 |
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the SDK outside of the scope of this Agreement, or not in
|
| 323 |
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compliance with its terms.
|
| 324 |
+
|
| 325 |
+
|
| 326 |
+
1.3. Ownership
|
| 327 |
+
|
| 328 |
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1. NVIDIA or its licensors hold all rights, title and
|
| 329 |
+
interest in and to the SDK and its modifications and
|
| 330 |
+
derivative works, including their respective intellectual
|
| 331 |
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property rights, subject to your rights described in this
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| 332 |
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section. This SDK may include software and materials from
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| 333 |
+
NVIDIA’s licensors, and these licensors are intended
|
| 334 |
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third party beneficiaries that may enforce this Agreement
|
| 335 |
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with respect to their intellectual property rights.
|
| 336 |
+
|
| 337 |
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2. You hold all rights, title and interest in and to your
|
| 338 |
+
applications and your derivative works of the sample
|
| 339 |
+
source code delivered in the SDK, including their
|
| 340 |
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respective intellectual property rights, subject to
|
| 341 |
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NVIDIA’s rights described in this section.
|
| 342 |
+
|
| 343 |
+
3. You may, but don’t have to, provide to NVIDIA
|
| 344 |
+
suggestions, feature requests or other feedback regarding
|
| 345 |
+
the SDK, including possible enhancements or modifications
|
| 346 |
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to the SDK. For any feedback that you voluntarily provide,
|
| 347 |
+
you hereby grant NVIDIA and its affiliates a perpetual,
|
| 348 |
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non-exclusive, worldwide, irrevocable license to use,
|
| 349 |
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reproduce, modify, license, sublicense (through multiple
|
| 350 |
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tiers of sublicensees), and distribute (through multiple
|
| 351 |
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tiers of distributors) it without the payment of any
|
| 352 |
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royalties or fees to you. NVIDIA will use feedback at its
|
| 353 |
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choice. NVIDIA is constantly looking for ways to improve
|
| 354 |
+
its products, so you may send feedback to NVIDIA through
|
| 355 |
+
the developer portal at https://developer.nvidia.com.
|
| 356 |
+
|
| 357 |
+
|
| 358 |
+
1.4. No Warranties
|
| 359 |
+
|
| 360 |
+
THE SDK IS PROVIDED BY NVIDIA “AS IS” AND “WITH ALL
|
| 361 |
+
FAULTS.” TO THE MAXIMUM EXTENT PERMITTED BY LAW, NVIDIA AND
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| 362 |
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ITS AFFILIATES EXPRESSLY DISCLAIM ALL WARRANTIES OF ANY KIND
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| 363 |
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OR NATURE, WHETHER EXPRESS, IMPLIED OR STATUTORY, INCLUDING,
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| 364 |
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BUT NOT LIMITED TO, ANY WARRANTIES OF MERCHANTABILITY, FITNESS
|
| 365 |
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FOR A PARTICULAR PURPOSE, TITLE, NON-INFRINGEMENT, OR THE
|
| 366 |
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ABSENCE OF ANY DEFECTS THEREIN, WHETHER LATENT OR PATENT. NO
|
| 367 |
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WARRANTY IS MADE ON THE BASIS OF TRADE USAGE, COURSE OF
|
| 368 |
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DEALING OR COURSE OF TRADE.
|
| 369 |
+
|
| 370 |
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|
| 371 |
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1.5. Limitation of Liability
|
| 372 |
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|
| 373 |
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TO THE MAXIMUM EXTENT PERMITTED BY LAW, NVIDIA AND ITS
|
| 374 |
+
AFFILIATES SHALL NOT BE LIABLE FOR ANY SPECIAL, INCIDENTAL,
|
| 375 |
+
PUNITIVE OR CONSEQUENTIAL DAMAGES, OR ANY LOST PROFITS, LOSS
|
| 376 |
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OF USE, LOSS OF DATA OR LOSS OF GOODWILL, OR THE COSTS OF
|
| 377 |
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PROCURING SUBSTITUTE PRODUCTS, ARISING OUT OF OR IN CONNECTION
|
| 378 |
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WITH THIS AGREEMENT OR THE USE OR PERFORMANCE OF THE SDK,
|
| 379 |
+
WHETHER SUCH LIABILITY ARISES FROM ANY CLAIM BASED UPON BREACH
|
| 380 |
+
OF CONTRACT, BREACH OF WARRANTY, TORT (INCLUDING NEGLIGENCE),
|
| 381 |
+
PRODUCT LIABILITY OR ANY OTHER CAUSE OF ACTION OR THEORY OF
|
| 382 |
+
LIABILITY. IN NO EVENT WILL NVIDIA’S AND ITS AFFILIATES
|
| 383 |
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TOTAL CUMULATIVE LIABILITY UNDER OR ARISING OUT OF THIS
|
| 384 |
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AGREEMENT EXCEED US$10.00. THE NATURE OF THE LIABILITY OR THE
|
| 385 |
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NUMBER OF CLAIMS OR SUITS SHALL NOT ENLARGE OR EXTEND THIS
|
| 386 |
+
LIMIT.
|
| 387 |
+
|
| 388 |
+
These exclusions and limitations of liability shall apply
|
| 389 |
+
regardless if NVIDIA or its affiliates have been advised of
|
| 390 |
+
the possibility of such damages, and regardless of whether a
|
| 391 |
+
remedy fails its essential purpose. These exclusions and
|
| 392 |
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limitations of liability form an essential basis of the
|
| 393 |
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bargain between the parties, and, absent any of these
|
| 394 |
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exclusions or limitations of liability, the provisions of this
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| 395 |
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Agreement, including, without limitation, the economic terms,
|
| 396 |
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would be substantially different.
|
| 397 |
+
|
| 398 |
+
|
| 399 |
+
1.6. Termination
|
| 400 |
+
|
| 401 |
+
1. This Agreement will continue to apply until terminated by
|
| 402 |
+
either you or NVIDIA as described below.
|
| 403 |
+
|
| 404 |
+
2. If you want to terminate this Agreement, you may do so by
|
| 405 |
+
stopping to use the SDK.
|
| 406 |
+
|
| 407 |
+
3. NVIDIA may, at any time, terminate this Agreement if:
|
| 408 |
+
|
| 409 |
+
a. (i) you fail to comply with any term of this
|
| 410 |
+
Agreement and the non-compliance is not fixed within
|
| 411 |
+
thirty (30) days following notice from NVIDIA (or
|
| 412 |
+
immediately if you violate NVIDIA’s intellectual
|
| 413 |
+
property rights);
|
| 414 |
+
|
| 415 |
+
b. (ii) you commence or participate in any legal
|
| 416 |
+
proceeding against NVIDIA with respect to the SDK; or
|
| 417 |
+
|
| 418 |
+
c. (iii) NVIDIA decides to no longer provide the SDK in
|
| 419 |
+
a country or, in NVIDIA’s sole discretion, the
|
| 420 |
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continued use of it is no longer commercially viable.
|
| 421 |
+
|
| 422 |
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4. Upon any termination of this Agreement, you agree to
|
| 423 |
+
promptly discontinue use of the SDK and destroy all copies
|
| 424 |
+
in your possession or control. Your prior distributions in
|
| 425 |
+
accordance with this Agreement are not affected by the
|
| 426 |
+
termination of this Agreement. Upon written request, you
|
| 427 |
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will certify in writing that you have complied with your
|
| 428 |
+
commitments under this section. Upon any termination of
|
| 429 |
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this Agreement all provisions survive except for the
|
| 430 |
+
license grant provisions.
|
| 431 |
+
|
| 432 |
+
|
| 433 |
+
1.7. General
|
| 434 |
+
|
| 435 |
+
If you wish to assign this Agreement or your rights and
|
| 436 |
+
obligations, including by merger, consolidation, dissolution
|
| 437 |
+
or operation of law, contact NVIDIA to ask for permission. Any
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| 438 |
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attempted assignment not approved by NVIDIA in writing shall
|
| 439 |
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be void and of no effect. NVIDIA may assign, delegate or
|
| 440 |
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transfer this Agreement and its rights and obligations, and if
|
| 441 |
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to a non-affiliate you will be notified.
|
| 442 |
+
|
| 443 |
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You agree to cooperate with NVIDIA and provide reasonably
|
| 444 |
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requested information to verify your compliance with this
|
| 445 |
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Agreement.
|
| 446 |
+
|
| 447 |
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This Agreement will be governed in all respects by the laws of
|
| 448 |
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the United States and of the State of Delaware as those laws
|
| 449 |
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are applied to contracts entered into and performed entirely
|
| 450 |
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within Delaware by Delaware residents, without regard to the
|
| 451 |
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conflicts of laws principles. The United Nations Convention on
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Contracts for the International Sale of Goods is specifically
|
| 453 |
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disclaimed. You agree to all terms of this Agreement in the
|
| 454 |
+
English language.
|
| 455 |
+
|
| 456 |
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The state or federal courts residing in Santa Clara County,
|
| 457 |
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California shall have exclusive jurisdiction over any dispute
|
| 458 |
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or claim arising out of this Agreement. Notwithstanding this,
|
| 459 |
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you agree that NVIDIA shall still be allowed to apply for
|
| 460 |
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injunctive remedies or an equivalent type of urgent legal
|
| 461 |
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relief in any jurisdiction.
|
| 462 |
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|
| 463 |
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If any court of competent jurisdiction determines that any
|
| 464 |
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provision of this Agreement is illegal, invalid or
|
| 465 |
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unenforceable, such provision will be construed as limited to
|
| 466 |
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the extent necessary to be consistent with and fully
|
| 467 |
+
enforceable under the law and the remaining provisions will
|
| 468 |
+
remain in full force and effect. Unless otherwise specified,
|
| 469 |
+
remedies are cumulative.
|
| 470 |
+
|
| 471 |
+
Each party acknowledges and agrees that the other is an
|
| 472 |
+
independent contractor in the performance of this Agreement.
|
| 473 |
+
|
| 474 |
+
The SDK has been developed entirely at private expense and is
|
| 475 |
+
“commercial items” consisting of “commercial computer
|
| 476 |
+
software” and “commercial computer software
|
| 477 |
+
documentation” provided with RESTRICTED RIGHTS. Use,
|
| 478 |
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duplication or disclosure by the U.S. Government or a U.S.
|
| 479 |
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Government subcontractor is subject to the restrictions in
|
| 480 |
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this Agreement pursuant to DFARS 227.7202-3(a) or as set forth
|
| 481 |
+
in subparagraphs (c)(1) and (2) of the Commercial Computer
|
| 482 |
+
Software - Restricted Rights clause at FAR 52.227-19, as
|
| 483 |
+
applicable. Contractor/manufacturer is NVIDIA, 2788 San Tomas
|
| 484 |
+
Expressway, Santa Clara, CA 95051.
|
| 485 |
+
|
| 486 |
+
The SDK is subject to United States export laws and
|
| 487 |
+
regulations. You agree that you will not ship, transfer or
|
| 488 |
+
export the SDK into any country, or use the SDK in any manner,
|
| 489 |
+
prohibited by the United States Bureau of Industry and
|
| 490 |
+
Security or economic sanctions regulations administered by the
|
| 491 |
+
U.S. Department of Treasury’s Office of Foreign Assets
|
| 492 |
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Control (OFAC), or any applicable export laws, restrictions or
|
| 493 |
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regulations. These laws include restrictions on destinations,
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| 494 |
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end users and end use. By accepting this Agreement, you
|
| 495 |
+
confirm that you are not a resident or citizen of any country
|
| 496 |
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currently embargoed by the U.S. and that you are not otherwise
|
| 497 |
+
prohibited from receiving the SDK.
|
| 498 |
+
|
| 499 |
+
Any notice delivered by NVIDIA to you under this Agreement
|
| 500 |
+
will be delivered via mail, email or fax. You agree that any
|
| 501 |
+
notices that NVIDIA sends you electronically will satisfy any
|
| 502 |
+
legal communication requirements. Please direct your legal
|
| 503 |
+
notices or other correspondence to NVIDIA Corporation, 2788
|
| 504 |
+
San Tomas Expressway, Santa Clara, California 95051, United
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| 505 |
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States of America, Attention: Legal Department.
|
| 506 |
+
|
| 507 |
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This Agreement and any exhibits incorporated into this
|
| 508 |
+
Agreement constitute the entire agreement of the parties with
|
| 509 |
+
respect to the subject matter of this Agreement and supersede
|
| 510 |
+
all prior negotiations or documentation exchanged between the
|
| 511 |
+
parties relating to this SDK license. Any additional and/or
|
| 512 |
+
conflicting terms on documents issued by you are null, void,
|
| 513 |
+
and invalid. Any amendment or waiver under this Agreement
|
| 514 |
+
shall be in writing and signed by representatives of both
|
| 515 |
+
parties.
|
| 516 |
+
|
| 517 |
+
|
| 518 |
+
2. CUDA Toolkit Supplement to Software License Agreement for
|
| 519 |
+
NVIDIA Software Development Kits
|
| 520 |
+
------------------------------------------------------------
|
| 521 |
+
|
| 522 |
+
|
| 523 |
+
Release date: August 16, 2018
|
| 524 |
+
-----------------------------
|
| 525 |
+
|
| 526 |
+
The terms in this supplement govern your use of the NVIDIA
|
| 527 |
+
CUDA Toolkit SDK under the terms of your license agreement
|
| 528 |
+
(“Agreement”) as modified by this supplement. Capitalized
|
| 529 |
+
terms used but not defined below have the meaning assigned to
|
| 530 |
+
them in the Agreement.
|
| 531 |
+
|
| 532 |
+
This supplement is an exhibit to the Agreement and is
|
| 533 |
+
incorporated as an integral part of the Agreement. In the
|
| 534 |
+
event of conflict between the terms in this supplement and the
|
| 535 |
+
terms in the Agreement, the terms in this supplement govern.
|
| 536 |
+
|
| 537 |
+
|
| 538 |
+
2.1. License Scope
|
| 539 |
+
|
| 540 |
+
The SDK is licensed for you to develop applications only for
|
| 541 |
+
use in systems with NVIDIA GPUs.
