Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
xet
Community
1
name
stringlengths
63
80
samples
int64
1
1k
input_dim_w
int64
224
600
input_dim_h
int64
224
600
input_dim_c
int64
3
3
output_dim
int64
10
10
optimizer
stringclasses
2 values
epochs
int64
1
10
batch
int64
1
64
learn_rate
float64
0
0.01
tf_version
stringclasses
1 value
cuda_version
float64
12.2
12.2
batch_time
float64
0.01
190
epoch_time
float64
0.5
484
fit_time
float64
4.71
574
npz_path
stringlengths
46
63
gpu_make
stringclasses
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
gpu_memory_type
stringclasses
2 values
gpu_memory_bw
float64
732
2.04k
gpu_tensor_core_count
int64
0
640
max_memory_util
float64
0
86
avg_memory_util
float64
0
37.9
max_gpu_util
float64
0
100
avg_gpu_util
float64
0
83.1
max_gpu_temp
float64
23
69
avg_gpu_temp
float64
22.1
64
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_6554
1,000
224
224
3
10
adam
1
64
0.0001
2.15.1
12.2
1.47
23.56
23.59
model-npz/VGG19_optadam_s1000_e1_b64_lr00001_2307.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
12.78
100
60.24
50
40.96
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_2890
1,000
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.01
10.63
21.32
model-npz/VGG19_optadam_s1000_e2_b1_lr001_1163.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
9.66
100
49.22
39
36.04
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_2201
1,000
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.01
10.56
21.14
model-npz/VGG19_optadam_s1000_e2_b1_lr0001_8039.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
10
100
51.39
39
34.88
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_1110
1,000
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.01
10.66
21.35
model-npz/VGG19_optadam_s1000_e2_b1_lr00001_2530.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
9.72
100
50.5
39
34.5
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_1237
1,000
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.02
8.09
16.21
model-npz/VGG19_optadam_s1000_e2_b2_lr001_1411.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
9.78
100
44.8
40
33.78
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_3203
1,000
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.02
8.06
16.13
model-npz/VGG19_optadam_s1000_e2_b2_lr0001_1663.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
9.56
100
43.2
40
33.54
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_2612
1,000
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.02
8.26
16.56
model-npz/VGG19_optadam_s1000_e2_b2_lr00001_5514.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
9.37
100
42.3
40
33.42
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_1434
1,000
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
0.03
6.92
13.86
model-npz/VGG19_optadam_s1000_e2_b4_lr001_1891.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
9.69
100
42.17
40
33.19
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_2632
1,000
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
0.03
6.87
13.76
model-npz/VGG19_optadam_s1000_e2_b4_lr0001_1876.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
9.19
100
40.03
41
33.11
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_1204
1,000
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
0.03
6.97
13.97
model-npz/VGG19_optadam_s1000_e2_b4_lr00001_1929.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
10.08
100
43.24
42
33.21
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_5688
1,000
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
0.05
6.52
13.05
model-npz/VGG19_optadam_s1000_e2_b8_lr001_1154.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
10.71
100
40.63
41
33.34
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_8235
1,000
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
0.05
6.49
13
model-npz/VGG19_optadam_s1000_e2_b8_lr0001_2903.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
9.91
100
40.09
42
33.34
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_2184
1,000
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
0.05
6.5
13.01
model-npz/VGG19_optadam_s1000_e2_b8_lr00001_3027.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
9.86
100
36.6
44
33.83
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_7163
1,000
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
0.12
7.53
15.09
model-npz/VGG19_optadam_s1000_e2_b16_lr001_2133.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
10.03
100
41.36
42
34.59
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_9321
1,000
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
0.12
7.64
15.31
model-npz/VGG19_optadam_s1000_e2_b16_lr0001_5334.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
11.1
100
46.36
44
35
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_3019
1,000
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
0.12
7.5
15.02
model-npz/VGG19_optadam_s1000_e2_b16_lr00001_3308.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
12.42
100
47.29
46
35.95
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_3118
1,000
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
0.26
8.41
16.85
model-npz/VGG19_optadam_s1000_e2_b32_lr001_1726.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
12.77
100
52.35
44
35.81
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_5962
1,000
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
