Hugging Face's logo

AesSedai
/
MiniMax-M3-GGUF

GGUF
imatrix
conversational
Model card Files
xet
 Community
3
AesSedai commited on
Commit
3451716
·
0 Parent(s):

Super-squash branch 'main' using huggingface_hub

Browse files
Files changed (47) hide show
  1. .gitattributes +72 -0
  2. IQ2_S/MiniMax-M3-IQ2_S-00001-of-00004.gguf +3 -0
  3. IQ2_S/MiniMax-M3-IQ2_S-00002-of-00004.gguf +3 -0
  4. IQ2_S/MiniMax-M3-IQ2_S-00003-of-00004.gguf +3 -0
  5. IQ2_S/MiniMax-M3-IQ2_S-00004-of-00004.gguf +3 -0
  6. IQ3_S/MiniMax-M3-IQ3_S-00001-of-00005.gguf +3 -0
  7. IQ3_S/MiniMax-M3-IQ3_S-00002-of-00005.gguf +3 -0
  8. IQ3_S/MiniMax-M3-IQ3_S-00003-of-00005.gguf +3 -0
  9. IQ3_S/MiniMax-M3-IQ3_S-00004-of-00005.gguf +3 -0
  10. IQ3_S/MiniMax-M3-IQ3_S-00005-of-00005.gguf +3 -0
  11. IQ4_XS/MiniMax-M3-IQ4_XS-00001-of-00006.gguf +3 -0
  12. IQ4_XS/MiniMax-M3-IQ4_XS-00002-of-00006.gguf +3 -0
  13. IQ4_XS/MiniMax-M3-IQ4_XS-00003-of-00006.gguf +3 -0
  14. IQ4_XS/MiniMax-M3-IQ4_XS-00004-of-00006.gguf +3 -0
  15. IQ4_XS/MiniMax-M3-IQ4_XS-00005-of-00006.gguf +3 -0
  16. IQ4_XS/MiniMax-M3-IQ4_XS-00006-of-00006.gguf +3 -0
  17. Q4_K_M/MiniMax-M3-Q4_K_M-00001-of-00007.gguf +3 -0
  18. Q4_K_M/MiniMax-M3-Q4_K_M-00002-of-00007.gguf +3 -0
  19. Q4_K_M/MiniMax-M3-Q4_K_M-00003-of-00007.gguf +3 -0
  20. Q4_K_M/MiniMax-M3-Q4_K_M-00004-of-00007.gguf +3 -0
  21. Q4_K_M/MiniMax-M3-Q4_K_M-00005-of-00007.gguf +3 -0
  22. Q4_K_M/MiniMax-M3-Q4_K_M-00006-of-00007.gguf +3 -0
  23. Q4_K_M/MiniMax-M3-Q4_K_M-00007-of-00007.gguf +3 -0
  24. Q5_K_M/MiniMax-M3-Q5_K_M-00001-of-00008.gguf +3 -0
  25. Q5_K_M/MiniMax-M3-Q5_K_M-00002-of-00008.gguf +3 -0
  26. Q5_K_M/MiniMax-M3-Q5_K_M-00003-of-00008.gguf +3 -0
  27. Q5_K_M/MiniMax-M3-Q5_K_M-00004-of-00008.gguf +3 -0
  28. Q5_K_M/MiniMax-M3-Q5_K_M-00005-of-00008.gguf +3 -0
  29. Q5_K_M/MiniMax-M3-Q5_K_M-00006-of-00008.gguf +3 -0
  30. Q5_K_M/MiniMax-M3-Q5_K_M-00007-of-00008.gguf +3 -0
  31. Q5_K_M/MiniMax-M3-Q5_K_M-00008-of-00008.gguf +3 -0
  32. README.md +19 -0
  33. imatrix.gguf +3 -0
  34. kld_data/01_kld_vs_filesize.png +3 -0
  35. kld_data/02_ppl_vs_filesize.png +3 -0
  36. kld_data/aes_sedai/MiniMax-M3-IQ2_S.md +844 -0
  37. kld_data/aes_sedai/MiniMax-M3-IQ3_S.md +844 -0
  38. kld_data/aes_sedai/MiniMax-M3-IQ4_XS.md +844 -0
  39. kld_data/aes_sedai/MiniMax-M3-Q4_K_M.md +844 -0
  40. kld_data/aes_sedai/MiniMax-M3-Q5_K_M.md +844 -0
  41. kld_data/aes_sedai/MiniMax-M3-Q8_0.md +834 -0
  42. kld_data/llm_quantization_data.csv +7 -0
  43. lens/m3_full.pt +3 -0
  44. mmproj-MiniMax-M3-BF16.gguf +3 -0
  45. mmproj-MiniMax-M3-F16.gguf +3 -0
  46. mmproj-MiniMax-M3-F32.gguf +3 -0
  47. mmproj-MiniMax-M3-Q8_0.gguf +3 -0
.gitattributes ADDED
@@ -0,0 +1,72 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ *.7z filter=lfs diff=lfs merge=lfs -text
2
+ *.arrow filter=lfs diff=lfs merge=lfs -text
3
+ *.bin filter=lfs diff=lfs merge=lfs -text
4
+ *.bz2 filter=lfs diff=lfs merge=lfs -text
5
+ *.ckpt filter=lfs diff=lfs merge=lfs -text
6
+ *.ftz filter=lfs diff=lfs merge=lfs -text
7
+ *.gz filter=lfs diff=lfs merge=lfs -text
8
+ *.h5 filter=lfs diff=lfs merge=lfs -text
9
+ *.joblib filter=lfs diff=lfs merge=lfs -text
10
+ *.lfs.* filter=lfs diff=lfs merge=lfs -text
11
+ *.mlmodel filter=lfs diff=lfs merge=lfs -text
12
+ *.model filter=lfs diff=lfs merge=lfs -text
13
+ *.msgpack filter=lfs diff=lfs merge=lfs -text
14
+ *.npy filter=lfs diff=lfs merge=lfs -text
15
+ *.npz filter=lfs diff=lfs merge=lfs -text
16
+ *.onnx filter=lfs diff=lfs merge=lfs -text
17
+ *.ot filter=lfs diff=lfs merge=lfs -text
18
+ *.parquet filter=lfs diff=lfs merge=lfs -text
19
+ *.pb filter=lfs diff=lfs merge=lfs -text
20
+ *.pickle filter=lfs diff=lfs merge=lfs -text
21
+ *.pkl filter=lfs diff=lfs merge=lfs -text
22
+ *.pt filter=lfs diff=lfs merge=lfs -text
23
+ *.pth filter=lfs diff=lfs merge=lfs -text
24
+ *.rar filter=lfs diff=lfs merge=lfs -text
25
+ *.safetensors filter=lfs diff=lfs merge=lfs -text
26
+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
27
+ *.tar.* filter=lfs diff=lfs merge=lfs -text
28
+ *.tar filter=lfs diff=lfs merge=lfs -text
29
+ *.tflite filter=lfs diff=lfs merge=lfs -text
30
+ *.tgz filter=lfs diff=lfs merge=lfs -text
31
+ *.wasm filter=lfs diff=lfs merge=lfs -text
32
+ *.xz filter=lfs diff=lfs merge=lfs -text
33
+ *.zip filter=lfs diff=lfs merge=lfs -text
34
+ *.zst filter=lfs diff=lfs merge=lfs -text
35
+ *tfevents* filter=lfs diff=lfs merge=lfs -text
36
+ IQ2_S/MiniMax-M3-IQ2_S-00001-of-00004.gguf filter=lfs diff=lfs merge=lfs -text
37
+ IQ2_S/MiniMax-M3-IQ2_S-00002-of-00004.gguf filter=lfs diff=lfs merge=lfs -text
38
+ IQ2_S/MiniMax-M3-IQ2_S-00003-of-00004.gguf filter=lfs diff=lfs merge=lfs -text
39
+ IQ2_S/MiniMax-M3-IQ2_S-00004-of-00004.gguf filter=lfs diff=lfs merge=lfs -text
40
+ IQ3_S/MiniMax-M3-IQ3_S-00001-of-00005.gguf filter=lfs diff=lfs merge=lfs -text
41
+ IQ3_S/MiniMax-M3-IQ3_S-00002-of-00005.gguf filter=lfs diff=lfs merge=lfs -text
42
+ IQ3_S/MiniMax-M3-IQ3_S-00003-of-00005.gguf filter=lfs diff=lfs merge=lfs -text
43
+ IQ3_S/MiniMax-M3-IQ3_S-00004-of-00005.gguf filter=lfs diff=lfs merge=lfs -text
44
+ IQ3_S/MiniMax-M3-IQ3_S-00005-of-00005.gguf filter=lfs diff=lfs merge=lfs -text
45
+ IQ4_XS/MiniMax-M3-IQ4_XS-00001-of-00006.gguf filter=lfs diff=lfs merge=lfs -text
46
+ IQ4_XS/MiniMax-M3-IQ4_XS-00002-of-00006.gguf filter=lfs diff=lfs merge=lfs -text
