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
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr01_9482
10
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
4.75
9.5
95.09
model-npz/NASNetMobile_optadam_s10_e10_b8_lr001_2107.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.24
56
2.03
28
26.02
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr001_1053
10
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
4.7
9.4
94.06
model-npz/NASNetMobile_optadam_s10_e10_b8_lr0001_1987.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.23
55
2.07
28
26.01
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr0001_7112
10
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
4.71
9.43
94.39
model-npz/NASNetMobile_optadam_s10_e10_b8_lr00001_1502.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.19
53
1.68
28
25.99
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr01_2161
100
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
0.99
99.11
99.15
model-npz/NASNetMobile_optadam_s100_e1_b1_lr001_5854.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.16
47
3.29
27
25.97
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr001_2378
100
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
0.99
99.13
99.17
model-npz/NASNetMobile_optadam_s100_e1_b1_lr0001_2893.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.14
48
3.29
27
25.96
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr0001_3127
100
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
1
100.04
100.06
model-npz/NASNetMobile_optadam_s100_e1_b1_lr00001_2087.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.13
48
3.45
27
25.88
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr01_2045
100
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
1.9
94.94
94.96
model-npz/NASNetMobile_optadam_s100_e1_b2_lr001_3004.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.16
49
2.37
27
25.93
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr001_1151
100
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
1.89
94.37
94.4
model-npz/NASNetMobile_optadam_s100_e1_b2_lr0001_2218.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.11
51
2.03
27
25.98
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr0001_5337
100
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
1.9
94.97
94.99
model-npz/NASNetMobile_optadam_s100_e1_b2_lr00001_2852.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.12
40
2.14
27
25.97
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr01_2583
100
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
3.73
93.33
93.36
model-npz/NASNetMobile_optadam_s100_e1_b4_lr001_1545.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.08
41
1.22
28
25.99
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr001_3238
100
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
3.74
93.56
93.59
model-npz/NASNetMobile_optadam_s100_e1_b4_lr0001_1422.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.09
42
1.15
27
25.98
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr0001_3082
100
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
3.73
93.31
93.35
model-npz/NASNetMobile_optadam_s100_e1_b4_lr00001_1357.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.1
42
1.46
27
26.01
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr01_2298
100
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
7.25
94.28
94.31
model-npz/NASNetMobile_optadam_s100_e1_b8_lr001_2207.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.26
59
2.02
29
26.04
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr001_2208
100
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
7.25
94.33
94.35
model-npz/NASNetMobile_optadam_s100_e1_b8_lr0001_1591.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.22
58
1.81
28
26.02
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr0001_3073
100
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
7.26
94.46
94.48
model-npz/NASNetMobile_optadam_s100_e1_b8_lr00001_1876.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.2
59
1.64
26
24.19
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr01_3780
100
224
224
3
10
adam
1
16
0.01
2.15.1
12.2
13.31
93.16
93.19
model-npz/NASNetMobile_optadam_s100_e1_b16_lr001_3259.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.26
60
1.74
26
23.76
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr001_2964
100
224
224
3
10
adam
1
16
0.001
2.15.1
12.2
13.33
93.35
93.39
model-npz/NASNetMobile_optadam_s100_e1_b16_lr0001_3336.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.2
54
1.43
26
23.48
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr0001_7234
100
224
224
3
10
adam
1
16
0.0001
2.15.1
12.2
13.35
93.49
93.52
model-npz/NASNetMobile_optadam_s100_e1_b16_lr00001_1699.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.23
57
1.85
26
24
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr01_1513
100
224
224
3
10
adam
1
32
0.01
2.15.1
12.2
23.46
93.86
93.9
model-npz/NASNetMobile_optadam_s100_e1_b32_lr001_3394.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
0.23
55
1.49
26
23.99
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr001_7657
100
224
224
3
10
adam
1
32
0.001
2.15.1
12.2
23.11
92.46
92.48
model-npz/NASNetMobile_optadam_s100_e1_b32_lr0001_1919.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