|
| 542 |
+
|
| 543 |
+
|
| 544 |
+
2.2. Distribution
|
| 545 |
+
|
| 546 |
+
The portions of the SDK that are distributable under the
|
| 547 |
+
Agreement are listed in Attachment A.
|
| 548 |
+
|
| 549 |
+
|
| 550 |
+
2.3. Operating Systems
|
| 551 |
+
|
| 552 |
+
Those portions of the SDK designed exclusively for use on the
|
| 553 |
+
Linux or FreeBSD operating systems, or other operating systems
|
| 554 |
+
derived from the source code to these operating systems, may
|
| 555 |
+
be copied and redistributed for use in accordance with this
|
| 556 |
+
Agreement, provided that the object code files are not
|
| 557 |
+
modified in any way (except for unzipping of compressed
|
| 558 |
+
files).
|
| 559 |
+
|
| 560 |
+
|
| 561 |
+
2.4. Audio and Video Encoders and Decoders
|
| 562 |
+
|
| 563 |
+
You acknowledge and agree that it is your sole responsibility
|
| 564 |
+
to obtain any additional third-party licenses required to
|
| 565 |
+
make, have made, use, have used, sell, import, and offer for
|
| 566 |
+
sale your products or services that include or incorporate any
|
| 567 |
+
third-party software and content relating to audio and/or
|
| 568 |
+
video encoders and decoders from, including but not limited
|
| 569 |
+
to, Microsoft, Thomson, Fraunhofer IIS, Sisvel S.p.A.,
|
| 570 |
+
MPEG-LA, and Coding Technologies. NVIDIA does not grant to you
|
| 571 |
+
under this Agreement any necessary patent or other rights with
|
| 572 |
+
respect to any audio and/or video encoders and decoders.
|
| 573 |
+
|
| 574 |
+
|
| 575 |
+
2.5. Licensing
|
| 576 |
+
|
| 577 |
+
If the distribution terms in this Agreement are not suitable
|
| 578 |
+
for your organization, or for any questions regarding this
|
| 579 |
+
Agreement, please contact NVIDIA at
|
| 580 |
+
nvidia-compute-license-questions@nvidia.com.
|
| 581 |
+
|
| 582 |
+
|
| 583 |
+
2.6. Attachment A
|
| 584 |
+
|
| 585 |
+
The following portions of the SDK are distributable under the
|
| 586 |
+
Agreement:
|
| 587 |
+
|
| 588 |
+
Component
|
| 589 |
+
|
| 590 |
+
CUDA Runtime
|
| 591 |
+
|
| 592 |
+
Windows
|
| 593 |
+
|
| 594 |
+
cudart.dll, cudart_static.lib, cudadevrt.lib
|
| 595 |
+
|
| 596 |
+
Mac OSX
|
| 597 |
+
|
| 598 |
+
libcudart.dylib, libcudart_static.a, libcudadevrt.a
|
| 599 |
+
|
| 600 |
+
Linux
|
| 601 |
+
|
| 602 |
+
libcudart.so, libcudart_static.a, libcudadevrt.a
|
| 603 |
+
|
| 604 |
+
Android
|
| 605 |
+
|
| 606 |
+
libcudart.so, libcudart_static.a, libcudadevrt.a
|
| 607 |
+
|
| 608 |
+
Component
|
| 609 |
+
|
| 610 |
+
CUDA FFT Library
|
| 611 |
+
|
| 612 |
+
Windows
|
| 613 |
+
|
| 614 |
+
cufft.dll, cufftw.dll, cufft.lib, cufftw.lib
|
| 615 |
+
|
| 616 |
+
Mac OSX
|
| 617 |
+
|
| 618 |
+
libcufft.dylib, libcufft_static.a, libcufftw.dylib,
|
| 619 |
+
libcufftw_static.a
|
| 620 |
+
|
| 621 |
+
Linux
|
| 622 |
+
|
| 623 |
+
libcufft.so, libcufft_static.a, libcufftw.so,
|
| 624 |
+
libcufftw_static.a
|
| 625 |
+
|
| 626 |
+
Android
|
| 627 |
+
|
| 628 |
+
libcufft.so, libcufft_static.a, libcufftw.so,
|
| 629 |
+
libcufftw_static.a
|
| 630 |
+
|
| 631 |
+
Component
|
| 632 |
+
|
| 633 |
+
CUDA BLAS Library
|
| 634 |
+
|
| 635 |
+
Windows
|
| 636 |
+
|
| 637 |
+
cublas.dll, cublasLt.dll
|
| 638 |
+
|
| 639 |
+
Mac OSX
|
| 640 |
+
|
| 641 |
+
libcublas.dylib, libcublasLt.dylib, libcublas_static.a,
|
| 642 |
+
libcublasLt_static.a
|
| 643 |
+
|
| 644 |
+
Linux
|
| 645 |
+
|
| 646 |
+
libcublas.so, libcublasLt.so, libcublas_static.a,
|
| 647 |
+
libcublasLt_static.a
|
| 648 |
+
|
| 649 |
+
Android
|
| 650 |
+
|
| 651 |
+
libcublas.so, libcublasLt.so, libcublas_static.a,
|
| 652 |
+
libcublasLt_static.a
|
| 653 |
+
|
| 654 |
+
Component
|
| 655 |
+
|
| 656 |
+
NVIDIA "Drop-in" BLAS Library
|
| 657 |
+
|
| 658 |
+
Windows
|
| 659 |
+
|
| 660 |
+
nvblas.dll
|
| 661 |
+
|
| 662 |
+
Mac OSX
|
| 663 |
+
|
| 664 |
+
libnvblas.dylib
|
| 665 |
+
|
| 666 |
+
Linux
|
| 667 |
+
|
| 668 |
+
libnvblas.so
|
| 669 |
+
|
| 670 |
+
Component
|
| 671 |
+
|
| 672 |
+
CUDA Sparse Matrix Library
|
| 673 |
+
|
| 674 |
+
Windows
|
| 675 |
+
|
| 676 |
+
cusparse.dll, cusparse.lib
|
| 677 |
+
|
| 678 |
+
Mac OSX
|
| 679 |
+
|
| 680 |
+
libcusparse.dylib, libcusparse_static.a
|
| 681 |
+
|
| 682 |
+
Linux
|
| 683 |
+
|
| 684 |
+
libcusparse.so, libcusparse_static.a
|
| 685 |
+
|
| 686 |
+
Android
|
| 687 |
+
|
| 688 |
+
libcusparse.so, libcusparse_static.a
|
| 689 |
+
|
| 690 |
+
Component
|
| 691 |
+
|
| 692 |
+
CUDA Linear Solver Library
|
| 693 |
+
|
| 694 |
+
Windows
|
| 695 |
+
|
| 696 |
+
cusolver.dll, cusolver.lib
|
| 697 |
+
|
| 698 |
+
Mac OSX
|
| 699 |
+
|
| 700 |
+
libcusolver.dylib, libcusolver_static.a
|
| 701 |
+
|
| 702 |
+
Linux
|
| 703 |
+
|
| 704 |
+
libcusolver.so, libcusolver_static.a
|
| 705 |
+
|
| 706 |
+
Android
|
| 707 |
+
|
| 708 |
+
libcusolver.so, libcusolver_static.a
|
| 709 |
+
|
| 710 |
+
Component
|
| 711 |
+
|
| 712 |
+
CUDA Random Number Generation Library
|
| 713 |
+
|
| 714 |
+
Windows
|
| 715 |
+
|
| 716 |
+
curand.dll, curand.lib
|
| 717 |
+
|
| 718 |
+
Mac OSX
|
| 719 |
+
|
| 720 |
+
libcurand.dylib, libcurand_static.a
|
| 721 |
+
|
| 722 |
+
Linux
|
| 723 |
+
|
| 724 |
+
libcurand.so, libcurand_static.a
|
| 725 |
+
|
| 726 |
+
Android
|
| 727 |
+
|
| 728 |
+
libcurand.so, libcurand_static.a
|
| 729 |
+
|
| 730 |
+
Component
|
| 731 |
+
|
| 732 |
+
CUDA Accelerated Graph Library
|
| 733 |
+
|
| 734 |
+
Component
|
| 735 |
+
|
| 736 |
+
NVIDIA Performance Primitives Library
|
| 737 |
+
|
| 738 |
+
Windows
|
| 739 |
+
|
| 740 |
+
nppc.dll, nppc.lib, nppial.dll, nppial.lib, nppicc.dll,
|
| 741 |
+
nppicc.lib, nppicom.dll, nppicom.lib, nppidei.dll,
|
| 742 |
+
nppidei.lib, nppif.dll, nppif.lib, nppig.dll, nppig.lib,
|
| 743 |
+
nppim.dll, nppim.lib, nppist.dll, nppist.lib, nppisu.dll,
|
| 744 |
+
nppisu.lib, nppitc.dll, nppitc.lib, npps.dll, npps.lib
|
| 745 |
+
|
| 746 |
+
Mac OSX
|
| 747 |
+
|
| 748 |
+
libnppc.dylib, libnppc_static.a, libnppial.dylib,
|
| 749 |
+
libnppial_static.a, libnppicc.dylib, libnppicc_static.a,
|
| 750 |
+
libnppicom.dylib, libnppicom_static.a, libnppidei.dylib,
|
| 751 |
+
libnppidei_static.a, libnppif.dylib, libnppif_static.a,
|
| 752 |
+
libnppig.dylib, libnppig_static.a, libnppim.dylib,
|
| 753 |
+
libnppisu_static.a, libnppitc.dylib, libnppitc_static.a,
|
| 754 |
+
libnpps.dylib, libnpps_static.a
|
| 755 |
+
|
| 756 |
+
Linux
|
| 757 |
+
|
| 758 |
+
libnppc.so, libnppc_static.a, libnppial.so,
|
| 759 |
+
libnppial_static.a, libnppicc.so, libnppicc_static.a,
|
| 760 |
+
libnppicom.so, libnppicom_static.a, libnppidei.so,
|
| 761 |
+
libnppidei_static.a, libnppif.so, libnppif_static.a
|
| 762 |
+
libnppig.so, libnppig_static.a, libnppim.so,
|
| 763 |
+
libnppim_static.a, libnppist.so, libnppist_static.a,
|
| 764 |
+
libnppisu.so, libnppisu_static.a, libnppitc.so
|
| 765 |
+
libnppitc_static.a, libnpps.so, libnpps_static.a
|
| 766 |
+
|
| 767 |
+
Android
|
| 768 |
+
|
| 769 |
+
libnppc.so, libnppc_static.a, libnppial.so,
|
| 770 |
+
libnppial_static.a, libnppicc.so, libnppicc_static.a,
|
| 771 |
+
libnppicom.so, libnppicom_static.a, libnppidei.so,
|
| 772 |
+
libnppidei_static.a, libnppif.so, libnppif_static.a
|
| 773 |
+
libnppig.so, libnppig_static.a, libnppim.so,
|
| 774 |
+
libnppim_static.a, libnppist.so, libnppist_static.a,
|
| 775 |
+
libnppisu.so, libnppisu_static.a, libnppitc.so
|
| 776 |
+
libnppitc_static.a, libnpps.so, libnpps_static.a
|
| 777 |
+
|
| 778 |
+
Component
|
| 779 |
+
|
| 780 |
+
NVIDIA JPEG Library
|
| 781 |
+
|
| 782 |
+
Linux
|
| 783 |
+
|
| 784 |
+
libnvjpeg.so, libnvjpeg_static.a
|
| 785 |
+
|
| 786 |
+
Component
|
| 787 |
+
|
| 788 |
+
Internal common library required for statically linking to
|
| 789 |
+
cuBLAS, cuSPARSE, cuFFT, cuRAND, nvJPEG and NPP
|
| 790 |
+
|
| 791 |
+
Mac OSX
|
| 792 |
+
|
| 793 |
+
libculibos.a
|
| 794 |
+
|
| 795 |
+
Linux
|
| 796 |
+
|
| 797 |
+
libculibos.a
|
| 798 |
+
|
| 799 |
+
Component
|
| 800 |
+
|
| 801 |
+
NVIDIA Runtime Compilation Library and Header
|
| 802 |
+
|
| 803 |
+
All
|
| 804 |
+
|
| 805 |
+
nvrtc.h
|
| 806 |
+
|
| 807 |
+
Windows
|
| 808 |
+
|
| 809 |
+
nvrtc.dll, nvrtc-builtins.dll
|
| 810 |
+
|
| 811 |
+
Mac OSX
|
| 812 |
+
|
| 813 |
+
libnvrtc.dylib, libnvrtc-builtins.dylib
|
| 814 |
+
|
| 815 |
+
Linux
|
| 816 |
+
|
| 817 |
+
libnvrtc.so, libnvrtc-builtins.so
|
| 818 |
+
|
| 819 |
+
Component
|
| 820 |
+
|
| 821 |
+
NVIDIA Optimizing Compiler Library
|
| 822 |
+
|
| 823 |
+
Windows
|
| 824 |
+
|
| 825 |
+
nvvm.dll
|
| 826 |
+
|
| 827 |
+
Mac OSX
|
| 828 |
+
|
| 829 |
+
libnvvm.dylib
|
| 830 |
+
|
| 831 |
+
Linux
|
| 832 |
+
|
| 833 |
+
libnvvm.so
|
| 834 |
+
|
| 835 |
+
Component
|
| 836 |
+
|
| 837 |
+
NVIDIA Common Device Math Functions Library
|
| 838 |
+
|
| 839 |
+
Windows
|
| 840 |
+
|
| 841 |
+
libdevice.10.bc
|
| 842 |
+
|
| 843 |
+
Mac OSX
|
| 844 |
+
|
| 845 |
+
libdevice.10.bc
|
| 846 |
+
|
| 847 |
+
Linux
|
| 848 |
+
|
| 849 |
+
libdevice.10.bc
|
| 850 |
+
|
| 851 |
+
Component
|
| 852 |
+
|
| 853 |
+
CUDA Occupancy Calculation Header Library
|
| 854 |
+
|
| 855 |
+
All
|
| 856 |
+
|
| 857 |
+
cuda_occupancy.h
|
| 858 |
+
|
| 859 |
+
Component
|
| 860 |
+
|
| 861 |
+
CUDA Half Precision Headers
|
| 862 |
+
|
| 863 |
+
All
|
| 864 |
+
|
| 865 |
+
cuda_fp16.h, cuda_fp16.hpp
|
| 866 |
+
|
| 867 |
+
Component
|
| 868 |
+
|
| 869 |
+
CUDA Profiling Tools Interface (CUPTI) Library
|
| 870 |
+
|
| 871 |
+
Windows
|
| 872 |
+
|
| 873 |
+
cupti.dll
|
| 874 |
+
|
| 875 |
+
Mac OSX
|
| 876 |
+
|
| 877 |
+
libcupti.dylib
|
| 878 |
+
|
| 879 |
+
Linux
|
| 880 |
+
|
| 881 |
+
libcupti.so
|
| 882 |
+
|
| 883 |
+
Component
|
| 884 |
+
|
| 885 |
+
NVIDIA Tools Extension Library
|
| 886 |
+
|
| 887 |
+
Windows
|
| 888 |
+
|
| 889 |
+
nvToolsExt.dll, nvToolsExt.lib
|
| 890 |
+
|
| 891 |
+
Mac OSX
|
| 892 |
+
|
| 893 |
+
libnvToolsExt.dylib
|
| 894 |
+
|
| 895 |
+
Linux
|
| 896 |
+
|
| 897 |
+
libnvToolsExt.so
|
| 898 |
+
|
| 899 |
+
Component
|
| 900 |
+
|
| 901 |
+
NVIDIA CUDA Driver Libraries
|
| 902 |
+
|
| 903 |
+
Linux
|
| 904 |
+
|
| 905 |
+
libcuda.so, libnvidia-fatbinaryloader.so,
|
| 906 |
+
libnvidia-ptxjitcompiler.so
|
| 907 |
+
|
| 908 |
+
The NVIDIA CUDA Driver Libraries are only distributable in
|
| 909 |
+
applications that meet this criteria:
|
| 910 |
+
|
| 911 |
+
1. The application was developed starting from a NVIDIA CUDA
|
| 912 |
+
container obtained from Docker Hub or the NVIDIA GPU
|
| 913 |
+
Cloud, and
|
| 914 |
+
|
| 915 |
+
2. The resulting application is packaged as a Docker
|
| 916 |
+
container and distributed to users on Docker Hub or the
|
| 917 |
+
NVIDIA GPU Cloud only.
