DigiDeMemory: 9月 2021

2021年9月26日日曜日

【Keras2.6】ImportError: cannot import name 'Adam' from 'keras.optimizers'

keras2.6でAdamをインポートすると以下のエラーがでました

ImportError: cannot import name 'Adam' from 'keras.optimizers'

以前のバージョンから変わったようです。

ProgrammerAHのブログを参考して以下の通りに修正

（修正前）
from keras.optimizers import Adam

（修正後）
from keras.optimizers import adam_v2

実際Adamを使用しているところも合わせて修正

（修正前）
model.compile(loss='categorical_crossentropy', optimizer=Adam(), metrics=['accuracy'])

（修正後）
model.compile(loss='categorical_crossentropy', optimizer=adam_v2.Adam(), metrics=['accuracy'])

参考書とのバージョン差異がポツリポツリと・・・勉強中のみとしてはこういうのは辛いかも。

2021年9月21日火曜日

keras2.6でAttributeError: module 'keras.optimizers' has no attribute 'SGD'

参考書通りにコーディングしてみたところエラー・・・・。

たしかに環境は違うけれど困る。

【エラーメッセージ】

>>> sgd = optimizers.SGD(lr=0.01, clipnorm=1.)
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
AttributeError: module 'keras.optimizers' has no attribute 'SGD'

>>> import keras
>>> keras.__version__
'2.6.0'>>> from keras import optimizers

dirコマンドでoptimizersを確認すると確かにSGDはなく、仕様が変更されたのかな・・・。

検索しても意外に情報が少なくもしかしてあたりまえ？常識

とりあえず無事別の方法を発見、ついでにオプションのlrは非推奨になったようで変わりにlearning_rateを使用するらしい。

【代替え？】

>>> sgd = optimizers.gradient_descent_v2.SGD(lr=0.001, clipnorm=1.)

/home/xx/.local/lib/python3.7/site-packages/keras/optimizer_v2/optimizer_v2.py:356: UserWarning: The `lr` argument is deprecated, use `learning_rate` instead.

"The `lr` argument is deprecated, use `learning_rate` instead.")

--------------------------------------------

【追記】

kerasはtensorflow.kerasとしてTensorFlow2にで組み込まれたようです。単独のkerasの使い方が変わっているようです。

2021年9月19日日曜日

【TensorFlow】Chromebook(ARM64)のLinux(Debian)にPython3.7+TensorFlow2.6.0+ keras

Pandasのインストールも問題なく終わったので早速TensorFlowをインストールしようとpipコマンドで実行してみると。

pip install tensorflow

Defaulting to user installation because normal site-packages is not writeable

ERROR: Could not find a version that satisfies the requirement tensorflow (from versions: none)

ERROR: No matching distribution found for tensorflow

対象のバージョンがない？

調べてみるとこういうケースはあるようでPtyhon3.7は以前は対応していなかったらしいですが調べていくうちに現在は対応していることは判明、一安心。

どうやら自分の環境に合うパッケージ（whl）ファイルをダウンロードしてインストールすれば良さそうということが分かりました。

■端末構成

ASUS Chromebook Detachable CM3

$cat /etc/issue
Debian GNU/Linux 10 \n \l

コードネームはbuster

$lscpu
Architecture: aarch64
Byte Order: Little Endian
CPU(s): 8
On-line CPU(s) list: 0-7
Thread(s) per core: 1
Core(s) per socket: 4
Socket(s): 2
Vendor ID: ARM
Model: 4
Model name: Cortex-A53
Stepping: r0p4
BogoMIPS: 26.00
Flags: fp asimd evtstrm aes pmull sha1 sha2 crc32 cpuid

Python 3.7.3 (default, Jan 22 2021, 20:04:44)

■numpyの最新化

ダウンロードするパッケージを選ぶ際にnumpyのバージョンらしい数字で分れていたので事前に最新化

・バージョン確認

$pip list --outdated

Package Version Latest Type

----------------- ------- ------ -----

numpy 1.20.3 1.21.2 wheel

・バージョンアップ

$pip install --upgrade numpy

■ TensorFlowパッケージファイルダウンロード

ダウンロードサイト：https://github.com/PINTO0309/Tensorflow-bin

事前に調べたArchitectureとPythonのバージョンとnumpyのバージョンからtensorflow-2.6.0-cp37-none-linux_aarch64_numpy1211_download.shを選択

