Datasets:

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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
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epochs
int64
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10
batch
int64
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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
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b16_lr0001_1564
100
299
299
3
10
adam
2
16
0.0001
2.15.1
12.2
2.56
17.94
35.93
model-npz/Xception_optadam_s100_e2_b16_lr00001_5055.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
71
7.55
100
18.27
48
41.57
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b32_lr01_2870
100
299
299
3
10
adam
2
32
0.01
2.15.1
12.2
4.64
18.57
37.17
model-npz/Xception_optadam_s100_e2_b32_lr001_1961.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
68
11.61
100
22.61
49
42.49
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b32_lr001_2232
100
299
299
3
10
adam
2
32
0.001
2.15.1
12.2
4.7
18.83
37.71
model-npz/Xception_optadam_s100_e2_b32_lr0001_3091.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
66
9.92
97
21.69
49
43.01
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b32_lr0001_3354
100
299
299
3
10
adam
2
32
0.0001
2.15.1
12.2
4.64
18.56
37.15
model-npz/Xception_optadam_s100_e2_b32_lr00001_1635.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
72
9.4
99
19.92
49
43.2
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b64_lr01_2068
100
299
299
3
10
adam
2
64
0.01
2.15.1
12.2
11.82
23.66
47.36
model-npz/Xception_optadam_s100_e2_b64_lr001_6548.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
82
16.48
99
35.76
54
45.87
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b64_lr001_2052
100
299
299
3
10
adam
2
64
0.001
2.15.1
12.2
11.76
23.54
47.11
model-npz/Xception_optadam_s100_e2_b64_lr0001_2759.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
77
17.18
100
37.87
55
47.2
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b64_lr0001_1289
100
299
299
3
10
adam
2
64
0.0001
2.15.1
12.2
12.01
24.05
48.14
model-npz/Xception_optadam_s100_e2_b64_lr00001_2398.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
71
16.17
100
34.43
55
47.62
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b1_lr01_3197
100
299
299
3
10
adam
5
1
0.01
2.15.1
12.2
0.1
10.25
51.3
model-npz/Xception_optadam_s100_e5_b1_lr001_3441.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
4.89
100
15.71
49
45.1
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b1_lr001_2483
100
299
299
3
10
adam
5
1
0.001
2.15.1
12.2
0.1
10.05
50.31
model-npz/Xception_optadam_s100_e5_b1_lr0001_1129.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
4.86
58
14.77
46
43.03
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b1_lr0001_3188
100
299
299
3
10
adam
5
1
0.0001
2.15.1
12.2
0.1
10.15
50.81
model-npz/Xception_optadam_s100_e5_b1_lr00001_3329.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
5.32
100
17.17
46
42.3
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b2_lr01_1108
100
299
299
3
10
adam
5
2
0.01
2.15.1
12.2
0.16
7.94
39.77
model-npz/Xception_optadam_s100_e5_b2_lr001_1377.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
4.92
59
15.22
46
41.82
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b2_lr001_8762
100
299
299
3
10
adam
5
2
0.001
2.15.1
12.2
0.16
8.01
40.09
model-npz/Xception_optadam_s100_e5_b2_lr0001_9302.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
5.23
59
15.52
47
41.54
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b2_lr0001_2224
100
299
299
3
10
adam
5
2
0.0001
2.15.1
12.2
0.16
8.03
40.2
model-npz/Xception_optadam_s100_e5_b2_lr00001_4162.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
5.36
84
15.65
47
41.71
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b4_lr01_3894
100
299
299
3
10
adam
5
4
0.01
2.15.1
12.2
0.28
7.05
35.28
model-npz/Xception_optadam_s100_e5_b4_lr001_5822.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
46
5.88
100
16.99
49
41.7
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b4_lr001_4938
100
299
299
3
10
adam
5
4
0.001
2.15.1
12.2
0.28
7.03
35.19
model-npz/Xception_optadam_s100_e5_b4_lr0001_3058.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
6.15
85
16.24
49
41.92
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b4_lr0001_3063
100
299
299
3
10
adam
5
4
0.0001
2.15.1
12.2
0.28
7.02
35.16
model-npz/Xception_optadam_s100_e5_b4_lr00001_9652.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
5.28
91
15.17
49
42.12
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b8_lr01_1828
100
299
299
3
10
adam
5
8
0.01
