備忘録。
pip で raspiのtensorflow インストールに失敗する。HASHが違うとエラー。
pi@raspberrypi:~ $ sudo pip --no-cache-dir install --upgrade tensorflow==1.9.0
Collecting tensorflow==1.9.0
Downloading https://www.piwheels.org/simple/tensorflow/tensorflow-1.9.0-cp27-none-linux_armv6l.whl (62.8MB)
25% |????????? | 16.0MB 324kB/s eta 0:02:25
THESE PACKAGES DO NOT MATCH THE HASHES FROM THE REQUIREMENTS FILE. If you have updated the package versions, please update the hashes. Otherwise, examine the package contents carefully; someone may have tampered with them.
tensorflow==1.9.0 from https://www.piwheels.org/simple/tensorflow/tensorflow-1.9.0-cp27-none-linux_armv6l.whl#sha256=ca364521a1c4dc6cc2c19798bbd65d51f2c599d67cd5626f0301d05f6d8adc1b:
Expected sha256 ca364521a1c4dc6cc2c19798bbd65d51f2c599d67cd5626f0301d05f6d8adc1b
Got c04d65eb504b6c6d0033210001b84f7a0e6fe88319c7ffc43b5ff6e0fa05a883
fromから wgetでダウンロードしてみたら、通信エラー。”TLS packet with unexpected length was received” サーバ過負荷か通信経路障害か。自動リトライ7回目でダウンロードできた。
wget https://www.piwheels.org/simple/tensorflow/tensorflow-1. 9.0-cp27-none-linux_armv6l.whl --2019-06-26 02:10:52-- https://www.piwheels.org/simple/tensorflow/tensorflow-1.9.0-cp27-none-linux_armv6l.whl Resolving www.piwheels.org (www.piwheels.org)... 93.93.129.174, 46.235.225.189 Connecting to www.piwheels.org (www.piwheels.org)|93.93.129.174|:443... connected. HTTP request sent, awaiting response... 200 OK Length: 62793521 (60M) Saving to: ‘tensorflow-1.9.0-cp27-none-linux_armv6l.whl’ tensorflow-1.9.0-cp 24%[===> ] 14.61M 49.3KB/s in 1m 49s 2019-06-26 02:12:42 (138 KB/s) - Read error at byte 15319040/62793521 (A TLS packet with unexpected length was received.). Retrying. --2019-06-26 02:12:43-- (try: 2) https://www.piwheels.org/simple/tensorflow/tensorflow-1.9.0-cp27-none-linux_armv6l.whl Connecting to www.piwheels.org (www.piwheels.org)|93.93.129.174|:443... connected. HTTP request sent, awaiting response... 206 Partial Content Length: 62793521 (60M), 47474481 (45M) remaining Saving to: ‘tensorflow-1.9.0-cp27-none-linux_armv6l.whl’ tensorflow-1.9.0-cp 42%[++++===> ] 25.27M 87.2KB/s in 48s 2019-06-26 02:13:33 (227 KB/s) - Read error at byte 26492928/62793521 (A TLS packet with unexpected length was received.). Retrying. --2019-06-26 02:13:35-- (try: 3) https://www.piwheels.org/simple/tensorflow/tensorflow-1.9.0-cp27-none-linux_armv6l.whl Connecting to www.piwheels.org (www.piwheels.org)|93.93.129.174|:443... connected. HTTP request sent, awaiting response... 206 Partial Content Length: 62793521 (60M), 36300593 (35M) remaining Saving to: ‘tensorflow-1.9.0-cp27-none-linux_armv6l.whl’ tensorflow-1.9.0-cp 71%[++++++++=====> ] 42.81M 486KB/s in 58s 2019-06-26 02:14:34 (311 KB/s) - Read error at byte 44892160/62793521 (A TLS packet with unexpected length was received.). Retrying. --2019-06-26 02:14:37-- (try: 4) https://www.piwheels.org/simple/tensorflow/tensorflow-1.9.0-cp27-none-linux_armv6l.whl Connecting to www.piwheels.org (www.piwheels.org)|93.93.129.174|:443... connected. HTTP request sent, awaiting response... 