nimble | Lightweight and Parallel Deep Learning Framework | Machine Learning library

by snuspl C++ Version: Current License: Non-SPDX

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kandi X-RAY | nimble Summary

nimble is a C++ library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. nimble has no bugs, it has no vulnerabilities and it has low support. However nimble has a Non-SPDX License. You can download it from GitHub.

Nimble is a deep learning execution engine that accelerates model inference and training by running GPU tasks (i.e., GPU kernels and memory operations) in parallel with minimal scheduling overhead. Given a PyTorch DL model, Nimble automatically generates a GPU task schedule, which employs an optimal parallelization strategy for the model. The schedule is wrapped in a Nimble object and can be seamlessly applied to PyTorch programs. Nimble improves the speed of inference and training by up to 22.34× and 3.61× compared to PyTorch, respectively. Moreover, Nimble outperforms TensorRT by up to 2.81×. Training performance comparison on an NVIDIA V100 GPU.

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Quality

Security

License

Reuse

Support

nimble has a low active ecosystem.

It has 222 star(s) with 29 fork(s). There are 11 watchers for this library.

It had no major release in the last 6 months.

There are 16 open issues and 5 have been closed. On average issues are closed in 41 days. There are 1 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of nimble is current.

Quality

nimble has 0 bugs and 0 code smells.

Security

nimble has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

nimble code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

nimble has a Non-SPDX License.

Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

Reuse

nimble releases are not available. You will need to build from source code and install.

Installation instructions, examples and code snippets are available.

It has 335821 lines of code, 26599 functions and 1565 files.

It has medium code complexity. Code complexity directly impacts maintainability of the code.

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nimble Key Features

No Key Features are available at this moment for nimble.

nimble Examples and Code Snippets

No Code Snippets are available at this moment for nimble.

Community Discussions

Trending Discussions on nimble

No SSl/TLS CA certificates using nimble

Nim 1.4 Compile - Modify default compile flags on MacOS - issue with clang ld: library not found for -lrt

nimble : Warning: Using project local deps mode or how to switch deps mode for nimble

ESP32 esp-idf what is the sdkconfig.ci file used for?

Pythonic pip freeze in Nim or how to list installed packages?

Choose Your Own Adventure (redo)

How to control the size of a box within a container without having it squeezed?

Unable to find (local) image in cache when building derived image

python xor renders only zero?

How to get the string I put into a Error instance?

QUESTION

No SSl/TLS CA certificates using nimble

Asked 2022-Mar-02 at 15:42

I am using Msys2 to run and compile c/nim programs, I cloned a repo that has a .nim file that I want to run but didn't have ceration packages such as nimcrypto so I used the command

...

ANSWER

Answered 2022-Mar-02 at 15:42

Manually downloaded the cert to /usr/bin from this link

and this seems to solve the issue

Source https://stackoverflow.com/questions/71325130

QUESTION

Nim 1.4 Compile - Modify default compile flags on MacOS - issue with clang ld: library not found for -lrt

Asked 2022-Jan-15 at 14:42

For some reason on my Mac when I am using nim 1.4 with clang it always builds with the -lrt compile flag which breaks since that's not on Macs.

So every time I need to do nim c --listCmd [my nim file].nim, get the compile command and delete the -lrt before running again, which works fine.

There must be some setting that's making nim or nimble always include -lrt in the compile flags but I don't know how to go about troubleshooting this.

I'm stuck on 1.4 due to some {.requiresInit.} issues that break in 1.6.

MacOS 12.1 - ARM Nim 1.4

...

ANSWER

Answered 2022-Jan-15 at 14:42

Thanks to hola for finding out that one of my dependencies always passes -lrt, https://github.com/dfdeshom/nimrdkafka/blob/6d18bed51922fc44f3565566b67e35b37dc5ce70/nimrdkafka.nim#L48

Solution would have to be to modify that import.

Source https://stackoverflow.com/questions/70680615

QUESTION

nimble : Warning: Using project local deps mode or how to switch deps mode for nimble

Asked 2022-Jan-02 at 12:08

Happy new year, everyone ! :)

I tried to run nimble list -i command, but mistyped with nimble list -l and now when I run this nimble list -i command again to get all installed packages ...
I get:

Warning: Using project local deps mode

... and without list of installed packages.
I get the list of installed packages only when I change directory from C: to D:

Is it normal behavior ? Or do I have to be in the same directory as my Nim project folders to do this ?
Or did I break something with nimble list -l command ?

