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
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr001_3245
100
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
0.15
7.4
7.42
model-npz/VGG16_optadam_s100_e1_b2_lr0001_1325.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
2.79
100
27
31
27.62
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr0001_1487
100
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
0.15
7.45
7.49
model-npz/VGG16_optadam_s100_e1_b2_lr00001_1838.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
2.42
100
24.42
32
27.75
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr01_2580
100
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
0.3
7.62
7.64
model-npz/VGG16_optadam_s100_e1_b4_lr001_1988.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
3
100
27.71
33
27.92
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr001_7854
100
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
0.29
7.36
7.38
model-npz/VGG16_optadam_s100_e1_b4_lr0001_3543.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
3.5
100
29.71
31
27.96
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr0001_3682
100
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
0.32
7.93
7.95
model-npz/VGG16_optadam_s100_e1_b4_lr00001_3084.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
2.84
100
23.88
32
28.08
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr01_1884
100
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
0.71
9.29
9.31
model-npz/VGG16_optadam_s100_e1_b8_lr001_1706.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
4.7
100
33.78
35
29.22
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr001_5114
100
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
0.71
9.28
9.3
model-npz/VGG16_optadam_s100_e1_b8_lr0001_2422.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
4.57
100
31.36
35
29.54
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr0001_1587
100
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
0.72
9.33
9.35
model-npz/VGG16_optadam_s100_e1_b8_lr00001_1438.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
3.85
100
31.59
35
29.48
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr01_2581
100
224
224
3
10
adam
1
16
0.01
2.15.1
12.2
1.57
10.97
11.01
model-npz/VGG16_optadam_s100_e1_b16_lr001_3065.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
6.31
100
39.17
37
30.41
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr001_2794
100
224
224
3
10
adam
1
16
0.001
2.15.1
12.2
1.46
10.24
10.26
model-npz/VGG16_optadam_s100_e1_b16_lr0001_4073.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
4.93
100
33.69
37
30.97
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr0001_3254
100
224
224
3
10
adam
1
16
0.0001
2.15.1
12.2
1.45
10.19
10.21
model-npz/VGG16_optadam_s100_e1_b16_lr00001_2300.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
5.83
100
36.23
39
30.97
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr01_1383
100
224
224
3
10
adam
1
32
0.01
2.15.1
12.2
3.04
12.18
12.2
model-npz/VGG16_optadam_s100_e1_b32_lr001_1639.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
6.97
100
38.56
40
32.88
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr001_2944
100
224
224
3
10
adam
1
32
0.001
2.15.1
12.2
2.98
11.94
11.97
model-npz/VGG16_optadam_s100_e1_b32_lr0001_1829.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
8.69
100
47.53
42
33.5
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr0001_1685
100
224
224
3
10
adam
1
32
0.0001
2.15.1
12.2
3.04
12.15
12.17
model-npz/VGG16_optadam_s100_e1_b32_lr00001_1611.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
7.45
100
41.94
42
33.21
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr01_3180
100
224
224
3
10
adam
1
64
0.01
2.15.1
12.2
10.92
21.85
21.88
model-npz/VGG16_optadam_s100_e1_b64_lr001_1867.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
44
11.65
100
59.31
47
37.8
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr001_2105
100
224
224
3
10
adam
1
64
0.001
2.15.1
12.2
10.55
21.1
21.13
model-npz/VGG16_optadam_s100_e1_b64_lr0001_2806.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
44
12.39
100
61.78
48
39.39
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr0001_2440
100
224
224
3
10
adam
1
64
0.0001
2.15.1
12.2
10.57
21.15
21.17
model-npz/VGG16_optadam_s100_e1_b64_lr00001_1780.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
47
11.75
100
62.54
49
40.33
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr01_2067
100
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.04
4.06
8.14
model-npz/VGG16_optadam_s100_e2_b1_lr001_2744.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
2.92
100
28.65
37
33.19
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr001_9306
100
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.04
4.07
8.16
model-npz/VGG16_optadam_s100_e2_b1_lr0001_2376.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
3.12
100
28.2
35
31.12
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr0001_1379
100
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.04
4.19
8.4
model-npz/VGG16_optadam_s100_e2_b1_lr00001_8772.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