0.27
8.5
17.03
model-npz/VGG19_optadam_s1000_e2_b32_lr0001_1869.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
12.24
100
51.43
47
36.5
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_8509
1,000
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
0.26
8.35
16.73
model-npz/VGG19_optadam_s1000_e2_b32_lr00001_1023.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
13.07
100
54.54
48
37.66
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_1286
1,000
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
0.8
12.78
25.59
model-npz/VGG19_optadam_s1000_e2_b64_lr001_1438.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
14.2
100
62.76
48
39.63
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_2320
1,000
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
0.8
12.81
25.66
model-npz/VGG19_optadam_s1000_e2_b64_lr0001_2650.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
44
14.12
100
65.69
50
41.36
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_3174
1,000
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
0.8
12.86
25.75
model-npz/VGG19_optadam_s1000_e2_b64_lr00001_2525.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
14.12
100
63.58
53
41.61
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr01_2969
1,000
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.01
8.17
40.86
model-npz/VGG19_optadam_s1000_e5_b1_lr001_3336.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
14.2
100
66.75
41
38
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr001_1115
1,000
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.01
8.17
40.86
model-npz/VGG19_optadam_s1000_e5_b1_lr0001_1998.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
14.21
100
64.92
40
37.24
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr0001_2483
1,000
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.01
8.28
41.43
model-npz/VGG19_optadam_s1000_e5_b1_lr00001_1626.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
13.66
100
63.56
40
37.32
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr01_2179
1,000
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.01
5.68
28.44
model-npz/VGG19_optadam_s1000_e5_b2_lr001_1837.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
13.6
100
57.25
42
36.76
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr001_1535
1,000
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.01
5.66
28.34
model-npz/VGG19_optadam_s1000_e5_b2_lr0001_1679.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
14.37
100
59.29
42
37.18
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr0001_1719
1,000
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.01
5.73
28.7
model-npz/VGG19_optadam_s1000_e5_b2_lr00001_1936.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
13.98
100
57.92
43
37.58
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr01_1553
1,000
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.02
4.47
22.41
model-npz/VGG19_optadam_s1000_e5_b4_lr001_8611.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
15.58
100
57.52
43
37.13
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr001_1269
1,000
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.02
4.53
22.68
model-npz/VGG19_optadam_s1000_e5_b4_lr0001_1517.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
14.81
100
54.65
43
36.81
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr0001_2518
1,000
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.02
4.53
22.66
model-npz/VGG19_optadam_s1000_e5_b4_lr00001_1793.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
15.48
100
56.77
45
37.96
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr01_1658
1,000
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
0.03
3.96
19.84
model-npz/VGG19_optadam_s1000_e5_b8_lr001_3109.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
16.51
100
55.19
44
37.38
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr001_3396
1,000
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
0.03
3.98
19.9
model-npz/VGG19_optadam_s1000_e5_b8_lr0001_1390.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
17
100
57.21
45
37.69
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr0001_2733
1,000
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
0.03
3.96
19.84
model-npz/VGG19_optadam_s1000_e5_b8_lr00001_5665.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
17.23
100
56.09
47
38.68
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr01_3265
1,000
224
224
3
10
adam
5
16
0.01
2.15.1
12.2
0.07
4.22
21.17
model-npz/VGG19_optadam_s1000_e5_b16_lr001_1541.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
17.52
100
56.56
45
38.36
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr001_1491
1,000
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
0.07
4.3
21.51
model-npz/VGG19_optadam_s1000_e5_b16_lr0001_2717.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
17.47
100
58.12
46
38.61
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr0001_3156
1,000
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
0.07
4.22
21.11
model-npz/VGG19_optadam_s1000_e5_b16_lr00001_2991.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
16.9
100
55.65
49
39.45
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr01_3524
1,000
224
224
3
10
adam
5
32
0.01
2.15.1
12.2
0.14
4.48
22.46
model-npz/VGG19_optadam_s1000_e5_b32_lr001_1663.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