47
+ IQ4_XS/MiniMax-M3-IQ4_XS-00003-of-00006.gguf filter=lfs diff=lfs merge=lfs -text
48
+ IQ4_XS/MiniMax-M3-IQ4_XS-00004-of-00006.gguf filter=lfs diff=lfs merge=lfs -text
49
+ IQ4_XS/MiniMax-M3-IQ4_XS-00005-of-00006.gguf filter=lfs diff=lfs merge=lfs -text
50
+ IQ4_XS/MiniMax-M3-IQ4_XS-00006-of-00006.gguf filter=lfs diff=lfs merge=lfs -text
51
+ Q4_K_M/MiniMax-M3-Q4_K_M-00001-of-00007.gguf filter=lfs diff=lfs merge=lfs -text
52
+ Q4_K_M/MiniMax-M3-Q4_K_M-00002-of-00007.gguf filter=lfs diff=lfs merge=lfs -text
53
+ Q4_K_M/MiniMax-M3-Q4_K_M-00003-of-00007.gguf filter=lfs diff=lfs merge=lfs -text
54
+ Q4_K_M/MiniMax-M3-Q4_K_M-00004-of-00007.gguf filter=lfs diff=lfs merge=lfs -text
55
+ Q4_K_M/MiniMax-M3-Q4_K_M-00005-of-00007.gguf filter=lfs diff=lfs merge=lfs -text
56
+ Q4_K_M/MiniMax-M3-Q4_K_M-00006-of-00007.gguf filter=lfs diff=lfs merge=lfs -text
57
+ Q4_K_M/MiniMax-M3-Q4_K_M-00007-of-00007.gguf filter=lfs diff=lfs merge=lfs -text
58
+ Q5_K_M/MiniMax-M3-Q5_K_M-00001-of-00008.gguf filter=lfs diff=lfs merge=lfs -text
59
+ Q5_K_M/MiniMax-M3-Q5_K_M-00002-of-00008.gguf filter=lfs diff=lfs merge=lfs -text
60
+ Q5_K_M/MiniMax-M3-Q5_K_M-00003-of-00008.gguf filter=lfs diff=lfs merge=lfs -text
61
+ Q5_K_M/MiniMax-M3-Q5_K_M-00004-of-00008.gguf filter=lfs diff=lfs merge=lfs -text
62
+ Q5_K_M/MiniMax-M3-Q5_K_M-00005-of-00008.gguf filter=lfs diff=lfs merge=lfs -text
63
+ Q5_K_M/MiniMax-M3-Q5_K_M-00006-of-00008.gguf filter=lfs diff=lfs merge=lfs -text
64
+ Q5_K_M/MiniMax-M3-Q5_K_M-00007-of-00008.gguf filter=lfs diff=lfs merge=lfs -text
65
+ Q5_K_M/MiniMax-M3-Q5_K_M-00008-of-00008.gguf filter=lfs diff=lfs merge=lfs -text
66
+ kld_data/01_kld_vs_filesize.png filter=lfs diff=lfs merge=lfs -text
67
+ kld_data/02_ppl_vs_filesize.png filter=lfs diff=lfs merge=lfs -text
68
+ mmproj-MiniMax-M3-BF16.gguf filter=lfs diff=lfs merge=lfs -text
69
+ mmproj-MiniMax-M3-F16.gguf filter=lfs diff=lfs merge=lfs -text
70
+ mmproj-MiniMax-M3-F32.gguf filter=lfs diff=lfs merge=lfs -text
71
+ mmproj-MiniMax-M3-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
72
+ imatrix.gguf filter=lfs diff=lfs merge=lfs -text
IQ2_S/MiniMax-M3-IQ2_S-00001-of-00004.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0af7038aa23015dfbfef31554d0ad4910001acd4ada8417a4c0576a36980ca50
3
+ size 8243456
IQ2_S/MiniMax-M3-IQ2_S-00002-of-00004.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8ef4b8fac8393d2fe071be8949af9b3a9fb0bf7c7d8cbf7c59cc473c4e8fc862
3
+ size 49943709728
IQ2_S/MiniMax-M3-IQ2_S-00003-of-00004.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4a57746c81aac84fb78d53144d8938ffaedf6d51a19ca65e75829ec373196edd
3
+ size 49493191616
IQ2_S/MiniMax-M3-IQ2_S-00004-of-00004.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ec934700ac644f295a91b0a73748107cd456f5d3324db4a0f1ca188ca4814d5b
3
+ size 44456109568
IQ3_S/MiniMax-M3-IQ3_S-00001-of-00005.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d3be9da0f2cced282546d7e0d991bf20f4084caf019c39e1176a8c839992d943
3
+ size 8243456
IQ3_S/MiniMax-M3-IQ3_S-00002-of-00005.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d2f16d4fcee3fa25360424e8ffe1905597014ec9137d4b2c202cee82aa1be9a2
3
+ size 49486490176
IQ3_S/MiniMax-M3-IQ3_S-00003-of-00005.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3b59c7507cf8db733b84aa077f22485de083fb7d82b32918ac270272f419c5cc
3
+ size 49300213184
IQ3_S/MiniMax-M3-IQ3_S-00004-of-00005.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:993d2f4aa4ad8245bf8db7cf1228f18c219df744e58069d3b87d2d141b25b4a7
3
+ size 49300213184
IQ3_S/MiniMax-M3-IQ3_S-00005-of-00005.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f8821b1f895c25048334ff51dff913e36d628708cb04a244444317d6fe49b8cb
3
+ size 10867840128
IQ4_XS/MiniMax-M3-IQ4_XS-00001-of-00006.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:da38b523f3f9435f11b928b9f5f9dc377e811d9d14bbe86399cdea782383a453
3
+ size 8243456
IQ4_XS/MiniMax-M3-IQ4_XS-00002-of-00006.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4d26ca40e20a2ccc88f4bef2dc9b3f9727815065c8a7238576bd362ffad2e55e
3
+ size 49889865472
IQ4_XS/MiniMax-M3-IQ4_XS-00003-of-00006.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e249629134e32f7b3f2bcbc5fc88afc58df38b891e40283a86a63661f65ae45f
3
+ size 49178497504
IQ4_XS/MiniMax-M3-IQ4_XS-00004-of-00006.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:96523ded5054624e72a7e573ff6c6ec763da56ba640f1025803da1971d3d9d2d
3
+ size 49178497504
IQ4_XS/MiniMax-M3-IQ4_XS-00005-of-00006.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:751c49750a7293c81009edd30a86c0cadbf0fc9a407b65f2d6e86f810c4dd6db
3
+ size 49178497504
IQ4_XS/MiniMax-M3-IQ4_XS-00006-of-00006.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e13d61e1df48f41f734d6924e58af4bc65bf54cf15d1fbe471ea6657fa1c1a27
3
+ size 5638796800
Q4_K_M/MiniMax-M3-Q4_K_M-00001-of-00007.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8223ae3c1ed014de99d4cb50178a6babb37b591afc0527f93ff63de574b5cf2a
3
+ size 8243424
Q4_K_M/MiniMax-M3-Q4_K_M-00002-of-00007.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8a94b87296401fb0fb032db3e09f4f94442d9a136b544c299d7ff63837bee5eb
3
+ size 49504563584
Q4_K_M/MiniMax-M3-Q4_K_M-00003-of-00007.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:28b027e93f675b07f8d865137e5f0a94b61008d2caeaa929d020a9c466b1fa15
3
+ size 48778999712
