query
string | answer
string | doc_name
string | evidence_page
list | bbox
list | subimg_tpye
list | category
string | image_paths
list | question
string | images
list |
|---|---|---|---|---|---|---|---|---|---|
How many existing hubs are marked on the map?
|
3
|
2411.05851
|
[
2
] |
[
[
[
1299,
213,
2341,
1445
]
]
] |
[
[
"image"
]
] |
cs
|
[
"cs/2411.05851/2411.05851_2.png"
] |
How many existing hubs are marked on the map?
|
[
"cs/2411.05851/2411.05851_2.png"
] |
Which hub delivers to the area with the most pink dots?
|
Davis Road Hub
|
2411.05851
|
[
5
] |
[
[
[
208,
219,
1247,
956
]
]
] |
[
[
"image"
]
] |
cs
|
[
"cs/2411.05851/2411.05851_5.png"
] |
Which hub delivers to the area with the most pink dots?
|
[
"cs/2411.05851/2411.05851_5.png"
] |
Which hub delivers to the area with the most blue dots?
|
Davis Road Hub
|
2411.05851
|
[
3
] |
[
[
[
208,
211,
1248,
950
]
]
] |
[
[
"image"
]
] |
cs
|
[
"cs/2411.05851/2411.05851_3.png"
] |
Which hub delivers to the area with the most blue dots?
|
[
"cs/2411.05851/2411.05851_3.png"
] |
What was the recorded runtime of the algorithm on the distance matrix?
|
0.187 seconds
|
2411.05851
|
[
4
] |
[
[
[
205,
2344,
1260,
2974
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2411.05851/2411.05851_4.png"
] |
What was the recorded runtime of the algorithm on the distance matrix?
|
[
"cs/2411.05851/2411.05851_4.png"
] |
What is the buffer-based approach's data flow sequence?
|
user → buffer → kernel
|
2412.01059
|
[
6
] |
[
[
[
206,
2502,
1971,
2987
]
]
] |
[
[
"image"
]
] |
cs
|
[
"cs/2412.01059/2412.01059_6.png"
] |
What is the buffer-based approach's data flow sequence?
|
[
"cs/2412.01059/2412.01059_6.png"
] |
What two system calls are mentioned as causing high overhead in Blindfold?
|
fork and execve
|
2412.01059
|
[
11
] |
[
[
[
1292,
207,
2367,
986
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.01059/2412.01059_11.png"
] |
What two system calls are mentioned as causing high overhead in Blindfold?
|
[
"cs/2412.01059/2412.01059_11.png"
] |
What function invokes Guardian to check capability in Blindfold?
|
g_mov_mem
|
2412.01059
|
[
6
] |
[
[
[
1290,
2350,
2345,
2985
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.01059/2412.01059_6.png"
] |
What function invokes Guardian to check capability in Blindfold?
|
[
"cs/2412.01059/2412.01059_6.png"
] |
What is the buffer-based approach's data flow sequence?
|
user → buffer → kernel
|
2412.01059
|
[
6
] |
[
[
[
11,
2794,
2542,
3300
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.01059/2412.01059_6.png"
] |
What is the buffer-based approach's data flow sequence?
|
[
"cs/2412.01059/2412.01059_6.png"
] |
What is the default value of Na used in all experiments?
|
100
|
2411.17741
|
[
8
] |
[
[
[
1319,
1808,
2338,
2947
]
]
] |
[
[
"image"
]
] |
cs
|
[
"cs/2411.17741/2411.17741_8.png"
] |
What is the default value of Na used in all experiments?
|
[
"cs/2411.17741/2411.17741_8.png"
] |
What is the number of different adapters per rank if Na is 100?
|
20
|
2411.17741
|
[
8
] |
[
[
[
1320,
2368,
2326,
2949
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2411.17741/2411.17741_8.png"
] |
What is the number of different adapters per rank if Na is 100?
|
[
"cs/2411.17741/2411.17741_8.png"
] |
Which policy shows higher tail latency during load spikes at 300s?
|
OutputOnly-60%
|
2411.17741
|
[
10
] |
[
[
[
1323,
1418,
2326,
2244
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2411.17741/2411.17741_10.png"
] |
Which policy shows higher tail latency during load spikes at 300s?
|
[
"cs/2411.17741/2411.17741_10.png"
] |
Which scheduling policy is mentioned as optimized in Section 4?
|
Optimized scheduling policy
|
2411.17741
|
[
5
] |
[
[
[
220,
363,
1233,
1593
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2411.17741/2411.17741_5.png"
] |
Which scheduling policy is mentioned as optimized in Section 4?
