avalanche | Avalanche - OpenCL deep learning framework with a backend | Machine Learning library
kandi X-RAY | avalanche Summary
kandi X-RAY | avalanche Summary
an open computing standard. This allows Avalanche to work on pretty much any GPU, including the ones made by Intel and AMD, even quite old models. The project was created as an attempt to better understand how modern deep learning frameworks like TensorFlow do their job and to practice programming GPUs. Like any decent deep ML framework these days, Avalanche is based on a computational graph model. It supports automatic differentiation, broadcasted operations, automatic memory management, can utilize multiple GPUs if needed. The framework also works a backend for Keras, so if you know Keras, you can begin to use Avalanche without the need to learn anything about it. Please note, however, that this project is highly experimental and it lacks many features typical for more mature projects. So if you’re new in the field, better try something like TensorFlow, PyTorch or PlaidML first (the last one if you need supports of OpenCL).
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Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of avalanche
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Trending Discussions on avalanche
QUESTION
I want to define two constant labels with two static values , I refered official blog, https://blog.freshtracks.io/load-testing-prometheus-metric-ingestion-5b878711711c
Also using help, docker run quay.io/freshtracks.io/avalanche --help
I got to know that it's like below , but I tried with several combinations of it but I'm not sure how to define it.
...ANSWER
Answered 2021-May-21 at 12:56You can define like below.
QUESTION
I was trying to improve my random forest classifier parameters, but the output I was getting, does not look like the output I expected after looking at some examples from other people.
The code I'm using:
...ANSWER
Answered 2021-Apr-19 at 14:44You are getting that output because of verbose=2. The higher its value, the more text it will print. These text prompts are not the results. They just tell you what models the search is currently fitting to the data.
This is useful to see the current progress of your search (sometimes it can take days, so it's nice to know what part of the process the search is currently at). If you do not want this text to appear, set verbose=0.
You have not gotten the expected result yet because rf_random is still fitting models to the data.
Once your search has finished use rf_random.best_params_ to get the output you want.
QUESTION
I have the following pandas dataframe, only showing one column
...ANSWER
Answered 2021-Mar-09 at 09:10^\S+(?=\s\S+$)
This regex gives you the first word of all teamnames that only consist of two words. The others you have to sort manually, because there is no way to tell just by pattern if the middle word is part of the city or the teamname.
QUESTION
I am trying to install the latest version of the Ansible Records Analyzer server on an alpine Linux I made sure that all requirements are well installed ( Django, GCC,python3, Pypi, ansible) the install went well except for a warning about the absence of root PATH on the PATH variable which I fixed: The warning :
...ANSWER
Answered 2021-Mar-09 at 07:38Well I managed to overcome this issue, the problem was in dynaconf the current version 3.1.3 doesn't read the conf files properly which fails in the server run.
Meanwhile, the only workaround is to install the previous version of dynaconf :
QUESTION
I am looking to access dictionary values and append them to an existing dataframe. My dictionary goes like this: data -> (10 different games) -> each games has (commence_time,home_team,sites,sites_count,sport_key,sport_nice,teams) -> each site (~17 sites total) has -> (last_update,odds,site_key,site_nice) then odds has -> h2h which contains two numbers
I wish to:
- loop through the dictionary "data"
- find h2h odds values for a specific 'site'
- append these to an existing dataset with team names
Please advise. Thanks!
...ANSWER
Answered 2021-Feb-17 at 19:45You were almost right in your code. You had to do out = out.append({...}, index=False) for the dict that you wanted to append. There was some logic mistake in your code. I fixed it below (along with some fixed for readibility):
QUESTION
Select MAX(CONTRACT_END-CONTRACT_START), JOB_DESC, EMP_NAME
FROM CONTRACT join JOB on CONTRACT_JOB = JOB_ID
join EMPLOYER on CONTRACT_CLIENT = EMP_ID
WHERE CONTRACT_END is not NULL
GROUP BY JOB_ID,JOB_DESC,EMP_NAME
ANSWER
Answered 2020-Dec-24 at 01:14I suspect that aggregation is not doing something useful in your code. If you want the contract with the longest duration, you can just order by and fetch:
QUESTION
I am having an issue with Mapbox GL JS v2. I have a geojson dataset that mostly renders correctly in the map, but certain features won't render correctly with the "fill" layer style. The fill doesn't "show" up until you zoom way in and even then it kind of flickers around. I know the geojson is valid (at least according to geojsonlint.com. I have linked to a js fiddle showing the issue with one of the features. I thought at first it might be just related to my implementation, but it still happens when I modified a Mapbox example. Any help would be appreciated!
Thanks!
...ANSWER
Answered 2020-Dec-21 at 09:13The error is that you described a wrong geojson feature because you described it as a Polygon when it's a MultiPolygon. If a Polygon receives multiple arrays, the first coords array is the main shape and the rest of the arrays are substracted to the main shape. In your case you have 3 Polygons and you want them be part of the same shape, so you need to use MultiPolygon that has an extra array children per node...
Long story short... you need this fiddle I have created with your sample...
I only structured well your feature polygons. Code is below:
QUESTION
Actually I want to use c4 to generate the c4 id for the video files, So I found the below repo which is developed to do this thing, So I clone this repo
https://github.com/Avalanche-io/c4/tree/v0.7.0
Now as suggested in this answer from stack overflow: Not able to install cmd version of c4 from github
I execute the following command in my ubuntu terminal
ANSWER
Answered 2020-Dec-20 at 16:05main.go file is not able to find the package github.com/avalanche-io/c4/id inside /home/vinay/go/src/github.com/avalanche-io/c4/id , As I can see you have run the following go get commands
QUESTION
Given a test.json file with content as follows:
ANSWER
Answered 2020-Nov-02 at 07:35Why don't you just load it in the first place and then do whatever you want to it? something like this
QUESTION
I am trying to get all the links from this page to the incident reports, in a csv format. However, as they don't seem to be "real links" (if you open in new tab then you receive an "about:blank" error). They do have their own links - visible in inspect element. I'm pretty confused. I did find some code online to do this, but just got "Javascript.void()" as every link.
Surely there must be a way to do this?
...ANSWER
Answered 2020-Oct-25 at 23:13Look at the onclick property of this link and get "real" address from them.
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Install avalanche
[A C++14 compliant compiler](https://en.cppreference.com/w/cpp/compiler_support)
CMake >= 3.3
Python >= 3.6.1
OpenCL libraries / drivers installed
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