1[chain 1] Gradient evaluation took 0.0054 seconds
2[chain 4] Gradient evaluation took 0.0028 seconds
3[chain 1] 1000 transitions using 10 leapfrog steps per transition would take 54 seconds.
4[chain 1] Adjust your expectations accordingly!
5[chain 4] 1000 transitions using 10 leapfrog steps per transition would take 28 seconds.
6[chain 4] Adjust your expectations accordingly!
7[chain 2] Gradient evaluation took 0.0095 seconds
8[chain 2] 1000 transitions using 10 leapfrog steps per transition would take 95 seconds.
9[chain 2] Adjust your expectations accordingly!
10[chain 3] Gradient evaluation took 0.0109 seconds
11[chain 3] 1000 transitions using 10 leapfrog steps per transition would take 109 seconds.
12[chain 3] Adjust your expectations accordingly!
13Chain 4 Iteration: 1 / 2000 [ 0%] (Warmup)
14Chain 2 Iteration: 1 / 2000 [ 0%] (Warmup)
15Chain 1 Iteration: 1 / 2000 [ 0%] (Warmup)
16Chain 3 Iteration: 1 / 2000 [ 0%] (Warmup)
17Chain 1 Iteration: 50 / 2000 [ 2%] (Warmup)
18Chain 4 Iteration: 50 / 2000 [ 2%] (Warmup)
19Chain 4 Iteration: 100 / 2000 [ 5%] (Warmup)
20Chain 2 Iteration: 50 / 2000 [ 2%] (Warmup)
21Chain 1 Iteration: 100 / 2000 [ 5%] (Warmup)
22Chain 4 Iteration: 150 / 2000 [ 7%] (Warmup)
23Chain 3 Iteration: 50 / 2000 [ 2%] (Warmup)
24Chain 1 Iteration: 150 / 2000 [ 7%] (Warmup)
25Chain 1 Iteration: 200 / 2000 [ 10%] (Warmup)
26Chain 4 Iteration: 200 / 2000 [ 10%] (Warmup)
27Chain 4 Iteration: 250 / 2000 [ 12%] (Warmup)
28Chain 1 Iteration: 250 / 2000 [ 12%] (Warmup)
29Chain 1 Iteration: 300 / 2000 [ 15%] (Warmup)
30Chain 1 Iteration: 350 / 2000 [ 17%] (Warmup)
31Chain 4 Iteration: 300 / 2000 [ 15%] (Warmup)
32Chain 2 Iteration: 100 / 2000 [ 5%] (Warmup)
33Chain 3 Iteration: 100 / 2000 [ 5%] (Warmup)
34Chain 4 Iteration: 350 / 2000 [ 17%] (Warmup)
35Chain 2 Iteration: 150 / 2000 [ 7%] (Warmup)
36Chain 1 Iteration: 400 / 2000 [ 20%] (Warmup)
37Chain 3 Iteration: 150 / 2000 [ 7%] (Warmup)
38Chain 1 Iteration: 450 / 2000 [ 22%] (Warmup)
39Chain 3 Iteration: 200 / 2000 [ 10%] (Warmup)
40Chain 4 Iteration: 400 / 2000 [ 20%] (Warmup)
41Chain 2 Iteration: 200 / 2000 [ 10%] (Warmup)
42Chain 2 Iteration: 250 / 2000 [ 12%] (Warmup)
43Chain 4 Iteration: 450 / 2000 [ 22%] (Warmup)
44Chain 4 Iteration: 500 / 2000 [ 25%] (Warmup)
45Chain 1 Iteration: 500 / 2000 [ 25%] (Warmup)
46Chain 2 Iteration: 300 / 2000 [ 15%] (Warmup)
47Chain 3 Iteration: 250 / 2000 [ 12%] (Warmup)
