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
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr01_1233
100
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
0.47
23.31
23.33
model-npz/EfficientNetB0_optsgd_s100_e1_b2_lr001_3258.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.29
100
7.48
33
32.12
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr01_1092
100
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
0.46
22.81
22.83
model-npz/EfficientNetB0_optsgd_s100_e1_b2_lr001_3164.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.28
100
7.7
31
29.21
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr001_1749
100
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
0.47
23.44
23.46
model-npz/EfficientNetB0_optsgd_s100_e1_b2_lr0001_2532.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.22
100
6.07
33
32.02
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr001_1895
100
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
0.46
23.18
23.2
model-npz/EfficientNetB0_optsgd_s100_e1_b2_lr0001_2614.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.31
100
8.6
30
29.18
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr0001_2446
100
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.46
23.2
23.22
model-npz/EfficientNetB0_optsgd_s100_e1_b2_lr00001_1817.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.27
100
7.49
33
31.58
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr0001_1220
100
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.46
22.84
22.86
model-npz/EfficientNetB0_optsgd_s100_e1_b2_lr00001_5609.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.26
100
7.43
31
29.2
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr01_1975
100
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
0.89
22.34
22.36
model-npz/EfficientNetB0_optsgd_s100_e1_b4_lr001_2997.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.32
100
6.02
33
31.17
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr01_2417
100
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
0.92
23.04
23.06
model-npz/EfficientNetB0_optsgd_s100_e1_b4_lr001_1821.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.25
100
6.49
30
29.13
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr001_8698
100
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
0.91
22.83
22.87
model-npz/EfficientNetB0_optsgd_s100_e1_b4_lr0001_1445.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.3
100
6.83
33
31.17
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr001_2145
100
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
0.95
23.72
23.75
model-npz/EfficientNetB0_optsgd_s100_e1_b4_lr0001_2401.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.29
100
6.69
31
29.18
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr0001_3072
100
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.98
24.46
24.49
model-npz/EfficientNetB0_optsgd_s100_e1_b4_lr00001_1380.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.27
100
6.49
33
31.35
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr0001_2485
100
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.91
22.69
22.71
model-npz/EfficientNetB0_optsgd_s100_e1_b4_lr00001_1763.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.26
100
5.83
31
29.11
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr01_2068
100
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
1.78
23.09
23.12
model-npz/EfficientNetB0_optsgd_s100_e1_b8_lr001_2738.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.33
100
6.47
34
31.18
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr01_3223
100
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
1.78
23.12
23.15
model-npz/EfficientNetB0_optsgd_s100_e1_b8_lr001_3309.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
0.41
100
7.09
31
29.17
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr001_8227
100
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
1.74
22.59
22.63
model-npz/EfficientNetB0_optsgd_s100_e1_b8_lr0001_1942.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
0.4
100
7.13
33
31.57
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr001_1394
100
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
1.78
23.15
23.17
model-npz/EfficientNetB0_optsgd_s100_e1_b8_lr0001_2620.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.31
100
6.42
30
29.13
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr0001_2229
100
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
1.78
23.19
23.21
model-npz/EfficientNetB0_optsgd_s100_e1_b8_lr00001_3074.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
0.38
100
6.93
32
31.2
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr0001_4126
100
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
1.76
22.91
22.94
model-npz/EfficientNetB0_optsgd_s100_e1_b8_lr00001_2790.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.22
100
5.96
30
29.15
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr01_1524
100
224
224
3
10
sgd
1
16
0.01
2.15.1
12.2
3.28
22.96
22.99
model-npz/EfficientNetB0_optsgd_s100_e1_b16_lr001_3427.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
0.5
100
6.93
32
31.15
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr01_1331
100
224
224
3
10
sgd
1
16
0.01
2.15.1
12.2
3.29
23.01
23.03
model-npz/EfficientNetB0_optsgd_s100_e1_b16_lr001_3164.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.18