|
[
"cs/2411.17741/2411.17741_5.png"
] |
Which GPU memory configurations are used for scalability experiments?
|
24GB, 48GB, and 80GB.
|
2411.17741
|
[
8
] |
[
[
[
1326,
1811,
2324,
2367
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2411.17741/2411.17741_8.png"
] |
Which GPU memory configurations are used for scalability experiments?
|
[
"cs/2411.17741/2411.17741_8.png"
] |
What is the time complexity for quantum operations over p layers?
|
O(p(kl^2 + vh^2l^4))
|
2411.19906
|
[
14
] |
[
[
[
11,
2497,
2540,
3300
]
]
] |
[
[
"table"
]
] |
cs
|
[
"cs/2411.19906/2411.19906_14.png"
] |
What is the time complexity for quantum operations over p layers?
|
[
"cs/2411.19906/2411.19906_14.png"
] |
What is the minimum Java version required by Chips-n-Salsa?
|
Java 17
|
2412.02004
|
[
1
] |
[
[
[
1279,
1114,
2178,
2972
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.02004/2412.02004_1.png"
] |
What is the minimum Java version required by Chips-n-Salsa?
|
[
"cs/2412.02004/2412.02004_1.png"
] |
What specific range of cost reduction is mentioned for AI use?
|
30-40%
|
2412.02610
|
[
1
] |
[
[
[
406,
913,
2133,
1812
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.02610/2412.02610_1.png"
] |
What specific range of cost reduction is mentioned for AI use?
|
[
"cs/2412.02610/2412.02610_1.png"
] |
Which combinator, K or S, discards its second argument?
|
K
|
2412.02765
|
[
8
] |
[
[
[
344,
2724,
2348,
3118
]
]
] |
[
[
"image"
]
] |
cs
|
[
"cs/2412.02765/2412.02765_8.png"
] |
Which combinator, K or S, discards its second argument?
|
[
"cs/2412.02765/2412.02765_8.png"
] |
Which three fundamental combinators are part of the K V Y base?
|
K, V, and Y.
|
2412.02765
|
[
10
] |
[
[
[
202,
2612,
1255,
3075
]
]
] |
[
[
"image"
]
] |
cs
|
[
"cs/2412.02765/2412.02765_10.png"
] |
Which three fundamental combinators are part of the K V Y base?
|
[
"cs/2412.02765/2412.02765_10.png"
] |
What is the immediate goal mentioned in the second crop?
|
To apply a GPU implementation.
|
2412.02765
|
[
14
] |
[
[
[
202,
234,
2252,
481
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.02765/2412.02765_14.png"
] |
What is the immediate goal mentioned in the second crop?
|
[
"cs/2412.02765/2412.02765_14.png"
] |
Which reference number is cited for grid-based spatial analysis methods?
|
27
|
2412.04020
|
[
1
] |
[
[
[
233,
2376,
1233,
2986
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.04020/2412.04020_1.png"
] |
Which reference number is cited for grid-based spatial analysis methods?
|
[
"cs/2412.04020/2412.04020_1.png"
] |
What is the alternative to FMI recommended in the text?
|
Any ranking score, as in green in Tab. 1.
|
2412.04227
|
[
17
] |
[
[
[
275,
2250,
2304,
2601
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.04227/2412.04227_17.png"
] |
What is the alternative to FMI recommended in the text?
|
[
"cs/2412.04227/2412.04227_17.png"
] |
What specific dataset contains 151 features from 27 stool samples?
|
Tengeler et al. (2020) dataset.
|
2412.02882
|
[
3
] |
[
[
[
269,
535,
2256,
1010
]
]
] |
[
[
"image"
]
] |
cs
|
[
"cs/2412.02882/2412.02882_3.png"
] |
What specific dataset contains 151 features from 27 stool samples?
|
[
"cs/2412.02882/2412.02882_3.png"
] |
What specific web app integrates iSEETree for microbiome analysis?
|
miaDash
|
2412.02882
|
[
3
] |
[
[
[
225,
1200,
2156,
2935
]
]
] |
[
[
"image"
]
] |
cs
|
[
"cs/2412.02882/2412.02882_3.png"
] |
What specific web app integrates iSEETree for microbiome analysis?
|
[
"cs/2412.02882/2412.02882_3.png"
] |
What is the email address of the first contact listed?
|
giulio.benedetti@utu.fi
|
2412.02882
|
[
1
] |
[
[
[
215,
895,
2260,
1529
]
]
] |
[
[
"table"
]
] |
cs
|
[
"cs/2412.02882/2412.02882_1.png"
] |
What is the email address of the first contact listed?