Q4_K_M/MiniMax-M3-Q4_K_M-00004-of-00007.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b9922a182b3a18491e25b0bc9e72affcbacfa75764a86238ce046841dc228098
3
+ size 48905225216
Q4_K_M/MiniMax-M3-Q4_K_M-00005-of-00007.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6c5246a1521d582b721ab1602dad18ec24096d6799423d4f52d625392b86afb6
3
+ size 48606405760
Q4_K_M/MiniMax-M3-Q4_K_M-00006-of-00007.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e464689e04f971f6c0c52c44f408e3de0d865835c30fbda29cd673c14714b3e5
3
+ size 48778999712
Q4_K_M/MiniMax-M3-Q4_K_M-00007-of-00007.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2bf6f08ff1f5cef0488de1018a2862573a7b5c88245b7778d358ab39aa4daaeb
3
+ size 19681067488
Q5_K_M/MiniMax-M3-Q5_K_M-00001-of-00008.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:db2d16a9c9d1310fc5f75885262ee5c30f6e16b5e34f12bd84e7da902032f40a
3
+ size 8243424
Q5_K_M/MiniMax-M3-Q5_K_M-00002-of-00008.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e1a71ccf1f420620b5be92af70c5131a77074a4721c9868190b8cc8db8e6fdb7
3
+ size 49762014240
Q5_K_M/MiniMax-M3-Q5_K_M-00003-of-00008.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5c908b625824e2e806d555cc23d8cbb05468397ac63d9e12ba3fc26e69af4b7e
3
+ size 49467836192
Q5_K_M/MiniMax-M3-Q5_K_M-00004-of-00008.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:895c18604157f2a7a66e5021359d94869350d8ce988c7875a3d44344bab9afaa
3
+ size 49467836192
Q5_K_M/MiniMax-M3-Q5_K_M-00005-of-00008.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b1335d606764b823f3f56c176a0cbd91a91df18711dffd010af46decf87707cc
3
+ size 49467836192
Q5_K_M/MiniMax-M3-Q5_K_M-00006-of-00008.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9dd9509f66638bc3a14291960512fea566d3f61a1caf224725aa0604718a5d3b
3
+ size 49467836192
Q5_K_M/MiniMax-M3-Q5_K_M-00007-of-00008.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ac6abc8c588f82db0ae2faaa099e656ab0a16129dbf29a8f360b72b1fcac02e5
3
+ size 49467836192
Q5_K_M/MiniMax-M3-Q5_K_M-00008-of-00008.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:34cae7ed37fa118ecad68469eeadce145733c47475f5331ca6960e56defe577a
3
+ size 19870176224
README.md ADDED
@@ -0,0 +1,19 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model:
3
+ - MiniMaxAI/MiniMax-M3
4
+ ---
5
+ This repo contains specialized MoE-quants for MiniMaxAI/MiniMax-M3. The idea being that given the huge size of the FFN tensors compared to the rest of the tensors in the model, it should be possible to achieve a better quality while keeping the overall size of the entire model smaller compared to a similar naive quantization. To that end, the quantization type default is kept in high quality and the FFN UP + FFN GATE tensors are quanted down along with the FFN DOWN tensors.
6
+
7
+ Additionally, I've provided a [J-Space lens](https://transformer-circuits.pub/2026/workspace/index.html) in the `lens/` folder, trained on ~128 text prompts.
8
+
9
+ | Quant | Size | Mixture | PPL | 1-(Mean PPL(Q)/PPL(base)) | KLD |
10
+ | :----- | :-------------------- | :------------------------------- | :------------------ | :------------------------ | :------------------ |
11
+ | Q8_0 | 421.84 GiB (8.50 BPW) | Q8_0 | 5.202737 ± 0.034827 | +0.3357% | 0.030136 ± 0.000884 |
12
+ | Q5_K_M | 295.20 GiB (5.95 BPW) | Q8_0 / Q5_K / Q5_K / Q6_K | 5.218907 ± 0.034969 | +0.6475% | 0.041986 ± 0.001016 |
13
+ | Q4_K_M | 246.11 GiB (4.96 BPW) | Q8_0 / Q4_K / Q4_K / Q5_K | 5.282848 ± 0.035408 | +1.8807% | 0.068863 ± 0.000982 |
14
+ | IQ4_XS | 189.12 GiB (3.81 BPW) | Q6_K / IQ3_S / IQ3_S / IQ4_XS | 5.657391 ± 0.038606 | +9.1038% | 0.151112 ± 0.001437 |
15
+ | IQ3_S | 148.04 GiB (2.98 BPW) | Q6_K / IQ2_S / IQ2_S / IQ3_S | 6.417468 ± 0.044920 | +23.7620% | 0.321256 ± 0.002052 |
16
+ | IQ2_S | 134.01 GiB (2.70 BPW) | Q6_K / IQ2_XS / IQ2_XS / IQ3_XXS | 6.636852 ± 0.046125 | +27.9929% | 0.397892 ± 0.002336 |
17
+
18
+ ![kld_graph](kld_data/01_kld_vs_filesize.png "Chart showing Pareto KLD analysis of quants")
19
+ ![ppl_graph](kld_data/02_ppl_vs_filesize.png "Chart showing Pareto PPL analysis of quants")
imatrix.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3dccd6c30e418f91df0b3d83f7dd661116ae853092e779ccde6b65d862491e41
3
+ size 462863200
kld_data/01_kld_vs_filesize.png ADDED

Git LFS Details

  • SHA256: 093ef0837bc0842195c872e8114b0509a4e06139130b3ee37d16456680f08dc0
  • Pointer size: 131 Bytes
  • Size of remote file: 152 kB
kld_data/02_ppl_vs_filesize.png ADDED

Git LFS Details

  • SHA256: 154c16bcf457ace7443b68cbce320f158b39c046dbff4d2db8d29523b81ec869
  • Pointer size: 131 Bytes
  • Size of remote file: 175 kB
kld_data/aes_sedai/MiniMax-M3-IQ2_S.md ADDED
@@ -0,0 +1,844 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ### MiniMax-M3-IQ2_S (aes_sedai)
2
+
3
+ ```txt
4
+ /home/jarvis/development/llama.cpp/build/bin/llama-perplexity --threads 48 --flash-attn on -lv 4 --file /mnt/srv/host/resources/KLD/wiki.test.raw --kl-divergence-base /mnt/srv/snowdrift/ref-logits/MiniMax-M3-BF16-512ctx-wiki.test.raw.bin --kl-divergence --batch-size 8192 --ubatch-size 8192 --model /mnt/srv/snowdrift/gguf/MiniMax-M3-GGUF/aes_sedai/MiniMax-M3-IQ2_S.gguf --direct-io
5
+ 0.01.736.535 W DEPRECATED: --direct-io and --no-direct-io are deprecated. use --load-mode dio instead
6
+ 0.01.736.645 I cmn common_init_: fitting params to device memory ...
