Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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36
32.82
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e10_b4_lr0001_2336
100
299
299
3
10
adam
10
4
0.0001
2.15.1
12.2
0.17
4.18
41.81
model-npz/InceptionV3_optadam_s100_e10_b4_lr00001_3170.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
2.12
100
18.76
36
32.83
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e10_b8_lr01_2091
100
299
299
3
10
adam
10
8
0.01
2.15.1
12.2
0.32
4.16
41.68
model-npz/InceptionV3_optadam_s100_e10_b8_lr001_6894.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
2.79
100
18.8
38
32.99
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e10_b8_lr001_7366
100
299
299
3
10
adam
10
8
0.001
2.15.1
12.2
0.32
4.18
41.88
model-npz/InceptionV3_optadam_s100_e10_b8_lr0001_9653.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
2.92
100
19.89
38
33.04
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e10_b8_lr0001_3025
100
299
299
3
10
adam
10
8
0.0001
2.15.1
12.2
0.33
4.24
42.41
model-npz/InceptionV3_optadam_s100_e10_b8_lr00001_1056.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
2.98
100
21.02
38
33.01
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e10_b16_lr01_3247
100
299
299
3
10
adam
10
16
0.01
2.15.1
12.2
0.59
4.13
41.37
model-npz/InceptionV3_optadam_s100_e10_b16_lr001_1521.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
3.05
100
17.44
39
33.23
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e10_b16_lr001_2961
100
299
299
3
10
adam
10
16
0.001
2.15.1
12.2
0.58
4.05
40.59
model-npz/InceptionV3_optadam_s100_e10_b16_lr0001_7925.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
3.52
100
20.49
40
33.29
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e10_b16_lr0001_1194
100
299
299
3
10
adam
10
16
0.0001
2.15.1
12.2
0.59
4.12
41.23
model-npz/InceptionV3_optadam_s100_e10_b16_lr00001_2941.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
3.46
100
19
40
33.31
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e10_b32_lr01_4199
100
299
299
3
10
adam
10
32
0.01
2.15.1
12.2
1.04
4.18
41.86
model-npz/InceptionV3_optadam_s100_e10_b32_lr001_4226.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
4.04
100
20.65
41
33.77
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e10_b32_lr001_2352
100
299
299
3
10
adam
10
32
0.001
2.15.1
12.2
1.03
4.11
41.18
model-npz/InceptionV3_optadam_s100_e10_b32_lr0001_2565.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
3.8
100
20.55
42
33.96
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e10_b32_lr0001_2659
100
299
299
3
10
adam
10
32
0.0001
2.15.1
12.2
1.04
4.16
41.69
model-npz/InceptionV3_optadam_s100_e10_b32_lr00001_1078.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
3.6
100
18.91
41
33.98
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e10_b64_lr01_2548
100
299
299
3
10
adam
10
64
0.01
2.15.1
12.2
2.28
4.56
45.66
model-npz/InceptionV3_optadam_s100_e10_b64_lr001_2686.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
6.38
100
28.28
45
35.53
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e10_b64_lr001_1252
100
299
299
3
10
adam
10
64
0.001
2.15.1
12.2
2.27
4.55
45.51
model-npz/InceptionV3_optadam_s100_e10_b64_lr0001_9903.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
6.2
100
27.63
45
36.14
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e10_b64_lr0001_2530
100
299
299
3
10
adam
10
64
0.0001
2.15.1
12.2
2.31
4.62
46.2
model-npz/InceptionV3_optadam_s100_e10_b64_lr00001_9956.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
6.2
100
27.83
45
36.17
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b1_lr01_2842
1,000
299
299
3
10
adam
1
1
0.01
2.15.1
12.2
0.06
62.18
62.2
model-npz/InceptionV3_optadam_s1000_e1_b1_lr001_2901.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
2.42
100
26.03
36
33.77
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b1_lr001_3121
1,000
299
299
3
10
adam
1
1
0.001
2.15.1
12.2
0.06
61.66
61.68
model-npz/InceptionV3_optadam_s1000_e1_b1_lr0001_1199.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
2.44
100
26.26
35
33.19