|
[
"cs/2412.02882/2412.02882_1.png"
] |
What command launches the app for a TreeSE object in R?
|
iSEE(tse)
|
2412.02882
|
[
3
] |
[
[
[
227,
251,
1213,
1105
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.02882/2412.02882_3.png"
] |
What command launches the app for a TreeSE object in R?
|
[
"cs/2412.02882/2412.02882_3.png"
] |
How many stool samples were used in the Tengeler et al. study?
|
27
|
2412.02882
|
[
3
] |
[
[
[
1276,
527,
2256,
1009
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.02882/2412.02882_3.png"
] |
How many stool samples were used in the Tengeler et al. study?
|
[
"cs/2412.02882/2412.02882_3.png"
] |
What specific app is mentioned in the context of microbiome research?
|
miaDash app
|
2412.02882
|
[
3
] |
[
[
[
1276,
2047,
2259,
2950
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.02882/2412.02882_3.png"
] |
What specific app is mentioned in the context of microbiome research?
|
[
"cs/2412.02882/2412.02882_3.png"
] |
Which package uses TreeSummarizedExperiment for microbiome data exploration?
|
iSEETree
|
2412.02882
|
[
1
] |
[
[
[
1275,
1631,
2259,
2443
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.02882/2412.02882_1.png"
] |
Which package uses TreeSummarizedExperiment for microbiome data exploration?
|
[
"cs/2412.02882/2412.02882_1.png"
] |
Which package family provides tools for TreeSE data objects?
|
mia family of packages
|
2412.02882
|
[
2
] |
[
[
[
1276,
2155,
2258,
2585
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.02882/2412.02882_2.png"
] |
Which package family provides tools for TreeSE data objects?
|
[
"cs/2412.02882/2412.02882_2.png"
] |
Which package does iSEETree rely on for its object type?
|
TreeSE container
|
2412.02882
|
[
1
] |
[
[
[
313,
2694,
2256,
3030
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.02882/2412.02882_1.png"
] |
Which package does iSEETree rely on for its object type?
|
[
"cs/2412.02882/2412.02882_1.png"
] |
What specific feature of iSEE supports reproducibility in iSEEtrees?
|
Code tracking for reproducibility.
|
2412.02882
|
[
3
] |
[
[
[
226,
2340,
1206,
3026
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.02882/2412.02882_3.png"
] |
What specific feature of iSEE supports reproducibility in iSEEtrees?
|
[
"cs/2412.02882/2412.02882_3.png"
] |
What term is used for executable data in the following sections?
|
embedded data
|
2412.02110
|
[
4
] |
[
[
[
10,
2904,
2543,
3300
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.02110/2412.02110_4.png"
] |
What term is used for executable data in the following sections?
|
[
"cs/2412.02110/2412.02110_4.png"
] |
What is the hexadecimal value at address 1A913B0?
|
4000000040000000400000004h
|
2412.02110
|
[
21
] |
[
[
[
161,
211,
1245,
1034
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.02110/2412.02110_21.png"
] |
What is the hexadecimal value at address 1A913B0?
|
[
"cs/2412.02110/2412.02110_21.png"
] |
What was the geometric mean overhead with optimization enabled?
|
0.81%
|
2412.02110
|
[
21
] |
[
[
[
206,
2092,
1267,
2922
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.02110/2412.02110_21.png"
] |
What was the geometric mean overhead with optimization enabled?
|
[
"cs/2412.02110/2412.02110_21.png"
] |
How many layers are needed for predicting four steps ahead?
|
10 layers
|
2412.01417
|
[
5
] |
[
[
[
448,
410,
2104,
739
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.01417/2412.01417_5.png"
] |
How many layers are needed for predicting four steps ahead?
|
[
"cs/2412.01417/2412.01417_5.png"
] |
Which model includes both a rule and a state in its input?
|
Orbit - State+Rule (O-SR)
|
2412.01417
|
[
2
] |
[
[
[
881,
292,
2105,
870
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.01417/2412.01417_2.png"
] |
Which model includes both a rule and a state in its input?
|
[
"cs/2412.01417/2412.01417_2.png"
] |
What specific type of problem is used as a testbed for Transformers?
|
Elementary Cellular Automata (ECAs)
|
2412.01417
|
[
1
] |
[
[
[
447,
2669,
2098,
2936
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.01417/2412.01417_1.png"
] |
What specific type of problem is used as a testbed for Transformers?