206 Partial Content Length: 62793521 (60M), 17901361 (17M) remaining Saving to: ‘tensorflow-1.9.0-cp27-none-linux_armv6l.whl’ tensorflow-1.9.0-cp 78%[++++++++++++++> ] 47.05M 149KB/s in 36s 2019-06-26 02:15:15 (119 KB/s) - Read error at byte 49332224/62793521 (A TLS packet with unexpected length was received.). Retrying. --2019-06-26 02:15:19-- (try: 5) https://www.piwheels.org/simple/tensorflow/tensorflow-1.9.0-cp27-none-linux_armv6l.whl Connecting to www.piwheels.org (www.piwheels.org)|93.93.129.174|:443... connected. HTTP request sent, awaiting response... 206 Partial Content Length: 62793521 (60M), 13461297 (13M) remaining Saving to: ‘tensorflow-1.9.0-cp27-none-linux_armv6l.whl’ tensorflow-1.9.0-cp 87%[+++++++++++++++=> ] 52.50M 205KB/s in 51s 2019-06-26 02:16:11 (110 KB/s) - Read error at byte 55050240/62793521 (A TLS packet with unexpected length was received.). Retrying. --2019-06-26 02:16:16-- (try: 6) https://www.piwheels.org/simple/tensorflow/tensorflow-1.9.0-cp27-none-linux_armv6l.whl Connecting to www.piwheels.org (www.piwheels.org)|93.93.129.174|:443... connected. HTTP request sent, awaiting response... 206 Partial Content Length: 62793521 (60M), 7743281 (7.4M) remaining Saving to: ‘tensorflow-1.9.0-cp27-none-linux_armv6l.whl’ tensorflow-1.9.0-cp 99%[+++++++++++++++++=> ] 59.34M 247KB/s in 42s 2019-06-26 02:16:59 (168 KB/s) - Read error at byte 62226432/62793521 (A TLS packet with unexpected length was received.). Retrying. --2019-06-26 02:17:05-- (try: 7) https://www.piwheels.org/simple/tensorflow/tensorflow-1.9.0-cp27-none-linux_armv6l.whl Connecting to www.piwheels.org (www.piwheels.org)|93.93.129.174|:443... connected. HTTP request sent, awaiting response... 206 Partial Content Length: 62793521 (60M), 567089 (554K) remaining Saving to: ‘tensorflow-1.9.0-cp27-none-linux_armv6l.whl’ tensorflow-1.9.0-cp 100%[+++++++++++++++++++>] 59.88M 259KB/s in 2.1s 2019-06-26 02:17:08 (259 KB/s) - ‘tensorflow-1.9.0-cp27-none-linux_armv6l.whl’ saved [62793521/62793521]
現在pip でインストール中。raspberry pi zero w ですでに3時間、終わる気配がない。とりあえずエラーは回避できた模様。
pi@raspberrypi:~ $ python -m pip install tensorflow-1.9.0-cp27-none-linux_armv6l.whl
DEPRECATION: Python 2.7 will reach the end of its life on January 1st, 2020. Please upgrade your Python as Python 2.7 won't be maintained after that date. A future version of pip will drop support for Python 2.7.
Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple
Processing ./tensorflow-1.9.0-cp27-none-linux_armv6l.whl
Collecting protobuf>=3.4.0 (from tensorflow==1.9.0)
Downloading https://files.pythonhosted.org/packages/8f/5a/077f2811869284d8e15fcc88818922e19cf205a3529f21210f3a1b47dc74/protobuf-3.8.0-py2.py3-none-any.whl (427kB)
|????????????????????????????????| 430kB 670kB/s
Collecting absl-py>=0.1.6 (from tensorflow==1.9.0)
Downloading https://files.pythonhosted.org/packages/da/3f/9b0355080b81b15ba6a9ffcf1f5ea39e307a2778b2f2dc8694724e8abd5b/absl-py-0.7.1.tar.gz (99kB)
|????????????????????????????????| 102kB 957kB/s
Requirement already satisfied: six>=1.10.0 in /usr/lib/python2.7/dist-packages (from tensorflow==1.9.0) (1.12.0)
Collecting grpcio>=1.8.6 (from tensorflow==1.9.0)
Downloading https://files.pythonhosted.org/packages/fb/d5/30bc142a40bb891c28739ec48c99730d20e5fb9cf9637036b4b52f70505b/grpcio-1.21.1.tar.gz (13.9MB)
|????????????????????????????????| 13.9MB 120kB/s
Collecting termcolor>=1.1.0 (from tensorflow==1.9.0)
Downloading https://files.pythonhosted.org/packages/8a/48/a76be51647d0eb9f10e2a4511bf3ffb8cc1e6b14e9e4fab46173aa79f981/termcolor-1.1.0.tar.gz