リンクからwhlファイルをダウンロードできるわけではなさそうで上記のshファイルをダウンロードするらしい。

ただダウンロード方法が分からずリンク先にあるshファイルのソースをコピーして適当に作成したローカルファイル(/tmp/download.sh)にソースをペースト

(https://github.com/PINTO0309/Tensorflow-binから引用)

#!/bin/bash

curl -sc /tmp/cookie "https://drive.google.com/uc?export=download&id=1XnV8W38HGW4PmENmfQA5-5NrQ84SsTqX" > /dev/null
CODE="$(awk '/_warning_/ {print $NF}' /tmp/cookie)"
curl -Lb /tmp/cookie "https://drive.google.com/uc?export=download&confirm=${CODE}&id=1XnV8W38HGW4PmENmfQA5-5NrQ84SsTqX" -o tensorflow-2.6.0-cp37-none-linux_aarch64.whl
echo Download finished.

download.shに実行権を付与した後download.shを実行して無事tensorflow-2.6.0-cp37-none-linux_aarch64.whlを入手

■TensorFlowインストール

さっそくインストールしてみると

pip install tensorflow-2.6.0-cp37-none-linux_aarch64.whl

（エラー）

Defaulting to user installation because normal site-packages is not writeable

Processing ./tensorflow-2.6.0-cp37-none-linux_aarch64.whl

Collecting h5py~=3.1.0

Downloading h5py-3.1.0.tar.gz (371 kB)

|████████████████████████████████| 371 kB 1.5 MB/s

Installing build dependencies ... done

Getting requirements to build wheel ... done

Installing backend dependencies ... done

Preparing wheel metadata ... done

Collecting tensorflow-estimator~=2.6

Downloading tensorflow_estimator-2.6.0-py2.py3-none-any.whl (462 kB)

|████████████████████████████████| 462 kB 2.3 MB/s

Collecting wheel~=0.35

Using cached wheel-0.37.0-py2.py3-none-any.whl (35 kB)

Collecting six~=1.15.0

Downloading six-1.15.0-py2.py3-none-any.whl (10 kB)

Collecting clang~=5.0

Downloading clang-5.0.tar.gz (30 kB)

Collecting keras-preprocessing~=1.1.2

Downloading Keras_Preprocessing-1.1.2-py2.py3-none-any.whl (42 kB)

|████████████████████████████████| 42 kB 284 kB/s

Collecting flatbuffers~=1.12.0

Downloading flatbuffers-1.12-py2.py3-none-any.whl (15 kB)

Collecting keras~=2.6

Downloading keras-2.6.0-py2.py3-none-any.whl (1.3 MB)

|████████████████████████████████| 1.3 MB 7.3 MB/s

Collecting gast==0.4.0

Downloading gast-0.4.0-py3-none-any.whl (9.8 kB)

Collecting grpcio<2.0,>=1.37.0

Downloading grpcio-1.40.0-cp37-cp37m-manylinux_2_24_aarch64.whl (39.2 MB)

|████████████████████████████████| 39.2 MB 40 kB/s

Collecting termcolor~=1.1.0

Downloading termcolor-1.1.0.tar.gz (3.9 kB)

Requirement already satisfied: numpy~=1.21.1 in /home/hoto/.local/lib/python3.7/site-packages (from tensorflow==2.6.0) (1.21.2)

Collecting opt-einsum~=3.3.0

Downloading opt_einsum-3.3.0-py3-none-any.whl (65 kB)

|████████████████████████████████| 65 kB 846 kB/s

Collecting absl-py~=0.10

Downloading absl_py-0.13.0-py3-none-any.whl (132 kB)

|████████████████████████████████| 132 kB 12.6 MB/s

Collecting typing-extensions~=3.7.4

Downloading typing_extensions-3.7.4.3-py3-none-any.whl (22 kB)

Collecting google-pasta~=0.2

Downloading google_pasta-0.2.0-py3-none-any.whl (57 kB)

|████████████████████████████████| 57 kB 1.3 MB/s

Collecting tensorboard~=2.6

Downloading tensorboard-2.6.0-py3-none-any.whl (5.6 MB)

|████████████████████████████████| 5.6 MB 10.0 MB/s

Collecting wrapt~=1.12.1

Downloading wrapt-1.12.1.tar.gz (27 kB)

