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
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b4_lr0001_3083
100
299
299
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.77
19.32
19.34
model-npz/InceptionV3_optsgd_s100_e1_b4_lr00001_2236.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
1.59
100
16.78
35
31.86
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b8_lr01_1321
100
299
299
3
10
sgd
1
8
0.01
2.15.1
12.2
1.74
22.69
22.71
model-npz/InceptionV3_optsgd_s100_e1_b8_lr001_3195.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
2.52
100
21.27
36
32.5
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b8_lr001_6873
100
299
299
3
10
sgd
1
8
0.001
2.15.1
12.2
1.75
22.7
22.73
model-npz/InceptionV3_optsgd_s100_e1_b8_lr0001_2040.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
3.44
100
25.2
37
33
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b8_lr0001_3168
100
299
299
3
10
sgd
1
8
0.0001
2.15.1
12.2
1.75
22.73
22.75
model-npz/InceptionV3_optsgd_s100_e1_b8_lr00001_1122.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
2.59
100
20.43
36
32.89
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b16_lr01_1725
100
299
299
3
10
sgd
1
16
0.01
2.15.1
12.2
3.3
23.12
23.16
model-npz/InceptionV3_optsgd_s100_e1_b16_lr001_9641.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
2.89
100
22.2
38
33.43
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b16_lr001_2840
100
299
299
3
10
sgd
1
16
0.001
2.15.1
12.2
3.3
23.14
23.19
model-npz/InceptionV3_optsgd_s100_e1_b16_lr0001_7039.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
3.09
100
23.11
37
33.42
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b16_lr0001_1511
100
299
299
3
10
sgd
1
16
0.0001
2.15.1
12.2
3.32
23.27
23.29
model-npz/InceptionV3_optsgd_s100_e1_b16_lr00001_1879.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
3.07
100
23.41
37
33.41
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b32_lr01_2657
100
299
299
3
10
sgd
1
32
0.01
2.15.1
12.2
6.13
24.52
24.55
model-npz/InceptionV3_optsgd_s100_e1_b32_lr001_1335.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
28
4.61
100
28.34
40
34.07
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b32_lr001_2140
100
299
299
3
10
sgd
1
32
0.001
2.15.1
12.2
6.22
24.9
24.93
model-npz/InceptionV3_optsgd_s100_e1_b32_lr0001_2198.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
4.72
100
29.72
40
34.47
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b32_lr0001_1451
100
299
299
3
10
sgd
1
32
0.0001
2.15.1
12.2
6.14
24.58
24.61
model-npz/InceptionV3_optsgd_s100_e1_b32_lr00001_3035.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
4.53
100
28.42
41
34.37
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b64_lr01_5013
100
299
299
3
10
sgd
1
64
0.01
2.15.1
12.2
14.52
29.05
29.09
model-npz/InceptionV3_optsgd_s100_e1_b64_lr001_1547.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
7.51
100
38.58
46
36.64
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b64_lr001_1331
100
299
299
3
10
sgd
1
64
0.001
2.15.1
12.2
14.44
28.88
28.91
model-npz/InceptionV3_optsgd_s100_e1_b64_lr0001_1303.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
30
7.99
100
38.25
47
37.24
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b64_lr0001_1350
100
299
299
3
10
sgd
1
64
0.0001
2.15.1
12.2
14.38
28.77
28.8
model-npz/InceptionV3_optsgd_s100_e1_b64_lr00001_4642.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
7.88
100
38.02
47
37.77
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b1_lr01_8624
100
299
299
3
10
sgd
2
1
0.01
2.15.1
12.2
0.12
11.9
23.82
model-npz/InceptionV3_optsgd_s100_e2_b1_lr001_2168.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.55
100
19.52
37
34.38
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b1_lr001_5680
100
299
299
3
10
sgd
2
1
0.001
2.15.1
12.2
0.12
11.91
23.84
model-npz/InceptionV3_optsgd_s100_e2_b1_lr0001_1660.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.58
100
19.6
35
33.19
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b1_lr0001_1379
100
299
299
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.12
11.74
23.51
model-npz/InceptionV3_optsgd_s100_e2_b1_lr00001_6439.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.53
100
19.77
34
32.68
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b2_lr01_1311
100
299
299
3
10
sgd
2
2
0.01
2.15.1
12.2
0.21
10.56
21.18
