개발환경 구축하려고 이것저것 보고 있는데
구형 모델을 쓰려고 하다보니(ssd mobilenet v3) 영 환경 잡는것 자체가 쉽지 않아 보인다.
[링크 : https://www.tensorflow.org/install/docker?hl=ko] 텐서플로우 docker
[링크 : https://github.com/NVIDIA/nvidia-docker] 요건 deprecated
[링크 : https://github.com/NVIDIA/nvidia-container-toolkit] 요걸 쓰라고
tensorflow 2.21.0
2026.03.07 release
지원 파이썬 버전 3.13 최대.
[링크 : https://pypi.org/project/tensorflow/]
tensorflow-gpu 2.12.0
2023.01.25 release
[링크 : https://pypi.org/project/tensorflow-gpu/]
그 와중에 우분투 26.04 의 파이썬 버전이 3.14 대이고
| $ python3 --version Python 3.14.4 |
텐서플로우는 지원버전이 없다고 배째고
| $ pip3 install tensorflow ERROR: Could not find a version that satisfies the requirement tensorflow (from versions: none) ERROR: No matching distribution found for tensorflow |
난 어짜피 gpu 가속받을거니까~ 하고 실행하는데 에러
| $ pip3 install tensorflow-gpu Collecting tensorflow-gpu Using cached tensorflow-gpu-2.12.0.tar.gz (2.6 kB) Installing build dependencies ... done Getting requirements to build wheel ... error error: subprocess-exited-with-error × Getting requirements to build wheel did not run successfully. │ exit code: 1 ╰─> [77 lines of output] Traceback (most recent call last): File "/tmp/pip-build-env-kb1b92jj/overlay/lib/python3.14/site-packages/setuptools/_vendor/packaging/requirements.py", line 36, in __init__ parsed = _parse_requirement(requirement_string) File "/tmp/pip-build-env-kb1b92jj/overlay/lib/python3.14/site-packages/setuptools/_vendor/packaging/_parser.py", line 71, in parse_requirement return _parse_requirement(Tokenizer(source, rules=DEFAULT_RULES)) File "/tmp/pip-build-env-kb1b92jj/overlay/lib/python3.14/site-packages/setuptools/_vendor/packaging/_parser.py", line 89, in _parse_requirement url, specifier, marker = _parse_requirement_details(tokenizer) ~~~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^ File "/tmp/pip-build-env-kb1b92jj/overlay/lib/python3.14/site-packages/setuptools/_vendor/packaging/_parser.py", line 135, in _parse_requirement_details marker = _parse_requirement_marker( tokenizer, ...<5 lines>... ), ) File "/tmp/pip-build-env-kb1b92jj/overlay/lib/python3.14/site-packages/setuptools/_vendor/packaging/_parser.py", line 156, in _parse_requirement_marker tokenizer.raise_syntax_error( ~~~~~~~~~~~~~~~~~~~~~~~~~~~~^ f"Expected {expected} or end", ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ span_start=span_start, ^^^^^^^^^^^^^^^^^^^^^^ span_end=None, ^^^^^^^^^^^^^^ ) ^ File "/tmp/pip-build-env-kb1b92jj/overlay/lib/python3.14/site-packages/setuptools/_vendor/packaging/_tokenizer.py", line 166, in raise_syntax_error raise ParserSyntaxError( ...<3 lines>... ) packaging._tokenizer.ParserSyntaxError: Expected semicolon (after name with no version specifier) or end python_version>"3.7" ^ The above exception was the direct cause of the following exception: Traceback (most recent call last): File "/home/minimonk/venv/lib/python3.14/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 389, in <module> main() ~~~~^^ File "/home/minimonk/venv/lib/python3.14/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 373, in main json_out["return_val"] = hook(**hook_input["kwargs"]) ~~~~^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/minimonk/venv/lib/python3.14/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 143, in get_requires_for_build_wheel return hook(config_settings) File "/tmp/pip-build-env-kb1b92jj/overlay/lib/python3.14/site-packages/setuptools/build_meta.py", line 333, in get_requires_for_build_wheel return self._get_build_requires(config_settings, requirements=[]) ~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/tmp/pip-build-env-kb1b92jj/overlay/lib/python3.14/site-packages/setuptools/build_meta.py", line 301, in _get_build_requires self.run_setup() ~~~~~~~~~~~~~~^^ File "/tmp/pip-build-env-kb1b92jj/overlay/lib/python3.14/site-packages/setuptools/build_meta.py", line 520, in run_setup super().run_setup(setup_script=setup_script) ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/tmp/pip-build-env-kb1b92jj/overlay/lib/python3.14/site-packages/setuptools/build_meta.py", line 317, in run_setup exec(code, locals()) ~~~~^^^^^^^^^^^^^^^^ File "<string>", line 40, in <module> File "/tmp/pip-build-env-kb1b92jj/overlay/lib/python3.14/site-packages/setuptools/__init__.py", line 114, in setup _install_setup_requires(attrs) ~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^ File "/tmp/pip-build-env-kb1b92jj/overlay/lib/python3.14/site-packages/setuptools/__init__.py", line 85, in _install_setup_requires dist.parse_config_files(ignore_option_errors=True) ~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/tmp/pip-build-env-kb1b92jj/overlay/lib/python3.14/site-packages/setuptools/dist.py", line 764, in parse_config_files self._finalize_requires() ~~~~~~~~~~~~~~~~~~~~~~~^^ File "/tmp/pip-build-env-kb1b92jj/overlay/lib/python3.14/site-packages/setuptools/dist.py", line 382, in _finalize_requires self._normalize_requires() ~~~~~~~~~~~~~~~~~~~~~~~~^^ File "/tmp/pip-build-env-kb1b92jj/overlay/lib/python3.14/site-packages/setuptools/dist.py", line 400, in _normalize_requires self.install_requires = list_(map(str, _reqs.parse(install_requires))) ~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/tmp/pip-build-env-kb1b92jj/overlay/lib/python3.14/site-packages/setuptools/_vendor/packaging/requirements.py", line 38, in __init__ raise InvalidRequirement(str(e)) from e packaging.requirements.InvalidRequirement: Expected semicolon (after name with no version specifier) or end python_version>"3.7" ^ [end of output] note: This error originates from a subprocess, and is likely not a problem with pip. error: subprocess-exited-with-error × Getting requirements to build wheel did not run successfully. │ exit code: 1 ╰─> See above for output. note: This error originates from a subprocess, and is likely not a problem with pip. |
tensorflow 도 이제 인기가 없어졌다고 해야하나.. 지는 해가 되어버렸나 보다.
[링크 : https://github.com/tensorflow/tensorflow/issues/102890]
짧고 명확하다... deprecation. 후..
| TensorFlow Object Detection API TensorFlow 2.2 TensorFlow 1.15 Python 3.6 Deprecation |
[링크 : https://github.com/tensorflow/models/blob/master/research/object_detection/README.md]
keras도 희망이 없고, pytorch도 좋은소리 안나오고 어떻게 해야하나..
by GPT
by claude
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