Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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8
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108
80
hbm2e
2,040
432
7
1.93
100
21.76
37
34.64
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b2_lr001_8760
100
299
299
3
10
sgd
5
2
0.001
2.15.1
12.2
0.1
4.95
24.78
model-npz/InceptionV3_optsgd_s100_e5_b2_lr0001_3266.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
2.07
100
24.34
36
34.34
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b2_lr0001_1584
100
299
299
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.1
4.92
24.61
model-npz/InceptionV3_optsgd_s100_e5_b2_lr00001_7401.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
2.24
100
23.44
37
34.08
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b4_lr01_1285
100
299
299
3
10
sgd
5
4
0.01
2.15.1
12.2
0.17
4.3
21.51
model-npz/InceptionV3_optsgd_s100_e5_b4_lr001_7957.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
2.25
100
21.6
37
34.08
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b4_lr001_2228
100
299
299
3
10
sgd
5
4
0.001
2.15.1
12.2
0.18
4.41
22.11
model-npz/InceptionV3_optsgd_s100_e5_b4_lr0001_2914.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
1.96
100
18.41
38
34.11
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b4_lr0001_3267
100
299
299
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.17
4.32
21.62
model-npz/InceptionV3_optsgd_s100_e5_b4_lr00001_2318.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
2.09
100
20.21
38
34.19
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b8_lr01_2679
100
299
299
3
10
sgd
5
8
0.01
2.15.1
12.2
0.37
4.78
23.93
model-npz/InceptionV3_optsgd_s100_e5_b8_lr001_2830.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
3.59
100
25.72
39
34.45
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b8_lr001_1077
100
299
299
3
10
sgd
5
8
0.001
2.15.1
12.2
0.37
4.76
23.85
model-npz/InceptionV3_optsgd_s100_e5_b8_lr0001_2420.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
3.63
100
25.16
39
34.61
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b8_lr0001_3353
100
299
299
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.37
4.77
23.86
model-npz/InceptionV3_optsgd_s100_e5_b8_lr00001_1981.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
3.79
100
26.43
40
34.9
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b16_lr01_1172
100
299
299
3
10
sgd
5
16
0.01
2.15.1
12.2
0.68
4.74
23.74
model-npz/InceptionV3_optsgd_s100_e5_b16_lr001_2668.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
4.05
100
25.84
41
35.09
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b16_lr001_2402
100
299
299
3
10
sgd
5
16
0.001
2.15.1
12.2
0.68
4.79
23.99
model-npz/InceptionV3_optsgd_s100_e5_b16_lr0001_2581.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
3.79
100
23.82
42
35.33
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b16_lr0001_2312
100
299
299
3
10
sgd
5
16
0.0001
2.15.1
12.2
0.68
4.78
23.91
model-npz/InceptionV3_optsgd_s100_e5_b16_lr00001_1703.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
3.63
100
24.28
41
35.56
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b32_lr01_1213
100
299
299
3
10
sgd
5
32
0.01
2.15.1
12.2
1.23
4.95
24.78
model-npz/InceptionV3_optsgd_s100_e5_b32_lr001_1257.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
5.31
100
29.22
42
36.36
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b32_lr001_1885
100
299
299
3
10
sgd
5
32
0.001
2.15.1
12.2
1.24
4.98
24.94
model-npz/InceptionV3_optsgd_s100_e5_b32_lr0001_1126.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
5
100
28.91
44
36.93
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b32_lr0001_1018
100
299
299
3
10
sgd
5
32
0.0001
2.15.1
12.2
1.23
4.93
24.66
model-npz/InceptionV3_optsgd_s100_e5_b32_lr00001_2612.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
5
100
26.9
44
36.61
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b64_lr01_2168
100
299
299
3
10
sgd
5
64
0.01
2.15.1
12.2
2.92
5.84
29.22
model-npz/InceptionV3_optsgd_s100_e5_b64_lr001_7702.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
7.23
100
36.17