Collecting gast>=0.2.0 (from tensorflow==1.9.0)
Downloading https://files.pythonhosted.org/packages/4e/35/11749bf99b2d4e3cceb4d55ca22590b0d7c2c62b9de38ac4a4a7f4687421/gast-0.2.2.tar.gz
Collecting tensorboard<1.10.0,>=1.9.0 (from tensorflow==1.9.0)
Downloading https://files.pythonhosted.org/packages/d5/98/e2e9d5afbc86cef0b2dd0f4ab791519b9bd305ea207e1e5c2f9a9f2f6da6/tensorboard-1.9.0-py2-none-any.whl (3.3MB)
|????????????????????????????????| 3.3MB 1.4MB/s
Collecting backports.weakref>=1.0rc1 (from tensorflow==1.9.0)
Downloading https://files.pythonhosted.org/packages/88/ec/f598b633c3d5ffe267aaada57d961c94fdfa183c5c3ebda2b6d151943db6/backports.weakref-1.0.post1-py2.py3-none-any.whl
Collecting astor>=0.6.0 (from tensorflow==1.9.0)
Downloading https://files.pythonhosted.org/packages/d1/4f/950dfae467b384fc96bc6469de25d832534f6b4441033c39f914efd13418/astor-0.8.0-py2.py3-none-any.whl
Requirement already satisfied: wheel in /usr/lib/python2.7/dist-packages (from tensorflow==1.9.0) (0.29.0)
Requirement already satisfied: setuptools<=39.1.0 in /usr/lib/python2.7/dist-packages (from tensorflow==1.9.0) (33.1.1) Collecting mock>=2.0.0 (from tensorflow==1.9.0)
Downloading https://files.pythonhosted.org/packages/05/d2/f94e68be6b17f46d2c353564da56e6fb89ef09faeeff3313a046cb810ca9/mock-3.0.5-py2.py3-none-any.whl
Requirement already satisfied: enum34>=1.1.6 in /usr/lib/python2.7/dist-packages (from tensorflow==1.9.0) (1.1.6)
Collecting numpy>=1.13.3 (from tensorflow==1.9.0)
Downloading https://files.pythonhosted.org/packages/d3/4b/f9f4b96c0b1ba43d28a5bdc4b64f0b9d3fbcf31313a51bc766942866a7c7/numpy-1.16.4.zip (5.1MB)
|????????????????????????????????| 5.1MB 1.6MB/s
Collecting futures>=2.2.0; python_version < "3.2" (from grpcio>=1.8.6->tensorflow==1.9.0)
Downloading https://files.pythonhosted.org/packages/2d/99/b2c4e9d5a30f6471e410a146232b4118e697fa3ffc06d6a65efde84debd0/futures-3.2.0-py2-none-any.whl
Collecting markdown>=2.6.8 (from tensorboard<1.10.0,>=1.9.0->tensorflow==1.9.0)
Downloading https://files.pythonhosted.org/packages/c0/4e/fd492e91abdc2d2fcb70ef453064d980688762079397f779758e055f6575/Markdown-3.1.1-py2.py3-none-any.whl (87kB)
|????????????????????????????????| 92kB 912kB/s
Requirement already satisfied: werkzeug>=0.11.10 in /usr/lib/python2.7/dist-packages (from tensorboard<1.10.0,>=1.9.0->tensorflow==1.9.0) (0.11.15)
Collecting funcsigs>=1; python_version < "3.3" (from mock>=2.0.0->tensorflow==1.9.0)
Downloading https://files.pythonhosted.org/packages/69/cb/f5be453359271714c01b9bd06126eaf2e368f1fddfff30818754b5ac2328/funcsigs-1.0.2-py2.py3-none-any.whl
Building wheels for collected packages: absl-py, grpcio, termcolor, gast, numpy
Building wheel for absl-py (setup.py) … done
Stored in directory: /home/pi/.cache/pip/wheels/ee/98/38/46cbcc5a93cfea5492d19c38562691ddb23b940176c14f7b48
Building wheel for grpcio (setup.py) … -
備忘録２．コマンド間違えていて途中で権限なしエラー。sudo で実行するつもりがpython -m で書いていた。
sudo pip install tensorflow-1.9.0-cp27-none-linux_armv6l.whl
で途中から継続、計6時間程度で終了。
pi@raspberrypi:~ $ python
Python 2.7.13 (default, Sep 26 2018, 18:42:22)
[GCC 6.3.0 20170516] on linux2
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow as tf
>>> hello=tf.constant("hello,shioshio")
>>> sess=tf.Session()
>>> print(sess.run(hello))
hello,shioshio
動いた。よしよし。