0.33
57
2
28
24.16
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr0001_2365
100
224
224
3
10
adam
1
32
0.0001
2.15.1
12.2
23.52
94.09
94.11
model-npz/NASNetMobile_optadam_s100_e1_b32_lr00001_1011.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
0.38
59
2.4
28
25.76
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr01_3108
100
224
224
3
10
adam
1
64
0.01
2.15.1
12.2
47.41
94.83
94.85
model-npz/NASNetMobile_optadam_s100_e1_b64_lr001_2300.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
0.44
63
2.17
30
26.07
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr001_1160
100
224
224
3
10
adam
1
64
0.001
2.15.1
12.2
47.33
94.68
94.71
model-npz/NASNetMobile_optadam_s100_e1_b64_lr0001_2070.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
0.41
78
2.24
30
26.07
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr0001_2365
100
224
224
3
10
adam
1
64
0.0001
2.15.1
12.2
47
94
94.03
model-npz/NASNetMobile_optadam_s100_e1_b64_lr00001_2162.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
0.42
79
2.07
30
26.07
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr01_4011
100
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.54
53.68
107.38
model-npz/NASNetMobile_optadam_s100_e2_b1_lr001_3200.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.15
40
5.51
27
25.95
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr001_2279
100
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.53
53.5
107.02
model-npz/NASNetMobile_optadam_s100_e2_b1_lr0001_3813.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.18
39
5.61
27
25.97
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr0001_3227
100
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.53
53.58
107.19
model-npz/NASNetMobile_optadam_s100_e2_b1_lr00001_1568.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.24
40
5.8
27
25.97
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr01_2029
100
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.99
49.58
99.19
model-npz/NASNetMobile_optadam_s100_e2_b2_lr001_1967.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.15
50
3.54
27
26.04
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_8703
100
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.99
49.65
99.34
model-npz/NASNetMobile_optadam_s100_e2_b2_lr0001_5339.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.18
47
3.63
27
26.01
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_2768
100
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.99
49.37
98.77
model-npz/NASNetMobile_optadam_s100_e2_b2_lr00001_2722.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.18
53
3.76
27
26.03
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr01_8990
100
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
1.91
47.72
95.47
model-npz/NASNetMobile_optadam_s100_e2_b4_lr001_2753.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.13
46
2.35
28
26.05
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr001_2926
100
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
1.91
47.87
95.77
model-npz/NASNetMobile_optadam_s100_e2_b4_lr0001_2953.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.17
47
2.37
28
26.08
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr0001_3172
100
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
1.9
47.58
95.19
model-npz/NASNetMobile_optadam_s100_e2_b4_lr00001_1453.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.11
40
1.99
28
26.1
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr01_1669
100
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
3.66
47.61
95.25
model-npz/NASNetMobile_optadam_s100_e2_b8_lr001_2783.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.27
57
2.42
29
26.54
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr001_1413
100
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
3.66
47.64
95.32
model-npz/NASNetMobile_optadam_s100_e2_b8_lr0001_5860.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.21
58
2.09
29
26.17
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr0001_7954
100
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
3.67
47.7
95.43
model-npz/NASNetMobile_optadam_s100_e2_b8_lr00001_1866.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.25
58
2.4
28
26.06
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr01_1476
100
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
6.73
47.09
94.21
model-npz/NASNetMobile_optadam_s100_e2_b16_lr001_4894.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.28
57
2.07
29
26.03
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr001_7064
100
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
6.72
47.05
94.15
model-npz/NASNetMobile_optadam_s100_e2_b16_lr0001_5205.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.25
59
1.94
29
26.08
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr0001_3790
100
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
6.73
47.14
94.32
model-npz/NASNetMobile_optadam_s100_e2_b16_lr00001_1310.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.3
63
2.21
29
26.04
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr01_1613
100
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
11.74
46.98
94
model-npz/NASNetMobile_optadam_s100_e2_b32_lr001_1411.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
0.31
62
1.95
30
26.05