model-npz/InceptionV3_optsgd_s100_e2_b2_lr001_3161.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.48
100
17.9
34
32.52
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b2_lr001_1787
100
299
299
3
10
sgd
2
2
0.001
2.15.1
12.2
0.22
10.89
21.82
model-npz/InceptionV3_optsgd_s100_e2_b2_lr0001_5691.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
1.68
100
20.98
35
32.32
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b2_lr0001_3675
100
299
299
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.21
10.42
20.86
model-npz/InceptionV3_optsgd_s100_e2_b2_lr00001_5206.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.65
100
18.27
35
32.15
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b4_lr01_1555
100
299
299
3
10
sgd
2
4
0.01
2.15.1
12.2
0.44
10.99
22.04
model-npz/InceptionV3_optsgd_s100_e2_b4_lr001_3388.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.23
63
8.92
37
32.78
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b4_lr001_1744
100
299
299
3
10
sgd
2
4
0.001
2.15.1
12.2
0.39
9.8
19.63
model-npz/InceptionV3_optsgd_s100_e2_b4_lr0001_2308.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
1.56
100
16.04
37
33.66
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b4_lr0001_3554
100
299
299
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.39
9.89
19.81
model-npz/InceptionV3_optsgd_s100_e2_b4_lr00001_5666.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.44
100
16.08
37
33.68
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b8_lr01_2427
100
299
299
3
10
sgd
2
8
0.01
2.15.1
12.2
0.9
11.74
23.5
model-npz/InceptionV3_optsgd_s100_e2_b8_lr001_2828.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.65
100
20.53
38
34.18
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b8_lr001_2433
100
299
299
3
10
sgd
2
8
0.001
2.15.1
12.2
0.87
11.37
22.78
model-npz/InceptionV3_optsgd_s100_e2_b8_lr0001_1489.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
3.29
100
24.51
38
34.36
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b8_lr0001_2963
100
299
299
3
10
sgd
2
8
0.0001
2.15.1
12.2
0.87
11.36
22.74
model-npz/InceptionV3_optsgd_s100_e2_b8_lr00001_3190.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.62
100
20.96
39
34.58
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b16_lr01_1848
100
299
299
3
10
sgd
2
16
0.01
2.15.1
12.2
1.63
11.39
22.81
model-npz/InceptionV3_optsgd_s100_e2_b16_lr001_1815.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
4.27
100
26.73
39
34.93
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b16_lr001_1532
100
299
299
3
10
sgd
2
16
0.001
2.15.1
12.2
1.64
11.51
23.04
model-npz/InceptionV3_optsgd_s100_e2_b16_lr0001_3322.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
3.62
100
25.85
41
35.53
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b16_lr0001_1718
100
299
299
3
10
sgd
2
16
0.0001
2.15.1
12.2
1.64
11.49
23
model-npz/InceptionV3_optsgd_s100_e2_b16_lr00001_1929.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
3.95
100
26.98
39
35.52
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b32_lr01_2442
100
299
299
3
10
sgd
2
32
0.01
2.15.1
12.2
2.99
11.97
23.96
model-npz/InceptionV3_optsgd_s100_e2_b32_lr001_2336.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
4.51
100
27.21
43
36.39
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b32_lr001_8812
100
299
299
3
10
sgd
2
32
0.001
2.15.1
12.2
3
12
24.02
model-npz/InceptionV3_optsgd_s100_e2_b32_lr0001_1924.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
4.4
100
27.72
43
36.47
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b32_lr0001_1920
100
299
299
3
10
sgd
2
32
0.0001
2.15.1
12.2
3.01
12.04
24.11
model-npz/InceptionV3_optsgd_s100_e2_b32_lr00001_2948.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
4.5
100
28.05
44
36.72
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b64_lr01_1981
100
299
299
3
10
sgd
2
64
0.01
2.15.1
12.2
7.11
14.23
28.48
model-npz/InceptionV3_optsgd_s100_e2_b64_lr001_4364.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
7.53
100
36.79
48
38.44
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b64_lr001_1074
100
299
299
3
10
sgd
2
64
0.001
2.15.1
12.2
7.19
14.39
28.81
model-npz/InceptionV3_optsgd_s100_e2_b64_lr0001_5706.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
29
7.52
100
36.35
49
39.24
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b64_lr0001_7053
100
299
299
3
10
sgd
2
64
0.0001
