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
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e10_b4_lr001_4511
10
331
331
3
10
adam
10
4
0.001
2.15.1
12.2
4.52
13.57
135.79
model-npz/NASNetLarge_optadam_s10_e10_b4_lr0001_3137.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
0.56
77
3.16
34
27.22
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e10_b4_lr0001_6029
10
331
331
3
10
adam
10
4
0.0001
2.15.1
12.2
4.56
13.7
137.04
model-npz/NASNetLarge_optadam_s10_e10_b4_lr00001_1992.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
0.62
79
3.34
34
27.23
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e10_b8_lr01_2999
10
331
331
3
10
adam
10
8
0.01
2.15.1
12.2
6.8
13.6
136.07
model-npz/NASNetLarge_optadam_s10_e10_b8_lr001_3221.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
0.74
84
3.47
34
27.2
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e10_b8_lr001_1643
10
331
331
3
10
adam
10
8
0.001
2.15.1
12.2
6.78
13.57
135.77
model-npz/NASNetLarge_optadam_s10_e10_b8_lr0001_9707.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
0.73
87
3.3
35
27.25
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e10_b8_lr0001_4986
10
331
331
3
10
adam
10
8
0.0001
2.15.1
12.2
6.75
13.5
135.03
model-npz/NASNetLarge_optadam_s10_e10_b8_lr00001_3181.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
0.74
81
3.29
35
27.26
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b1_lr01_4109
100
331
331
3
10
adam
1
1
0.01
2.15.1
12.2
1.41
140.9
140.93
model-npz/NASNetLarge_optadam_s100_e1_b1_lr001_1939.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.51
53
4.28
31
27.24
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b1_lr001_1732
100
331
331
3
10
adam
1
1
0.001
2.15.1
12.2
1.4
140.11
140.14
model-npz/NASNetLarge_optadam_s100_e1_b1_lr0001_7909.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.56
57
4.54
31
27.24
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b1_lr0001_7514
100
331
331
3
10
adam
1
1
0.0001
2.15.1
12.2
1.42
142.01
142.04
model-npz/NASNetLarge_optadam_s100_e1_b1_lr00001_1777.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.58
55
4.56
31
27.27
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b2_lr01_1540
100
331
331
3
10
adam
1
2
0.01
2.15.1
12.2
2.71
135.56
135.59
model-npz/NASNetLarge_optadam_s100_e1_b2_lr001_1430.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.45
69
3.06
32
27.19
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b2_lr001_1977
100
331
331
3
10
adam
1
2
0.001
2.15.1
12.2
2.7
134.93
134.98
model-npz/NASNetLarge_optadam_s100_e1_b2_lr0001_2533.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.49
67
3.25
32
27.22
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b2_lr0001_1771
100
331
331
3
10
adam
1
2
0.0001
2.15.1
12.2
2.71
135.54
135.57
model-npz/NASNetLarge_optadam_s100_e1_b2_lr00001_9547.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.48
69
3.28
33
27.21
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b4_lr01_3095
100
331
331
3
10
adam
1
4
0.01
2.15.1
12.2
5.28
132.06
132.08
model-npz/NASNetLarge_optadam_s100_e1_b4_lr001_1903.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
0.46
83
2.43
35
27.25
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b4_lr001_1469
100
331
331
3
10
adam
1
4
0.001
2.15.1
12.2
5.28
131.98
132.01
model-npz/NASNetLarge_optadam_s100_e1_b4_lr0001_1318.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
0.55
87
2.97
35
27.25
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b4_lr0001_2163
100
331
331
3
10
adam
1
4
0.0001
2.15.1
12.2
5.26
131.46
131.48
model-npz/NASNetLarge_optadam_s100_e1_b4_lr00001_2651.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
0.47
89
2.5
34
27.2
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b8_lr01_1068
100
331
331
3
10
adam
1
8
0.01
2.15.1
12.2
10.28
133.62
133.64
model-npz/NASNetLarge_optadam_s100_e1_b8_lr001_8741.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
0.77
92
3.18
36
27.27
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b8_lr001_1216
100
331
331
3
10
adam
1
8
0.001
2.15.1
12.2
10.34
134.44
134.48
model-npz/NASNetLarge_optadam_s100_e1_b8_lr0001_1026.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
0.67
93
3.18
36
27.28
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b8_lr0001_2027
100
331
331
3
10
adam
1
8
0.0001
2.15.1
12.2
10.35
134.55
134.59
model-npz/NASNetLarge_optadam_s100_e1_b8_lr00001_2756.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
0.68
93
3.03
36
27.25
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b16_lr01_2920
100
331
331
3
10
adam
1
16
0.01
2.15.1
12.2
19.26
134.83
134.87
model-npz/NASNetLarge_optadam_s100_e1_b16_lr001_3349.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
0.81
93
3.08
36
27.29
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b16_lr001_1759
100
331
331
3
10
adam
1
16
0.001
2.15.1
12.2
19.17
134.2
134.23
model-npz/NASNetLarge_optadam_s100_e1_b16_lr0001_2820.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
0.96
92
3.84
36
27.32
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b16_lr0001_2131
100
331
331
3
10
adam
1
16
0.0001
2.15.1
12.2
19.16
134.11
134.14
model-npz/NASNetLarge_optadam_s100_e1_b16_lr00001_1214.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
0.83
91
3.09
37
27.36
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b32_lr01_3712