100
4.55
29
28.96
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr001_8180
100
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
3.23
22.61
22.63
model-npz/EfficientNetB0_optsgd_s100_e1_b16_lr0001_6062.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
0.54
100
7.19
32
31.19
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr001_2377
100
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
3.28
23
23.03
model-npz/EfficientNetB0_optsgd_s100_e1_b16_lr0001_3228.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
0.33
100
5.39
30
29
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr0001_1785
100
224
224
3
10
sgd
1
16
0.0001
2.15.1
12.2
3.28
23
23.02
model-npz/EfficientNetB0_optsgd_s100_e1_b16_lr00001_2848.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.22
100
5.94
33
31.19
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr0001_5812
100
224
224
3
10
sgd
1
16
0.0001
2.15.1
12.2
3.27
22.88
22.93
model-npz/EfficientNetB0_optsgd_s100_e1_b16_lr00001_2023.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.2
100
5.93
29
28.47
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr01_5124
100
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
5.7
22.83
22.85
model-npz/EfficientNetB0_optsgd_s100_e1_b32_lr001_2039.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
0.56
100
5.61
33
31.15
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr01_2128
100
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
5.68
22.73
22.75
model-npz/EfficientNetB0_optsgd_s100_e1_b32_lr001_3338.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
0.6
100
6.42
29
28.3
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr001_2028
100
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
5.7
22.8
22.82
model-npz/EfficientNetB0_optsgd_s100_e1_b32_lr0001_7799.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.28
100
6.85
33
31.26
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr001_4675
100
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
5.72
22.89
22.91
model-npz/EfficientNetB0_optsgd_s100_e1_b32_lr0001_2331.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.27
100
6.07
30
28.22
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr0001_2241
100
224
224
3
10
sgd
1
32
0.0001
2.15.1
12.2
5.69
22.78
22.82
model-npz/EfficientNetB0_optsgd_s100_e1_b32_lr00001_2448.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
24
0.67
100
7.44
33
31.19
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr0001_1723
100
224
224
3
10
sgd
1
32
0.0001
2.15.1
12.2
5.86
23.45
23.49
model-npz/EfficientNetB0_optsgd_s100_e1_b32_lr00001_1887.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.52
100
6.78
30
28.94
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr01_4509
100
224
224
3
10
sgd
1
64
0.01
2.15.1
12.2
11.49
23
23.02
model-npz/EfficientNetB0_optsgd_s100_e1_b64_lr001_2721.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.31
100
6.83
35
31.26
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr01_3197
100
224
224
3
10
sgd
1
64
0.01
2.15.1
12.2
11.42
22.85
22.87
model-npz/EfficientNetB0_optsgd_s100_e1_b64_lr001_1887.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.47
100
7.11
30
28.98
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr001_3060
100
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
11.23
22.47
22.49
model-npz/EfficientNetB0_optsgd_s100_e1_b64_lr0001_2089.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.46
100
5.98
33
31.41
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr001_1605
100
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
11.51
23.02
23.05
model-npz/EfficientNetB0_optsgd_s100_e1_b64_lr0001_2458.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.48
100
6.5
32
29.09
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr0001_8637
100
224
224
3
10
sgd
1
64
0.0001
2.15.1
12.2
11.48
22.96
22.99
model-npz/EfficientNetB0_optsgd_s100_e1_b64_lr00001_2668.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.43
100
6.85
34
31.22
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr0001_3449
100
224
224
3
10
sgd
1
64
0.0001
2.15.1
12.2
11.2
22.41
22.44
model-npz/EfficientNetB0_optsgd_s100_e1_b64_lr00001_2351.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.6
100
7.44
29
28.89
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr01_2373
100
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.13
13.24
26.51
model-npz/EfficientNetB0_optsgd_s100_e2_b1_lr001_2648.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.46
100
11.97
33
31.34
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr01_3255
100
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.13
13.27
26.57
model-npz/EfficientNetB0_optsgd_s100_e2_b1_lr001_2855.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.4
100
10.15
30
28.47
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr001_6237
100
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.13
13.2
26.42
model-npz/EfficientNetB0_optsgd_s100_e2_b1_lr0001_3359.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.41
100
10.46
33
31.39
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr001_1420
100
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.13
13.2
26.42
model-npz/EfficientNetB0_optsgd_s100_e2_b1_lr0001_2857.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.39
100
10.08
30
28.92
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr0001_7608
