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I applied via Referral and was interviewed in Aug 2024. There were 2 interview rounds.
MoE models, or Mixture of Experts models, combine multiple models to improve accuracy and performance.
MoE models consist of multiple sub-models, or experts, that specialize in different areas of the input space.
Each expert is responsible for a specific region of the input space, improving accuracy by focusing on relevant data.
The gating network determines which expert to use for a given input, allowing for dynamic mode...
Sparse matrix multiplication involves multiplying two matrices represented as lists of (index, value) pairs for rows and columns.
Use the (index, value) pairs to calculate the product of the matrices efficiently.
Only multiply the non-zero elements of the matrices to save computation time.
Combine the results to get the final product matrix.
Gradient computation is faster without dropout due to reduced complexity
Gradient computation is faster without dropout because dropout introduces randomness which slows down the process
Dropout increases the complexity of the network by randomly dropping units during training, leading to longer computation times
Without dropout, the network is more deterministic and the gradient computation can be done more efficiently
Ex...
I applied via Company Website and was interviewed in Aug 2021. There was 1 interview round.
I applied via Naukri.com and was interviewed in Aug 2020. There were 3 interview rounds.
I applied via Campus Placement and was interviewed before Feb 2020. There were 6 interview rounds.
I applied via Referral and was interviewed before Jan 2021. There were 5 interview rounds.
I applied via Approached by Company and was interviewed before Oct 2021. There were 2 interview rounds.
I have X years of domain experience.
I have worked in this domain for X years.
During my time in this domain, I have gained expertise in various areas such as...
I have worked on projects related to...
I have experience working with clients in this domain.
I keep myself updated with the latest trends and developments in this domain.
I applied via Company Website and was interviewed before Feb 2020. There was 1 interview round.
I applied via Walk-in and was interviewed before Sep 2019. There were 5 interview rounds.
I applied via Company Website and was interviewed in Oct 2020. There were 3 interview rounds.
Recursion is a process in which a function calls itself. Inheritance is a mechanism in OOP where a class inherits properties of another class. Heap is a region of memory used for dynamic memory allocation.
Recursion can be used to solve problems that can be broken down into smaller sub-problems.
Inheritance allows for code reuse and helps in creating a hierarchy of classes.
Heap is used for dynamic memory allocation in la...
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