Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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model-npz/EfficientNetB7_optadam_s10_e1_b8_lr001_3201.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
0.47
50
1.2
29
25.07
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e1_b8_lr001_2082
10
600
600
3
10
adam
1
8
0.001
2.15.1
12.2
49.55
99.12
99.15
model-npz/EfficientNetB7_optadam_s10_e1_b8_lr0001_1252.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.27
37
0.9
28
25.04
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e1_b8_lr0001_1668
10
600
600
3
10
adam
1
8
0.0001
2.15.1
12.2
49.85
99.72
99.77
model-npz/EfficientNetB7_optadam_s10_e1_b8_lr00001_1772.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
0.48
78
1.39
30
25.05
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e2_b1_lr01_9429
10
600
600
3
10
adam
2
1
0.01
2.15.1
12.2
4.93
49.34
98.71
model-npz/EfficientNetB7_optadam_s10_e2_b1_lr001_1893.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
0.56
94
2.07
33
25.15
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e2_b1_lr001_8434
10
600
600
3
10
adam
2
1
0.001
2.15.1
12.2
4.95
49.55
99.14
model-npz/EfficientNetB7_optadam_s10_e2_b1_lr0001_2420.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
0.57
95
2.09
34
25.19
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e2_b1_lr0001_2679
10
600
600
3
10
adam
2
1
0.0001
2.15.1
12.2
4.99
49.95
99.95
model-npz/EfficientNetB7_optadam_s10_e2_b1_lr00001_1095.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
0.47
91
1.78
33
25.17
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e2_b2_lr01_2474
10
600
600
3
10
adam
2
2
0.01
2.15.1
12.2
9.89
49.47
98.96
model-npz/EfficientNetB7_optadam_s10_e2_b2_lr001_4355.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
0.56
95
1.7
34
25.17
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e2_b2_lr001_2689
10
600
600
3
10
adam
2
2
0.001
2.15.1
12.2
10
50.03
100.09
model-npz/EfficientNetB7_optadam_s10_e2_b2_lr0001_2919.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
0.49
95
1.54
34
25.2
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e2_b2_lr0001_1865
10
600
600
3
10
adam
2
2
0.0001
2.15.1
12.2
9.93
49.64
99.33
model-npz/EfficientNetB7_optadam_s10_e2_b2_lr00001_2427.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
0.53
96
1.62
35
25.18
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e2_b4_lr01_2951
10
600
600
3
10
adam
2
4
0.01
2.15.1
12.2
16.83
50.5
101.02
model-npz/EfficientNetB7_optadam_s10_e2_b4_lr001_4418.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
0.49
100
1.45
34
25.23
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e2_b4_lr001_8649
10
600
600
3
10
adam
2
4
0.001
2.15.1
12.2
16.65
49.95
99.94
model-npz/EfficientNetB7_optadam_s10_e2_b4_lr0001_1894.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
0.6
95
1.65
34
25.2
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e2_b4_lr0001_2147
10
600
600
3
10
adam
2
4
0.0001
2.15.1
12.2
16.82
50.48
101
model-npz/EfficientNetB7_optadam_s10_e2_b4_lr00001_1532.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
0.48
100
1.5
35
25.25
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e2_b8_lr01_6542
10
600
600
3
10
adam
2
8
0.01
2.15.1
12.2
25.14
50.3
100.65
model-npz/EfficientNetB7_optadam_s10_e2_b8_lr001_1174.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
0.73
100
1.93
34
25.19
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e2_b8_lr001_3333
10
600
600
3
10
adam
2
8
0.001
2.15.1
12.2
24.82
49.64
99.34
model-npz/EfficientNetB7_optadam_s10_e2_b8_lr0001_2624.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
0.64
100
1.81
35
25.18
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e2_b8_lr0001_8696
10
600
600
3
10
adam
2
8
0.0001
2.15.1
12.2
25.13
50.27
100.58
model-npz/EfficientNetB7_optadam_s10_e2_b8_lr00001_4750.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
0.41
94
1.32
34
25.19
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e5_b1_lr01_2284
10
600
600
3
10
adam
5
1
0.01
2.15.1
12.2
2.06
20.59
102.98
model-npz/EfficientNetB7_optadam_s10_e5_b1_lr001_1383.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
1.19
95
4.46
35
25.46
