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abidlabs
/
mnist-lr-sweep-results

Tags:
mnist
learning-rate-sweep
from-scratch
License:
Dataset card Data Studio Files
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Train-loss curves (every 500 steps per run, parsed from job log)

Browse files
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  1. curves.csv +182 -0
curves.csv ADDED
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1
+ run,step,train_loss
2
+ lr-1e-05,500,2.2731
3
+ lr-1e-05,1000,2.2461
4
+ lr-1e-05,1500,2.2108
5
+ lr-1e-05,2000,2.1517
6
+ lr-1e-05,2500,2.0984
7
+ lr-1e-05,3000,2.0156
8
+ lr-1e-05,3500,1.9617
9
+ lr-1e-05,4000,1.8012
10
+ lr-1e-05,4500,1.6849
11
+ lr-1e-05,5000,1.5305
12
+ lr-1e-05,5500,1.3501
13
+ lr-1e-05,6000,1.1489
14
+ lr-1e-05,6500,1.0005
15
+ lr-1e-05,7000,0.8375
16
+ lr-1e-05,7500,0.7423
17
+ lr-1e-05,8000,0.6933
18
+ lr-1e-05,8500,0.7768
19
+ lr-1e-05,9000,0.5733
20
+ lr-1e-05,9500,0.5380
21
+ lr-1e-05,10000,0.5141
22
+ lr-3e-05,500,2.1989
23
+ lr-3e-05,1000,2.0283
24
+ lr-3e-05,1500,1.7396
25
+ lr-3e-05,2000,1.1673
26
+ lr-3e-05,2500,0.8889
27
+ lr-3e-05,3000,0.5769
28
+ lr-3e-05,3500,0.5307
29
+ lr-3e-05,4000,0.4017
30
+ lr-3e-05,4500,0.4913
31
+ lr-3e-05,5000,0.4113
32
+ lr-3e-05,5500,0.3124
33
+ lr-3e-05,6000,0.4433
34
+ lr-3e-05,6500,0.4054
35
+ lr-3e-05,7000,0.2707
36
+ lr-3e-05,7500,0.2853
37
+ lr-3e-05,8000,0.2668
38
+ lr-3e-05,8500,0.4938
39
+ lr-3e-05,9000,0.2944
40
+ lr-3e-05,9500,0.2797
41
+ lr-3e-05,10000,0.2578
42
+ lr-0.0001,500,1.5827
43
+ lr-0.0001,1000,0.4887
44
+ lr-0.0001,1500,0.5324
45
+ lr-0.0001,2000,0.2676
46
+ lr-0.0001,2500,0.4346
47
+ lr-0.0001,3000,0.2843
48
+ lr-0.0001,3500,0.2930
49
+ lr-0.0001,4000,0.2361
50
+ lr-0.0001,4500,0.3151
51
+ lr-0.0001,5000,0.2116
52
+ lr-0.0001,5500,0.1649
53
+ lr-0.0001,6000,0.2973
54
+ lr-0.0001,6500,0.3221
55
+ lr-0.0001,7000,0.1483
56
+ lr-0.0001,7500,0.1861
57
+ lr-0.0001,8000,0.1273
58
+ lr-0.0001,8500,0.3061
59
+ lr-0.0001,9000,0.1149
60
+ lr-0.0001,9500,0.1400
61
+ lr-0.0001,10000,0.1462
62
+ lr-0.0003,500,0.3646
63
+ lr-0.0003,1000,0.2597
64
+ lr-0.0003,1500,0.4049
65
+ lr-0.0003,2000,0.1312
66
+ lr-0.0003,2500,0.2811
67
+ lr-0.0003,3000,0.1635
68
+ lr-0.0003,3500,0.1639
69
+ lr-0.0003,4000,0.1545
70
+ lr-0.0003,4500,0.1853
71
+ lr-0.0003,5000,0.0662
72
+ lr-0.0003,5500,0.0887
73
+ lr-0.0003,6000,0.1436
74
+ lr-0.0003,6500,0.1542
75
+ lr-0.0003,7000,0.0850
76
+ lr-0.0003,7500,0.1155
77
+ lr-0.0003,8000,0.0610
78
+ lr-0.0003,8500,0.1087
79
+ lr-0.0003,9000,0.0371
80
+ lr-0.0003,9500,0.0700
81
+ lr-0.0003,10000,0.0465
82
+ lr-0.001,500,0.2685
83
+ lr-0.001,1000,0.1461
84
+ lr-0.001,1500,0.1850
85
+ lr-0.001,2000,0.0694
86
+ lr-0.001,2500,0.1515
87
+ lr-0.001,3000,0.0836
88
+ lr-0.001,3500,0.0941
89