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr001_1514
100
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
11.73
46.92
93.9
model-npz/NASNetMobile_optadam_s100_e2_b32_lr0001_1145.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
0.33
62
1.99
29
26.02
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr0001_8661
100
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
11.82
47.29
94.63
model-npz/NASNetMobile_optadam_s100_e2_b32_lr00001_5599.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
0.31
61
1.92
29
26.03
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr01_2991
100
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
23.45
46.91
93.85
model-npz/NASNetMobile_optadam_s100_e2_b64_lr001_8345.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
0.54
73
2.66
30
26.06
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr001_1184
100
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
23.57
47.16
94.35
model-npz/NASNetMobile_optadam_s100_e2_b64_lr0001_1371.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
0.59
75
2.87
31
26.1
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr0001_5600
100
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
23.57
47.15
94.34
model-npz/NASNetMobile_optadam_s100_e2_b64_lr00001_2720.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
0.47
79
2.38
30
26.13
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr01_5995
100
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.26
26.45
132.28
model-npz/NASNetMobile_optadam_s100_e5_b1_lr001_2245.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.25
50
11.13
28
26.04
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr001_2124
100
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.27
26.69
133.48
model-npz/NASNetMobile_optadam_s100_e5_b1_lr0001_4116.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.22
42
11.03
27
25.99
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr0001_2475
100
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.27
26.85
134.29
model-npz/NASNetMobile_optadam_s100_e5_b1_lr00001_5646.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.21
43
10.79
27
25.96
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr01_7234
100
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.45
22.38
111.93
model-npz/NASNetMobile_optadam_s100_e5_b2_lr001_8814.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.27
44
7.12
27
26.03
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr001_1902
100
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.44
22.23
111.19
model-npz/NASNetMobile_optadam_s100_e5_b2_lr0001_9157.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.23
46
6.85
27
26.08
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr0001_2385
100
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.45
22.53
112.66
model-npz/NASNetMobile_optadam_s100_e5_b2_lr00001_1738.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.23
53
6.9
27
26.02
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_3391
100
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.8
20.14
100.75
model-npz/NASNetMobile_optadam_s100_e5_b4_lr001_1376.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.19
51
4.39
28
26.11
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_8057
100
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.82
20.43
102.16
model-npz/NASNetMobile_optadam_s100_e5_b4_lr0001_2848.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.17
41
4.06
28
26.03
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_2505
100
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.81
20.26
101.31
model-npz/NASNetMobile_optadam_s100_e5_b4_lr00001_3501.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.18
41
4.22
28
26.1
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr01_3244
100
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
1.51
19.63
98.19
model-npz/NASNetMobile_optadam_s100_e5_b8_lr001_6735.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.31
59
3.5
28
26.08
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr001_2099
100
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
1.52
19.8
99.02
model-npz/NASNetMobile_optadam_s100_e5_b8_lr0001_7428.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.34
64
3.59
28
26.1
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr0001_2004
100
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
1.5
19.51
97.57
model-npz/NASNetMobile_optadam_s100_e5_b8_lr00001_3086.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.32
60
3.56
28
26.12
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr01_2105
100
224
224
3
10
adam
5
16
0.01
2.15.1
12.2
2.71
18.97
94.89
model-npz/NASNetMobile_optadam_s100_e5_b16_lr001_5492.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.37
57
2.97
29
26.1
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr001_1121
100
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
2.71
18.98
94.96
model-npz/NASNetMobile_optadam_s100_e5_b16_lr0001_2091.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.35
59
2.98
29
26.09
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr0001_8420
100
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
2.73
19.13
95.7
model-npz/NASNetMobile_optadam_s100_e5_b16_lr00001_9431.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.35
