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
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_1593
1,000
224
224
3
10
adam
1
16
0.01
2.15.1
12.2
0.44
27.54
27.58
model-npz/MobileNetV2_optadam_s1000_e1_b16_lr001_1788.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
1.63
100
11.6
33
28.66
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_1736
1,000
224
224
3
10
adam
1
16
0.001
2.15.1
12.2
0.44
27.77
27.8
model-npz/MobileNetV2_optadam_s1000_e1_b16_lr0001_3147.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
2.06
100
14.22
32
28.59
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_1263
1,000
224
224
3
10
adam
1
16
0.0001
2.15.1
12.2
0.44
27.89
27.91
model-npz/MobileNetV2_optadam_s1000_e1_b16_lr00001_3301.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
1.67
100
14.23
32
28.72
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_3210
1,000
224
224
3
10
adam
1
32
0.01
2.15.1
12.2
0.86
27.47
27.49
model-npz/MobileNetV2_optadam_s1000_e1_b32_lr001_8537.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
2.64
100
15.3
33
28.84
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_6375
1,000
224
224
3
10
adam
1
32
0.001
2.15.1
12.2
0.86
27.58
27.61
model-npz/MobileNetV2_optadam_s1000_e1_b32_lr0001_1745.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
1.94
100
12.75
33
28.64
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_1550
1,000
224
224
3
10
adam
1
32
0.0001
2.15.1
12.2
0.87
27.75
27.78
model-npz/MobileNetV2_optadam_s1000_e1_b32_lr00001_7361.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
2.11
100
12
33
28.62
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_7046
1,000
224
224
3
10
adam
1
64
0.01
2.15.1
12.2
1.75
28.01
28.03
model-npz/MobileNetV2_optadam_s1000_e1_b64_lr001_1277.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
2.72
100
14.02
34
28.85
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_1276
1,000
224
224
3
10
adam
1
64
0.001
2.15.1
12.2
1.77
28.41
28.43
model-npz/MobileNetV2_optadam_s1000_e1_b64_lr0001_1657.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
3.88
100
15.15
35
29
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_9208
1,000
224
224
3
10
adam
1
64
0.0001
2.15.1
12.2
1.75
28.03
28.06
model-npz/MobileNetV2_optadam_s1000_e1_b64_lr00001_1117.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
3.26
100
15.77
34
29.02
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_2559
1,000
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.03
29.19
58.42
model-npz/MobileNetV2_optadam_s1000_e2_b1_lr001_1892.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.62
100
24.18
30
28.64
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_2907
1,000
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.03
29.29
58.62
model-npz/MobileNetV2_optadam_s1000_e2_b1_lr0001_1219.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
1.56
100
22.51
29
28.6
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_1396
1,000
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.03
29.07
58.17
model-npz/MobileNetV2_optadam_s1000_e2_b1_lr00001_2462.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.62
100
23.95
29
28.55
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_9277
1,000
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.04
20.94
41.91
model-npz/MobileNetV2_optadam_s1000_e2_b2_lr001_2378.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.38
100
20.71
30
28.68
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_1552
1,000
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.04
20.83
41.7
model-npz/MobileNetV2_optadam_s1000_e2_b2_lr0001_8936.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.3
100
19.76
30
28.63
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_3069
1,000
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.04
20.74
41.5
model-npz/MobileNetV2_optadam_s1000_e2_b2_lr00001_2116.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.31
100
20.03
30
28.43
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_4489
1,000
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
0.07
16.82
33.67
model-npz/MobileNetV2_optadam_s1000_e2_b4_lr001_3018.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.58
100
17.12
30
28.42
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_4495
1,000
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
0.07
16.7
33.44
model-npz/MobileNetV2_optadam_s1000_e2_b4_lr0001_1959.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.44
100
17.15
30
28.15
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_1865
1,000
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
0.07
16.76
33.57
model-npz/MobileNetV2_optadam_s1000_e2_b4_lr00001_6188.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.47
100
17.49
30
27.91
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_1915
1,000
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
0.12
14.87
29.76
model-npz/MobileNetV2_optadam_s1000_e2_b8_lr001_7291.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.87
100
16.09
31
28.09
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_2783
1,000
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
0.12
14.76
29.55
model-npz/MobileNetV2_optadam_s1000_e2_b8_lr0001_1455.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.85
100
16.04
31
27.81
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_2133