7
+ 0.01.736.652 I cmn common_init_: (for bugs during this step try to reproduce them with -fit off, or provide --verbose logs if the bug only occurs with -fit on)
8
+ 0.01.736.661 I common_params_fit_impl: getting device memory data for initial parameters:
9
+ 0.02.770.656 I common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted |
10
+ 0.02.770.666 I common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (17953 = 14942 + 168 + 2842) + -17391 |
11
+ 0.02.770.667 I common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (25463 = 21240 + 180 + 4043) + -24901 |
12
+ 0.02.770.667 I common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (25463 = 21240 + 180 + 4043) + -24901 |
13
+ 0.02.770.667 I common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (25463 = 21240 + 180 + 4043) + -24901 |
14
+ 0.02.770.667 I common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (22986 = 18880 + 160 + 3946) + -22424 |
15
+ 0.02.770.668 I common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (25463 = 21240 + 180 + 4043) + -24901 |
16
+ 0.02.770.668 I common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 90524 + (27445 = 17481 + 140 + 9823) + -20719 |
17
+ 0.02.770.668 I common_memory_breakdown_print: | - Host | 1492 = 961 + 0 + 531 |
18
+ 0.02.827.024 I common_params_fit_impl: projected memory use with initial parameters [MiB]:
19
+ 0.02.827.037 I common_params_fit_impl: - CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 17953 used, 78734 free vs. target of 1024
20
+ 0.02.827.037 I common_params_fit_impl: - CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 25463 used, 71224 free vs. target of 1024
21
+ 0.02.827.038 I common_params_fit_impl: - CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 25463 used, 71224 free vs. target of 1024
22
+ 0.02.827.038 I common_params_fit_impl: - CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 25463 used, 71224 free vs. target of 1024
23
+ 0.02.827.038 I common_params_fit_impl: - CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 22986 used, 73701 free vs. target of 1024
24
+ 0.02.827.038 I common_params_fit_impl: - CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 25463 used, 71224 free vs. target of 1024
25
+ 0.02.827.038 I common_params_fit_impl: - CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 27445 used, 63078 free vs. target of 1024
26
+ 0.02.827.039 I common_params_fit_impl: projected to use 170240 MiB of device memory vs. 670651 MiB of free device memory
27
+ 0.02.827.039 I common_params_fit_impl: targets for free memory can be met on all devices, no changes needed
28
+ 0.02.827.040 I common_fit_params: successfully fit params to free device memory
29
+ 0.02.827.044 I common_fit_params: fitting params to free memory took 1.09 seconds
30
+ 0.02.860.376 I llama_model_loader: loaded meta data with 54 key-value pairs and 1176 tensors from /mnt/srv/snowdrift/gguf/MiniMax-M3-GGUF/aes_sedai/MiniMax-M3-IQ2_S.gguf (version GGUF V3 (latest))
31
+ 0.02.860.401 I llama_model_loader: Dumping metadata keys/values. Note: KV overrides do not apply in this output.
32
+ 0.02.860.405 I llama_model_loader: - kv 0: general.architecture str = minimax-m3
33
+ 0.02.860.406 I llama_model_loader: - kv 1: general.type str = model
34
+ 0.02.860.411 I llama_model_loader: - kv 2: general.sampling.top_p f32 = 0.950000
35
+ 0.02.860.411 I llama_model_loader: - kv 3: general.sampling.temp f32 = 1.000000
36
+ 0.02.860.412 I llama_model_loader: - kv 4: general.name str = MiniMax M3
37
+ 0.02.860.412 I llama_model_loader: - kv 5: general.size_label str = 128x16B
38
+ 0.02.860.412 I llama_model_loader: - kv 6: general.license str = other
39
+ 0.02.860.413 I llama_model_loader: - kv 7: general.license.name str = minimax-community
40
+ 0.02.860.413 I llama_model_loader: - kv 8: general.license.link str = LICENSE
41
+ 0.02.860.425 I llama_model_loader: - kv 9: general.tags arr[str,6] = ["multimodal", "moe", "agent", "codin...
42
+ 0.02.860.426 I llama_model_loader: - kv 10: minimax-m3.block_count u32 = 60
43
+ 0.02.860.426 I llama_model_loader: - kv 11: minimax-m3.context_length u32 = 1048576
44
+ 0.02.860.427 I llama_model_loader: - kv 12: minimax-m3.embedding_length u32 = 6144
45
+ 0.02.860.427 I llama_model_loader: - kv 13: minimax-m3.feed_forward_length u32 = 12288
46
+ 0.02.860.428 I llama_model_loader: - kv 14: minimax-m3.attention.head_count u32 = 64
47
+ 0.02.860.429 I llama_model_loader: - kv 15: minimax-m3.attention.head_count_kv u32 = 4
48
+ 0.02.860.430 I llama_model_loader: - kv 16: minimax-m3.rope.freq_base f32 = 5000000.000000
49
+ 0.02.860.431 I llama_model_loader: - kv 17: minimax-m3.attention.layer_norm_rms_epsilon f32 = 0.000001
50
+ 0.02.860.431 I llama_model_loader: - kv 18: minimax-m3.expert_count u32 = 128
51
+ 0.02.860.432 I llama_model_loader: - kv 19: minimax-m3.expert_used_count u32 = 4
52
+ 0.02.860.432 I llama_model_loader: - kv 20: minimax-m3.expert_gating_func u32 = 2
53
+ 0.02.860.433 I llama_model_loader: - kv 21: minimax-m3.attention.key_length u32 = 128
54
+ 0.02.860.434 I llama_model_loader: - kv 22: minimax-m3.attention.value_length u32 = 128
55
+ 0.02.860.434 I llama_model_loader: - kv 23: minimax-m3.expert_feed_forward_length u32 = 3072
56
+ 0.02.860.435 I llama_model_loader: - kv 24: minimax-m3.rope.dimension_count u32 = 64
57
+ 0.02.860.435 I llama_model_loader: - kv 25: minimax-m3.expert_shared_count u32 = 1
58
+ 0.02.860.436 I llama_model_loader: - kv 26: minimax-m3.expert_weights_scale f32 = 2.000000
59
+ 0.02.860.436 I llama_model_loader: - kv 27: minimax-m3.expert_weights_norm bool = true
60
+ 0.02.860.437 I llama_model_loader: - kv 28: minimax-m3.attention.indexer.head_count u32 = 4
61
+ 0.02.860.438 I llama_model_loader: - kv 29: minimax-m3.attention.indexer.key_length u32 = 128
62
+ 0.02.860.438 I llama_model_loader: - kv 30: minimax-m3.attention.indexer.top_k u32 = 16
63
+ 0.02.860.439 I llama_model_loader: - kv 31: minimax-m3.attention.indexer.block_size u32 = 128
64
+ 0.02.860.440 I llama_model_loader: - kv 32: minimax-m3.attention.indexer.local_blocks u32 = 1
65
+ 0.02.860.441 I llama_model_loader: - kv 33: minimax-m3.leading_dense_block_count u32 = 3
66
+ 0.02.860.441 I llama_model_loader: - kv 34: tokenizer.ggml.model str = gpt2
67
+ 0.02.860.442 I llama_model_loader: - kv 35: tokenizer.ggml.pre str = minimax-m2
68
+ 0.02.871.841 I llama_model_loader: - kv 36: tokenizer.ggml.tokens arr[str,200064] = ["Ā", "ā", "Ă", "ă", "Ą", "ą", ...
69
+ 0.02.874.626 I llama_model_loader: - kv 37: tokenizer.ggml.token_type arr[i32,200064] = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, ...
70
+ 0.02.885.446 I llama_model_loader: - kv 38: tokenizer.ggml.merges arr[str,199744] = ["Ġ Ġ", "Ġ t", "Ġ a", "i n", "e r...
71
+ 0.02.885.456 I llama_model_loader: - kv 39: tokenizer.ggml.bos_token_id u32 = 200019
72
+ 0.02.885.456 I llama_model_loader: - kv 40: tokenizer.ggml.eos_token_id u32 = 200020
73
+ 0.02.885.457 I llama_model_loader: - kv 41: tokenizer.ggml.unknown_token_id u32 = 200020
74
+ 0.02.885.457 I llama_model_loader: - kv 42: tokenizer.ggml.padding_token_id u32 = 200000
75
+ 0.02.885.459 I llama_model_loader: - kv 43: tokenizer.chat_template str = {# ---------- special token variables...
