Hi all,
I am profiling the performance of the MATLAB Deep Learning HDL Toolbox for LSTM-based models.
When estimating the processor’s performance with the estimatePerformance function, I couldn’t find a clear definition of the term "Frame" in the context of recurrent models.
Does it refer to a single element within the sequence to be processed (i.e. a timestep), or does it represent the entire sequence?
Since changing the number of timesteps in the model doesn’t affect the processing time estimate for 1 frame, I am assuming it refers to a single element of the sequence. However, I would appreciate confirmation or clarification on this.
Thanks in advance for your help!Hi all,
I am profiling the performance of the MATLAB Deep Learning HDL Toolbox for LSTM-based models.
When estimating the processor’s performance with the estimatePerformance function, I couldn’t find a clear definition of the term "Frame" in the context of recurrent models.
Does it refer to a single element within the sequence to be processed (i.e. a timestep), or does it represent the entire sequence?
Since changing the number of timesteps in the model doesn’t affect the processing time estimate for 1 frame, I am assuming it refers to a single element of the sequence. However, I would appreciate confirmation or clarification on this.
Thanks in advance for your help! Hi all,
I am profiling the performance of the MATLAB Deep Learning HDL Toolbox for LSTM-based models.
When estimating the processor’s performance with the estimatePerformance function, I couldn’t find a clear definition of the term "Frame" in the context of recurrent models.
Does it refer to a single element within the sequence to be processed (i.e. a timestep), or does it represent the entire sequence?
Since changing the number of timesteps in the model doesn’t affect the processing time estimate for 1 frame, I am assuming it refers to a single element of the sequence. However, I would appreciate confirmation or clarification on this.
Thanks in advance for your help! lstm, deep learning hdl toolbox MATLAB Answers — New Questions

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