1,000
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
0.12
14.62
29.3
model-npz/MobileNetV2_optadam_s1000_e2_b8_lr00001_2328.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.99
100
16.84
31
28.15
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_2122
1,000
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
0.23
14.63
29.28
model-npz/MobileNetV2_optadam_s1000_e2_b16_lr001_2458.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
2.42
100
15.36
32
28.42
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_1781
1,000
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
0.23
14.81
29.64
model-npz/MobileNetV2_optadam_s1000_e2_b16_lr0001_3017.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
2.28
100
15.53
32
28.34
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_1120
1,000
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
0.23
14.79
29.6
model-npz/MobileNetV2_optadam_s1000_e2_b16_lr00001_1961.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
2.27
100
14.79
33
28.61
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_2418
1,000
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
0.45
14.27
28.59
model-npz/MobileNetV2_optadam_s1000_e2_b32_lr001_3224.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
2.52
100
14.13
34
28.93
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_2021
1,000
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
0.45
14.3
28.62
model-npz/MobileNetV2_optadam_s1000_e2_b32_lr0001_1520.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
2.7
100
15.58
34
28.82
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_5970
1,000
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
0.45
14.4
28.82
model-npz/MobileNetV2_optadam_s1000_e2_b32_lr00001_1561.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
2.67
100
14
34
28.82
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_1929
1,000
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
0.91
14.57
29.19
model-npz/MobileNetV2_optadam_s1000_e2_b64_lr001_1986.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
4.03
100
16.18
35
29.14
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_1564
1,000
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
0.9
14.4
28.82
model-npz/MobileNetV2_optadam_s1000_e2_b64_lr0001_2741.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
4.23
100
17.2
36
29.33
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_3177
1,000
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
0.9
14.42
28.86
model-npz/MobileNetV2_optadam_s1000_e2_b64_lr00001_3168.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
3.95
100
17.36
36
29.36
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr01_2562
1,000
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.02
22
110.05
model-npz/MobileNetV2_optadam_s1000_e5_b1_lr001_7467.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
2.07
100
30.83
30
28.79
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr001_1439
1,000
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.02
22.08
110.43
model-npz/MobileNetV2_optadam_s1000_e5_b1_lr0001_2258.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
2.06
100
30.93
29
28.56
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr0001_6034
1,000
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.02
21.98
109.92
model-npz/MobileNetV2_optadam_s1000_e5_b1_lr00001_1544.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
2.07
100
30.53
30
28.76
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr01_2329
1,000
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.03
13.59
68
model-npz/MobileNetV2_optadam_s1000_e5_b2_lr001_3382.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.91
100
28.53
30
29.14
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr001_7941
1,000
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.03
13.7
68.53
model-npz/MobileNetV2_optadam_s1000_e5_b2_lr0001_3226.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.93
100
28.14
30
29.08
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr0001_1088
1,000
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.03
13.49
67.49
model-npz/MobileNetV2_optadam_s1000_e5_b2_lr00001_1011.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.9
100
28.43
31
29.4
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr01_3032
1,000
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.04
9.33
46.66
model-npz/MobileNetV2_optadam_s1000_e5_b4_lr001_3242.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.35
100
26.53
31
29.38
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr001_2120
1,000
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.04
9.35
46.79
model-npz/MobileNetV2_optadam_s1000_e5_b4_lr0001_1715.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
2.38
100
25.36
31
29.41
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr0001_2305
1,000
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.04
9.4
47.03
model-npz/MobileNetV2_optadam_s1000_e5_b4_lr00001_2182.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
2.4
100
24.93
31
29.55
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr01_3305
1,000
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
0.06
7.35
36.8
model-npz/MobileNetV2_optadam_s1000_e5_b8_lr001_1979.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
2.86
100
22.66
33
29.61