76
+ 0.02.885.460 I llama_model_loader: - kv 44: general.quantization_version u32 = 2
77
+ 0.02.885.460 I llama_model_loader: - kv 45: general.file_type u32 = 18
78
+ 0.02.885.461 I llama_model_loader: - kv 46: MoE_Quantization.ffn_up_exps str = IQ2_XS
79
+ 0.02.885.461 I llama_model_loader: - kv 47: MoE_Quantization.ffn_gate_exps str = IQ2_XS
80
+ 0.02.885.461 I llama_model_loader: - kv 48: MoE_Quantization.ffn_down_exps str = IQ3_XXS
81
+ 0.02.885.462 I llama_model_loader: - kv 49: MoE_Quantization.type_default str = Q6_K
82
+ 0.02.885.462 I llama_model_loader: - kv 50: quantize.imatrix.file str = /mnt/srv/snowdrift/fp16/MiniMax-M3/im...
83
+ 0.02.885.463 I llama_model_loader: - kv 51: quantize.imatrix.dataset str = /mnt/srv/host/resources/KLD/calibrati...
84
+ 0.02.885.463 I llama_model_loader: - kv 52: quantize.imatrix.entries_count u32 = 762
85
+ 0.02.885.464 I llama_model_loader: - kv 53: quantize.imatrix.chunks_count u32 = 49
86
+ 0.02.885.464 I llama_model_loader: - type f32: 583 tensors
87
+ 0.02.885.465 I llama_model_loader: - type q6_K: 422 tensors
88
+ 0.02.885.465 I llama_model_loader: - type iq2_xs: 114 tensors
89
+ 0.02.885.465 I llama_model_loader: - type iq3_xxs: 57 tensors
90
+ 0.02.885.466 I print_info: file format = GGUF V3 (latest)
91
+ 0.02.885.467 I print_info: file type = Q6_K
92
+ 0.02.885.471 I print_info: file size = 134.01 GiB (2.70 BPW)
93
+ 0.02.885.732 I llama_prepare_model_devices: using device CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:01:00.0) - 96687 MiB free
94
+ 0.02.885.754 I llama_prepare_model_devices: using device CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:02:00.0) - 96687 MiB free
95
+ 0.02.885.761 I llama_prepare_model_devices: using device CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:03:00.0) - 96687 MiB free
96
+ 0.02.885.766 I llama_prepare_model_devices: using device CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:04:00.0) - 96687 MiB free
97
+ 0.02.885.771 I llama_prepare_model_devices: using device CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:05:00.0) - 96687 MiB free
98
+ 0.02.885.777 I llama_prepare_model_devices: using device CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:06:00.0) - 96687 MiB free
99
+ 0.02.885.782 I llama_prepare_model_devices: using device CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:07:00.0) - 90524 MiB free
100
+ 0.02.954.288 I load: 0 unused tokens
101
+ 0.02.969.393 I load: printing all EOG tokens:
102
+ 0.02.969.402 I load: - 200004 ('<fim_pad>')
103
+ 0.02.969.402 I load: - 200005 ('<reponame>')
104
+ 0.02.969.403 I load: - 200020 ('[e~[')
105
+ 0.02.969.531 I load: special tokens cache size = 61
106
+ 0.03.005.852 I load: token to piece cache size = 1.3356 MB
107
+ 0.03.005.873 I print_info: arch = minimax-m3
108
+ 0.03.005.874 I print_info: vocab_only = 0
109
+ 0.03.005.874 I print_info: no_alloc = 0
110
+ 0.03.005.874 I print_info: n_ctx_train = 1048576
111
+ 0.03.005.875 I print_info: n_embd_inp = 6144
112
+ 0.03.005.875 I print_info: n_embd = 6144
113
+ 0.03.005.875 I print_info: n_embd_out = 6144
114
+ 0.03.005.875 I print_info: n_layer = 60
115
+ 0.03.005.875 I print_info: n_layer_all = 60
116
+ 0.03.005.884 I print_info: n_head = 64
117
+ 0.03.005.885 I print_info: n_head_kv = 4
118
+ 0.03.005.885 I print_info: n_rot = 64
119
+ 0.03.005.885 I print_info: n_swa = 0
120
+ 0.03.005.886 I print_info: is_swa_any = 0
121
+ 0.03.005.886 I print_info: n_embd_head_k = 128
122
+ 0.03.005.886 I print_info: n_embd_head_v = 128
123
+ 0.03.005.887 I print_info: n_gqa = 16
124
+ 0.03.005.888 I print_info: n_embd_k_gqa = 512
125
+ 0.03.005.889 I print_info: n_embd_v_gqa = 512
126
+ 0.03.005.890 I print_info: f_norm_eps = 0.0e+00
127
+ 0.03.005.891 I print_info: f_norm_rms_eps = 1.0e-06
128
+ 0.03.005.892 I print_info: f_clamp_kqv = 0.0e+00
129
+ 0.03.005.892 I print_info: f_max_alibi_bias = 0.0e+00
130
+ 0.03.005.892 I print_info: f_logit_scale = 0.0e+00
131
+ 0.03.005.892 I print_info: f_attn_scale = 0.0e+00
132
+ 0.03.005.892 I print_info: f_attn_value_scale = 0.0000
133
+ 0.03.005.894 I print_info: n_ff = 12288
134
+ 0.03.005.894 I print_info: n_expert = 128
135
+ 0.03.005.895 I print_info: n_expert_used = 4
136
+ 0.03.005.895 I print_info: n_expert_groups = 0
137
+ 0.03.005.895 I print_info: n_group_used = 0
138
+ 0.03.005.895 I print_info: causal attn = 1
139
+ 0.03.005.895 I print_info: pooling type = -1
140
+ 0.03.005.895 I print_info: rope type = 2
141
+ 0.03.005.896 I print_info: rope scaling = linear
142
+ 0.03.005.897 I print_info: freq_base_train = 5000000.0
143
+ 0.03.005.897 I print_info: freq_scale_train = 1
144
+ 0.03.005.897 I print_info: n_ctx_orig_yarn = 1048576
145
+ 0.03.005.897 I print_info: rope_yarn_log_mul = 0.0000
146
+ 0.03.005.897 I print_info: rope_finetuned = unknown
147
+ 0.03.005.898 I print_info: model type = 428B.A23B
148
+ 0.03.005.899 I print_info: model params = 426.17 B
149
+ 0.03.005.899 I print_info: general.name = MiniMax M3
150
+ 0.03.005.900 I print_info: vocab type = BPE
151
+ 0.03.005.900 I print_info: n_vocab = 200064
152
+ 0.03.005.900 I print_info: n_merges = 199744
153
+ 0.03.005.901 I print_info: BOS token = 200019 ']~b]'
154
+ 0.03.005.901 I print_info: EOS token = 200020 '[e~['
155
+ 0.03.005.901 I print_info: UNK token = 200020 '[e~['
156
+ 0.03.005.901 I print_info: PAD token = 200000 ']!p~['
157
+ 0.03.005.901 I print_info: LF token = 10 'Ċ'
158
+ 0.03.005.901 I print_info: FIM PRE token = 200001 '<fim_prefix>'
159
+ 0.03.005.902 I print_info: FIM SUF token = 200003 '<fim_suffix>'
160
+ 0.03.005.902 I print_info: FIM MID token = 200002 '<fim_middle>'
161
+ 0.03.005.902 I print_info: FIM PAD token = 200004 '<fim_pad>'
162
+ 0.03.005.902 I print_info: FIM REP token = 200005 '<reponame>'
163
+ 0.03.005.902 I print_info: EOG token = 200004 '<fim_pad>'
164
+ 0.03.005.902 I print_info: EOG token = 200005 '<reponame>'
165
+ 0.03.005.903 I print_info: EOG token = 200020 '[e~['
166
+ 0.03.005.903 I print_info: max token length = 256
167
+ 0.03.005.904 I load_tensors: loading model tensors, this can take a while... (load_mode = dio)
168
+ 0.03.295.838 I load_tensors: offloading output layer to GPU
169
+ 0.03.295.847 I load_tensors: offloading 59 repeating layers to GPU
170
+ 0.03.295.847 I load_tensors: offloaded 61/61 layers to GPU
171
+ 0.03.295.853 I load_tensors: CUDA0 model buffer size = 14942.83 MiB
172
+ 0.03.295.854 I load_tensors: CUDA1 model buffer size = 21240.16 MiB
173
+ 0.03.295.855 I load_tensors: CUDA2 model buffer size = 21240.16 MiB
174
+ 0.03.295.856 I load_tensors: CUDA3 model buffer size = 21240.16 MiB
175
+ 0.03.295.856 I load_tensors: CUDA4 model buffer size = 18880.14 MiB
176
+ 0.03.295.856 I load_tensors: CUDA5 model buffer size = 21240.16 MiB
177
+ 0.03.295.857 I load_tensors: CUDA6 model buffer size = 17481.76 MiB
178
+ 0.03.295.857 I load_tensors: CUDA_Host model buffer size = 961.61 MiB
179
+ ....................................................................................................
