BLIP | Official Implementation of CVPR2021 paper | Machine Learning library
kandi X-RAY | BLIP Summary
kandi X-RAY | BLIP Summary
Official Implementation of CVPR2021 paper: Continual Learning via Bit-Level Information Preserving
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Top functions reviewed by kandi - BETA
- Evaluate appo objective function
- Evaluate an actor
- Create an environment
- Create envs for vectors
- Estimate theisher function
- Update Fisher layer
- Serialize the model to the given device
- Update the objective function
- Generate recurrent rewards
- Generate a feed - forward generator
- Calculate the total capacity of the given model
- Generate the critic
- Argument parser
- Make the necessary directories
- Save the model to the given device
- Perform the forward computation
- Evaluate the given action
- Calculate the action
- Prints a summary of the model
- Synchronize weight and bias
- Calculates the critic action
- Download the file
- Download the archive
- Perform the forward algorithm
- Create envs
- Initialize a training set
- Print out the accuracy and loss
BLIP Key Features
BLIP Examples and Code Snippets
Lines of Code : 6License : Permissive (MIT)
Copy@article{shi2021continual,
title={Continual Learning via Bit-Level Information Preserving},
author={Shi, Yujun and Yuan, Li and Chen, Yunpeng and Feng, Jiashi},
journal={arXiv preprint arXiv:2105.04444},
year={2021}
}
python run_blip.py --approach blip --experiment mnist5 --lr 0.01 --sbatch 64 --F-prior 1e-15 --nepochs 200
python run_blip.py --approach blip --experiment pmnist --lr 0.01 --sbatch 64 --F-prior 1e-15 --nepochs 200
python run_blip.py --experiment ci python generate_train_test_split.sh
python run_blip.py --F-prior 5e-16 --lr 0.01 --momentum 0.0 --mul 1 --sbatch 32 --seed 0 --ntasks 20 --arch alexnet
python run_blip.py --F-prior 1e-16 --lr 0.01 --momentum 0.0 --mul 1.5 --sbatch 32 --seed 0 --nta Community Discussions
Trending Discussions on BLIP
QUESTION
I am learning Kotlin, have done apps in Java before. I now have an activity with an Toolbar, NavigationView and a FragmentView. As I understand this: Fragment Tutorial, it is enough to state the Fragment in the xml file.
I have this activity_main.xml file:
ANSWER
Answered 2021-Jun-05 at 12:05There are two things I would like to suggest here.
- First if possible get back to
ConstraintLayoutas in your last answer. It is not necessary for sure, but would recommend. - Second the blipping might be cause by the difference in
elevationsince theelevationofNavigationViewis different.
So I suggest you add the following to your FragmentContainerView
QUESTION
I've noticed a strange blip with Python Turtle Graphics when using Screen.setworldcoordinates(). For some reason when I click on the window title bar after running the code below, there is a small but perceptible shift of the contents of the window. Can anyone please explain this phenomenon, and let me know if there is way to avoid it? I'm on Windows 10 with Python 3.8.
ANSWER
Answered 2021-May-21 at 22:21turtle comes with it's own default config, that uses 50% of your monitor width, and 75% of it's height.
QUESTION
So I'm using Leaflet Search and a bunch of invisible leaflet markers to reference a bunch of street names that way it's easier for a user to find a street location and the nearest markers to those street locations, the issue is is the following; My invisible markers that the user is not suppose to see are covering up the actual visible markers that the user is suppose to see and be able to click on.
Here's the code I wrote for the invisible markers (you can ignore the variable iconLocation as it's basically just an invisible icon):
...ANSWER
Answered 2021-May-01 at 18:47You want to use one of the marker options, when you're setting the marker, to set the Z-Index
QUESTION
Looking for help or ideas here. Possible I'm doing something wrong or maybe someone has an idea they can help with.
