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da5004_2024T3_Q1_NA.pdf

Large Language Models · Quiz 1 · Sep 2024

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Question 271 MCQ · 4.0 marks

What is the annualized rate of return of an investment of 100 units that promises to return 200 units in 10 years?
  1. 10%
  2. 7.18%
  3. 5.97%
  4. 3.76%

A published solution is not available for this question yet.

Question 272 MCQ · 4.0 marks

A financial advisor tells you that you can become a millionaire if you start investing early. You start to deposit 25,000 units every year in a savings account which earns 8% annual interest. What is the earliest year at which your account balance reaches a million units? (Assume you don’t make any withdrawals in between)
  1. 40
  2. 25
  3. 19
  4. 15       **LLM** **Section Id :** 64065369323 **Section Number :** 14 **Section type :** Online **Mandatory or Optional :** Mandatory **Number of Questions :** 10 **Number of Questions to be attempted :** 10 **Section Marks :** 40 **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.

Question 274 MCQ · 0.0 marks

General Note: • If you find the given information is insufficient in any of the Numerical Answer Type (NAT) questions, enter -1 as the answer. • In all your calculations, take at least two digits. For example, if the intermediate result is 1.860875, then take it as 1.86 to the next step.
  1. Instructions has been mentioned above.
  2. This Instructions is just for a reference & not for an evaluation

A published solution is not available for this question yet.

Question 275 MCQ · 2.0 marks

Teacher forcing for training an transformer model is:
  1. mandatory.
  2. optional.

A published solution is not available for this question yet.

Question 276 MCQ · 2.0 marks

Choose the correct statements regarding transformer architecture:
  1. Residual connections are practically optional in a transformer model with 10 encoder layers and 10 decoder layers.
  2. Having multiple heads helps in capturing different relationships between input tokens.
  3. One hot encoding is a good choice for position encoding.
  4. Batch normalization can be used instead of layer normalization.
  5. None of these.

A published solution is not available for this question yet.

Question 277 NAT · 2.0 marks

[[IMAGE:8534bc668949ec36_4_0]] Based on the above data, answer the given subquestions.
Assume the model has two layers (N = 2). Calculate the total number of parameters in the model (excluding the embedding layer and output layer). Moreover, no bias was added to the neuron in the FFNN layers.
Source diagram or notation

    A published solution is not available for this question yet.

    Question 278 NAT · 2.0 marks

    [[IMAGE:8534bc668949ec36_4_0]] Based on the above data, answer the given subquestions.
    How many parameters does the output layer have?
    Source diagram or notation

      A published solution is not available for this question yet.

      Question 279 NAT · 2.0 marks

      [[IMAGE:8534bc668949ec36_4_0]] Based on the above data, answer the given subquestions.
      How many parameters does the embedding layer have?
      Source diagram or notation

        A published solution is not available for this question yet.

        Question 280 NAT · 2.0 marks

        [[IMAGE:8534bc668949ec36_4_0]] Based on the above data, answer the given subquestions.
        At time step t = 1, the prediction probability for the words “Naan”, “transformer” and “padaththai” are 0.55,0.15 and 0.2, respectively. What is the probability for the word “rasithen”? If you think, the given information is insufficient enter -1
        Source diagram or notation

          A published solution is not available for this question yet.

          Question 281 NAT · 2.0 marks

          [[IMAGE:8534bc668949ec36_6_1]] Based on the above data, answer the given subquestions.
          Say matrix F is computed by applying batch normalization on X, what will be sum of every element in first/topmost row of F?
          Source diagram or notation

            A published solution is not available for this question yet.

            Question 282 NAT · 2.0 marks

            [[IMAGE:8534bc668949ec36_6_1]] Based on the above data, answer the given subquestions.
            Say matrix F is computed by applying layer normalization on X, what will be sum of every element in first/leftmost column of F?
            Source diagram or notation

              A published solution is not available for this question yet.

              Question 283 NAT · 2.0 marks

              [[IMAGE:8534bc668949ec36_6_1]] Based on the above data, answer the given subquestions.
              [[IMAGE:8534bc668949ec36_7_2]]
              Source diagram or notationSource diagram or notation

                A published solution is not available for this question yet.

                Question 284 NAT · 2.0 marks

                [[IMAGE:8534bc668949ec36_6_1]] Based on the above data, answer the given subquestions.
                [[IMAGE:8534bc668949ec36_7_3]]
                Source diagram or notationSource diagram or notation

                  A published solution is not available for this question yet.

                  Question 285 NAT · 1.0 marks

                  [[IMAGE:8534bc668949ec36_8_4]] Based on the above data, answer the given subquestions.
                  [[IMAGE:8534bc668949ec36_9_5]]
                  Source diagram or notationSource diagram or notation

                    A published solution is not available for this question yet.

                    Question 286 NAT · 2.0 marks

                    [[IMAGE:8534bc668949ec36_8_4]] Based on the above data, answer the given subquestions.
                    [[IMAGE:8534bc668949ec36_9_6]]
                    Source diagram or notationSource diagram or notation

                      A published solution is not available for this question yet.

                      Question 287 NAT · 2.0 marks

                      [[IMAGE:8534bc668949ec36_8_4]] Based on the above data, answer the given subquestions.
                      [[IMAGE:8534bc668949ec36_9_7]]
                      Source diagram or notationSource diagram or notation

                        A published solution is not available for this question yet.

                        Question 288 NAT · 2.0 marks

                        [[IMAGE:8534bc668949ec36_8_4]] Based on the above data, answer the given subquestions.
                        [[IMAGE:8534bc668949ec36_10_8]]
                        Source diagram or notationSource diagram or notation

                          A published solution is not available for this question yet.

                          Question 289 MCQ · 2.0 marks

                          [[IMAGE:8534bc668949ec36_11_9]] Based on the above data, answer the given subquestions.
                          What will be the shape of positional embedding?
                          Source diagram or notation
                          1. 64 × 128
                          2. 64 × 4
                          3. 12 × 128
                          4. 512 × 768
                          5. None of these.

                          A published solution is not available for this question yet.

                          Question 290 MCQ · 2.0 marks

                          [[IMAGE:8534bc668949ec36_11_9]] Based on the above data, answer the given subquestions.
                          [[IMAGE:8534bc668949ec36_11_10]]
                          Source diagram or notationSource diagram or notation
                          1. 32 × 32
                          2. 64 × 32
                          3. 128 × 16
                          4. 128 × 32
                          5. 8 × 32
                          6. None of these.

                          A published solution is not available for this question yet.

                          Question 291 MCQ · 2.0 marks

                          [[IMAGE:8534bc668949ec36_11_9]] Based on the above data, answer the given subquestions.
                          [[IMAGE:8534bc668949ec36_12_11]]
                          Source diagram or notationSource diagram or notation
                          1. 16 × 16
                          2. 32 × 32
                          3. 64 × 64
                          4. 128 × 128
                          5. None of these.

                          A published solution is not available for this question yet.

                          Question 292 NAT · 4.0 marks

                          [[IMAGE:8534bc668949ec36_12_12]]
                          Source diagram or notation

                            A published solution is not available for this question yet.

                            Question 293 NAT · 3.0 marks

                            [[IMAGE:8534bc668949ec36_13_13]]
                            Source diagram or notation

                              A published solution is not available for this question yet.