Update SVD decomposition authored by Leo Tsukada's avatar Leo Tsukada
Use different sorting and grouping schemes to figure out the most efficient options for svd.
- Leo's proposal (2D sorting with orthogonal variables derived from 0/2/3PN order phase terms)
## SVD runs
......@@ -363,12 +362,103 @@ For [O4 bank](https://git.ligo.org/gstlal/offline-configuration/-/blob/o4-templa
![o4-bank_tempdur_maxdur_histogram](uploads/8f08b5847c84295cad45982c602fe1e1/o4-bank_tempdur_maxdur_histogram.png) ![o4-bank_tempdur_maxdur_scatter](uploads/88d68c3948db8d4205a0b00dea0a6538/o4-bank_tempdur_maxdur_scatter.png)
**Leo:**
**RUN 7:**
```
f-low: 15.0
num-chi-bins: 20
approximant:
- 0:1.73:TaylorF2
- 1.73:1000:SEOBNRv4_ROM
tolerance: 0.9999
max-f-final: 1024.0
num-split-templates: 200
overlap: 30
num-banks: 5
samples-min: 2048
samples-max-64: 2048
samples-max-256: 2048
samples-max: 4096
sort-by: mu
max-duration: 128
autocorrelation-length:
- 0:15:701
- 15:1e6:351
```
- flopulator dir: `/home/rebecca.ewing/observing/4/dev/flopulator/runme_leo.sh`
- output: `leo.h5`
![leo_histogram](uploads/f20967420f7d6a0df77836bebe54d3b8/leo_histogram.png) ![leo_scatter](uploads/c2e66e42bd585fe94d1a6b1bbd13716a/leo_scatter.png)
**RUN 8:**
```
f-low: 15.0
num-chi-bins: 20
approximant:
- 0:1.73:TaylorF2
- 1.73:1000:SEOBNRv4_ROM
tolerance: 0.9999
max-f-final: 1024.0
num-split-templates: 1000
overlap: 30
num-banks: 1
samples-min: 2048
samples-max-64: 4096
samples-max-256: 4096
samples-max: 4096
sort-by: mu
max-duration: 128
autocorrelation-length:
- 0:15:701
- 15:1e6:351
```
**RUN 9:**
```
f-low: 15.0
num-chi-bins: 20
approximant:
- 0:1.73:TaylorF2
- 1.73:1000:SEOBNRv4_ROM
tolerance: 0.9999
max-f-final: 1024.0
num-split-templates: 2000
overlap: 30
num-banks: 1
samples-min: 2048
samples-max-64: 4096
samples-max-256: 4096
samples-max: 4096
sort-by: mu
max-duration: 128
autocorrelation-length:
- 0:15:701
- 15:1e6:351
```
**RUN 10:**
```
f-low: 10.0
num-chi-bins: 20
approximant:
- 0:1.73:TaylorF2
- 1.73:1000:SEOBNRv4_ROM
tolerance: 0.9999
max-f-final: 1024.0
num-split-templates: 1000
overlap: 30
num-banks: 1
samples-min: 2048
samples-max-64: 2048
samples-max-256: 2048
samples-max: 4096
sort-by: mu
max-duration: 128
autocorrelation-length:
- 0:15:701
- 15:1e6:351
```
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