I have finally figured out and successfully implemented two separate Syncfusion DataGrids. They work perfectly and do exactly what I need and want, albeit in a very complex manner compared to DataTable. Sorry had to put that plug in there. Anyway, I have the datagrid being loaded in a screen. When I go to that screen the datagrid displays and my cpu temp as well as fan speeds skyrocket very fast (one degree C every 2 seconds) until 85 degrees + where I stop the simulator or navigate to another screen. Either actions almost immediately curtail cpu temp which falls after navigation or stop. This is like clock work, navigate to datagrid screen- temps rise, navigate away- temps fall.
The culprit looks to be the "runner" as suggested by activity monitor (macbook pro) which begins using 75% + cpu.
Anyone have any helpful ideas they could suggest? I have no idea what to try, getting no outputs or errors. Also the datagrid has almost no data in it. I'm talking like 4 rows and 5 cells of super simple data... No reason this should be happening. DataTable with 50X the amount of data didn't even blip cpu...
Also question, anyone else have this issue with Syncfusion DataGrid?
EDIT: Same issue when launching with Android Studio or VS Code...
EDIT II: Running on physical iphone does not produce the same issue.
My code for the DataGrid:
...ANSWER
Answered 2021-Apr-04 at 21:53it seems that this is a known issue on macos :
https://github.com/flutter/flutter/issues/59327
i dont think that it has a solution yet , but in the issue they referred the problem to be an animation related one !
QUESTION
I am looking for the best WS solution for IoT project. I am currently testing my options with Web Sockets. I have tried so far two NPM libraries 'ws' and 'websockets'. They worked great both NodeJS and ReactJS implementation was simple. I am now trying websocket.io. Reading the documentation I struggle to create even a simple working example copying the code directly from the documentation. Since the test code is so simple, I am really confused especially after the positive experience with two previous packages. I am pretty sure I am doing something wrong but I am unable to spot my mistake. I am really thankful for anyone helping to spot what am I not doing right.
NodeJS server instance listening on port 8000 (based on example here: https://socket.io/docs/v4/server-initialization/) :
...ANSWER
Answered 2021-Mar-29 at 19:39It seems you have CORS problem when in polling transport mode, So you can use Socket.io standalone server like this when you are using polling:
QUESTION
I installed gganimate on Rstudio and followed the examples on their vignette:
ANSWER
Answered 2021-Mar-11 at 22:56Try this: animate(anim, renderer = magick_renderer())
QUESTION
This code block tries to verify the last blip of a string to the samaccountname of members in a Security Group have corresponding 'Report to $' groups, if a $ in a group name is not found in a security group then remove the Report to AD group...
That's not the best explanation in the world.. the code might make more sense:
...ANSWER
Answered 2021-Feb-23 at 21:25Because you are retrieving a string array using
QUESTION
I am considering setting the retries mechanism to cover for network blips here and there, for which I think if the retries mechanism covers a few mins, say 2-5, that will be enough for minor network issues.
As per the answer to this question and the docs the configs to be set are mainly retries, max.in.flight.requests.per.connection (recommended to be set to 1 by kafka), retry.backoff.ms and delivery.timeout.ms.
My concern is that setting max.in.flight.requests.per.connection to 1 might have performance implications? Anyone has experience with that? What is the default number of connnections a kafka producer makes with a broker cluster? I couldn't find something online about it.
ANSWER
Answered 2021-Feb-09 at 22:53max.in.flight.requests.per.connection
Indeed, this is one of the most important configuration parameters regarding producer's performance, specifically producer's throughput and latency. This parameter controls the maximum number of unacknowledged requests the producer will send to a certain partition on a single connection before blocking.
In other words, it will send a single request, and until acks are received, it won't send another request to the broker (for that partition). As a suggestion, if you don't require all messages to be ordered, do not set this parameter to 1.
Regarding retries and its link to this param:
Allowing retries without setting max.in.flight.requests.per.connection to 1 will potentially change the ordering of records because if two batches are sent to a single partition, and the first fails and is retried but the second succeeds, then the records in the second batch may appear first.
So it's not really recommended to be set to 1 by kafka; It is recommended when you require an ordered delivery. If you don't require this to happen, do not set max.in.flight.requests.per.connection to 1, as your producer's throughput will indeed be decreased.
