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Datasets:
danyarm
/
ckg-benchmark

Tasks:
Question Answering
Text Retrieval
Modalities:
Text
Languages:
English
Size:
10K - 100K
Tags:
knowledge-graph
rag
retrieval
benchmark
llm
knowledge-representation
License:
Dataset card Data Studio Files
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Upload domains/fft-benchmarking/learning-graph.csv with huggingface_hub

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  1. domains/fft-benchmarking/learning-graph.csv +201 -0
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1
+ ConceptID,ConceptLabel,Dependencies,TaxonomyID
2
+ 1,Complex Numbers,,MATH
3
+ 2,Imaginary Unit,1,MATH
4
+ 3,Euler's Formula,1|2,MATH
5
+ 4,Sine Wave,,MATH
6
+ 5,Cosine Wave,4,MATH
7
+ 6,Amplitude,4,MATH
8
+ 7,Frequency,4,MATH
9
+ 8,Phase,4|7,MATH
10
+ 9,Periodic Functions,4|5,MATH
11
+ 10,Harmonics,7|9,MATH
12
+ 11,Complex Conjugate,1|2,MATH
13
+ 12,Magnitude,1|6,MATH
14
+ 13,Unit Circle,4|5,MATH
15
+ 14,Hertz,7,MATH
16
+ 15,Time Domain,4|7,MATH
17
+ 16,Frequency Domain,7|15,MATH
18
+ 17,Analog Signals,4|6|7,SIGP
19
+ 18,Digital Signals,17,SIGP
20
+ 19,Sampling,17|18,SIGP
21
+ 20,Sampling Rate,7|19,SIGP
22
+ 21,Nyquist Theorem,7|20,SIGP
23
+ 22,Aliasing,20|21,SIGP
24
+ 23,Quantization,18|19,SIGP
25
+ 24,Bit Depth,23,SIGP
26
+ 25,ADC Conversion,17|18|23,SIGP
27
+ 26,Signal Noise,17|18,SIGP
28
+ 27,Signal To Noise Ratio,6|26,SIGP
29
+ 28,Bandwidth,7|16,SIGP
30
+ 29,Low Pass Filter,16|28,SIGP
31
+ 30,Band Pass Filter,29,SIGP
32
+ 31,Windowing Functions,9|15,SIGP
33
+ 32,Spectral Leakage,16|31,SIGP
34
+ 33,Jean Baptiste Fourier,,FOUR
35
+ 34,Fourier Series,3|9|10|33,FOUR
36
+ 35,Continuous Fourier Transform,3|15|16|34,FOUR
37
+ 36,Discrete Fourier Transform,18|19|35,FOUR
38
+ 37,DFT Definition,1|36,FOUR
39
+ 38,DFT Complexity,37,FOUR
40
+ 39,Inverse DFT,37,FOUR
41
+ 40,Frequency Bins,16|37,FOUR
42
+ 41,Bin Resolution,20|40,FOUR
43
+ 42,Spectral Analysis,16|37|40,FOUR
44
+ 43,Power Spectrum,12|42,FOUR
45
+ 44,Magnitude Spectrum,12|42,FOUR
46
+ 45,Phase Spectrum,8|42,FOUR
47
+ 46,Frequency Resolution,40|41,FOUR
48
+ 47,Zero Padding,37|46,FOUR
49
+ 48,Orthogonality,34,FOUR
50
+ 49,FFT Algorithm,36|38,FFTA
51
+ 50,FFT History,33|49,FFTA
52
+ 51,Cooley Tukey Algorithm,49|50,FFTA
53
+ 52,Radix-2 FFT,51,FFTA
54
+ 53,Radix-4 FFT,51|52,FFTA
55
+ 54,Split Radix FFT,52|53,FFTA
56
+ 55,Butterfly Operation,1|49|51,FFTA
57
+ 56,Butterfly Diagram,55,FFTA
58
+ 57,Twiddle Factors,3|55,FFTA
59
+ 58,Bit Reversal,52,FFTA
60
+ 59,In Place FFT,52|58,FFTA
61
+ 60,Decimation In Time,52|55,FFTA