100
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.13
13.34
26.7
model-npz/EfficientNetB0_optsgd_s100_e2_b1_lr00001_7070.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.4
100
10.26
33
31.37
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr0001_2337
100
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.13
13.14
26.3
model-npz/EfficientNetB0_optsgd_s100_e2_b1_lr00001_1192.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.35
100
8.81
30
28.92
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr01_2075
100
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.24
12.16
24.34
model-npz/EfficientNetB0_optsgd_s100_e2_b2_lr001_2415.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.36
100
8.41
33
31.23
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr01_1688
100
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.24
12.26
24.54
model-npz/EfficientNetB0_optsgd_s100_e2_b2_lr001_2884.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.37
100
9.21
31
29.09
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr001_7574
100
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.24
12.04
24.11
model-npz/EfficientNetB0_optsgd_s100_e2_b2_lr0001_2091.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.32
100
8.25
33
31.26
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr001_7062
100
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.24
12.1
24.23
model-npz/EfficientNetB0_optsgd_s100_e2_b2_lr0001_3031.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.36
100
9.29
31
29.18
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr0001_1738
100
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.24
11.91
23.84
model-npz/EfficientNetB0_optsgd_s100_e2_b2_lr00001_5559.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.38
100
9.29
33
31.32
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr0001_1724
100
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.24
12.15
24.33
model-npz/EfficientNetB0_optsgd_s100_e2_b2_lr00001_2369.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.37
100
9.18
31
28.77
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr01_1752
100
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
0.5
12.48
24.99
model-npz/EfficientNetB0_optsgd_s100_e2_b4_lr001_1219.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.44
100
7.98
34
31.21
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr01_1108
100
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
0.46
11.62
23.27
model-npz/EfficientNetB0_optsgd_s100_e2_b4_lr001_2123.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.44
100
7.2
31
28.26
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr001_1992
100
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
0.46
11.4
22.82
model-npz/EfficientNetB0_optsgd_s100_e2_b4_lr0001_1596.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.41
100
6.46
34
31.24
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr001_7977
100
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
0.47
11.76
23.55
model-npz/EfficientNetB0_optsgd_s100_e2_b4_lr0001_9749.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.48
100
8.27
31
28.25
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr0001_3375
100
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.46
11.42
22.85
model-npz/EfficientNetB0_optsgd_s100_e2_b4_lr00001_2473.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.45
100
8.4
34
31.24
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr0001_3161
100
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.46
11.57
23.16
model-npz/EfficientNetB0_optsgd_s100_e2_b4_lr00001_2685.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.45
100
8.49
31
28.35
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr01_2562
100
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
0.91
11.78
23.6
model-npz/EfficientNetB0_optsgd_s100_e2_b8_lr001_2367.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
0.48
100
7.46
34
31.2
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr01_2597
100
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
0.9
11.72
23.46
model-npz/EfficientNetB0_optsgd_s100_e2_b8_lr001_2696.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
0.49
100
6.85
32
28.27
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr001_3210
100
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
0.89
11.58
23.18
model-npz/EfficientNetB0_optsgd_s100_e2_b8_lr0001_2867.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
0.49
100
7.47
35
31.24
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr001_1232
100
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
0.91
11.89
23.81
model-npz/EfficientNetB0_optsgd_s100_e2_b8_lr0001_2635.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
0.38
100
6.95
32
28.42
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr0001_9292
100
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
0.89
11.6
23.23
model-npz/EfficientNetB0_optsgd_s100_e2_b8_lr00001_2150.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
0.41
100
7.04
34
31.22
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr0001_9910
100
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
0.91
11.81
23.64
model-npz/EfficientNetB0_optsgd_s100_e2_b8_lr00001_1371.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
0.48
100
7.46
31
28.41