2.15.1
12.2
7.12
14.24
28.5
model-npz/InceptionV3_optsgd_s100_e2_b64_lr00001_3094.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
7.18
100
34.33
49
39.61
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b1_lr01_8718
100
299
299
3
10
sgd
5
1
0.01
2.15.1
12.2
0.06
6.22
31.15
model-npz/InceptionV3_optsgd_s100_e5_b1_lr001_2230.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.21
100
26.1
38
36.37
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b1_lr001_1677
100
299
299
3
10
sgd
5
1
0.001
2.15.1
12.2
0.06
6.15
30.76
model-npz/InceptionV3_optsgd_s100_e5_b1_lr0001_2417.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.04
100
24.72
36
34.93
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b1_lr0001_3173
100
299
299
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.06
6.19
31
model-npz/InceptionV3_optsgd_s100_e5_b1_lr00001_1256.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
2.32
100
25.91
36
34.87
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b2_lr01_3266
100
299
299
3
10
sgd
5
2
0.01
2.15.1
12.2
0.1
4.97
24.87
model-npz/InceptionV3_optsgd_s100_e5_b2_lr001_2250.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.93
100
21.76
37
34.64
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b2_lr001_8760
100
299
299
3
10
sgd
5
2
0.001
2.15.1
12.2
0.1
4.95
24.78
model-npz/InceptionV3_optsgd_s100_e5_b2_lr0001_3266.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
2.07
100
24.34
36
34.34
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b2_lr0001_1584
100
299
299
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.1
4.92
24.61
model-npz/InceptionV3_optsgd_s100_e5_b2_lr00001_7401.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
2.24
100
23.44
37
34.08
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b4_lr01_1285
100
299
299
3
10
sgd
5
4
0.01
2.15.1
12.2
0.17
4.3
21.51
model-npz/InceptionV3_optsgd_s100_e5_b4_lr001_7957.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
2.25
100
21.6
37
34.08
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b4_lr001_2228
100
299
299
3
10
sgd
5
4
0.001
2.15.1
12.2
0.18
4.41
22.11
model-npz/InceptionV3_optsgd_s100_e5_b4_lr0001_2914.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
1.96
100
18.41
38
34.11
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b4_lr0001_3267
100
299
299
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.17
4.32
21.62
model-npz/InceptionV3_optsgd_s100_e5_b4_lr00001_2318.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
2.09
100
20.21
38
34.19
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b8_lr01_2679
100
299
299
3
10
sgd
5
8
0.01
2.15.1
12.2
0.37
4.78
23.93
model-npz/InceptionV3_optsgd_s100_e5_b8_lr001_2830.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
3.59
100
25.72
39
34.45
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b8_lr001_1077
100
299
299
3
10
sgd
5
8
0.001
2.15.1
12.2
0.37
4.76
23.85
model-npz/InceptionV3_optsgd_s100_e5_b8_lr0001_2420.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
3.63
100
25.16
39
34.61
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b8_lr0001_3353
100
299
299
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.37
4.77
23.86
model-npz/InceptionV3_optsgd_s100_e5_b8_lr00001_1981.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
3.79
100
26.43
40
34.9
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b16_lr01_1172
100
299
299
3
10
sgd
5
16
0.01
2.15.1
12.2
0.68
4.74
23.74
model-npz/InceptionV3_optsgd_s100_e5_b16_lr001_2668.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
4.05
100
25.84
41
35.09
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b16_lr001_2402
100
299
299
3
10
sgd
5
16
0.001
2.15.1
12.2
0.68
4.79
23.99
model-npz/InceptionV3_optsgd_s100_e5_b16_lr0001_2581.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
3.79
100
23.82
42
35.33
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b16_lr0001_2312
100
299
299
3
10
sgd
5
16
0.0001
2.15.1
12.2
0.68
4.78
23.91
model-npz/InceptionV3_optsgd_s100_e5_b16_lr00001_1703.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
3.63
100
24.28
41
35.56
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b32_lr01_1213
100
299
299
3
10
sgd
5
32
0.01
2.15.1
12.2
1.23
4.95
24.78
model-npz/InceptionV3_optsgd_s100_e5_b32_lr001_1257.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
5.31
100
29.22
42
36.36
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b32_lr001_1885