Collecting protobuf>=3.9.2

Downloading protobuf-3.18.0-cp37-cp37m-manylinux2014_aarch64.whl (924 kB)

|████████████████████████████████| 924 kB 10.7 MB/s

Collecting astunparse~=1.6.3

Downloading astunparse-1.6.3-py2.py3-none-any.whl (12 kB)

Collecting cached-property

Downloading cached_property-1.5.2-py2.py3-none-any.whl (7.6 kB)

Collecting google-auth<2,>=1.6.3

Downloading google_auth-1.35.0-py2.py3-none-any.whl (152 kB)

|████████████████████████████████| 152 kB 11.5 MB/s

Collecting tensorboard-data-server<0.7.0,>=0.6.0

Downloading tensorboard_data_server-0.6.1-py3-none-any.whl (2.4 kB)

Collecting setuptools>=41.0.0

Using cached setuptools-58.0.4-py3-none-any.whl (816 kB)

Collecting tensorboard-plugin-wit>=1.6.0

Downloading tensorboard_plugin_wit-1.8.0-py3-none-any.whl (781 kB)

|████████████████████████████████| 781 kB 8.2 MB/s

Collecting werkzeug>=0.11.15

Downloading Werkzeug-2.0.1-py3-none-any.whl (288 kB)

|████████████████████████████████| 288 kB 8.9 MB/s

Collecting google-auth-oauthlib<0.5,>=0.4.1

Downloading google_auth_oauthlib-0.4.6-py2.py3-none-any.whl (18 kB)

Collecting requests<3,>=2.21.0

Downloading requests-2.26.0-py2.py3-none-any.whl (62 kB)

|████████████████████████████████| 62 kB 154 kB/s

Collecting markdown>=2.6.8

Downloading Markdown-3.3.4-py3-none-any.whl (97 kB)

|████████████████████████████████| 97 kB 1.1 MB/s

Collecting pyasn1-modules>=0.2.1

Downloading pyasn1_modules-0.2.8-py2.py3-none-any.whl (155 kB)

|████████████████████████████████| 155 kB 8.5 MB/s

Collecting rsa<5,>=3.1.4

Downloading rsa-4.7.2-py3-none-any.whl (34 kB)

Collecting cachetools<5.0,>=2.0.0

Downloading cachetools-4.2.2-py3-none-any.whl (11 kB)

Collecting requests-oauthlib>=0.7.0

Downloading requests_oauthlib-1.3.0-py2.py3-none-any.whl (23 kB)

Collecting importlib-metadata

Downloading importlib_metadata-4.8.1-py3-none-any.whl (17 kB)

Collecting pyasn1<0.5.0,>=0.4.6

Downloading pyasn1-0.4.8-py2.py3-none-any.whl (77 kB)

|████████████████████████████████| 77 kB 1.3 MB/s

Collecting certifi>=2017.4.17

Downloading certifi-2021.5.30-py2.py3-none-any.whl (145 kB)

|████████████████████████████████| 145 kB 8.2 MB/s

Collecting charset-normalizer~=2.0.0

Downloading charset_normalizer-2.0.6-py3-none-any.whl (37 kB)

Collecting idna<4,>=2.5

Downloading idna-3.2-py3-none-any.whl (59 kB)

|████████████████████████████████| 59 kB 1.6 MB/s

Collecting urllib3<1.27,>=1.21.1

Downloading urllib3-1.26.6-py2.py3-none-any.whl (138 kB)

|████████████████████████████████| 138 kB 15.9 MB/s

Collecting oauthlib>=3.0.0

Downloading oauthlib-3.1.1-py2.py3-none-any.whl (146 kB)

|████████████████████████████████| 146 kB 1.6 MB/s

Collecting zipp>=0.5

Downloading zipp-3.5.0-py3-none-any.whl (5.7 kB)

Building wheels for collected packages: clang, h5py, termcolor, wrapt

Building wheel for clang (setup.py) ... done

Created wheel for clang: filename=clang-5.0-py3-none-any.whl size=30705 sha256=965264867ac952ffe0cdcd7e9e4ec815662a7d5e09bd44b5542bf4283fab3ac9