17.02
100
58.77
48
39.67
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr001_1092
1,000
224
224
3
10
adam
5
32
0.001
2.15.1
12.2
0.14
4.45
22.3
model-npz/VGG19_optadam_s1000_e5_b32_lr0001_7957.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
17.87
100
60.68
50
40.09
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr0001_2927
1,000
224
224
3
10
adam
5
32
0.0001
2.15.1
12.2
0.14
4.46
22.33
model-npz/VGG19_optadam_s1000_e5_b32_lr00001_2762.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
17.94
100
59.18
52
41.53
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr01_3076
1,000
224
224
3
10
adam
5
64
0.01
2.15.1
12.2
0.38
6.17
30.89
model-npz/VGG19_optadam_s1000_e5_b64_lr001_2696.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
19.04
100
69.45
50
42.72
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr001_2011
1,000
224
224
3
10
adam
5
64
0.001
2.15.1
12.2
0.39
6.21
31.08
model-npz/VGG19_optadam_s1000_e5_b64_lr0001_4212.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
18.43
100
67.1
52
43.59
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_2252
1,000
224
224
3
10
adam
5
64
0.0001
2.15.1
12.2
0.39
6.22
31.11
model-npz/VGG19_optadam_s1000_e5_b64_lr00001_5498.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
52
18.96
100
71.4
55
45.09
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr01_3372
1,000
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.01
7.45
74.56
model-npz/VGG19_optadam_s1000_e10_b1_lr001_1162.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
16.38
100
72.68
41
39.82
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr001_1464
1,000
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.01
7.68
76.87
model-npz/VGG19_optadam_s1000_e10_b1_lr0001_2278.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
15.76
100
69.76
41
38.52
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr0001_2984
1,000
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.01
7.47
74.75
model-npz/VGG19_optadam_s1000_e10_b1_lr00001_3323.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
16.25
100
71.95
42
39.24
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr01_7153
1,000
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.01
4.93
49.36
model-npz/VGG19_optadam_s1000_e10_b2_lr001_3094.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
17.47
100
68.72
43
39.25
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr001_3212
1,000
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.01
4.97
49.77
model-npz/VGG19_optadam_s1000_e10_b2_lr0001_4883.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
17.71
100
68.93
43
39.57
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr0001_2960
1,000
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.01
4.95
49.52
model-npz/VGG19_optadam_s1000_e10_b2_lr00001_2245.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
17.86
100
69.21
44
40.07
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr01_2858
1,000
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.01
3.72
37.24
model-npz/VGG19_optadam_s1000_e10_b4_lr001_2549.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
19.8
100
67.75
45
39.99
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr001_1519
1,000
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.01
3.72
37.21
model-npz/VGG19_optadam_s1000_e10_b4_lr0001_1624.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
19.43
100
66.1
45
40.04
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr0001_2216
1,000
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.01
3.78
37.83
model-npz/VGG19_optadam_s1000_e10_b4_lr00001_1359.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
19.36
100
65.44
47
41.56
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr01_9132
1,000
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.02
3.14
31.41
model-npz/VGG19_optadam_s1000_e10_b8_lr001_4150.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
21.94
100
65.94
46
40.8
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr001_1738
1,000
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.02
3.13
31.35
model-npz/VGG19_optadam_s1000_e10_b8_lr0001_1200.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
21.75
100
65.49
48
41.52
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr0001_1899
1,000
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
0.02
3.15
31.57
model-npz/VGG19_optadam_s1000_e10_b8_lr00001_8397.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
21.36
100
62.23
50
42.67
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr01_1365
1,000
224
224
3
10
adam
10
16
0.01
2.15.1
12.2
0.05
3.11
31.17
model-npz/VGG19_optadam_s1000_e10_b16_lr001_2875.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
22.33
100
64.12
48
41.64
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr001_1266
1,000
224
224
3
10
adam
10
16
0.001
2.15.1
12.2
0.05
3.1
31.04
model-npz/VGG19_optadam_s1000_e10_b16_lr0001_4600.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
22.43
100
64.26
50
42.2
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr0001_1066
1,000
224
224
3
10
adam
10
16
0.0001
2.15.1
12.2
0.05
3.22
32.23
model-npz/VGG19_optadam_s1000_e10_b16_lr00001_2589.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
22.54
100
64.91
51
43.14
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr01_8514
1,000
224
224
3
10
adam