100
299
299
3
10
sgd
5
32
0.001
2.15.1
12.2
1.24
4.98
24.94
model-npz/InceptionV3_optsgd_s100_e5_b32_lr0001_1126.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
5
100
28.91
44
36.93
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b32_lr0001_1018
100
299
299
3
10
sgd
5
32
0.0001
2.15.1
12.2
1.23
4.93
24.66
model-npz/InceptionV3_optsgd_s100_e5_b32_lr00001_2612.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
5
100
26.9
44
36.61
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b64_lr01_2168
100
299
299
3
10
sgd
5
64
0.01
2.15.1
12.2
2.92
5.84
29.22
model-npz/InceptionV3_optsgd_s100_e5_b64_lr001_7702.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
7.23
100
36.17
48
38.79
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b64_lr001_3013
100
299
299
3
10
sgd
5
64
0.001
2.15.1
12.2
2.92
5.85
29.27
model-npz/InceptionV3_optsgd_s100_e5_b64_lr0001_3926.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
7.69
100
36.34
48
39.27
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e5_b64_lr0001_7180
100
299
299
3
10
sgd
5
64
0.0001
2.15.1
12.2
2.92
5.85
29.27
model-npz/InceptionV3_optsgd_s100_e5_b64_lr00001_3477.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
7.97
100
37.33
49
39.67
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b1_lr01_1756
100
299
299
3
10
sgd
10
1
0.01
2.15.1
12.2
0.04
4.45
44.54
model-npz/InceptionV3_optsgd_s100_e10_b1_lr001_1135.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
2.67
100
31.03
38
36.49
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b1_lr001_2168
100
299
299
3
10
sgd
10
1
0.001
2.15.1
12.2
0.04
4.42
44.29
model-npz/InceptionV3_optsgd_s100_e10_b1_lr0001_2707.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.65
100
31.41
37
35.33
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b1_lr0001_3301
100
299
299
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.04
4.43
44.34
model-npz/InceptionV3_optsgd_s100_e10_b1_lr00001_1918.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.41
100
29.28
37
35.2
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b2_lr01_2129
100
299
299
3
10
sgd
10
2
0.01
2.15.1
12.2
0.06
3.12
31.27
model-npz/InceptionV3_optsgd_s100_e10_b2_lr001_1770.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.49
100
26.69
37
35.09
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b2_lr001_9503
100
299
299
3
10
sgd
10
2
0.001
2.15.1
12.2
0.06
3.1
31.05
model-npz/InceptionV3_optsgd_s100_e10_b2_lr0001_1056.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
2.76
100
29.19
37
35.01
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b2_lr0001_3227
100
299
299
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.06
3.13
31.38
model-npz/InceptionV3_optsgd_s100_e10_b2_lr00001_1057.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.45
100
27.65
37
35.06
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b4_lr01_2159
100
299
299
3
10
sgd
10
4
0.01
2.15.1
12.2
0.1
2.5
25.04
model-npz/InceptionV3_optsgd_s100_e10_b4_lr001_2205.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
2.77
100
22.32
38
34.75
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b4_lr001_2718
100
299
299
3
10
sgd
10
4
0.001
2.15.1
12.2
0.1
2.55
25.52
model-npz/InceptionV3_optsgd_s100_e10_b4_lr0001_8227.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
2.82
100
23.02
38
34.62
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b4_lr0001_7118
100
299
299
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.1
2.51
25.18
model-npz/InceptionV3_optsgd_s100_e10_b4_lr00001_1586.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
2.84
100
23.08
38
34.57
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b8_lr01_2879
100
299
299
3
10
sgd
10
8
0.01
2.15.1
12.2
0.2
2.62
26.19
model-npz/InceptionV3_optsgd_s100_e10_b8_lr001_3338.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
14
3.7
100
26.31
40
35.34
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b8_lr001_2229
100
299
299
3
10
sgd
10
8
0.001
2.15.1
12.2
0.2
2.63
26.34
model-npz/InceptionV3_optsgd_s100_e10_b8_lr0001_3016.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
4.58
100
29.55
40
35.32
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b8_lr0001_2186
100
299
299
3
10
sgd
10
8
0.0001
2.15.1
12.2
0.2
2.63
26.36
model-npz/InceptionV3_optsgd_s100_e10_b8_lr00001_2298.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
