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
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr001_1647
100
224
224
3
10
adam
5
32
0.001
2.15.1
12.2
0.7
2.79
13.97
model-npz/MobileNet_optadam_s100_e5_b32_lr0001_2741.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
2.14
100
18.86
33
28.89
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr0001_1806
100
224
224
3
10
adam
5
32
0.0001
2.15.1
12.2
0.72
2.88
14.42
model-npz/MobileNet_optadam_s100_e5_b32_lr00001_9641.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
1.78
100
15.95
32
28.59
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr01_2043
100
224
224
3
10
adam
5
64
0.01
2.15.1
12.2
1.49
2.99
15
model-npz/MobileNet_optadam_s100_e5_b64_lr001_1214.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
3.64
100
20.36
34
29.03
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr001_2056
100
224
224
3
10
adam
5
64
0.001
2.15.1
12.2
1.48
2.96
14.82
model-npz/MobileNet_optadam_s100_e5_b64_lr0001_1954.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
4.73
100
21.7
35
29.41
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr0001_1495
100
224
224
3
10
adam
5
64
0.0001
2.15.1
12.2
1.47
2.95
14.78
model-npz/MobileNet_optadam_s100_e5_b64_lr00001_1073.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
2.78
100
17.46
34
29.86
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr01_5676
100
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.02
2.14
21.46
model-npz/MobileNet_optadam_s100_e10_b1_lr001_3391.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.53
100
21.14
31
29.39
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr001_3134
100
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.02
2.13
21.38
model-npz/MobileNet_optadam_s100_e10_b1_lr0001_3083.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.86
100
24.2
30
29.24
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr0001_3236
100
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.02
2.14
21.46
model-npz/MobileNet_optadam_s100_e10_b1_lr00001_2046.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.76
100
22.71
30
29.1
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr01_1201
100
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.03
1.74
17.47
model-npz/MobileNet_optadam_s100_e10_b2_lr001_1164.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.3
100
16.84
30
28.68
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr001_3463
100
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.03
1.73
17.3
model-npz/MobileNet_optadam_s100_e10_b2_lr0001_2311.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.48
100
20.24
31
28.76
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr0001_2136
100
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.03
1.7
17.07
model-npz/MobileNet_optadam_s100_e10_b2_lr00001_3325.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.24
100
18.9
31
28.76
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_2006
100
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.06
1.48
14.83
model-npz/MobileNet_optadam_s100_e10_b4_lr001_2890.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.64
100
17.13
31
28.64
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_5629
100
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.06
1.53
15.38
model-npz/MobileNet_optadam_s100_e10_b4_lr0001_2078.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.46
100
16.33
31
28.67
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_1562
100
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.06
1.49
14.96
model-npz/MobileNet_optadam_s100_e10_b4_lr00001_8549.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.39
100
16.39
31
28.58
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_2104
100
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.11
1.49
14.9
model-npz/MobileNet_optadam_s100_e10_b8_lr001_6293.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.58
100
17.71
32
28.63
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_6704
100
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.11
1.48
14.81
model-npz/MobileNet_optadam_s100_e10_b8_lr0001_2700.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.59
100
18.32
32
28.68
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_1366
100
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
0.11
1.49
14.91
model-npz/MobileNet_optadam_s100_e10_b8_lr00001_1831.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.92
100
19.55
32
28.71
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_1100
100
224
224
3
10
adam
10
16
0.01
2.15.1
12.2
0.21
1.47
14.78
model-npz/MobileNet_optadam_s100_e10_b16_lr001_1221.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
2.21
100
19.76
32
28.61
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_1037
100
224
224
3
10
adam
10
16
0.001
2.15.1
12.2
0.21
1.49
14.9
model-npz/MobileNet_optadam_s100_e10_b16_lr0001_1582.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
2.58
100
18.66
33
28.87
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr0001_7410
100
224
224
3
10
adam
10
16
0.0001
2.15.1
12.2
0.2
1.44
14.4
model-npz/MobileNet_optadam_s100_e10_b16_lr00001_2734.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
2.32
100
17.78
33
28.7
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr01_1068
