SaaSHub helps you find the best software and product alternatives Learn more →
Sam Alternatives
Similar projects and alternatives to sam based on common topics and language
-
InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
-
AdamP
AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)
-
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better sam alternative or higher similarity.
sam reviews and mentions
Posts with mentions or reviews of sam.
We have used some of these posts to build our list of alternatives
and similar projects.
-
What is the correct way to sum loss into a total loss and then to backprop?
Which from here I understand that I shouldn't use the same loss variable for both forward passes but I'm not sure how else to do this. I thought that I could maybe create a variable called total_loss and add the loss to it and then after the iterations to backprop over it, but I'm not sure if that's the correct approach.
-
[R] Sharpness-Aware Minimization for Efficiently Improving Generalization
They reached sota on a few tasks. Do you really believe that the entire community missed the magic hyperparameters of batch size 128 and Adam to beat SOTA? I think getting SOTA really solidifies the approach, albeit the 2x speed cost seems heavy. As for implementation, it looks fairly trivial to adapt to all optimizers, at least from this random github https://github.com/davda54/sam
-
Help me implement this paper expanding on Google's SAM optimizer
Here is the code for SAM. SAM isn't too complicated. There are two forward and backward passes, a gradient accent after the first one, and the gradient decent after the second. The gradient accent is to get the noised SAM model which is calculated as for each p in param group add epsilon, which is rho * (p.grad / grad_norm), with rho being SAM's only hyperparameter.
-
A note from our sponsor - SaaSHub
www.saashub.com | 28 Apr 2024
Stats
Basic sam repo stats
3
1,572
0.0
about 1 year ago
davda54/sam is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of sam is Python.
Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com