Datasets:

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int64
224
600
input_dim_h
int64
224
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3
3
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10
10
optimizer
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epochs
int64
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64
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float64
0
0.01
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stringclasses
1 value
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float64
12.2
12.2
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float64
0.01
190
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float64
0.5
484
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float64
4.71
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npz_path
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1 value
gpu_name
stringclasses
3 values
gpu_arch
stringclasses
2 values
gpu_cc
float64
6
8
gpu_core_count
int64
3.58k
6.91k
gpu_sm_count
int64
56
108
gpu_memory_size
float64
16
80
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stringclasses
2 values
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float64
732
2.04k
gpu_tensor_core_count
int64
0
640
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float64
0
86
avg_memory_util
float64
0
37.9
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float64
0
100
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float64
0
83.1
max_gpu_temp
float64
23
69
avg_gpu_temp
float64
22.1
64
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr001_8581
100
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
0.16
8.19
8.21
model-npz/VGG19_optadam_s100_e1_b2_lr0001_1673.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
2.64
100
26
30
27.32
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr0001_1506
100
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
0.16
8.16
8.18
model-npz/VGG19_optadam_s100_e1_b2_lr00001_8157.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
2.46
100
23.42
29
27.08
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr01_1640
100
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
0.33
8.23
8.25
model-npz/VGG19_optadam_s100_e1_b4_lr001_2149.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.56
100
25.32
33
27.6
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr001_4604
100
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
0.33
8.22
8.24
model-npz/VGG19_optadam_s100_e1_b4_lr0001_6869.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
3.2
100
29.48
31
27.56
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr0001_3040
100
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
0.33
8.31
8.34
model-npz/VGG19_optadam_s100_e1_b4_lr00001_1177.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
2.92
100
24.58
31
27.38
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr01_2690
100
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
0.76
9.88
9.9
model-npz/VGG19_optadam_s100_e1_b8_lr001_2265.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
2.89
100
24.82
34
28.75
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr001_7349
100
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
0.76
9.83
9.85
model-npz/VGG19_optadam_s100_e1_b8_lr0001_3382.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
5.21
100
34.75
35
29.29
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr0001_1422
100
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
0.75
9.82
9.84
model-npz/VGG19_optadam_s100_e1_b8_lr00001_3316.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
4.25
100
27.43
35
29.46
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr01_2990
100
224
224
3
10
adam
1
16
0.01
2.15.1
12.2
1.52
10.68
10.7
model-npz/VGG19_optadam_s100_e1_b16_lr001_6628.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
4.97
100
33.65
39
29.97
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr001_1700
100
224
224
3
10
adam
1
16
0.001
2.15.1
12.2
1.54
10.78
10.8
model-npz/VGG19_optadam_s100_e1_b16_lr0001_3142.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
5.1
100
29.97
39
30.6
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr0001_1031
100
224
224
3
10
adam
1
16
0.0001
2.15.1
12.2
1.54
10.78
10.8
model-npz/VGG19_optadam_s100_e1_b16_lr00001_1139.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
5.97
100
37.83
39
30.87
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr01_1359
100
224
224
3
10
adam
1
32
0.01
2.15.1
12.2
3.23
12.94
12.98
model-npz/VGG19_optadam_s100_e1_b32_lr001_5944.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
5.71
100
35.91
43
32.29
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr001_3215
100
224
224
3
10
adam
1
32
0.001
2.15.1
12.2
3.25
13.02
13.04
model-npz/VGG19_optadam_s100_e1_b32_lr0001_2301.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
8.09
100
46.32
43
32.44
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr0001_2443
100
224
224
3
10
adam
1
32
0.0001
2.15.1
12.2
3.19
12.78
12.8
model-npz/VGG19_optadam_s100_e1_b32_lr00001_3149.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
6.03
100
38.06
43
33.36
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr01_2733
100
224
224
3
10
adam
1
64
0.01
2.15.1
12.2
10.89
21.78
21.8
model-npz/VGG19_optadam_s100_e1_b64_lr001_1083.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
47
12.18
100
60.22
47
37.66
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr001_3376
100
224
224
3
10
adam
1
64
0.001
2.15.1
12.2
10.76
21.53
21.55
model-npz/VGG19_optadam_s100_e1_b64_lr0001_1881.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
46
10.8
100
59.65
48
39.02