2.15.1
12.2
0.57
7.43
37.18
model-npz/Xception_optadam_s100_e5_b8_lr001_2410.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
7.89
99
20.83
50
42.69
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b8_lr001_2933
100
299
299
3
10
adam
5
8
0.001
2.15.1
12.2
0.58
7.54
37.74
model-npz/Xception_optadam_s100_e5_b8_lr0001_1967.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
58
7.53
100
20.99
51
43.01
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b8_lr0001_7041
100
299
299
3
10
adam
5
8
0.0001
2.15.1
12.2
0.57
7.47
37.39
model-npz/Xception_optadam_s100_e5_b8_lr00001_2206.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
7.46
90
19.04
51
43.36
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b16_lr01_2418
100
299
299
3
10
adam
5
16
0.01
2.15.1
12.2
1.08
7.61
38.08
model-npz/Xception_optadam_s100_e5_b16_lr001_1910.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
72
9.91
100
23.55
50
43.55
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b16_lr001_3440
100
299
299
3
10
adam
5
16
0.001
2.15.1
12.2
1.12
7.83
39.21
model-npz/Xception_optadam_s100_e5_b16_lr0001_2904.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
56
9.48
100
22.91
50
43.8
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b16_lr0001_4077
100
299
299
3
10
adam
5
16
0.0001
2.15.1
12.2
1.11
7.82
39.12
model-npz/Xception_optadam_s100_e5_b16_lr00001_3624.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
79
9.32
100
23.05
50
43.34
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b32_lr01_1494
100
299
299
3
10
adam
5
32
0.01
2.15.1
12.2
2
8.03
40.23
model-npz/Xception_optadam_s100_e5_b32_lr001_1863.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
69
10.43
99
22.74
52
43.71
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b32_lr001_2643
100
299
299
3
10
adam
5
32
0.001
2.15.1
12.2
1.98
7.95
39.8
model-npz/Xception_optadam_s100_e5_b32_lr0001_2905.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
73
12.44
99
25.04
51
43.99
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b32_lr0001_1353
100
299
299
3
10
adam
5
32
0.0001
2.15.1
12.2
1.99
7.98
39.96
model-npz/Xception_optadam_s100_e5_b32_lr00001_3374.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
13
100
26.88
51
44.09
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b64_lr01_8567
100
299
299
3
10
adam
5
64
0.01
2.15.1
12.2
4.97
9.95
49.77
model-npz/Xception_optadam_s100_e5_b64_lr001_2268.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
82
18.37
100
38.34
55
46.14
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b64_lr001_2392
100
299
299
3
10
adam
5
64
0.001
2.15.1
12.2
5.01
10.03
50.18
model-npz/Xception_optadam_s100_e5_b64_lr0001_6914.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
80
18.8
100
39.94
56
48
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b64_lr0001_3284
100
299
299
3
10
adam
5
64
0.0001
2.15.1
12.2
5.02
10.05
50.29
model-npz/Xception_optadam_s100_e5_b64_lr00001_1557.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
71
18.7
100
39.93
57
49.26
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b1_lr01_9998
100
299
299
3
10
adam
10
1
0.01
2.15.1
12.2
0.07
7.35
73.61
model-npz/Xception_optadam_s100_e10_b1_lr001_6044.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
6.84
47
20.47
50
46.81
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b1_lr001_2911
100
299
299
3
10
adam
10
1
0.001
2.15.1
12.2
0.07
7.42
74.32
model-npz/Xception_optadam_s100_e10_b1_lr0001_1103.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
6.76
68
20.41
48
44.84
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b1_lr0001_5710
100
299
299
3
10
adam
10
1
0.0001
2.15.1
12.2
0.07
7.37
73.81
model-npz/Xception_optadam_s100_e10_b1_lr00001_1605.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
7.29
61
21.56
48
44.45
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b2_lr01_2786
100
299
299
3
10
adam
10
2
0.01
2.15.1
12.2
0.1
5.02
50.25
model-npz/Xception_optadam_s100_e10_b2_lr001_1932.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
7.28
65
22.41
50
44.63
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b2_lr001_4253
100
299
299
3
10
adam
10
2
0.001
2.15.1
12.2
0.1
5.2
52.09
model-npz/Xception_optadam_s100_e10_b2_lr0001_2985.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
7.62
100
23.37
51
45.18
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b2_lr0001_1284
100
299
299
3
10
adam
10
2
0.0001
2.15.1
12.2
0.1
5.08
50.9
model-npz/Xception_optadam_s100_e10_b2_lr00001_2602.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
7.33
76
21.71
51
45.37
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b4_lr01_3139
