per | Prioritized Experience Replay implementation | Reinforcement Learning library
kandi X-RAY | per Summary
kandi X-RAY | per Summary
PER(Prioritized Experience Replay) implementation in PyTorch.
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Top functions reviewed by kandi - BETA
- Train the model
- Sample the tree
- Retrieve a substring from the tree
- Return the index of a node
- The total subtree
- Adds data to the accumulator
- Propagate a node
- Update the value at index px
- Append a sample to the memory
- Calculate action for given state
- Update the target model
per Key Features
per Examples and Code Snippets
def _modify_model_output_type_per_subgraph(model, subgraph_index,
signature_index,
inference_output_type):
"""Modify model output type per subgraph."""
subgraph
def mean_per_class_accuracy(labels,
predictions,
num_classes,
weights=None,
metrics_collections=None,
updates_
def _modify_model_input_type_per_subgraph(model, subgraph_index,
signature_index,
inference_input_type):
"""Modify model input type per subgraph."""
subgraph = mo
Community Discussions
Trending Discussions on per
QUESTION
Whenever I am trying to run the docker images, it is exiting in immediately.
...ANSWER
Answered 2021-Aug-22 at 15:41Since you're already using Docker
, I'd suggest using a multi-stage build. Using a standard docker image like golang
one can build an executable asset which is guaranteed to work with other docker linux images:
QUESTION
I tried to replace a character a
by b
in a given large string. I did an experiment - first I replaced it in the whole string, then I replaced it only at its beginning.
ANSWER
Answered 2022-Jan-31 at 23:38The functions provided in the Python re
module do not optimize based on anchors. In particular, functions that try to apply a regex at every position - .search
, .sub
, .findall
etc. - will do so even when the regex can only possibly match at the beginning. I.e., even without multi-line mode specified, such that ^
can only match at the beginning of the string, the call is not re-routed internally. Thus:
QUESTION
I have an java app (JDK13) running in a docker container. Recently I moved the app to JDK17 (OpenJDK17) and found a gradual increase of memory usage by docker container.
During investigation I found that the 'serviceability memory category' NMT grows constantly (15mb per an hour). I checked the page https://docs.oracle.com/en/java/javase/17/troubleshoot/diagnostic-tools.html#GUID-5EF7BB07-C903-4EBD-A9C2-EC0E44048D37 but this category is not mentioned there.
Could anyone explain what this serviceability category means and what can cause such gradual increase? Also there are some additional new memory categories comparing to JDK13. Maybe someone knows where I can read details about them.
Here is the result of command jcmd 1 VM.native_memory summary
ANSWER
Answered 2022-Jan-17 at 13:38Unfortunately (?), the easiest way to know for sure what those categories map to is to look at OpenJDK source code. The NMT tag you are looking for is mtServiceability. This would show that "serviceability" are basically diagnostic interfaces in JDK/JVM: JVMTI, heap dumps, etc.
But the same kind of thing is clear from observing that stack trace sample you are showing mentions ThreadStackTrace::dump_stack_at_safepoint
-- that is something that dumps the thread information, for example for jstack
, heap dump, etc. If you have a suspicion for the memory leak in that code, you might try to build a MCVE demonstrating it, and submitting the bug against OpenJDK, or showing it to a fellow OpenJDK developer. You probably know better what your application is doing to cause thread dumps, focus there.
That being said, I don't see any obvious memory leaks in StackFrameInfo
, neither can I reproduce any leak with stress tests, so maybe what you are seeing is "just" thread dumping over the larger and larger thread stacks. Or you capture it when thread dump is happening. Or... It is hard to say without the MCVE.
Update: After playing with MCVE, I realized that it reproduces with 17.0.1, but not with either mainline development JDK, or JDK 18 EA, or JDK 17.0.2 EA. I tested with 17.0.2 EA before, so was not seeing it, dang. Bisection between 17.0.1 and 17.0.2 EA shows it was fixed with JDK-8273902 backport. 17.0.2 releases this week, so the bug should disappear after you upgrade.
QUESTION
I have a Python 3 application running on CentOS Linux 7.7 executing SSH commands against remote hosts. It works properly but today I encountered an odd error executing a command against a "new" remote server (server based on RHEL 6.10):
encountered RSA key, expected OPENSSH key
Executing the same command from the system shell (using the same private key of course) works perfectly fine.
On the remote server I discovered in /var/log/secure
that when SSH connection and commands are issued from the source server with Python (using Paramiko) sshd complains about unsupported public key algorithm:
userauth_pubkey: unsupported public key algorithm: rsa-sha2-512
Note that target servers with higher RHEL/CentOS like 7.x don't encounter the issue.
It seems like Paramiko picks/offers the wrong algorithm when negotiating with the remote server when on the contrary SSH shell performs the negotiation properly in the context of this "old" target server. How to get the Python program to work as expected?
Python code
...ANSWER
Answered 2022-Jan-13 at 14:49Imo, it's a bug in Paramiko. It does not handle correctly absence of server-sig-algs
extension on the server side.
