mark95476
Active Member
It looks like over 11k people on FSDbeta.
I started taking FSDbeta out at night when traffic was minimal and I ran into a bunch of problems like phantom braking and random slow-downs. It's been >1 week and it's gotten so much better. Last night was absolutely perfect, even after disabling auto high-beams.
Speculating--
I don't think FSDbeta's NNs get reset before/after each drive. This makes it harder to repro issues, unfortunately.
Some NNs output probabilities so I'm thinking weights get updated adaptively resulting in better predictions the more you drive (less likely to brake unexpectedly in this case). So if FSDbeta braked and the driver performed an override then FSDbeta knows it made an error and adjusts its NNs to reduce the likelyhood of making that same error.
I want to see what happens with 10.3.1 to 10.4. I wonder if my 10.3.1's NN states are going to be used for initializing 10.4 NNs or do they get reset to some default and I need to drive around for a bit. It's going to be hard to tell as 10.4 NNs are probably going to change.
I started taking FSDbeta out at night when traffic was minimal and I ran into a bunch of problems like phantom braking and random slow-downs. It's been >1 week and it's gotten so much better. Last night was absolutely perfect, even after disabling auto high-beams.
Speculating--
I don't think FSDbeta's NNs get reset before/after each drive. This makes it harder to repro issues, unfortunately.
Some NNs output probabilities so I'm thinking weights get updated adaptively resulting in better predictions the more you drive (less likely to brake unexpectedly in this case). So if FSDbeta braked and the driver performed an override then FSDbeta knows it made an error and adjusts its NNs to reduce the likelyhood of making that same error.
I want to see what happens with 10.3.1 to 10.4. I wonder if my 10.3.1's NN states are going to be used for initializing 10.4 NNs or do they get reset to some default and I need to drive around for a bit. It's going to be hard to tell as 10.4 NNs are probably going to change.
FSD beta is and has been mind blowing, if you consider what's going on under the hood and the improvements they've made. As for the driving part, if you've been following my posts, I never thought it was ready for public consumption, even now it's hard to believe they're continuing to expand the beta.