+ lr-0.001,4000,0.0777
90
+ lr-0.001,4500,0.0848
91
+ lr-0.001,5000,0.0159
92
+ lr-0.001,5500,0.0724
93
+ lr-0.001,6000,0.0549
94
+ lr-0.001,6500,0.0350
95
+ lr-0.001,7000,0.0284
96
+ lr-0.001,7500,0.0644
97
+ lr-0.001,8000,0.0630
98
+ lr-0.001,8500,0.0157
99
+ lr-0.001,9000,0.0084
100
+ lr-0.001,9500,0.0153
101
+ lr-0.001,10000,0.0135
102
+ lr-0.003,500,0.1639
103
+ lr-0.003,1000,0.0858
104
+ lr-0.003,1500,0.0560
105
+ lr-0.003,2000,0.0333
106
+ lr-0.003,2500,0.0499
107
+ lr-0.003,3000,0.0377
108
+ lr-0.003,3500,0.0316
109
+ lr-0.003,4000,0.0224
110
+ lr-0.003,4500,0.0289
111
+ lr-0.003,5000,0.0021
112
+ lr-0.003,5500,0.0337
113
+ lr-0.003,6000,0.0075
114
+ lr-0.003,6500,0.0148
115
+ lr-0.003,7000,0.0073
116
+ lr-0.003,7500,0.0233
117
+ lr-0.003,8000,0.0178
118
+ lr-0.003,8500,0.0016
119
+ lr-0.003,9000,0.0011
120
+ lr-0.003,9500,0.0006
121
+ lr-0.003,10000,0.0014
122
+ lr-0.01,500,0.0430
123
+ lr-0.01,1000,0.0450
124
+ lr-0.01,1500,0.0226
125
+ lr-0.01,2000,0.0127
126
+ lr-0.01,2500,0.0160
127
+ lr-0.01,3000,0.0166
128
+ lr-0.01,3500,0.0052
129
+ lr-0.01,4000,0.0044
130
+ lr-0.01,4500,0.0081
131
+ lr-0.01,5000,0.0003
132
+ lr-0.01,5500,0.0228
133
+ lr-0.01,6000,0.0010
134
+ lr-0.01,6500,0.0035
135
+ lr-0.01,7000,0.0002
136
+ lr-0.01,7500,0.0016
137
+ lr-0.01,8000,0.0002
138
+ lr-0.01,8500,0.0001
139
+ lr-0.01,9000,0.0001
140
+ lr-0.01,9500,0.0001
141
+ lr-0.01,10000,0.0001
142
+ lr-0.03,500,0.0362
143
+ lr-0.03,1000,0.0588
144
+ lr-0.03,1500,0.0237
145
+ lr-0.03,2000,0.0148
146
+ lr-0.03,2500,0.0024
147
+ lr-0.03,3000,0.0020
148
+ lr-0.03,3500,0.0021
149
+ lr-0.03,4000,0.0161
150
+ lr-0.03,4500,0.0014
151
+ lr-0.03,5000,0.0005
152
+ lr-0.03,5500,0.0005
153
+ lr-0.03,6000,0.0002
154
+ lr-0.03,6500,0.0001
155
+ lr-0.03,7000,0.0000
156
+ lr-0.03,7500,0.0002
157
+ lr-0.03,8000,0.0000
158
+ lr-0.03,8500,0.0000
159
+ lr-0.03,9000,0.0000
160
+ lr-0.03,9500,0.0000
161
+ lr-0.03,10000,0.0000
162
+ lr-0.1,500,0.0243
163
+ lr-0.1,1000,0.0563
164
+ lr-0.1,1500,0.0403
165
+ lr-0.1,2000,0.0138
166
+ lr-0.1,2500,0.0017
167
+ lr-0.1,3000,0.0013
168
+ lr-0.1,3500,0.0002
169
+ lr-0.1,4000,0.0005
170
+ lr-0.1,4500,0.0010
171
+ lr-0.1,5000,0.0003
172
+ lr-0.1,5500,0.0004
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+ lr-0.1,6000,0.0003
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+ lr-0.1,7500,0.0235
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+ lr-0.1,8000,0.0132
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+ lr-0.1,8500,0.0026
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+ lr-0.1,9000,0.0000
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+ lr-0.1,9500,0.0001
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+ lr-0.1,10000,0.0058
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+ lr-0.1,10500,0.0006