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Core - Implement fast 1D convolution
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Convolution is the base for many algorithms and can be repeated many times. Gaining time is of the essence here. Implement
- [ ] 1D filter reference code
- [ ] Work with memory chunks
- [ ] Thread pool implementation with memory chunks
- [ ] SEE version
- [ ] Unit test to compare the two versions
- [ ] Unit test for benchmarking