100
224
224
3
10
adam
10
32
0.01
2.15.1
12.2
0.37
1.48
14.86
model-npz/MobileNet_optadam_s100_e10_b32_lr001_1307.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
2.45
100
18.39
33
28.87
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr001_2342
100
224
224
3
10
adam
10
32
0.001
2.15.1
12.2
0.37
1.48
14.8
model-npz/MobileNet_optadam_s100_e10_b32_lr0001_2527.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
2.32
100
18.24
33
28.84
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr0001_2257
100
224
224
3
10
adam
10
32
0.0001
2.15.1
12.2
0.36
1.46
14.66
model-npz/MobileNet_optadam_s100_e10_b32_lr00001_2868.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
2.29
100
15.47
33
28.82
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr01_2754
100
224
224
3
10
adam
10
64
0.01
2.15.1
12.2
0.75
1.5
15.03
model-npz/MobileNet_optadam_s100_e10_b64_lr001_2259.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
3.54
100
17.74
35
29.41
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr001_3254
100
224
224
3
10
adam
10
64
0.001
2.15.1
12.2
0.77
1.53
15.36
model-npz/MobileNet_optadam_s100_e10_b64_lr0001_2971.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
4.74
100
24.1
35
29.87
MobileNet_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr0001_6454
100
224
224
3
10
adam
10
64
0.0001
2.15.1
12.2
0.75
1.51
15.1
model-npz/MobileNet_optadam_s100_e10_b64_lr00001_2202.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
3.05
100
17.49
35
29.87
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr01_1678
1,000
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
0.02
21.66
21.68
model-npz/MobileNet_optadam_s1000_e1_b1_lr001_2861.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.73
100
21.6
30
29.04
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr001_1112
1,000
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
0.02
21.27
21.3
model-npz/MobileNet_optadam_s1000_e1_b1_lr0001_1308.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.65
100
22.43
30
28.78
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr0001_1054
1,000
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
0.02
21.86
21.88
model-npz/MobileNet_optadam_s1000_e1_b1_lr00001_1033.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.63
100
20.65
30
28.77
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr01_1552
1,000
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
0.03
17.17
17.19
model-npz/MobileNet_optadam_s1000_e1_b2_lr001_2915.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.24
100
17.16
30
28.56
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr001_5080
1,000
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
0.03
17.1
17.12
model-npz/MobileNet_optadam_s1000_e1_b2_lr0001_1855.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.58
100
19.79
30
28.58
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr0001_3309
1,000
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
0.03
17.35
17.37
model-npz/MobileNet_optadam_s1000_e1_b2_lr00001_6472.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.43
100
19.05
30
28.66
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr01_4690
1,000
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
0.06
15.26
15.28
model-npz/MobileNet_optadam_s1000_e1_b4_lr001_4674.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.39
100
18.54
31
28.51
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr001_9663
1,000
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
0.06
15.36
15.4
model-npz/MobileNet_optadam_s1000_e1_b4_lr0001_2035.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.08
100
14
31
28.46
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr0001_2086
1,000
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
0.06
15.52
15.55
model-npz/MobileNet_optadam_s1000_e1_b4_lr00001_9138.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.04
100
13.58
31
28.35
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr01_2589
1,000
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
0.11
14.04
14.07
model-npz/MobileNet_optadam_s1000_e1_b8_lr001_2669.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.54
100
15.67
32
28.31
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_3111
1,000
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
0.11
14
14.02
model-npz/MobileNet_optadam_s1000_e1_b8_lr0001_5019.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.65
100
16.11
31
28.49
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr0001_5786
1,000
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
0.11
14.07
14.09
model-npz/MobileNet_optadam_s1000_e1_b8_lr00001_3046.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.84
100
18.92
32
28.61
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_1383
1,000
224
224
3
10
adam
1
16
0.01
2.15.1
12.2
0.23
14.53
14.56
model-npz/MobileNet_optadam_s1000_e1_b16_lr001_1378.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
2.18
100
15.79
33
28.74
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_2016
1,000
224
224
3
10
adam
1
16
0.001
2.15.1
12.2
0.23
14.65
14.69
model-npz/MobileNet_optadam_s1000_e1_b16_lr0001_2954.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
3.11
100
22.92
33
28.82
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_2028
