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Based on the above Implementation the Eq. (4) is obtained.
To achieve the above implementation objective, the data was divided in the 70 30 ratio in which 70%% was used for training and the remaining 30%% for testing.
The drawback of the above implementation is that the multipliers occupy a great amount of area and restrict the throughput of the processing unit.
Using shift-add operations to replace the multiplications with constants optimizes the above implementation and results in an improved processing block.
Based on the above implementation of the transaction system we conduct various experiments which are described in "Evaluation benchmark and experiments" section.
Under the above implementation of the vector RLS-based tracking of CIR, CFO, and SFO algorithm, the resulting computational complexity is per each turbo iteration, where denotes the channel length, stands for the number of transmit antennas, is the number of receive antennas, and is the number of subcarriers used in each turbo iteration for the vector RLS tracking.
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Note that scaling performance may not have been a priority for the above implementations Fig. 3 Clustering of symmetry invariant properties.
A list of some implementations of the Katyusha follows: Rockets used in the above implementations were: The M-8 and M-13 rocket could also be fitted with smoke warheads, although this was not common.
Although deep learning models have enjoyed great success in the above applications, implementation of deep learning systems in materials science is in its early stages - mainly due to scarcity of big training datasets.
As shown above, implementation has also significant effects, although economically small.
As described above, implementation will often vary from one context to another.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com