Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files 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
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr01_8747
1,000
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
0.07
16.66
33.35
model-npz/EfficientNetB0_optsgd_s1000_e2_b4_lr001_2222.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.01
100
21.78
33
30.09
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr001_2175
1,000
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
0.07
16.89
33.81
model-npz/EfficientNetB0_optsgd_s1000_e2_b4_lr0001_1283.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.99
100
21.5
33
30.16
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr0001_2596
1,000
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.07
16.4
32.82
model-npz/EfficientNetB0_optsgd_s1000_e2_b4_lr00001_1776.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.05
100
22.63
33
30.15
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr01_1979
1,000
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
0.11
14.23
28.48
model-npz/EfficientNetB0_optsgd_s1000_e2_b8_lr001_2546.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.71
100
19.26
35
30.12
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr001_2687
1,000
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
0.11
14.22
28.46
model-npz/EfficientNetB0_optsgd_s1000_e2_b8_lr0001_6171.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.62
100
18.38
35
30.14
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr0001_6061
1,000
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
0.11
14.29
28.61
model-npz/EfficientNetB0_optsgd_s1000_e2_b8_lr00001_2318.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.65
100
17.62
35
30.08
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr01_7383
1,000
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
0.22
13.7
27.43
model-npz/EfficientNetB0_optsgd_s1000_e2_b16_lr001_3194.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
3.9
100
17.83
36
29.98
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr001_2793
1,000
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
0.22
13.82
27.67
model-npz/EfficientNetB0_optsgd_s1000_e2_b16_lr0001_1957.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
3.72
100
17
36
29.89
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr0001_2381
1,000
224
224
3
10
sgd
2
16
0.0001
2.15.1
12.2
0.22
14.01
28.06
model-npz/EfficientNetB0_optsgd_s1000_e2_b16_lr00001_1813.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
3.42
100
16.62
36
30.03
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr01_1418
1,000
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
0.41
13.29
26.6
model-npz/EfficientNetB0_optsgd_s1000_e2_b32_lr001_2715.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
4.11
100
14.95
37
29.71
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr001_2479
1,000
224
224
3
10
sgd
2
32
0.001
2.15.1
12.2
0.42
13.54
27.1
model-npz/EfficientNetB0_optsgd_s1000_e2_b32_lr0001_4191.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
4.47
100
16.52
37
30.06
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr0001_2498
1,000
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
0.42
13.47
26.96
model-npz/EfficientNetB0_optsgd_s1000_e2_b32_lr00001_2116.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
3.89
100
15.53
37
29.48
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr01_1816
1,000
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
0.82
13.17
26.37
model-npz/EfficientNetB0_optsgd_s1000_e2_b64_lr001_3146.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
4.82
100
15.11
37
28.46
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr001_2284
1,000
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
0.86
13.8
27.63
model-npz/EfficientNetB0_optsgd_s1000_e2_b64_lr0001_2226.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
47
4.73
100
14.81
36
27.52
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr0001_1940
1,000
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
0.81
12.99
26
model-npz/EfficientNetB0_optsgd_s1000_e2_b64_lr00001_1203.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
47
4.77
100
15.46
36
26.93
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr01_3118
1,000
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.03
26.04
130.26
model-npz/EfficientNetB0_optsgd_s1000_e5_b1_lr001_1995.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
1.6
100
33.62
28
26.78
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr001_1130
1,000
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.03
26.1
130.51
model-npz/EfficientNetB0_optsgd_s1000_e5_b1_lr0001_2215.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
1.59
100
33.11
28
27.35
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr0001_2726
1,000
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.03
25.78
128.91
model-npz/EfficientNetB0_optsgd_s1000_e5_b1_lr00001_2161.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
1.6
100
33.65
28
27.1
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr01_3086
1,000
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.03
15.14
75.71
model-npz/EfficientNetB0_optsgd_s1000_e5_b2_lr001_2307.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
1.97
100
36.89
30
27.44
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr001_2897
1,000
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.03
15.26
76.32
model-npz/EfficientNetB0_optsgd_s1000_e5_b2_lr0001_8415.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
1.99
100
36.86
32
29.85
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr0001_2958
1,000
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.03
15.22
76.13
model-npz/EfficientNetB0_optsgd_s1000_e5_b2_lr00001_2449.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
1.95
100
36.53
32
30.6
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr01_4299
1,000
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
0.04
9.95
49.77
model-npz/EfficientNetB0_optsgd_s1000_e5_b4_lr001_3034.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
3.4
100
34.06
34
30.86
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr001_1180
1,000
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
0.04
9.97
49.85
model-npz/EfficientNetB0_optsgd_s1000_e5_b4_lr0001_1179.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
3.48
100
34.32
34
31.28
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr0001_2396
1,000
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.04
9.99
49.99
model-npz/EfficientNetB0_optsgd_s1000_e5_b4_lr00001_2080.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