48
38.79
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b64_lr001_3013
100
299
299
3
10
sgd
5
64
0.001
2.15.1
12.2
2.92
5.85
29.27
model-npz/InceptionV3_optsgd_s100_e5_b64_lr0001_3926.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
7.69
100
36.34
48
39.27
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b64_lr0001_7180
100
299
299
3
10
sgd
5
64
0.0001
2.15.1
12.2
2.92
5.85
29.27
model-npz/InceptionV3_optsgd_s100_e5_b64_lr00001_3477.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
7.97
100
37.33
49
39.67
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b1_lr01_1756
100
299
299
3
10
sgd
10
1
0.01
2.15.1
12.2
0.04
4.45
44.54
model-npz/InceptionV3_optsgd_s100_e10_b1_lr001_1135.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
2.67
100
31.03
38
36.49
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b1_lr001_2168
100
299
299
3
10
sgd
10
1
0.001
2.15.1
12.2
0.04
4.42
44.29
model-npz/InceptionV3_optsgd_s100_e10_b1_lr0001_2707.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.65
100
31.41
37
35.33
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b1_lr0001_3301
100
299
299
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.04
4.43
44.34
model-npz/InceptionV3_optsgd_s100_e10_b1_lr00001_1918.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.41
100
29.28
37
35.2
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b2_lr01_2129
100
299
299
3
10
sgd
10
2
0.01
2.15.1
12.2
0.06
3.12
31.27
model-npz/InceptionV3_optsgd_s100_e10_b2_lr001_1770.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.49
100
26.69
37
35.09
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b2_lr001_9503
100
299
299
3
10
sgd
10
2
0.001
2.15.1
12.2
0.06
3.1
31.05
model-npz/InceptionV3_optsgd_s100_e10_b2_lr0001_1056.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
2.76
100
29.19
37
35.01
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b2_lr0001_3227
100
299
299
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.06
3.13
31.38
model-npz/InceptionV3_optsgd_s100_e10_b2_lr00001_1057.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.45
100
27.65
37
35.06
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b4_lr01_2159
100
299
299
3
10
sgd
10
4
0.01
2.15.1
12.2
0.1
2.5
25.04
model-npz/InceptionV3_optsgd_s100_e10_b4_lr001_2205.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.77
100
22.32
38
34.75
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b4_lr001_2718
100
299
299
3
10
sgd
10
4
0.001
2.15.1
12.2
0.1
2.55
25.52
model-npz/InceptionV3_optsgd_s100_e10_b4_lr0001_8227.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
2.82
100
23.02
38
34.62
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b4_lr0001_7118
100
299
299
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.1
2.51
25.18
model-npz/InceptionV3_optsgd_s100_e10_b4_lr00001_1586.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
2.84
100
23.08
38
34.57
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b8_lr01_2879
100
299
299
3
10
sgd
10
8
0.01
2.15.1
12.2
0.2
2.62
26.19
model-npz/InceptionV3_optsgd_s100_e10_b8_lr001_3338.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
3.7
100
26.31
40
35.34
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b8_lr001_2229
100
299
299
3
10
sgd
10
8
0.001
2.15.1
12.2
0.2
2.63
26.34
model-npz/InceptionV3_optsgd_s100_e10_b8_lr0001_3016.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
4.58
100
29.55
40
35.32
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b8_lr0001_2186
100
299
299
3
10
sgd
10
8
0.0001
2.15.1
12.2
0.2
2.63
26.36
model-npz/InceptionV3_optsgd_s100_e10_b8_lr00001_2298.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
4.12
100
27.28
40
35.32
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b16_lr01_1297
100
299
299
3
10
sgd
10
16
0.01
2.15.1
12.2
0.37
2.57
25.73
model-npz/InceptionV3_optsgd_s100_e10_b16_lr001_3989.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
4.64
100
27.21
42
35.33
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b16_lr001_3029
100
299
299
3
10
sgd
10
16
0.001
2.15.1
12.2
0.36
2.52
25.29
model-npz/InceptionV3_optsgd_s100_e10_b16_lr0001_1293.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