|
| 918 |
+
|
| 919 |
+
|
| 920 |
+
2.7. Attachment B
|
| 921 |
+
|
| 922 |
+
|
| 923 |
+
Additional Licensing Obligations
|
| 924 |
+
|
| 925 |
+
The following third party components included in the SOFTWARE
|
| 926 |
+
are licensed to Licensee pursuant to the following terms and
|
| 927 |
+
conditions:
|
| 928 |
+
|
| 929 |
+
1. Licensee's use of the GDB third party component is
|
| 930 |
+
subject to the terms and conditions of GNU GPL v3:
|
| 931 |
+
|
| 932 |
+
This product includes copyrighted third-party software licensed
|
| 933 |
+
under the terms of the GNU General Public License v3 ("GPL v3").
|
| 934 |
+
All third-party software packages are copyright by their respective
|
| 935 |
+
authors. GPL v3 terms and conditions are hereby incorporated into
|
| 936 |
+
the Agreement by this reference: http://www.gnu.org/licenses/gpl.txt
|
| 937 |
+
|
| 938 |
+
Consistent with these licensing requirements, the software
|
| 939 |
+
listed below is provided under the terms of the specified
|
| 940 |
+
open source software licenses. To obtain source code for
|
| 941 |
+
software provided under licenses that require
|
| 942 |
+
redistribution of source code, including the GNU General
|
| 943 |
+
Public License (GPL) and GNU Lesser General Public License
|
| 944 |
+
(LGPL), contact oss-requests@nvidia.com. This offer is
|
| 945 |
+
valid for a period of three (3) years from the date of the
|
| 946 |
+
distribution of this product by NVIDIA CORPORATION.
|
| 947 |
+
|
| 948 |
+
Component License
|
| 949 |
+
CUDA-GDB GPL v3
|
| 950 |
+
|
| 951 |
+
2. Licensee represents and warrants that any and all third
|
| 952 |
+
party licensing and/or royalty payment obligations in
|
| 953 |
+
connection with Licensee's use of the H.264 video codecs
|
| 954 |
+
are solely the responsibility of Licensee.
|
| 955 |
+
|
| 956 |
+
3. Licensee's use of the Thrust library is subject to the
|
| 957 |
+
terms and conditions of the Apache License Version 2.0.
|
| 958 |
+
All third-party software packages are copyright by their
|
| 959 |
+
respective authors. Apache License Version 2.0 terms and
|
| 960 |
+
conditions are hereby incorporated into the Agreement by
|
| 961 |
+
this reference.
|
| 962 |
+
http://www.apache.org/licenses/LICENSE-2.0.html
|
| 963 |
+
|
| 964 |
+
In addition, Licensee acknowledges the following notice:
|
| 965 |
+
Thrust includes source code from the Boost Iterator,
|
| 966 |
+
Tuple, System, and Random Number libraries.
|
| 967 |
+
|
| 968 |
+
Boost Software License - Version 1.0 - August 17th, 2003
|
| 969 |
+
. . . .
|
| 970 |
+
|
| 971 |
+
Permission is hereby granted, free of charge, to any person or
|
| 972 |
+
organization obtaining a copy of the software and accompanying
|
| 973 |
+
documentation covered by this license (the "Software") to use,
|
| 974 |
+
reproduce, display, distribute, execute, and transmit the Software,
|
| 975 |
+
and to prepare derivative works of the Software, and to permit
|
| 976 |
+
third-parties to whom the Software is furnished to do so, all
|
| 977 |
+
subject to the following:
|
| 978 |
+
|
| 979 |
+
The copyright notices in the Software and this entire statement,
|
| 980 |
+
including the above license grant, this restriction and the following
|
| 981 |
+
disclaimer, must be included in all copies of the Software, in whole
|
| 982 |
+
or in part, and all derivative works of the Software, unless such
|
| 983 |
+
copies or derivative works are solely in the form of machine-executable
|
| 984 |
+
object code generated by a source language processor.
|
| 985 |
+
|
| 986 |
+
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
|
| 987 |
+
EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
|
| 988 |
+
MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, TITLE AND
|
| 989 |
+
NON-INFRINGEMENT. IN NO EVENT SHALL THE COPYRIGHT HOLDERS OR
|
| 990 |
+
ANYONE DISTRIBUTING THE SOFTWARE BE LIABLE FOR ANY DAMAGES OR
|
| 991 |
+
OTHER LIABILITY, WHETHER IN CONTRACT, TORT OR OTHERWISE, ARISING
|
| 992 |
+
FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
|
| 993 |
+
OTHER DEALINGS IN THE SOFTWARE.
|
| 994 |
+
|
| 995 |
+
4. Licensee's use of the LLVM third party component is
|
| 996 |
+
subject to the following terms and conditions:
|
| 997 |
+
|
| 998 |
+
======================================================
|
| 999 |
+
LLVM Release License
|
| 1000 |
+
======================================================
|
| 1001 |
+
University of Illinois/NCSA
|
| 1002 |
+
Open Source License
|
| 1003 |
+
|
| 1004 |
+
Copyright (c) 2003-2010 University of Illinois at Urbana-Champaign.
|
| 1005 |
+
All rights reserved.
|
| 1006 |
+
|
| 1007 |
+
Developed by:
|
| 1008 |
+
|
| 1009 |
+
LLVM Team
|
| 1010 |
+
|
| 1011 |
+
University of Illinois at Urbana-Champaign
|
| 1012 |
+
|
| 1013 |
+
http://llvm.org
|
| 1014 |
+
|
| 1015 |
+
Permission is hereby granted, free of charge, to any person obtaining a copy
|
| 1016 |
+
of this software and associated documentation files (the "Software"), to
|
| 1017 |
+
deal with the Software without restriction, including without limitation the
|
| 1018 |
+
rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
|
| 1019 |
+
sell copies of the Software, and to permit persons to whom the Software is
|
| 1020 |
+
furnished to do so, subject to the following conditions:
|
| 1021 |
+
|
| 1022 |
+
* Redistributions of source code must retain the above copyright notice,
|
| 1023 |
+
this list of conditions and the following disclaimers.
|
| 1024 |
+
|
| 1025 |
+
* Redistributions in binary form must reproduce the above copyright
|
| 1026 |
+
notice, this list of conditions and the following disclaimers in the
|
| 1027 |
+
documentation and/or other materials provided with the distribution.
|
| 1028 |
+
|
| 1029 |
+
* Neither the names of the LLVM Team, University of Illinois at Urbana-
|
| 1030 |
+
Champaign, nor the names of its contributors may be used to endorse or
|
| 1031 |
+
promote products derived from this Software without specific prior
|
| 1032 |
+
written permission.
|
| 1033 |
+
|
| 1034 |
+
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
| 1035 |
+
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
| 1036 |
+
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL
|
| 1037 |
+
THE CONTRIBUTORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR
|
| 1038 |
+
OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE,
|
| 1039 |
+
ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
|
| 1040 |
+
DEALINGS WITH THE SOFTWARE.
|
| 1041 |
+
|
| 1042 |
+
5. Licensee's use (e.g. nvprof) of the PCRE third party
|
| 1043 |
+
component is subject to the following terms and
|
| 1044 |
+
conditions:
|
| 1045 |
+
|
| 1046 |
+
------------
|
| 1047 |
+
PCRE LICENCE
|
| 1048 |
+
------------
|
| 1049 |
+
PCRE is a library of functions to support regular expressions whose syntax
|
| 1050 |
+
and semantics are as close as possible to those of the Perl 5 language.
|
| 1051 |
+
Release 8 of PCRE is distributed under the terms of the "BSD" licence, as
|
| 1052 |
+
specified below. The documentation for PCRE, supplied in the "doc"
|
| 1053 |
+
directory, is distributed under the same terms as the software itself. The
|
| 1054 |
+
basic library functions are written in C and are freestanding. Also
|
| 1055 |
+
included in the distribution is a set of C++ wrapper functions, and a just-
|
| 1056 |
+
in-time compiler that can be used to optimize pattern matching. These are
|
| 1057 |
+
both optional features that can be omitted when the library is built.
|
| 1058 |
+
|
| 1059 |
+
THE BASIC LIBRARY FUNCTIONS
|
| 1060 |
+
---------------------------
|
| 1061 |
+
Written by: Philip Hazel
|
| 1062 |
+
Email local part: ph10
|
| 1063 |
+
Email domain: cam.ac.uk
|
| 1064 |
+
University of Cambridge Computing Service,
|
| 1065 |
+
Cambridge, England.
|
| 1066 |
+
Copyright (c) 1997-2012 University of Cambridge
|
| 1067 |
+
All rights reserved.
|
| 1068 |
+
|
| 1069 |
+
PCRE JUST-IN-TIME COMPILATION SUPPORT
|
| 1070 |
+
-------------------------------------
|
| 1071 |
+
Written by: Zoltan Herczeg
|
| 1072 |
+
Email local part: hzmester
|
| 1073 |
+
Emain domain: freemail.hu
|
| 1074 |
+
Copyright(c) 2010-2012 Zoltan Herczeg
|
| 1075 |
+
All rights reserved.
|
| 1076 |
+
|
| 1077 |
+
STACK-LESS JUST-IN-TIME COMPILER
|
| 1078 |
+
--------------------------------
|
| 1079 |
+
Written by: Zoltan Herczeg
|
| 1080 |
+
Email local part: hzmester
|
| 1081 |
+
Emain domain: freemail.hu
|
| 1082 |
+
Copyright(c) 2009-2012 Zoltan Herczeg
|
| 1083 |
+
All rights reserved.
|
| 1084 |
+
|
| 1085 |
+
THE C++ WRAPPER FUNCTIONS
|
| 1086 |
+
-------------------------
|
| 1087 |
+
Contributed by: Google Inc.
|
| 1088 |
+
Copyright (c) 2007-2012, Google Inc.
|
| 1089 |
+
All rights reserved.
|
| 1090 |
+
|
| 1091 |
+
THE "BSD" LICENCE
|
| 1092 |
+
-----------------
|
| 1093 |
+
Redistribution and use in source and binary forms, with or without
|
| 1094 |
+
modification, are permitted provided that the following conditions are met:
|
| 1095 |
+
|
| 1096 |
+
* Redistributions of source code must retain the above copyright notice,
|
| 1097 |
+
this list of conditions and the following disclaimer.
|
| 1098 |
+
|
| 1099 |
+
* Redistributions in binary form must reproduce the above copyright
|
| 1100 |
+
notice, this list of conditions and the following disclaimer in the
|
| 1101 |
+
documentation and/or other materials provided with the distribution.
|
| 1102 |
+
|
| 1103 |
+
* Neither the name of the University of Cambridge nor the name of Google
|
| 1104 |
+
Inc. nor the names of their contributors may be used to endorse or
|
| 1105 |
+
promote products derived from this software without specific prior
|
| 1106 |
+
written permission.
|
| 1107 |
+
|
| 1108 |
+
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
|
| 1109 |
+
AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
|
| 1110 |
+
IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
|
| 1111 |
+
ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
|
| 1112 |
+
LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
|
| 1113 |
+
CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
|
| 1114 |
+
SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
|
| 1115 |
+
INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
|
| 1116 |
+
CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
|
| 1117 |
+
ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
|
| 1118 |
+
POSSIBILITY OF SUCH DAMAGE.
|
| 1119 |
+
|
| 1120 |
+
6. Some of the cuBLAS library routines were written by or
|
| 1121 |
+
derived from code written by Vasily Volkov and are subject
|
| 1122 |
+
to the Modified Berkeley Software Distribution License as
|
| 1123 |
+
follows:
|
| 1124 |
+
|
| 1125 |
+
Copyright (c) 2007-2009, Regents of the University of California
|
| 1126 |
+
|
| 1127 |
+
All rights reserved.