2.88
100
27.36
35
30.16
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr01_3551
100
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.08
3.95
7.92
model-npz/VGG16_optadam_s100_e2_b2_lr001_1356.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
2.29
100
26.58
34
29.75
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_3654
100
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.08
3.89
7.8
model-npz/VGG16_optadam_s100_e2_b2_lr0001_1140.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
2.54
100
25.08
34
29.08
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_3315
100
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.08
4
8.02
model-npz/VGG16_optadam_s100_e2_b2_lr00001_3164.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
2.85
100
25.27
35
28.69
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr01_2121
100
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
0.16
3.95
7.93
model-npz/VGG16_optadam_s100_e2_b4_lr001_1562.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
3.48
100
29
33
28.96
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr001_2372
100
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
0.16
3.94
7.89
model-npz/VGG16_optadam_s100_e2_b4_lr0001_2401.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
3.16
100
25.16
35
28.48
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr0001_3082
100
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
0.16
3.94
7.93
model-npz/VGG16_optadam_s100_e2_b4_lr00001_1937.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
2.67
100
25.42
34
28.62
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr01_1344
100
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
0.36
4.71
9.47
model-npz/VGG16_optadam_s100_e2_b8_lr001_2314.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
5
100
35.44
35
29.89
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr001_1096
100
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
0.37
4.8
9.62
model-npz/VGG16_optadam_s100_e2_b8_lr0001_2116.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
4.69
100
31.86
36
29.9
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr0001_9067
100
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
0.37
4.79
9.6
model-npz/VGG16_optadam_s100_e2_b8_lr00001_9252.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
5.04
100
35.26
36
30.63
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr01_3342
100
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
0.76
5.33
10.68
model-npz/VGG16_optadam_s100_e2_b16_lr001_1412.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
4.86
100
34.62
38
31.79
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr001_1351
100
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
0.74
5.18
10.39
model-npz/VGG16_optadam_s100_e2_b16_lr0001_6272.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
5.48
100
36.07
38
31.14
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr0001_2953
100
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
0.73
5.11
10.26
model-npz/VGG16_optadam_s100_e2_b16_lr00001_1603.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
5.07
100
36.37
39
31.8
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr01_2888
100
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
1.52
6.09
12.21
model-npz/VGG16_optadam_s100_e2_b32_lr001_1035.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
6.5
100
43.5
43
33.25
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr001_2408
100
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
1.53
6.11
12.26
model-npz/VGG16_optadam_s100_e2_b32_lr0001_6787.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
8.03
100
44.28
44
33.97
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr0001_1594
100
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
1.54
6.18
12.38
model-npz/VGG16_optadam_s100_e2_b32_lr00001_1317.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
8.81
100
44.94
43
34
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr01_2617
100
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
5.29
10.58
21.18
model-npz/VGG16_optadam_s100_e2_b64_lr001_2476.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
44
10.8
100
62.98
47
38.47
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr001_2912
100
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
5.28
10.56
21.14
model-npz/VGG16_optadam_s100_e2_b64_lr0001_4889.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
47
12.48
100
65.83
48
40.54
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr0001_2624
100
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
5.29
10.59
21.21
model-npz/VGG16_optadam_s100_e2_b64_lr00001_1180.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
44
11.92
100
59.57
50
41.24
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr01_1094
100
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.02
1.93
9.66
model-npz/VGG16_optadam_s100_e5_b1_lr001_2725.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
4.83
100
33.83
38
33.9
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr001_2293
100
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.02
2
10.02