3.44
100
34.21
34
31.58
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr01_1584
1,000
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
0.06
7.66
38.35
model-npz/EfficientNetB0_optsgd_s1000_e5_b8_lr001_2336.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
5.28
100
31.33
36
31.65
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr001_3087
1,000
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
0.06
7.77
38.9
model-npz/EfficientNetB0_optsgd_s1000_e5_b8_lr0001_2456.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
5.03
100
31.33
36
31.88
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr0001_8883
1,000
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.06
7.64
38.23
model-npz/EfficientNetB0_optsgd_s1000_e5_b8_lr00001_1818.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
5.16
100
30.96
36
31.75
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr01_2771
1,000
224
224
3
10
sgd
5
16
0.01
2.15.1
12.2
0.11
7.02
35.12
model-npz/EfficientNetB0_optsgd_s1000_e5_b16_lr001_3087.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
7.18
100
28.47
37
31.78
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr001_2420
1,000
224
224
3
10
sgd
5
16
0.001
2.15.1
12.2
0.11
7.01
35.06
model-npz/EfficientNetB0_optsgd_s1000_e5_b16_lr0001_4203.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
7
100
27.06
38
32.01
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr0001_1555
1,000
224
224
3
10
sgd
5
16
0.0001
2.15.1
12.2
0.11
7.14
35.72
model-npz/EfficientNetB0_optsgd_s1000_e5_b16_lr00001_2839.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
6.96
100
26.4
38
31.75
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr01_7227
1,000
224
224
3
10
sgd
5
32
0.01
2.15.1
12.2
0.21
6.84
34.23
model-npz/EfficientNetB0_optsgd_s1000_e5_b32_lr001_1698.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
8.24
100
25.27
39
31.97
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr001_2556
1,000
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
0.2
6.51
32.58
model-npz/EfficientNetB0_optsgd_s1000_e5_b32_lr0001_1371.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
8.89
100
26.86
40
32.36
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr0001_3176
1,000
224
224
3
10
sgd
5
32
0.0001
2.15.1
12.2
0.2
6.55
32.8
model-npz/EfficientNetB0_optsgd_s1000_e5_b32_lr00001_2702.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
8.71
100
26.73
40
32.62
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr01_2725
1,000
224
224
3
10
sgd
5
64
0.01
2.15.1
12.2
0.4
6.35
31.8
model-npz/EfficientNetB0_optsgd_s1000_e5_b64_lr001_2586.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
48
10.1
100
25.96
42
32.81
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr001_5064
1,000
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
0.4
6.35
31.78
model-npz/EfficientNetB0_optsgd_s1000_e5_b64_lr0001_2042.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
49
10.55
100
26.83
42
33.25
EfficientNetB0_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr0001_2777
1,000
224
224
3
10
sgd
5
64
0.0001
2.15.1
12.2
0.4
6.48
32.44
model-npz/EfficientNetB0_optsgd_s1000_e5_b64_lr00001_3150.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
48
10.14
100
25.9
42
33.21
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr01_2803
1
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
7.62
7.62
7.64
model-npz/VGG19_optadam_s1_e1_b1_lr001_2886.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.64
61
8.36
34
32.48
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr001_2317
1
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
7.56
7.57
7.6
model-npz/VGG19_optadam_s1_e1_b1_lr0001_2938.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1
100
17.57
32
31.39
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr0001_1567
1
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
7.6
7.6
7.62
model-npz/VGG19_optadam_s1_e1_b1_lr00001_2727.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.78
100
19.09
31
30.43
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_1874
1
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
3.76
3.76
7.54
model-npz/VGG19_optadam_s1_e2_b1_lr001_2962.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.39
100
21.78
30
29.43
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr001_1291
1
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
3.77
3.77
7.6
model-npz/VGG19_optadam_s1_e2_b1_lr0001_1334.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.26
100
21.39
30
28.78
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr0001_2847
1
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
3.82
3.83
7.68
model-npz/VGG19_optadam_s1_e2_b1_lr00001_4825.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.64
100
22.4
30
28.48
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr01_8377
1
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
1.52
1.52
7.63
model-npz/VGG19_optadam_s1_e5_b1_lr001_3377.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.83
100
23.7
29
28.04
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr001_1648
1
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
1.49
1.49
7.49
model-npz/VGG19_optadam_s1_e5_b1_lr0001_7152.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.78
100
23.52
29
27.91
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr0001_1957
1
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
1.53
1.53
7.67
model-npz/VGG19_optadam_s1_e5_b1_lr00001_4566.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.13
100
21.57
29
27.7
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr01_1133
1
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.77
0.77
7.76
model-npz/VGG19_optadam_s1_e10_b1_lr001_8526.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.46
100
23.33
28
27.62
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr001_1313
1
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.75
0.75
7.52
model-npz/VGG19_optadam_s1_e10_b1_lr0001_2650.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.54
100
20.12
29
27.29
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr0001_1477
1
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.79
0.79
7.92
model-npz/VGG19_optadam_s1_e10_b1_lr00001_2613.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.92
100
18.5
29
27.17
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr01_1654
10
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
0.76
7.62
7.64
model-npz/VGG19_optadam_s10_e1_b1_lr001_3216.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.04
100
19.83