1,000
224
224
3
10
adam
1
16
0.0001
2.15.1
12.2
0.23
14.56
14.59
model-npz/MobileNet_optadam_s1000_e1_b16_lr00001_1356.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
2.74
100
21.74
33
28.84
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_2202
1,000
224
224
3
10
adam
1
32
0.01
2.15.1
12.2
0.45
14.35
14.37
model-npz/MobileNet_optadam_s1000_e1_b32_lr001_5809.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
3.18
100
18.87
33
28.92
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_6406
1,000
224
224
3
10
adam
1
32
0.001
2.15.1
12.2
0.46
14.65
14.68
model-npz/MobileNet_optadam_s1000_e1_b32_lr0001_1682.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
3.13
100
19.32
33
29.13
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_2184
1,000
224
224
3
10
adam
1
32
0.0001
2.15.1
12.2
0.45
14.3
14.33
model-npz/MobileNet_optadam_s1000_e1_b32_lr00001_2335.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
3.08
100
21.61
33
28.92
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_1899
1,000
224
224
3
10
adam
1
64
0.01
2.15.1
12.2
0.94
15.02
15.04
model-npz/MobileNet_optadam_s1000_e1_b64_lr001_1931.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
5.24
100
25.32
35
29.29
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_1880
1,000
224
224
3
10
adam
1
64
0.001
2.15.1
12.2
0.93
14.95
14.98
model-npz/MobileNet_optadam_s1000_e1_b64_lr0001_2849.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
4.28
100
20.87
35
29.79
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_2227
1,000
224
224
3
10
adam
1
64
0.0001
2.15.1
12.2
0.93
14.95
14.97
model-npz/MobileNet_optadam_s1000_e1_b64_lr00001_2476.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
4.26
100
20.15
36
30.23
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_6569
1,000
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.02
15.82
31.66
model-npz/MobileNet_optadam_s1000_e2_b1_lr001_5802.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
2.11
100
24.56
31
29.61
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_1454
1,000
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.01
15.05
30.13
model-npz/MobileNet_optadam_s1000_e2_b1_lr0001_1685.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
2.09
44
21.45
31
29.37
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_1217
1,000
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.01
15.4
30.82
model-npz/MobileNet_optadam_s1000_e2_b1_lr00001_2604.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
2.03
43
20.38
30
29.06
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_2274
1,000
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.02
10.94
21.9
model-npz/MobileNet_optadam_s1000_e2_b2_lr001_2155.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.96
100
20.9
31
29.15
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_1820
1,000
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.02
10.84
21.71
model-npz/MobileNet_optadam_s1000_e2_b2_lr0001_4761.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.74
74
17.6
31
29.04
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_2405
1,000
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.02
10.8
21.62
model-npz/MobileNet_optadam_s1000_e2_b2_lr00001_5088.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.67
65
17.1
31
29.1
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_8612
1,000
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
0.03
8.63
17.27
model-npz/MobileNet_optadam_s1000_e2_b4_lr001_9010.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.93
100
15.29
32
28.98
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_1190
1,000
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.03
14.16
28.38
model-npz/MobileNet_optadam_s1000_e2_b2_lr00001_2425.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.03
50
10.74
29
26.48
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_3271
1,000
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
0.03
8.73
17.48
model-npz/MobileNet_optadam_s1000_e2_b4_lr0001_3359.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.59
58
11.25
32
28.82
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_2589
1,000
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
0.04
9.33
18.68
model-npz/MobileNet_optadam_s1000_e2_b4_lr0001_2613.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.78
53
12.86
30
27.65
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_3146
1,000
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
0.03
8.65
17.32
model-npz/MobileNet_optadam_s1000_e2_b4_lr00001_2278.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
2
100
16.26
32
28.98
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_1412
1,000
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
0.04
9.34
18.7
model-npz/MobileNet_optadam_s1000_e2_b4_lr00001_3219.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.66
53
12.13
31
27.98
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_9948
1,000
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
0.06
7.99
16.02
model-npz/MobileNet_optadam_s1000_e2_b8_lr001_2422.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
2.07
73
12.34
33
28.8
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_3342
1,000
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
0.07