100
299
299
3
10
adam
10
4
0.01
2.15.1
12.2
0.17
4.17
41.77
model-npz/Xception_optadam_s100_e10_b4_lr001_1553.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
8.65
89
23.44
54
45.35
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b4_lr001_5528
100
299
299
3
10
adam
10
4
0.001
2.15.1
12.2
0.16
4.08
40.91
model-npz/Xception_optadam_s100_e10_b4_lr0001_3252.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
7.84
84
21.32
53
45.33
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b4_lr0001_2941
100
299
299
3
10
adam
10
4
0.0001
2.15.1
12.2
0.16
4.13
41.39
model-npz/Xception_optadam_s100_e10_b4_lr00001_1084.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
8.67
83
23.83
54
45.64
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b8_lr01_2431
100
299
299
3
10
adam
10
8
0.01
2.15.1
12.2
0.32
4.22
42.23
model-npz/Xception_optadam_s100_e10_b8_lr001_1264.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
10.01
99
27.43
54
45.48
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b8_lr001_3381
100
299
299
3
10
adam
10
8
0.001
2.15.1
12.2
0.33
4.29
42.93
model-npz/Xception_optadam_s100_e10_b8_lr0001_2522.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
65
9.48
100
25.8
54
45.73
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b8_lr0001_1349
100
299
299
3
10
adam
10
8
0.0001
2.15.1
12.2
0.33
4.25
42.6
model-npz/Xception_optadam_s100_e10_b8_lr00001_1883.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
9.06
99
24.34
54
45.56
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b16_lr01_1420
100
299
299
3
10
adam
10
16
0.01
2.15.1
12.2
0.62
4.32
43.29
model-npz/Xception_optadam_s100_e10_b16_lr001_4796.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
57
11.09
100
29.03
54
45.56
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b16_lr001_3318
100
299
299
3
10
adam
10
16
0.001
2.15.1
12.2
0.62
4.32
43.29
model-npz/Xception_optadam_s100_e10_b16_lr0001_3335.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
71
11.66
99
27.48
54
45.28
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b16_lr0001_2520
100
299
299
3
10
adam
10
16
0.0001
2.15.1
12.2
0.61
4.31
43.15
model-npz/Xception_optadam_s100_e10_b16_lr00001_4922.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
67
10.83
99
26.92
53
45.43
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b32_lr01_2964
100
299
299
3
10
adam
10
32
0.01
2.15.1
12.2
1.08
4.34
43.43
model-npz/Xception_optadam_s100_e10_b32_lr001_2157.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
76
15.12
99
32.97
54
46.05
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b32_lr001_2371
100
299
299
3
10
adam
10
32
0.001
2.15.1
12.2
1.08
4.35
43.53
model-npz/Xception_optadam_s100_e10_b32_lr0001_3272.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
76
15.06
99
31.89
53
46.28
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b32_lr0001_5252
100
299
299
3
10
adam
10
32
0.0001
2.15.1
12.2
1.1
4.39
44.01
model-npz/Xception_optadam_s100_e10_b32_lr00001_4838.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
72
15.65
100
34.05
54
46.16
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b64_lr01_3209
100
299
299
3
10
adam
10
64
0.01
2.15.1
12.2
2.71
5.43
54.32
model-npz/Xception_optadam_s100_e10_b64_lr001_2334.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
80
19.66
100
43.83
57
48.04
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b64_lr001_2855
100
299
299
3
10
adam
10
64
0.001
2.15.1
12.2
2.71
5.43
54.36
model-npz/Xception_optadam_s100_e10_b64_lr0001_2119.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
74
20.01
100
44.86
58
49.45
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b64_lr0001_2078
100
299
299
3
10
adam
10
64
0.0001
2.15.1
12.2
2.73
5.46
54.71
model-npz/Xception_optadam_s100_e10_b64_lr00001_2782.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
80
20.2
100
43.63
58
50.32
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b1_lr01_2998
1,000
299
299
3
10
adam
1
1
0.01
2.15.1
12.2
0.07
73.65
73.68
model-npz/Xception_optadam_s1000_e1_b1_lr001_2501.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
6.69
100
20.72
52
47.14
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b1_lr001_1255
1,000
299
299
3
10
adam
1
1
0.001
2.15.1
12.2
0.07
74.45
74.48
model-npz/Xception_optadam_s1000_e1_b1_lr0001_6532.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
6.64
100
20.52
49
45.1
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b1_lr0001_9261
1,000
299
299
3
10
adam
1
1
0.0001
2.15.1
12.2
0.07
73.6
73.64
model-npz/Xception_optadam_s1000_e1_b1_lr00001_2948.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