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e5_b1_lr001_1015
10
600
600
3
10
adam
5
1
0.001
2.15.1
12.2
2.05
20.54
102.73
model-npz/EfficientNetB7_optadam_s10_e5_b1_lr0001_3138.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
1.25
96
4.6
35
25.74
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e5_b1_lr0001_7668
10
600
600
3
10
adam
5
1
0.0001
2.15.1
12.2
2.06
20.64
103.25
model-npz/EfficientNetB7_optadam_s10_e5_b1_lr00001_3091.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
1.21
93
4.45
35
25.78
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e5_b2_lr01_1446
10
600
600
3
10
adam
5
2
0.01
2.15.1
12.2
4.09
20.48
102.45
model-npz/EfficientNetB7_optadam_s10_e5_b2_lr001_1439.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
1.3
96
3.94
36
25.74
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e5_b2_lr001_3398
10
600
600
3
10
adam
5
2
0.001
2.15.1
12.2
4.08
20.39
101.99
model-npz/EfficientNetB7_optadam_s10_e5_b2_lr0001_1379.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
1.41
96
4.25
36
25.76
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e5_b2_lr0001_2898
10
600
600
3
10
adam
5
2
0.0001
2.15.1
12.2
4.08
20.41
102.1
model-npz/EfficientNetB7_optadam_s10_e5_b2_lr00001_2972.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
1.28
96
3.84
36
25.79
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e5_b4_lr01_2896
10
600
600
3
10
adam
5
4
0.01
2.15.1
12.2
6.87
20.61
103.1
model-npz/EfficientNetB7_optadam_s10_e5_b4_lr001_5343.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
44
1.53
100
4.01
36
25.69
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e5_b4_lr001_2374
10
600
600
3
10
adam
5
4
0.001
2.15.1
12.2
6.93
20.79
103.99
model-npz/EfficientNetB7_optadam_s10_e5_b4_lr0001_3069.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
1.54
100
4.04
36
25.72
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e5_b4_lr0001_3202
10
600
600
3
10
adam
5
4
0.0001
2.15.1
12.2
6.88
20.64
103.26
model-npz/EfficientNetB7_optadam_s10_e5_b4_lr00001_1441.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
1.49
100
3.94
36
25.65
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e5_b8_lr01_2930
10
600
600
3
10
adam
5
8
0.01
2.15.1
12.2
10.28
20.56
102.82
model-npz/EfficientNetB7_optadam_s10_e5_b8_lr001_3058.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
49
1.56
100
3.77
37
25.71
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e5_b8_lr001_8297
10
600
600
3
10
adam
5
8
0.001
2.15.1
12.2
10.32
20.66
103.33
model-npz/EfficientNetB7_optadam_s10_e5_b8_lr0001_1937.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
49
1.49
100
3.58
37
25.7
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e5_b8_lr0001_1411
10
600
600
3
10
adam
5
8
0.0001
2.15.1
12.2
10.32
20.65
103.28
model-npz/EfficientNetB7_optadam_s10_e5_b8_lr00001_2651.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
47
1.38
100
3.42
38
25.75
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e10_b1_lr01_1672
10
600
600
3
10
adam
10
1
0.01
2.15.1
12.2
1.09
10.93
109.35
model-npz/EfficientNetB7_optadam_s10_e10_b1_lr001_1553.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
2.29
95
8.5
36
26.2
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e10_b1_lr001_9958
10
600
600
3
10
adam
10
1
0.001
2.15.1
12.2
1.09
10.87
108.79
model-npz/EfficientNetB7_optadam_s10_e10_b1_lr0001_1479.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
2.3
93
8.43
37
26.49
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e10_b1_lr0001_1573
10
600
600
3
10
adam
10
1
0.0001
2.15.1
12.2
1.08
10.84
108.5
model-npz/EfficientNetB7_optadam_s10_e10_b1_lr00001_1017.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
2.25
95
8.18
37
26.56
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e10_b2_lr01_3017
10
600
600
3
10
adam
10
2
0.01
2.15.1
12.2
2.13
10.67
106.7
model-npz/EfficientNetB7_optadam_s10_e10_b2_lr001_4173.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
2.56
95
7.66
38
26.58
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e10_b2_lr001_1350
10
600
600
3
10
adam
10
2
0.001
2.15.1
12.2
2.13
10.64
106.49
model-npz/EfficientNetB7_optadam_s10_e10_b2_lr0001_2766.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