8.54
17.11
model-npz/MobileNet_optadam_s1000_e2_b8_lr001_2532.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
2.02
100
15.18
31
27.89
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_1740
1,000
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
0.06
7.81
15.64
model-npz/MobileNet_optadam_s1000_e2_b8_lr0001_3131.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
2.07
73
11.56
33
28.71
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_6923
1,000
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
0.06
8.03
16.09
model-npz/MobileNet_optadam_s1000_e2_b8_lr0001_2615.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.74
100
15.79
32
28.02
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_2766
1,000
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
0.06
7.62
15.27
model-npz/MobileNet_optadam_s1000_e2_b8_lr00001_3399.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
1.93
100
13.03
33
28.73
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_1499
1,000
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
0.06
7.84
15.71
model-npz/MobileNet_optadam_s1000_e2_b8_lr00001_2626.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
1.78
72
9.88
33
28.05
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_1301
1,000
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
0.12
7.71
15.45
model-npz/MobileNet_optadam_s1000_e2_b16_lr001_1362.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
2.62
100
14.43
33
28.82
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_1893
1,000
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
0.13
7.94
15.91
model-npz/MobileNet_optadam_s1000_e2_b16_lr001_3813.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
3.39
100
21.22
33
28.51
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_1261
1,000
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
0.12
7.74
15.52
model-npz/MobileNet_optadam_s1000_e2_b16_lr0001_1490.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
3.17
100
22
33
29.12
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_2276
1,000
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
0.13
8.25
16.53
model-npz/MobileNet_optadam_s1000_e2_b16_lr0001_2602.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
3.14
100
21.24
32
28.64
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_1411
1,000
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
0.12
7.82
15.65
model-npz/MobileNet_optadam_s1000_e2_b16_lr00001_3269.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
2.54
100
18.92
34
29.08
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_5630
1,000
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
0.24
7.68
15.38
model-npz/MobileNet_optadam_s1000_e2_b16_lr00001_1632.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
3
100
19.38
33
28.4
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_5630
1,000
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
0.24
7.68
15.38
model-npz/MobileNet_optadam_s1000_e2_b32_lr001_5312.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
2.95
100
19.46
34
29.12
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_2667
1,000
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
0.24
7.8
15.64
model-npz/MobileNet_optadam_s1000_e2_b32_lr001_1206.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
3.12
100
17.68
33
28.66
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_2603
1,000
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
0.24
7.81
15.65
model-npz/MobileNet_optadam_s1000_e2_b32_lr0001_2775.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
3.65
77
14.07
33
29.18
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_3039
1,000
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
0.24
7.76
15.54
model-npz/MobileNet_optadam_s1000_e2_b32_lr0001_5491.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
4.5
100
18.12
33
28.7
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_3039
1,000
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
0.24
7.76
15.54
model-npz/MobileNet_optadam_s1000_e2_b32_lr00001_2314.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
3.28
100
20.18
35
29.49
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_8377
1,000
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
0.49
7.88
15.79
model-npz/MobileNet_optadam_s1000_e2_b64_lr001_1389.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
5.1
100
23.22
35
30.15
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_8377
1,000
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
0.49
7.88
15.79
model-npz/MobileNet_optadam_s1000_e2_b64_lr001_1670.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
4.64
100
21.31
36
29.33
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_2347
1,000
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
0.5
7.97
15.98
model-npz/MobileNet_optadam_s1000_e2_b64_lr0001_9989.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
5.12
100
24.1
36
30.32
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_2347
1,000
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
0.5
7.97
15.98
model-npz/MobileNet_optadam_s1000_e2_b64_lr0001_1485.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
4.07
100
20.1
35
29.37
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_1656
1,000
