Datasets:

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
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr01_3202
10
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
12.82
38.47
76.97
model-npz/ResNet152_optadam_s10_e2_b4_lr001_5110.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.43
63
3.32
28
25.12
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr001_3211
10
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
12.74
38.22
76.49
model-npz/ResNet152_optadam_s10_e2_b4_lr0001_2427.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.37
69
2.96
28
25.1
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr0001_3922
10
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
12.71
38.14
76.31
model-npz/ResNet152_optadam_s10_e2_b4_lr00001_2684.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.31
62
2.35
28
25.13
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr01_2084
10
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
19.37
38.75
77.52
model-npz/ResNet152_optadam_s10_e2_b8_lr001_1616.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
0.4
59
2.87
28
25.14
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr001_7033
10
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
19.26
38.52
77.07
model-npz/ResNet152_optadam_s10_e2_b8_lr0001_3577.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
0.35
60
2.35
28
25.2
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr0001_1020
10
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
19.15
38.31
76.64
model-npz/ResNet152_optadam_s10_e2_b8_lr00001_1362.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
0.39
62
2.54
28
25.18
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr01_2256
10
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
1.56
15.62
78.12
model-npz/ResNet152_optadam_s10_e5_b1_lr001_1905.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.3
49
3.13
27
25.16
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr001_4161
10
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
1.55
15.52
77.63
model-npz/ResNet152_optadam_s10_e5_b1_lr0001_1950.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.23
55
2.43
27
25.15
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr0001_2141
10
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
1.54
15.39
76.97
model-npz/ResNet152_optadam_s10_e5_b1_lr00001_6123.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.25
58
2.73
28
25.15
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr01_3131
10
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
3.02
15.08
75.45
model-npz/ResNet152_optadam_s10_e5_b2_lr001_2358.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.21
52
1.94
28
25.11
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr001_3850
10
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
3.07
15.36
76.82
model-npz/ResNet152_optadam_s10_e5_b2_lr0001_1745.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.24
47
2.07
28
25.13
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr0001_2379
10
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
3.01
15.06
75.35
model-npz/ResNet152_optadam_s10_e5_b2_lr00001_2449.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.22
57
2.04
28
25.13
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr01_7987
10
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
5.22
15.66
78.34
model-npz/ResNet152_optadam_s10_e5_b4_lr001_3067.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.36
67
3.01
29
25.15
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr001_3437
10
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
5.15
15.45
77.28
model-npz/ResNet152_optadam_s10_e5_b4_lr0001_9699.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.38
64
3.16
28
25.21
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr0001_2092
10
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
5.18
15.54
77.73
model-npz/ResNet152_optadam_s10_e5_b4_lr00001_3201.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.36
62
3.02
29
25.21
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr01_1291
10
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
7.76
15.53
77.71
model-npz/ResNet152_optadam_s10_e5_b8_lr001_2622.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.36
61
2.55
29
25.22
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr001_2126
10
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
7.7
15.4
77.1
model-npz/ResNet152_optadam_s10_e5_b8_lr0001_1021.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
0.48
67
3.45
29
25.26
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr0001_3042
10
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
7.81
15.63
78.16
model-npz/ResNet152_optadam_s10_e5_b8_lr00001_2889.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
0.51
60
3.36
28
25.22
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr01_6985
10
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.81
8.12
81.28
model-npz/ResNet152_optadam_s10_e10_b1_lr001_1402.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.35
52
4.13
28
25.26
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr001_1014
10
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.82
8.18
81.89
model-npz/ResNet152_optadam_s10_e10_b1_lr0001_1204.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.38
52
4.32
28
25.27
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr0001_4776
10
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.81
8.15
81.54
model-npz/ResNet152_optadam_s10_e10_b1_lr00001_3229.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.4
52
4.62
28
25.31
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr01_1040
10
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
1.55
7.75
77.58
model-npz/ResNet152_optadam_s10_e10_b2_lr001_1943.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.33
50
3.12
28
25.24
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr001_8413
10
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
1.56
7.8
78.02
model-npz/ResNet152_optadam_s10_e10_b2_lr0001_1635.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.34
49
3.24
28
25.22
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr0001_1547
10
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
1.54
7.71
77.11
model-npz/ResNet152_optadam_s10_e10_b2_lr00001_8068.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.29
53
2.86
28
25.25
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr01_2643
10
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
2.61
7.83
78.34
model-npz/ResNet152_optadam_s10_e10_b4_lr001_4438.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.39