6.92
49
20.48
48
44.5
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b2_lr01_1780
1,000
299
299
3
10
adam
1
2
0.01
2.15.1
12.2
0.1
51
51.05
model-npz/Xception_optadam_s1000_e1_b2_lr001_6410.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
6.84
100
21.06
50
44.24
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b2_lr001_2141
1,000
299
299
3
10
adam
1
2
0.001
2.15.1
12.2
0.1
51.42
51.45
model-npz/Xception_optadam_s1000_e1_b2_lr0001_1247.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
7.3
65
21.89
51
44.75
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b2_lr0001_2266
1,000
299
299
3
10
adam
1
2
0.0001
2.15.1
12.2
0.1
51.09
51.12
model-npz/Xception_optadam_s1000_e1_b2_lr00001_9789.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
7.02
90
22.4
51
45.22
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b4_lr01_3340
1,000
299
299
3
10
adam
1
4
0.01
2.15.1
12.2
0.16
40.55
40.6
model-npz/Xception_optadam_s1000_e1_b4_lr001_3245.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
8.32
100
23.39
53
44.95
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b4_lr001_1248
1,000
299
299
3
10
adam
1
4
0.001
2.15.1
12.2
0.16
41.42
41.44
model-npz/Xception_optadam_s1000_e1_b4_lr0001_2699.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
47
8.21
100
22.85
53
44.91
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b4_lr0001_1317
1,000
299
299
3
10
adam
1
4
0.0001
2.15.1
12.2
0.16
40.89
40.91
model-npz/Xception_optadam_s1000_e1_b4_lr00001_1885.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
7.68
84
21.43
53
44.78
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b8_lr01_1791
1,000
299
299
3
10
adam
1
8
0.01
2.15.1
12.2
0.31
39.31
39.37
model-npz/Xception_optadam_s1000_e1_b8_lr001_2527.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
56
8.69
93
22.68
53
44.34
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b8_lr001_2045
1,000
299
299
3
10
adam
1
8
0.001
2.15.1
12.2
0.32
39.58
39.61
model-npz/Xception_optadam_s1000_e1_b8_lr0001_2334.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
65
8.06
100
21.04
52
44.05
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b8_lr0001_1895
1,000
299
299
3
10
adam
1
8
0.0001
2.15.1
12.2
0.33
40.82
40.87
model-npz/Xception_optadam_s1000_e1_b8_lr00001_5385.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
60
8.55
99
22.64
52
43.81
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b16_lr01_5904
1,000
299
299
3
10
adam
1
16
0.01
2.15.1
12.2
0.69
43.29
43.32
model-npz/Xception_optadam_s1000_e1_b16_lr001_3173.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
77
12.84
100
30.51
52
44.44
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b16_lr001_7441
1,000
299
299
3
10
adam
1
16
0.001
2.15.1
12.2
0.7
44.01
44.06
model-npz/Xception_optadam_s1000_e1_b16_lr0001_2189.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
11.53
100
28.93
53
44.91
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b16_lr0001_3320
1,000
299
299
3
10
adam
1
16
0.0001
2.15.1
12.2
0.69
43.78
43.81
model-npz/Xception_optadam_s1000_e1_b16_lr00001_2006.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
72
12.17
100
28.72
53
45.3
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b32_lr01_8193
1,000
299
299
3
10
adam
1
32
0.01
2.15.1
12.2
1.4
44.73
44.76
model-npz/Xception_optadam_s1000_e1_b32_lr001_2311.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
70
13.9
100
30.47
54
46.03
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b32_lr001_2800
1,000
299
299
3
10
adam
1
32
0.001
2.15.1
12.2
1.39
44.69
44.72
model-npz/Xception_optadam_s1000_e1_b32_lr0001_6337.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
15.16
99
30.61
53
46.1
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b32_lr0001_1498
1,000
299
299
3
10
adam
1
32
0.0001
2.15.1
12.2
1.39
44.43
44.46
model-npz/Xception_optadam_s1000_e1_b32_lr00001_1507.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
76
14.38
99
29.79
54
46.24
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b64_lr01_3435
1,000
299
299
3
10
adam
1
64
0.01
2.15.1
12.2
3.42
54.71
54.75
model-npz/Xception_optadam_s1000_e1_b64_lr001_2630.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
75
19.32
100
40.43
56
47.84
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b64_lr001_2597
1,000
299
299
3
10
adam
1
64
0.001
2.15.1
12.2
3.43
54.9
54.93
model-npz/Xception_optadam_s1000_e1_b64_lr0001_3127.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
82
19.54
100
41.42
58
49.69
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b64_lr0001_5513
1,000
299
299
3
