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Benchmarks
AMDIS performance

AMDIS Benchmarks

AMDIS Benchmarks    

AMDIS is a very CPU and memory intensive program. The following procedures compare the times for deconvolution and library search under different conditions.

  • AMDIS test file: 50p0830d; pure standards: low noise; peak shape OK
  • EPA method 524.2 purge and trap GC-MS analysis of volatile organic compounds in water (60 volatile compounds).
  • target library: NISTEPA.MSL (1112 compounds)
  • component width: 20
  • VL=very low; L=LOW; M=midlle; H=high; VH=very high
  • WIN98; Athlon 1700Mhz; 512 MB RAM; IBM ICSL HD

Results:
Adjacent (neighboring) peak subtraction (low to high) has no impact in low res mode (see end of this table) - but in high res mode the number of target analytes will increase.

Resolution (low to high) increases number of target analytes and components.

Sensitivity  (low to high) increases number of target analytes and components.

Shape requirements (low to high) has no impact in  low res mode, but will decrease the number of targets and components in high res mode.
 

Recommendation:
1. Start with  a peak subtraction of 2, shape req. high, low resolution and very low sensitivity
2. Change sensitivity to medium
3. Change resolution to medium
After all steps do a target library search or NIST search and compare your results.
All these factors strongly depend on the kind of your data file (noise, peak overlap etc.)

 

Benchmark Table

Peak subtract.

Resolution

Sensitivity

Shape Req.

Targets

Components

Time[s]

2

L

VL

L

77

95

2.8

2

L

L

L

91

117

3

2

L

M

L

100

153

4

2

L

H

L

102

196

4

2

L

VH

L

126

280

6,5

 

 

 

 

 

 

 

2

L

VL

L

77

95

2,8

2

L

VL

M

78

97

2,5

2

L

VL

H

79

95

2,5

2

L

VH

L

126

280

7

2

L

VH

M

129

277

6

2

L

VH

H

110

213

5

 

 

 

 

 

 

 

2

M

VL

L

159

167

6

2

M

L

L

194

233

9

2

M

M

L

233

326

10

2

M

H

L

252

361

10

2

M

VH

L

307

559

15

2

M

VH

M

276

550

15

2

M

VH

H

229

476

13

 

 

 

 

 

 

 

2

H

VL

L

249

259

9

2

H

L

L

302

373

12

2

H

M

L

370

519

17

2

H

H

L

377

586

19

2

H

VH

L

432

878

25

2

H

VH

M

392

868

24

2

H

VH

H

306

775

20

 

 

 

 

 

 

 

2

H

VL

M

208

259

9

2

H

M

M

320

522

16

2

H

VH

M

392

868

24

2

H

VL

H

173

252

14

2

H

M

H

267

496

14

2

H

VH

H

306

775

20

 

Impact of peak subtraction

Low res mode: Trend of increasing peak subtraction has no effect
High res mode: Increasing targets but constant components and increasing analysis time

N

L

VL

L

74

95

2,5

1

L

VL

L

76

95

2,5

2

L

VL

L

77

95

2,8

N

H

VH

H

178

748

7

1

H

VH

H

219

777

12

2

H

VH

H

306

775

20

 

 

 

 

 

 

 

 

 

 

 

 

Comparing the impact of different target libraries

  • Conditions: see above
  • Init variables: Peak subtract: 2; Resolution: High; Sensitivity: Very high; Shape Req: Low

Results: Detected targets may me different (due to the selected target library) but detected components (even if false) vary. Why?

Analysis time may not increase with increasing number of target analytes (see nistepa/nisttox). Why?

On a fast system (Athlon 1700Mhz; 512 MB RAM) even the search for all 878 components in the NIST98 library may be acceptable.

Target Library

number of targets in library

targets

components

time [s]

0.msl

0

0

858

8

1.msl

1

7

859

9

grobx.msl

57

15

861

9

nistfda.msl

419

179

862

14

nistff.msl

993

148

870

23

nistepa.msl

1112

432

878

25

nisttox.msl

1251

53

862

19

Full NIST98 search (match factor in %) for all 878 components
in Normal mode

NIST98 (70%)

129136

344

878

60

NIST98 (80%)

129136

231

878

60

NIST98 (90%)

129136

83

878

60

NIST98 (95%)

129136

18

878

60

NIST98 (99%)

129136

11

878

60

 

 

 

 

 

 

 

 

 

 

 

 

There can be a speed increase of nearly 10% if the full NIST98 (or any other library) is in the hard disk cache. (f.e., with 512 MB RAM installed)

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© 2003 Tobias Kind - www.amdis.net - Alle Rechte vorbehalten.