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
0.49
7.81
15.64
model-npz/MobileNet_optadam_s1000_e2_b64_lr00001_1845.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
6.15
100
23.98
36
30.52
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_1230
1,000
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
0.5
8.09
16.2
model-npz/MobileNet_optadam_s1000_e2_b64_lr00001_2267.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
4.88
100
23.63
36
29.73
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr01_3476
1,000
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.01
11.33
56.66
model-npz/MobileNet_optadam_s1000_e5_b1_lr001_2564.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
2.92
100
32.73
31
30.48
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr01_2096
1,000
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.01
11.35
56.79
model-npz/MobileNet_optadam_s1000_e5_b1_lr001_2705.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
3.1
100
34.21
31
29.95
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr001_3735
1,000
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.01
11.45
57.26
model-npz/MobileNet_optadam_s1000_e5_b1_lr0001_1903.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
2.95
100
32.23
31
30.38
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr001_4425
1,000
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.01
11.42
57.13
model-npz/MobileNet_optadam_s1000_e5_b1_lr0001_3287.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
2.91
100
31.89
31
29.97
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr0001_1828
1,000
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.01
11.16
55.83
model-npz/MobileNet_optadam_s1000_e5_b1_lr00001_1614.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
3.17
100
33.6
31
30.36
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr0001_2929
1,000
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.01
11.66
58.35
model-npz/MobileNet_optadam_s1000_e5_b1_lr00001_3140.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
2.94
100
31.48
31
29.81
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr01_3313
1,000
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.01
7.16
35.85
model-npz/MobileNet_optadam_s1000_e5_b2_lr001_1047.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
2.94
100
30.74
32
30.27
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr01_2700
1,000
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.01
7.15
35.81
model-npz/MobileNet_optadam_s1000_e5_b2_lr001_2900.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
2.84
100
30.43
31
29.57
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr001_1675
1,000
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.01
6.93
34.69
model-npz/MobileNet_optadam_s1000_e5_b2_lr0001_3110.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
2.84
100
31.2
32
30.22
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr001_1804
1,000
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.01
7.26
36.32
model-npz/MobileNet_optadam_s1000_e5_b2_lr0001_1898.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
2.96
100
29.87
31
29.64
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr0001_1221
1,000
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.01
6.98
34.92
model-npz/MobileNet_optadam_s1000_e5_b2_lr00001_3087.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
2.88
100
30.05
32
30.42
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr0001_3337
1,000
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.01
7.04
35.21
model-npz/MobileNet_optadam_s1000_e5_b2_lr00001_1190.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
2.91
100
31.54
31
29.75
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr01_1685
1,000
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.02
4.77
23.91
model-npz/MobileNet_optadam_s1000_e5_b4_lr001_2638.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
3.31
100
29.39
33
30.26
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr01_2184
1,000
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.02
5.14
25.7
model-npz/MobileNet_optadam_s1000_e5_b4_lr001_7842.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
3.25
100
29.6
32
29.65
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr001_1488
1,000
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.02
4.91
24.6
model-npz/MobileNet_optadam_s1000_e5_b4_lr0001_2347.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
3.32
100
27.53
32
30.25
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr001_1679
1,000
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.02
4.94
24.72
model-npz/MobileNet_optadam_s1000_e5_b4_lr0001_7827.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
3.47
100
27.88
32
29.64
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr0001_1285
1,000
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.02
4.86
24.31
model-npz/MobileNet_optadam_s1000_e5_b4_lr00001_2535.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
3.53
100
29.13
33
30.49
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr0001_1942
1,000
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.02
4.89
24.5
model-npz/MobileNet_optadam_s1000_e5_b4_lr00001_1665.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
3.33
100
28.37
32
29.61