Stored in directory: /home/hoto/.cache/pip/wheels/98/91/04/971b4c587cf47ae952b108949b46926f426c02832d120a082a

Building wheel for h5py (PEP 517) ... error

ERROR: Command errored out with exit status 1:

command: /usr/bin/python3 /home/hoto/.local/lib/python3.7/site-packages/pip/_vendor/pep517/in_process/_in_process.py build_wheel /tmp/tmpjazixgh6

cwd: /tmp/pip-install-r_317f6s/h5py_3678e278ecf34daf8f166a7050ac0992

Complete output (69 lines):

running bdist_wheel

running build

running build_py

creating build

creating build/lib.linux-aarch64-3.7

creating build/lib.linux-aarch64-3.7/h5py

copying h5py/__init__.py -> build/lib.linux-aarch64-3.7/h5py

copying h5py/h5py_warnings.py -> build/lib.linux-aarch64-3.7/h5py

copying h5py/ipy_completer.py -> build/lib.linux-aarch64-3.7/h5py

copying h5py/version.py -> build/lib.linux-aarch64-3.7/h5py

creating build/lib.linux-aarch64-3.7/h5py/_hl

copying h5py/_hl/__init__.py -> build/lib.linux-aarch64-3.7/h5py/_hl

copying h5py/_hl/attrs.py -> build/lib.linux-aarch64-3.7/h5py/_hl

copying h5py/_hl/base.py -> build/lib.linux-aarch64-3.7/h5py/_hl

copying h5py/_hl/compat.py -> build/lib.linux-aarch64-3.7/h5py/_hl

copying h5py/_hl/dataset.py -> build/lib.linux-aarch64-3.7/h5py/_hl

copying h5py/_hl/datatype.py -> build/lib.linux-aarch64-3.7/h5py/_hl

copying h5py/_hl/dims.py -> build/lib.linux-aarch64-3.7/h5py/_hl

copying h5py/_hl/files.py -> build/lib.linux-aarch64-3.7/h5py/_hl

copying h5py/_hl/filters.py -> build/lib.linux-aarch64-3.7/h5py/_hl

copying h5py/_hl/group.py -> build/lib.linux-aarch64-3.7/h5py/_hl

copying h5py/_hl/selections.py -> build/lib.linux-aarch64-3.7/h5py/_hl

copying h5py/_hl/selections2.py -> build/lib.linux-aarch64-3.7/h5py/_hl

copying h5py/_hl/vds.py -> build/lib.linux-aarch64-3.7/h5py/_hl

creating build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/__init__.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/common.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/conftest.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_attribute_create.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_attrs.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_attrs_data.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_base.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_big_endian_file.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_completions.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_dataset.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_dataset_getitem.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_dataset_swmr.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_datatype.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_dimension_scales.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_dims_dimensionproxy.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_dtype.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_errors.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_file.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_file2.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_file_image.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_filters.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_group.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_h5.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_h5d_direct_chunk.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_h5f.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_h5p.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_h5pl.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_h5t.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_objects.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_selections.py -> build/lib.linux-aarch64-3.7/h5py/tests

copying h5py/tests/test_slicing.py -> build/lib.linux-aarch64-3.7/h5py/tests

creating build/lib.linux-aarch64-3.7/h5py/tests/data_files

copying h5py/tests/data_files/__init__.py -> build/lib.linux-aarch64-3.7/h5py/tests/data_files

creating build/lib.linux-aarch64-3.7/h5py/tests/test_vds

copying h5py/tests/test_vds/__init__.py -> build/lib.linux-aarch64-3.7/h5py/tests/test_vds

copying h5py/tests/test_vds/test_highlevel_vds.py -> build/lib.linux-aarch64-3.7/h5py/tests/test_vds

copying h5py/tests/test_vds/test_lowlevel_vds.py -> build/lib.linux-aarch64-3.7/h5py/tests/test_vds

copying h5py/tests/test_vds/test_virtual_source.py -> build/lib.linux-aarch64-3.7/h5py/tests/test_vds

copying h5py/tests/data_files/vlen_string_dset.h5 -> build/lib.linux-aarch64-3.7/h5py/tests/data_files

copying h5py/tests/data_files/vlen_string_dset_utc.h5 -> build/lib.linux-aarch64-3.7/h5py/tests/data_files

copying h5py/tests/data_files/vlen_string_s390x.h5 -> build/lib.linux-aarch64-3.7/h5py/tests/data_files

running build_ext

Building h5py requires pkg-config unless the HDF5 path is explicitly specified

error: pkg-config probably not installed: FileNotFoundError(2, "No such file or directory: 'pkg-config'")

