Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files Community
1
name
stringlengths
63
80
samples
int64
1
1k
input_dim_w
int64
224
600
input_dim_h
int64
224
600
input_dim_c
int64
3
3
output_dim
int64
10
10
optimizer
stringclasses
2 values
epochs
int64
1
10
batch
int64
1
64
learn_rate
float64
0
0.01
tf_version
stringclasses
1 value
cuda_version
float64
12.2
12.2
batch_time
float64
0.01
190
epoch_time
float64
0.5
484
fit_time
float64
4.71
574
npz_path
stringlengths
46
63
gpu_make
stringclasses
1 value
gpu_name
stringclasses
3 values
gpu_arch
stringclasses
2 values
gpu_cc
float64
6
8
gpu_core_count
int64
3.58k
6.91k
gpu_sm_count
int64
56
108
gpu_memory_size
float64
16
80
gpu_memory_type
stringclasses
2 values
gpu_memory_bw
float64
732
2.04k
gpu_tensor_core_count
int64
0
640
max_memory_util
float64
0
86
avg_memory_util
float64
0
37.9
max_gpu_util
float64
0
100
avg_gpu_util
float64
0
83.1
max_gpu_temp
float64
23
69
avg_gpu_temp
float64
22.1
64
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr001_1960
100
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
0.49
1.98
9.92
model-npz/MobileNet_optsgd_s100_e5_b32_lr0001_3314.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
2.83
100
22.55
33
28.24
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr0001_2278
100
224
224
3
10
sgd
5
32
0.0001
2.15.1
12.2
0.49
1.95
9.79
model-npz/MobileNet_optsgd_s100_e5_b32_lr00001_1157.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
3.14
100
23.11
33
29.11
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr0001_3328
100
224
224
3
10
sgd
5
32
0.0001
2.15.1
12.2
0.5
2.01
10.09
model-npz/MobileNet_optsgd_s100_e5_b32_lr00001_4504.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
2.46
100
24.32
31
28.29
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr01_2040
100
224
224
3
10
sgd
5
64
0.01
2.15.1
12.2
1.04
2.08
10.45
model-npz/MobileNet_optsgd_s100_e5_b64_lr001_1733.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
4.66
100
24.1
34
29.45
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr01_1021
100
224
224
3
10
sgd
5
64
0.01
2.15.1
12.2
1.07
2.14
10.7
model-npz/MobileNet_optsgd_s100_e5_b64_lr001_2680.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
5.57
100
29.1
34
28.77
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr001_6266
100
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
1.05
2.1
10.55
model-npz/MobileNet_optsgd_s100_e5_b64_lr0001_2034.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
5.17
100
28.83
35
30.03
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr001_3804
100
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
1.04
2.08
10.44
model-npz/MobileNet_optsgd_s100_e5_b64_lr0001_1225.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
5.97
100
27.33
34
29.03
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr0001_3102
100
224
224
3
10
sgd
5
64
0.0001
2.15.1
12.2
1.03
2.06
10.32
model-npz/MobileNet_optsgd_s100_e5_b64_lr00001_2380.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
5.07
100
26.52
34
29.86
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr0001_2274
100
224
224
3
10
sgd
5
64
0.0001
2.15.1
12.2
1.08
2.15
10.8
model-npz/MobileNet_optsgd_s100_e5_b64_lr00001_1827.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
5.52
100
26.13
35
29.26
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr01_8438
100
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.02
1.66
16.62
model-npz/MobileNet_optsgd_s100_e10_b1_lr001_1168.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.9
100
28.02
30
29.15
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr01_2345
100
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.02
1.69
16.9
model-npz/MobileNet_optsgd_s100_e10_b1_lr001_3009.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.8
100
26.07
29
28.49
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr001_2525
100
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.02
1.64
16.43
model-npz/MobileNet_optsgd_s100_e10_b1_lr0001_1516.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.9
100
25.57
29
28.75
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr001_2284
100
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.02
1.69
16.9
model-npz/MobileNet_optsgd_s100_e10_b1_lr0001_3239.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
1.51
100
25.32
29
28.02
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr0001_1226
100
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.02
1.69
16.92