10
adam
1
64
0.0001
2.15.1
12.2
3.4
54.4
54.43
model-npz/Xception_optadam_s1000_e1_b64_lr00001_5764.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
76
19.51
100
41.07
58
50.6
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b1_lr01_6558
1,000
299
299
3
10
adam
2
1
0.01
2.15.1
12.2
0.06
59.57
119.16
model-npz/Xception_optadam_s1000_e2_b1_lr001_2501.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
8.3
60
24.86
52
48.09
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b1_lr001_2225
1,000
299
299
3
10
adam
2
1
0.001
2.15.1
12.2
0.06
59.37
118.8
model-npz/Xception_optadam_s1000_e2_b1_lr0001_6488.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
8.33
60
25.2
50
46.97
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b1_lr0001_2541
1,000
299
299
3
10
adam
2
1
0.0001
2.15.1
12.2
0.06
59.61
119.27
model-npz/Xception_optadam_s1000_e2_b1_lr00001_1785.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
8.33
61
24.88
50
46.7
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b2_lr01_1547
1,000
299
299
3
10
adam
2
2
0.01
2.15.1
12.2
0.07
37.53
75.1
model-npz/Xception_optadam_s1000_e2_b2_lr001_1613.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
9.63
70
28.86
53
47.53
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b2_lr001_8783
1,000
299
299
3
10
adam
2
2
0.001
2.15.1
12.2
0.07
36.81
73.66
model-npz/Xception_optadam_s1000_e2_b2_lr0001_1857.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
9.99
76
30.03
56
49.09
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b2_lr0001_1424
1,000
299
299
3
10
adam
2
2
0.0001
2.15.1
12.2
0.07
37.13
74.3
model-npz/Xception_optadam_s1000_e2_b2_lr00001_6863.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
9.67
100
29.84
56
49.71
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b4_lr01_1210
1,000
299
299
3
10
adam
2
4
0.01
2.15.1
12.2
0.1
26.37
52.79
model-npz/Xception_optadam_s1000_e2_b4_lr001_2333.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
11.53
83
31.96
58
49.78
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b4_lr001_1062
1,000
299
299
3
10
adam
2
4
0.001
2.15.1
12.2
0.11
26.69
53.41
model-npz/Xception_optadam_s1000_e2_b4_lr0001_1115.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
11.17
81
30.73
58
49.48
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b4_lr0001_2563
1,000
299
299
3
10
adam
2
4
0.0001
2.15.1
12.2
0.1
26.53
53.09
model-npz/Xception_optadam_s1000_e2_b4_lr00001_8739.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
11.57
100
32.64
59
49.9
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b8_lr01_2795
1,000
299
299
3
10
adam
2
8
0.01
2.15.1
12.2
0.19
24.08
48.19
model-npz/Xception_optadam_s1000_e2_b8_lr001_2767.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
65
13.28
100
34.4
58
49.68
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b8_lr001_3248
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10
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model-npz/Xception_optadam_s1000_e2_b8_lr0001_2140.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
12.46
100
32.75
58
49.41
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b8_lr0001_3101
1,000
299
299
3
10
adam
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24.52
49.07
model-npz/Xception_optadam_s1000_e2_b8_lr00001_1070.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
57
12.91
100
35.11
57
49.27
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b16_lr01_2917
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299
299
3
10
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16
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26.15
52.34
model-npz/Xception_optadam_s1000_e2_b16_lr001_1496.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
15.15
99
37.09
57
48.62
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b16_lr001_2925
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299
299
3
10
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16
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26.21
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model-npz/Xception_optadam_s1000_e2_b16_lr0001_1196.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
65
15.08
99
36.5
57
48.48
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b16_lr0001_2558
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299
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3
10
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model-npz/Xception_optadam_s1000_e2_b16_lr00001_2685.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
66
15.22
100
36.32
57
48.52
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b32_lr01_6591