28
27.17
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr001_2761
10
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
0.78
7.82
7.84
model-npz/VGG19_optadam_s10_e1_b1_lr0001_2618.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1
100
19.58
29
27.17
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr0001_2854
10
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
0.77
7.68
7.73
model-npz/VGG19_optadam_s10_e1_b1_lr00001_1276.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.21
100
19.83
28
27.08
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr01_3061
10
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
1.58
7.91
7.95
model-npz/VGG19_optadam_s10_e1_b2_lr001_9808.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.04
100
23.4
29
26.92
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr001_1960
10
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
1.57
7.87
7.89
model-npz/VGG19_optadam_s10_e1_b2_lr0001_1681.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.38
100
21.67
30
27.29
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr0001_2963
10
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
1.55
7.76
7.79
model-npz/VGG19_optadam_s10_e1_b2_lr00001_7928.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.08
100
24.33
30
27.08
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr01_2492
10
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
3.01
9.05
9.09
model-npz/VGG19_optadam_s10_e1_b4_lr001_1600.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
3.04
100
30.69
34
27.81
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr001_1840
10
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
2.97
8.92
8.96
model-npz/VGG19_optadam_s10_e1_b4_lr0001_1564.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
3.3
100
28.52
32
27.85
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr0001_2107
10
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
2.95
8.87
8.89
model-npz/VGG19_optadam_s10_e1_b4_lr00001_2730.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
2.81
100
26.67
34
28.26
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr01_8849
10
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
4.69
9.39
9.41
model-npz/VGG19_optadam_s10_e1_b8_lr001_1196.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
4.41
100
34.41
36
28.93
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr001_3389
10
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
4.81
9.62
9.66
model-npz/VGG19_optadam_s10_e1_b8_lr0001_8581.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
4.36
100
31.04
35
29.07
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr0001_1186
10
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
4.86
9.73
9.75
model-npz/VGG19_optadam_s10_e1_b8_lr00001_2987.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
3.93
100
31.48
36
29.33
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr01_1619
10
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.39
3.9
7.82
model-npz/VGG19_optadam_s10_e2_b1_lr001_2704.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.92
100
23.16
29
27.72
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr001_3212
10
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.39
3.91
7.85
model-npz/VGG19_optadam_s10_e2_b1_lr0001_2414.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
2.17
100
24.83
28
27.42
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr0001_3145
10
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.38
3.85
7.73
model-npz/VGG19_optadam_s10_e2_b1_lr00001_2054.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.46
100
22.38
29
27.12
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr01_2139
10
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.79
3.94
7.91
model-npz/VGG19_optadam_s10_e2_b2_lr001_6377.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.42
100
20
29
27.17
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr001_3190
10
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.78
3.9
7.82
model-npz/VGG19_optadam_s10_e2_b2_lr0001_1656.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
2.25
100
25.08
30
27.21
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr0001_3161
10
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.79
3.94
7.9
model-npz/VGG19_optadam_s10_e2_b2_lr00001_5583.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.64
100
22.56
30
27
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr01_3316
10
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
1.49
4.48
8.98
model-npz/VGG19_optadam_s10_e2_b4_lr001_6162.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
2.96
100
28.3
34
27.7
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr001_1821
10
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
1.51
4.54
9.14
model-npz/VGG19_optadam_s10_e2_b4_lr0001_3179.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
2.54
100
28.38
34
28.12
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr0001_2851
10
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
1.52
4.56
9.14
model-npz/VGG19_optadam_s10_e2_b4_lr00001_4186.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.65
100
27.04
33
28.15
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr01_1194
10
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
2.35
4.7
9.42
model-npz/VGG19_optadam_s10_e2_b8_lr001_2992.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
3.67
100
30.44
35
28.89
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr001_1611
10
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
2.37
4.74
9.51
model-npz/VGG19_optadam_s10_e2_b8_lr0001_1444.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
2.89
100
23.96
34
28.93
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr0001_2616
10
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
2.36
4.71
9.46
model-npz/VGG19_optadam_s10_e2_b8_lr00001_7585.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
3.07
100
26.7
34
29.41
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr01_1741
10
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.17
1.73
8.69
model-npz/VGG19_optadam_s10_e5_b1_lr001_1585.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
2.33
100
24.83
29
27.79
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr001_1143
10
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.16
1.58
7.94
model-npz/VGG19_optadam_s10_e5_b1_lr0001_1750.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
1.44
100
20.84
29
27.6
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr0001_5323
10
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.16
1.62
