I am unable to figure out how to troubleshoot these errors in jaxlib
installation.
If somebody could please guide me on how to go about it, it will be much appreciated, Thanks.
Below are the commands I am using with the corresponding outputs.
:~$ uname -a
Linux pc-name-15-3567 5.15.0-47-generic #51-Ubuntu SMP Thu Aug 11 07:51:15 UTC 2022 x86_64 x86_64 x86_64 GNU/Linux
:~$ pip install --upgrade pip
Defaulting to user installation because normal site-packages is not writeable
Requirement already satisfied: pip in ./.local/lib/python3.10/site-packages (22.2.2)
:~$ pip install --upgrade "jax"
Defaulting to user installation because normal site-packages is not writeable
Requirement already satisfied: jax in ./.local/lib/python3.10/site-packages (0.3.17)
Collecting jax
Downloading jax-0.3.19.tar.gz (1.1 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.1/1.1 MB 221.8 kB/s eta 0:00:00
Preparing metadata (setup.py) ... done
Requirement already satisfied: absl-py in ./.local/lib/python3.10/site-packages (from jax[cpu]) (1.2.0)
Requirement already satisfied: etils[epath] in ./.local/lib/python3.10/site-packages (from jax[cpu]) (0.8.0)
Requirement already satisfied: numpy>=1.20 in /usr/lib/python3/dist-packages (from jax) (1.21.5)
Requirement already satisfied: opt_einsum in ./.local/lib/python3.10/site-packages (from jax[cpu]) (3.3.0)
Requirement already satisfied: scipy>=1.5 in /usr/lib/python3/dist-packages (from jax) (1.8.0)
Requirement already satisfied: typing_extensions in ./.local/lib/python3.10/site-packages (from jax[cpu]) (4.3.0)
Collecting jaxlib==0.3.15
Downloading jaxlib-0.3.15-cp310-none-manylinux2014_x86_64.whl (72.0 MB)
━━╺━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 4.1/72.0 MB 248.9 kB/s eta 0:04:33
ERROR: Exception:
Traceback (most recent call last):
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_vendor/urllib3/response.py", line 435, in _error_catcher
yield
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_vendor/urllib3/response.py", line 516, in read
data = self._fp.read(amt) if not fp_closed else b""
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_vendor/cachecontrol/filewrapper.py", line 90, in read
data = self.__fp.read(amt)
File "/usr/lib/python3.10/http/client.py", line 465, in read
s = self.fp.read(amt)
File "/usr/lib/python3.10/socket.py", line 705, in readinto
return self._sock.recv_into(b)
File "/usr/lib/python3.10/ssl.py", line 1273, in recv_into
return self.read(nbytes, buffer)
File "/usr/lib/python3.10/ssl.py", line 1129, in read
return self._sslobj.read(len, buffer)
TimeoutError: The read operation timed out
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_internal/cli/base_command.py", line 167, in exc_logging_wrapper
status = run_func(*args)
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_internal/cli/req_command.py", line 247, in wrapper
return func(self, options, args)
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_internal/commands/install.py", line 369, in run
requirement_set = resolver.resolve(
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_internal/resolution/resolvelib/resolver.py", line 92, in resolve
result = self._result = resolver.resolve(
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_vendor/resolvelib/resolvers.py", line 481, in resolve
state = resolution.resolve(requirements, max_rounds=max_rounds)
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_vendor/resolvelib/resolvers.py", line 373, in resolve
failure_causes = self._attempt_to_pin_criterion(name)
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_vendor/resolvelib/resolvers.py", line 213, in _attempt_to_pin_criterion
criteria = self._get_updated_criteria(candidate)
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_vendor/resolvelib/resolvers.py", line 204, in _get_updated_criteria
self._add_to_criteria(criteria, requirement, parent=candidate)
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_vendor/resolvelib/resolvers.py", line 172, in _add_to_criteria
if not criterion.candidates:
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_vendor/resolvelib/structs.py", line 151, in __bool__
return bool(self._sequence)
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_internal/resolution/resolvelib/found_candidates.py", line 155, in __bool__
return any(self)
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_internal/resolution/resolvelib/found_candidates.py", line 143, in <genexpr>
return (c for c in iterator if id(c) not in self._incompatible_ids)
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_internal/resolution/resolvelib/found_candidates.py", line 47, in _iter_built
candidate = func()
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_internal/resolution/resolvelib/factory.py", line 206, in _make_candidate_from_link
self._link_candidate_cache[link] = LinkCandidate(
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_internal/resolution/resolvelib/candidates.py", line 297, in __init__
super().__init__(
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_internal/resolution/resolvelib/candidates.py", line 162, in __init__
self.dist = self._prepare()
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_internal/resolution/resolvelib/candidates.py", line 231, in _prepare
dist = self._prepare_distribution()
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_internal/resolution/resolvelib/candidates.py", line 308, in _prepare_distribution
return preparer.prepare_linked_requirement(self._ireq, parallel_builds=True)
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_internal/operations/prepare.py", line 438, in prepare_linked_requirement
return self._prepare_linked_requirement(req, parallel_builds)
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_internal/operations/prepare.py", line 483, in _prepare_linked_requirement
local_file = unpack_url(
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_internal/operations/prepare.py", line 165, in unpack_url
file = get_http_url(
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_internal/operations/prepare.py", line 106, in get_http_url
from_path, content_type = download(link, temp_dir.path)
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_internal/network/download.py", line 147, in __call__
for chunk in chunks:
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_internal/cli/progress_bars.py", line 53, in _rich_progress_bar
for chunk in iterable:
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_internal/network/utils.py", line 63, in response_chunks
for chunk in response.raw.stream(
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_vendor/urllib3/response.py", line 573, in stream
data = self.read(amt=amt, decode_content=decode_content)
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_vendor/urllib3/response.py", line 509, in read
with self._error_catcher():
File "/usr/lib/python3.10/contextlib.py", line 153, in __exit__
self.gen.throw(typ, value, traceback)
File "/home/abbas/.local/lib/python3.10/site-packages/pip/_vendor/urllib3/response.py", line 440, in _error_catcher
raise ReadTimeoutError(self._pool, None, "Read timed out.")
pip._vendor.urllib3.exceptions.ReadTimeoutError: HTTPSConnectionPool(host='files.pythonhosted.org', port=443): Read timed out.
CodePudding user response:
The issue got solved for me by running these commands to install jaxlib:
pip install --upgrade "jax"
pip install --upgrade "jaxlib"