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config.py
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from jetson_containers import L4T_VERSION, PYTHON_VERSION, CUDA_VERSION
from packaging.version import Version
from ..ml.tensorflow.version import TENSORFLOW_VERSION
from ..cuda.cudnn.config import CUDNN_VERSION
def tensorflow(version, tensorflow_version='tf2', requires=None, default=False):
pkg = package.copy()
if default:
pkg['alias'] = ['tensorflow2'] if tensorflow_version == 'tf2' else ['tensorflow1']
if requires:
pkg['requires'] = requires
pkg['name'] = f'tensorflow{"2" if tensorflow_version == "tf2" else "1"}:{version}'
pkg['notes'] = f"TensorFlow {tensorflow_version.upper()} version {version}"
prebuilt_wheels = {
# TensorFlow tf1
('36', '1.15.5', 'tf1'): (None, None),
('35', '1.15.5', 'tf1'): (
'https://developer.download.nvidia.com/compute/redist/jp/v51/tensorflow/tensorflow-1.15.5+nv23.03-cp38-cp38-linux_aarch64.whl',
'tensorflow-1.15.5+nv23.03-cp38-cp38-linux_aarch64.whl'
),
('34', '1.15.5', 'tf1'): (
'https://developer.download.nvidia.com/compute/redist/jp/v50/tensorflow/tensorflow-1.15.5+nv22.4-cp38-cp38-linux_aarch64.whl',
'tensorflow-1.15.5+nv22.4-cp38-cp38-linux_aarch64.whl'
),
('32', '1.15.5', 'tf1'): (
'https://developer.download.nvidia.com/compute/redist/jp/v461/tensorflow/tensorflow-1.15.5+nv22.1-cp36-cp36m-linux_aarch64.whl',
'tensorflow-1.15.5+nv22.1-cp36-cp36m-linux_aarch64.whl'
),
# TensorFlow v2
('36', '2.16.1', 'tf2'): (
'https://developer.download.nvidia.com/compute/redist/jp/v60/tensorflow/tensorflow-2.16.1+nv24.06-cp310-cp310-linux_aarch64.whl',
'tensorflow-2.16.1+nv24.06-cp310-cp310-linux_aarch64.whl'
),
('36', '2.17.1', 'tf2'): (
'https://developer.download.nvidia.com/compute/redist/jp/v61/tensorflow/tensorflow-2.17.1+nv24.07-cp310-cp310-linux_aarch64.whl',
'tensorflow-2.17.1+nv24.07-cp310-cp310-linux_aarch64.whl'
),
('35', '2.15.0', 'tf2'): (
'https://developer.download.nvidia.com/compute/redist/jp/v51/tensorflow/tensorflow-2.15.0+nv23.05-cp38-cp38-linux_aarch64.whl',
'tensorflow-2.15.0+nv23.05-cp38-cp38-linux_aarch64.whl'
),
('35', '2.11.0', 'tf2'): (
'https://developer.download.nvidia.com/compute/redist/jp/v51/tensorflow/tensorflow-2.11.0+nv23.03-cp38-cp38-linux_aarch64.whl',
'tensorflow-2.11.0+nv23.03-cp38-cp38-linux_aarch64.whl'
),
('34', '2.8.0', 'tf2'): (
'https://developer.download.nvidia.com/compute/redist/jp/v50/tensorflow/tensorflow-2.8.0+nv22.4-cp38-cp38-linux_aarch64.whl',
'tensorflow-2.8.0+nv22.4-cp38-cp38-linux_aarch64.whl'
),
('32', '2.7.0', 'tf2'): (
'https://developer.download.nvidia.com/compute/redist/jp/v461/tensorflow/tensorflow-2.7.0+nv22.1-cp36-cp36m-linux_aarch64.whl',
'tensorflow-2.7.0+nv22.1-cp36-cp36m-linux_aarch64.whl'
),
# Puedes agregar más entradas si hay ruedas precompiladas disponibles
}
L4T_MAJOR = str(L4T_VERSION.major)
wheel_key = (L4T_MAJOR, version, tensorflow_version)
if wheel_key in prebuilt_wheels and prebuilt_wheels[wheel_key][0] is not None:
url, whl = prebuilt_wheels[wheel_key]
pkg['build_args'] = {
'TENSORFLOW_VERSION': version,
'TENSORFLOW_URL': url,
'TENSORFLOW_WHL': whl,
'PYTHON_VERSION_MAJOR': PYTHON_VERSION.major,
'PYTHON_VERSION_MINOR': PYTHON_VERSION.minor,
'FORCE_BUILD': 'off'
}
pkg['dockerfile'] = 'Dockerfile'
else:
pkg['build_args'] = {
'TENSORFLOW_VERSION': version,
'PYTHON_VERSION_MAJOR': PYTHON_VERSION.major,
'PYTHON_VERSION_MINOR': PYTHON_VERSION.minor,
'CUDA_VERSION_MAJOR': CUDA_VERSION.major,
'CUDA_VERSION_MINOR': CUDA_VERSION.minor,
'CUDNN_VERSION_MAJOR': CUDNN_VERSION.major,
'CUDNN_VERSION_MINOR': CUDNN_VERSION.minor,
'FORCE_BUILD': 'off',
}
pkg['notes'] += " (will be built from source)"
pkg['dockerfile'] = 'Dockerfile.pip'
pkg['alias'] = [f'tensorflow2:{version}' if tensorflow_version == 'tf2' else f'tensorflow1:{version}']
builder = pkg.copy()
builder['name'] = f'{pkg["name"]}-builder'
builder['build_args'] = {**pkg['build_args'], 'FORCE_BUILD': 'on'}
builder['alias'] = [f'tensorflow2:{version}-builder' if tensorflow_version == 'tf2' else f'tensorflow1:{version}-builder']
if Version(version) == TENSORFLOW_VERSION:
pkg['alias'].append('tensorflow')
builder['alias'].append('tensorflow:builder')
if tensorflow_version == 'tf2':
pkg['alias'].append('tensorflow2')
builder['alias'].append('tensorflow2:builder')
return [pkg, builder]
package = [
# TensorFlow tf1
*tensorflow(
version='1.15.5',
tensorflow_version='tf1',
default=(L4T_VERSION.major <= 35),
requires='<36'
),
*tensorflow(
version='2.7.0',
tensorflow_version='tf2',
default=(L4T_VERSION.major == 32),
requires='<35'
),
# TensorFlow tf2 para L4T >=36
*tensorflow(
version='2.16.1',
tensorflow_version='tf2',
requires='>=36',
default=False,
),
*tensorflow(
version='2.18.0',
tensorflow_version='tf2',
requires='>=36',
default=False,
),
*tensorflow(
version='2.19.0',
tensorflow_version='tf2',
requires='>=36',
default=False,
),
*tensorflow(
version='2.20.0',
tensorflow_version='tf2',
requires='>=36',
default=(L4T_VERSION > Version('36.3')),
),
]