|
| 1128 |
+
|
| 1129 |
+
Redistribution and use in source and binary forms, with or without
|
| 1130 |
+
modification, are permitted provided that the following conditions are
|
| 1131 |
+
met:
|
| 1132 |
+
* Redistributions of source code must retain the above copyright
|
| 1133 |
+
notice, this list of conditions and the following disclaimer.
|
| 1134 |
+
* Redistributions in binary form must reproduce the above
|
| 1135 |
+
copyright notice, this list of conditions and the following
|
| 1136 |
+
disclaimer in the documentation and/or other materials provided
|
| 1137 |
+
with the distribution.
|
| 1138 |
+
* Neither the name of the University of California, Berkeley nor
|
| 1139 |
+
the names of its contributors may be used to endorse or promote
|
| 1140 |
+
products derived from this software without specific prior
|
| 1141 |
+
written permission.
|
| 1142 |
+
|
| 1143 |
+
THIS SOFTWARE IS PROVIDED BY THE AUTHOR "AS IS" AND ANY EXPRESS OR
|
| 1144 |
+
IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
|
| 1145 |
+
WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
|
| 1146 |
+
DISCLAIMED. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY DIRECT,
|
| 1147 |
+
INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
|
| 1148 |
+
(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
|
| 1149 |
+
SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION)
|
| 1150 |
+
HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,
|
| 1151 |
+
STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING
|
| 1152 |
+
IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
|
| 1153 |
+
POSSIBILITY OF SUCH DAMAGE.
|
| 1154 |
+
|
| 1155 |
+
7. Some of the cuBLAS library routines were written by or
|
| 1156 |
+
derived from code written by Davide Barbieri and are
|
| 1157 |
+
subject to the Modified Berkeley Software Distribution
|
| 1158 |
+
License as follows:
|
| 1159 |
+
|
| 1160 |
+
Copyright (c) 2008-2009 Davide Barbieri @ University of Rome Tor Vergata.
|
| 1161 |
+
|
| 1162 |
+
All rights reserved.
|
| 1163 |
+
|
| 1164 |
+
Redistribution and use in source and binary forms, with or without
|
| 1165 |
+
modification, are permitted provided that the following conditions are
|
| 1166 |
+
met:
|
| 1167 |
+
* Redistributions of source code must retain the above copyright
|
| 1168 |
+
notice, this list of conditions and the following disclaimer.
|
| 1169 |
+
* Redistributions in binary form must reproduce the above
|
| 1170 |
+
copyright notice, this list of conditions and the following
|
| 1171 |
+
disclaimer in the documentation and/or other materials provided
|
| 1172 |
+
with the distribution.
|
| 1173 |
+
* The name of the author may not be used to endorse or promote
|
| 1174 |
+
products derived from this software without specific prior
|
| 1175 |
+
written permission.
|
| 1176 |
+
|
| 1177 |
+
THIS SOFTWARE IS PROVIDED BY THE AUTHOR "AS IS" AND ANY EXPRESS OR
|
| 1178 |
+
IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
|
| 1179 |
+
WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
|
| 1180 |
+
DISCLAIMED. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY DIRECT,
|
| 1181 |
+
INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
|
| 1182 |
+
(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
|
| 1183 |
+
SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION)
|
| 1184 |
+
HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,
|
| 1185 |
+
STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING
|
| 1186 |
+
IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
|
| 1187 |
+
POSSIBILITY OF SUCH DAMAGE.
|
| 1188 |
+
|
| 1189 |
+
8. Some of the cuBLAS library routines were derived from
|
| 1190 |
+
code developed by the University of Tennessee and are
|
| 1191 |
+
subject to the Modified Berkeley Software Distribution
|
| 1192 |
+
License as follows:
|
| 1193 |
+
|
| 1194 |
+
Copyright (c) 2010 The University of Tennessee.
|
| 1195 |
+
|
| 1196 |
+
All rights reserved.
|
| 1197 |
+
|
| 1198 |
+
Redistribution and use in source and binary forms, with or without
|
| 1199 |
+
modification, are permitted provided that the following conditions are
|
| 1200 |
+
met:
|
| 1201 |
+
* Redistributions of source code must retain the above copyright
|
| 1202 |
+
notice, this list of conditions and the following disclaimer.
|
| 1203 |
+
* Redistributions in binary form must reproduce the above
|
| 1204 |
+
copyright notice, this list of conditions and the following
|
| 1205 |
+
disclaimer listed in this license in the documentation and/or
|
| 1206 |
+
other materials provided with the distribution.
|
| 1207 |
+
* Neither the name of the copyright holders nor the names of its
|
| 1208 |
+
contributors may be used to endorse or promote products derived
|
| 1209 |
+
from this software without specific prior written permission.
|
| 1210 |
+
|
| 1211 |
+
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
|
| 1212 |
+
"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
|
| 1213 |
+
LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
|
| 1214 |
+
A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
|
| 1215 |
+
OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
|
| 1216 |
+
SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
|
| 1217 |
+
LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
|
| 1218 |
+
DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
|
| 1219 |
+
THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
|
| 1220 |
+
(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
|
| 1221 |
+
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
|
| 1222 |
+
|
| 1223 |
+
9. Some of the cuBLAS library routines were written by or
|
| 1224 |
+
derived from code written by Jonathan Hogg and are subject
|
| 1225 |
+
to the Modified Berkeley Software Distribution License as
|
| 1226 |
+
follows:
|
| 1227 |
+
|
| 1228 |
+
Copyright (c) 2012, The Science and Technology Facilities Council (STFC).
|
| 1229 |
+
|
| 1230 |
+
All rights reserved.
|
| 1231 |
+
|
| 1232 |
+
Redistribution and use in source and binary forms, with or without
|
| 1233 |
+
modification, are permitted provided that the following conditions are
|
| 1234 |
+
met:
|
| 1235 |
+
* Redistributions of source code must retain the above copyright
|
| 1236 |
+
notice, this list of conditions and the following disclaimer.
|
| 1237 |
+
* Redistributions in binary form must reproduce the above
|
| 1238 |
+
copyright notice, this list of conditions and the following
|
| 1239 |
+
disclaimer in the documentation and/or other materials provided
|
| 1240 |
+
with the distribution.
|
| 1241 |
+
* Neither the name of the STFC nor the names of its contributors
|
| 1242 |
+
may be used to endorse or promote products derived from this
|
| 1243 |
+
software without specific prior written permission.
|
| 1244 |
+
|
| 1245 |
+
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
|
| 1246 |
+
"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
|
| 1247 |
+
LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
|
| 1248 |
+
A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE STFC BE
|
| 1249 |
+
LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
|
| 1250 |
+
CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
|
| 1251 |
+
SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR
|
| 1252 |
+
BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY,
|
| 1253 |
+
WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE
|
| 1254 |
+
OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN
|
| 1255 |
+
IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
|
| 1256 |
+
|
| 1257 |
+
10. Some of the cuBLAS library routines were written by or
|
| 1258 |
+
derived from code written by Ahmad M. Abdelfattah, David
|
| 1259 |
+
Keyes, and Hatem Ltaief, and are subject to the Apache
|
| 1260 |
+
License, Version 2.0, as follows:
|
| 1261 |
+
|
| 1262 |
+
-- (C) Copyright 2013 King Abdullah University of Science and Technology
|
| 1263 |
+
Authors:
|
| 1264 |
+
Ahmad Abdelfattah (ahmad.ahmad@kaust.edu.sa)
|
| 1265 |
+
David Keyes (david.keyes@kaust.edu.sa)
|
| 1266 |
+
Hatem Ltaief (hatem.ltaief@kaust.edu.sa)
|
| 1267 |
+
|
| 1268 |
+
Redistribution and use in source and binary forms, with or without
|
| 1269 |
+
modification, are permitted provided that the following conditions
|
| 1270 |
+
are met:
|
| 1271 |
+
|
| 1272 |
+
* Redistributions of source code must retain the above copyright
|
| 1273 |
+
notice, this list of conditions and the following disclaimer.
|
| 1274 |
+
* Redistributions in binary form must reproduce the above copyright
|
| 1275 |
+
notice, this list of conditions and the following disclaimer in the
|
| 1276 |
+
documentation and/or other materials provided with the distribution.
|
| 1277 |
+
* Neither the name of the King Abdullah University of Science and
|
| 1278 |
+
Technology nor the names of its contributors may be used to endorse
|
| 1279 |
+
or promote products derived from this software without specific prior
|
| 1280 |
+
written permission.
|
| 1281 |
+
|
| 1282 |
+
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
|
| 1283 |
+
``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
|
| 1284 |
+
LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
|
| 1285 |
+
A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
|
| 1286 |
+
HOLDERS OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
|
| 1287 |
+
SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
|
| 1288 |
+
LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
|
| 1289 |
+
DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
|
| 1290 |
+
THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
|
| 1291 |
+
(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
|
| 1292 |
+
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE
|
| 1293 |
+
|
| 1294 |
+
11. Some of the cuSPARSE library routines were written by or
|
| 1295 |
+
derived from code written by Li-Wen Chang and are subject
|
| 1296 |
+
to the NCSA Open Source License as follows:
|
| 1297 |
+
|
| 1298 |
+
Copyright (c) 2012, University of Illinois.
|
| 1299 |
+
|
| 1300 |
+
All rights reserved.
|
| 1301 |
+
|
| 1302 |
+
Developed by: IMPACT Group, University of Illinois, http://impact.crhc.illinois.edu
|
| 1303 |
+
|
| 1304 |
+
Permission is hereby granted, free of charge, to any person obtaining
|
| 1305 |
+
a copy of this software and associated documentation files (the
|
| 1306 |
+
"Software"), to deal with the Software without restriction, including
|
| 1307 |
+
without limitation the rights to use, copy, modify, merge, publish,
|
| 1308 |
+
distribute, sublicense, and/or sell copies of the Software, and to
|
| 1309 |
+
permit persons to whom the Software is furnished to do so, subject to
|
| 1310 |
+
the following conditions:
|
| 1311 |
+
* Redistributions of source code must retain the above copyright
|
| 1312 |
+
notice, this list of conditions and the following disclaimer.
|
| 1313 |
+
* Redistributions in binary form must reproduce the above
|
| 1314 |
+
copyright notice, this list of conditions and the following
|
| 1315 |
+
disclaimers in the documentation and/or other materials provided
|
| 1316 |
+
with the distribution.
|
| 1317 |
+
* Neither the names of IMPACT Group, University of Illinois, nor
|
| 1318 |
+
the names of its contributors may be used to endorse or promote
|
| 1319 |
+
products derived from this Software without specific prior
|
| 1320 |
+
written permission.
|
| 1321 |
+
|
| 1322 |
+
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
|
| 1323 |
+
EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
|
| 1324 |
+
MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
|
| 1325 |
+
NONINFRINGEMENT. IN NO EVENT SHALL THE CONTRIBUTORS OR COPYRIGHT
|
| 1326 |
+
HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
|
| 1327 |
+
IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR
|
| 1328 |
+
IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS WITH THE
|
| 1329 |
+
SOFTWARE.
|
| 1330 |
+
|
| 1331 |
+
12. Some of the cuRAND library routines were written by or
|
| 1332 |
+
derived from code written by Mutsuo Saito and Makoto
|
| 1333 |
+
Matsumoto and are subject to the following license:
|
| 1334 |
+
|
| 1335 |
+
Copyright (c) 2009, 2010 Mutsuo Saito, Makoto Matsumoto and Hiroshima
|
| 1336 |
+
University. All rights reserved.
|
| 1337 |
+
|
| 1338 |
+
Copyright (c) 2011 Mutsuo Saito, Makoto Matsumoto, Hiroshima
|
| 1339 |
+
University and University of Tokyo. All rights reserved.
|
| 1340 |
+
|
| 1341 |
+
Redistribution and use in source and binary forms, with or without
|
| 1342 |
+
modification, are permitted provided that the following conditions are
|
| 1343 |
+
met:
|
| 1344 |
+
* Redistributions of source code must retain the above copyright
|
| 1345 |
+
notice, this list of conditions and the following disclaimer.
|
| 1346 |
+
* Redistributions in binary form must reproduce the above
|
| 1347 |
+
copyright notice, this list of conditions and the following
|
| 1348 |
+
disclaimer in the documentation and/or other materials provided
|
| 1349 |
+
with the distribution.
|
| 1350 |
+
* Neither the name of the Hiroshima University nor the names of
|
| 1351 |
+
its contributors may be used to endorse or promote products
|
| 1352 |
+
derived from this software without specific prior written
|
| 1353 |
+
permission.
|
| 1354 |
+
|
| 1355 |
+
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
|
| 1356 |
+
"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
|
| 1357 |
+
LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
|
| 1358 |
+
A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
|
| 1359 |
+
OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
|
| 1360 |
+
SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
|
| 1361 |
+
LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
|
| 1362 |
+
DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
|
| 1363 |
+
THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
|
| 1364 |
+
(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
|
| 1365 |
+
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
|
| 1366 |
+
|
| 1367 |
+
13. Some of the cuRAND library routines were derived from
|
| 1368 |
+
code developed by D. E. Shaw Research and are subject to
|
| 1369 |
+
the following license:
|
| 1370 |
+
|
| 1371 |
+
Copyright 2010-2011, D. E. Shaw Research.
|
| 1372 |
+
|
| 1373 |
+
All rights reserved.
|
| 1374 |
+
|
| 1375 |
+
Redistribution and use in source and binary forms, with or without
|
| 1376 |
+
modification, are permitted provided that the following conditions are
|
| 1377 |
+
met:
|
| 1378 |
+
* Redistributions of source code must retain the above copyright
|
| 1379 |
+
notice, this list of conditions, and the following disclaimer.
|
| 1380 |
+
* Redistributions in binary form must reproduce the above
|
| 1381 |
+
copyright notice, this list of conditions, and the following
|
| 1382 |
+
disclaimer in the documentation and/or other materials provided
|
| 1383 |
+
with the distribution.
|
| 1384 |
+
* Neither the name of D. E. Shaw Research nor the names of its
|
| 1385 |
+
contributors may be used to endorse or promote products derived
|
| 1386 |
+
from this software without specific prior written permission.