60
3.08
29
25.27
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr001_3089
10
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
2.64
7.94
79.42
model-npz/ResNet152_optadam_s10_e10_b4_lr0001_1895.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.42
69
3.33
29
25.27
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr0001_9356
10
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
2.59
7.79
77.94
model-npz/ResNet152_optadam_s10_e10_b4_lr00001_2701.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.4
61
3.45
29
25.3
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr01_2474
10
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
3.9
7.81
78.16
model-npz/ResNet152_optadam_s10_e10_b8_lr001_3022.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
0.45
61
3.16
29
25.25
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr001_1878
10
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
3.88
7.76
77.65
model-npz/ResNet152_optadam_s10_e10_b8_lr0001_2242.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
0.47
61
3.23
29
25.28
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr0001_3374
10
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
3.86
7.73
77.37
model-npz/ResNet152_optadam_s10_e10_b8_lr00001_1696.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.44
63
3.26
29
25.31
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr01_3273
100
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
0.81
81.51
81.56
model-npz/ResNet152_optadam_s100_e1_b1_lr001_9866.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.35
53
4.1
28
25.3
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr001_2463
100
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
0.81
81.46
81.48
model-npz/ResNet152_optadam_s100_e1_b1_lr0001_4862.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.38
59
4.35
28
25.3
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr0001_7030
100
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
0.81
80.71
80.74
model-npz/ResNet152_optadam_s100_e1_b1_lr00001_1092.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.37
45
4.22
28
25.29
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr01_3825
100
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
1.55
77.47
77.49
model-npz/ResNet152_optadam_s100_e1_b2_lr001_1568.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.28
53
2.87
28
25.22
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr001_1432
100
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
1.55
77.57
77.6
model-npz/ResNet152_optadam_s100_e1_b2_lr0001_2928.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.25
53
2.69
28
25.2
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr0001_6286
100
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
1.56
78.31
78.33
model-npz/ResNet152_optadam_s100_e1_b2_lr00001_2344.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.26
52
2.67
28
25.21
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr01_1540
100
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
3.03
75.75
75.77
model-npz/ResNet152_optadam_s100_e1_b4_lr001_1076.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.27
54
2.17
29
25.15
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr001_3219
100
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
3.04
76.13
76.17
model-npz/ResNet152_optadam_s100_e1_b4_lr0001_1142.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.28
57
2.23
29
25.18
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr0001_1585
100
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
3.02
75.44
75.46
model-npz/ResNet152_optadam_s100_e1_b4_lr00001_2790.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.33
52
2.63
29
25.17
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr01_5304
100
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
6.02
78.26
78.29
model-npz/ResNet152_optadam_s100_e1_b8_lr001_2441.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
0.56
71
3.7
29
25.27
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr001_1782
100
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
6
77.96
77.99
model-npz/ResNet152_optadam_s100_e1_b8_lr0001_1540.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
0.48
61
3.23
29
25.27
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr0001_1311
100
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
5.91
76.82
76.85
model-npz/ResNet152_optadam_s100_e1_b8_lr00001_1497.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
0.6
69
3.97
30
25.3
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr01_1197
100
224
224
3
10
adam
1
16
0.01
2.15.1
12.2
11.1
77.72
77.74
model-npz/ResNet152_optadam_s100_e1_b16_lr001_4920.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
0.61
75
3.65
30
25.36
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr001_4596
100
224
224
3
10
adam
1
16
0.001
2.15.1
12.2
11.04
77.28
77.31
model-npz/ResNet152_optadam_s100_e1_b16_lr0001_2638.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
19
0.66
66
3.61
30
25.38
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr0001_7089
100
224
224
3
10
adam
1
16
0.0001
2.15.1
12.2
11.03
77.26
77.28
model-npz/ResNet152_optadam_s100_e1_b16_lr00001_2681.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
17
0.64
68
3.42
29
25.37
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr01_2156
100
224
224
3
10
adam
1
32
0.01
2.15.1
12.2
19.38
77.52
77.57
model-npz/ResNet152_optadam_s100_e1_b32_lr001_2943.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
16
0.7
72
3.28
31
25.48
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr001_9810
100
224
224
3
10
adam
1
32
0.001
2.15.1
12.2
19.52
78.08
78.11
model-npz/ResNet152_optadam_s100_e1_b32_lr0001_1357.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
0.98
72
4.42
30
25.44
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr0001_1340
100
224
224
3
10
adam
1
32
0.0001
2.15.1
12.2
19.45
77.81
77.83
model-npz/ResNet152_optadam_s100_e1_b32_lr00001_3516.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
31
1.05
77
4.39
31
25.48
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr01_2218
100
224
224
3
10
adam
1
64
0.01
2.15.1
12.2
39.55
79.11
79.14
model-npz/ResNet152_optadam_s100_e1_b64_lr001_3257.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
48
1.8
82
5.51
35
25.95
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr001_2165
100
224
224
3
10
adam
1
64
0.001
2.15.1
12.2
39.8
79.61
79.68
model-npz/ResNet152_optadam_s100_e1_b64_lr0001_4036.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
1.79
84
5.74
36
26.39