4.95
100
26.87
42
35.88
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b16_lr0001_1055
100
299
299
3
10
sgd
10
16
0.0001
2.15.1
12.2
0.36
2.56
25.59
model-npz/InceptionV3_optsgd_s100_e10_b16_lr00001_3218.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
5.23
100
28.5
42
36.07
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b32_lr01_1375
100
299
299
3
10
sgd
10
32
0.01
2.15.1
12.2
0.64
2.57
25.76
model-npz/InceptionV3_optsgd_s100_e10_b32_lr001_1248.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
6.21
100
30.66
44
36.82
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b32_lr001_2530
100
299
299
3
10
sgd
10
32
0.001
2.15.1
12.2
0.64
2.57
25.78
model-npz/InceptionV3_optsgd_s100_e10_b32_lr0001_2464.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
5.93
100
30.08
45
37
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b32_lr0001_3462
100
299
299
3
10
sgd
10
32
0.0001
2.15.1
12.2
0.65
2.59
25.9
model-npz/InceptionV3_optsgd_s100_e10_b32_lr00001_1724.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
6.07
100
29.02
44
37.36
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b64_lr01_2969
100
299
299
3
10
sgd
10
64
0.01
2.15.1
12.2
1.5
3.01
30.16
model-npz/InceptionV3_optsgd_s100_e10_b64_lr001_2835.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
8.78
100
37.8
49
39.45
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b64_lr001_4166
100
299
299
3
10
sgd
10
64
0.001
2.15.1
12.2
1.51
3.02
30.22
model-npz/InceptionV3_optsgd_s100_e10_b64_lr0001_1873.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
8.4
100
38.29
48
40.24
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b64_lr0001_2883
100
299
299
3
10
sgd
10
64
0.0001
2.15.1
12.2
1.51
3.03
30.34
model-npz/InceptionV3_optsgd_s100_e10_b64_lr00001_2758.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
8.74
100
37.8
50
40.46
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b1_lr01_2379
1,000
299
299
3
10
sgd
1
1
0.01
2.15.1
12.2
0.04
43.91
43.96
model-npz/InceptionV3_optsgd_s1000_e1_b1_lr001_3380.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.47
100
30.65
39
36.69
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b1_lr001_2150
1,000
299
299
3
10
sgd
1
1
0.001
2.15.1
12.2
0.04
43.82
43.86
model-npz/InceptionV3_optsgd_s1000_e1_b1_lr0001_3032.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.57
100
30.42
36
35.16
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b1_lr0001_5999
1,000
299
299
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.04
44.24
44.26
model-npz/InceptionV3_optsgd_s1000_e1_b1_lr00001_6450.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
2.52
100
30.97
36
34.98
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b2_lr01_1243
1,000
299
299
3
10
sgd
1
2
0.01
2.15.1
12.2
0.06
31.12
31.14
model-npz/InceptionV3_optsgd_s1000_e1_b2_lr001_2587.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
2.36
100
26.08
37
34.9
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b2_lr001_2200
1,000
299
299
3
10
sgd
1
2
0.001
2.15.1
12.2
0.06
31.46
31.49
model-npz/InceptionV3_optsgd_s1000_e1_b2_lr0001_3061.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.33
100
26.56
37
34.99
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b2_lr0001_2151
1,000
299
299
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.06
31.89
31.91
model-npz/InceptionV3_optsgd_s1000_e1_b2_lr00001_1966.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
2.36
100
26.85
37
34.82
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b4_lr01_3247
1,000
299
299
3
10
sgd
1
4
0.01
2.15.1
12.2
0.1
24.92
24.95
model-npz/InceptionV3_optsgd_s1000_e1_b4_lr001_1191.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
2.74
100
24.61
38
34.69
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b4_lr001_1085
1,000
299
299
3
10
sgd
1
4
0.001
2.15.1
12.2
0.1
25.31
25.33
model-npz/InceptionV3_optsgd_s1000_e1_b4_lr0001_2524.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
2.83
100
23.59
38
34.41
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b4_lr0001_2615
1,000
299
299