48Chain 2 Iteration: 350 / 2000 [ 17%] (Warmup)
49Chain 1 Iteration: 550 / 2000 [ 27%] (Warmup)
50Chain 3 Iteration: 300 / 2000 [ 15%] (Warmup)
51Chain 2 Iteration: 400 / 2000 [ 20%] (Warmup)
52Chain 4 Iteration: 550 / 2000 [ 27%] (Warmup)
53Chain 1 Iteration: 600 / 2000 [ 30%] (Warmup)
54Chain 1 Iteration: 650 / 2000 [ 32%] (Warmup)
55Chain 1 Iteration: 700 / 2000 [ 35%] (Warmup)
56Chain 4 Iteration: 600 / 2000 [ 30%] (Warmup)
57Chain 1 Iteration: 750 / 2000 [ 37%] (Warmup)
58Chain 4 Iteration: 650 / 2000 [ 32%] (Warmup)
59Chain 1 Iteration: 800 / 2000 [ 40%] (Warmup)
60Chain 2 Iteration: 450 / 2000 [ 22%] (Warmup)
61Chain 3 Iteration: 350 / 2000 [ 17%] (Warmup)
62Chain 1 Iteration: 850 / 2000 [ 42%] (Warmup)
63Chain 1 Iteration: 900 / 2000 [ 45%] (Warmup)
64Chain 1 Iteration: 950 / 2000 [ 47%] (Warmup)
65Chain 2 Iteration: 500 / 2000 [ 25%] (Warmup)
66Chain 4 Iteration: 700 / 2000 [ 35%] (Warmup)
67Chain 1 Iteration: 1000 / 2000 [ 50%] (Warmup)
68Chain 3 Iteration: 400 / 2000 [ 20%] (Warmup)
69Chain 1 Iteration: 1001 / 2000 [ 50%] (Sampling)
70Chain 4 Iteration: 750 / 2000 [ 37%] (Warmup)
71Chain 3 Iteration: 450 / 2000 [ 22%] (Warmup)
72Chain 4 Iteration: 800 / 2000 [ 40%] (Warmup)
73Chain 2 Iteration: 550 / 2000 [ 27%] (Warmup)
74Chain 1 Iteration: 1050 / 2000 [ 52%] (Sampling)
75Chain 4 Iteration: 850 / 2000 [ 42%] (Warmup)
76Chain 1 Iteration: 1100 / 2000 [ 55%] (Sampling)
77Chain 4 Iteration: 900 / 2000 [ 45%] (Warmup)
78Chain 1 Iteration: 1150 / 2000 [ 57%] (Sampling)
79Chain 1 Iteration: 1200 / 2000 [ 60%] (Sampling)
80Chain 3 Iteration: 500 / 2000 [ 25%] (Warmup)
81Chain 1 Iteration: 1250 / 2000 [ 62%] (Sampling)
82Chain 2 Iteration: 600 / 2000 [ 30%] (Warmup)
83Chain 4 Iteration: 950 / 2000 [ 47%] (Warmup)
84Chain 2 Iteration: 650 / 2000 [ 32%] (Warmup)
85Chain 1 Iteration: 1300 / 2000 [ 65%] (Sampling)
86Chain 4 Iteration: 1000 / 2000 [ 50%] (Warmup)
87Chain 4 Iteration: 1001 / 2000 [ 50%] (Sampling)
88Chain 3 Iteration: 550 / 2000 [ 27%] (Warmup)
89Chain 1 Iteration: 1350 / 2000 [ 67%] (Sampling)
90Chain 2 Iteration: 700 / 2000 [ 35%] (Warmup)
91Chain 3 Iteration: 600 / 2000 [ 30%] (Warmup)
92Chain 4 Iteration: 1050 / 2000 [ 52%] (Sampling)
93Chain 1 Iteration: 1400 / 2000 [ 70%] (Sampling)
94Chain 1 Iteration: 1450 / 2000 [ 72%] (Sampling)
95Chain 3 Iteration: 650 / 2000 [ 32%] (Warmup)
96Chain 4 Iteration: 1100 / 2000 [ 55%] (Sampling)