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr001_1029
1,000
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
0.06
7.41
37.08
model-npz/MobileNetV2_optadam_s1000_e5_b8_lr0001_1503.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
2.87
100
22.84
33
29.85
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr0001_2706
1,000
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
0.06
7.46
37.37
model-npz/MobileNetV2_optadam_s1000_e5_b8_lr00001_7298.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
2.98
100
23.42
33
30.21
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr01_1636
1,000
224
224
3
10
adam
5
16
0.01
2.15.1
12.2
0.11
7.01
35.05
model-npz/MobileNetV2_optadam_s1000_e5_b16_lr001_1881.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
4.01
100
23.17
34
30.26
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr001_2705
1,000
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
0.11
6.88
34.42
model-npz/MobileNetV2_optadam_s1000_e5_b16_lr0001_2289.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
4.05
100
22.57
34
30.33
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr0001_2097
1,000
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
0.11
6.87
34.39
model-npz/MobileNetV2_optadam_s1000_e5_b16_lr00001_8395.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
3.65
100
19.9
35
30.38
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr01_2034
1,000
224
224
3
10
adam
5
32
0.01
2.15.1
12.2
0.2
6.43
32.19
model-npz/MobileNetV2_optadam_s1000_e5_b32_lr001_2592.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
4.51
100
19.14
35
30.31
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr001_2604
1,000
224
224
3
10
adam
5
32
0.001
2.15.1
12.2
0.2
6.33
31.67
model-npz/MobileNetV2_optadam_s1000_e5_b32_lr0001_1028.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
4.58
100
19.69
36
30.28
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr0001_1876
1,000
224
224
3
10
adam
5
32
0.0001
2.15.1
12.2
0.2
6.5
32.51
model-npz/MobileNetV2_optadam_s1000_e5_b32_lr00001_2779.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
4.72
100
18.76
36
30.68
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr01_2795
1,000
224
224
3
10
adam
5
64
0.01
2.15.1
12.2
0.4
6.38
31.93
model-npz/MobileNetV2_optadam_s1000_e5_b64_lr001_1034.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
6.19
100
21.99
37
30.82
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr001_5892
1,000
224
224
3
10
adam
5
64
0.001
2.15.1
12.2
0.4
6.47
32.41
model-npz/MobileNetV2_optadam_s1000_e5_b64_lr0001_2806.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
6.43
100
22.18
36
30.9
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_1762
1,000
224
224
3
10
adam
5
64
0.0001
2.15.1
12.2
0.41
6.54
32.71
model-npz/MobileNetV2_optadam_s1000_e5_b64_lr00001_1298.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
6.11
100
21.96
38
30.94
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr01_2413
1,000
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.02
19.86
198.67
model-npz/MobileNetV2_optadam_s1000_e10_b1_lr001_3240.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
2.24
100
34.23
31
30.03
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr001_3234
1,000
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.02
19.32
193.27
model-npz/MobileNetV2_optadam_s1000_e10_b1_lr0001_2739.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
2.45
100
34.29
31
30.44
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr0001_3408
1,000
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.02
19.56
195.7
model-npz/MobileNetV2_optadam_s1000_e10_b1_lr00001_1506.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
2.35
100
34.24
31
30.49
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr01_2119
1,000
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.02
11.18
111.86
model-npz/MobileNetV2_optadam_s1000_e10_b2_lr001_1894.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
2.32
100
33.97
31
30.52
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr001_2947
1,000
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.02
11.1
111.06
model-npz/MobileNetV2_optadam_s1000_e10_b2_lr0001_1726.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
2.31
100
33.73
31
30.06
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr0001_2249
1,000
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.02
11.19
111.96
model-npz/MobileNetV2_optadam_s1000_e10_b2_lr00001_3023.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
2.27
100
33.5
31
29.7
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr01_3961
1,000
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.03
6.99
69.89
model-npz/MobileNetV2_optadam_s1000_e10_b4_lr001_2387.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
3.07
100
31.77
31
29.65
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr001_6723
1,000
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.03
6.96
69.68
model-npz/MobileNetV2_optadam_s1000_e10_b4_lr0001_2084.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
3.08
100
31.79
31
29.74
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr0001_2957
1,000
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.03
7.01
70.14
model-npz/MobileNetV2_optadam_s1000_e10_b4_lr00001_6095.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
3.1
100
31.66
32
29.98
