Learning Rate Schedule

Calculate Learning Rate Schedule instantly with the exact formula and a worked example.

Learning Rate Schedule

Initial LR
Decay factor γ
Epoch
Decay step (epochs)
LR at the given epoch
0.003487
Calculate Learning Rate Schedule instantly with the exact formula and a worked example.
Share of initial LR
34.87%
LR reductions
10

More about: Learning Rate Schedule

What it calculates

The “Learning Rate Schedule” calculator computes LR at the given epoch from 4 parameters: initial lr, decay factor γ, epoch, decay step (epochs).

Standard IT calculations for developers and sysadmins.

Example calculation

With parameters Initial LR = 0.01, Decay factor γ = 0.9, Epoch = 10, Decay step (epochs) = 1 the result is 0.0035.

How to use

  1. Enter initial lr, decay factor γ, epoch and decay step (epochs) — each field above is adjustable with a slider.
  2. LR at the given epoch is calculated automatically as you type.
  3. Check the worked example below to see the formula applied to real numbers.
  4. Copy the result or bookmark this calculator.

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FAQ

How is Learning Rate Schedule calculated?
The Learning Rate Schedule calculator computes LR at the given epoch from initial lr, decay factor γ, epoch, decay step (epochs). Enter your values above and the exact formula is applied instantly; a worked example with real numbers is shown below.
Is the Learning Rate Schedule calculator free?
Yes. It is completely free, needs no signup, runs entirely in your browser, and sends no data to any server.

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