|
| 1387 |
+
|
| 1388 |
+
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
|
| 1389 |
+
"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
|
| 1390 |
+
LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
|
| 1391 |
+
A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
|
| 1392 |
+
OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
|
| 1393 |
+
SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
|
| 1394 |
+
LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
|
| 1395 |
+
DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
|
| 1396 |
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THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
|
| 1397 |
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(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
|
| 1398 |
+
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
|
| 1399 |
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|
| 1400 |
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14. Some of the Math library routines were written by or
|
| 1401 |
+
derived from code developed by Norbert Juffa and are
|
| 1402 |
+
subject to the following license:
|
| 1403 |
+
|
| 1404 |
+
Copyright (c) 2015-2017, Norbert Juffa
|
| 1405 |
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All rights reserved.
|
| 1406 |
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|
| 1407 |
+
Redistribution and use in source and binary forms, with or without
|
| 1408 |
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modification, are permitted provided that the following conditions
|
| 1409 |
+
are met:
|
| 1410 |
+
|
| 1411 |
+
1. Redistributions of source code must retain the above copyright
|
| 1412 |
+
notice, this list of conditions and the following disclaimer.
|
| 1413 |
+
|
| 1414 |
+
2. Redistributions in binary form must reproduce the above copyright
|
| 1415 |
+
notice, this list of conditions and the following disclaimer in the
|
| 1416 |
+
documentation and/or other materials provided with the distribution.
|
| 1417 |
+
|
| 1418 |
+
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
|
| 1419 |
+
"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
|
| 1420 |
+
LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
|
| 1421 |
+
A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
|
| 1422 |
+
HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
|
| 1423 |
+
SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
|
| 1424 |
+
LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
|
| 1425 |
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DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
|
| 1426 |
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THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
|
| 1427 |
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(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
|
| 1428 |
+
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
|
| 1429 |
+
|
| 1430 |
+
15. Licensee's use of the lz4 third party component is
|
| 1431 |
+
subject to the following terms and conditions:
|
| 1432 |
+
|
| 1433 |
+
Copyright (C) 2011-2013, Yann Collet.
|
| 1434 |
+
BSD 2-Clause License (http://www.opensource.org/licenses/bsd-license.php)
|
| 1435 |
+
|
| 1436 |
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Redistribution and use in source and binary forms, with or without
|
| 1437 |
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modification, are permitted provided that the following conditions are
|
| 1438 |
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met:
|
| 1439 |
+
|
| 1440 |
+
* Redistributions of source code must retain the above copyright
|
| 1441 |
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notice, this list of conditions and the following disclaimer.
|
| 1442 |
+
* Redistributions in binary form must reproduce the above
|
| 1443 |
+
copyright notice, this list of conditions and the following disclaimer
|
| 1444 |
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in the documentation and/or other materials provided with the
|
| 1445 |
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distribution.
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| 1446 |
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| 1447 |
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THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
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| 1448 |
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"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
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| 1449 |
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LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
|
| 1450 |
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A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
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| 1451 |
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OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
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SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
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LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
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DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
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| 1455 |
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THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
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(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
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| 1457 |
+
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
|
| 1458 |
+
|
| 1459 |
+
16. The NPP library uses code from the Boost Math Toolkit,
|
| 1460 |
+
and is subject to the following license:
|
| 1461 |
+
|
| 1462 |
+
Boost Software License - Version 1.0 - August 17th, 2003
|
| 1463 |
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. . . .
|
| 1464 |
+
|
| 1465 |
+
Permission is hereby granted, free of charge, to any person or
|
| 1466 |
+
organization obtaining a copy of the software and accompanying
|
| 1467 |
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documentation covered by this license (the "Software") to use,
|
| 1468 |
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reproduce, display, distribute, execute, and transmit the Software,
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| 1469 |
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and to prepare derivative works of the Software, and to permit
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| 1470 |
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third-parties to whom the Software is furnished to do so, all
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| 1471 |
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subject to the following:
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| 1472 |
+
|
| 1473 |
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The copyright notices in the Software and this entire statement,
|
| 1474 |
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including the above license grant, this restriction and the following
|
| 1475 |
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disclaimer, must be included in all copies of the Software, in whole
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or in part, and all derivative works of the Software, unless such
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| 1477 |
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copies or derivative works are solely in the form of machine-executable
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object code generated by a source language processor.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
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EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
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MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, TITLE AND
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NON-INFRINGEMENT. IN NO EVENT SHALL THE COPYRIGHT HOLDERS OR
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ANYONE DISTRIBUTING THE SOFTWARE BE LIABLE FOR ANY DAMAGES OR
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OTHER LIABILITY, WHETHER IN CONTRACT, TORT OR OTHERWISE, ARISING
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FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
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| 1487 |
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OTHER DEALINGS IN THE SOFTWARE.
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| 1488 |
+
|
| 1489 |
+
17. Portions of the Nsight Eclipse Edition is subject to the
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| 1490 |
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following license:
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| 1491 |
+
|
| 1492 |
+
The Eclipse Foundation makes available all content in this plug-in
|
| 1493 |
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("Content"). Unless otherwise indicated below, the Content is provided
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| 1494 |
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to you under the terms and conditions of the Eclipse Public License
|
| 1495 |
+
Version 1.0 ("EPL"). A copy of the EPL is available at http://
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| 1496 |
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www.eclipse.org/legal/epl-v10.html. For purposes of the EPL, "Program"
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will mean the Content.
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If you did not receive this Content directly from the Eclipse
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Foundation, the Content is being redistributed by another party
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("Redistributor") and different terms and conditions may apply to your
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| 1502 |
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use of any object code in the Content. Check the Redistributor's
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| 1503 |
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license that was provided with the Content. If no such license exists,
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| 1504 |
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contact the Redistributor. Unless otherwise indicated below, the terms
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and conditions of the EPL still apply to any source code in the
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Content and such source code may be obtained at http://www.eclipse.org.
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18. Some of the cuBLAS library routines uses code from
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OpenAI, which is subject to the following license:
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| 1511 |
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License URL
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https://github.com/openai/openai-gemm/blob/master/LICENSE
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License Text
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The MIT License
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Copyright (c) 2016 OpenAI (http://openai.com), 2016 Google Inc.
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| 1518 |
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|
| 1519 |
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Permission is hereby granted, free of charge, to any person obtaining a copy
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| 1520 |
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Software, and to permit persons to whom the Software is
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| 1524 |
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furnished to do so, subject to the following conditions:
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| 1525 |
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| 1526 |
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The above copyright notice and this permission notice shall be included in
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| 1527 |
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all copies or substantial portions of the Software.
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| 1528 |
+
|
| 1529 |
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
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THE SOFTWARE.
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| 1536 |
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| 1537 |
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19. Licensee's use of the Visual Studio Setup Configuration
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| 1538 |
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Samples is subject to the following license:
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| 1539 |
+
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| 1540 |
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The MIT License (MIT)
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| 1541 |
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Copyright (C) Microsoft Corporation. All rights reserved.
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| 1542 |
+
|
| 1543 |
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Permission is hereby granted, free of charge, to any person
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obtaining a copy of this software and associated documentation
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files (the "Software"), to deal in the Software without restriction,
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including without limitation the rights to use, copy, modify, merge,
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publish, distribute, sublicense, and/or sell copies of the Software,
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and to permit persons to whom the Software is furnished to do so,
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subject to the following conditions:
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The above copyright notice and this permission notice shall be included
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in all copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
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20. Licensee's use of linmath.h header for CPU functions for
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GL vector/matrix operations from lunarG is subject to the
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Apache License Version 2.0.
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| 1564 |
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21. The DX12-CUDA sample uses the d3dx12.h header, which is
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| 1566 |
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subject to the MIT license .
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| 1567 |
+
|
| 1568 |
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-----------------
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/nvidia_cublas_cu12-12.8.4.1.dist-info/METADATA
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| 1 |
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Metadata-Version: 2.4
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| 2 |
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Name: nvidia-cudnn-cu12
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| 3 |
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Version: 9.10.2.21
|
| 4 |
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Summary: cuDNN runtime libraries
|
| 5 |
+
Home-page: https://developer.nvidia.com/cuda-zone
|
| 6 |
+
Author: Nvidia CUDA Installer Team
|
| 7 |
+
Author-email: compute_installer@nvidia.com
|
| 8 |
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License: LicenseRef-NVIDIA-Proprietary
|
| 9 |
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Keywords: cuda,nvidia,runtime,machine learning,deep learning
|
| 10 |
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Classifier: Development Status :: 4 - Beta
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| 11 |
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Classifier: Intended Audience :: Developers
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| 12 |
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Classifier: Intended Audience :: Education
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Classifier: Intended Audience :: Science/Research
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| 14 |
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Classifier: License :: Other/Proprietary License
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| 15 |
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Classifier: Natural Language :: English
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| 16 |
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Classifier: Programming Language :: Python :: 3
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| 17 |
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Classifier: Programming Language :: Python :: 3.5
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| 18 |
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Classifier: Programming Language :: Python :: 3.6
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| 19 |
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Classifier: Programming Language :: Python :: 3.7
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Classifier: Programming Language :: Python :: 3.8
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Classifier: Programming Language :: Python :: 3.9
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Classifier: Programming Language :: Python :: 3.10
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Classifier: Programming Language :: Python :: 3.11
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Classifier: Programming Language :: Python :: 3 :: Only
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Classifier: Topic :: Scientific/Engineering
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Classifier: Topic :: Scientific/Engineering :: Mathematics
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Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
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Classifier: Topic :: Software Development
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Classifier: Topic :: Software Development :: Libraries
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Classifier: Operating System :: Microsoft :: Windows
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Classifier: Operating System :: POSIX :: Linux
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Requires-Python: >=3
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| 33 |
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License-File: License.txt
|
| 34 |
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Requires-Dist: nvidia-cublas-cu12
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| 35 |
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Dynamic: author
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| 36 |
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Dynamic: author-email
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| 37 |
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Dynamic: classifier
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| 38 |
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Dynamic: description
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| 39 |
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Dynamic: home-page
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| 40 |
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Dynamic: keywords
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Dynamic: license
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Dynamic: license-file
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Dynamic: requires-dist
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| 44 |
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Dynamic: requires-python
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Dynamic: summary
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| 46 |
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|
| 47 |
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cuDNN runtime libraries containing primitives for deep neural networks.
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/nvidia_cudnn_cu12-9.10.2.21.dist-info/RECORD
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| 1 |
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nvidia/cudnn/include/cudnn.h,sha256=EILVHTtWS6zo72_G7jNbZosr-lF_V8Bu_UKCY-XCGFU,2841
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nvidia/cudnn/include/cudnn_adv.h,sha256=9As4tvtmhXmC9agNuLfBtSAmtQFhKMMevFS5xigJ6QQ,30855
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nvidia_cudnn_cu12-9.10.2.21.dist-info/RECORD,,
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Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/nvidia_cudnn_cu12-9.10.2.21.dist-info/REQUESTED
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File without changes
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Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/nvidia_cudnn_cu12-9.10.2.21.dist-info/WHEEL
ADDED
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@@ -0,0 +1,5 @@
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|
| 1 |
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Wheel-Version: 1.0
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Generator: setuptools (80.9.0)
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Root-Is-Purelib: true
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Tag: py3-none-manylinux_2_27_x86_64
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|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/nvidia_cudnn_cu12-9.10.2.21.dist-info/licenses/License.txt
ADDED
|
@@ -0,0 +1,154 @@
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|
| 1 |
+
LICENSE AGREEMENT FOR NVIDIA SOFTWARE DEVELOPMENT KITS
|
| 2 |
+
|
| 3 |
+
This license agreement, including exhibits attached ("Agreement”) is a legal agreement between you and NVIDIA Corporation ("NVIDIA") and governs your use of a NVIDIA software development kit (“SDK”).
|
| 4 |
+
|
| 5 |
+
Each SDK has its own set of software and materials, but here is a description of the types of items that may be included in a SDK: source code, header files, APIs, data sets and assets (examples include images, textures, models, scenes, videos, native API input/output files), binary software, sample code, libraries, utility programs, programming code and documentation.
|
| 6 |
+
|
| 7 |
+
This Agreement can be accepted only by an adult of legal age of majority in the country in which the SDK is used.
|
| 8 |
+
|
| 9 |
+
If you are entering into this Agreement on behalf of a company or other legal entity, you represent that you have the legal authority to bind the entity to this Agreement, in which case “you” will mean the entity you represent.
|
| 10 |
+
|
| 11 |
+
If you don’t have the required age or authority to accept this Agreement, or if you don’t accept all the terms and conditions of this Agreement, do not download, install or use the SDK.
|
| 12 |
+
|
| 13 |
+
You agree to use the SDK only for purposes that are permitted by (a) this Agreement, and (b) any applicable law, regulation or generally accepted practices or guidelines in the relevant jurisdictions.
|
| 14 |
+
|
| 15 |
+
1. License.
|
| 16 |
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|
| 17 |
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1.1 Grant
|
| 18 |
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|
| 19 |
+
Subject to the terms of this Agreement, NVIDIA hereby grants you a non-exclusive, non-transferable license, without the right to sublicense (except as expressly provided in this Agreement) to:
|
| 20 |
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|
| 21 |
+
(i) Install and use the SDK,
|
| 22 |
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|
| 23 |
+
(ii) Modify and create derivative works of sample source code delivered in the SDK, and
|
| 24 |
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|
| 25 |
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(iii) Distribute those portions of the SDK that are identified in this Agreement as distributable, as incorporated in object code format into a software application that meets the distribution requirements indicated in this Agreement.
|
| 26 |
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|
| 27 |
+
1.2 Distribution Requirements
|
| 28 |
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|
| 29 |
+
These are the distribution requirements for you to exercise the distribution grant:
|
| 30 |
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|
| 31 |
+
(i) Your application must have material additional functionality, beyond the included portions of the SDK.
|
| 32 |
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|
| 33 |
+
(ii) The distributable portions of the SDK shall only be accessed by your application.
|
| 34 |
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|
| 35 |
+
(iii) The following notice shall be included in modifications and derivative works of sample source code distributed: “This software contains source code provided by NVIDIA Corporation.”
|
| 36 |
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|
| 37 |
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(iv) Unless a developer tool is identified in this Agreement as distributable, it is delivered for your internal use only.