180
+ 1.16.413.708 I cmn common_init_: added <fim_pad> logit bias = -inf
181
+ 1.16.413.717 I cmn common_init_: added <reponame> logit bias = -inf
182
+ 1.16.413.718 I cmn common_init_: added [e~[ logit bias = -inf
183
+ 1.16.414.002 I llama_context: constructing llama_context
184
+ 1.16.414.011 I llama_context: n_seq_max = 16
185
+ 1.16.414.011 I llama_context: n_ctx = 8192
186
+ 1.16.414.011 I llama_context: n_ctx_seq = 512
187
+ 1.16.414.012 I llama_context: n_batch = 8192
188
+ 1.16.414.012 I llama_context: n_ubatch = 8192
189
+ 1.16.414.012 I llama_context: causal_attn = 1
190
+ 1.16.414.013 I llama_context: flash_attn = enabled
191
+ 1.16.414.013 I llama_context: kv_unified = false
192
+ 1.16.414.016 I llama_context: freq_base = 5000000.0
193
+ 1.16.414.017 I llama_context: freq_scale = 1
194
+ 1.16.414.017 I llama_context: n_rs_seq = 0
195
+ 1.16.414.017 I llama_context: n_outputs_max = 8192
196
+ 1.16.414.018 I llama_context: n_ctx_seq (512) < n_ctx_train (1048576) -- the full capacity of the model will not be utilized
197
+ 1.16.419.623 I llama_context: CUDA_Host output buffer size = 12.21 MiB
198
+ 1.16.420.256 I llama_kv_cache: CUDA0 KV buffer size = 168.00 MiB
199
+ 1.16.430.984 I llama_kv_cache: CUDA1 KV buffer size = 180.00 MiB
200
+ 1.16.442.587 I llama_kv_cache: CUDA2 KV buffer size = 180.00 MiB
201
+ 1.16.453.061 I llama_kv_cache: CUDA3 KV buffer size = 180.00 MiB
202
+ 1.16.463.617 I llama_kv_cache: CUDA4 KV buffer size = 160.00 MiB
203
+ 1.16.471.262 I llama_kv_cache: CUDA5 KV buffer size = 180.00 MiB
204
+ 1.16.471.555 I llama_kv_cache: CUDA6 KV buffer size = 140.00 MiB
205
+ 1.16.471.648 I llama_kv_cache: size = 1188.00 MiB ( 512 cells, 60 layers, 16/16 seqs), K (f16): 480.00 MiB, V (f16): 480.00 MiB, K_idx (f32): 228.00 MiB
206
+ 1.16.471.656 I llama_kv_cache: attn_rot_k = 0, n_embd_head_k_all = 128
207
+ 1.16.471.656 I llama_kv_cache: attn_rot_v = 0, n_embd_head_k_all = 128
208
+ 1.16.471.732 I llama_context: pipeline parallelism enabled
209
+ 1.16.471.739 I sched_reserve: reserving ...
210
+ 1.16.540.630 I resolve_fused_ops: resolving fused Gated Delta Net support:
211
+ 1.16.542.834 I resolve_fused_ops: fused Gated Delta Net (autoregressive) enabled
212
+ 1.16.556.151 I resolve_fused_ops: fused Gated Delta Net (chunked) enabled
213
+ 1.16.556.163 I resolve_fused_ops: resolving fused Lightning Indexer support:
214
+ 1.16.561.175 I resolve_fused_ops: Lightning Indexer enabled
215
+ 1.16.561.188 I resolve_fused_ops: resolving fused DeepSeek V4 HC support:
216
+ 1.16.566.124 I resolve_fused_ops: fused DeepSeek V4 HC pre enabled
217
+ 1.16.570.514 I resolve_fused_ops: fused DeepSeek V4 HC comb enabled
218
+ 1.16.574.953 I resolve_fused_ops: fused DeepSeek V4 HC post enabled
219
+ 1.16.768.416 I sched_reserve: CUDA0 compute buffer size = 2842.62 MiB
220
+ 1.16.768.429 I sched_reserve: CUDA1 compute buffer size = 3275.62 MiB
221
+ 1.16.768.430 I sched_reserve: CUDA2 compute buffer size = 3275.62 MiB
222
+ 1.16.768.431 I sched_reserve: CUDA3 compute buffer size = 3275.62 MiB
223
+ 1.16.768.431 I sched_reserve: CUDA4 compute buffer size = 3178.62 MiB
224
+ 1.16.768.432 I sched_reserve: CUDA5 compute buffer size = 3275.62 MiB
225
+ 1.16.768.433 I sched_reserve: CUDA6 compute buffer size = 9055.75 MiB
226
+ 1.16.768.433 I sched_reserve: CUDA_Host compute buffer size = 531.00 MiB
227
+ 1.16.768.435 I sched_reserve: graph nodes = 29701 (with bs=8192), 6502 (with bs=1)
228
+ 1.16.768.435 I sched_reserve: graph splits = 1832 (with bs=8192), 8 (with bs=1)
229
+ 1.16.768.437 I sched_reserve: reserve took 296.70 ms, sched copies = 4
230
+ 1.16.768.647 I cmn common_init_: warming up the model with an empty run - please wait ... (--no-warmup to disable)
231
+ 1.16.930.676 I
232
+ 1.16.930.779 I system_info: n_threads = 48 (n_threads_batch = 48) / 56 | CUDA : ARCHS = 1200 | USE_GRAPHS = 1 | BLACKWELL_NATIVE_FP4 = 1 | CPU : SSE3 = 1 | SSSE3 = 1 | AVX = 1 | AVX_VNNI = 1 | AVX2 = 1 | F16C = 1 | FMA = 1 | BMI2 = 1 | AVX512 = 1 | AVX512_VBMI = 1 | AVX512_VNNI = 1 | AVX512_BF16 = 1 | LLAMAFILE = 1 | OPENMP = 1 | REPACK = 1 |
233
+ 1.16.950.682 I kl_divergence: computing over 552 chunks, n_ctx=512, batch_size=8192, n_seq=16
234
+ 1.22.330.982 I kl_divergence: 5.38 seconds per pass - ETA 3.08 minutes
235
+
236
+ chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p
237
+ 1 3.9649 ± 0.5622 0.24801 ± 0.07605 0.43881 ± 0.05809 22.262 ± 1.841 % 78.039 ± 2.598 %
238