|
[
"cs/2412.01417/2412.01417_1.png"
] |
What is the charge of the central node in the hexagon?
|
Negative
|
2411.10904
|
[
11
] |
[
[
[
497,
303,
1205,
926
]
]
] |
[
[
"image"
]
] |
cs
|
[
"cs/2411.10904/2411.10904_11.png"
] |
What is the charge of the central node in the hexagon?
|
[
"cs/2411.10904/2411.10904_11.png"
] |
What is the color of the node labeled '3' in the center?
|
Yellow
|
2411.10904
|
[
11
] |
[
[
[
1340,
1061,
2055,
1683
]
]
] |
[
[
"image"
]
] |
cs
|
[
"cs/2411.10904/2411.10904_11.png"
] |
What is the color of the node labeled '3' in the center?
|
[
"cs/2411.10904/2411.10904_11.png"
] |
What is the charge of the central node in the hexagon?
|
Positive (+)
|
2411.10904
|
[
11
] |
[
[
[
1339,
303,
2054,
925
]
]
] |
[
[
"image"
]
] |
cs
|
[
"cs/2411.10904/2411.10904_11.png"
] |
What is the charge of the central node in the hexagon?
|
[
"cs/2411.10904/2411.10904_11.png"
] |
What specific approach is used for finding invariant subspaces?
|
Coloring vectors approach.
|
2411.10904
|
[
11
] |
[
[
[
299,
2728,
2246,
3014
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2411.10904/2411.10904_11.png"
] |
What specific approach is used for finding invariant subspaces?
|
[
"cs/2411.10904/2411.10904_11.png"
] |
What are the two fixed point subspaces of the Aut(Gc) × Z* action?
|
(0,...,0) and (1,...,6)
|
2411.10904
|
[
11
] |
[
[
[
293,
2062,
2249,
2571
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2411.10904/2411.10904_11.png"
] |
What are the two fixed point subspaces of the Aut(Gc) × Z* action?
|
[
"cs/2411.10904/2411.10904_11.png"
] |
What is the responsibility of the location wait_ack according to the text?
|
2/3
|
2412.05162
|
[
20
] |
[
[
[
562,
491,
2006,
1027
]
]
] |
[
[
"image"
]
] |
cs
|
[
"cs/2412.05162/2412.05162_20.png"
] |
What is the responsibility of the location wait_ack according to the text?
|
[
"cs/2412.05162/2412.05162_20.png"
] |
Which action has no responsibility according to the safety property?
|
btn2
|
2412.05162
|
[
18
] |
[
[
[
544,
2222,
2007,
2781
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.05162/2412.05162_18.png"
] |
Which action has no responsibility according to the safety property?
|
[
"cs/2412.05162/2412.05162_18.png"
] |
Which cloud provider has the lowest cost on ARM processors?
|
OCI
|
2412.03037
|
[
6
] |
[
[
[
494,
1853,
2054,
2778
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.03037/2412.03037_6.png"
] |
Which cloud provider has the lowest cost on ARM processors?
|
[
"cs/2412.03037/2412.03037_6.png"
] |
Which processor does the Azure dv5-series utilize according to reference 14?
|
3rd generation intel® xeon® platinum 8370c (ice lake)
|
2412.03037
|
[
8
] |
[
[
[
1310,
328,
2494,
2040
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.03037/2412.03037_8.png"
] |
Which processor does the Azure dv5-series utilize according to reference 14?
|
[
"cs/2412.03037/2412.03037_8.png"
] |
What is the final step in calculating performance cost efficiency?
|
Calculate per hour money spent for a unit of performance score.
|
2412.03037
|
[
7
] |
[
[
[
1293,
1672,
2250,
2435
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.03037/2412.03037_7.png"
] |
What is the final step in calculating performance cost efficiency?
|
[
"cs/2412.03037/2412.03037_7.png"
] |
What is the primary goal of ClusterKV as stated in the text?
|
Minimizes the overhead associated with clustering.
|
2412.03213
|
[
4
] |
[
[
[
11,
2951,
2540,
3300
]
]
] |
[
[
"table"
]
] |
cs
|
[
"cs/2412.03213/2412.03213_4.png"
] |
What is the primary goal of ClusterKV as stated in the text?
|
[
"cs/2412.03213/2412.03213_4.png"
] |
What is the optimal value of P for BlockSize = 512?
|
P = 16 or P = 32
|
2412.03213
|
[
4
] |
[
[
[
1306,
215,
2344,
2329
]
]
] |
[
[
"table"
]
] |
cs
|
[
"cs/2412.03213/2412.03213_4.png"
] |
What is the optimal value of P for BlockSize = 512?