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b1_lr0001_1144
1,000
299
299
3
10
adam
1
1
0.0001
2.15.1
12.2
0.06
63.9
63.92
model-npz/InceptionV3_optadam_s1000_e1_b1_lr00001_2807.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.39
100
25.68
35
33.15
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b2_lr01_1885
1,000
299
299
3
10
adam
1
2
0.01
2.15.1
12.2
0.1
48.31
48.33
model-npz/InceptionV3_optadam_s1000_e1_b2_lr001_9837.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
2.11
100
21.08
35
32.91
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b2_lr001_2754
1,000
299
299
3
10
adam
1
2
0.001
2.15.1
12.2
0.1
48.23
48.25
model-npz/InceptionV3_optadam_s1000_e1_b2_lr0001_4751.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.96
100
20.52
35
32.88
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b2_lr0001_1169
1,000
299
299
3
10
adam
1
2
0.0001
2.15.1
12.2
0.1
48.22
48.25
model-npz/InceptionV3_optadam_s1000_e1_b2_lr00001_3167.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.98
100
21.24
35
32.84
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b4_lr01_2938
1,000
299
299
3
10
adam
1
4
0.01
2.15.1
12.2
0.17
41.47
41.5
model-npz/InceptionV3_optadam_s1000_e1_b4_lr001_1480.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
2.02
100
17.24
36
32.7
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b4_lr001_3334
1,000
299
299
3
10
adam
1
4
0.001
2.15.1
12.2
0.17
42.16
42.19
model-npz/InceptionV3_optadam_s1000_e1_b4_lr0001_3381.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
2.05
100
18.59
36
32.64
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b4_lr0001_2802
1,000
299
299
3
10
adam
1
4
0.0001
2.15.1
12.2
0.17
41.54
41.56
model-npz/InceptionV3_optadam_s1000_e1_b4_lr00001_2795.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.22
100
18.36
36
32.72
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b8_lr01_1276
1,000
299
299
3
10
adam
1
8
0.01
2.15.1
12.2
0.3
38.21
38.23
model-npz/InceptionV3_optadam_s1000_e1_b8_lr001_2711.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.34
100
16.74
38
32.69
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b8_lr001_2288
1,000
299
299
3
10
adam
1
8
0.001
2.15.1
12.2
0.3
38.21
38.23
model-npz/InceptionV3_optadam_s1000_e1_b8_lr0001_2586.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.07
100
15.15
37
32.6
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b8_lr0001_3178
1,000
299
299
3
10
adam
1
8
0.0001
2.15.1
12.2
0.31
38.6
38.62
model-npz/InceptionV3_optadam_s1000_e1_b8_lr00001_6570.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
2.48
100
16.68
37
32.39
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b16_lr01_3011
1,000
299
299
3
10
adam
1
16
0.01
2.15.1
12.2
0.65
40.82
40.85
model-npz/InceptionV3_optadam_s1000_e1_b16_lr001_5687.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
3.58
100
21.79
40
33.04
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b16_lr001_6158
1,000
299
299
3
10
adam
1
16
0.001
2.15.1
12.2
0.66
41.71
41.73
model-npz/InceptionV3_optadam_s1000_e1_b16_lr0001_1203.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
3.22
100
20.35
40
33.22
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b16_lr0001_1927
1,000
299
299
3
10
adam
1
16
0.0001
2.15.1
12.2
0.65
41.01
41.04
model-npz/InceptionV3_optadam_s1000_e1_b16_lr00001_2750.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
3.7
100
21.45
39
33.27
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b32_lr01_2528
1,000
299
299
3
10
adam
1
32
0.01
2.15.1
12.2
1.31
41.87
41.9
model-npz/InceptionV3_optadam_s1000_e1_b32_lr001_2607.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
3.67
100
19.74
42
33.55
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b32_lr001_1010
1,000
299
299
3
10
adam
1
32
0.001
2.15.1
12.2
1.32
42.23
42.25
model-npz/InceptionV3_optadam_s1000_e1_b32_lr0001_7869.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
3.95
100
21.11
41
33.56
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b32_lr0001_1803
1,000
299
299
3
10
adam
1
32
0.0001
2.15.1
12.2
1.31
41.89
41.93
model-npz/InceptionV3_optadam_s1000_e1_b32_lr00001_2503.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