4.12
100
27.28
40
35.32
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b16_lr01_1297
100
299
299
3
10
sgd
10
16
0.01
2.15.1
12.2
0.37
2.57
25.73
model-npz/InceptionV3_optsgd_s100_e10_b16_lr001_3989.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
4.64
100
27.21
42
35.33
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b16_lr001_3029
100
299
299
3
10
sgd
10
16
0.001
2.15.1
12.2
0.36
2.52
25.29
model-npz/InceptionV3_optsgd_s100_e10_b16_lr0001_1293.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
4.95
100
26.87
42
35.88
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b16_lr0001_1055
100
299
299
3
10
sgd
10
16
0.0001
2.15.1
12.2
0.36
2.56
25.59
model-npz/InceptionV3_optsgd_s100_e10_b16_lr00001_3218.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
5.23
100
28.5
42
36.07
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b32_lr01_1375
100
299
299
3
10
sgd
10
32
0.01
2.15.1
12.2
0.64
2.57
25.76
model-npz/InceptionV3_optsgd_s100_e10_b32_lr001_1248.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
6.21
100
30.66
44
36.82
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b32_lr001_2530
100
299
299
3
10
sgd
10
32
0.001
2.15.1
12.2
0.64
2.57
25.78
model-npz/InceptionV3_optsgd_s100_e10_b32_lr0001_2464.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
5.93
100
30.08
45
37
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b32_lr0001_3462
100
299
299
3
10
sgd
10
32
0.0001
2.15.1
12.2
0.65
2.59
25.9
model-npz/InceptionV3_optsgd_s100_e10_b32_lr00001_1724.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
6.07
100
29.02
44
37.36
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b64_lr01_2969
100
299
299
3
10
sgd
10
64
0.01
2.15.1
12.2
1.5
3.01
30.16
model-npz/InceptionV3_optsgd_s100_e10_b64_lr001_2835.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
8.78
100
37.8
49
39.45
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b64_lr001_4166
100
299
299
3
10
sgd
10
64
0.001
2.15.1
12.2
1.51
3.02
30.22
model-npz/InceptionV3_optsgd_s100_e10_b64_lr0001_1873.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
42
8.4
100
38.29
48
40.24
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e10_b64_lr0001_2883
100
299
299
3
10
sgd
10
64
0.0001
2.15.1
12.2
1.51
3.03
30.34
model-npz/InceptionV3_optsgd_s100_e10_b64_lr00001_2758.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
8.74
100
37.8
50
40.46
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b1_lr01_2379
1,000
299
299
3
10
sgd
1
1
0.01
2.15.1
12.2
0.04
43.91
43.96
model-npz/InceptionV3_optsgd_s1000_e1_b1_lr001_3380.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.47
100
30.65
39
36.69
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b1_lr001_2150
1,000
299
299
3
10
sgd
1
1
0.001
2.15.1
12.2
0.04
43.82
43.86
model-npz/InceptionV3_optsgd_s1000_e1_b1_lr0001_3032.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.57
100
30.42
36
35.16
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b1_lr0001_5999
1,000
299
299
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.04
44.24
44.26
model-npz/InceptionV3_optsgd_s1000_e1_b1_lr00001_6450.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
2.52
100
30.97
36
34.98
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b2_lr01_1243
1,000
299
299
3
10
sgd
1
2
0.01
2.15.1
12.2
0.06
31.12
31.14
model-npz/InceptionV3_optsgd_s1000_e1_b2_lr001_2587.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
2.36
100
26.08
37
34.9
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b2_lr001_2200
1,000
299
299
3
10
sgd
1
2
0.001
2.15.1
12.2
0.06
31.46
31.49
model-npz/InceptionV3_optsgd_s1000_e1_b2_lr0001_3061.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
2.33
100
26.56
37
34.99
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b2_lr0001_2151
1,000
299
299
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.06
31.89
31.91
model-npz/InceptionV3_optsgd_s1000_e1_b2_lr00001_1966.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
2.36
100
26.85
37
34.82
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b4_lr01_3247
1,000
299
299
3
10
sgd
1
4
0.01
2.15.1
12.2
0.1
24.92
24.95
model-npz/InceptionV3_optsgd_s1000_e1_b4_lr001_1191.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
2.74
100
24.61
38
34.69
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b4_lr001_1085
1,000
299
299
3
10
sgd
1
4
0.001
2.15.1
12.2
0.1
25.31
25.33