2.56
95
7.68
38
26.58
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e10_b2_lr0001_2134
10
600
600
3
10
adam
10
2
0.0001
2.15.1
12.2
2.14
10.7
107.03
model-npz/EfficientNetB7_optadam_s10_e10_b2_lr00001_2430.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
2.65
96
7.81
38
26.56
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e10_b4_lr01_1335
10
600
600
3
10
adam
10
4
0.01
2.15.1
12.2
3.61
10.85
108.54
model-npz/EfficientNetB7_optadam_s10_e10_b4_lr001_1388.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
2.81
100
7.25
39
26.71
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e10_b4_lr001_3451
10
600
600
3
10
adam
10
4
0.001
2.15.1
12.2
3.57
10.73
107.31
model-npz/EfficientNetB7_optadam_s10_e10_b4_lr0001_6666.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
44
2.67
100
7
39
26.71
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e10_b4_lr0001_2332
10
600
600
3
10
adam
10
4
0.0001
2.15.1
12.2
3.57
10.71
107.15
model-npz/EfficientNetB7_optadam_s10_e10_b4_lr00001_1193.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
2.96
100
7.33
39
26.66
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e10_b8_lr01_1618
10
600
600
3
10
adam
10
8
0.01
2.15.1
12.2
5.37
10.75
107.5
model-npz/EfficientNetB7_optadam_s10_e10_b8_lr001_3331.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
52
2.87
100
7.14
40
26.71
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e10_b8_lr001_2746
10
600
600
3
10
adam
10
8
0.001
2.15.1
12.2
5.36
10.73
107.38
model-npz/EfficientNetB7_optadam_s10_e10_b8_lr0001_2502.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
48
2.81
100
7.02
40
26.69
EfficientNetB7_architecture_optadam_s10_ipd600x600x3_opd10_e10_b8_lr0001_2759
10
600
600
3
10
adam
10
8
0.0001
2.15.1
12.2
5.39
10.78
107.83
model-npz/EfficientNetB7_optadam_s10_e10_b8_lr00001_9105.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
53
2.83
100
6.6
40
26.74
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e1_b1_lr01_3348
100
600
600
3
10
adam
1
1
0.01
2.15.1
12.2
1.08
107.89
107.92
model-npz/EfficientNetB7_optadam_s100_e1_b1_lr001_8364.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
2.25
93
8.27
36
26.56
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e1_b1_lr001_6281
100
600
600
3
10
adam
1
1
0.001
2.15.1
12.2
1.08
108.64
108.69
model-npz/EfficientNetB7_optadam_s100_e1_b1_lr0001_1790.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
2.23
94
8.21
37
26.58
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e1_b1_lr0001_1030
100
600
600
3
10
adam
1
1
0.0001
2.15.1
12.2
1.08
108.54
108.59
model-npz/EfficientNetB7_optadam_s100_e1_b1_lr00001_1693.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
2.23
95
8.38
37
26.6
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e1_b2_lr01_2585
100
600
600
3
10
adam
1
2
0.01
2.15.1
12.2
2.14
107.23
107.25
model-npz/EfficientNetB7_optadam_s100_e1_b2_lr001_8986.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
2.53
96
7.56
38
26.55
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e1_b2_lr001_2541
100
600
600
3
10
adam
1
2
0.001
2.15.1
12.2
2.12
106.27
106.32
model-npz/EfficientNetB7_optadam_s100_e1_b2_lr0001_1153.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
2.62
96
7.78
37
26.55
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e1_b2_lr0001_1091
100
600
600
3
10
adam
1
2
0.0001
2.15.1
12.2
2.12
106.01
106.03
model-npz/EfficientNetB7_optadam_s100_e1_b2_lr00001_1743.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
2.59
96
8.03
38
26.58
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e1_b4_lr01_1276
100
600
600
3
10
adam
1
4
0.01
2.15.1
12.2
4.2
105.07
105.1
model-npz/EfficientNetB7_optadam_s100_e1_b4_lr001_1577.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
2.87
100
7.06
39
26.51
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e1_b4_lr001_3084
100
600
600
3
10
adam
1
4
0.001
2.15.1
12.2
4.22
105.58
105.61
model-npz/EfficientNetB7_optadam_s100_e1_b4_lr0001_1176.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
3.07
100
7.66
39
26.5
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e1_b4_lr0001_3857
100
600
600
3
10
adam
1
4
0.0001
2.15.1
12.2
4.22