100
331
331
3
10
adam
1
32
0.01
2.15.1
12.2
33.55
134.23
134.25
model-npz/NASNetLarge_optadam_s100_e1_b32_lr001_2970.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
44
1.34
100
4.46
37
27.61
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b32_lr001_2167
100
331
331
3
10
adam
1
32
0.001
2.15.1
12.2
33.89
135.59
135.62
model-npz/NASNetLarge_optadam_s100_e1_b32_lr0001_2229.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
44
1.39
100
4.54
38
27.85
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b32_lr0001_7170
100
331
331
3
10
adam
1
32
0.0001
2.15.1
12.2
33.76
135.04
135.09
model-npz/NASNetLarge_optadam_s100_e1_b32_lr00001_8399.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
1.15
100
4
37
27.75
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b64_lr01_5678
100
331
331
3
10
adam
1
64
0.01
2.15.1
12.2
69.58
139.17
139.2
model-npz/NASNetLarge_optadam_s100_e1_b64_lr001_1383.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
61
2.85
99
7.99
43
28.44
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b64_lr001_4644
100
331
331
3
10
adam
1
64
0.001
2.15.1
12.2
69.85
139.72
139.74
model-npz/NASNetLarge_optadam_s100_e1_b64_lr0001_2266.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
59
2.71
99
7.77
42
28.85
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e1_b64_lr0001_1697
100
331
331
3
10
adam
1
64
0.0001
2.15.1
12.2
69.54
139.1
139.14
model-npz/NASNetLarge_optadam_s100_e1_b64_lr00001_2879.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
61
2.6
99
7.95
42
28.69
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e2_b1_lr01_8302
100
331
331
3
10
adam
2
1
0.01
2.15.1
12.2
0.76
75.85
151.73
model-npz/NASNetLarge_optadam_s100_e2_b1_lr001_1614.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.98
56
8.02
32
27.8
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e2_b1_lr001_1729
100
331
331
3
10
adam
2
1
0.001
2.15.1
12.2
0.76
76.27
152.57
model-npz/NASNetLarge_optadam_s100_e2_b1_lr0001_1240.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.9
55
7.48
32
27.7
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e2_b1_lr0001_2657
100
331
331
3
10
adam
2
1
0.0001
2.15.1
12.2
0.76
76.14
152.32
model-npz/NASNetLarge_optadam_s100_e2_b1_lr00001_2408.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.98
59
7.85
32
27.68
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e2_b2_lr01_3108
100
331
331
3
10
adam
2
2
0.01
2.15.1
12.2
1.4
70.29
140.62
model-npz/NASNetLarge_optadam_s100_e2_b2_lr001_2599.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.85
69
5.82
33
27.46
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e2_b2_lr001_2402
100
331
331
3
10
adam
2
2
0.001
2.15.1
12.2
1.47
73.71
147.45
model-npz/NASNetLarge_optadam_s100_e2_b2_lr0001_9218.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.79
54
5.38
32
27.46
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e2_b2_lr0001_2993
100
331
331
3
10
adam
2
2
0.0001
2.15.1
12.2
1.41
70.64
141.34
model-npz/NASNetLarge_optadam_s100_e2_b2_lr00001_2871.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.8
66
5.38
33
27.41
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e2_b4_lr01_3379
100
331
331
3
10
adam
2
4
0.01
2.15.1
12.2
2.69
67.35
134.74
model-npz/NASNetLarge_optadam_s100_e2_b4_lr001_2756.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
0.89
83
4.36
35
27.32
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e2_b4_lr001_2766
100
331
331
3
10
adam
2
4
0.001
2.15.1
12.2
2.74
68.43
136.89
model-npz/NASNetLarge_optadam_s100_e2_b4_lr0001_2024.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
0.89
87
4.32
34
26.97
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e2_b4_lr0001_1651
100
331
331
3
10
adam
2
4
0.0001
2.15.1
12.2
2.7
67.57
135.17
model-npz/NASNetLarge_optadam_s100_e2_b4_lr00001_2560.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
0.85
85
4.12
35
27.31
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e2_b8_lr01_1878
100
331
331
3
10
adam
2
8
0.01
2.15.1
12.2
5.25
68.23
136.5
model-npz/NASNetLarge_optadam_s100_e2_b8_lr001_7919.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
1.16
94
4.76
38
27.41
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e2_b8_lr001_1024
100
331
331
3
10
adam
2
8
0.001
2.15.1
12.2
5.23
67.96
135.95
model-npz/NASNetLarge_optadam_s100_e2_b8_lr0001_5825.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
1.09
93
4.42
37
27.74
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e2_b8_lr0001_5057
100
331
331
3
10
adam
2
8
0.0001
2.15.1
12.2
5.26
68.47
136.97
model-npz/NASNetLarge_optadam_s100_e2_b8_lr00001_1678.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
1.06
92
4.25
38
28.39
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e2_b16_lr01_3372
100
331
331
3
10
adam
2
16
0.01
2.15.1
12.2
9.69
67.85
135.75
model-npz/NASNetLarge_optadam_s100_e2_b16_lr001_7616.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
1.3
99
4.39
39
28.41
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e2_b16_lr001_2855
100
331
331
3
10
adam
2
16
0.001
2.15.1
12.2
9.75
68.29
136.61
model-npz/NASNetLarge_optadam_s100_e2_b16_lr0001_1233.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
1.16
92
4
38
28.04
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e2_b16_lr0001_9740
100
331
331
3