Try disabling rsa-sha2-*
on Paramiko side altogether:
QUESTION
I have this output :
[Pandas-profiling] ImportError: cannot import name 'ABCIndexClass' from 'pandas.core.dtypes.generic'
when trying to import pandas-profiling in this fashion :
...ANSWER
Answered 2021-Aug-09 at 19:19Pandas v1.3 renamed the ABCIndexClass
to ABCIndex
. The visions
dependency of the pandas-profiling
package hasn't caught up yet, and so throws an error when it can't find ABCIndexClass
. Downgrading pandas to the 1.2.x series will resolve the issue.
Alternatively, you can just wait for the visions
package to be updated.
QUESTION
I have been struggling all morning with this issue and couldn't find the solution anywhere. I am new to typescript, and I am trying to set it up properly with Eslint and Prettier to ensure the code is properly formated.
So, the issue I am facing when creating functional components. As per the cheatsheet, I am trying to export a simple component such as:
...ANSWER
Answered 2021-Nov-11 at 16:43Ok, so I don't know if it is the correct answer, but finally changing the settings in Eslint helped me to change the type of function for Components. I added the following rule to my .eslintrc.js file:
QUESTION
I've run into this issue today, and it's only started today. Ran the usual sequence of installs and pushes to build the app...
...ANSWER
Answered 2021-Nov-20 at 19:28I am following along with the Amplify tutorial and hit this roadblock as well. It looks like they just upgraded the react components from 1.2.5 to 2.0.0 https://github.com/aws-amplify/docs/pull/3793
Downgrading ui-react
to 1.2.5 brings back the AmplifySignOut and other components used in the tutorials.
in package.json:
QUESTION
ANSWER
Answered 2021-Dec-11 at 20:39The following might do the trick:
Set up your own shortcut for Maximize Console
- Go to Tools -> Modify Keyboard Shortcuts
- Filter: Search for Maximize Console
- Under Shortcut add your own shortcut such as
Ctrl C M
for Console Maximize
Keep left side for Source ONLY (if you think that it OK).
- Go to Preferences (
Command ,
) - Go to Pane Layout and deselect all in the lower-left corner
The History panel that you had to deselct from the Source side you can add to the lower-right panel; and then open it using control 4
. And you can do the same for the Help panel, which you open using Control 3
QUESTION
I am plotting some multivariate data where I have 3 discrete variables and one continuous. I want the size of each point to represent the magnitude of change rather than the actual numeric value. I figured that I can achieve that by using absolute values. With that in mind I would like to have negative values colored blue, positive red and zero with white. Than to make a plot where the legend would look like this:
I came up with dummy dataset which has the same structure as my dataset, to get a reproducible example:
...ANSWER
Answered 2021-Dec-08 at 03:15One potential solution is to specify the values manually for each scale, e.g.
QUESTION
When running this simple program, different behaviour is observed depending on the compiler.
It prints true
when compiled by GCC 11.2, and false
when compiled by MSVC 19.29.30137 with the (both are the latest release as of today).
ANSWER
Answered 2021-Dec-08 at 16:06GCC and Clang report that S
is trivially copyable in C++11 through C++23 standard modes. MSVC reports that S
is not trivially copyable in C++14 through C++20 standard modes.
N3337 (~ C++11) and N4140 (~ C++14) say:
A trivially copyable class is a class that:
- has no non-trivial copy constructors,
- has no non-trivial move constructors,
- has no non-trivial copy assignment operators,
- has no non-trivial move assignment operators, and
- has a trivial destructor.
By this definition, S
is trivially copyable.
N4659 (~ C++17) says:
A trivially copyable class is a class:
- where each copy constructor, move constructor, copy assignment operator, and move assignment operator is either deleted or trivial,
- that has at least one non-deleted copy constructor, move constructor, copy assignment operator, or move assignment operator, and
- that has a trivial, non-deleted destructor
By this definition, S
is not trivially copyable.
N4860 (~ C++20) says:
A trivially copyable class is a class:
- that has at least one eligible copy constructor, move constructor, copy assignment operator, or move assignment operator,
- where each eligible copy constructor, move constructor, copy assignment operator, and move assignment operator is trivial, and
- that has a trivial, non-deleted destructor.
By this definition, S
is not trivially copyable.
Thus, as published, S
was trivally copyable in C++11 and C++14, but not in C++17 and C++20.
The change was adopted from DR 1734 in February 2016. Implementors generally treat DRs as though they apply to all prior language standards by convention. Thus, by the published standard for C++11 and C++14, S
was trivially copyable, and by convention, newer compiler versions might choose to treat S
as not trivially copyable in C++11 and C++14 modes. Thus, all compilers could be said to be correct for C++11 and C++14.
For C++17 and beyond, S
is unambiguously not trivially copyable so GCC and Clang are incorrect. This is GCC bug #96288 and LLVM bug #39050
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install per
You can use per like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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