model-npz/MobileNet_optsgd_s100_e10_b1_lr00001_8690.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.66
100
23.54
29
28.73
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr0001_1599
100
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.02
1.7
17.07
model-npz/MobileNet_optsgd_s100_e10_b1_lr00001_1206.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.52
100
22.69
28
27.74
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr01_1707
100
224
224
3
10
sgd
10
2
0.01
2.15.1
12.2
0.02
1.23
12.37
model-npz/MobileNet_optsgd_s100_e10_b2_lr001_2356.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.66
100
25.41
30
28.84
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr01_6128
100
224
224
3
10
sgd
10
2
0.01
2.15.1
12.2
0.02
1.27
12.76
model-npz/MobileNet_optsgd_s100_e10_b2_lr001_1235.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.41
100
23
30
28.03
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr001_1288
100
224
224
3
10
sgd
10
2
0.001
2.15.1
12.2
0.02
1.28
12.8
model-npz/MobileNet_optsgd_s100_e10_b2_lr0001_1500.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.64
100
22.94
30
28.76
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr001_2956
100
224
224
3
10
sgd
10
2
0.001
2.15.1
12.2
0.03
1.29
12.91
model-npz/MobileNet_optsgd_s100_e10_b2_lr0001_5138.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.5
100
20.76
30
28.06
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr0001_2609
100
224
224
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.02
1.26
12.65
model-npz/MobileNet_optsgd_s100_e10_b2_lr00001_7014.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.58
100
24.27
30
28.82
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr0001_3343
100
224
224
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.02
1.27
12.75
model-npz/MobileNet_optsgd_s100_e10_b2_lr00001_3145.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.6
100
23.74
30
28.17
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr01_2978
100
224
224
3
10
sgd
10
4
0.01
2.15.1
12.2
0.04
1.03
10.32
model-npz/MobileNet_optsgd_s100_e10_b4_lr001_3156.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.81
100
20.23
31
28.65
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr01_6325
100
224
224
3
10
sgd
10
4
0.01
2.15.1
12.2
0.04
1.06
10.62
model-npz/MobileNet_optsgd_s100_e10_b4_lr001_2022.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.73
100
22.2
31
28.23
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr001_1555
100
224
224
3
10
sgd
10
4
0.001
2.15.1
12.2
0.04
1.05
10.51
model-npz/MobileNet_optsgd_s100_e10_b4_lr0001_1601.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.8
100
23.13
31
28.83
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr001_1730
100
224
224
3
10
sgd
10
4
0.001
2.15.1
12.2
0.04
1.06
10.63
model-npz/MobileNet_optsgd_s100_e10_b4_lr0001_3099.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.8
100
21.5
31
28.33
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr0001_3724
100
224
224
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.04
1.05
10.53
model-npz/MobileNet_optsgd_s100_e10_b4_lr00001_3186.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.6
100
19.67
31
28.6
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr0001_1335
100
224
224
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.04
1.07
10.74
model-npz/MobileNet_optsgd_s100_e10_b4_lr00001_3038.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.97
100
23.73
31
28.43
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr01_1187
100
224
224
3
10
sgd
10
8
0.01
2.15.1
12.2
0.08
1.06
10.66
model-npz/MobileNet_optsgd_s100_e10_b8_lr001_2115.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
2.03
100
22.63
32
28.83
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr01_7514
100
224
224
3
10
sgd
10
8
0.01
2.15.1
12.2
0.08
1.05
10.52
model-npz/MobileNet_optsgd_s100_e10_b8_lr001_2802.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
2.26
100
23.16
32
28.45
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr001_1768
100
224
224
3
10
sgd
10
8
0.001
2.15.1
12.2
0.08
1.02
10.28
model-npz/MobileNet_optsgd_s100_e10_b8_lr0001_5446.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
2.42
100
23.97
32
28.77
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr001_7804
100
224
224
3
10
sgd
10
8
0.001
2.15.1
12.2
0.08
1.04
10.48
model-npz/MobileNet_optsgd_s100_e10_b8_lr0001_3360.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
2.5
100
25.13
32
28.53
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr0001_2001
100