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr0001_1850
100
224
224
3
10
adam
1
64
0.0001
2.15.1
12.2
10.82
21.64
21.66
model-npz/VGG19_optadam_s100_e1_b64_lr00001_3255.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
10.78
100
58.54
49
40.14
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr01_2546
100
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.04
4.41
8.85
model-npz/VGG19_optadam_s100_e2_b1_lr001_1086.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
2.77
100
25.92
38
32.85
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr001_2267
100
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.04
4.45
8.93
model-npz/VGG19_optadam_s100_e2_b1_lr0001_2217.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
2.81
100
26.48
36
30.96
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr0001_5654
100
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.05
4.57
9.17
model-npz/VGG19_optadam_s100_e2_b1_lr00001_1097.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
3.23
100
28.27
36
30.35
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr01_9586
100
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.09
4.37
8.78
model-npz/VGG19_optadam_s100_e2_b2_lr001_7461.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
2.73
100
25.46
34
29.27
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_1660
100
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.09
4.4
8.84
model-npz/VGG19_optadam_s100_e2_b2_lr0001_2662.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
2.96
100
24.96
34
29.12
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_5555
100
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.09
4.42
8.86
model-npz/VGG19_optadam_s100_e2_b2_lr00001_1263.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
3.04
100
26.62
36
28.88
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr01_3208
100
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
0.17
4.27
8.56
model-npz/VGG19_optadam_s100_e2_b4_lr001_3058.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
2.7
100
24.63
33
28.52
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr001_8324
100
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
0.17
4.36
8.75
model-npz/VGG19_optadam_s100_e2_b4_lr0001_2224.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
2.58
100
23.81
34
28.5
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr0001_4012
100
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
0.17
4.26
8.55
model-npz/VGG19_optadam_s100_e2_b4_lr00001_1236.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
3.92
100
28.19
35
28.5
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr01_1545
100
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
0.39
5.13
10.28
model-npz/VGG19_optadam_s100_e2_b8_lr001_2256.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
4.24
100
27.59
36
29.31
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr001_2175
100
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
0.39
5.11
10.25
model-npz/VGG19_optadam_s100_e2_b8_lr0001_3826.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
5.29
100
36.89
36
29.64
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr0001_1186
100
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
0.4
5.21
10.46
model-npz/VGG19_optadam_s100_e2_b8_lr00001_1984.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
4.2
100
28.1
36
30
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr01_9805
100
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
0.78
5.44
10.91
model-npz/VGG19_optadam_s100_e2_b16_lr001_2410.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
4.97
100
32.17
39
30.6
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr001_3170
100
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
0.79
5.5
11.03
model-npz/VGG19_optadam_s100_e2_b16_lr0001_2865.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
4.57
100
30.03
39
31.5
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr0001_3245
100
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
0.79
5.56
11.14
model-npz/VGG19_optadam_s100_e2_b16_lr00001_2495.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
5.53
100
32.9
40
31.3
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr01_3151
100
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
1.61
6.44
12.91
model-npz/VGG19_optadam_s100_e2_b32_lr001_1156.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
7.66
100
43.37
41
33.23
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr001_1303
100
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
1.63
6.54
13.11
model-npz/VGG19_optadam_s100_e2_b32_lr0001_3297.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
7.56
100
40.91
43
33.06
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr0001_2968
100
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
1.62
6.48
12.99
model-npz/VGG19_optadam_s100_e2_b32_lr00001_1092.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
7.42
100
39.82
40
33.73
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr01_1598
100
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
5.41
10.82
21.68
model-npz/VGG19_optadam_s100_e2_b64_lr001_1225.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
11.35
100
59.78
46
38.37
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr001_2887
100
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
5.47
10.94
21.91
model-npz/VGG19_optadam_s100_e2_b64_lr0001_2090.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
11.25
100
59.41
49
39.43
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr0001_8379
100
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
5.48
10.97
21.97
model-npz/VGG19_optadam_s100_e2_b64_lr00001_2601.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