58
2.79
29
26.09
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr01_8852
100
224
224
3
10
adam
5
32
0.01
2.15.1
12.2
4.7
18.83
94.18
model-npz/NASNetMobile_optadam_s100_e5_b32_lr001_2198.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
0.39
69
2.52
30
26.08
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr001_2259
100
224
224
3
10
adam
5
32
0.001
2.15.1
12.2
4.71
18.84
94.23
model-npz/NASNetMobile_optadam_s100_e5_b32_lr0001_2719.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
0.42
66
2.69
30
26.09
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr0001_1589
100
224
224
3
10
adam
5
32
0.0001
2.15.1
12.2
4.69
18.78
93.93
model-npz/NASNetMobile_optadam_s100_e5_b32_lr00001_1845.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
0.54
62
3.25
30
26.11
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr01_2734
100
224
224
3
10
adam
5
64
0.01
2.15.1
12.2
9.44
18.88
94.42
model-npz/NASNetMobile_optadam_s100_e5_b64_lr001_2783.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
0.7
78
3.32
32
26.17
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr001_1946
100
224
224
3
10
adam
5
64
0.001
2.15.1
12.2
9.33
18.67
93.39
model-npz/NASNetMobile_optadam_s100_e5_b64_lr0001_5310.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
0.67
79
3.25
31
26.17
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr0001_2288
100
224
224
3
10
adam
5
64
0.0001
2.15.1
12.2
9.42
18.85
94.3
model-npz/NASNetMobile_optadam_s100_e5_b64_lr00001_3396.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
0.58
78
2.64
32
26.16
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr01_2367
100
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.17
16.92
169.24
model-npz/NASNetMobile_optadam_s100_e10_b1_lr001_1548.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.48
41
17.33
27
26.14
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr001_3293
100
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.17
17.11
171.14
model-npz/NASNetMobile_optadam_s100_e10_b1_lr0001_2304.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.47
48
17.18
27
26.35
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr0001_1261
100
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.17
17.29
172.94
model-npz/NASNetMobile_optadam_s100_e10_b1_lr00001_2186.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.42
50
16.86
27
26.1
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr01_3208
100
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.26
13.13
131.35
model-npz/NASNetMobile_optadam_s100_e10_b2_lr001_1021.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.35
52
11.72
27
26.27
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr001_2641
100
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.26
13.1
131.05
model-npz/NASNetMobile_optadam_s100_e10_b2_lr0001_1142.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
2
0.34
41
11.53
27
26.26
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr0001_3077
100
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.26
13.02
130.28
model-npz/NASNetMobile_optadam_s100_e10_b2_lr00001_1897.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.37
51
11.76
27
26.22
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_1875
100
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.44
11.1
111.05
model-npz/NASNetMobile_optadam_s100_e10_b4_lr001_1405.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.3
46
7.73
28
26.29
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_1017
100
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.44
11.07
110.72
model-npz/NASNetMobile_optadam_s100_e10_b4_lr0001_2042.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.27
50
7.36
28
26.27
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_2561
100
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.44
11.08
110.83
model-npz/NASNetMobile_optadam_s100_e10_b4_lr00001_3041.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.26
50
7.4
28
26.31
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_2827
100
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.8
10.41
104.16
model-npz/NASNetMobile_optadam_s100_e10_b8_lr001_6650.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.41
55
5.35
28
26.22
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_2981
100
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.8
10.46
104.68
model-npz/NASNetMobile_optadam_s100_e10_b8_lr0001_1995.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.46
59
5.75
29
26.22
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_1111
100
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
0.8
10.41
104.12
model-npz/NASNetMobile_optadam_s100_e10_b8_lr00001_1709.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.42
55
5.35
29
26.19
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_2789
100
224
224
3
10
adam
10
16
0.01
2.15.1
12.2
1.42
9.98
99.88
model-npz/NASNetMobile_optadam_s100_e10_b16_lr001_8652.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.52
57
4.43
29
26.16
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr01_2724
1
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
36.86
36.87
36.89
model-npz/EfficientNetB0_optadam_s1_e1_b1_lr001_6149.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
0
0
5
0.07
31
30.32
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr001_2399