|
[
"cs/2412.03213/2412.03213_4.png"
] |
What is the average speedup of ClusterKV compared to InfiniGen?
|
2.3×
|
2412.03213
|
[
6
] |
[
[
[
1291,
1392,
2347,
2528
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.03213/2412.03213_6.png"
] |
What is the average speedup of ClusterKV compared to InfiniGen?
|
[
"cs/2412.03213/2412.03213_6.png"
] |
What specific QA tasks are mentioned in the text?
|
single-doc QA, multi-doc QA
|
2412.03213
|
[
5
] |
[
[
[
11,
2948,
2540,
3300
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.03213/2412.03213_5.png"
] |
What specific QA tasks are mentioned in the text?
|
[
"cs/2412.03213/2412.03213_5.png"
] |
Which method closely aligns with full KV in language modeling?
|
ClusterKV
|
2412.03213
|
[
5
] |
[
[
[
1291,
2200,
2346,
2991
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.03213/2412.03213_5.png"
] |
Which method closely aligns with full KV in language modeling?
|
[
"cs/2412.03213/2412.03213_5.png"
] |
What is the cache maintained on GPU for during decoding?
|
Selected KV (K_S, V_S).
|
2412.03213
|
[
4
] |
[
[
[
206,
1723,
1251,
2468
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.03213/2412.03213_4.png"
] |
What is the cache maintained on GPU for during decoding?
|
[
"cs/2412.03213/2412.03213_4.png"
] |
What is the speedup in latency for P=32k and D=1024?
|
2×
|
2412.03213
|
[
6
] |
[
[
[
207,
2454,
1250,
2990
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.03213/2412.03213_6.png"
] |
What is the speedup in latency for P=32k and D=1024?
|
[
"cs/2412.03213/2412.03213_6.png"
] |
What granularity does Quest use for recalling tokens?
|
Pages consisting of page_size consecutive tokens.
|
2412.03213
|
[
1
] |
[
[
[
1292,
1754,
2346,
2988
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.03213/2412.03213_1.png"
] |
What granularity does Quest use for recalling tokens?
|
[
"cs/2412.03213/2412.03213_1.png"
] |
Which cluster is assigned the keys k2, k3, and k4?
|
Cluster 1
|
2412.03213
|
[
4
] |
[
[
[
1291,
2500,
2345,
2990
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.03213/2412.03213_4.png"
] |
Which cluster is assigned the keys k2, k3, and k4?
|
[
"cs/2412.03213/2412.03213_4.png"
] |
What is the page number shown in the center of the image?
|
23
|
2412.04377
|
[
23
] |
[
[
[
9,
2418,
2542,
3300
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.04377/2412.04377_23.png"
] |
What is the page number shown in the center of the image?
|
[
"cs/2412.04377/2412.04377_23.png"
] |
Which crop shows the highest PPV value among the three?
|
The middle crop.
|
2412.04377
|
[
19
] |
[
[
[
9,
2764,
2541,
3300
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.04377/2412.04377_19.png"
] |
Which crop shows the highest PPV value among the three?
|
[
"cs/2412.04377/2412.04377_19.png"
] |
What procedure is invoked after all batches are pulled from the server?
|
finalize
|
2412.02192
|
[
3
] |
[
[
[
212,
302,
1235,
982
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.02192/2412.02192_3.png"
] |
What procedure is invoked after all batches are pulled from the server?
|
[
"cs/2412.02192/2412.02192_3.png"
] |
Which framework from the Mochi ecosystem is used for RPC?
|
Thallium
|
2412.02192
|
[
1
] |
[
[
[
1323,
1974,
2324,
2858
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.02192/2412.02192_1.png"
] |
Which framework from the Mochi ecosystem is used for RPC?
|
[
"cs/2412.02192/2412.02192_1.png"
] |
What is the maximum network I/O speed mentioned in the text?
|
800 Gbps
|
2412.02192
|
[
1
] |
[
[
[
1322,
985,
2324,
1928
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.02192/2412.02192_1.png"
] |
What is the maximum network I/O speed mentioned in the text?
|
[
"cs/2412.02192/2412.02192_1.png"
] |
Which data processing system is referenced with the number [15]?
|
BigQuery
|
2412.02192
|
[
1
] |
[
[
[
214,
2476,
1231,
2941
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.02192/2412.02192_1.png"
] |
Which data processing system is referenced with the number [15]?
|
[
"cs/2412.02192/2412.02192_1.png"
] |
What specific framework is used for RDMA-based columnar data transport?