10
adam
2
16
0.0001
2.15.1
12.2
9.7
67.91
135.85
model-npz/NASNetLarge_optadam_s100_e2_b16_lr00001_2675.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
1.22
100
4.17
38
27.51
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e2_b32_lr01_9705
100
331
331
3
10
adam
2
32
0.01
2.15.1
12.2
16.92
67.7
135.44
model-npz/NASNetLarge_optadam_s100_e2_b32_lr001_2058.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
44
1.69
100
4.94
39
27.84
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e2_b32_lr001_2399
100
331
331
3
10
adam
2
32
0.001
2.15.1
12.2
17.04
68.17
136.38
model-npz/NASNetLarge_optadam_s100_e2_b32_lr0001_2971.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
44
1.67
100
5.27
39
27.56
NASNetLarge_architecture_optadam_s100_ipd331x331x3_opd10_e2_b32_lr0001_2371
100
331
331
3
10
adam
2
32
0.0001
2.15.1
12.2
17.12
68.5
137.06
model-npz/NASNetLarge_optadam_s100_e2_b32_lr00001_3301.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
1.62
100
4.91
38
27.61
MobileNetV2_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr01_3015
1
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
27.04
27.05
27.09
model-npz/MobileNetV2_optadam_s1_e1_b1_lr001_1708.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.21
34
1.75
32
30.77
MobileNetV2_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr001_1145
1
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
24.06
24.07
24.09
model-npz/MobileNetV2_optadam_s1_e1_b1_lr0001_3910.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.44
100
7.6
31
30.98
MobileNetV2_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr0001_1655
1
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
24.73
24.74
24.77
model-npz/MobileNetV2_optadam_s1_e1_b1_lr00001_2549.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.46
100
8.02
32
30.35
MobileNetV2_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_2187
1
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
12.4
12.4
24.83
model-npz/MobileNetV2_optadam_s1_e2_b1_lr001_1679.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.55
100
9.96
32
30.3
MobileNetV2_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr001_2662
1
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
12.09
12.09
24.21
model-npz/MobileNetV2_optadam_s1_e2_b1_lr0001_3498.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.43
100
7.79
31
30.21
MobileNetV2_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr0001_1329
1
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
11.99
11.99
24
model-npz/MobileNetV2_optadam_s1_e2_b1_lr00001_3259.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.32
100
7
31
30.16
MobileNetV2_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr01_1200
1
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
4.86
4.87
24.38
model-npz/MobileNetV2_optadam_s1_e5_b1_lr001_1934.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.36
100
6.25
31
30.14
MobileNetV2_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr001_2620
1
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
4.89
4.89
24.48
model-npz/MobileNetV2_optadam_s1_e5_b1_lr0001_7102.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.44
100
8.6
31
30.21
MobileNetV2_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr0001_8215
1
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
4.81
4.82
24.11
model-npz/MobileNetV2_optadam_s1_e5_b1_lr00001_1999.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.54
100
8.64
31
30.16
MobileNetV2_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr01_9945
1
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
2.46
2.46
24.69
model-npz/MobileNetV2_optadam_s1_e10_b1_lr001_3342.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.44
100
7.75
31
30.14
MobileNetV2_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr001_3228
1
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
2.43
2.43
24.33
model-npz/MobileNetV2_optadam_s1_e10_b1_lr0001_3313.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.42
100
7.44
31
29.98
MobileNetV2_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr0001_2344
1
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
2.44
2.44
24.43
model-npz/MobileNetV2_optadam_s1_e10_b1_lr00001_1689.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.39
100
7.33
31
29.6
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr01_2152
10
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
2.43
24.35
24.38
model-npz/MobileNetV2_optadam_s10_e1_b1_lr001_2738.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.39
100
7.91
30
29.2
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr001_1146
10
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
2.4
24.02
24.04
model-npz/MobileNetV2_optadam_s10_e1_b1_lr0001_1254.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.41
100
7.75
31
29.34
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr0001_1697
10
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
2.42
24.25
24.28
model-npz/MobileNetV2_optadam_s10_e1_b1_lr00001_2556.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.46
100
8.09
30
29.29
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr01_2862
10
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
4.87
24.38
24.41
model-npz/MobileNetV2_optadam_s10_e1_b2_lr001_2719.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.46