97Chain 3 Iteration: 700 / 2000 [ 35%] (Warmup)
98Chain 4 Iteration: 1150 / 2000 [ 57%] (Sampling)
99Chain 2 Iteration: 750 / 2000 [ 37%] (Warmup)
100Chain 1 Iteration: 1500 / 2000 [ 75%] (Sampling)
101Chain 3 Iteration: 750 / 2000 [ 37%] (Warmup)
102Chain 1 Iteration: 1550 / 2000 [ 77%] (Sampling)
103Chain 2 Iteration: 800 / 2000 [ 40%] (Warmup)
104Chain 1 Iteration: 1600 / 2000 [ 80%] (Sampling)
105Chain 4 Iteration: 1200 / 2000 [ 60%] (Sampling)
106Chain 2 Iteration: 850 / 2000 [ 42%] (Warmup)
107Chain 1 Iteration: 1650 / 2000 [ 82%] (Sampling)
108Chain 3 Iteration: 800 / 2000 [ 40%] (Warmup)
109Chain 4 Iteration: 1250 / 2000 [ 62%] (Sampling)
110Chain 3 Iteration: 850 / 2000 [ 42%] (Warmup)
111Chain 4 Iteration: 1300 / 2000 [ 65%] (Sampling)
112Chain 1 Iteration: 1700 / 2000 [ 85%] (Sampling)
113Chain 2 Iteration: 900 / 2000 [ 45%] (Warmup)
114Chain 1 Iteration: 1750 / 2000 [ 87%] (Sampling)
115Chain 3 Iteration: 900 / 2000 [ 45%] (Warmup)
116Chain 4 Iteration: 1350 / 2000 [ 67%] (Sampling)
117Chain 2 Iteration: 950 / 2000 [ 47%] (Warmup)
118Chain 1 Iteration: 1800 / 2000 [ 90%] (Sampling)
119Chain 3 Iteration: 950 / 2000 [ 47%] (Warmup)
120Chain 1 Iteration: 1850 / 2000 [ 92%] (Sampling)
121Chain 3 Iteration: 1000 / 2000 [ 50%] (Warmup)
122Chain 3 Iteration: 1001 / 2000 [ 50%] (Sampling)
123Chain 1 Iteration: 1900 / 2000 [ 95%] (Sampling)
124Chain 3 Iteration: 1050 / 2000 [ 52%] (Sampling)
125Chain 1 Iteration: 1950 / 2000 [ 97%] (Sampling)
126Chain 3 Iteration: 1100 / 2000 [ 55%] (Sampling)
127Chain 1 Iteration: 2000 / 2000 [100%] (Sampling)
128Chain 4 Iteration: 1400 / 2000 [ 70%] (Sampling)
129Chain 3 Iteration: 1150 / 2000 [ 57%] (Sampling)
130[chain 1] Elapsed Time: 0.201 seconds (Warm-up)
131[chain 1] 0.066 seconds (Sampling)
132[chain 1] 0.267 seconds (Total)
133Chain 4 Iteration: 1450 / 2000 [ 72%] (Sampling)
134Chain 3 Iteration: 1200 / 2000 [ 60%] (Sampling)
135Chain 2 Iteration: 1000 / 2000 [ 50%] (Warmup)
136Chain 2 Iteration: 1001 / 2000 [ 50%] (Sampling)
137Chain 3 Iteration: 1250 / 2000 [ 62%] (Sampling)
138Chain 2 Iteration: 1050 / 2000 [ 52%] (Sampling)
139Chain 3 Iteration: 1300 / 2000 [ 65%] (Sampling)
140Chain 2 Iteration: 1100 / 2000 [ 55%] (Sampling)
141Chain 3 Iteration: 1350 / 2000 [ 67%] (Sampling)
142Chain 4 Iteration: 1500 / 2000 [ 75%] (Sampling)
143Chain 3 Iteration: 1400 / 2000 [ 70%] (Sampling)
144Chain 3 Iteration: 1450 / 2000 [ 72%] (Sampling)
