All content for project and product managers

Development Deploy MP Wiki

AdaMax

Adam can be understood as updating weights inversely proportional to the scaled L2 norm (squared) of past gradients. AdaMax extends this to the …

Development Deploy MP Wiki

Adamw

AdamW is very similar to Adam . It only differs in the way how the weight decay is implemented. The way how it's implemented in Adam came from the …

Development User documentation

Advanced options

In advanced options we currently only have one option available to users. The "Automated tools generate..." toggle allows you to decide if our …

Development User documentation

AI assistants status overview

Out of the many questions we get from our users, many concerns the status and training of our AI assistant models. We’re the first to admit this has …

Development Deploy MP Wiki

AMSgrad Variant (Adam)

While the Adam optimizer, which made use of momentum as well as the RMS prop, was efficient in adjusting the learning rates and finding the optimal …

Development Deploy MP Wiki

ASGD

Average Stochastic Gradient Descent, abbreviated as ASGD, averages the weights that are calculated in every iteration. $$ w_{t+1}=w_t-\eta \nabla …

Deploy Development MP Wiki

Attributor

Attributors are used in combination with other models such as object detectors , semantic and instance segmentors . They add a layer of meta-data to …

Development User documentation

Automated labelling

Automated labelling is a way for you to batch-process images in your project. Essentially, you take a model used in your project (Object Detection …

Development Deploy MP Wiki

Average Loss

Average loss is the average of various losses that is arise in a model. Average loss varies from model to model since different types of loss arise …

Development Deploy MP Wiki

Base Learning Rate

The learning rate defines how large the steps of your optimizer are on your loss landscape. The base learning rate defines at which learning rate …

Development User documentation

Basics

On the first setup screen, you can set the name of a project and add a project description. When you are done editing any fields on this page, don't …

Development Deploy MP Wiki

Batch Size

The batch size depicts the number of samples that propagate through the neural network before updating the model parameters. Each batch of samples …

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