In resume: set it to one only if you are looking for ordered delivery of event.
In this test, throughput and latency show a decent improvement when increasing max.in.flight.requests from 1 to just 2.
acks
There is another param that also is involved here, together with those you already quoted, the number of acks set.
For example, acks = 0 will make both retries and max.in.flight params be completely irrelevant, as the producer will not wait for any ack from any broker, and will assume every request was successfull. Just like an UDP sender.
With acks=0:
1- retries does not take effect as there is no way to know if any failure occurred.
2- max.in.flight does not take effect as there is no possible unacknowledged requests whatsoever.
Setting the acks higher than 0, for example, acks=2, will have a direct impact on the performance as well, because for a request to be identified as successfull, 2 acks will have to be received from the cluster. This means, for example, that the blocking time of a producer which specifies only 1 in flight request will usually increase, as it will have to wait for 2 ack messages before unblocking and being able to send the next request for that partition.
Idempotence
There's another concept regarding your question, which is the idempotent producer. This may be the optimal option to achieve a balance between performance and efficiency.
Let's imagine you set some retries in order to guarantee a message arrived properly. The broker receives the message, and when it sents you the ack, a network error makes your producer not to receive it. If retries are set, the producer will send again the same message, creating a duplicate message in the broker.
Kafka 0.11.0 includes support for idempotent and transactional capabilities in the producer. Idempotent delivery ensures that messages are delivered exactly once to a particular topic partition during the lifetime of a single producer
An idempotent producer has a unique producer ID and uses sequence IDs for each message, which allows the broker to ensure it is committing ordered messages with no duplication, on a per partition basis.
This idempotent producer, in newer versions of Kafka clients, come as default with 5 max.in.flight.requests, increasing the performance from the "old" way to ensure delivered order. That's also the max value for the idempodent producer (from 1 to 5 is the valid range of in flight requests),It is, in resume, the best option if you require an ordered, safe pipeline, while keeping the producer's perfomance high.
The idempotent producer leads to the exactly once semantics concept, explained deeper in the link.
Design for max.in.flight > 1 with idempotence enabled
In resume, you should judge what your use case's requirements are. Questions like:
Is ordered delivery required?
Are duplicate messages something acceptable?
Do you value throughput and latency to a point where some messages lost/unordered is acceptable?
May the idempotent producer be the answer to your requirements, in order to achieve a balance between performance and message ordering/successfull request guarantees?
This presentation resumes more or less the impact of these configurations on the producer side, it's worth having a look.
QUESTION
I'm using Spyder to create a web scraper, and things are moving smoothly so far. As a rookie, Spyder's Code Analysis function is something I find useful for improving the standard of my code. However, while I usually understand its instructions/recommendations, I've recently run into a bit of a blip. I'll post some sample code first:
...ANSWER
Answered 2020-Nov-19 at 12:43You've misunderstood. The warning isn't talking about any of the functions you are calling. It's referring to your use of the return keyword.
This function:
QUESTION
I have trouble creating a Word Document (openXML) and adding an image to it. I already tried a lot with code snippets i found only as well as the offical MS Documentation (https://docs.microsoft.com/de-de/office/open-xml/how-to-insert-a-picture-into-a-word-processing-document).
To get this working I basically copied the complete Code from the Link above and wrapped 2 WPF FileDialogs around to create a Document first, and then choose the Image to add. I also add some text before the image to check if accessing the document works in general.
Everything compiles and runs without errors. However the created Document only has my text and no sign of the image. I often read about people having errors like "a red X" or some sign of the ressource of an added image being missing, but for me the document simply contains nothing but the added text. HOWEVER when i open the Document as an archive (using winrar for example) I can see the image i have chosen is placed inside the "media" folder in my Document.
Why is nothing displayed when I open the document in an office application?
Below is my Code but its basically from the offical SDK:
...ANSWER
Answered 2020-Oct-17 at 23:04Ok I figured it out myself:
I was using the wrong Namespace for Drawing. Thats it.
Funny how this didnt produce any errors at all but did not work.
So if you have this Problem here is what I changed:
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