|
Thallium framework from the Mochi ecosystem.
|
2412.02192
|
[
1
] |
[
[
[
221,
1049,
1228,
2379
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.02192/2412.02192_1.png"
] |
What specific framework is used for RDMA-based columnar data transport?
|
[
"cs/2412.02192/2412.02192_1.png"
] |
What is the mean number of versions for metadata records?
|
2.23
|
2412.05128
|
[
9
] |
[
[
[
280,
2281,
2188,
2956
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.05128/2412.05128_9.png"
] |
What is the mean number of versions for metadata records?
|
[
"cs/2412.05128/2412.05128_9.png"
] |
Which metadata field has the lowest percentage value in the chart?
|
version, 4.34%
|
2412.05128
|
[
10
] |
[
[
[
512,
343,
1993,
691
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.05128/2412.05128_10.png"
] |
Which metadata field has the lowest percentage value in the chart?
|
[
"cs/2412.05128/2412.05128_10.png"
] |
What four dimensions does the framework encompass for manuscript preparation?
|
Technical content, structural coherence, writing precision, ethical integrity.
|
2412.05683
|
[
1
] |
[
[
[
223,
1728,
2329,
3177
]
]
] |
[
[
"image"
]
] |
cs
|
[
"cs/2412.05683/2412.05683_1.png"
] |
What four dimensions does the framework encompass for manuscript preparation?
|
[
"cs/2412.05683/2412.05683_1.png"
] |
What number is visible at the bottom of the second crop?
|
16
|
2412.05683
|
[
16
] |
[
[
[
10,
3072,
2469,
3507
]
]
] |
[
[
"table"
]
] |
cs
|
[
"cs/2412.05683/2412.05683_16.png"
] |
What number is visible at the bottom of the second crop?
|
[
"cs/2412.05683/2412.05683_16.png"
] |
What is the total number of references cited in the second paragraph?
|
8
|
2412.05683
|
[
1
] |
[
[
[
151,
2382,
1205,
3179
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.05683/2412.05683_1.png"
] |
What is the total number of references cited in the second paragraph?
|
[
"cs/2412.05683/2412.05683_1.png"
] |
What is the primary challenge in uncovering research gaps?
|
Developing innovative solutions to address issues.
|
2412.05683
|
[
16
] |
[
[
[
156,
2628,
1202,
3175
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.05683/2412.05683_16.png"
] |
What is the primary challenge in uncovering research gaps?
|
[
"cs/2412.05683/2412.05683_16.png"
] |
What specific aspect of technology efficiency is mentioned?
|
Energy consumption.
|
2412.05683
|
[
16
] |
[
[
[
1267,
344,
2323,
844
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.05683/2412.05683_16.png"
] |
What specific aspect of technology efficiency is mentioned?
|
[
"cs/2412.05683/2412.05683_16.png"
] |
What are the final perplexities for Fira and APOLLO at 30k steps?
|
21.69 and 21.71
|
2412.05270
|
[
13
] |
[
[
[
1270,
2155,
2261,
2985
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.05270/2412.05270_13.png"
] |
What are the final perplexities for Fira and APOLLO at 30k steps?
|
[
"cs/2412.05270/2412.05270_13.png"
] |
Which configuration outperforms channel-wise in extreme low-rank scenarios?
|
APOLLO-Mini
|
2412.05270
|
[
13
] |
[
[
[
1281,
1554,
2259,
2096
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.05270/2412.05270_13.png"
] |
Which configuration outperforms channel-wise in extreme low-rank scenarios?
|
[
"cs/2412.05270/2412.05270_13.png"
] |
What are the theoretical predictions for the observed ratios in the study?
|
0.35 and 0.5 respectively.
|
2412.05270
|
[
7
] |
[
[
[
1281,
1547,
2262,
2088
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.05270/2412.05270_7.png"
] |
What are the theoretical predictions for the observed ratios in the study?
|
[
"cs/2412.05270/2412.05270_7.png"
] |
What specific decompositions are mentioned for a graph in the text?
|
split and bi-join decompositions
|
2412.04970
|
[
21
] |
[
[
[
10,
2890,
2542,
3300
]
]
] |
[
[
"image"
]
] |
cs
|
[
"cs/2412.04970/2412.04970_21.png"
] |
What specific decompositions are mentioned for a graph in the text?
|
[
"cs/2412.04970/2412.04970_21.png"
] |
What can the GPCP do that affects uniqueness in solutions?
|
Use only copying pairs in one round.