4.1
100
21.23
42
33.66
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b64_lr01_2869
1,000
299
299
3
10
adam
1
64
0.01
2.15.1
12.2
2.9
46.37
46.39
model-npz/InceptionV3_optadam_s1000_e1_b64_lr001_1867.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
5.94
100
26.17
46
35.29
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b64_lr001_3039
1,000
299
299
3
10
adam
1
64
0.001
2.15.1
12.2
2.88
46.17
46.2
model-npz/InceptionV3_optadam_s1000_e1_b64_lr0001_3195.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
6.43
100
28.39
45
35.94
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b64_lr0001_2958
1,000
299
299
3
10
adam
1
64
0.0001
2.15.1
12.2
2.84
45.52
45.55
model-npz/InceptionV3_optadam_s1000_e1_b64_lr00001_2790.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
5.95
100
27.91
46
36.03
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b1_lr01_2921
1,000
299
299
3
10
adam
2
1
0.01
2.15.1
12.2
0.04
45.65
91.33
model-npz/InceptionV3_optadam_s1000_e2_b1_lr001_1198.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
3.13
100
33.29
36
34.01
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b1_lr001_9943
1,000
299
299
3
10
adam
2
1
0.001
2.15.1
12.2
0.05
46.07
92.16
model-npz/InceptionV3_optadam_s1000_e2_b1_lr0001_2570.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
3.04
100
33.08
35
33.63
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b1_lr0001_1571
1,000
299
299
3
10
adam
2
1
0.0001
2.15.1
12.2
0.04
45.77
91.58
model-npz/InceptionV3_optadam_s1000_e2_b1_lr00001_2038.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
3.11
100
33.16
35
33.51
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b2_lr01_8247
1,000
299
299
3
10
adam
2
2
0.01
2.15.1
12.2
0.06
31.88
63.79
model-npz/InceptionV3_optadam_s1000_e2_b2_lr001_1291.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
2.75
100
28.97
35
33.35
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b2_lr001_6993
1,000
299
299
3
10
adam
2
2
0.001
2.15.1
12.2
0.06
31.63
63.31
model-npz/InceptionV3_optadam_s1000_e2_b2_lr0001_2893.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.75
100
28.68
36
33.43
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b2_lr0001_1696
1,000
299
299
3
10
adam
2
2
0.0001
2.15.1
12.2
0.06
31.67
63.37
model-npz/InceptionV3_optadam_s1000_e2_b2_lr00001_1166.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
2.87
100
29.14
36
33.42
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b4_lr01_3615
1,000
299
299
3
10
adam
2
4
0.01
2.15.1
12.2
0.1
24.83
49.71
model-npz/InceptionV3_optadam_s1000_e2_b4_lr001_1926.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
2.88
100
24.74
36
33.36
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b4_lr001_2062
1,000
299
299
3
10
adam
2
4
0.001
2.15.1
12.2
0.1
25.1
50.24
model-npz/InceptionV3_optadam_s1000_e2_b4_lr0001_1370.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
2.8
100
23.22
36
33.22
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b4_lr0001_1477
1,000
299
299
3
10
adam
2
4
0.0001
2.15.1
12.2
0.1
24.75
49.53
model-npz/InceptionV3_optadam_s1000_e2_b4_lr00001_2498.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
2.81
100
23.92
36
32.9
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b8_lr01_1732
1,000
299
299
3
10
adam
2
8
0.01
2.15.1
12.2
0.17
21.45
42.95
model-npz/InceptionV3_optadam_s1000_e2_b8_lr001_1556.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
3.64
100
23.37
37
32.81
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b8_lr001_2268
1,000
299
299
3
10
adam
2
8
0.001
2.15.1
12.2
0.17
21.37
42.79
model-npz/InceptionV3_optadam_s1000_e2_b8_lr0001_6428.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
3.35
100
21.82
38
33.07
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b8_lr0001_2833
1,000
299
299
3
10
adam
2
8
0.0001
2.15.1
12.2
0.17
21.65
43.33
model-npz/InceptionV3_optadam_s1000_e2_b8_lr00001_2693.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
3.3
100
22.64
38
33.19
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b16_lr01_3013
1,000
299
299
3
10
adam
2
16
0.01
2.15.1
12.2