62
+ 61,Decimation In Frequency,52|55,FFTA
63
+ 62,FFT Stages,52|55|56,FFTA
64
+ 63,FFT Complexity,38|49,FFTA
65
+ 64,O(N log N),63,FFTA
66
+ 65,FFT Size,49|63,FFTA
67
+ 66,Power Of Two Sizes,52|65,FFTA
68
+ 67,Real FFT,49|68,FFTA
69
+ 68,Complex FFT,1|49,FFTA
70
+ 69,Inverse FFT,39|49,FFTA
71
+ 70,IFFT Algorithm,69,FFTA
72
+ 71,Normalization Factor,49|69,FFTA
73
+ 72,FFT Scaling,65|71,FFTA
74
+ 73,Microcontroller,,HARD
75
+ 74,ARM Architecture,73,HARD
76
+ 75,ARM Cortex M Series,74,HARD
77
+ 76,ARM Cortex M4,75,HARD
78
+ 77,ARM Cortex M33,75|76,HARD
79
+ 78,Raspberry Pi Pico,73|75,HARD
80
+ 79,Raspberry Pi Pico 2,77|78,HARD
81
+ 80,RP2040 Chip,78,HARD
82
+ 81,RP2350 Chip,77|79,HARD
83
+ 82,DSP Chip,73,HARD
84
+ 83,General Purpose CPU,73,HARD
85
+ 84,Clock Speed,73,HARD
86
+ 85,CPU Cycles,84,HARD
87
+ 86,Memory Architecture,73,HARD
88
+ 87,Cache Memory,86,HARD
89
+ 88,Embedded Systems,73|86,HARD
90
+ 89,DSP Instructions,74|82,DSPI
91
+ 90,SIMD Instructions,89,DSPI
92
+ 91,MAC Instruction,89,DSPI
93
+ 92,Multiply Accumulate,91,DSPI
94
+ 93,Saturating Arithmetic,89|94,DSPI
95
+ 94,Fixed Point Arithmetic,,DSPI
96
+ 95,Floating Point Unit,74,DSPI
97
+ 96,FPU Operations,95,DSPI
98
+ 97,Single Precision Float,95|96,DSPI
99
+ 98,Q Format Numbers,94,DSPI
100
+ 99,Q15 Format,98,DSPI
101
+ 100,Q31 Format,98|99,DSPI
102
+ 101,Hardware Multiplier,74|92,DSPI
103
+ 102,Pipelining,74,DSPI
104
+ 103,Instruction Latency,85|102,DSPI
105
+ 104,Real Time Constraints,84|85|103,DSPI
106
+ 105,C Language,,PROG
107
+ 106,C Compiler,105,PROG
108
+ 107,GCC Compiler,106,PROG
109
+ 108,ARM Compiler,74|106,PROG
110
+ 109,Compiler Optimization,106,PROG
111
+ 110,Optimization Flags,109,PROG
112
+ 111,Assembly Language,,PROG
113
+ 112,ARM Assembly,74|111,PROG
114
+ 113,Thumb Instructions,112,PROG
115
+ 114,Python Language,,PROG
116
+ 115,NumPy Library,114,PROG
117
+ 116,SciPy FFT,49|115,PROG
118
+ 117,MicroPython,73|114,PROG
119
+ 118,Memory Management,105|86,PROG
120
+ 119,Reading Assembly Code,111|112,PROG
121
+ 120,Disassembly,106|119,PROG
122
+ 121,FFT Libraries,49|105,LIBS
123
+ 122,CMSIS DSP Library,75|89|121,LIBS
124
+ 123,Kiss FFT,105|121,LIBS
125
+ 124,FFTW Library,105|121,LIBS
126
+ 125,Arm Math Library,75|121|122,LIBS
127
+ 126,Pico SDK FFT,78|121,LIBS
128
+ 127,Open Source FFT,121,LIBS
129
+ 128,Library Licensing,121,LIBS
130
+ 129,MIT License,128,LIBS
131
+ 130,GPL License,128,LIBS
132
+ 131,Library Integration,106|121,LIBS
133
+ 132,API Documentation,121|131,LIBS
134
+ 133,Benchmarking,,BNCH
135
+ 134,Performance Metrics,133,BNCH
136
+ 135,Execution Time,85|134,BNCH