100
8.77
31
29.42
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr001_3133
10
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
4.92
24.62
24.65
model-npz/MobileNetV2_optadam_s10_e1_b2_lr0001_3089.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.42
100
6.75
31
29.56
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr0001_1774
10
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
4.88
24.39
24.42
model-npz/MobileNetV2_optadam_s10_e1_b2_lr00001_5249.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.41
100
7.91
31
29.64
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr01_1079
10
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
8.64
25.92
25.95
model-npz/MobileNetV2_optadam_s10_e1_b4_lr001_3328.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.78
100
10.19
32
29.46
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr001_2582
10
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
8.54
25.64
25.67
model-npz/MobileNetV2_optadam_s10_e1_b4_lr0001_1142.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.75
100
10.02
31
29.39
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr0001_1336
10
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
8.58
25.75
25.78
model-npz/MobileNetV2_optadam_s10_e1_b4_lr00001_7355.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.86
100
10.51
32
29.37
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr01_9770
10
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
13
26
26.03
model-npz/MobileNetV2_optadam_s10_e1_b8_lr001_1973.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.83
100
10.07
32
29.41
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr001_3739
10
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
13.13
26.26
26.28
model-npz/MobileNetV2_optadam_s10_e1_b8_lr0001_1887.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.77
100
9.65
32
29.67
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr0001_2153
10
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
13.15
26.32
26.36
model-npz/MobileNetV2_optadam_s10_e1_b8_lr00001_3312.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.73
100
9.45
32
29.92
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr01_1052
10
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
1.23
12.27
24.57
model-npz/MobileNetV2_optadam_s10_e2_b1_lr001_2593.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.46
100
7.42
31
29.33
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr001_2140
10
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
1.25
12.48
25
model-npz/MobileNetV2_optadam_s10_e2_b1_lr0001_2858.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.59
100
9.1
30
29.45
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr0001_7026
10
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
1.24
12.38
24.78
model-npz/MobileNetV2_optadam_s10_e2_b1_lr00001_1851.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.5
100
8.47
31
29.33
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr01_2062
10
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
2.47
12.34
24.72
model-npz/MobileNetV2_optadam_s10_e2_b2_lr001_2921.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.46
100
7.93
30
29.28
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr001_9939
10
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
2.45
12.24
24.5
model-npz/MobileNetV2_optadam_s10_e2_b2_lr0001_7830.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.46
100
8.23
30
29.33
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr0001_1966
10
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
2.44
12.2
24.42
model-npz/MobileNetV2_optadam_s10_e2_b2_lr00001_1849.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.42
100
7.84
31
29.54
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr01_2476
10
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
4.44
13.34
26.72
model-npz/MobileNetV2_optadam_s10_e2_b4_lr001_5829.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.66
100
8.39
32
29.85
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr001_2335
10
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
4.32
12.98
25.99
model-npz/MobileNetV2_optadam_s10_e2_b4_lr0001_4437.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.88
100
10.39
32
30.17
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr0001_1180
10
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
4.34
13.03
26.08
model-npz/MobileNetV2_optadam_s10_e2_b4_lr00001_3110.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.78
100
10.03
32
30.25
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr01_3229
10
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
6.5
13.01
26.05
model-npz/MobileNetV2_optadam_s10_e2_b8_lr001_1212.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.7
100
9.08
32
30.17
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr001_3782
10
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
6.52
13.04
26.1
model-npz/MobileNetV2_optadam_s10_e2_b8_lr0001_2863.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.9
100
10.05
32
30.07
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr0001_6785
10
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
6.55
13.11
26.24
model-npz/MobileNetV2_optadam_s10_e2_b8_lr00001_2145.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.95