Update : I tried to run nimble list -l command on D: directory too, and now nimble list -i shows me same

Warning: Using project local deps mode

So, now my question is how to get rid of this deps mode for nimble ?

...

ANSWER

Answered 2022-Jan-02 at 12:08

I found how to fix this just by deleting nimbledeps directory from directory where I runned this command.

Sorry for stupid questions and stupid fixes. :D

Source https://stackoverflow.com/questions/70555624

QUESTION

ESP32 esp-idf what is the sdkconfig.ci file used for?

Asked 2021-Dec-18 at 23:22

Several of the examples in the esp-idf contain a sdkconfig.ci file (e.g. examples/bluetooth/nimble/blehr).

I understand the usage of sdkconfig.defaults but I can't find any reference to sdkconfig.ci in the Espressif build system API guide.

When should the .ci file be used and under what conditions are the configurations in it applied?

...

ANSWER

Answered 2021-Aug-05 at 06:27

sdkconfig.ci are configs used when building apps in their own CI system, so these by default won't do anything in your project.

Usually, we can set config values using menuconfig, and these will be saved to sdkconfig. If there is a need to set some default values ( without using menuconfig), then this is possible by adding a sdkconfig.default file, and then add the new options there.

Source https://stackoverflow.com/questions/68636836

QUESTION

Pythonic pip freeze in Nim or how to list installed packages?

Asked 2021-Dec-17 at 03:46

How to pip freeze command looks for Nim's package manager nimble ?

...

ANSWER

Answered 2021-Dec-17 at 03:46

For freezing with nimble command :

Source https://stackoverflow.com/questions/70388197

QUESTION

Choose Your Own Adventure (redo)

Asked 2021-Nov-19 at 22:25

I previously made a post about my issue on another account but promptly found out that I formatted the question incorrectly and did not provide enough information. In an attempt to "show the minimum amount of code" I excluded some code. I have now included more code. So I am here to do it correctly this time. I am new to both coding and to stackoverflow so my first attempt at a question was not very good.

I was assigned to do a "Choose Your Own Adventure" game using Javascript. I have two characters you are prompted to choose from at the beginning of the game. "SORA" and "KRATOS". For some reason, my "KRATOS" is not working.

When the player enters "KRATOS" they should then receive a new prompt that allows them to continue. This prompt is not showing up. However, when entering "SORA" the game works as intended.

My goal here is for players to be able to enter "KRATOS" and be able to continue on his adventure.

I believe I may have messed up with the IF statements but I am unsure. Thank you in advance for any help.

...

ANSWER

Answered 2021-Nov-19 at 22:25

you are trying to use a variable (game_2) that you have not declared, and when the code hits the if statement using it, it breaks and "throws" an error message that you can read in the console log. the line of code is:

Source https://stackoverflow.com/questions/70041357

QUESTION

How to control the size of a box within a container without having it squeezed?

Asked 2021-Nov-06 at 08:40

I am trying to understand why this does not work the way I imagine. I can find workarounds but see above my question.

...

ANSWER

Answered 2021-Nov-03 at 02:56

This is because your container div is using display: flex, so your components 'flex' depending on their contents and the other elements in the container.

You can fix it by either setting the min-width instead of width of the center div to 100px, or setting flex-shrink: 0; on the center class.

This:

Source https://stackoverflow.com/questions/69819095

QUESTION

Unable to find (local) image in cache when building derived image

Asked 2021-Aug-09 at 22:18

Error on new mac

When building a Docker image on a totally fresh new Macbook (M1 Apple chip) I get this:

...

ANSWER

Answered 2021-Aug-09 at 22:18

I faced a similar issue and found the advise in this git issue to be of use: https://github.com/docker/for-mac/issues/5419

Adding --platform=linux/amd64 to my FROM commands fixed the issue for me, so in your case it would be:

Source https://stackoverflow.com/questions/68611904

QUESTION

python xor renders only zero?

Asked 2021-Jul-06 at 19:04

im trying to implement a repeating key xor encryption scheme in python.

I have this implementation:

...

ANSWER

Answered 2021-Jul-06 at 19:01

As I mentioned in a comment, bytes(n) doesn't convert n to a byte, it creates a bytes object with n zeros. I'm sure the xor is working fine. Instead of:

Source https://stackoverflow.com/questions/68275891

QUESTION

How to get the string I put into a Error instance?

Asked 2021-Jul-04 at 10:11

Basicly I got this,

...

ANSWER

Answered 2021-Jul-04 at 10:09

override errorDescription var

Source https://stackoverflow.com/questions/68243495

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