48
11.64
100
57.8
49
39.96
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr01_8366
100
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.02
2.19
10.96
model-npz/VGG19_optadam_s100_e5_b1_lr001_7442.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
4.9
100
33.9
38
33.39
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr001_5963
100
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.02
2.22
11.14
model-npz/VGG19_optadam_s100_e5_b1_lr0001_2110.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
5.06
100
31.13
37
31.74
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr0001_6181
100
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.02
2.19
10.99
model-npz/VGG19_optadam_s100_e5_b1_lr00001_2768.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
4.94
100
34.19
37
30.94
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr01_2112
100
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.04
1.99
9.98
model-npz/VGG19_optadam_s100_e5_b2_lr001_2235.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
4.79
100
31.5
37
30.39
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr001_1986
100
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.04
1.92
9.62
model-npz/VGG19_optadam_s100_e5_b2_lr0001_3892.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
4.37
100
30.04
37
30.19
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr0001_1933
100
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.04
1.96
9.83
model-npz/VGG19_optadam_s100_e5_b2_lr00001_2676.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
4.79
100
32.31
38
29.9
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_3117
100
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.08
1.92
9.62
model-npz/VGG19_optadam_s100_e5_b4_lr001_3257.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
4.63
100
30.85
37
29.89
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_4526
100
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.08
2
10.03
model-npz/VGG19_optadam_s100_e5_b4_lr0001_8121.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
3.89
100
31.93
37
29.67
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_2846
100
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.08
1.95
9.79
model-npz/VGG19_optadam_s100_e5_b4_lr00001_1635.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
4.56
100
29.74
37
29.74
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr01_2821
100
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
0.17
2.21
11.08
model-npz/VGG19_optadam_s100_e5_b8_lr001_8939.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
5.94
100
34.45
38
30.68
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr001_2933
100
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
0.17
2.18
10.91
model-npz/VGG19_optadam_s100_e5_b8_lr0001_1588.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
5.77
100
33.83
39
30.97
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr0001_1018
100
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
0.17
2.26
11.31
model-npz/VGG19_optadam_s100_e5_b8_lr00001_1242.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
6.13
100
34.47
40
31
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr01_2420
100
224
224
3
10
adam
5
16
0.01
2.15.1
12.2
0.34
2.35
11.79
model-npz/VGG19_optadam_s100_e5_b16_lr001_7715.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
8.12
100
39.31
40
31.62
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr001_1516
100
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
0.33
2.29
11.5
model-npz/VGG19_optadam_s100_e5_b16_lr0001_1014.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
7.38
100
37.19
41
32.03
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr0001_1196
100
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
0.33
2.32
11.61
model-npz/VGG19_optadam_s100_e5_b16_lr00001_3274.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
5.87
100
33.71
42
32.45
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr01_3052
100
224
224
3
10
adam
5
32
0.01
2.15.1
12.2
0.67
2.69
13.49
model-npz/VGG19_optadam_s100_e5_b32_lr001_2132.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
9.21
100
50.94
42
34
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr001_3198
100
224
224
3
10
adam
5
32
0.001
2.15.1
12.2
0.67
2.68
13.45
model-npz/VGG19_optadam_s100_e5_b32_lr0001_1765.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
8.09
100
42.49
44
33.71
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr0001_3041
100
224
224
3
10
adam
5
32
0.0001
2.15.1
12.2
0.67
2.7
13.52
model-npz/VGG19_optadam_s100_e5_b32_lr00001_2603.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
8
100
40.49
43
34.29
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr01_1084
100
224
224
3
10
adam
5
64
0.01
2.15.1
12.2
2.24
4.48
22.43
model-npz/VGG19_optadam_s100_e5_b64_lr001_1019.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
11.22
100
60.45
47
38.78
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr001_2824
100
224
224
3
10
adam
5
64
0.001
2.15.1
12.2
2.23
4.45
22.3
model-npz/VGG19_optadam_s100_e5_b64_lr0001_7575.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
11.64
100
61.22
49
39.68
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr0001_2961
100
224
224
3
10
adam
5
64
0.0001
2.15.1
12.2
2.25
4.51
22.59
model-npz/VGG19_optadam_s100_e5_b64_lr00001_3549.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
12.46
100
60.42
50
40.48
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr01_3654
100
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.01
1.44
14.43
model-npz/VGG19_optadam_s100_e10_b1_lr001_2322.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