10
32
0.01
2.15.1
12.2
0.1
3.15
31.54
model-npz/VGG19_optadam_s1000_e10_b32_lr001_3014.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
22
100
64.73
49
42.57
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr001_2935
1,000
224
224
3
10
adam
10
32
0.001
2.15.1
12.2
0.1
3.11
31.16
model-npz/VGG19_optadam_s1000_e10_b32_lr0001_3168.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
23
100
65.29
51
43.68
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr0001_6819
1,000
224
224
3
10
adam
10
32
0.0001
2.15.1
12.2
0.1
3.17
31.74
model-npz/VGG19_optadam_s1000_e10_b32_lr00001_9521.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
22.66
100
66.01
55
45.31
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr01_2004
1,000
224
224
3
10
adam
10
64
0.01
2.15.1
12.2
0.24
3.92
39.27
model-npz/VGG19_optadam_s1000_e10_b64_lr001_6647.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
22.57
100
74.77
52
45.41
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr001_1362
1,000
224
224
3
10
adam
10
64
0.001
2.15.1
12.2
0.25
3.95
39.49
model-npz/VGG19_optadam_s1000_e10_b64_lr0001_2085.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
44
23.5
100
72.36
55
46.54
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr0001_3622
1,000
224
224
3
10
adam
10
64
0.0001
2.15.1
12.2
0.25
3.94
39.45
model-npz/VGG19_optadam_s1000_e10_b64_lr00001_1644.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
49
23.17
100
73.76
58
48.16
VGG19_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr01_3043
1
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
5.26
5.26
5.29
model-npz/VGG19_optsgd_s1_e1_b1_lr001_6411.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.7
100
25.8
42
37.3
VGG19_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr001_1676
1
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
5.1
5.1
5.14
model-npz/VGG19_optsgd_s1_e1_b1_lr0001_5955.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.84
100
27.42
35
33.89
VGG19_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr0001_1580
1
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
5.12
5.13
5.16
model-npz/VGG19_optsgd_s1_e1_b1_lr00001_2503.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
2.63
100
30.05
34
32.42
VGG19_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr01_1061
1
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
2.58
2.59
5.2
model-npz/VGG19_optsgd_s1_e2_b1_lr001_4791.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.89
100
27.58
32
31.11
VGG19_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr001_6439
1
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
2.51
2.51
5.05
model-npz/VGG19_optsgd_s1_e2_b1_lr0001_2488.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.53
100
26.68
32
30.53
VGG19_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr0001_2624
1
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
2.58
2.58
5.19
model-npz/VGG19_optsgd_s1_e2_b1_lr00001_1987.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.53
100
26.11
30
29.63
VGG19_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr01_1968
1
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
1.07
1.07
5.39
model-npz/VGG19_optsgd_s1_e5_b1_lr001_6221.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
2.15
100
28.45
31
28.95
VGG19_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr001_2913
1
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
1.05
1.05
5.27
model-npz/VGG19_optsgd_s1_e5_b1_lr0001_2795.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.47
100
29.58
29
28.79
VGG19_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr0001_3308
1
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
1.08
1.08
5.45
model-npz/VGG19_optsgd_s1_e5_b1_lr00001_2566.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.85
100
26.2
30
28.55
VGG19_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr01_1257
1
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.52
0.52
5.2
model-npz/VGG19_optsgd_s1_e10_b1_lr001_1361.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.53
100
22.21
30
27.95
VGG19_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr001_1555
1
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.52
0.52
5.24
model-npz/VGG19_optsgd_s1_e10_b1_lr0001_3137.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2
100
28.63
29
27.84
VGG19_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr0001_9578
1
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.52
0.52
5.25
model-npz/VGG19_optsgd_s1_e10_b1_lr00001_2566.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
2.05
100
29.79
28
28
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr01_6262
10
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
0.53
5.31
5.33
model-npz/VGG19_optsgd_s10_e1_b1_lr001_1559.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.9
100
27.4
28
27.75
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr001_1328
10
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
0.5
5.01
5.03
model-npz/VGG19_optsgd_s10_e1_b1_lr0001_7333.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
2.26
100
28.26
29
27.74
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr0001_7357
10
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.52
5.2
5.24
model-npz/VGG19_optsgd_s10_e1_b1_lr00001_6901.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
2.1
100
26.45
29
27.5
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr01_6461
