I got a taste of Navicat (Paid Software) and I wish I hadn't because being able to control everything in one place with a good SSH support and wide support for all including SQlite and Redis in a unified interface, being able to transfer between servers and take dumps at the comfort of a single software feels like a blessing.
I suggested the Navicat team to put in Redis support in 2020 and they put in a ticket to their Dev team. And in 2023 they added support for Redis and emailing me back saying they did it and released it. I was kinda in disbelief and happy.
But, I love their backup and restore option
Paid software can be good, the problem is that the incentives aren't for it to continue being good and improving over a long period of time. The paid products that are able to maintain quality and vision are the exception.
Seconded, although some still go for under-the-counter 6 stage water filtration systems with a small tank for drinking water. There are also 4 stage filters for the water as soon as it enters the house (very basic ones that do not restrict the waterflow as much compared to the drinking water filters) and 2 stage under sink solutions you can use on a per-sink base. I have seen people use all kinds but rarely.
We used DeepFreeze in our smartboards, It would lock onto a disk state and until unlocked would revert the system back to the locked state after every shutdown/reboot.
Simply replacing the 3090's with 4090's would provide a major performance uplift assuming your model fits. (I have rented both 3090 and 4090 systems online for research, this comment is based on my personal experience, it is well worth the price increase and the hourly rate for the inference speed you get)
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