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299
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3
10
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model-npz/Xception_optadam_s1000_e2_b32_lr001_8569.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
72
18.07
99
39.01
57
48.87
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b32_lr001_1956
1,000
299
299
3
10
adam
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26.63
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model-npz/Xception_optadam_s1000_e2_b32_lr0001_4532.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
67
17.79
99
37.5
58
49.02
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b32_lr0001_3183
1,000
299
299
3
10
adam
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26.53
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model-npz/Xception_optadam_s1000_e2_b32_lr00001_7739.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
74
18.04
99
38.51
58
48.96
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b64_lr01_2198
1,000
299
299
3
10
adam
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model-npz/Xception_optadam_s1000_e2_b64_lr001_1327.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
76
22.79
100
47.75
59
50.95
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b64_lr001_1977
1,000
299
299
3
10
adam
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0.001
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30.9
61.84
model-npz/Xception_optadam_s1000_e2_b64_lr0001_1870.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
83
22.82
100
47.21
61
51.98
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b64_lr0001_4449
1,000
299
299
3
10
adam
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0.0001
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31.13
62.31
model-npz/Xception_optadam_s1000_e2_b64_lr00001_3548.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
84
22.04
100
45.75
60
52.51
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b1_lr01_2544
1,000
299
299
3
10
adam
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1
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50.86
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model-npz/Xception_optadam_s1000_e5_b1_lr001_1076.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
10.15
63
30.39
54
49.99
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b1_lr001_7738
1,000
299
299
3
10
adam
5
1
0.001
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49.79
249.03
model-npz/Xception_optadam_s1000_e5_b1_lr0001_2420.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
10.34
100
30.91
51
49.08
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b1_lr0001_2030
1,000
299
299
3
10
adam
5
1
0.0001
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12.2
0.05
50.36
251.87
model-npz/Xception_optadam_s1000_e5_b1_lr00001_1260.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
10.09
60
30.18
53
49.4
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b2_lr01_2335
1,000
299
299
3
10
adam
5
2
0.01
2.15.1
12.2
0.06
28.82
144.12
model-npz/Xception_optadam_s1000_e5_b2_lr001_8845.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
13.13
100
39.79
60
52.56
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b2_lr001_4078
1,000
299
299
3
10
adam
5
2
0.001
2.15.1
12.2
0.06
28.35
141.8
model-npz/Xception_optadam_s1000_e5_b2_lr0001_2890.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
13.28
100
40.63
60
55.42
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b2_lr0001_2812
1,000
299
299
3
10
adam
5
2
0.0001
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12.2
0.06
28.37
141.89
model-npz/Xception_optadam_s1000_e5_b2_lr00001_1811.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
13.48
63
39.88
62
55.89
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b4_lr01_8845
1,000
299
299
3
10
adam
5
4
0.01
2.15.1
12.2
0.07
17.69
88.52
model-npz/Xception_optadam_s1000_e5_b4_lr001_2890.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
48
17.36
83
47.28
64
56.47
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b4_lr001_7826
1,000
299
299
3
10
adam
5
4
0.001
2.15.1
12.2
0.07
17.71
88.6
model-npz/Xception_optadam_s1000_e5_b4_lr0001_3082.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
17.46
87
48.38
65
56.49
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b4_lr0001_1430
1,000
299
299
3
10
adam
5
4
0.0001
2.15.1
12.2
0.07
17.81
89.1
model-npz/Xception_optadam_s1000_e5_b4_lr00001_2836.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
47
17.79
85
49.27
65
56.68