+ 2 4.5823 ± 0.4676 0.29416 ± 0.05345 0.44545 ± 0.03900 22.968 ± 1.358 % 76.667 ± 1.875 %
239
+ 3 3.8964 ± 0.3164 0.37114 ± 0.04483 0.52273 ± 0.03617 28.635 ± 1.205 % 75.948 ± 1.546 %
240
+ 4 3.7793 ± 0.2546 0.42913 ± 0.04112 0.57577 ± 0.03182 30.430 ± 1.006 % 75.196 ± 1.353 %
241
+ 5 3.8024 ± 0.2278 0.50336 ± 0.03899 0.64511 ± 0.03052 33.058 ± 0.907 % 74.039 ± 1.228 %
242
+ 6 3.9724 ± 0.2164 0.56213 ± 0.03792 0.70828 ± 0.03072 34.291 ± 0.818 % 71.961 ± 1.149 %
243
+ 7 4.3077 ± 0.2287 0.57133 ± 0.03631 0.71692 ± 0.02895 33.556 ± 0.754 % 71.429 ± 1.070 %
244
+ 8 4.8208 ± 0.2541 0.61010 ± 0.03518 0.75816 ± 0.02760 33.542 ± 0.707 % 69.657 ± 1.018 %
245
+ 9 5.0301 ± 0.2510 0.65062 ± 0.03351 0.77699 ± 0.02573 33.878 ± 0.660 % 68.758 ± 0.968 %
246
+ 10 5.0651 ± 0.2413 0.66921 ± 0.03196 0.78744 ± 0.02437 34.352 ± 0.625 % 68.353 ± 0.921 %
247
+ 11 5.1652 ± 0.2386 0.65502 ± 0.03045 0.77795 ± 0.02296 33.881 ± 0.597 % 68.734 ± 0.875 %
248
+ 12 5.3664 ± 0.2386 0.62248 ± 0.02841 0.73808 ± 0.02140 32.821 ± 0.575 % 69.314 ± 0.834 %
249
+ 13 5.4043 ± 0.2337 0.60351 ± 0.02730 0.72974 ± 0.02064 32.305 ± 0.551 % 69.563 ± 0.799 %
250
+ 14 5.3512 ± 0.2226 0.56873 ± 0.02587 0.70426 ± 0.01964 31.527 ± 0.532 % 70.056 ± 0.767 %
251
+ 15 5.5518 ± 0.2270 0.54036 ± 0.02501 0.69188 ± 0.01901 30.934 ± 0.515 % 70.327 ± 0.739 %
252
+ 16 5.3377 ± 0.2088 0.50869 ± 0.02360 0.65907 ± 0.01801 30.056 ± 0.500 % 71.373 ± 0.708 %
253
+ 17 5.4869 ± 0.2117 0.48031 ± 0.02260 0.64055 ± 0.01798 29.323 ± 0.488 % 71.811 ± 0.683 %
254
+ 18 5.5390 ± 0.2087 0.45872 ± 0.02173 0.62573 ± 0.01753 28.835 ± 0.475 % 72.244 ± 0.661 %
255
+ 19 5.4512 ± 0.1980 0.46914 ± 0.02111 0.62961 ± 0.01693 29.149 ± 0.459 % 71.909 ± 0.646 %
256
+ 20 5.3702 ± 0.1890 0.45348 ± 0.02027 0.61074 ± 0.01622 28.582 ± 0.447 % 72.549 ± 0.625 %
257
+ 21 5.4721 ± 0.1902 0.43855 ± 0.01962 0.60050 ± 0.01567 28.224 ± 0.437 % 72.810 ± 0.608 %
258
+ 22 5.3144 ± 0.1790 0.42986 ± 0.01888 0.58685 ± 0.01507 27.859 ± 0.425 % 73.209 ± 0.591 %
259
+ 23 5.1626 ± 0.1684 0.42062 ± 0.01822 0.57167 ± 0.01451 27.446 ± 0.416 % 73.743 ± 0.575 %
260
+ 24 5.1020 ± 0.1622 0.41069 ± 0.01767 0.56227 ± 0.01419 27.094 ± 0.407 % 74.052 ± 0.560 %
261
+ 25 4.9003 ± 0.1511 0.40362 ± 0.01722 0.55294 ± 0.01389 26.867 ± 0.399 % 74.541 ± 0.546 %
262
+ 26 4.8202 ± 0.1450 0.40025 ± 0.01687 0.54907 ± 0.01358 26.758 ± 0.392 % 74.766 ± 0.533 %
263
+ 27 4.9290 ± 0.1465 0.39651 ± 0.01639 0.54037 ± 0.01315 26.396 ± 0.384 % 75.018 ± 0.522 %
264
+ 28 4.9329 ± 0.1440 0.39033 ± 0.01602 0.53341 ± 0.01276 26.128 ± 0.376 % 75.196 ± 0.511 %
265
+ 29 4.9714 ± 0.1425 0.38254 ± 0.01556 0.52293 ± 0.01236 25.802 ± 0.370 % 75.416 ± 0.501 %
266
+ 30 4.9838 ± 0.1405 0.37499 ± 0.01514 0.51196 ± 0.01199 25.467 ± 0.363 % 75.673 ± 0.491 %
267
+ 31 4.9498 ± 0.1369 0.36534 ± 0.01472 0.50233 ± 0.01163 25.177 ± 0.357 % 75.838 ± 0.481 %
268
+ 32 4.9803 ± 0.1354 0.35813 ± 0.01437 0.49558 ± 0.01133 24.952 ± 0.350 % 75.980 ± 0.473 %
269
+ 33 5.0678 ± 0.1361 0.35292 ± 0.01407 0.48993 ± 0.01103 24.737 ± 0.344 % 76.043 ± 0.465 %
270
+ 34 5.1748 ± 0.1374 0.34920 ± 0.01376 0.48447 ± 0.01074 24.529 ± 0.338 % 75.986 ± 0.459 %
271
+ 35 5.2684 ± 0.1381 0.34802 ± 0.01354 0.48167 ± 0.01049 24.388 ± 0.333 % 75.899 ± 0.453 %
272
+ 36 5.2944 ± 0.1369 0.34206 ± 0.01330 0.47758 ± 0.01027 24.245 ± 0.328 % 75.948 ± 0.446 %
273
+ 37 5.3341 ± 0.1364 0.33463 ± 0.01301 0.46992 ± 0.01002 23.997 ± 0.323 % 76.036 ± 0.439 %
274
+ 38 5.3986 ± 0.1369 0.32954 ± 0.01276 0.46269 ± 0.00980 23.739 ± 0.319 % 76.316 ± 0.432 %
275
+ 39 5.3997 ± 0.1348 0.32363 ± 0.01248 0.45544 ± 0.00958 23.495 ± 0.315 % 76.581 ± 0.425 %
276
+ 40 5.4893 ± 0.1358 0.31793 ± 0.01225 0.45017 ± 0.00937 23.297 ± 0.311 % 76.676 ± 0.419 %
277
+ 41 5.5114 ± 0.1347 0.32030 ± 0.01220 0.45349 ± 0.00933 23.312 ± 0.307 % 76.585 ± 0.414 %
278
+ 42 5.4646 ± 0.1317 0.31908 ± 0.01199 0.44982 ± 0.00914 23.205 ± 0.302 % 76.685 ± 0.409 %
279
+ 43 5.4738 ± 0.1303 0.32045 ± 0.01182 0.44672 ± 0.00897 23.053 ± 0.298 % 76.717 ± 0.404 %
280
+ 44 5.5830 ± 0.1322 0.32187 ± 0.01169 0.44490 ± 0.00880 22.889 ± 0.294 % 76.613 ± 0.400 %
281
+ 45 5.6566 ± 0.1329 0.31970 ± 0.01150 0.44115 ± 0.00862 22.745 ± 0.291 % 76.610 ± 0.395 %
282
+ 46 5.6340 ± 0.1307 0.31835 ± 0.01134 0.43936 ± 0.00848 22.716 ± 0.288 % 76.692 ± 0.390 %
283
+ 47 5.6478 ± 0.1297 0.32491 ± 0.01129 0.44631 ± 0.00844 22.848 ± 0.284 % 76.412 ± 0.388 %
284
+ 48 5.6613 ± 0.1284 0.32444 ± 0.01118 0.44743 ± 0.00831 22.863 ± 0.280 % 76.364 ± 0.384 %