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.1
24.8
24.82
model-npz/InceptionV3_optsgd_s1000_e1_b4_lr00001_2064.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
2.53
100
23.75
38
34.43
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b8_lr01_2810
1,000
299
299
3
10
sgd
1
8
0.01
2.15.1
12.2
0.18
22.3
22.33
model-npz/InceptionV3_optsgd_s1000_e1_b8_lr001_2128.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
3.39
100
22.6
39
34.51
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b8_lr001_5959
1,000
299
299
3
10
sgd
1
8
0.001
2.15.1
12.2
0.18
22.25
22.27
model-npz/InceptionV3_optsgd_s1000_e1_b8_lr0001_9955.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
3.73
100
25.78
40
34.65
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b8_lr0001_9050
1,000
299
299
3
10
sgd
1
8
0.0001
2.15.1
12.2
0.18
22.54
22.57
model-npz/InceptionV3_optsgd_s1000_e1_b8_lr00001_2399.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
2.86
100
21.14
41
35.03
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b16_lr01_9334
1,000
299
299
3
10
sgd
1
16
0.01
2.15.1
12.2
0.4
25.52
25.55
model-npz/InceptionV3_optsgd_s1000_e1_b16_lr001_3041.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
4.71
100
27.26
42
35.97
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b16_lr001_4244
1,000
299
299
3
10
sgd
1
16
0.001
2.15.1
12.2
0.41
25.71
25.74
model-npz/InceptionV3_optsgd_s1000_e1_b16_lr0001_4981.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
5.11
100
29.32
43
36.17
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b16_lr0001_2770
1,000
299
299
3
10
sgd
1
16
0.0001
2.15.1
12.2
0.4
25.16
25.2
model-npz/InceptionV3_optsgd_s1000_e1_b16_lr00001_2490.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
4.69
100
27.2
43
36.39
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b32_lr01_1211
1,000
299
299
3
10
sgd
1
32
0.01
2.15.1
12.2
0.82
26.34
26.38
model-npz/InceptionV3_optsgd_s1000_e1_b32_lr001_1362.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
6.09
100
31.47
45
37.02
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b32_lr001_3210
1,000
299
299
3
10
sgd
1
32
0.001
2.15.1
12.2
0.82
26.14
26.17
model-npz/InceptionV3_optsgd_s1000_e1_b32_lr0001_1452.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
5.81
100
30.19
45
37.24
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b32_lr0001_4733
1,000
299
299
3
10
sgd
1
32
0.0001
2.15.1
12.2
0.82
26.21
26.23
model-npz/InceptionV3_optsgd_s1000_e1_b32_lr00001_9816.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
5.92
100
30.77
45
37.33
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b64_lr01_9854
1,000
299
299
3
10
sgd
1
64
0.01
2.15.1
12.2
1.89
30.3
30.33
model-npz/InceptionV3_optsgd_s1000_e1_b64_lr001_3144.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
9.15
100
40.3
50
39.28
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b64_lr001_3224
1,000
299
299
3
10
sgd
1
64
0.001
2.15.1
12.2
1.89
30.32
30.34
model-npz/InceptionV3_optsgd_s1000_e1_b64_lr0001_2127.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
8.9
100
38.35
49
39.97
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b64_lr0001_1577
1,000
299
299
3
10
sgd
1
64
0.0001
2.15.1
12.2
1.88
30.13
30.15
model-npz/InceptionV3_optsgd_s1000_e1_b64_lr00001_2644.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
9.04
100
39.74
51
40.44
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b1_lr01_1912
1,000
299
299
3
10
sgd
2
1
0.01
2.15.1
12.2
0.03
35.15
70.32
model-npz/InceptionV3_optsgd_s1000_e2_b1_lr001_2509.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
3.06
100
36.94
39
36.75
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b1_lr001_7007
1,000
299
299
3
10
sgd
2
1
0.001
2.15.1
12.2
0.03
35.76
71.57
model-npz/InceptionV3_optsgd_s1000_e2_b1_lr0001_1154.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
3.03
100
36.26
37
35.69
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b1_lr0001_2293
1,000
299
299
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.03
35.45
70.92
model-npz/InceptionV3_optsgd_s1000_e2_b1_lr00001_1940.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
3
100
36.58
37
35.92