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Besides some great tooling out there if you wanted to roll your own, you can literally rent windows/linux computers, with persistent disks. If you have good int
by nomel 3y ago
Besides some great tooling out there if you wanted to roll your own, you can literally rent windows/linux computers, with persistent disks. If you have good internet, you can even use it as a gaming PC, as I do.
- haliskerbas 3y agoWhat sort of frame rate and cost do you get? I have the highest tier GeForce now subscription and it sometimes drops to horrible conditions.
- itake 3y agoIs there an easy way to off-board the persistent disk to cheaper machines when you don't need the gpus? Like imagine, setting up and installing everything with the gpu attached, but when you're not using the gpu or all the cpu cores, you can disconnect them. If you have docs on how to do this, please let me know.
- helsinkiandrew 3y agoWith AWS (and probably most other cloud VPC services) the disk is remote from the hardware so you can halt the CPU and just pay for the storage until you restart. AWS also provides accessible datasets of training data: https://aws.amazon.com/marketplace/search/results?trk=868d8747-614e-4d4d-9fb6-fd5ac02947a8&sc_channel=el&FULFILLMENT_OPTION_TYPE=DATA_EXCHANGE&CONTRACT_TYPE=OPEN_DATA_LICENSES&filters=FULFILLMENT_OPTION_TYPE%2CCONTRACT_TYPE https://aws.amazon.com/marketplace/search/results?trk=868d87...
- cmgbhm 3y agohttps://towardsdatascience.com/stop-duplicating-deep-learning-training-datasets-with-amazon-ebs-multi-attach-d9f61fdc1de4 https://towardsdatascience.com/stop-duplicating-deep-learnin... This is basically the building blocks.