8.15
model-npz/VGG19_optadam_s10_e5_b1_lr00001_1222.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.38
100
17.83
30
27.25
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr01_7214
10
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.32
1.59
7.99
model-npz/VGG19_optadam_s10_e5_b2_lr001_2137.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
2.04
100
25.16
31
27.28
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr001_1362
10
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.32
1.61
8.07
model-npz/VGG19_optadam_s10_e5_b2_lr0001_2776.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.58
100
26.58
29
27.21
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr0001_1030
10
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.32
1.6
8.05
model-npz/VGG19_optadam_s10_e5_b2_lr00001_2418.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
2.8
100
29.76
30
27.44
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr01_3138
10
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.61
1.82
9.12
model-npz/VGG19_optadam_s10_e5_b4_lr001_1785.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
2.52
100
22.41
32
27.74
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr001_2177
10
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.6
1.81
9.07
model-npz/VGG19_optadam_s10_e5_b4_lr0001_2770.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
3.46
100
30.23
34
28.08
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr0001_7718
10
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.6
1.82
9.11
model-npz/VGG19_optadam_s10_e5_b4_lr00001_2780.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
3.64
100
28.18
33
28.07
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr01_1310
10
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
0.96
1.91
9.6
model-npz/VGG19_optadam_s10_e5_b8_lr001_1290.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
4.04
100
29.26
36
28.89
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr001_4443
10
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
0.95
1.91
9.56
model-npz/VGG19_optadam_s10_e5_b8_lr0001_5227.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
3.21
100
27.21
34
29.04
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr0001_1924
10
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
0.97
1.95
9.79
model-npz/VGG19_optadam_s10_e5_b8_lr00001_1662.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
3.74
100
30.7
36
29.37
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr01_1949
10
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.08
0.83
8.31
model-npz/VGG19_optadam_s10_e10_b1_lr001_5326.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
2.35
100
24.58
32
27.88
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr001_1432
10
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.08
0.82
8.19
model-npz/VGG19_optadam_s10_e10_b1_lr0001_1781.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
2.38
100
26.33
30
27.62
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr0001_2383
10
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.08
0.83
8.34
model-npz/VGG19_optadam_s10_e10_b1_lr00001_2002.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
2.4
100
24.44
30
27.64
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr01_2199
10
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.16
0.82
8.19
model-npz/VGG19_optadam_s10_e10_b2_lr001_4702.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
2.56
100
26.4
30
27.52
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr001_2317
10
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.16
0.83
8.28
model-npz/VGG19_optadam_s10_e10_b2_lr0001_8088.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.71
100
26.54
30
27.25
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr0001_3579
10
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.16
0.82
8.19
model-npz/VGG19_optadam_s10_e10_b2_lr00001_3062.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
2.38
100
22.23
30
27.19
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr01_9197
10
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.31
0.93
9.3
model-npz/VGG19_optadam_s10_e10_b4_lr001_1843.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
3.52
100
29.04
34
27.93
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr001_2585
10
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.31
0.94
9.42
model-npz/VGG19_optadam_s10_e10_b4_lr0001_2794.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
3.26
100
28.19
35
28.41
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr0001_3261
10
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.31
0.93
9.37
model-npz/VGG19_optadam_s10_e10_b4_lr00001_9025.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
3.48
100
30.33
35
28.26
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr01_1331
10
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.5
1
10
model-npz/VGG19_optadam_s10_e10_b8_lr001_2265.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
5.07
100
37.67
35
29.3
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr001_3207
10
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.5
0.99
9.96
model-npz/VGG19_optadam_s10_e10_b8_lr0001_2352.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
4.45
100
33.28
36
29.17
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr0001_3016
10
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
0.49
0.99
9.94
model-npz/VGG19_optadam_s10_e10_b8_lr00001_1281.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
4.74
100
33.96
36
29.33
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr01_3020
100
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
0.08
8.35
8.37
model-npz/VGG19_optadam_s100_e1_b1_lr001_2399.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
2.16
100
24.76
32
28.08
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr001_3173
100
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
0.08
8.35
8.38
model-npz/VGG19_optadam_s100_e1_b1_lr0001_2051.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
2.32
100
25.8
32
27.92
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr0001_3390
100
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
0.08
8.28
8.31
model-npz/VGG19_optadam_s100_e1_b1_lr00001_2043.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
2.24
100
23.8
32
27.76
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr01_1215
100
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
0.16
8
8.02
model-npz/VGG19_optadam_s100_e1_b2_lr001_1850.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
1.68
100
19.12
29
27.36