7.17
100
41.61
39
34.64
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr001_7362
100
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.01
1.42
14.28
model-npz/VGG19_optadam_s100_e10_b1_lr0001_2822.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
7.08
100
40.81
38
33.08
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr0001_9194
100
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.01
1.43
14.31
model-npz/VGG19_optadam_s100_e10_b1_lr00001_2448.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
7.11
100
38.05
38
32.45
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr01_2455
100
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.02
1.2
12.07
model-npz/VGG19_optadam_s100_e10_b2_lr001_2970.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
6.3
100
32.79
38
31.61
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr001_3257
100
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.02
1.19
11.95
model-npz/VGG19_optadam_s100_e10_b2_lr0001_5295.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
7.18
100
38.48
38
31.42
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr0001_2857
100
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.02
1.2
12.08
model-npz/VGG19_optadam_s100_e10_b2_lr00001_9234.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
6.91
100
37.64
39
31.45
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_2156
100
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.04
1.13
11.35
model-npz/VGG19_optadam_s100_e10_b4_lr001_2307.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
6.56
100
34.47
38
30.94
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_3695
100
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.04
1.12
11.19
model-npz/VGG19_optadam_s100_e10_b4_lr0001_1235.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
5.71
100
32.52
39
30.9
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_6084
100
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.04
1.12
11.2
model-npz/VGG19_optadam_s100_e10_b4_lr00001_3137.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
6.6
100
35.53
40
30.97
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_1236
100
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.09
1.24
12.44
model-npz/VGG19_optadam_s100_e10_b8_lr001_2657.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
7.55
100
40.67
38
31.58
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_1692
100
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.09
1.21
12.15
model-npz/VGG19_optadam_s100_e10_b8_lr0001_7472.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
8.24
100
39.41
41
32.06
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_2966
100
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
0.09
1.23
12.3
model-npz/VGG19_optadam_s100_e10_b8_lr00001_2293.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
8.06
100
39.27
42
32.36
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_1580
100
224
224
3
10
adam
10
16
0.01
2.15.1
12.2
0.18
1.27
12.71
model-npz/VGG19_optadam_s100_e10_b16_lr001_1552.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
9.03
100
42.7
41
32.7
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_1691
100
224
224
3
10
adam
10
16
0.001
2.15.1
12.2
0.18
1.26
12.6
model-npz/VGG19_optadam_s100_e10_b16_lr0001_3315.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
8.15
100
39.82
43
33.09
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr0001_9467
100
224
224
3
10
adam
10
16
0.0001
2.15.1
12.2
0.18
1.27
12.7
model-npz/VGG19_optadam_s100_e10_b16_lr00001_2004.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
7.53
100
36.79
44
33.47
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr01_3078
100
224
224
3
10
adam
10
32
0.01
2.15.1
12.2
0.37
1.46
14.67
model-npz/VGG19_optadam_s100_e10_b32_lr001_2691.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
9.38
100
49.03
43
34.7
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr001_2255
100
224
224
3
10
adam
10
32
0.001
2.15.1
12.2
0.37
1.46
14.67
model-npz/VGG19_optadam_s100_e10_b32_lr0001_2896.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
9.46
100
45.03
45
35.16
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr0001_2252
100
224
224
3
10
adam
10
32
0.0001
2.15.1
12.2
0.36
1.46
14.65
model-npz/VGG19_optadam_s100_e10_b32_lr00001_5650.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
8.67
100
42.19
46
35.89
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr01_2108
100
224
224
3
10
adam
10
64
0.01
2.15.1
12.2
1.16
2.33
23.35
model-npz/VGG19_optadam_s100_e10_b64_lr001_1930.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
47
13.63
100
59.54
48
38.91
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr001_1566
100
224
224
3
10
adam
10
64
0.001
2.15.1
12.2
1.16
2.32
23.21
model-npz/VGG19_optadam_s100_e10_b64_lr0001_3087.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
47
12.42
100
61.21
49
40.56
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr0001_2416
100
224
224
3
10
adam
10
64
0.0001
2.15.1
12.2
1.15
2.31
23.1
model-npz/VGG19_optadam_s100_e10_b64_lr00001_2431.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
47
14.45
100
61.64
51
41.21
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr01_2124
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model-npz/VGG19_optadam_s1000_e1_b1_lr001_9540.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
6.95
100
39.68
39
34.68
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr001_3206
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model-npz/VGG19_optadam_s1000_e1_b1_lr0001_5828.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
7.41
100
42.84
38
33.41