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr01_1562
1,000
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.04
4.93
49.34
model-npz/MobileNetV2_optadam_s1000_e10_b8_lr001_1277.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
4.24
100
31.26
34
30.68
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr001_2394
1,000
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.04
4.89
48.96
model-npz/MobileNetV2_optadam_s1000_e10_b8_lr0001_2835.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
4.27
100
31.73
33
31.07
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr0001_6353
1,000
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
0.04
4.97
49.76
model-npz/MobileNetV2_optadam_s1000_e10_b8_lr00001_1278.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
4.31
100
31.53
34
30.98
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr01_1353
1,000
224
224
3
10
adam
10
16
0.01
2.15.1
12.2
0.07
4.3
42.99
model-npz/MobileNetV2_optadam_s1000_e10_b16_lr001_2794.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
5.63
100
28.53
35
31.21
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr001_1518
1,000
224
224
3
10
adam
10
16
0.001
2.15.1
12.2
0.07
4.22
42.23
model-npz/MobileNetV2_optadam_s1000_e10_b16_lr0001_1431.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
5.66
100
27.1
35
31.36
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr0001_3251
1,000
224
224
3
10
adam
10
16
0.0001
2.15.1
12.2
0.07
4.2
42.07
model-npz/MobileNetV2_optadam_s1000_e10_b16_lr00001_2680.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
5.62
100
29.01
36
31.71
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr01_5183
1,000
224
224
3
10
adam
10
32
0.01
2.15.1
12.2
0.12
3.76
37.67
model-npz/MobileNetV2_optadam_s1000_e10_b32_lr001_2814.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
7.35
100
27.24
37
31.88
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr001_1074
1,000
224
224
3
10
adam
10
32
0.001
2.15.1
12.2
0.12
3.74
37.47
model-npz/MobileNetV2_optadam_s1000_e10_b32_lr0001_2414.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
7.63
100
28.98
37
32.23
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr0001_2737
1,000
224
224
3
10
adam
10
32
0.0001
2.15.1
12.2
0.12
3.73
37.29
model-npz/MobileNetV2_optadam_s1000_e10_b32_lr00001_4752.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
7.02
100
27.11
38
32.6
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr01_6264
1,000
224
224
3
10
adam
10
64
0.01
2.15.1
12.2
0.23
3.7
36.98
model-npz/MobileNetV2_optadam_s1000_e10_b64_lr001_5178.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
9.14
100
27.46
39
33.05
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr001_3097
1,000
224
224
3
10
adam
10
64
0.001
2.15.1
12.2
0.23
3.67
36.78
model-npz/MobileNetV2_optadam_s1000_e10_b64_lr0001_1365.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
9.11
100
27.43
38
32.83
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr0001_2134
1,000
224
224
3
10
adam
10
64
0.0001
2.15.1
12.2
0.23
3.75
37.53
model-npz/MobileNetV2_optadam_s1000_e10_b64_lr00001_8013.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
9.05
100
27.42
40
33.17
MobileNetV2_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr01_1221
1
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
14.56
14.57
14.59
model-npz/MobileNetV2_optsgd_s1_e1_b1_lr001_3133.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.59
100
10.82
33
31.62
MobileNetV2_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr001_2452
1
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
14.47
14.48
14.5
model-npz/MobileNetV2_optsgd_s1_e1_b1_lr0001_2918.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.63
100
12.13
32
30.89
MobileNetV2_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr0001_1325
1
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
14.32
14.32
14.34
model-npz/MobileNetV2_optsgd_s1_e1_b1_lr00001_2177.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.47
100
10.21
31
30.29
MobileNetV2_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr01_1382
1
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
7.29
7.3
14.62
model-npz/MobileNetV2_optsgd_s1_e2_b1_lr001_2209.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.55
100
9.6
31
30.2
MobileNetV2_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr001_3120
1
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
7.34
7.34
14.73
model-npz/MobileNetV2_optsgd_s1_e2_b1_lr0001_1719.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.5
100
10.5
30
29.95
MobileNetV2_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr0001_6605
1
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
7.24
7.24
14.51
model-npz/MobileNetV2_optsgd_s1_e2_b1_lr00001_8334.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.76
100
13.61
30
29.97
MobileNetV2_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr01_3100
1
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
2.84
2.84
14.23
model-npz/MobileNetV2_optsgd_s1_e5_b1_lr001_1197.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.68
100
11.45
31
30
MobileNetV2_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr001_6557
1
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
2.88
2.88
14.41
model-npz/MobileNetV2_optsgd_s1_e5_b1_lr0001_2015.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.58
100
