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Question 173 MSQ · 3.0 marks
At training time, consider a training sample, "this is good", where each word is a token. At the last
time step (while processing "good"), the word probabilities output by the RNN for these three
tokens are:
**DLP**
**Section Id :** 64065374264
**Section Number :** 10
**Section type :** Online
**Mandatory or Optional :** Mandatory
**Number of Questions :** 16
**Number of Questions to be attempted :** 16
**Section Marks :** 50
**Display Number Panel :** Yes
**Section Negative Marks :** 0
**Group All Questions :** No
**Enable Mark as Answered Mark for Review and**
No
**Clear Response :**
**Section Maximum Duration :** 0
**Section Minimum Duration :** 0
**Section Time In :** Minutes
**Maximum Instruction Time :** 0
A published solution is not available for this question yet.
If the current learning rate is 0.002 and the maximum learning rate to be achieved in 1000 steps is
0.004, what should be the step size for a linear learning rate scheduler?
6406533484274.
0.0002
6406533484275.
0.00002
6406533484276.
0.0000002
6406533484277.
0.000002
A published solution is not available for this question yet.
If a dataset has 25600 samples, batch size is 100, each epoch processes the whole dataset only
once, and gradient accumulation is set to 32, how many updates does the model make?
6406533484250.
16
6406533484251.
256
6406533484252.
32
6406533484253.
8
A published solution is not available for this question yet.
**SPG**
**Section Id :** 64065374265
**Section Number :** 11
**Section type :** Online
**Mandatory or Optional :** Mandatory
**Number of Questions :** 10
**Number of Questions to be attempted :** 10
**Section Marks :** 30
**Display Number Panel :** Yes
**Section Negative Marks :** 0
**Group All Questions :** No
**Enable Mark as Answered Mark for Review and**
No
**Clear Response :**
**Section Maximum Duration :** 0
**Section Minimum Duration :** 0
**Section Time In :** Minutes
**Maximum Instruction Time :** 0
A published solution is not available for this question yet.