1
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
36.04
36.05
36.07
model-npz/EfficientNetB0_optadam_s1_e1_b1_lr0001_1577.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.11
100
3.85
31
30.97
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr0001_2045
1
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
34.97
34.98
35.03
model-npz/EfficientNetB0_optadam_s1_e1_b1_lr00001_2643.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.08
100
2.83
31
30.97
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_1652
1
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
17.46
17.47
34.96
model-npz/EfficientNetB0_optadam_s1_e2_b1_lr001_2995.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.09
100
2.79
31
30.1
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr001_2229
1
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
17.19
17.19
34.41
model-npz/EfficientNetB0_optadam_s1_e2_b1_lr0001_1202.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.11
100
3.2
31
30.16
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr0001_2962
1
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
17.1
17.11
34.24
model-npz/EfficientNetB0_optadam_s1_e2_b1_lr00001_2845.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.12
100
3.99
31
30.96
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr01_1971
1
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
6.93
6.93
34.7
model-npz/EfficientNetB0_optadam_s1_e5_b1_lr001_3603.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.11
100
3.05
32
31.07
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr001_1982
1
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
6.91
6.91
34.59
model-npz/EfficientNetB0_optadam_s1_e5_b1_lr0001_3011.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.11
100
3.58
32
31.91
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr0001_1932
1
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
7.01
7.02
35.12
model-npz/EfficientNetB0_optadam_s1_e5_b1_lr00001_2894.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.12
100
4.01
32
31.53
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr01_1519
1
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
3.46
3.47
34.73
model-npz/EfficientNetB0_optadam_s1_e10_b1_lr001_7180.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.11
100
3.05
32
31.97
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr001_2987
1
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
3.62
3.62
36.22
model-npz/EfficientNetB0_optadam_s1_e10_b1_lr0001_4903.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.16
100
4.49
33
32.08
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr0001_6995
1
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
3.44
3.45
34.49
model-npz/EfficientNetB0_optadam_s1_e10_b1_lr00001_7557.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.17
100
4.86
33
32.09
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr01_7822
10
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
3.47
34.76
34.79
model-npz/EfficientNetB0_optadam_s10_e1_b1_lr001_1962.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.09
100
3.13
33
32.07
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr001_3797
10
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
3.49
34.94
34.97
model-npz/EfficientNetB0_optadam_s10_e1_b1_lr0001_2749.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.13
100
4.09
33
32.08
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr0001_9913
10
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
3.46
34.59
34.61
model-npz/EfficientNetB0_optadam_s10_e1_b1_lr00001_9101.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.13
100
4.28
33
32.09
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr01_2833
10
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
6.92
34.61
34.63
model-npz/EfficientNetB0_optadam_s10_e1_b2_lr001_2045.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.12
100
4
33
32.57
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr001_2885
10
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
6.92
34.63
34.66
model-npz/EfficientNetB0_optadam_s10_e1_b2_lr0001_2718.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.08
100
2.67
33
32.08
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr0001_3105
10
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
6.92
34.61
34.63
model-npz/EfficientNetB0_optadam_s10_e1_b2_lr00001_9422.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.13
100
4.13
33
32.08
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr01_1461
10
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
11.61
34.83
34.85
model-npz/EfficientNetB0_optadam_s10_e1_b4_lr001_1992.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.14
100
4.29
33
32.08
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr001_1748
10
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
11.64
34.93
34.95
model-npz/EfficientNetB0_optadam_s10_e1_b4_lr0001_2403.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.13
100
4.04
33
32.08
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr0001_1007
10
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
11.72
35.16
35.18
model-npz/EfficientNetB0_optadam_s10_e1_b4_lr00001_2741.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.13
100
3.12
33
32.06