224
224
3
10
sgd
10
8
0.0001
2.15.1
12.2
0.08
1.03
10.38
model-npz/MobileNet_optsgd_s100_e10_b8_lr00001_2441.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
2.21
100
21.79
32
28.83
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr01_2358
100
224
224
3
10
sgd
10
16
0.01
2.15.1
12.2
0.14
0.99
9.95
model-npz/MobileNet_optsgd_s100_e10_b8_lr00001_2093.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
2.63
100
25.37
32
28.57
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr01_2358
100
224
224
3
10
sgd
10
16
0.01
2.15.1
12.2
0.14
0.99
9.95
model-npz/MobileNet_optsgd_s100_e10_b16_lr001_3137.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
3.43
100
27.14
32
28.93
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr01_3035
100
224
224
3
10
sgd
10
16
0.01
2.15.1
12.2
0.15
1.03
10.31
model-npz/MobileNet_optsgd_s100_e10_b16_lr0001_1658.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
3.18
100
24.93
33
28.96
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr01_3035
100
224
224
3
10
sgd
10
16
0.01
2.15.1
12.2
0.15
1.03
10.31
model-npz/MobileNet_optsgd_s100_e10_b16_lr001_2578.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
2.5
100
23.73
33
28.5
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr0001_2265
100
224
224
3
10
sgd
10
16
0.0001
2.15.1
12.2
0.15
1.03
10.31
model-npz/MobileNet_optsgd_s100_e10_b16_lr00001_2301.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
2.97
100
24.77
33
28.93
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr0001_1368
100
224
224
3
10
sgd
10
16
0.0001
2.15.1
12.2
0.15
1.06
10.59
model-npz/MobileNet_optsgd_s100_e10_b16_lr00001_1450.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
2.39
100
19.26
33
28.55
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr01_4779
100
224
224
3
10
sgd
10
32
0.01
2.15.1
12.2
0.25
1.01
10.14
model-npz/MobileNet_optsgd_s100_e10_b32_lr001_2238.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
2.86
100
23.69
33
28.86
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr01_3212
100
224
224
3
10
sgd
10
32
0.01
2.15.1
12.2
0.26
1.05
10.53
model-npz/MobileNet_optsgd_s100_e10_b32_lr001_1152.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
2.73
100
23.77
34
28.87
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr001_9830
100
224
224
3
10
sgd
10
32
0.001
2.15.1
12.2
0.25
1
10
model-npz/MobileNet_optsgd_s100_e10_b32_lr0001_1955.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
3.14
100
25.31
34
29.1
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr001_4161
100
224
224
3
10
sgd
10
32
0.001
2.15.1
12.2
0.25
1.01
10.16
model-npz/MobileNet_optsgd_s100_e10_b32_lr0001_2598.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
3.41
100
25.34
34
28.72
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr0001_1206
100
224
224
3
10
sgd
10
32
0.0001
2.15.1
12.2
0.25
1
10.01
model-npz/MobileNet_optsgd_s100_e10_b32_lr00001_4916.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
4.1
100
27.21
34
29.1
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr0001_2970
100
224
224
3
10
sgd
10
32
0.0001
2.15.1
12.2
0.26
1.03
10.32
model-npz/MobileNet_optsgd_s100_e10_b32_lr00001_9564.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
2.6
100
23.3
33
28.63
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr01_2171
100
224
224
3
10
sgd
10
64
0.01
2.15.1
12.2
0.54
1.08
10.83
model-npz/MobileNet_optsgd_s100_e10_b64_lr001_3168.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
5.39
100
26.03
34
29.58
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr01_2708
100
224
224
3
10
sgd
10
64
0.01
2.15.1
12.2
0.53
1.07
10.75
model-npz/MobileNet_optsgd_s100_e10_b64_lr001_1758.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
4.87
100
24.45
35
29.42
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr001_2829
100
224
224
3
10
sgd
10
64
0.001
2.15.1
12.2
0.54
1.08
10.86
model-npz/MobileNet_optsgd_s100_e10_b64_lr0001_3392.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
5.63
100
29.1
36
30.07
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr001_3295
100
224
224
3
10
sgd
10
64
0.001
2.15.1
12.2
0.54
1.07
10.77
model-npz/MobileNet_optsgd_s100_e10_b64_lr0001_1038.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
5.03
100
27.93
35
29.73
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr0001_2359
100
224
224
3
10
sgd
10
64
0.0001
2.15.1
12.2
0.57
1.13
11.37
model-npz/MobileNet_optsgd_s100_e10_b64_lr00001_6287.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
6.93
100
30.57
35
30.17