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr01_3016
100
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
1.66
11.61
23.24
model-npz/EfficientNetB0_optsgd_s100_e2_b16_lr001_4827.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
0.55
100
5.96
35
31.22
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr01_2621
100
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
1.65
11.56
23.15
model-npz/EfficientNetB0_optsgd_s100_e2_b16_lr001_2631.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
15
0.44
100
6.11
31
28.54
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr001_9148
100
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
1.66
11.6
23.23
model-npz/EfficientNetB0_optsgd_s100_e2_b16_lr0001_1849.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
0.7
100
7.35
35
31.2
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr001_2086
100
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
1.65
11.57
23.17
model-npz/EfficientNetB0_optsgd_s100_e2_b16_lr0001_2129.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
0.51
100
6.85
33
29.04
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr0001_2786
100
224
224
3
10
sgd
2
16
0.0001
2.15.1
12.2
1.64
11.49
23.01
model-npz/EfficientNetB0_optsgd_s100_e2_b16_lr00001_1301.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
0.61
100
8.46
35
31.35
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr0001_3252
100
224
224
3
10
sgd
2
16
0.0001
2.15.1
12.2
1.61
11.29
22.63
model-npz/EfficientNetB0_optsgd_s100_e2_b16_lr00001_1995.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
0.49
100
7.04
31
29.15
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr01_2405
100
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
2.86
11.46
22.95
model-npz/EfficientNetB0_optsgd_s100_e2_b32_lr001_2874.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
0.63
100
7.57
33
31.26
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr01_2318
100
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
2.95
11.82
23.66
model-npz/EfficientNetB0_optsgd_s100_e2_b32_lr001_3196.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
32
0.8
100
7.34
31
28.61
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr001_3091
100
224
224
3
10
sgd
2
32
0.001
2.15.1
12.2
2.95
11.8
23.63
model-npz/EfficientNetB0_optsgd_s100_e2_b32_lr0001_6162.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
0.68
100
5.5
33
31.12
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr001_4066
100
224
224
3
10
sgd
2
32
0.001
2.15.1
12.2
2.88
11.53
23.08
model-npz/EfficientNetB0_optsgd_s100_e2_b32_lr0001_2752.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
0.76
100
7.33
31
28.98
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr0001_5059
100
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
2.87
11.48
22.98
model-npz/EfficientNetB0_optsgd_s100_e2_b32_lr00001_5025.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
23
0.69
100
7.09
33
31.2
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr0001_4807
100
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
2.91
11.66
23.37
model-npz/EfficientNetB0_optsgd_s100_e2_b32_lr00001_5774.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
25
0.71
100
7.13
34
28.47
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr01_6072
100
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
5.69
11.39
22.82
model-npz/EfficientNetB0_optsgd_s100_e2_b64_lr001_3103.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
20
0.7
100
7.2
36
31.28
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr01_1228
100
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
5.8
11.61
23.25
model-npz/EfficientNetB0_optsgd_s100_e2_b64_lr001_2891.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
1.15
100
7.87
32
28.46
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr001_2320
100
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
5.78
11.56
23.16
model-npz/EfficientNetB0_optsgd_s100_e2_b64_lr0001_7614.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
0.76
100
7.15
33
31.19
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr001_1124
100
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
5.84
11.68
23.39
model-npz/EfficientNetB0_optsgd_s100_e2_b64_lr0001_2427.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
0.87
100
8.45
34
28.96
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr0001_1949
100
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
5.79
11.58
23.19
model-npz/EfficientNetB0_optsgd_s100_e2_b64_lr00001_1762.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
0.76
100
7.25
33
31.22
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr0001_9798
100
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
5.75
11.51
23.03
model-npz/EfficientNetB0_optsgd_s100_e2_b64_lr00001_2478.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.46
100
8.65
31
28.48
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr01_6077
100
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.07
6.6
33.01
model-npz/EfficientNetB0_optsgd_s100_e5_b1_lr001_2764.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.62
100
13.81
33
31.58
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr01_1004
100
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.07
6.65
33.3
model-npz/EfficientNetB0_optsgd_s100_e5_b1_lr001_2534.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.63
100
14.05
31
28.68