0.35
21.85
43.72
model-npz/InceptionV3_optadam_s1000_e2_b16_lr001_1966.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
4.54
100
22.93
41
33.62
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b16_lr001_2854
1,000
299
299
3
10
adam
2
16
0.001
2.15.1
12.2
0.35
22.22
44.46
model-npz/InceptionV3_optadam_s1000_e2_b16_lr0001_1148.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
4.52
100
23.75
40
33.81
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b16_lr0001_2869
1,000
299
299
3
10
adam
2
16
0.0001
2.15.1
12.2
0.35
21.94
43.91
model-npz/InceptionV3_optadam_s1000_e2_b16_lr00001_1049.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
4.51
100
23.77
40
33.68
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b32_lr01_2124
1,000
299
299
3
10
adam
2
32
0.01
2.15.1
12.2
0.69
22.17
44.36
model-npz/InceptionV3_optadam_s1000_e2_b32_lr001_3075.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
5.84
100
25.12
42
34.26
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b32_lr001_1962
1,000
299
299
3
10
adam
2
32
0.001
2.15.1
12.2
0.68
21.92
43.88
model-npz/InceptionV3_optadam_s1000_e2_b32_lr0001_2831.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
5.41
100
24.86
43
34.44
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b32_lr0001_3082
1,000
299
299
3
10
adam
2
32
0.0001
2.15.1
12.2
0.69
22.26
44.55
model-npz/InceptionV3_optadam_s1000_e2_b32_lr00001_2847.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
5.39
100
23.97
41
34.31
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b64_lr01_1592
1,000
299
299
3
10
adam
2
64
0.01
2.15.1
12.2
1.49
23.87
47.76
model-npz/InceptionV3_optadam_s1000_e2_b64_lr001_2019.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
44
7.29
100
30.94
46
35.87
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b64_lr001_3182
1,000
299
299
3
10
adam
2
64
0.001
2.15.1
12.2
1.49
23.86
47.77
model-npz/InceptionV3_optadam_s1000_e2_b64_lr0001_1272.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
7.83
100
29.96
46
36.43
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b64_lr0001_2684
1,000
299
299
3
10
adam
2
64
0.0001
2.15.1
12.2
1.5
24.07
48.18
model-npz/InceptionV3_optadam_s1000_e2_b64_lr00001_1729.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
7.29
100
29.97
46
36.65
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b1_lr01_1725
1,000
299
299
3
10
adam
5
1
0.01
2.15.1
12.2
0.04
36.12
180.66
model-npz/InceptionV3_optadam_s1000_e5_b1_lr001_2909.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
3.88
100
41.65
37
34.68
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b1_lr001_1467
1,000
299
299
3
10
adam
5
1
0.001
2.15.1
12.2
0.04
35.98
179.94
model-npz/InceptionV3_optadam_s1000_e5_b1_lr0001_3236.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
3.92
100
41.91
35
34.35
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b1_lr0001_1029
1,000
299
299
3
10
adam
5
1
0.0001
2.15.1
12.2
0.04
35.87
179.39
model-npz/InceptionV3_optadam_s1000_e5_b1_lr00001_2567.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
3.93
100
42.08
35
34.23
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b2_lr01_1131
1,000
299
299
3
10
adam
5
2
0.01
2.15.1
12.2
0.04
21.51
107.6
model-npz/InceptionV3_optadam_s1000_e5_b2_lr001_2764.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
3.92
100
40.15
35
33.21
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b2_lr001_2416
1,000
299
299
3
10
adam
5
2
0.001
2.15.1
12.2
0.04
21.73
108.69
model-npz/InceptionV3_optadam_s1000_e5_b2_lr0001_7615.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
3.88
100
40.1
32
30.88
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b2_lr0001_1316
1,000
299
299
3
10
adam
5
2
0.0001
2.15.1
12.2
0.04
21.7
108.53
model-npz/InceptionV3_optadam_s1000_e5_b2_lr00001_1250.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
3.88
100
39.55
32
30.51
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b4_lr01_1393
1,000
299
299
3
10
adam
5
4
0.01
2.15.1
12.2
0.06
14.79
73.99
model-npz/InceptionV3_optadam_s1000_e5_b4_lr001_1408.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
4.45
100
36.79
33
30.03