100
10.42
32
29.62
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr01_2274
10
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.51
5.09
25.47
model-npz/MobileNetV2_optadam_s10_e5_b1_lr001_1313.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.48
100
8.62
30
29.38
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr001_1199
10
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.51
5.1
25.54
model-npz/MobileNetV2_optadam_s10_e5_b1_lr0001_2429.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.48
100
7.19
30
29.41
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr0001_2962
10
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.5
5.02
25.12
model-npz/MobileNetV2_optadam_s10_e5_b1_lr00001_1667.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.49
100
9.37
30
29.32
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr01_1116
10
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.98
4.89
24.48
model-npz/MobileNetV2_optadam_s10_e5_b2_lr001_2095.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.43
100
7.64
30
29.29
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr001_1371
10
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
1.01
5.04
25.2
model-npz/MobileNetV2_optadam_s10_e5_b2_lr0001_6301.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.4
100
6.97
31
29.34
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr0001_2483
10
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.99
4.94
24.71
model-npz/MobileNetV2_optadam_s10_e5_b2_lr00001_1674.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.53
100
8.59
30
29.26
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr01_2690
10
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
1.73
5.21
26.07
model-npz/MobileNetV2_optadam_s10_e5_b4_lr001_3301.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.83
100
10.23
32
29.82
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr001_1601
10
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
1.74
5.22
26.16
model-npz/MobileNetV2_optadam_s10_e5_b4_lr0001_1087.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.82
100
10.32
32
30.15
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr0001_8983
10
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
1.74
5.22
26.12
model-npz/MobileNetV2_optadam_s10_e5_b4_lr00001_3115.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.87
100
10.4
32
30.15
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr01_4059
10
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
2.6
5.21
26.09
model-npz/MobileNetV2_optadam_s10_e5_b8_lr001_1008.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
0.78
100
8
32
30.23
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr001_1278
10
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
2.63
5.26
26.31
model-npz/MobileNetV2_optadam_s10_e5_b8_lr0001_1179.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.02
100
10.49
32
30.25
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr0001_2637
10
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
2.58
5.16
25.81
model-npz/MobileNetV2_optadam_s10_e5_b8_lr00001_6662.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.88
100
10.68
32
30.25
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr01_1570
10
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.26
2.6
26
model-npz/MobileNetV2_optadam_s10_e10_b1_lr001_3001.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.53
100
9.83
31
30.18
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr001_5938
10
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.26
2.58
25.88
model-npz/MobileNetV2_optadam_s10_e10_b1_lr0001_6089.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.53
100
9.15
31
30.15
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr0001_2981
10
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.26
2.57
25.78
model-npz/MobileNetV2_optadam_s10_e10_b1_lr00001_2098.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.51
100
7.93
31
30.07
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr01_6746
10
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.5
2.5
25.03
model-npz/MobileNetV2_optadam_s10_e10_b2_lr001_5997.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.48
100
8.74
31
30.02
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr001_2405
10
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.51
2.54
25.42
model-npz/MobileNetV2_optadam_s10_e10_b2_lr0001_2808.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.51
100
8.64
31
30.08
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr0001_2559
10
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.5
2.5
25.03
model-npz/MobileNetV2_optadam_s10_e10_b2_lr00001_1629.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.44
100
7.56
31
30.04
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr01_2329
10
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.88
2.65
26.49
model-npz/MobileNetV2_optadam_s10_e10_b4_lr001_2948.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.82
100
10.38
32
30.28
MobileNetV2_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr001_3217
10
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.88
2.65
26.58
model-npz/MobileNetV2_optadam_s10_e10_b4_lr0001_1057.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.87
100
10.75
32
30.32