|
2412.05198
|
[
24
] |
[
[
[
447,
1097,
2106,
1415
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.05198/2412.05198_24.png"
] |
What can the GPCP do that affects uniqueness in solutions?
|
[
"cs/2412.05198/2412.05198_24.png"
] |
What specific angle is targeted for the fast square Rx gate?
|
4π/11
|
2412.06977
|
[
10
] |
[
[
[
515,
2281,
2059,
2590
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.06977/2412.06977_10.png"
] |
What specific angle is targeted for the fast square Rx gate?
|
[
"cs/2412.06977/2412.06977_10.png"
] |
What specific gate is the fast square gate designed for?
|
R_x(4π/11) gate
|
2412.06977
|
[
10
] |
[
[
[
514,
1097,
2067,
2533
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.06977/2412.06977_10.png"
] |
What specific gate is the fast square gate designed for?
|
[
"cs/2412.06977/2412.06977_10.png"
] |
What amplitude is required for a Rabi frequency of 2π × 10.23 MHz?
|
0.068
|
2412.06977
|
[
12
] |
[
[
[
517,
319,
2066,
860
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.06977/2412.06977_12.png"
] |
What amplitude is required for a Rabi frequency of 2π × 10.23 MHz?
|
[
"cs/2412.06977/2412.06977_12.png"
] |
Which data point on 08/16/23, 19:21 UTC is closest to the mean?
|
Green data point.
|
2412.06977
|
[
12
] |
[
[
[
729,
1528,
1860,
1962
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.06977/2412.06977_12.png"
] |
Which data point on 08/16/23, 19:21 UTC is closest to the mean?
|
[
"cs/2412.06977/2412.06977_12.png"
] |
Which field serves as a unique identifier for an institution?
|
institution_id
|
2412.05815
|
[
13
] |
[
[
[
300,
1398,
2245,
1756
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.05815/2412.05815_13.png"
] |
Which field serves as a unique identifier for an institution?
|
[
"cs/2412.05815/2412.05815_13.png"
] |
What is the default block size (BS) mentioned in the text?
|
128
|
2412.05496
|
[
6
] |
[
[
[
322,
557,
2259,
1594
]
]
] |
[
[
"image"
]
] |
cs
|
[
"cs/2412.05496/2412.05496_6.png"
] |
What is the default block size (BS) mentioned in the text?
|
[
"cs/2412.05496/2412.05496_6.png"
] |
Which block mask type shows the highest performance at 256x256, 117x117?
|
Morton BlockMask
|
2412.05496
|
[
13
] |
[
[
[
1405,
1126,
2220,
1902
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.05496/2412.05496_13.png"
] |
Which block mask type shows the highest performance at 256x256, 117x117?
|
[
"cs/2412.05496/2412.05496_13.png"
] |
What does kv_num_block store for each row in BlockMask?
|
Number of non-zero blocks.
|
2412.05496
|
[
5
] |
[
[
[
1280,
1818,
2262,
2612
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.05496/2412.05496_5.png"
] |
What does kv_num_block store for each row in BlockMask?
|
[
"cs/2412.05496/2412.05496_5.png"
] |
What is the shape of the physical KV cache in PagedAttention?
|
1 × Max_token × D
|
2412.05496
|
[
6
] |
[
[
[
1282,
1660,
2260,
2780
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.05496/2412.05496_6.png"
] |
What is the shape of the physical KV cache in PagedAttention?
|
[
"cs/2412.05496/2412.05496_6.png"
] |
What is left as future work according to the text?
|
Memory swapping to host disk.
|
2412.05496
|
[
6
] |
[
[
[
11,
2910,
2541,
3300
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.05496/2412.05496_6.png"
] |
What is left as future work according to the text?
|
[
"cs/2412.05496/2412.05496_6.png"
] |
What value is used to mark non-computed blocks in BlockMask?
|
-inf
|
2412.05496
|
[
5
] |
[
[
[
249,
1295,
2259,
1795
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.05496/2412.05496_5.png"
] |
What value is used to mark non-computed blocks in BlockMask?
|
[
"cs/2412.05496/2412.05496_5.png"
] |
What is the shape of the pre-computed mask tensor mentioned?
|
B × H × Q_LEN × KV_LEN
|
2412.05496
|
[
5
] |
[
[
[
227,
2487,
1210,
2988
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.05496/2412.05496_5.png"
] |
What is the shape of the pre-computed mask tensor mentioned?
|
[
"cs/2412.05496/2412.05496_5.png"
] |
Which mask is applied only to partial blocks in Figure 3?