model-npz/VGG16_optadam_s100_e5_b1_lr0001_2406.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
4.48
100
29.55
37
32.24
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr0001_9918
100
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.02
1.94
9.7
model-npz/VGG16_optadam_s100_e5_b1_lr00001_2529.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
4.82
100
32.25
37
31.32
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr01_2123
100
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.04
1.8
9.02
model-npz/VGG16_optadam_s100_e5_b2_lr001_3387.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
4.69
100
32.69
37
30.73
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr001_4799
100
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.04
2.01
10.05
model-npz/VGG16_optadam_s100_e5_b2_lr0001_1679.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
3.76
100
27.45
37
30.07
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr0001_3278
100
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.04
1.79
8.95
model-npz/VGG16_optadam_s100_e5_b2_lr00001_1934.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
3.88
100
27.35
38
30
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_2315
100
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.07
1.7
8.51
model-npz/VGG16_optadam_s100_e5_b4_lr001_1321.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
3.72
100
27.32
36
29.92
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_4247
100
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.07
1.76
8.84
model-npz/VGG16_optadam_s100_e5_b4_lr0001_2327.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
5.04
100
31.27
37
29.88
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_3042
100
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.07
1.67
8.4
model-npz/VGG16_optadam_s100_e5_b4_lr00001_3107.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
4.6
100
28.68
39
30.04
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr01_1298
100
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
0.16
2.06
10.31
model-npz/VGG16_optadam_s100_e5_b8_lr001_1984.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
5.17
100
32.53
38
30.6
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr001_1513
100
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
0.16
2.04
10.21
model-npz/VGG16_optadam_s100_e5_b8_lr0001_1983.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
5.69
100
34.28
38
31.07
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr0001_2781
100
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
0.16
2.08
10.41
model-npz/VGG16_optadam_s100_e5_b8_lr00001_8301.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
5.66
100
36.34
39
31
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr01_3320
100
224
224
3
10
adam
5
16
0.01
2.15.1
12.2
0.31
2.19
10.96
model-npz/VGG16_optadam_s100_e5_b16_lr001_3842.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
6.63
100
38.57
41
32.07
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr001_4079
100
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
0.31
2.18
10.92
model-npz/VGG16_optadam_s100_e5_b16_lr0001_2371.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
6.16
100
36.74
41
32.16
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr0001_1347
100
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
0.31
2.2
11.02
model-npz/VGG16_optadam_s100_e5_b16_lr00001_1862.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
6.17
100
36.13
42
32.6
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr01_1000
100
224
224
3
10
adam
5
32
0.01
2.15.1
12.2
0.64
2.55
12.76
model-npz/VGG16_optadam_s100_e5_b32_lr001_9150.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
8.3
100
42.24
42
34.12
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr001_3085
100
224
224
3
10
adam
5
32
0.001
2.15.1
12.2
0.63
2.54
12.75
model-npz/VGG16_optadam_s100_e5_b32_lr0001_1988.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
8.64
100
44.55
43
34.52
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr0001_3087
100
224
224
3
10
adam
5
32
0.0001
2.15.1
12.2
0.64
2.57
12.89
model-npz/VGG16_optadam_s100_e5_b32_lr00001_1776.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
8.14
100
46.06
43
34.69
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr01_2105
100
224
224
3
10
adam
5
64
0.01
2.15.1
12.2
2.13
4.27
21.4
model-npz/VGG16_optadam_s100_e5_b64_lr001_2671.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
46
13.08
100
60.36
47
38.54
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr001_2369
100
224
224
3
10
adam
5
64
0.001
2.15.1
12.2
2.16
4.32
21.6
model-npz/VGG16_optadam_s100_e5_b64_lr0001_9068.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
48
13
100
65.43
48
40.73
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr0001_7136
100
224
224
3
10
adam
5
64
0.0001
2.15.1
12.2
2.15
4.29
21.49
model-npz/VGG16_optadam_s100_e5_b64_lr00001_6464.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
47
12.59
100
61.53
49
40.59
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr01_2363
100
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.01
1.28
12.86
model-npz/VGG16_optadam_s100_e10_b1_lr001_2816.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
