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kandi X-RAY | publications Summary
kandi X-RAY | publications Summary
Publications from Trail of Bits
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@inproceedings{reimers-2019-sentence-bert,
title = "Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks",
author = "Reimers, Nils and Gurevych, Iryna",
booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Nat
@article {29db2248aba45e59:a31e374796869125,
author = {Fursin, Grigori and Kashnikov, Yuriy and Memon, Abdul Wahid and Chamski, Zbigniew and Temam, Olivier and Namolaru, Mircea and Yom-Tov, Elad and Mendelson, Bilha and Zaks, Ayal and Courtois, Er
$ mkdir mycslproject
$ cd mycslproject
[
{
"author": [
{
"family": "Doe",
"given": "James",
"suffix": "III"
}
],
"id": "item-1",
"issued"
"""
This example demonstrates how we can perform semantic search for scientific publications.
As model, we use SPECTER (https://github.com/allenai/specter), which encodes paper titles and abstracts
into a vector space.
When can then use util.seman
Community Discussions
Trending Discussions on publications
QUESTION
I have a table I've built in JavaScript that's basically a big list of publications, with a "year" header, followed by a row for each publication for that year:
...ANSWER
Answered 2021-Dec-06 at 00:32You could combine the :has
selector with the adjacent sibling selector (s1 + s2
).
So do something like:
QUESTION
Q1: The programming guide v11.6.0 states that the following code pattern is valid on Volta and later GPUs:
...ANSWER
Answered 2022-Feb-17 at 17:10Q1:
Why so?
This is an exceptional case. The programming guide doesn't give a complete description of the detailed behavior of __shfl_sync()
to understand this case (that I know of), although the statements given in the programming guide are correct. To get a detailed behavioral description of the instruction, I suggest looking at the PTX guide:
shfl.sync will cause executing thread to wait until all non-exited threads corresponding to membermask have executed shfl.sync with the same qualifiers and same membermask value before resuming execution.
Careful study of that statement may be sufficient for understanding. But we can unpack it a bit.
- As already stated, this doesn't apply to compute capability less than 7.0. For those compute capabilities, all threads named in member mask must participate in the exact line of code/instruction, and for any warp lane's result to be valid, the source lane must be named in the member mask and must not be excluded from participation due to forced divergence at that line of code
- I would describe
__shfl_sync()
as "exceptional" in the cc7.0+ case because it causes partial-warp execution to pause at that point of the instruction, and control/scheduling would then be given to other warp fragments. Those other warp fragments would be allowed to proceed (due to Volta ITS) until all threads named in the member mask have arrived at a__shfl_sync()
statement that "matches", i.e. has the same member mask and qualifiers. Then the shuffle statement executes. Therefore, in spite of the enforced divergence at this point, the__shfl_sync()
operation behaves as if the warp were sufficiently converged at that point to match the member mask.
I would describe that as "unusual" or "exceptional" behavior.
If so, the programming guide also states that "if the target thread is inactive, the retrieved value is undefined" and that "threads can be inactive for a variety of reasons including ... having taken a different branch path than the branch path currently executed by the warp."
In my view, the "if the target thread is inactive, the retrieved value is undefined" statement most directly applies to compute capability less than 7.0. It also applies to compute capability 7.0+ if there is no corresponding/matching shuffle statement elsewhere, that the thread scheduler can use to create an appropriate warp-wide shuffle op. The provided code example only gives sensible results because there is a matching op both in the if
portion and the else
portion. If we made the else
portion an empty statement, the code would not give interesting results for any thread in the warp.
Q2:
On GPUs with current implementation of independent thread scheduling (Volta~Ampere), when the if branch is executed, are inactive threads still doing NOOP? That is, should I still think of warp execution as lockstep?
If we consider the general case, I would suggest that the way to think about inactive threads is that they are inactive. You can call that a NOOP if you like. Warp execution at that point is not "lockstep" across the entire warp, because of the enforced divergence (in my view). I don't wish to argue the semantics here. If you feel an accurate description there is "lockstep execution given that some threads are executing the instruction and some aren't", that is ok. We have now seen, however, that for the specific case of the shuffle sync ops, the Volta+ thread scheduler works around the enforced divergence, combining ops from different execution paths, to satisfy the expectations for that particular instruction.
Q3:
Is synchronization (such as __shfl_sync, __ballot_sync) the only cause for statement interleaving (statements A and B from the if branch interleaved with X and Y from the else branch)?
