Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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224
3
10
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10
1
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model-npz/EfficientNetB0_optadam_s1000_e10_b1_lr00001_7741.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
1.79
100
39.47
35
34.48
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr0001_2754
1,000
224
224
3
10
adam
10
1
0.0001
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258.45
model-npz/EfficientNetB0_optadam_s1000_e10_b1_lr00001_2521.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
1.78
100
39.35
33
31.69
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr01_1735
1,000
224
224
3
10
adam
10
2
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147.48
model-npz/EfficientNetB0_optadam_s1000_e10_b2_lr001_1014.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
2.85
100
43.74
36
34.73
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr01_2436
1,000
224
224
3
10
adam
10
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147.88
model-npz/EfficientNetB0_optadam_s1000_e10_b2_lr001_1658.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
2.83
100
43.49
33
32.07
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr001_1376
1,000
224
224
3
10
adam
10
2
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144.85
model-npz/EfficientNetB0_optadam_s1000_e10_b2_lr0001_4749.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
2.92
100
44.08
36
34.53
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr001_2918
1,000
224
224
3
10
adam
10
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147.47
model-npz/EfficientNetB0_optadam_s1000_e10_b2_lr0001_2085.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
2.79
100
43.61
33
31.97
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr0001_1424
1,000
224
224
3
10
adam
10
2
0.0001
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147.1
model-npz/EfficientNetB0_optadam_s1000_e10_b2_lr00001_1186.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
2.85
100
43.25
36
34.65
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr0001_2113
1,000
224
224
3
10
adam
10
2
0.0001
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147.33
model-npz/EfficientNetB0_optadam_s1000_e10_b2_lr00001_2391.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
2.82
100
43.3
34
32.4
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr01_2562
1,000
224
224
3
10
adam
10
4
0.01
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model-npz/EfficientNetB0_optadam_s1000_e10_b4_lr001_1914.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
4.14
100
41.37
37
34.97
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr01_3222
1,000
224
224
3
10
adam
10
4
0.01
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model-npz/EfficientNetB0_optadam_s1000_e10_b4_lr001_3252.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
4.11
100
40.75
35
32.71
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr001_2708
1,000
224
224
3
10
adam
10
4
0.001
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12.2
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90.81
model-npz/EfficientNetB0_optadam_s1000_e10_b4_lr0001_5026.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
4.01
100
41.33
37
35.29
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr001_3346
1,000
224
224
3
10
adam
10
4
0.001
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model-npz/EfficientNetB0_optadam_s1000_e10_b4_lr0001_1886.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
4.1
100
40.91
35
32.75
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr0001_7188
1,000
224
224
3
10
adam
10
4
0.0001
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model-npz/EfficientNetB0_optadam_s1000_e10_b4_lr00001_2294.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
4.14
100
41.42
38
35.61
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr0001_2671
1,000
224
224
3
10
adam
10
4
0.0001
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91.86
model-npz/EfficientNetB0_optadam_s1000_e10_b4_lr00001_1776.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
4.04
100
41.64
36
32.9
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr01_3338
1,000
224
224
3
10
adam
10
8
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69.17
model-npz/EfficientNetB0_optadam_s1000_e10_b8_lr001_2413.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
6.2
100
37.09
39
35.72
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr01_6622
1,000
224
224
3
10
adam
10
8
0.01
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67.46
model-npz/EfficientNetB0_optadam_s1000_e10_b8_lr001_2636.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
6.31
100
37.91
37
33.12
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr001_3217
1,000
224
224
3
10
adam
10
8
0.001
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67.94
model-npz/EfficientNetB0_optadam_s1000_e10_b8_lr0001_4114.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
6.38
100
37.93
40
35.97
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr001_1490
1,000
224
224
3
10
adam
10
8
0.001
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model-npz/EfficientNetB0_optadam_s1000_e10_b8_lr0001_8718.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
6.38
100
37.3
38
33.44
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr0001_7208
1,000
224
224
3
10
adam
10
8
0.0001
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68.11
model-npz/EfficientNetB0_optadam_s1000_e10_b8_lr00001_2544.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
6.31
100
37.95
40
36.09
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr0001_1205
1,000
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
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6.82
68.27
model-npz/EfficientNetB0_optadam_s1000_e10_b8_lr00001_1480.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
6.29
100
37.79