6.5
100
38.24
39
34.59
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr001_1134
100
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.01
1.28
12.8
model-npz/VGG16_optadam_s100_e10_b1_lr0001_9439.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
6.67
100
39.39
38
33.15
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr0001_1892
100
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.01
1.24
12.45
model-npz/VGG16_optadam_s100_e10_b1_lr00001_6614.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
6.53
100
38.82
38
32.5
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr01_3238
100
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.02
1.07
10.75
model-npz/VGG16_optadam_s100_e10_b2_lr001_9823.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
6.57
100
37.7
38
31.93
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr001_2549
100
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.02
1.07
10.77
model-npz/VGG16_optadam_s100_e10_b2_lr0001_2721.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
6.5
100
35
38
31.43
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr0001_2663
100
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.02
1.08
10.79
model-npz/VGG16_optadam_s100_e10_b2_lr00001_2119.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
5.6
100
32.47
39
31.37
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_2133
100
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.04
0.99
9.94
model-npz/VGG16_optadam_s100_e10_b4_lr001_1396.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
6.07
100
33.31
38
31.1
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_1678
100
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.04
1.01
10.11
model-npz/VGG16_optadam_s100_e10_b4_lr0001_2024.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
6.38
100
34.34
39
30.93
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_1240
100
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.04
0.98
9.87
model-npz/VGG16_optadam_s100_e10_b4_lr00001_3387.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
6.5
100
35.36
40
31.11
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_2763
100
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.09
1.14
11.42
model-npz/VGG16_optadam_s100_e10_b8_lr001_1969.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
6.9
100
36.74
39
31.68
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_3219
100
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.09
1.14
11.42
model-npz/VGG16_optadam_s100_e10_b8_lr0001_9991.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
7.38
100
36.31
39
31.75
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_1393
100
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
0.09
1.13
11.38
model-npz/VGG16_optadam_s100_e10_b8_lr00001_3437.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
6.97
100
38.52
41
32.26
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_8409
100
224
224
3
10
adam
10
16
0.01
2.15.1
12.2
0.17
1.21
12.13
model-npz/VGG16_optadam_s100_e10_b16_lr001_1485.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
8.16
100
38.91
40
32.75
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_1719
100
224
224
3
10
adam
10
16
0.001
2.15.1
12.2
0.17
1.19
11.89
model-npz/VGG16_optadam_s100_e10_b16_lr0001_2953.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
9.44
100
46.09
42
33.22
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr0001_2431
100
224
224
3
10
adam
10
16
0.0001
2.15.1
12.2
0.17
1.18
11.84
model-npz/VGG16_optadam_s100_e10_b16_lr00001_9661.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
8.27
100
38.76
43
33.67
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr01_9806
100
224
224
3
10
adam
10
32
0.01
2.15.1
12.2
0.34
1.35
13.55
model-npz/VGG16_optadam_s100_e10_b32_lr001_3183.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
10.94
100
49.17
42
34.54
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr001_2884
100
224
224
3
10
adam
10
32
0.001
2.15.1
12.2
0.34
1.37
13.73
model-npz/VGG16_optadam_s100_e10_b32_lr0001_7102.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
9.79
100
48.03
44
34.94
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr0001_5781
100
224
224
3
10
adam
10
32
0.0001
2.15.1
12.2
0.34
1.38
13.85
model-npz/VGG16_optadam_s100_e10_b32_lr00001_1388.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
9.14
100
44.97
45
35.29
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr01_7103
100
224
224
3
10
adam
10
64
0.01
2.15.1
12.2
1.13
2.25
22.56
model-npz/VGG16_optadam_s100_e10_b64_lr001_2326.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
48
13.35
100
65.13
48
39.4
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr001_2974
100
224
224
3
10
adam
10
64
0.001
2.15.1
12.2
1.12
2.25
22.52
model-npz/VGG16_optadam_s100_e10_b64_lr0001_2297.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
12.96
100
63.37
49
40.96
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr0001_1646
100
224
224
3
10
adam
10
64
0.0001
2.15.1
12.2
1.12
2.25
22.56
model-npz/VGG16_optadam_s100_e10_b64_lr00001_7223.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
46
13.73
100
65.67
51
42.08