I don't believe so. Any time you have a conditional if-else construct that causes a division intra-warp, you have the possibility for interleaving. I define Volta+ interleaving (figure 12) as forward progress of one warp fragment, followed by forward progress of another warp fragment, perhaps with continued alternation, prior to reconvergence. This ability to alternate back and forth doesn't only apply to the sync ops. Atomics could be handled this way (that is a particular use-case for the Volta ITS model - e.g. use in a producer/consumer algorithm or for intra-warp negotiation of locks - referred to as "starvation free" in the previously linked article) and we could also imagine that a warp fragment could stall for any number of reasons (e.g. a data dependency, perhaps due to a load instruction) which prevents forward progress of that warp fragment "for a while". I believe the Volta ITS can handle a variety of possible latencies, by alternating forward progress scheduling from one warp fragment to another. This idea is covered in the paper in the introduction ("load-to-use"). Sorry, I won't be able to provide an extended discussion of the paper here.
EDIT: Responding to a question in the comments, paraphrased "Under what circumstances can the scheduler use a subsequent shuffle op to satisfy the needs of a warp fragment that is waiting for shuffle op completion?"
First, let's notice that the PTX description above implies some sort of synchronization. The scheduler has halted execution of the warp fragment that encounters the shuffle op, waiting for other warp fragments to participate (somehow). This is a description of synchronization.
Second, the PTX description makes allowance for exited threads.
What does all this mean? The simplest description is just that a subsequent "matching" shuffle op can/will be "found by the scheduler", if it is possible, to satisfy the shuffle op. let's consider some examples.
Test case 1: As given in the programming guide, we see expected results:
QUESTION
In case we had the model:
...ANSWER
Answered 2022-Jan-27 at 10:48You can remove the related objects using this query:
QUESTION
Apologies for the bad title, struggling to think of another.
Currently, I have 2 tables, publication
and publicationStatus
.
A publication will looking something like:
...ANSWER
Answered 2022-Jan-18 at 15:18Unfortunately, I don't think it's possible to do what you're hoping directly with a Prisma Query at the moment. I can suggest two possible workarounds though:
Approach 1: Fetch the most recent publicationStatus
along with the publication
and check the status
inside your node application.
This is what the query would look like:
QUESTION
I borrowed the R code from the link and produced the following graph:
Using the same idea, I tried with my data as follows:
...ANSWER
Answered 2021-Dec-27 at 22:55You can do calculations within a function for the x and y values to construct the ggplot
which extends the circle all the way round and gives labels correct heights.
I've adapted a function to work with other datasets. This takes a dataset in a tidy format, with:
- a 'year' column
- one row per 'event'
- a grouping variable (such as country)
I've used Nobel laurate data from here as an example dataset to show the function in practice. Data setup:
QUESTION
I have a pandas DataFrameGroupBy (df_groups) that I have created by grouping another dataframe (df_pub) containing a list of publications by their day/month/year index.
...ANSWER
Answered 2021-Dec-23 at 15:18Use pd.to_datetime
:
QUESTION
We are running redis server on EC2 instance.
i can see in many publications that Redis Server is vulnerable to the log4shell exploit, but can't see any documentation or any official about that.
What should I do in order to protect my redis server instance to be in-vulnerable for this exploit?
...ANSWER
Answered 2021-Dec-12 at 21:27Redis Server does not use Java and is therefore not impacted by this vulnerability.
See more here: https://redis.com/security/notice-apache-log4j2-cve-2021-44228/
QUESTION
ANSWER
Answered 2021-Dec-12 at 03:25You are binding all inputs to a single property comment.text
. You should create one property for each input and bind input with it.
QUESTION
I am trying to get a jar generated so I can use it as a dependency for a different project.
In the build.gradle, I have defined the maven-publish id and the publishing tasks, but only the following files are generated - but I need the custom-codegen-0.0.1-SNAPSHOT.jar
ANSWER
Answered 2021-Nov-13 at 03:30Unless you are creating a Spring Boot application, the Spring Boot Gradle plugin should not be applied. It is not meant for creating Spring Boot libraries or Spring libraries in general. It is for creating Spring Boot applications. The Spring Boot Gradle plugin reacts to various plugins applied to the project as documented in the documentation.
Second if you want your published artifact to be consumed by another, then you should use the java-library
instead.
With the said, your Gradle build should look something like:
QUESTION
I discovered to day that the published artifact didn't include my shaded libraries. I would like to have them inside so I decided to edit my publishing section inside my build.gradle
...ANSWER
Answered 2021-Oct-27 at 02:28components.java
should contains the shadow jar and the original jar, so simply remove the artifact shadowJar
line will work.
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Vulnerabilities
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Install publications
You can use publications 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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