105.44
105.48
model-npz/EfficientNetB7_optadam_s100_e1_b4_lr00001_8198.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
2.92
100
7.15
39
26.5
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e1_b8_lr01_1241
100
600
600
3
10
adam
1
8
0.01
2.15.1
12.2
8.23
106.99
107.03
model-npz/EfficientNetB7_optadam_s100_e1_b8_lr001_6688.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
48
2.87
100
6.76
39
26.59
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e1_b8_lr001_2604
100
600
600
3
10
adam
1
8
0.001
2.15.1
12.2
8.21
106.73
106.76
model-npz/EfficientNetB7_optadam_s100_e1_b8_lr0001_5939.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
48
3.14
100
7.12
39
26.59
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e1_b8_lr0001_3052
100
600
600
3
10
adam
1
8
0.0001
2.15.1
12.2
8.21
106.79
106.81
model-npz/EfficientNetB7_optadam_s100_e1_b8_lr00001_1308.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
50
3.07
100
7.11
38
26.55
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e1_b16_lr01_1555
100
600
600
3
10
adam
1
16
0.01
2.15.1
12.2
15.12
105.89
105.94
model-npz/EfficientNetB7_optadam_s100_e1_b16_lr001_3343.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
59
2.98
100
6.3
41
26.69
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e1_b16_lr001_7097
100
600
600
3
10
adam
1
16
0.001
2.15.1
12.2
15.09
105.67
105.69
model-npz/EfficientNetB7_optadam_s100_e1_b16_lr0001_9807.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
56
3.44
100
7.28
40
26.63
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e1_b16_lr0001_2037
100
600
600
3
10
adam
1
16
0.0001
2.15.1
12.2
15.11
105.78
105.83
model-npz/EfficientNetB7_optadam_s100_e1_b16_lr00001_2398.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
62
3.58
100
7.23
40
26.66
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e2_b1_lr01_3072
100
600
600
3
10
adam
2
1
0.01
2.15.1
12.2
0.6
60.08
120.18
model-npz/EfficientNetB7_optadam_s100_e2_b1_lr001_2685.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
4.22
100
16.86
37
26.87
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e2_b1_lr001_2641
100
600
600
3
10
adam
2
1
0.001
2.15.1
12.2
0.59
59.42
118.87
model-npz/EfficientNetB7_optadam_s100_e2_b1_lr0001_6073.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
4.17
95
15.34
38
27.67
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e2_b1_lr0001_2013
100
600
600
3
10
adam
2
1
0.0001
2.15.1
12.2
0.59
59.49
119.02
model-npz/EfficientNetB7_optadam_s100_e2_b1_lr00001_2494.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
4.3
96
15.5
38
27.84
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e2_b2_lr01_3315
100
600
600
3
10
adam
2
2
0.01
2.15.1
12.2
1.16
58.12
116.26
model-npz/EfficientNetB7_optadam_s100_e2_b2_lr001_1501.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
4.78
96
14.38
39
27.81
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e2_b2_lr001_1362
100
600
600
3
10
adam
2
2
0.001
2.15.1
12.2
1.16
58.29
116.62
model-npz/EfficientNetB7_optadam_s100_e2_b2_lr0001_8900.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
4.78
96
14.37
39
27.78
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e2_b2_lr0001_3111
100
600
600
3
10
adam
2
2
0.0001
2.15.1
12.2
1.16
58.14
116.32
model-npz/EfficientNetB7_optadam_s100_e2_b2_lr00001_6152.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
4.84
96
14.39
39
27.82
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e2_b4_lr01_1072
100
600
600
3
10
adam
2
4
0.01
2.15.1
12.2
2.28
57.14
114.31
model-npz/EfficientNetB7_optadam_s100_e2_b4_lr001_3102.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
5.56
100
13.72
40
27.87
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e2_b4_lr001_2349
100
600
600
3
10
adam
2
4
0.001
2.15.1
12.2
2.28
56.95
113.93
model-npz/EfficientNetB7_optadam_s100_e2_b4_lr0001_1380.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
5.43
100
13.22
40
27.84
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e2_b4_lr0001_3251
100
600
600
3
10
adam
2
4
0.0001
2.15.1
12.2
2.3
57.48
115.01
model-npz/EfficientNetB7_optadam_s100_e2_b4_lr00001_2920.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
44
5.43
100
13.41
40
27.88