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr001_1332
100
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.07
6.59
32.97
model-npz/EfficientNetB0_optsgd_s100_e5_b1_lr0001_1055.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.63
100
14.29
33
31.62
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr001_2996
100
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.06
6.52
32.62
model-npz/EfficientNetB0_optsgd_s100_e5_b1_lr0001_3313.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.69
100
16.38
31
29.56
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr0001_2749
100
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.07
6.6
33.04
model-npz/EfficientNetB0_optsgd_s100_e5_b1_lr00001_8528.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.67
100
15.47
33
31.71
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr0001_2937
100
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.07
6.64
33.24
model-npz/EfficientNetB0_optsgd_s100_e5_b1_lr00001_1850.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.68
100
15.21
31
29.42
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr01_5513
100
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.11
5.58
27.94
model-npz/EfficientNetB0_optsgd_s100_e5_b2_lr001_2234.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.59
100
13
34
31.53
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr01_2021
100
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.11
5.78
28.94
model-npz/EfficientNetB0_optsgd_s100_e5_b2_lr001_1069.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.62
100
13.2
31
29.28
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr001_2605
100
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.11
5.5
27.55
model-npz/EfficientNetB0_optsgd_s100_e5_b2_lr0001_1412.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.62
100
13.67
33
31.42
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr001_1979
100
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.11
5.47
27.37
model-npz/EfficientNetB0_optsgd_s100_e5_b2_lr0001_1091.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.57
100
11.78
31
28.6
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr0001_6848
100
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.11
5.54
27.7
model-npz/EfficientNetB0_optsgd_s100_e5_b2_lr00001_1738.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.59
100
12.92
33
31.43
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr0001_2062
100
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.11
5.46
27.34
model-npz/EfficientNetB0_optsgd_s100_e5_b2_lr00001_5822.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.61
100
13.31
31
28.76
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr01_1792
100
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
0.2
4.95
24.79
model-npz/EfficientNetB0_optsgd_s100_e5_b4_lr001_1602.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.74
100
10.83
34
31.4
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr01_6882
100
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
0.2
5.02
25.12
model-npz/EfficientNetB0_optsgd_s100_e5_b4_lr001_2711.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.72
100
9.62
32
28.72
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr001_1467
100
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
0.19
4.87
24.39
model-npz/EfficientNetB0_optsgd_s100_e5_b4_lr0001_1274.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.79
100
11.18
34
31.46
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr001_6147
100
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
0.2
4.95
24.79
model-npz/EfficientNetB0_optsgd_s100_e5_b4_lr0001_2300.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.75
100
11.02
32
28.75
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr0001_2359
100
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.2
4.98
24.93
model-npz/EfficientNetB0_optsgd_s100_e5_b4_lr00001_2301.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.77
100
11.02
34
31.47
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr0001_6474
100
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.2
5
25.02
model-npz/EfficientNetB0_optsgd_s100_e5_b4_lr00001_7558.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.71
100
10.56
32
29.25
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr01_5145
100
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
0.37
4.85
24.27
model-npz/EfficientNetB0_optsgd_s100_e5_b8_lr001_8480.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
1.04
100
10.46
35
31.39
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr01_1648
100
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
0.38
4.95
24.79
model-npz/EfficientNetB0_optsgd_s100_e5_b8_lr001_2195.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
0.81
100
8.93
33
29.29
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr001_1281
100
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
0.38
4.89
24.48
model-npz/EfficientNetB0_optsgd_s100_e5_b8_lr0001_2728.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
0.91
100
9.84
35
31.39
EfficientNetB0_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr001_2120
100
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
0.38
4.9
24.56
model-npz/EfficientNetB0_optsgd_s100_e5_b8_lr0001_2089.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
0.93
100
9.03
33
29.29