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr0001_2281
100
224
224
3
10
sgd
10
64
0.0001
2.15.1
12.2
0.55
1.1
11.04
model-npz/MobileNet_optsgd_s100_e10_b64_lr00001_1880.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
4.77
100
24.4
36
29.67
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr01_3397
1,000
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
0.02
16.7
16.72
model-npz/MobileNet_optsgd_s1000_e1_b1_lr001_1659.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.79
100
26.24
30
29.14
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr01_2297
1,000
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
0.02
17.15
17.19
model-npz/MobileNet_optsgd_s1000_e1_b1_lr001_2715.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.6
100
24.63
30
28.63
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr001_7212
1,000
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
0.02
16.76
16.78
model-npz/MobileNet_optsgd_s1000_e1_b1_lr0001_4409.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.74
100
24.12
29
28.63
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr001_6794
1,000
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
0.02
16.65
16.68
model-npz/MobileNet_optsgd_s1000_e1_b1_lr0001_2662.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.76
100
23.71
29
28.29
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr0001_1675
1,000
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.02
16.58
16.6
model-npz/MobileNet_optsgd_s1000_e1_b1_lr00001_2280.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.67
100
23.02
29
28.6
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr0001_3087
1,000
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.02
16.84
16.88
model-npz/MobileNet_optsgd_s1000_e1_b1_lr00001_2088.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.62
100
26.19
29
28.31
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr01_1336
1,000
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
0.02
12.4
12.43
model-npz/MobileNet_optsgd_s1000_e1_b2_lr001_2573.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.62
100
24.44
30
28.71
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr01_6581
1,000
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
0.03
12.79
12.81
model-npz/MobileNet_optsgd_s1000_e1_b2_lr001_9924.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.71
100
24.34
30
28.49
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr001_2035
1,000
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
0.02
12.32
12.34
model-npz/MobileNet_optsgd_s1000_e1_b2_lr0001_3261.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.49
100
21.23
31
28.8
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr001_1096
1,000
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
0.02
12.65
12.68
model-npz/MobileNet_optsgd_s1000_e1_b2_lr0001_3322.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.44
100
20.58
30
28.47
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr0001_2935
1,000
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.02
12.47
12.49
model-npz/MobileNet_optsgd_s1000_e1_b2_lr00001_8049.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.47
100
21.38
31
28.91
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr0001_1450
1,000
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.02
12.68
12.7
model-npz/MobileNet_optsgd_s1000_e1_b2_lr00001_8129.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.5
100
20.64
30
28.44
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr01_2107
1,000
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
0.04
10.26
10.29
model-npz/MobileNet_optsgd_s1000_e1_b4_lr001_1500.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.73
100
21.47
31
28.87
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr01_2144
1,000
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
0.04
10.86
10.88
model-npz/MobileNet_optsgd_s1000_e1_b4_lr001_2666.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.84
100
21.91
31
28.41
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr001_1191
1,000
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
0.04
11.01
11.03
model-npz/MobileNet_optsgd_s1000_e1_b4_lr0001_2326.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.66
100
19.75
31
28.75
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr001_6751
1,000
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
0.04
10.97
10.99
model-npz/MobileNet_optsgd_s1000_e1_b4_lr0001_1505.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.48
