tensorrt_demos VS gitlab-foss

tensorrt_demo github repository

https://github.com/NVIDIA-AI-IOT/torch2trt <- pretty straightforward https://github.com/jkjung-avt/tensorrt_demos <- this helped me a lot

> I'll also add a caveat that toolage for Jetson boards is extremely incomplete.

A hundred times this. I was about to write another rant here but I already did that[0] a while ago, so I'll save my breath this time. :)

Another fun fact regarding toolage: Today I discovered that many USB cameras work poorly on Jetsons (at least when using OpenCV), probably due to different drivers and/or the fact that OpenCV doesn't support ARM64 as well as it does x86_64. :(

> They supply you with a bunch of sorely outdated models for TensorRT like Inceptionv3 and SSD-MobileNetv2 and VGG-16.

They supply you with such models? That's news to me. AFAIK converting something like SSD-MobileNetv2 from TensorFlow to TensorRT still requires substantial manual work and magic, as this code[1] attests to. There are countless (countless!) posts on the Nvidia forums by people complaining that they're not able to convert their models.

[0]: https://news.ycombinator.com/item?id=26004235

[1]: https://github.com/jkjung-avt/tensorrt_demos/blob/master/ssd... (In fact, this is the only piece of code I've found on the entire internet that managed to successfully convert my SSD-MobileNetV2.)

It was some work getting compiled on nano but I used this guy's work to get started. https://jkjung-avt.github.io/tensorrt-yolov4/ and https://github.com/jkjung-avt/tensorrt_demos

* Gitlab EE (enterprise edition) is closed, but Gitlab CE (community edition) is open source (https://gitlab.com/gitlab-org/gitlab-foss/)

* I didn't follow the Gitea drama too closely, but my understanding is that Forgejo was a fork born out of that situation

* I've heard the SourceHut guy is a controversial figure, so avoiding it because of that isn't unreasonable. I will just say that "spite forks" tend not to last very long

Gitlab uses an UrlBlocker class to prevent malicious users from exploiting SSRF via the webhook URL. This class validates the URL and blocks everything which is a local network, but before the 11.5.1 version, they didn't think about an IPv6 format, which maps to IPv4: [0:0:0:0:0:ffff:127.0.0.1]. Replacing the part of 127.0.0.1 to any IP address also worked, and this vulnerability made it possible to send requests to the internal network of a GitLab instance. You can read the issue report here: (https://gitlab.com/gitlab-org/gitlab-foss/-/issues/53242 )[https://gitlab.com/gitlab-org/gitlab-foss/-/issues/53242]

I recommend Auto DevOps and hooking your project up to the Kubernetes cluster. Auto DevOps is a standard CI/CD template that GitLab uses by default when .gitlab-ci.yml is not present. It can automatically package up certain types of applications, including those with a Dockerfile in the root of the repo. If the project is hooked up to a Kubernetes cluster and all the right variables are present, it builds that docker image and then fills in a Helm chart template containing that image and deploys it to the cluster.

Thanks. This was also requested for the UI 7 years ago

https://gitlab.com/gitlab-org/gitlab-foss/-/issues/12776

and then closed with the claim that this was implemented, when in fact, it was not.

Similar to fsync, these are designed to ensure data integrity, but in a test setup, they don't matter. You can read more about these in the Postgres doc on non-durability. and explore some benchmarks from Gitlab here. Interestingly, CircleCI's old Postgres images had these features disabled by default, but the newer ones don't seem to.

Most all of those things are possible with Argo Workflows or Tekton with very great effort. But a sustainable system with all the features built-in.

If you wish to clone a copy of GitLab without proprietary code, you can use the read-only mirror of GitLab located at https://gitlab.com/gitlab-org/gitlab-foss/. However, please do not submit any issues and/or merge requests to that project.

GitLab versions 10.7 and later, allow the HTTP(S) protocol for Git clone or fetch requests done by GitLab Runner from CI/CD jobs, even if you select Only SSH.

it sure does