----------------------------------------

ERROR: Failed building wheel for h5py

Building wheel for termcolor (setup.py) ... done

Created wheel for termcolor: filename=termcolor-1.1.0-py3-none-any.whl size=4831 sha256=49219dc8d2a0984da0c4841b0c5e83788f3a3c4f55832a1f160a0443442de651

Stored in directory: /home/hoto/.cache/pip/wheels/3f/e3/ec/8a8336ff196023622fbcb36de0c5a5c218cbb24111d1d4c7f2

Building wheel for wrapt (setup.py) ... done

Created wheel for wrapt: filename=wrapt-1.12.1-cp37-cp37m-linux_aarch64.whl size=72882 sha256=7d42f58dc8673df65fb0f65475d3cc0c5d9b5465a8410228b7998e619e588a89

Stored in directory: /home/hoto/.cache/pip/wheels/62/76/4c/aa25851149f3f6d9785f6c869387ad82b3fd37582fa8147ac6

Successfully built clang termcolor wrapt

Failed to build h5py

ERROR: Could not build wheels for h5py which use PEP 517 and cannot be installed directly

失敗・・・。

どうやらh5py関連でエラーのようなのでエラーメッセージで検索し同じ様なケースの対応をとりあえず真似してみました。

これ以降はどれが正解だったのか分からずとりあえずやった内容を列挙

setuptoolsとwheelが古いとなる情報がありpip install --upgrade setuptools wheelでアップデート

→失敗

h5pyを単体で色々なオプションで試行

pip install --no-use-pep517 h5py

→失敗

pip install --no-binary h5py

→失敗

pip install --no-binary=h5py h5py

→失敗

pkg-configをインストール

＃sudo apt list --installed | grep pkg-config

→失敗

debinのパッケージにh5pyがあるようなのでインストール

#sudo apt install python3-h5py

→バージョンが2.8.0-3となんか古そう

再度TensorFlowのインストールを試行

pip install tensorflow-2.6.0-cp37-none-linux_aarch64.whl

Defaulting to user installation because normal site-packages is not writeable

Processing ./tensorflow-2.6.0-cp37-none-linux_aarch64.whl

Collecting keras-preprocessing~=1.1.2

Using cached Keras_Preprocessing-1.1.2-py2.py3-none-any.whl (42 kB)

Collecting clang~=5.0

Using cached clang-5.0-py3-none-any.whl

Collecting wrapt~=1.12.1

Using cached wrapt-1.12.1-cp37-cp37m-linux_aarch64.whl

Collecting opt-einsum~=3.3.0

Using cached opt_einsum-3.3.0-py3-none-any.whl (65 kB)

Collecting astunparse~=1.6.3

Using cached astunparse-1.6.3-py2.py3-none-any.whl (12 kB)

Collecting tensorflow-estimator~=2.6

Using cached tensorflow_estimator-2.6.0-py2.py3-none-any.whl (462 kB)

Collecting tensorboard~=2.6

Using cached tensorboard-2.6.0-py3-none-any.whl (5.6 MB)

Collecting termcolor~=1.1.0

Using cached termcolor-1.1.0-py3-none-any.whl

Collecting gast==0.4.0

Using cached gast-0.4.0-py3-none-any.whl (9.8 kB)

Collecting flatbuffers~=1.12.0

Using cached flatbuffers-1.12-py2.py3-none-any.whl (15 kB)

Requirement already satisfied: wheel~=0.35 in /home/hoto/.local/lib/python3.7/site-packages (from tensorflow==2.6.0) (0.37.0)

Collecting six~=1.15.0

Using cached six-1.15.0-py2.py3-none-any.whl (10 kB)

Collecting keras~=2.6

Using cached keras-2.6.0-py2.py3-none-any.whl (1.3 MB)

Collecting absl-py~=0.10

Using cached absl_py-0.13.0-py3-none-any.whl (132 kB)