100
18.77
31
28.42
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr0001_1158
1,000
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.04
10.98
11.02
model-npz/MobileNet_optsgd_s1000_e1_b4_lr00001_1410.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.42
100
18.67
31
28.61
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr0001_6056
1,000
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.04
10.5
10.54
model-npz/MobileNet_optsgd_s1000_e1_b4_lr00001_2903.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.77
100
23.65
31
28.42
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr01_2704
1,000
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
0.08
9.44
9.46
model-npz/MobileNet_optsgd_s1000_e1_b8_lr001_1521.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
1.76
100
21.31
32
28.72
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr01_1605
1,000
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
0.08
9.63
9.65
model-npz/MobileNet_optsgd_s1000_e1_b8_lr001_4036.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
2.28
100
24.83
31
28.45
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr001_2213
1,000
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
0.08
9.71
9.73
model-npz/MobileNet_optsgd_s1000_e1_b8_lr0001_3383.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.59
100
17.59
31
28.52
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr001_3081
1,000
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
0.08
10
10.03
model-npz/MobileNet_optsgd_s1000_e1_b8_lr0001_5730.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
2.23
100
23.77
31
28.43
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr0001_3199
1,000
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
0.08
9.58
9.61
model-npz/MobileNet_optsgd_s1000_e1_b8_lr00001_2803.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
2.14
100
23.59
32
28.69
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr0001_2896
1,000
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
0.08
9.56
9.59
model-npz/MobileNet_optsgd_s1000_e1_b8_lr00001_3268.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.48
100
18.79
32
28.38
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr01_6774
1,000
224
224
3
10
sgd
1
16
0.01
2.15.1
12.2
0.16
10.28
10.3
model-npz/MobileNet_optsgd_s1000_e1_b16_lr001_2563.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
2.65
100
20.19
32
28.68
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr01_1363
1,000
224
224
3
10
sgd
1
16
0.01
2.15.1
12.2
0.16
10.26
10.28
model-npz/MobileNet_optsgd_s1000_e1_b16_lr001_2827.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
2.55
100
21.65
33
28.42
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr001_1061
1,000
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
0.16
10.04
10.08
model-npz/MobileNet_optsgd_s1000_e1_b16_lr0001_7314.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
3.33
100
25.37
33
28.9
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr001_1313
1,000
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
0.16
10.22
10.24
model-npz/MobileNet_optsgd_s1000_e1_b16_lr0001_3038.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
3
100
24.6
33
28.67
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr0001_4366
1,000
224
224
3
10
sgd
1
16
0.0001
2.15.1
12.2
0.16
10.15
10.17
model-npz/MobileNet_optsgd_s1000_e1_b16_lr00001_3375.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
2.67
100
21.73
33
28.83
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr0001_7962
1,000
224
224
3
10
sgd
1
16
0.0001
2.15.1
12.2
0.16
10.23
10.25
model-npz/MobileNet_optsgd_s1000_e1_b16_lr00001_8261.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
2.57
100
23.8
33
28.8
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr01_2242
1,000
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
0.32
10.24
10.26
model-npz/MobileNet_optsgd_s1000_e1_b32_lr001_3311.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
3.3
100
23.73
33
28.9
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr01_1874
1,000
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
0.32
10.33
10.37
model-npz/MobileNet_optsgd_s1000_e1_b32_lr001_1232.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
2.94
100
22.77
34
28.9
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr001_1571
1,000
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
0.31
10.03
10.07
model-npz/MobileNet_optsgd_s1000_e1_b32_lr0001_2757.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