10.68
31
30.05
MobileNetV2_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr0001_2812
1
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
2.92
2.92
14.64
model-npz/MobileNetV2_optsgd_s1_e5_b1_lr00001_2414.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.61
100
11.24
31
30.21
MobileNetV2_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr01_2495
1
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
1.48
1.49
14.91
model-npz/MobileNetV2_optsgd_s1_e10_b1_lr001_9085.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.59
100
11.33
31
30.31
MobileNetV2_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr001_3304
1
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
1.47
1.47
14.76
model-npz/MobileNetV2_optsgd_s1_e10_b1_lr0001_6657.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.71
100
13.58
31
30.32
MobileNetV2_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr0001_3156
1
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
1.45
1.45
14.54
model-npz/MobileNetV2_optsgd_s1_e10_b1_lr00001_2817.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.79
100
12.95
31
30.29
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr01_1030
10
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
1.48
14.86
14.89
model-npz/MobileNetV2_optsgd_s10_e1_b1_lr001_2816.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.59
100
11.03
31
30.23
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr001_1086
10
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
1.45
14.56
14.58
model-npz/MobileNetV2_optsgd_s10_e1_b1_lr0001_3456.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.76
100
12.34
31
30.32
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr0001_2351
10
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
1.5
15.06
15.09
model-npz/MobileNetV2_optsgd_s10_e1_b1_lr00001_2910.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.74
100
12.67
31
30.28
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr01_2723
10
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
2.93
14.67
14.7
model-npz/MobileNetV2_optsgd_s10_e1_b2_lr001_7500.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.69
100
11.59
31
30.23
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr001_8934
10
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
2.92
14.62
14.64
model-npz/MobileNetV2_optsgd_s10_e1_b2_lr0001_1548.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.68
100
12.16
31
30.05
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr0001_1019
10
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
2.96
14.8
14.82
model-npz/MobileNetV2_optsgd_s10_e1_b2_lr00001_1498.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.71
100
11.74
30
29.95
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr01_2266
10
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
5.43
16.31
16.33
model-npz/MobileNetV2_optsgd_s10_e1_b4_lr001_2018.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1
100
15.19
32
30.14
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr001_1282
10
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
5.43
16.31
16.33
model-npz/MobileNetV2_optsgd_s10_e1_b4_lr0001_1878.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.39
100
15.98
32
30.34
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr0001_2503
10
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
5.41
16.23
16.25
model-npz/MobileNetV2_optsgd_s10_e1_b4_lr00001_2182.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.17
100
16.46
32
30.49
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr01_1005
10
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
8.21
16.43
16.45
model-npz/MobileNetV2_optsgd_s10_e1_b8_lr001_1193.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.42
100
16.26
32
30.42
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr001_2789
10
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
8.09
16.19
16.21
model-npz/MobileNetV2_optsgd_s10_e1_b8_lr0001_2040.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.24
100
14.56
32
30.46
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr0001_2987
10
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
8.05
16.11
16.16
model-npz/MobileNetV2_optsgd_s10_e1_b8_lr00001_3024.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.44
100
16.17
32
30.41
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr01_9949
10
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.73
7.29
14.62
model-npz/MobileNetV2_optsgd_s10_e2_b1_lr001_3916.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.64
100
11.41
31
30.15
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr001_8280
10
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.74
7.39
14.81
model-npz/MobileNetV2_optsgd_s10_e2_b1_lr0001_3362.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.63
100
11.87
30
29.82
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr0001_1242
10
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.76
7.65
15.33
model-npz/MobileNetV2_optsgd_s10_e2_b1_lr00001_3244.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.72
100
12
31
29.74
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr01_2036
10
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
1.45
7.27
14.56
model-npz/MobileNetV2_optsgd_s10_e2_b2_lr001_2607.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.74
100
12.85
30
29.9