10
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
1.12
5.58
5.62
model-npz/VGG19_optsgd_s10_e1_b2_lr001_2988.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.63
100
30.53
29
27.42
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr001_2609
10
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
1.04
5.21
5.24
model-npz/VGG19_optsgd_s10_e1_b2_lr0001_3342.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
2.11
100
28.26
30
27.68
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr0001_7970
10
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
1.06
5.29
5.31
model-npz/VGG19_optsgd_s10_e1_b2_lr00001_5127.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.32
100
28.32
29
27.32
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr01_2632
10
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
2.18
6.54
6.56
model-npz/VGG19_optsgd_s10_e1_b4_lr001_1480.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
3.22
100
29.96
34
27.96
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr001_1773
10
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
2.19
6.57
6.59
model-npz/VGG19_optsgd_s10_e1_b4_lr0001_2496.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
3.36
100
30.23
33
28.64
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr0001_1734
10
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
2.19
6.58
6.6
model-npz/VGG19_optsgd_s10_e1_b4_lr00001_2307.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
3.23
100
29.95
34
28.59
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr01_4078
10
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
3.59
7.19
7.21
model-npz/VGG19_optsgd_s10_e1_b8_lr001_2624.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
5.35
100
42
35
29.39
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr001_1488
10
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
3.81
7.63
7.65
model-npz/VGG19_optsgd_s10_e1_b8_lr0001_3029.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
3.77
100
33.5
35
29.23
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr0001_3280
10
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
3.49
6.98
7.01
model-npz/VGG19_optsgd_s10_e1_b8_lr00001_2925.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
4.62
100
36.67
35
29.46
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr01_3166
10
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.26
2.62
5.26
model-npz/VGG19_optsgd_s10_e2_b1_lr001_2529.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
2.3
100
26.25
29
28.05
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr001_3313
10
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.27
2.67
5.37
model-npz/VGG19_optsgd_s10_e2_b1_lr0001_1599.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
2.21
100
29.42
29
27.84
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr0001_1329
10
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.27
2.66
5.35
model-npz/VGG19_optsgd_s10_e2_b1_lr00001_2191.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
2.7
100
29.9
29
27.6
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr01_1925
10
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.59
2.95
5.93
model-npz/VGG19_optsgd_s10_e2_b2_lr001_1532.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.8
100
27.05
30
27.35
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr001_2637
10
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.53
2.68
5.37
model-npz/VGG19_optsgd_s10_e2_b2_lr0001_6433.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.74
100
32.42
30
27.37
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr0001_9734
10
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.54
2.71
5.43
model-npz/VGG19_optsgd_s10_e2_b2_lr00001_3839.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
3.15
100
32
30
27.15
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr01_8797
10
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
1.09
3.26
6.56
model-npz/VGG19_optsgd_s10_e2_b4_lr001_2650.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
3.82
100
32.55
33
28.36
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr001_8229
10
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
1.09
3.27
6.57
model-npz/VGG19_optsgd_s10_e2_b4_lr0001_1446.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
2.27
100
28.23
34
28.27
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr0001_2278
10
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
1.09
3.26
6.55
model-npz/VGG19_optsgd_s10_e2_b4_lr00001_1931.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
3.91
100
35.86
33
28.91
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr01_8278
10
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
1.8
3.6
7.22
model-npz/VGG19_optsgd_s10_e2_b8_lr001_1664.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
3.3
100
29.13
36
29.26
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr001_1145
10
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
1.78
3.55
7.13
model-npz/VGG19_optsgd_s10_e2_b8_lr0001_1021.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
3.42
100
29.5
36
29.17
VGG19_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr0001_8002
10
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
1.77
3.53
7.11
model-npz/VGG19_optsgd_s10_e2_b8_lr00001_2141.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
4.18
100
33.23
35
29.14