|
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|
| 39 |
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(v) The terms under which you distribute your application must be consistent with the terms of this Agreement, including (without limitation) terms relating to the license grant and license restrictions and protection of NVIDIA’s intellectual property rights. Additionally, you agree that you will protect the privacy, security and legal rights of your application users.
|
| 40 |
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|
| 41 |
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(vi) You agree to notify NVIDIA in writing of any known or suspected distribution or use of the SDK not in compliance with the requirements of this Agreement, and to enforce the terms of your agreements with respect to distributed SDK.
|
| 42 |
+
|
| 43 |
+
1.3 Authorized Users
|
| 44 |
+
|
| 45 |
+
You may allow employees and contractors of your entity or of your subsidiary(ies) to access and use the SDK from your secure network to perform work on your behalf.
|
| 46 |
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|
| 47 |
+
If you are an academic institution you may allow users enrolled or employed by the academic institution to access and use the SDK from your secure network.
|
| 48 |
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|
| 49 |
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You are responsible for the compliance with the terms of this Agreement by your authorized users. If you become aware that your authorized users didn’t follow the terms of this Agreement, you agree to take reasonable steps to resolve the non-compliance and prevent new occurrences.
|
| 50 |
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|
| 51 |
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1.4 Pre-Release SDK
|
| 52 |
+
The SDK versions identified as alpha, beta, preview or otherwise as pre-release, may not be fully functional, may contain errors or design flaws, and may have reduced or different security, privacy, accessibility, availability, and reliability standards relative to commercial versions of NVIDIA software and materials. Use of a pre-release SDK may result in unexpected results, loss of data, project delays or other unpredictable damage or loss.
|
| 53 |
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You may use a pre-release SDK at your own risk, understanding that pre-release SDKs are not intended for use in production or business-critical systems.
|
| 54 |
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NVIDIA may choose not to make available a commercial version of any pre-release SDK. NVIDIA may also choose to abandon development and terminate the availability of a pre-release SDK at any time without liability.
|
| 55 |
+
1.5 Updates
|
| 56 |
+
|
| 57 |
+
NVIDIA may, at its option, make available patches, workarounds or other updates to this SDK. Unless the updates are provided with their separate governing terms, they are deemed part of the SDK licensed to you as provided in this Agreement.
|
| 58 |
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|
| 59 |
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You agree that the form and content of the SDK that NVIDIA provides may change without prior notice to you. While NVIDIA generally maintains compatibility between versions, NVIDIA may in some cases make changes that introduce incompatibilities in future versions of the SDK.
|
| 60 |
+
|
| 61 |
+
1.6 Third Party Licenses
|
| 62 |
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|
| 63 |
+
The SDK may come bundled with, or otherwise include or be distributed with, third party software licensed by a NVIDIA supplier and/or open source software provided under an open source license. Use of third party software is subject to the third-party license terms, or in the absence of third party terms, the terms of this Agreement. Copyright to third party software is held by the copyright holders indicated in the third-party software or license.
|
| 64 |
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|
| 65 |
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1.7 Reservation of Rights
|
| 66 |
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|
| 67 |
+
NVIDIA reserves all rights, title and interest in and to the SDK not expressly granted to you under this Agreement.
|
| 68 |
+
|
| 69 |
+
2. Limitations.
|
| 70 |
+
|
| 71 |
+
The following license limitations apply to your use of the SDK:
|
| 72 |
+
|
| 73 |
+
2.1 You may not reverse engineer, decompile or disassemble, or remove copyright or other proprietary notices from any portion of the SDK or copies of the SDK.
|
| 74 |
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|
| 75 |
+
2.2 Except as expressly provided in this Agreement, you may not copy, sell, rent, sublicense, transfer, distribute, modify, or create derivative works of any portion of the SDK.
|
| 76 |
+
|
| 77 |
+
2.3 Unless you have an agreement with NVIDIA for this purpose, you may not indicate that an application created with the SDK is sponsored or endorsed by NVIDIA.
|
| 78 |
+
|
| 79 |
+
2.4 You may not bypass, disable, or circumvent any encryption, security, digital rights management or authentication mechanism in the SDK.
|
| 80 |
+
|
| 81 |
+
2.5 You may not use the SDK in any manner that would cause it to become subject to an open source software license. As examples, licenses that require as a condition of use, modification, and/or distribution that the SDK be (i) disclosed or distributed in source code form; (ii) licensed for the purpose of making derivative works; or (iii) redistributable at no charge.
|
| 82 |
+
|
| 83 |
+
2.6 Unless you have an agreement with NVIDIA for this purpose, you may not use the SDK with any system or application where the use or failure of the system or application can reasonably be expected to threaten or result in personal injury, death, or catastrophic loss. Examples include use in avionics, navigation, military, medical, life support or other life critical applications. NVIDIA does not design, test or manufacture the SDK for these critical uses and NVIDIA shall not be liable to you or any third party, in whole or in part, for any claims or damages arising from such uses.
|
| 84 |
+
|
| 85 |
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2.7 You agree to defend, indemnify and hold harmless NVIDIA and its affiliates, and their respective employees, contractors, agents, officers and directors, from and against any and all claims, damages, obligations, losses, liabilities, costs or debt, fines, restitutions and expenses (including but not limited to attorney’s fees and costs incident to establishing the right of indemnification) arising out of or related to your use of the SDK outside of the scope of this Agreement, or not in compliance with its terms.
|
| 86 |
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|
| 87 |
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3. Ownership.
|
| 88 |
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|
| 89 |
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3.1 NVIDIA or its licensors hold all rights, title and interest in and to the SDK and its modifications and derivative works, including their respective intellectual property rights, subject to your rights under Section 3.2. This SDK may include software and materials from NVIDIA’s licensors, and these licensors are intended third party beneficiaries that may enforce this Agreement with respect to their intellectual property rights.
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| 90 |
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| 91 |
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3.2 You hold all rights, title and interest in and to your applications and your derivative works of the sample source code delivered in the SDK, including their respective intellectual property rights, subject to NVIDIA’s rights under section 3.1.
|
| 92 |
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| 93 |
+
3.3 You may, but don’t have to, provide to NVIDIA suggestions, feature requests or other feedback regarding the SDK, including possible enhancements or modifications to the SDK. For any feedback that you voluntarily provide, you hereby grant NVIDIA and its affiliates a perpetual, non-exclusive, worldwide, irrevocable license to use, reproduce, modify, license, sublicense (through multiple tiers of sublicensees), and distribute (through multiple tiers of distributors) it without the payment of any royalties or fees to you. NVIDIA will use feedback at its choice. NVIDIA is constantly looking for ways to improve its products, so you may send feedback to NVIDIA through the developer portal at https://developer.nvidia.com.
|
| 94 |
+
|
| 95 |
+
4. No Warranties.
|
| 96 |
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|
| 97 |
+
THE SDK IS PROVIDED BY NVIDIA “AS IS” AND “WITH ALL FAULTS.” TO THE MAXIMUM EXTENT PERMITTED BY LAW, NVIDIA AND ITS AFFILIATES EXPRESSLY DISCLAIM ALL WARRANTIES OF ANY KIND OR NATURE, WHETHER EXPRESS, IMPLIED OR STATUTORY, INCLUDING, BUT NOT LIMITED TO, ANY WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, TITLE, NON-INFRINGEMENT, OR THE ABSENCE OF ANY DEFECTS THEREIN, WHETHER LATENT OR PATENT. NO WARRANTY IS MADE ON THE BASIS OF TRADE USAGE, COURSE OF DEALING OR COURSE OF TRADE.
|
| 98 |
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| 99 |
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5. Limitations of Liability.
|
| 100 |
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|
| 101 |
+
TO THE MAXIMUM EXTENT PERMITTED BY LAW, NVIDIA AND ITS AFFILIATES SHALL NOT BE LIABLE FOR ANY SPECIAL, INCIDENTAL, PUNITIVE OR CONSEQUENTIAL DAMAGES, OR ANY LOST PROFITS, LOSS OF USE, LOSS OF DATA OR LOSS OF GOODWILL, OR THE COSTS OF PROCURING SUBSTITUTE PRODUCTS, ARISING OUT OF OR IN CONNECTION WITH THIS AGREEMENT OR THE USE OR PERFORMANCE OF THE SDK, WHETHER SUCH LIABILITY ARISES FROM ANY CLAIM BASED UPON BREACH OF CONTRACT, BREACH OF WARRANTY, TORT (INCLUDING NEGLIGENCE), PRODUCT LIABILITY OR ANY OTHER CAUSE OF ACTION OR THEORY OF LIABILITY. IN NO EVENT WILL NVIDIA’S AND ITS AFFILIATES TOTAL CUMULATIVE LIABILITY UNDER OR ARISING OUT OF THIS AGREEMENT EXCEED US$10.00. THE NATURE OF THE LIABILITY OR THE NUMBER OF CLAIMS OR SUITS SHALL NOT ENLARGE OR EXTEND THIS LIMIT.
|
| 102 |
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|
| 103 |
+
These exclusions and limitations of liability shall apply regardless if NVIDIA or its affiliates have been advised of the possibility of such damages, and regardless of whether a remedy fails its essential purpose. These exclusions and limitations of liability form an essential basis of the bargain between the parties, and, absent any of these exclusions or limitations of liability, the provisions of this Agreement, including, without limitation, the economic terms, would be substantially different.
|
| 104 |
+
|
| 105 |
+
6. Termination.
|
| 106 |
+
|
| 107 |
+
6.1 This Agreement will continue to apply until terminated by either you or NVIDIA as described below.
|
| 108 |
+
|
| 109 |
+
6.2 If you want to terminate this Agreement, you may do so by stopping to use the SDK.
|
| 110 |
+
|
| 111 |
+
6.3 NVIDIA may, at any time, terminate this Agreement if: (i) you fail to comply with any term of this Agreement and the non-compliance is not fixed within thirty (30) days following notice from NVIDIA (or immediately if you violate NVIDIA’s intellectual property rights); (ii) you commence or participate in any legal proceeding against NVIDIA with respect to the SDK; or (iii) NVIDIA decides to no longer provide the SDK in a country or, in NVIDIA’s sole discretion, the continued use of it is no longer commercially viable.
|
| 112 |
+
|
| 113 |
+
6.4 Upon any termination of this Agreement, you agree to promptly discontinue use of the SDK and destroy all copies in your possession or control. Your prior distributions in accordance with this Agreement are not affected by the termination of this Agreement. Upon written request, you will certify in writing that you have complied with your commitments under this section. Upon any termination of this Agreement all provisions survive except for the licenses granted to you.
|
| 114 |
+
|
| 115 |
+
7. General.
|
| 116 |
+
|
| 117 |
+
If you wish to assign this Agreement or your rights and obligations, including by merger, consolidation, dissolution or operation of law, contact NVIDIA to ask for permission. Any attempted assignment not approved by NVIDIA in writing shall be void and of no effect. NVIDIA may assign, delegate or transfer this Agreement and its rights and obligations, and if to a non-affiliate you will be notified.
|
| 118 |
+
|
| 119 |
+
You agree to cooperate with NVIDIA and provide reasonably requested information to verify your compliance with this Agreement.
|
| 120 |
+
|
| 121 |
+
This Agreement will be governed in all respects by the laws of the United States and of the State of Delaware as those laws are applied to contracts entered into and performed entirely within Delaware by Delaware residents, without regard to the conflicts of laws principles. The United Nations Convention on Contracts for the International Sale of Goods is specifically disclaimed. You agree to all terms of this Agreement in the English language.
|
| 122 |
+
|
| 123 |
+
The state or federal courts residing in Santa Clara County, California shall have exclusive jurisdiction over any dispute or claim arising out of this Agreement. Notwithstanding this, you agree that NVIDIA shall still be allowed to apply for injunctive remedies or an equivalent type of urgent legal relief in any jurisdiction.
|
| 124 |
+
|
| 125 |
+
If any court of competent jurisdiction determines that any provision of this Agreement is illegal, invalid or unenforceable, such provision will be construed as limited to the extent necessary to be consistent with and fully enforceable under the law and the remaining provisions will remain in full force and effect. Unless otherwise specified, remedies are cumulative.
|
| 126 |
+
|
| 127 |
+
Each party acknowledges and agrees that the other is an independent contractor in the performance of this Agreement.
|
| 128 |
+
|
| 129 |
+
The SDK has been developed entirely at private expense and is “commercial items” consisting of “commercial computer software” and “commercial computer software documentation” provided with RESTRICTED RIGHTS. Use, duplication or disclosure by the U.S. Government or a U.S. Government subcontractor is subject to the restrictions in this Agreement pursuant to DFARS 227.7202-3(a) or as set forth in subparagraphs (b)(1) and (2) of the Commercial Computer Software - Restricted Rights clause at FAR 52.227-19, as applicable. Contractor/manufacturer is NVIDIA, 2788 San Tomas Expressway, Santa Clara, CA 95051.
|
| 130 |
+
|
| 131 |
+
The SDK is subject to United States export laws and regulations. You agree that you will not ship, transfer or export the SDK into any country, or use the SDK in any manner, prohibited by the United States Bureau of Industry and Security or economic sanctions regulations administered by the U.S. Department of Treasury’s Office of Foreign Assets Control (OFAC), or any applicable export laws, restrictions or regulations. These laws include restrictions on destinations, end users and end use. By accepting this Agreement, you confirm that you are not a resident or citizen of any country currently embargoed by the U.S. and that you are not otherwise prohibited from receiving the SDK.
|
| 132 |
+
|
| 133 |
+
Any notice delivered by NVIDIA to you under this Agreement will be delivered via mail, email or fax. You agree that any notices that NVIDIA sends you electronically will satisfy any legal communication requirements. Please direct your legal notices or other correspondence to NVIDIA Corporation, 2788 San Tomas Expressway, Santa Clara, California 95051, United States of America, Attention: Legal Department.
|
| 134 |
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|
| 135 |
+
This Agreement and any exhibits incorporated into this Agreement constitute the entire agreement of the parties with respect to the subject matter of this Agreement and supersede all prior negotiations or documentation exchanged between the parties relating to this SDK license. Any additional and/or conflicting terms on documents issued by you are null, void, and invalid. Any amendment or waiver under this Agreement shall be in writing and signed by representatives of both parties.