Collecting google-pasta~=0.2

Using cached google_pasta-0.2.0-py3-none-any.whl (57 kB)

Collecting grpcio<2.0,>=1.37.0

Using cached grpcio-1.40.0-cp37-cp37m-manylinux_2_24_aarch64.whl (39.2 MB)

Collecting protobuf>=3.9.2

Using cached protobuf-3.18.0-cp37-cp37m-manylinux2014_aarch64.whl (924 kB)

Collecting h5py~=3.1.0

Using cached h5py-3.1.0.tar.gz (371 kB)

Installing build dependencies ... done

Getting requirements to build wheel ... done

Installing backend dependencies ... done

Preparing wheel metadata ... done

Collecting typing-extensions~=3.7.4

Using cached typing_extensions-3.7.4.3-py3-none-any.whl (22 kB)

Requirement already satisfied: numpy~=1.21.1 in /home/hoto/.local/lib/python3.7/site-packages (from tensorflow==2.6.0) (1.21.2)

Collecting cached-property

Using cached cached_property-1.5.2-py2.py3-none-any.whl (7.6 kB)

Requirement already satisfied: setuptools>=41.0.0 in /home/hoto/.local/lib/python3.7/site-packages (from tensorboard~=2.6->tensorflow==2.6.0) (58.0.4)

Collecting google-auth<2,>=1.6.3

Using cached google_auth-1.35.0-py2.py3-none-any.whl (152 kB)

Collecting requests<3,>=2.21.0

Using cached requests-2.26.0-py2.py3-none-any.whl (62 kB)

Collecting google-auth-oauthlib<0.5,>=0.4.1

Using cached google_auth_oauthlib-0.4.6-py2.py3-none-any.whl (18 kB)

Collecting werkzeug>=0.11.15

Using cached Werkzeug-2.0.1-py3-none-any.whl (288 kB)

Collecting tensorboard-data-server<0.7.0,>=0.6.0

Using cached tensorboard_data_server-0.6.1-py3-none-any.whl (2.4 kB)

Collecting markdown>=2.6.8

Using cached Markdown-3.3.4-py3-none-any.whl (97 kB)

Collecting tensorboard-plugin-wit>=1.6.0

Using cached tensorboard_plugin_wit-1.8.0-py3-none-any.whl (781 kB)

Collecting cachetools<5.0,>=2.0.0

Using cached cachetools-4.2.2-py3-none-any.whl (11 kB)

Collecting rsa<5,>=3.1.4

Using cached rsa-4.7.2-py3-none-any.whl (34 kB)

Collecting pyasn1-modules>=0.2.1

Using cached pyasn1_modules-0.2.8-py2.py3-none-any.whl (155 kB)

Collecting requests-oauthlib>=0.7.0

Using cached requests_oauthlib-1.3.0-py2.py3-none-any.whl (23 kB)

Collecting importlib-metadata

Using cached importlib_metadata-4.8.1-py3-none-any.whl (17 kB)

Collecting pyasn1<0.5.0,>=0.4.6

Using cached pyasn1-0.4.8-py2.py3-none-any.whl (77 kB)

Collecting urllib3<1.27,>=1.21.1

Using cached urllib3-1.26.6-py2.py3-none-any.whl (138 kB)

Collecting charset-normalizer~=2.0.0

Using cached charset_normalizer-2.0.6-py3-none-any.whl (37 kB)

Collecting idna<4,>=2.5

Using cached idna-3.2-py3-none-any.whl (59 kB)

Collecting certifi>=2017.4.17

Using cached certifi-2021.5.30-py2.py3-none-any.whl (145 kB)

Collecting oauthlib>=3.0.0

Using cached oauthlib-3.1.1-py2.py3-none-any.whl (146 kB)

Collecting zipp>=0.5

Using cached zipp-3.5.0-py3-none-any.whl (5.7 kB)

Building wheels for collected packages: h5py

Building wheel for h5py (PEP 517) ... error

ERROR: Command errored out with exit status 1:

command: /usr/bin/python3 /home/hoto/.local/lib/python3.7/site-packages/pip/_vendor/pep517/in_process/_in_process.py build_wheel /tmp/tmpqu4eq5l4

cwd: /tmp/pip-install-r22datm0/h5py_c83ebf6719484a6cb76ecd27971abef2

Complete output (70 lines):