model-npz/InceptionV3_optsgd_s1000_e1_b4_lr0001_2524.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
2.83
100
23.59
38
34.41
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b4_lr0001_2615
1,000
299
299
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.1
24.8
24.82
model-npz/InceptionV3_optsgd_s1000_e1_b4_lr00001_2064.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
2.53
100
23.75
38
34.43
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b8_lr01_2810
1,000
299
299
3
10
sgd
1
8
0.01
2.15.1
12.2
0.18
22.3
22.33
model-npz/InceptionV3_optsgd_s1000_e1_b8_lr001_2128.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
3.39
100
22.6
39
34.51
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b8_lr001_5959
1,000
299
299
3
10
sgd
1
8
0.001
2.15.1
12.2
0.18
22.25
22.27
model-npz/InceptionV3_optsgd_s1000_e1_b8_lr0001_9955.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
3.73
100
25.78
40
34.65
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b8_lr0001_9050
1,000
299
299
3
10
sgd
1
8
0.0001
2.15.1
12.2
0.18
22.54
22.57
model-npz/InceptionV3_optsgd_s1000_e1_b8_lr00001_2399.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
2.86
100
21.14
41
35.03
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b16_lr01_9334
1,000
299
299
3
10
sgd
1
16
0.01
2.15.1
12.2
0.4
25.52
25.55
model-npz/InceptionV3_optsgd_s1000_e1_b16_lr001_3041.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
4.71
100
27.26
42
35.97
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b16_lr001_4244
1,000
299
299
3
10
sgd
1
16
0.001
2.15.1
12.2
0.41
25.71
25.74
model-npz/InceptionV3_optsgd_s1000_e1_b16_lr0001_4981.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
5.11
100
29.32
43
36.17
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b16_lr0001_2770
1,000
299
299
3
10
sgd
1
16
0.0001
2.15.1
12.2
0.4
25.16
25.2
model-npz/InceptionV3_optsgd_s1000_e1_b16_lr00001_2490.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
4.69
100
27.2
43
36.39
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b32_lr01_1211
1,000
299
299
3
10
sgd
1
32
0.01
2.15.1
12.2
0.82
26.34
26.38
model-npz/InceptionV3_optsgd_s1000_e1_b32_lr001_1362.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
37
6.09
100
31.47
45
37.02
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b32_lr001_3210
1,000
299
299
3
10
sgd
1
32
0.001
2.15.1
12.2
0.82
26.14
26.17
model-npz/InceptionV3_optsgd_s1000_e1_b32_lr0001_1452.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
36
5.81
100
30.19
45
37.24
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b32_lr0001_4733
1,000
299
299
3
10
sgd
1
32
0.0001
2.15.1
12.2
0.82
26.21
26.23
model-npz/InceptionV3_optsgd_s1000_e1_b32_lr00001_9816.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
5.92
100
30.77
45
37.33
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b64_lr01_9854
1,000
299
299
3
10
sgd
1
64
0.01
2.15.1
12.2
1.89
30.3
30.33
model-npz/InceptionV3_optsgd_s1000_e1_b64_lr001_3144.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
9.15
100
40.3
50
39.28
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b64_lr001_3224
1,000
299
299
3
10
sgd
1
64
0.001
2.15.1
12.2
1.89
30.32
30.34
model-npz/InceptionV3_optsgd_s1000_e1_b64_lr0001_2127.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
45
8.9
100
38.35
49
39.97
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e1_b64_lr0001_1577
1,000
299
299
3
10
sgd
1
64
0.0001
2.15.1
12.2
1.88
30.13
30.15
model-npz/InceptionV3_optsgd_s1000_e1_b64_lr00001_2644.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
9.04
100
39.74
51
40.44
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b1_lr01_1912
1,000
299
299
3
10
sgd
2
1
0.01
2.15.1
12.2
0.03
35.15
70.32
model-npz/InceptionV3_optsgd_s1000_e2_b1_lr001_2509.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
3.06
100
36.94
39
36.75
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b1_lr001_7007
1,000
299
299
3
10
sgd
2
1
0.001
2.15.1
12.2
0.03
35.76
71.57
model-npz/InceptionV3_optsgd_s1000_e2_b1_lr0001_1154.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
3.03
100
36.26
37
35.69
InceptionV3_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b1_lr0001_2293
1,000
299
299
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.03
35.45
70.92
model-npz/InceptionV3_optsgd_s1000_e2_b1_lr00001_1940.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
3
100
36.58
37
35.92