|
| 136 |
+
|
| 137 |
+
(v. January 28, 2020)
|
| 138 |
+
|
| 139 |
+
|
| 140 |
+
cuDNN SUPPLEMENT TO SOFTWARE LICENSE AGREEMENT FOR NVIDIA SOFTWARE DEVELOPMENT KITS
|
| 141 |
+
|
| 142 |
+
The terms in this supplement govern your use of the NVIDIA cuDNN SDK under the terms of your license agreement (“Agreement”) as modified by this supplement. Capitalized terms used but not defined below have the meaning assigned to them in the Agreement.
|
| 143 |
+
|
| 144 |
+
This supplement is an exhibit to the Agreement and is incorporated as an integral part of the Agreement. In the event of conflict between the terms in this supplement and the terms in the Agreement, the terms in this supplement govern.
|
| 145 |
+
|
| 146 |
+
4.1 License Scope. The SDK is licensed for you to develop applications only for use in systems with NVIDIA GPUs.
|
| 147 |
+
|
| 148 |
+
2. Distribution. The following portions of the SDK are distributable under the Agreement: the runtime files .so and .h, cudnn64_7.dll, and cudnn.lib.
|
| 149 |
+
|
| 150 |
+
In addition to the rights above, for parties that are developing software intended solely for use on Jetson development kits or Jetson modules and running Linux for Tegra software the following shall apply: the SDK may be distributed in its entirety, as provided by NVIDIA and without separation of its components, for you and/or your licensees to create software development kits for use only on the Jetson platform and running Linux for Tegra software.
|
| 151 |
+
|
| 152 |
+
3. Licensing. If the distribution terms in this Agreement are not suitable for your organization, or for any questions regarding this Agreement, please contact NVIDIA at nvidia-compute-license-questions@nvidia.com.
|
| 153 |
+
(v. January 28, 2020)
|
| 154 |
+
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/nvidia_cudnn_cu12-9.10.2.21.dist-info/top_level.txt
ADDED
|
@@ -0,0 +1 @@
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|
| 1 |
+
nvidia
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/optuna-4.5.0.dist-info/INSTALLER
ADDED
|
@@ -0,0 +1 @@
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|
| 1 |
+
uv
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/optuna-4.5.0.dist-info/METADATA
ADDED
|
@@ -0,0 +1,393 @@
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|
| 1 |
+
Metadata-Version: 2.4
|
| 2 |
+
Name: optuna
|
| 3 |
+
Version: 4.5.0
|
| 4 |
+
Summary: A hyperparameter optimization framework
|
| 5 |
+
Author: Takuya Akiba
|
| 6 |
+
Project-URL: homepage, https://optuna.org/
|
| 7 |
+
Project-URL: repository, https://github.com/optuna/optuna
|
| 8 |
+
Project-URL: documentation, https://optuna.readthedocs.io
|
| 9 |
+
Project-URL: bugtracker, https://github.com/optuna/optuna/issues
|
| 10 |
+
Classifier: Development Status :: 5 - Production/Stable
|
| 11 |
+
Classifier: Intended Audience :: Science/Research
|
| 12 |
+
Classifier: Intended Audience :: Developers
|
| 13 |
+
Classifier: License :: OSI Approved :: MIT License
|
| 14 |
+
Classifier: Programming Language :: Python :: 3
|
| 15 |
+
Classifier: Programming Language :: Python :: 3.8
|
| 16 |
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Classifier: Programming Language :: Python :: 3.9
|
| 17 |
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Classifier: Programming Language :: Python :: 3.10
|
| 18 |
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Classifier: Programming Language :: Python :: 3.11
|
| 19 |
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Classifier: Programming Language :: Python :: 3.12
|
| 20 |
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Classifier: Programming Language :: Python :: 3.13
|
| 21 |
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Classifier: Programming Language :: Python :: 3 :: Only
|
| 22 |
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Classifier: Topic :: Scientific/Engineering
|
| 23 |
+
Classifier: Topic :: Scientific/Engineering :: Mathematics
|
| 24 |
+
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
|
| 25 |
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Classifier: Topic :: Software Development
|
| 26 |
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Classifier: Topic :: Software Development :: Libraries
|
| 27 |
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Classifier: Topic :: Software Development :: Libraries :: Python Modules
|
| 28 |
+
Requires-Python: >=3.8
|
| 29 |
+
Description-Content-Type: text/markdown
|
| 30 |
+
License-File: LICENSE
|
| 31 |
+
License-File: LICENSE_THIRD_PARTY
|
| 32 |
+
Requires-Dist: alembic>=1.5.0
|
| 33 |
+
Requires-Dist: colorlog
|
| 34 |
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Requires-Dist: numpy
|
| 35 |
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Requires-Dist: packaging>=20.0
|
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|
| 37 |
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Requires-Dist: tqdm
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Requires-Dist: PyYAML
|
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Provides-Extra: benchmark
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Requires-Dist: asv>=0.5.0; extra == "benchmark"
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Provides-Extra: checking
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Requires-Dist: pillow; extra == "document"
|
| 65 |
+
Requires-Dist: plotly>=4.9.0; extra == "document"
|
| 66 |
+
Requires-Dist: scikit-learn; extra == "document"
|
| 67 |
+
Requires-Dist: sphinx; extra == "document"
|
| 68 |
+
Requires-Dist: sphinx-copybutton; extra == "document"
|
| 69 |
+
Requires-Dist: sphinx-gallery; extra == "document"
|
| 70 |
+
Requires-Dist: sphinx-notfound-page; extra == "document"
|
| 71 |
+
Requires-Dist: sphinx_rtd_theme>=1.2.0; extra == "document"
|
| 72 |
+
Requires-Dist: torch; extra == "document"
|
| 73 |
+
Requires-Dist: torchvision; extra == "document"
|
| 74 |
+
Provides-Extra: optional
|
| 75 |
+
Requires-Dist: boto3; extra == "optional"
|
| 76 |
+
Requires-Dist: cmaes>=0.12.0; extra == "optional"
|
| 77 |
+
Requires-Dist: google-cloud-storage; extra == "optional"
|
| 78 |
+
Requires-Dist: matplotlib!=3.6.0; extra == "optional"
|
| 79 |
+
Requires-Dist: pandas; extra == "optional"
|
| 80 |
+
Requires-Dist: plotly>=4.9.0; extra == "optional"
|
| 81 |
+
Requires-Dist: redis; extra == "optional"
|
| 82 |
+
Requires-Dist: scikit-learn>=0.24.2; extra == "optional"
|
| 83 |
+
Requires-Dist: scipy; extra == "optional"
|
| 84 |
+
Requires-Dist: torch; extra == "optional"
|
| 85 |
+
Requires-Dist: grpcio; extra == "optional"
|
| 86 |
+
Requires-Dist: protobuf>=5.28.1; extra == "optional"
|
| 87 |
+
Provides-Extra: test
|
| 88 |
+
Requires-Dist: coverage; extra == "test"
|
| 89 |
+
Requires-Dist: fakeredis[lua]; extra == "test"
|
| 90 |
+
Requires-Dist: kaleido<0.4; extra == "test"
|
| 91 |
+
Requires-Dist: moto; extra == "test"
|
| 92 |
+
Requires-Dist: pytest; extra == "test"
|
| 93 |
+
Requires-Dist: pytest-xdist; extra == "test"
|
| 94 |
+
Requires-Dist: scipy>=1.9.2; extra == "test"
|
| 95 |
+
Requires-Dist: torch; extra == "test"
|
| 96 |
+
Requires-Dist: grpcio; extra == "test"
|
| 97 |
+
Requires-Dist: protobuf>=5.28.1; extra == "test"
|
| 98 |
+
Dynamic: license-file
|
| 99 |
+
|
| 100 |
+
<div align="center"><img src="https://raw.githubusercontent.com/optuna/optuna/master/docs/image/optuna-logo.png" width="800"/></div>
|
| 101 |
+
|
| 102 |
+
# Optuna: A hyperparameter optimization framework
|
| 103 |
+
|
| 104 |
+
[](https://www.python.org)
|
| 105 |
+
[](https://pypi.python.org/pypi/optuna)
|
| 106 |
+
[](https://anaconda.org/conda-forge/optuna)
|
| 107 |
+
[](https://github.com/optuna/optuna)
|
| 108 |
+
[](https://optuna.readthedocs.io/en/stable/)
|
| 109 |
+
[](https://codecov.io/gh/optuna/optuna)
|
| 110 |
+
|
| 111 |
+
:link: [**Website**](https://optuna.org/)
|
| 112 |
+
| :page_with_curl: [**Docs**](https://optuna.readthedocs.io/en/stable/)
|
| 113 |
+
| :gear: [**Install Guide**](https://optuna.readthedocs.io/en/stable/installation.html)
|
| 114 |
+
| :pencil: [**Tutorial**](https://optuna.readthedocs.io/en/stable/tutorial/index.html)
|
| 115 |
+
| :bulb: [**Examples**](https://github.com/optuna/optuna-examples)
|
| 116 |
+
| [**Twitter**](https://twitter.com/OptunaAutoML)
|
| 117 |
+
| [**LinkedIn**](https://www.linkedin.com/showcase/optuna/)
|
| 118 |
+
| [**Medium**](https://medium.com/optuna)
|
| 119 |
+
|
| 120 |
+
*Optuna* is an automatic hyperparameter optimization software framework, particularly designed
|
| 121 |
+
for machine learning. It features an imperative, *define-by-run* style user API. Thanks to our
|
| 122 |
+
*define-by-run* API, the code written with Optuna enjoys high modularity, and the user of
|
| 123 |
+
Optuna can dynamically construct the search spaces for the hyperparameters.
|
| 124 |
+
|
| 125 |
+
## :loudspeaker: News
|
| 126 |
+
Help us create the next version of Optuna!
|
| 127 |
+
|
| 128 |
+
Optuna 5.0 Roadmap published for review. Please take a look at [the planned improvements to Optuna](https://medium.com/optuna/optuna-v5-roadmap-ac7d6935a878), and share your feedback in [the github issues](https://github.com/optuna/optuna/labels/v5). PR contributions also welcome!
|
| 129 |
+
|
| 130 |
+
Please take a few minutes to fill in [this survey](https://forms.gle/wVwLCQ9g6st6AXuq9), and let us know how you use Optuna now and what improvements you'd like.🤔
|
| 131 |
+
All questions are optional. 🙇♂️
|
| 132 |
+
|
| 133 |
+
<!-- TODO: when you add a new line, please delete the oldest line -->
|
| 134 |
+
* **Jun 16, 2025**: Optuna 4.4.0 has been released! Check out [the release blog](https://medium.com/optuna/announcing-optuna-4-4-ece661493126).
|
| 135 |
+
* **May 26, 2025**: Optuna 5.0 roadmap has been published! See [the blog](https://medium.com/optuna/optuna-v5-roadmap-ac7d6935a878) for more details.
|
| 136 |
+
* **Apr 14, 2025**: Optuna 4.3.0 is out! Check out [the release note](https://github.com/optuna/optuna/releases/tag/v4.3.0) for details.
|
| 137 |
+
* **Mar 24, 2025**: A new article [Distributed Optimization in Optuna and gRPC Storage Proxy](https://medium.com/optuna/distributed-optimization-in-optuna-and-grpc-storage-proxy-08db83f1d608) has been published.
|
| 138 |
+
* **Mar 11, 2025**: A new article [[Optuna v4.2] Gaussian Process-Based Sampler Can Now Handle Inequality Constraints](https://medium.com/optuna/optuna-v4-2-gaussian-process-based-sampler-can-now-handle-inequality-constraints-a4f68e8ee810) has been published.
|
| 139 |
+
* **Feb 17, 2025**: A new article [SMAC3 Registered on OptunaHub](https://medium.com/optuna/smac3-registered-on-optunahub-4fb9e90855cb) has been published.
|
| 140 |
+
|
| 141 |
+
## :fire: Key Features
|
| 142 |
+
|
| 143 |
+
Optuna has modern functionalities as follows:
|
| 144 |
+
|
| 145 |
+
- [Lightweight, versatile, and platform agnostic architecture](https://optuna.readthedocs.io/en/stable/tutorial/10_key_features/001_first.html)
|
| 146 |
+
- Handle a wide variety of tasks with a simple installation that has few requirements.
|
| 147 |
+
- [Pythonic search spaces](https://optuna.readthedocs.io/en/stable/tutorial/10_key_features/002_configurations.html)
|
| 148 |
+
- Define search spaces using familiar Python syntax including conditionals and loops.
|
| 149 |
+
- [Efficient optimization algorithms](https://optuna.readthedocs.io/en/stable/tutorial/10_key_features/003_efficient_optimization_algorithms.html)
|
| 150 |
+
- Adopt state-of-the-art algorithms for sampling hyperparameters and efficiently pruning unpromising trials.
|
| 151 |
+
- [Easy parallelization](https://optuna.readthedocs.io/en/stable/tutorial/10_key_features/004_distributed.html)
|
| 152 |
+
- Scale studies to tens or hundreds of workers with little or no changes to the code.
|
| 153 |
+
- [Quick visualization](https://optuna.readthedocs.io/en/stable/tutorial/10_key_features/005_visualization.html)
|
| 154 |
+
- Inspect optimization histories from a variety of plotting functions.
|
| 155 |
+
|
| 156 |
+
|
| 157 |
+
## Basic Concepts
|
| 158 |
+
|
| 159 |
+
We use the terms *study* and *trial* as follows:
|
| 160 |
+
|
| 161 |
+
- Study: optimization based on an objective function
|
| 162 |
+
- Trial: a single execution of the objective function
|
| 163 |
+
|
| 164 |
+
Please refer to the sample code below. The goal of a *study* is to find out the optimal set of
|
| 165 |
+
hyperparameter values (e.g., `regressor` and `svr_c`) through multiple *trials* (e.g.,
|
| 166 |
+
`n_trials=100`). Optuna is a framework designed for automation and acceleration of
|
| 167 |
+
optimization *studies*.