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr0001_2894
100
224
224
3
10
adam
1
64
0.0001
2.15.1
12.2
39.58
79.16
79.19
model-npz/ResNet152_optadam_s100_e1_b64_lr00001_1201.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
33
1.79
88
5.74
36
26.42
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr01_8507
100
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.44
44.33
88.69
model-npz/ResNet152_optadam_s100_e2_b1_lr001_3178.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.6
43
7.25
28
25.84
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr001_1178
100
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.44
44.49
89
model-npz/ResNet152_optadam_s100_e2_b1_lr0001_2805.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.58
58
6.79
28
25.69
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr0001_3200
100
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.44
44.17
88.37
model-npz/ResNet152_optadam_s100_e2_b1_lr00001_3026.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.65
56
7.2
28
25.71
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr01_1007
100
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.81
40.54
81.1
model-npz/ResNet152_optadam_s100_e2_b2_lr001_6962.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.52
57
5.35
28
25.57
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_1707
100
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.82
40.82
81.7
model-npz/ResNet152_optadam_s100_e2_b2_lr0001_9875.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.46
48
4.73
28
25.35
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_1821
100
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.83
41.5
83.02
model-npz/ResNet152_optadam_s100_e2_b2_lr00001_1688.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.45
51
4.55
29
25.34
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr01_3389
100
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
1.54
38.52
77.1
model-npz/ResNet152_optadam_s100_e2_b4_lr001_2603.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.49
59
4.01
29
25.39
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr001_2226
100
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
1.55
38.84
77.71
model-npz/ResNet152_optadam_s100_e2_b4_lr0001_3269.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.47
58
3.66
29
25.27
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr0001_2554
100
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
1.56
38.92
77.87
model-npz/ResNet152_optadam_s100_e2_b4_lr00001_4651.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.39
54
3.26
29
25.27
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr01_8463
100
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
3.05
39.62
79.27
model-npz/ResNet152_optadam_s100_e2_b8_lr001_1475.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.6
69
3.99
30
25.35
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr001_3384
100
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
3.05
39.65
79.35
model-npz/ResNet152_optadam_s100_e2_b8_lr0001_2368.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
0.66
68
4.47
30
25.4
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr0001_1041
100
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
3.03
39.43
78.91
model-npz/ResNet152_optadam_s100_e2_b8_lr00001_2814.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
0.71
71
4.5
31
25.37
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr01_1310
100
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
5.6
39.24
78.53
model-npz/ResNet152_optadam_s100_e2_b16_lr001_1001.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
22
0.83
74
4.49
32
25.46
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr001_1707
100
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
5.61
39.27
78.58
model-npz/ResNet152_optadam_s100_e2_b16_lr0001_1279.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
0.69
69
3.87
31
25.55
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr0001_1389
100
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
5.51
38.59
77.21
model-npz/ResNet152_optadam_s100_e2_b16_lr00001_2427.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
0.68
78
3.62
32
25.56
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr01_7454
100
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
9.68
38.73
77.49
model-npz/ResNet152_optadam_s100_e2_b32_lr001_4685.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
1.02
92
4.25
32
25.69
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr001_3397
100
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
9.64
38.56
77.15
model-npz/ResNet152_optadam_s100_e2_b32_lr0001_3397.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
26
1.06
74
4.05
32
25.75
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr0001_3192
100
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
9.72
38.87
77.77
model-npz/ResNet152_optadam_s100_e2_b32_lr00001_1093.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
1
85
3.88
32
25.73
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr01_1185
100
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
19.87
39.75
79.53
model-npz/ResNet152_optadam_s100_e2_b64_lr001_4836.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
53
2.18
96
6.46
37
26.23
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr001_2830
100
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
19.94
39.89
79.81
model-npz/ResNet152_optadam_s100_e2_b64_lr0001_3151.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
53
2.05
94
6.24
37
26.61
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr0001_2031
100
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
19.93
39.87
79.77
model-npz/ResNet152_optadam_s100_e2_b64_lr00001_3333.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
41
1.78
89
5.76
36
26.62
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr01_3232
100
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.22
21.95
109.77
model-npz/ResNet152_optadam_s100_e5_b1_lr001_1533.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.11
46
13.26
29
26.5
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr001_1634
100
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.22
22.14
110.75
model-npz/ResNet152_optadam_s100_e5_b1_lr0001_1080.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.1
47
13.15
29
26.52
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr0001_6621
100
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.22
21.96
109.81
model-npz/ResNet152_optadam_s100_e5_b1_lr00001_4828.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.15