38
33.74
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr01_7416
1,000
224
224
3
10
adam
10
16
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61.2
model-npz/EfficientNetB0_optadam_s1000_e10_b16_lr001_1553.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
8.81
100
32.25
41
36.1
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr01_1612
1,000
224
224
3
10
adam
10
16
0.01
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12.2
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60.98
model-npz/EfficientNetB0_optadam_s1000_e10_b16_lr001_1845.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
8.9
100
33.15
39
33.89
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr001_2846
1,000
224
224
3
10
adam
10
16
0.001
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61.81
model-npz/EfficientNetB0_optadam_s1000_e10_b16_lr0001_8452.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
8.73
100
33
42
36.34
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr001_1498
1,000
224
224
3
10
adam
10
16
0.001
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model-npz/EfficientNetB0_optadam_s1000_e10_b16_lr0001_6469.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
8.91
100
32.6
40
34.08
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr0001_2048
1,000
224
224
3
10
adam
10
16
0.0001
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60.56
model-npz/EfficientNetB0_optadam_s1000_e10_b16_lr00001_3290.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
9.01
100
33.08
43
36.61
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr0001_1579
1,000
224
224
3
10
adam
10
16
0.0001
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model-npz/EfficientNetB0_optadam_s1000_e10_b16_lr00001_2549.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
8.98
100
32.9
40
34.23
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr01_4243
1,000
224
224
3
10
adam
10
32
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model-npz/EfficientNetB0_optadam_s1000_e10_b32_lr001_2337.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
10.92
100
31.75
43
36.65
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr01_2567
1,000
224
224
3
10
adam
10
32
0.01
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56.9
model-npz/EfficientNetB0_optadam_s1000_e10_b32_lr001_3142.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
10.98
100
30.45
41
34.21
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr001_6125
1,000
224
224
3
10
adam
10
32
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model-npz/EfficientNetB0_optadam_s1000_e10_b32_lr0001_2715.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
11.14
100
31.05
44
36.76
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr001_2109
1,000
224
224
3
10
adam
10
32
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model-npz/EfficientNetB0_optadam_s1000_e10_b32_lr0001_2524.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
10.93
100
31.58
42
34.3
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr0001_3852
1,000
224
224
3
10
adam
10
32
0.0001
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54.96
model-npz/EfficientNetB0_optadam_s1000_e10_b32_lr00001_2396.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
11.64
100
33.21
45
37.35
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr0001_4985
1,000
224
224
3
10
adam
10
32
0.0001
2.15.1
12.2
0.17
5.58
55.82
model-npz/EfficientNetB0_optadam_s1000_e10_b32_lr00001_1551.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
11.09
100
31.51
42
34.57
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr01_1395
1,000
224
224
3
10
adam
10
64
0.01
2.15.1
12.2
0.33
5.33
53.39
model-npz/EfficientNetB0_optadam_s1000_e10_b64_lr001_1093.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
47
13.17
100
31.11
45
37.21
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr01_1450
1,000
224
224
3
10
adam
10
64
0.01
2.15.1
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0.33
5.34
53.4
model-npz/EfficientNetB0_optadam_s1000_e10_b64_lr001_2247.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
48
12.85
100
30.36
42
34.47
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr001_4783
1,000
224
224
3
10
adam
10
64
0.001
2.15.1
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5.31
53.18
model-npz/EfficientNetB0_optadam_s1000_e10_b64_lr0001_1199.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
47
12.8
100
30.09
46
37.39
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr001_8950
1,000
224
224
3
10
adam
10
64
0.001
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53.13
model-npz/EfficientNetB0_optadam_s1000_e10_b64_lr0001_3119.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
48
13.06
100
31.18
44
34.7
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr0001_1678
1,000
224
224
3
10
adam
10
64
0.0001
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5.38
53.83
model-npz/EfficientNetB0_optadam_s1000_e10_b64_lr00001_6417.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
47
13
100
29.96
46
37.4
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr0001_2397
1,000
224
224
3
10
adam
10
64
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5.39
53.89
model-npz/EfficientNetB0_optadam_s1000_e10_b64_lr00001_4700.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
47
12.88
100
29.69
44
34.78
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr01_2445
1
224
224
3
10
sgd
1
1
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22.21
22.22
22.24
model-npz/EfficientNetB0_optsgd_s1_e1_b1_lr001_1823.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.19
100
5.67
38
35.2
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr01_9256
1
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
22.25
22.25
22.28
model-npz/EfficientNetB0_optsgd_s1_e1_b1_lr001_3132.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.17
100
5.67
35
32.35
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr001_2280
1
224