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr01_2056
1,000
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
0.01
12.53
12.55
model-npz/VGG16_optadam_s1000_e1_b1_lr001_8139.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
6.11
100
35.77
39
34.94
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr001_6379
1,000
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
0.01
12.56
12.59
model-npz/VGG16_optadam_s1000_e1_b1_lr0001_1292.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
6.65
100
38.85
38
33.47
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr0001_3001
1,000
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
0.01
12.54
12.57
model-npz/VGG16_optadam_s1000_e1_b1_lr00001_3332.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
6.71
100
38.8
38
32.63
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr01_8456
1,000
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
0.02
10.56
10.59
model-npz/VGG16_optadam_s1000_e1_b2_lr001_8323.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
6.71
100
36.42
38
31.74
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr001_2789
1,000
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
0.02
10.6
10.65
model-npz/VGG16_optadam_s1000_e1_b2_lr0001_2523.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
5.84
100
34
38
31.06
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr0001_3191
1,000
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
0.02
10.57
10.63
model-npz/VGG16_optadam_s1000_e1_b2_lr00001_8515.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
6.37
100
37.57
38
31.2
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr01_8387
1,000
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
0.04
9.91
9.95
model-npz/VGG16_optadam_s1000_e1_b4_lr001_1457.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
5.9
100
33.83
38
31
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr001_3093
1,000
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
0.04
9.73
9.76
model-npz/VGG16_optadam_s1000_e1_b4_lr0001_1768.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
6.31
100
34.93
38
30.97
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr0001_1297
1,000
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
0.04
9.53
9.55
model-npz/VGG16_optadam_s1000_e1_b4_lr00001_2032.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
6.1
100
34.97
40
30.76
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr01_5865
1,000
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
0.08
9.66
9.69
model-npz/VGG16_optadam_s1000_e1_b8_lr001_3353.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
5.97
100
31.24
39
31.41
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_2167
1,000
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
0.08
10.03
10.06
model-npz/VGG16_optadam_s1000_e1_b8_lr0001_2947.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
7.27
100
36.8
40
31.23
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr0001_1844
1,000
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
0.08
10.05
10.09
model-npz/VGG16_optadam_s1000_e1_b8_lr00001_3325.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
6.83
100
35.07
42
31.72
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_2737
1,000
224
224
3
10
adam
1
16
0.01
2.15.1
12.2
0.19
12.3
12.32
model-npz/VGG16_optadam_s1000_e1_b16_lr001_2956.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
8.37
100
40.86
40
32.23
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_2315
1,000
224
224
3
10
adam
1
16
0.001
2.15.1
12.2
0.19
12.21
12.24
model-npz/VGG16_optadam_s1000_e1_b16_lr0001_3170.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
8.79
100
42.68
42
33.21
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_3183
1,000
224
224
3
10
adam
1
16
0.0001
2.15.1
12.2
0.19
12.11
12.14
model-npz/VGG16_optadam_s1000_e1_b16_lr00001_2514.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
9.5
100
43.15
43
34
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_4863
1,000
224
224
3
10
adam
1
32
0.01
2.15.1
12.2
0.44
14.11
14.14
model-npz/VGG16_optadam_s1000_e1_b32_lr001_5308.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
9.92
100
47.3
44
35.24
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_2192
1,000
224
224
3
10
adam
1
32
0.001
2.15.1
12.2
0.43
13.9
13.94
model-npz/VGG16_optadam_s1000_e1_b32_lr0001_3205.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
9.61
100
46.45
44
35.11
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_1743
1,000
224
224
3
10
adam
1
32
0.0001
2.15.1
12.2
0.44
14.24
14.26
model-npz/VGG16_optadam_s1000_e1_b32_lr00001_1909.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
10.49
100
48.11
46
35.7
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_1657
1,000
224
224
3
10
adam
1
64
0.01
2.15.1
12.2
1.45
23.17
23.2
model-npz/VGG16_optadam_s1000_e1_b64_lr001_1980.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
52
15.04
100
63.83
48
39.15
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_3123
1,000
224
224
3
10
adam
1
64
0.001
2.15.1
12.2
1.43
22.86
22.9
model-npz/VGG16_optadam_s1000_e1_b64_lr0001_1570.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
13.22
100
62.57
49
40.26