137
+ 136,Clock Cycles,85|135,BNCH
138
+ 137,Microseconds Per FFT,65|136,BNCH
139
+ 138,FFTs Per Second,137,BNCH
140
+ 139,Throughput Metric,134|138,BNCH
141
+ 140,Latency Metric,134|135,BNCH
142
+ 141,Memory Usage,86|134,BNCH
143
+ 142,Code Size,106|134,BNCH
144
+ 143,Test Harness,133|134,BNCH
145
+ 144,Warm Up Runs,87|143,BNCH
146
+ 145,Statistical Sampling,143,BNCH
147
+ 146,Mean Execution Time,135|145,BNCH
148
+ 147,Standard Deviation,145|146,BNCH
149
+ 148,Reproducibility,143|145,BNCH
150
+ 149,Fair Comparison,143|148,BNCH
151
+ 150,Benchmarking Framework,133|143|149,BNCH
152
+ 151,Integer FFT,49|94,PERF
153
+ 152,Floating Point FFT,49|95,PERF
154
+ 153,Fixed Point FFT,49|94|98,PERF
155
+ 154,Precision Tradeoffs,151|152|153,PERF
156
+ 155,Speed Accuracy Tradeoff,63|154,PERF
157
+ 156,Cache Effects,87|157,PERF
158
+ 157,Memory Access Patterns,86,PERF
159
+ 158,Loop Unrolling,109,PERF
160
+ 159,Vectorization,90|109,PERF
161
+ 160,Real Time Processing,104|49,PERF
162
+ 161,Streaming FFT,49|160,PERF
163
+ 162,Block Processing,65|161,PERF
164
+ 163,Double Buffering,86|162,PERF
165
+ 164,Compiler Settings,109|110,PERF
166
+ 165,Signal Preprocessing,17|49,PIPE
167
+ 166,DC Offset Removal,165,PIPE
168
+ 167,Normalization,6|165,PIPE
169
+ 168,Window Application,31|165,PIPE
170
+ 169,Zero Padding Input,47|165,PIPE
171
+ 170,Post Processing,42|49,PIPE
172
+ 171,Magnitude Calculation,12|44|170,PIPE
173
+ 172,Phase Calculation,8|45|170,PIPE
174
+ 173,Decibel Conversion,12|171,PIPE
175
+ 174,Peak Detection,170|171,PIPE
176
+ 175,Frequency Estimation,40|174,PIPE
177
+ 176,Dominant Frequency,174|175,PIPE
178
+ 177,Data Visualization,,VAPP
179
+ 178,Spectrum Plot,42|177,VAPP
180
+ 179,Spectrogram,15|16|178,VAPP
181
+ 180,Waterfall Display,179,VAPP
182
+ 181,Time Domain Plot,15|177,VAPP
183
+ 182,Performance Charts,134|177,VAPP
184
+ 183,Comparison Tables,134|182,VAPP
185
+ 184,Performance Dashboard,182|183,VAPP
186
+ 185,Benchmark Results,150|182,VAPP
187
+ 186,Report Generation,183|185,VAPP
188
+ 187,Audio Processing,17|49,VAPP
189
+ 188,Music Analysis,10|187,VAPP
190
+ 189,Voice Recognition,187|188,VAPP
191
+ 190,Noise Cancellation,26|29|187,VAPP
192
+ 191,Spectrum Analyzer,42|187,VAPP
193
+ 192,Pitch Detection,7|188,VAPP
194
+ 193,Vibration Analysis,17|42,VAPP
195
+ 194,Machine Monitoring,193,VAPP
196
+ 195,Radar Processing,16|49,VAPP
197
+ 196,Communication Systems,16|28,VAPP
198
+ 197,Software Defined Radio,196,VAPP
199
+ 198,Sound Processing,17|49|187,VAPP
200
+ 199,Capstone Project,150|186,VAPP
201
+ 200,Benchmark Suite,150|199,VAPP