|
sliding_win_mask
|
2412.05496
|
[
6
] |
[
[
[
227,
242,
1219,
1017
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.05496/2412.05496_6.png"
] |
Which mask is applied only to partial blocks in Figure 3?
|
[
"cs/2412.05496/2412.05496_6.png"
] |
What is the page number indicated in the image?
|
11
|
2412.06283
|
[
11
] |
[
[
[
11,
3105,
2470,
3507
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.06283/2412.06283_11.png"
] |
What is the page number indicated in the image?
|
[
"cs/2412.06283/2412.06283_11.png"
] |
Which two stages of defense methods are mentioned in the text?
|
pre-generation and post-generation
|
2412.05538
|
[
3
] |
[
[
[
1319,
1445,
2309,
2232
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.05538/2412.05538_3.png"
] |
Which two stages of defense methods are mentioned in the text?
|
[
"cs/2412.05538/2412.05538_3.png"
] |
What function is used for vision-language modal feature extraction?
|
f = CLIP(x, p)
|
2412.05538
|
[
3
] |
[
[
[
240,
2582,
2127,
2976
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.05538/2412.05538_3.png"
] |
What function is used for vision-language modal feature extraction?
|
[
"cs/2412.05538/2412.05538_3.png"
] |
What is the function of CLIP vision and text encoders in CLIP-guided DMs?
|
Execute vision-language modality feature extraction.
|
2412.05538
|
[
3
] |
[
[
[
1310,
2374,
2316,
2985
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.05538/2412.05538_3.png"
] |
What is the function of CLIP vision and text encoders in CLIP-guided DMs?
|
[
"cs/2412.05538/2412.05538_3.png"
] |
Which US journal has the highest share of accounts from Bluesky?
|
JASIST
|
2412.05624
|
[
5
] |
[
[
[
296,
1354,
2182,
1872
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.05624/2412.05624_5.png"
] |
Which US journal has the highest share of accounts from Bluesky?
|
[
"cs/2412.05624/2412.05624_5.png"
] |
What is the difference in QR time between double and single precision?
|
994.8 seconds
|
2412.07631
|
[
7
] |
[
[
[
564,
299,
1969,
675
]
]
] |
[
[
"image"
]
] |
cs
|
[
"cs/2412.07631/2412.07631_7.png"
] |
What is the difference in QR time between double and single precision?
|
[
"cs/2412.07631/2412.07631_7.png"
] |
Which line shows the highest average value in the top graph section?
|
PSNRdoublecropped
|
2412.07631
|
[
11
] |
[
[
[
674,
751,
1837,
1536
]
]
] |
[
[
"image"
]
] |
cs
|
[
"cs/2412.07631/2412.07631_11.png"
] |
Which line shows the highest average value in the top graph section?
|
[
"cs/2412.07631/2412.07631_11.png"
] |
What page number is shown in the bottom right corner of the image?
|
26
|
2412.06606
|
[
26
] |
[
[
[
11,
2631,
2540,
3300
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.06606/2412.06606_26.png"
] |
What page number is shown in the bottom right corner of the image?
|
[
"cs/2412.06606/2412.06606_26.png"
] |
What is the maximum number of drafts generated for inserting a word?
|
Up to five drafts.
|
2412.06606
|
[
26
] |
[
[
[
299,
290,
2294,
2186
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.06606/2412.06606_26.png"
] |
What is the maximum number of drafts generated for inserting a word?
|
[
"cs/2412.06606/2412.06606_26.png"
] |
What specific range of reviewers is considered in collusion scenarios?
|
3-6 reviewers
|
2412.06606
|
[
19
] |
[
[
[
302,
1297,
2250,
2423
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.06606/2412.06606_19.png"
] |
What specific range of reviewers is considered in collusion scenarios?
|
[
"cs/2412.06606/2412.06606_19.png"
] |
What is the central number in the provided image crop?
|
4
|
2412.06730
|
[
4
] |
[
[
[
10,
2891,
2541,
3300
]
]
] |
[
[
"text"
]
] |
cs
|
[
"cs/2412.06730/2412.06730_4.png"
] |
What is the central number in the provided image crop?
|
[
"cs/2412.06730/2412.06730_4.png"
] |
Which text similarity metric performed better than BM25, except for organisms?
|
Sentence BERT
|
2412.07550
|
[
30
] |
[
[
[
553,
1022,
1999,
2473
]
]
] |
[
[
"image"
]
] |
cs
|
[
"cs/2412.07550/2412.07550_30.png"
] |
Which text similarity metric performed better than BM25, except for organisms?
|
[
"cs/2412.07550/2412.07550_30.png"
] |
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