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3
10
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model-npz/EfficientNetB0_optsgd_s1_e1_b1_lr0001_3032.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.17
100
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35
33.32
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr001_1899
1
224
224
3
10
sgd
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1
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.19
100
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32
30.72
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr0001_1534
1
224
224
3
10
sgd
1
1
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.13
100
3.89
34
33.06
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr0001_1395
1
224
224
3
10
sgd
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1
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model-npz/EfficientNetB0_optsgd_s1_e1_b1_lr00001_3364.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.15
100
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31
30.09
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr01_1516
1
224
224
3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.11
100
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33
32.09
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr01_2432
1
224
224
3
10
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1
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.15
100
5.34
31
30
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr001_1371
1
224
224
3
10
sgd
2
1
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.19
100
6.35
33
32.12
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr001_3120
1
224
224
3
10
sgd
2
1
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model-npz/EfficientNetB0_optsgd_s1_e2_b1_lr0001_3232.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.19
100
6.38
30
29.98
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr0001_2771
1
224
224
3
10
sgd
2
1
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.17
100
5.91
33
32.11
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr0001_6632
1
224
224
3
10
sgd
2
1
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11.12
22.29
model-npz/EfficientNetB0_optsgd_s1_e2_b1_lr00001_8234.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.19
100
6.48
30
29.52
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr01_1149
1
224
224
3
10
sgd
5
1
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model-npz/EfficientNetB0_optsgd_s1_e5_b1_lr001_2482.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.16
100
5.58
33
32.07
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr01_1082
1
224
224
3
10
sgd
5
1
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model-npz/EfficientNetB0_optsgd_s1_e5_b1_lr001_2495.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.19
100
5.91
30
29.15
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr001_1941
1
224
224
3
10
sgd
5
1
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model-npz/EfficientNetB0_optsgd_s1_e5_b1_lr0001_3113.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.19
100
5.85
33
32.06
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr001_2000
1
224
224
3
10
sgd
5
1
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model-npz/EfficientNetB0_optsgd_s1_e5_b1_lr0001_5990.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.17
100
5.85
30
29.13
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr0001_2168
1
224
224
3
10
sgd
5
1
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23.76
model-npz/EfficientNetB0_optsgd_s1_e5_b1_lr00001_5697.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.18
100
6.11
32
31.98
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr0001_3211
1
224
224
3
10
sgd
5
1
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23.53
model-npz/EfficientNetB0_optsgd_s1_e5_b1_lr00001_1656.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.14
100
5.3
30
29.07
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr01_1221
1
224
224
3
10
sgd
10
1
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2.23
2.23
22.35
model-npz/EfficientNetB0_optsgd_s1_e10_b1_lr001_1255.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.16
100
5.22
32
31.45
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr01_1359
1
224
224
3
10
sgd
10
1
0.01
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12.2
2.23
2.24
22.4
model-npz/EfficientNetB0_optsgd_s1_e10_b1_lr001_1291.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.15
100
4.47
30
29.08
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr001_1101
1
224
224
3
10
sgd
10
1
0.001
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12.2
2.21
2.22
22.2
model-npz/EfficientNetB0_optsgd_s1_e10_b1_lr0001_2696.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.21
100
6.43
32
31.13
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr001_3243
1
224
224
3
10
sgd
10
1
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12.2
2.24
2.24
22.5
model-npz/EfficientNetB0_optsgd_s1_e10_b1_lr0001_4779.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.19
100
5.83
29
28.94
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr0001_1209
1
224
224
3
10
sgd
10
1
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2.24
2.24
22.48
model-npz/EfficientNetB0_optsgd_s1_e10_b1_lr00001_2049.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.15
100
4.53
32
31.11
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr0001_1844
1
224
224
3
10
sgd
10
1
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12.2
2.21
2.21
22.12
model-npz/EfficientNetB0_optsgd_s1_e10_b1_lr00001_2869.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.17
100
5.74
29
29
EfficientNetB0_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr01_2065
10
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
2.25
22.54
22.58
model-npz/EfficientNetB0_optsgd_s10_e1_b1_lr001_3376.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.2
100
6.98
32
31.17