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr0001_5428
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model-npz/VGG19_optadam_s1000_e1_b1_lr00001_1237.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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7.18
100
41.55
39
32.87
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr01_9711
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model-npz/VGG19_optadam_s1000_e1_b2_lr001_1932.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
6.24
100
34.06
38
31.79
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr001_6224
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model-npz/VGG19_optadam_s1000_e1_b2_lr0001_9169.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
6.81
100
38.78
38
31.53
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr0001_5494
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10
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model-npz/VGG19_optadam_s1000_e1_b2_lr00001_1487.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
6.18
100
35.15
39
31.47
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr01_2876
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224
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10
adam
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4
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11.11
11.13
model-npz/VGG19_optadam_s1000_e1_b4_lr001_1647.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
6.44
100
31.72
38
31.16
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr001_3112
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224
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10
adam
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model-npz/VGG19_optadam_s1000_e1_b4_lr0001_4341.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
6.31
100
33.34
39
30.81
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr0001_1531
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224
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10
adam
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model-npz/VGG19_optadam_s1000_e1_b4_lr00001_1112.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
6.32
100
31.58
40
30.77
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr01_1825
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224
224
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10
adam
1
8
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10.98
11.01
model-npz/VGG19_optadam_s1000_e1_b8_lr001_1586.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
6.35
100
32.52
39
31.29
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_1615
1,000
224
224
3
10
adam
1
8
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0.09
10.84
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model-npz/VGG19_optadam_s1000_e1_b8_lr0001_2440.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
7.9
100
38.52
40
31.23
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr0001_5926
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224
224
3
10
adam
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0.09
10.81
10.84
model-npz/VGG19_optadam_s1000_e1_b8_lr00001_2790.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
7.34
100
35.44
42
31.31
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_4749
1,000
224
224
3
10
adam
1
16
0.01
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0.2
12.9
12.92
model-npz/VGG19_optadam_s1000_e1_b16_lr001_5030.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
8.38
100
40.06
41
33.06
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_3855
1,000
224
224
3
10
adam
1
16
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12.2
0.21
13.12
13.14
model-npz/VGG19_optadam_s1000_e1_b16_lr0001_3327.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
9.03
100
42.14
42
33.26
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_2890
1,000
224
224
3
10
adam
1
16
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12.2
0.21
13.23
13.25
model-npz/VGG19_optadam_s1000_e1_b16_lr00001_7426.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
8.09
100
39.49
44
33.46
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_1438
1,000
224
224
3
10
adam
1
32
0.01
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0.46
14.79
14.81
model-npz/VGG19_optadam_s1000_e1_b32_lr001_3145.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
9
100
43.79
43
34.18
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_1846
1,000
224
224
3
10
adam
1
32
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14.9
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model-npz/VGG19_optadam_s1000_e1_b32_lr0001_2487.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
10.28
100
48.82
45
34.97
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_2377
1,000
224
224
3
10
adam
1
32
0.0001
2.15.1
12.2
0.47
15.04
15.06
model-npz/VGG19_optadam_s1000_e1_b32_lr00001_1097.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
11.49
100
49.54
47
35.38
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_1594
1,000
224
224
3
10
adam
1
64
0.01
2.15.1
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1.49
23.81
23.83
model-npz/VGG19_optadam_s1000_e1_b64_lr001_1579.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
12.38
100
61.67
47
38.56
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_1163
1,000
224
224
3
10
adam
1
64
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2.15.1
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1.49
23.88
23.91
model-npz/VGG19_optadam_s1000_e1_b64_lr0001_2596.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
50
14.24
100
65.51
49
40.05