145Chain 4 Iteration: 1550 / 2000 [ 77%] (Sampling)
146Chain 3 Iteration: 1500 / 2000 [ 75%] (Sampling)
147Chain 4 Iteration: 1600 / 2000 [ 80%] (Sampling)
148Chain 3 Iteration: 1550 / 2000 [ 77%] (Sampling)
149Chain 4 Iteration: 1650 / 2000 [ 82%] (Sampling)
150Chain 3 Iteration: 1600 / 2000 [ 80%] (Sampling)
151Chain 2 Iteration: 1150 / 2000 [ 57%] (Sampling)
152Chain 3 Iteration: 1650 / 2000 [ 82%] (Sampling)
153Chain 2 Iteration: 1200 / 2000 [ 60%] (Sampling)
154Chain 3 Iteration: 1700 / 2000 [ 85%] (Sampling)
155Chain 2 Iteration: 1250 / 2000 [ 62%] (Sampling)
156Chain 3 Iteration: 1750 / 2000 [ 87%] (Sampling)
157Chain 2 Iteration: 1300 / 2000 [ 65%] (Sampling)
158Chain 3 Iteration: 1800 / 2000 [ 90%] (Sampling)
159Chain 3 Iteration: 1850 / 2000 [ 92%] (Sampling)
160Chain 4 Iteration: 1700 / 2000 [ 85%] (Sampling)
161Chain 3 Iteration: 1900 / 2000 [ 95%] (Sampling)
162Chain 4 Iteration: 1750 / 2000 [ 87%] (Sampling)
163Chain 2 Iteration: 1350 / 2000 [ 67%] (Sampling)
164Chain 2 Iteration: 1400 / 2000 [ 70%] (Sampling)
165Chain 3 Iteration: 1950 / 2000 [ 97%] (Sampling)
166Chain 2 Iteration: 1450 / 2000 [ 72%] (Sampling)
167Chain 3 Iteration: 2000 / 2000 [100%] (Sampling)
168[chain 3] Elapsed Time: 0.263 seconds (Warm-up)
169Chain 4 Iteration: 1800 / 2000 [ 90%] (Sampling)
170[chain 3] 0.048 seconds (Sampling)
171[chain 3] 0.311 seconds (Total)
172Chain 2 Iteration: 1500 / 2000 [ 75%] (Sampling)
173Chain 2 Iteration: 1550 / 2000 [ 77%] (Sampling)
174Chain 4 Iteration: 1850 / 2000 [ 92%] (Sampling)
175Chain 2 Iteration: 1600 / 2000 [ 80%] (Sampling)
176Chain 2 Iteration: 1650 / 2000 [ 82%] (Sampling)
177Chain 4 Iteration: 1900 / 2000 [ 95%] (Sampling)
178Chain 4 Iteration: 1950 / 2000 [ 97%] (Sampling)
179Chain 2 Iteration: 1700 / 2000 [ 85%] (Sampling)
180Chain 2 Iteration: 1750 / 2000 [ 87%] (Sampling)
181Chain 2 Iteration: 1800 / 2000 [ 90%] (Sampling)
182Chain 2 Iteration: 1850 / 2000 [ 92%] (Sampling)
183Chain 4 Iteration: 2000 / 2000 [100%] (Sampling)
184[chain 4] Elapsed Time: 0.219 seconds (Warm-up)
185[chain 4] 0.139 seconds (Sampling)
186[chain 4] 0.358 seconds (Total)
187Chain 2 Iteration: 1900 / 2000 [ 95%] (Sampling)
188Chain 2 Iteration: 1950 / 2000 [ 97%] (Sampling)
189Chain 2 Iteration: 2000 / 2000 [100%] (Sampling)
190[chain 2] Elapsed Time: 0.264 seconds (Warm-up)
191[chain 2] 0.098 seconds (Sampling)
192[chain 2] 0.362 seconds (Total)