3.63
100
23.33
34
29
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr001_1158
1,000
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
0.32
10.26
10.3
model-npz/MobileNet_optsgd_s1000_e1_b32_lr0001_2983.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
3.75
100
21.38
33
28.91
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr0001_3399
1,000
224
224
3
10
sgd
1
32
0.0001
2.15.1
12.2
0.31
9.99
10.03
model-npz/MobileNet_optsgd_s1000_e1_b32_lr00001_1357.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
4.03
100
27.59
33
29.14
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr0001_9899
1,000
224
224
3
10
sgd
1
32
0.0001
2.15.1
12.2
0.33
10.53
10.57
model-npz/MobileNet_optsgd_s1000_e1_b32_lr00001_2563.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
3.75
100
21.88
33
28.81
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr01_1169
1,000
224
224
3
10
sgd
1
64
0.01
2.15.1
12.2
0.66
10.6
10.62
model-npz/MobileNet_optsgd_s1000_e1_b64_lr001_2319.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
6.03
100
31.03
35
29.7
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr01_1830
1,000
224
224
3
10
sgd
1
64
0.01
2.15.1
12.2
0.69
11.05
11.07
model-npz/MobileNet_optsgd_s1000_e1_b64_lr001_1973.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
4.03
100
23.44
36
29.44
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr001_2075
1,000
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
0.68
10.81
10.83
model-npz/MobileNet_optsgd_s1000_e1_b64_lr0001_2060.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
4.52
100
28.13
35
29.94
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr001_1482
1,000
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
0.68
10.93
10.95
model-npz/MobileNet_optsgd_s1000_e1_b64_lr0001_2777.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
5.68
100
27.97
36
29.81
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr0001_2016
1,000
224
224
3
10
sgd
1
64
0.0001
2.15.1
12.2
0.66
10.54
10.57
model-npz/MobileNet_optsgd_s1000_e1_b64_lr00001_1735.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
5.81
100
25.66
35
29.94
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr0001_1019
1,000
224
224
3
10
sgd
1
64
0.0001
2.15.1
12.2
0.69
11.05
11.08
model-npz/MobileNet_optsgd_s1000_e1_b64_lr00001_2044.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
5.75
100
27.81
36
29.88
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr01_6484
1,000
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.01
12.46
24.94
model-npz/MobileNet_optsgd_s1000_e2_b1_lr001_9327.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
2.35
100
27.75
30
28.84
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr01_2953
1,000
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.01
12.6
25.23
model-npz/MobileNet_optsgd_s1000_e2_b1_lr001_3028.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
2.32
100
29.37
30
29.07
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr001_2167
1,000
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.01
12.4
24.82
model-npz/MobileNet_optsgd_s1000_e2_b1_lr0001_1241.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
2.48
100
28.8
29
28.73
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr001_2680
1,000
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.01
12.79
25.63
model-npz/MobileNet_optsgd_s1000_e2_b1_lr0001_1728.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
2.12
100
29.03
29
28.67
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2755
1,000
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.01
12.56
25.16
model-npz/MobileNet_optsgd_s1000_e2_b1_lr00001_1671.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
2.36
100
29.48
29
28.72
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr0001_1520
1,000
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.01
12.76
25.55
model-npz/MobileNet_optsgd_s1000_e2_b1_lr00001_1057.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.95
100
28.17
29
28.45
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr01_3205
1,000
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.02
8.21
16.46
model-npz/MobileNet_optsgd_s1000_e2_b2_lr001_6460.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
2.12
100
27.24
31
28.9
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr01_9243
1,000
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.02
8.6
17.23
model-npz/MobileNet_optsgd_s1000_e2_b2_lr001_2358.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
2
100
26.59
30
28.7