|
| 168 |
+
|
| 169 |
+
<details open>
|
| 170 |
+
<summary>Sample code with scikit-learn</summary>
|
| 171 |
+
|
| 172 |
+
[](http://colab.research.google.com/github/optuna/optuna-examples/blob/main/quickstart.ipynb)
|
| 173 |
+
|
| 174 |
+
```python
|
| 175 |
+
import optuna
|
| 176 |
+
import sklearn
|
| 177 |
+
|
| 178 |
+
|
| 179 |
+
# Define an objective function to be minimized.
|
| 180 |
+
def objective(trial):
|
| 181 |
+
|
| 182 |
+
# Invoke suggest methods of a Trial object to generate hyperparameters.
|
| 183 |
+
regressor_name = trial.suggest_categorical("regressor", ["SVR", "RandomForest"])
|
| 184 |
+
if regressor_name == "SVR":
|
| 185 |
+
svr_c = trial.suggest_float("svr_c", 1e-10, 1e10, log=True)
|
| 186 |
+
regressor_obj = sklearn.svm.SVR(C=svr_c)
|
| 187 |
+
else:
|
| 188 |
+
rf_max_depth = trial.suggest_int("rf_max_depth", 2, 32)
|
| 189 |
+
regressor_obj = sklearn.ensemble.RandomForestRegressor(max_depth=rf_max_depth)
|
| 190 |
+
|
| 191 |
+
X, y = sklearn.datasets.fetch_california_housing(return_X_y=True)
|
| 192 |
+
X_train, X_val, y_train, y_val = sklearn.model_selection.train_test_split(X, y, random_state=0)
|
| 193 |
+
|
| 194 |
+
regressor_obj.fit(X_train, y_train)
|
| 195 |
+
y_pred = regressor_obj.predict(X_val)
|
| 196 |
+
|
| 197 |
+
error = sklearn.metrics.mean_squared_error(y_val, y_pred)
|
| 198 |
+
|
| 199 |
+
return error # An objective value linked with the Trial object.
|
| 200 |
+
|
| 201 |
+
|
| 202 |
+
study = optuna.create_study() # Create a new study.
|
| 203 |
+
study.optimize(objective, n_trials=100) # Invoke optimization of the objective function.
|
| 204 |
+
```
|
| 205 |
+
</details>
|
| 206 |
+
|
| 207 |
+
> [!NOTE]
|
| 208 |
+
> More examples can be found in [optuna/optuna-examples](https://github.com/optuna/optuna-examples).
|
| 209 |
+
>
|
| 210 |
+
> The examples cover diverse problem setups such as multi-objective optimization, constrained optimization, pruning, and distributed optimization.
|
| 211 |
+
|
| 212 |
+
## Installation
|
| 213 |
+
|
| 214 |
+
Optuna is available at [the Python Package Index](https://pypi.org/project/optuna/) and on [Anaconda Cloud](https://anaconda.org/conda-forge/optuna).
|
| 215 |
+
|
| 216 |
+
```bash
|
| 217 |
+
# PyPI
|
| 218 |
+
$ pip install optuna
|
| 219 |
+
```
|
| 220 |
+
|
| 221 |
+
```bash
|
| 222 |
+
# Anaconda Cloud
|
| 223 |
+
$ conda install -c conda-forge optuna
|
| 224 |
+
```
|
| 225 |
+
|
| 226 |
+
> [!IMPORTANT]
|
| 227 |
+
> Optuna supports Python 3.8 or newer.
|
| 228 |
+
>
|
| 229 |
+
> Also, we provide Optuna docker images on [DockerHub](https://hub.docker.com/r/optuna/optuna).
|
| 230 |
+
|
| 231 |
+
## Integrations
|
| 232 |
+
|
| 233 |
+
Optuna has integration features with various third-party libraries. Integrations can be found in [optuna/optuna-integration](https://github.com/optuna/optuna-integration) and the document is available [here](https://optuna-integration.readthedocs.io/en/stable/index.html).
|
| 234 |
+
|
| 235 |
+
<details>
|
| 236 |
+
<summary>Supported integration libraries</summary>
|
| 237 |
+
|
| 238 |
+
* [Catboost](https://github.com/optuna/optuna-examples/tree/main/catboost/catboost_pruning.py)
|
| 239 |
+
* [Dask](https://github.com/optuna/optuna-examples/tree/main/dask/dask_simple.py)
|
| 240 |
+
* [fastai](https://github.com/optuna/optuna-examples/tree/main/fastai/fastai_simple.py)
|
| 241 |
+
* [Keras](https://github.com/optuna/optuna-examples/tree/main/keras/keras_integration.py)
|
| 242 |
+
* [LightGBM](https://github.com/optuna/optuna-examples/tree/main/lightgbm/lightgbm_integration.py)
|
| 243 |
+
* [MLflow](https://github.com/optuna/optuna-examples/tree/main/mlflow/keras_mlflow.py)
|
| 244 |
+
* [PyTorch](https://github.com/optuna/optuna-examples/tree/main/pytorch/pytorch_simple.py)
|
| 245 |
+
* [PyTorch Ignite](https://github.com/optuna/optuna-examples/tree/main/pytorch/pytorch_ignite_simple.py)
|
| 246 |
+
* [PyTorch Lightning](https://github.com/optuna/optuna-examples/tree/main/pytorch/pytorch_lightning_simple.py)
|
| 247 |
+
* [TensorBoard](https://github.com/optuna/optuna-examples/tree/main/tensorboard/tensorboard_simple.py)
|
| 248 |
+
* [TensorFlow](https://github.com/optuna/optuna-examples/tree/main/tensorflow/tensorflow_estimator_integration.py)
|
| 249 |
+
* [tf.keras](https://github.com/optuna/optuna-examples/tree/main/tfkeras/tfkeras_integration.py)
|
| 250 |
+
* [Weights & Biases](https://github.com/optuna/optuna-examples/tree/main/wandb/wandb_integration.py)
|
| 251 |
+
* [XGBoost](https://github.com/optuna/optuna-examples/tree/main/xgboost/xgboost_integration.py)
|
| 252 |
+
</details>
|
| 253 |
+
|
| 254 |
+
## Web Dashboard
|
| 255 |
+
|
| 256 |
+
[Optuna Dashboard](https://github.com/optuna/optuna-dashboard) is a real-time web dashboard for Optuna.
|
| 257 |
+
You can check the optimization history, hyperparameter importance, etc. in graphs and tables.
|
| 258 |
+
You don't need to create a Python script to call [Optuna's visualization](https://optuna.readthedocs.io/en/stable/reference/visualization/index.html) functions.
|
| 259 |
+
Feature requests and bug reports are welcome!
|
| 260 |
+
|
| 261 |
+

|
| 262 |
+
|
| 263 |
+
`optuna-dashboard` can be installed via pip:
|
| 264 |
+
|
| 265 |
+
```shell
|
| 266 |
+
$ pip install optuna-dashboard
|
| 267 |
+
```
|
| 268 |
+
|
| 269 |
+
> [!TIP]
|
| 270 |
+
> Please check out the convenience of Optuna Dashboard using the sample code below.
|
| 271 |
+
|
| 272 |
+
<details>
|
| 273 |
+
<summary>Sample code to launch Optuna Dashboard</summary>
|
| 274 |
+
|
| 275 |
+
Save the following code as `optimize_toy.py`.
|
| 276 |
+
|
| 277 |
+
```python
|
| 278 |
+
import optuna
|
| 279 |
+
|
| 280 |
+
|
| 281 |
+
def objective(trial):
|
| 282 |
+
x1 = trial.suggest_float("x1", -100, 100)
|
| 283 |
+
x2 = trial.suggest_float("x2", -100, 100)
|
| 284 |
+
return x1**2 + 0.01 * x2**2
|
| 285 |
+
|
| 286 |
+
|
| 287 |
+
study = optuna.create_study(storage="sqlite:///db.sqlite3") # Create a new study with database.
|
| 288 |
+
study.optimize(objective, n_trials=100)
|
| 289 |
+
```
|
| 290 |
+
|
| 291 |
+
Then try the commands below:
|
| 292 |
+
|
| 293 |
+
```shell
|
| 294 |
+
# Run the study specified above
|
| 295 |
+
$ python optimize_toy.py
|
| 296 |
+
|
| 297 |
+
# Launch the dashboard based on the storage `sqlite:///db.sqlite3`
|
| 298 |
+
$ optuna-dashboard sqlite:///db.sqlite3
|
| 299 |
+
...
|
| 300 |
+
Listening on http://localhost:8080/
|
| 301 |
+
Hit Ctrl-C to quit.
|
| 302 |
+
```
|
| 303 |
+
|
| 304 |
+
</details>
|
| 305 |
+
|
| 306 |
+
|
| 307 |
+
## OptunaHub
|
| 308 |
+
|
| 309 |
+
[OptunaHub](https://hub.optuna.org/) is a feature-sharing platform for Optuna.
|
| 310 |
+
You can use the registered features and publish your packages.
|
| 311 |
+
|
| 312 |
+
### Use registered features
|
| 313 |
+
|
| 314 |
+
`optunahub` can be installed via pip:
|
| 315 |
+
|
| 316 |
+
```shell
|
| 317 |
+
$ pip install optunahub
|
| 318 |
+
# Install AutoSampler dependencies (CPU only is sufficient for PyTorch)
|
| 319 |
+
$ pip install cmaes scipy torch --extra-index-url https://download.pytorch.org/whl/cpu
|
| 320 |
+
```
|
| 321 |
+
|
| 322 |
+
You can load registered module with `optunahub.load_module`.
|
| 323 |
+
|
| 324 |
+
```python
|
| 325 |
+
import optuna
|
| 326 |
+
import optunahub
|
| 327 |
+
|
| 328 |
+
|
| 329 |
+
def objective(trial: optuna.Trial) -> float:
|
| 330 |
+
x = trial.suggest_float("x", -5, 5)
|
| 331 |
+
y = trial.suggest_float("y", -5, 5)
|
| 332 |
+
return x**2 + y**2
|
| 333 |
+
|
| 334 |
+
|
| 335 |
+
module = optunahub.load_module(package="samplers/auto_sampler")
|
| 336 |
+
study = optuna.create_study(sampler=module.AutoSampler())
|
| 337 |
+
study.optimize(objective, n_trials=10)
|
| 338 |
+
|
| 339 |
+
print(study.best_trial.value, study.best_trial.params)
|
| 340 |
+
```
|
| 341 |
+
|
| 342 |
+
For more details, please refer to [the optunahub documentation](https://optuna.github.io/optunahub/).
|
| 343 |
+
|
| 344 |
+
### Publish your packages
|
| 345 |
+
|
| 346 |
+
You can publish your package via [optunahub-registry](https://github.com/optuna/optunahub-registry).
|
| 347 |
+
See the [Tutorials for Contributors](https://optuna.github.io/optunahub/tutorials_for_contributors.html) in OptunaHub.
|
| 348 |
+
|
| 349 |
+
|
| 350 |
+
## Communication
|
| 351 |
+
|
| 352 |
+
- [GitHub Discussions] for questions.
|
| 353 |
+
- [GitHub Issues] for bug reports and feature requests.
|
| 354 |
+
|
| 355 |
+
[GitHub Discussions]: https://github.com/optuna/optuna/discussions
|
| 356 |
+
[GitHub issues]: https://github.com/optuna/optuna/issues
|
| 357 |
+
|
| 358 |
+
|
| 359 |
+
## Contribution
|
| 360 |
+
|
| 361 |
+
Any contributions to Optuna are more than welcome!
|
| 362 |
+
|
| 363 |
+
If you are new to Optuna, please check the [good first issues](https://github.com/optuna/optuna/labels/good%20first%20issue). They are relatively simple, well-defined, and often good starting points for you to get familiar with the contribution workflow and other developers.
|
| 364 |
+
|
| 365 |
+
If you already have contributed to Optuna, we recommend the other [contribution-welcome issues](https://github.com/optuna/optuna/labels/contribution-welcome).
|
| 366 |
+
|
| 367 |
+
For general guidelines on how to contribute to the project, take a look at [CONTRIBUTING.md](./CONTRIBUTING.md).
|
| 368 |
+
|
| 369 |
+
|
| 370 |
+
## Reference
|
| 371 |
+
|
| 372 |
+
If you use Optuna in one of your research projects, please cite [our KDD paper](https://doi.org/10.1145/3292500.3330701) "Optuna: A Next-generation Hyperparameter Optimization Framework":
|
| 373 |
+
|
| 374 |
+
<details open>
|
| 375 |
+
<summary>BibTeX</summary>
|
| 376 |
+
|
| 377 |
+
```bibtex
|
| 378 |
+
@inproceedings{akiba2019optuna,
|
| 379 |
+
title={{O}ptuna: A Next-Generation Hyperparameter Optimization Framework},
|
| 380 |
+
author={Akiba, Takuya and Sano, Shotaro and Yanase, Toshihiko and Ohta, Takeru and Koyama, Masanori},
|
| 381 |
+
booktitle={The 25th ACM SIGKDD International Conference on Knowledge Discovery \& Data Mining},
|
| 382 |
+
pages={2623--2631},
|
| 383 |
+
year={2019}
|
| 384 |
+
}
|
| 385 |
+
```
|
| 386 |
+
</details>
|
| 387 |
+
|
| 388 |
+
|
| 389 |
+
## License
|
| 390 |
+
|
| 391 |
+
MIT License (see [LICENSE](./LICENSE)).
|
| 392 |
+
|
| 393 |
+
Optuna uses the codes from SciPy and fdlibm projects (see [LICENSE_THIRD_PARTY](./LICENSE_THIRD_PARTY)).
|
Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/optuna-4.5.0.dist-info/RECORD
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|
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Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/optuna-4.5.0.dist-info/REQUESTED
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Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/optuna-4.5.0.dist-info/entry_points.txt
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[console_scripts]
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optuna = optuna.cli:main
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Scripts_Climate_n_LAI_to_Yield/.venv/lib/python3.10/site-packages/optuna-4.5.0.dist-info/licenses/LICENSE
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MIT License
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Copyright (c) 2018 Preferred Networks, Inc.
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in all
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+
copies or substantial portions of the Software.
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+
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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+
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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+
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
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+
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
| 19 |
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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SOFTWARE.
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