51
13.15
29
26.58
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr01_1122
100
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.37
18.32
91.62
model-npz/ResNet152_optadam_s100_e5_b2_lr001_2150.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.82
51
9.17
29
26.26
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr001_2572
100
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.37
18.48
92.41
model-npz/ResNet152_optadam_s100_e5_b2_lr0001_3279.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.84
58
9.19
29
26.21
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr0001_3991
100
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.37
18.45
92.32
model-npz/ResNet152_optadam_s100_e5_b2_lr00001_9679.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
0.81
52
9.16
29
26.09
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_1322
100
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.66
16.63
83.16
model-npz/ResNet152_optadam_s100_e5_b4_lr001_9924.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.69
55
5.98
30
25.9
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_2467
100
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.67
16.67
83.38
model-npz/ResNet152_optadam_s100_e5_b4_lr0001_1636.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
0.7
58
5.81
30
25.77
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_5159
100
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.66
16.65
83.28
model-npz/ResNet152_optadam_s100_e5_b4_lr00001_2112.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
0.81
54
6.72
30
25.8
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr01_2543
100
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
1.26
16.37
81.89
model-npz/ResNet152_optadam_s100_e5_b8_lr001_1019.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
0.89
67
5.42
31
25.87
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr001_8392
100
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
1.26
16.42
82.14
model-npz/ResNet152_optadam_s100_e5_b8_lr0001_6002.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
0.91
72
5.8
31
25.82
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr0001_1649
100
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
1.26
16.35
81.77
model-npz/ResNet152_optadam_s100_e5_b8_lr00001_3265.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
0.92
70
5.73
32
25.93
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr01_4544
100
224
224
3
10
adam
5
16
0.01
2.15.1
12.2
2.28
15.98
79.94
model-npz/ResNet152_optadam_s100_e5_b16_lr001_2590.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
1.07
78
4.98
33
25.98
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr001_3246
100
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
2.28
15.95
79.81
model-npz/ResNet152_optadam_s100_e5_b16_lr0001_2056.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
21
1.02
77
4.72
33
25.88
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr0001_2787
100
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
2.27
15.87
79.4
model-npz/ResNet152_optadam_s100_e5_b16_lr00001_1865.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
18
1.01
70
4.99
33
25.97
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr01_1213
100
224
224
3
10
adam
5
32
0.01
2.15.1
12.2
4
16
80.05
model-npz/ResNet152_optadam_s100_e5_b32_lr001_4030.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
1.45
91
5.32
35
25.86
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr001_1219
100
224
224
3
10
adam
5
32
0.001
2.15.1
12.2
3.96
15.84
79.21
model-npz/ResNet152_optadam_s100_e5_b32_lr0001_2498.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
35
1.46
86
5.42
36
26.01
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr0001_3332
100
224
224
3
10
adam
5
32
0.0001
2.15.1
12.2
3.96
15.85
79.3
model-npz/ResNet152_optadam_s100_e5_b32_lr00001_4875.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
40
1.51
92
5.32
35
25.96
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr01_2166
100
224
224
3
10
adam
5
64
0.01
2.15.1
12.2
8.11
16.22
81.13
model-npz/ResNet152_optadam_s100_e5_b64_lr001_2021.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
53
2.59
95
7.09
39
26.56
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr001_5682
100
224
224
3
10
adam
5
64
0.001
2.15.1
12.2
8.06
16.12
80.65
model-npz/ResNet152_optadam_s100_e5_b64_lr0001_1269.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
46
2.11
90
6.58
39
26.83
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr0001_2695
100
224
224
3
10
adam
5
64
0.0001
2.15.1
12.2
8.01
16.03
80.2
model-npz/ResNet152_optadam_s100_e5_b64_lr00001_3245.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
43
2.53
90
7.72
38
26.86
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr01_1325
100
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.15
14.67
146.73
model-npz/ResNet152_optadam_s100_e10_b1_lr001_2731.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
1.65
45
19.88
29
27.15
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr001_2024
100
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.15
14.67
146.7
model-npz/ResNet152_optadam_s100_e10_b1_lr0001_6755.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.59
51
19.43
29
27.18
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr0001_3343
100
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.14
14.46
144.61
model-npz/ResNet152_optadam_s100_e10_b1_lr00001_1098.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.72
54
20.03
29
27.17
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr01_6943
100
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.22
10.98
109.88
model-npz/ResNet152_optadam_s100_e10_b2_lr001_2435.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.28
53
14.71
30
26.79
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr001_6959
100
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.22
11.13
111.38
model-npz/ResNet152_optadam_s100_e10_b2_lr0001_1376.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
1.29
53
14.48
30
26.78
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr0001_1596
100
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.22
11
110.08
model-npz/ResNet152_optadam_s100_e10_b2_lr00001_1122.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
1.26
49
14.56
30
26.71
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_2203
100
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.37
9.36
93.66
model-npz/ResNet152_optadam_s100_e10_b4_lr001_3037.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1.18
54
10.19
31
26.63