285
+ 49 5.6969 ± 0.1280 0.32083 ± 0.01101 0.44409 ± 0.00818 22.749 ± 0.278 % 76.383 ± 0.380 %
286
+ 50 5.7642 ± 0.1283 0.31750 ± 0.01083 0.43894 ± 0.00803 22.561 ± 0.275 % 76.471 ± 0.376 %
287
+ 51 5.8055 ± 0.1281 0.31302 ± 0.01070 0.43621 ± 0.00790 22.455 ± 0.272 % 76.540 ± 0.372 %
288
+ 52 5.8406 ± 0.1278 0.30923 ± 0.01053 0.43183 ± 0.00776 22.291 ± 0.269 % 76.614 ± 0.368 %
289
+ 53 5.9127 ± 0.1293 0.30896 ± 0.01042 0.43072 ± 0.00768 22.171 ± 0.266 % 76.633 ± 0.364 %
290
+ 54 5.9557 ± 0.1294 0.30760 ± 0.01030 0.43052 ± 0.00761 22.077 ± 0.264 % 76.623 ± 0.361 %
291
+ 55 5.9950 ± 0.1290 0.30300 ± 0.01015 0.42747 ± 0.00749 21.927 ± 0.261 % 76.649 ± 0.357 %
292
+ 56 5.9830 ± 0.1275 0.29922 ± 0.01001 0.42486 ± 0.00739 21.834 ± 0.259 % 76.723 ± 0.354 %
293
+ 57 6.0097 ± 0.1270 0.29470 ± 0.00987 0.42119 ± 0.00729 21.677 ± 0.256 % 76.815 ± 0.350 %
294
+ 58 6.0117 ± 0.1258 0.29230 ± 0.00977 0.42140 ± 0.00724 21.623 ± 0.254 % 76.849 ± 0.347 %
295
+ 59 6.0797 ± 0.1264 0.28976 ± 0.00967 0.41954 ± 0.00717 21.516 ± 0.252 % 76.869 ± 0.344 %
296
+ 60 6.1250 ± 0.1265 0.28677 ± 0.00955 0.41602 ± 0.00706 21.392 ± 0.250 % 76.935 ± 0.341 %
297
+ 61 6.2292 ± 0.1283 0.28198 ± 0.00948 0.41511 ± 0.00703 21.279 ± 0.248 % 76.921 ± 0.338 %
298
+ 62 6.2894 ± 0.1289 0.27988 ± 0.00939 0.41379 ± 0.00694 21.220 ± 0.245 % 76.932 ± 0.335 %
299
+ 63 6.3420 ± 0.1291 0.27777 ± 0.00928 0.41158 ± 0.00689 21.114 ± 0.243 % 76.906 ± 0.333 %
300
+ 64 6.3549 ± 0.1284 0.27494 ± 0.00918 0.40914 ± 0.00680 21.011 ± 0.241 % 77.004 ± 0.329 %
301
+ 65 6.3795 ± 0.1279 0.27194 ± 0.00910 0.40762 ± 0.00672 20.941 ± 0.239 % 76.989 ± 0.327 %
302
+ 66 6.3900 ± 0.1270 0.27060 ± 0.00900 0.40499 ± 0.00663 20.840 ± 0.237 % 77.029 ± 0.324 %
303
+ 67 6.4196 ± 0.1269 0.27007 ± 0.00895 0.40366 ± 0.00658 20.762 ± 0.235 % 77.091 ± 0.322 %
304
+ 68 6.4794 ± 0.1274 0.26837 ± 0.00885 0.40180 ± 0.00649 20.659 ± 0.233 % 77.157 ± 0.319 %
305
+ 69 6.5233 ± 0.1275 0.26550 ± 0.00875 0.40001 ± 0.00643 20.563 ± 0.231 % 77.187 ± 0.316 %
306
+ 70 6.5765 ± 0.1280 0.26773 ± 0.00875 0.40293 ± 0.00644 20.619 ± 0.230 % 77.120 ± 0.314 %
307
+ 71 6.5654 ± 0.1271 0.26674 ± 0.00870 0.40419 ± 0.00654 20.580 ± 0.229 % 77.133 ± 0.312 %
308
+ 72 6.5955 ± 0.1273 0.26364 ± 0.00864 0.40396 ± 0.00651 20.507 ± 0.228 % 77.184 ± 0.310 %
309
+ 73 6.6227 ± 0.1271 0.26239 ± 0.00858 0.40462 ± 0.00653 20.441 ± 0.226 % 77.185 ± 0.308 %
310
+ 74 6.6380 ± 0.1270 0.26288 ± 0.00853 0.40819 ± 0.00656 20.425 ± 0.224 % 77.112 ± 0.306 %
311
+ 75 6.5463 ± 0.1240 0.26657 ± 0.00852 0.41344 ± 0.00660 20.751 ± 0.225 % 77.103 ± 0.304 %
312
+ 76 6.4932 ± 0.1219 0.27032 ± 0.00850 0.41745 ± 0.00659 20.931 ± 0.224 % 77.069 ± 0.302 %
313
+ 77 6.4908 ± 0.1210 0.27330 ± 0.00847 0.41994 ± 0.00655 20.986 ± 0.222 % 77.000 ± 0.300 %
314
+ 78 6.4995 ± 0.1202 0.27346 ± 0.00842 0.41943 ± 0.00649 20.987 ± 0.221 % 77.024 ± 0.298 %
315
+ 79 6.5024 ± 0.1194 0.27069 ± 0.00837 0.41879 ± 0.00645 20.929 ± 0.219 % 76.997 ± 0.297 %
316
+ 80 6.4764 ± 0.1179 0.26949 ± 0.00830 0.41731 ± 0.00638 20.905 ± 0.217 % 76.990 ± 0.295 %
317
+ 81 6.4881 ± 0.1174 0.26930 ± 0.00823 0.41676 ± 0.00631 20.871 ± 0.215 % 77.032 ± 0.293 %
318
+ 82 6.4767 ± 0.1163 0.27038 ± 0.00816 0.41560 ± 0.00625 20.854 ± 0.214 % 77.064 ± 0.291 %
319
+ 83 6.4793 ± 0.1157 0.27034 ± 0.00812 0.41425 ± 0.00618 20.809 ± 0.212 % 77.118 ± 0.289 %
320
+ 84 6.4747 ± 0.1148 0.26911 ± 0.00805 0.41260 ± 0.00612 20.729 ± 0.211 % 77.180 ± 0.287 %
321
+ 85 6.4667 ± 0.1139 0.26776 ± 0.00802 0.41205 ± 0.00618 20.678 ± 0.209 % 77.167 ± 0.285 %
322
+ 86 6.5306 ± 0.1147 0.26661 ± 0.00795 0.41042 ± 0.00611 20.600 ± 0.208 % 77.132 ± 0.284 %
323
+ 87 6.5311 ± 0.1139 0.26638 ± 0.00790 0.40921 ± 0.00606 20.562 ± 0.206 % 77.187 ± 0.282 %
324
+ 88 6.5400 ± 0.1133 0.26634 ± 0.00784 0.40833 ± 0.00600 20.530 ± 0.205 % 77.143 ± 0.280 %
325
+ 89 6.5418 ± 0.1126 0.26590 ± 0.00778 0.40764 ± 0.00595 20.508 ± 0.203 % 77.136 ± 0.279 %
326
+ 90 6.5276 ± 0.1116 0.26583 ± 0.00775 0.40836 ± 0.00590 20.508 ± 0.202 % 77.063 ± 0.278 %
327
+ 91 6.5117 ± 0.1105 0.26552 ± 0.00769 0.40755 ± 0.00585 20.483 ± 0.201 % 77.104 ± 0.276 %
328
+ 92 6.4825 ± 0.1092 0.26634 ± 0.00764 0.40600 ± 0.00580 20.459 ± 0.199 % 77.182 ± 0.274 %
329
+ 93 6.5045 ± 0.1090 0.26722 ± 0.00761 0.40800 ± 0.00580 20.461 ± 0.198 % 77.120 ± 0.273 %
330
+ 94 6.5018 ± 0.1083 0.26591 ± 0.00756 0.40662 ± 0.00575 20.411 ± 0.197 % 77.159 ± 0.271 %
331
+ 95 6.5398 ± 0.1085 0.26567 ± 0.00750 0.40551 ± 0.00569 20.365 ± 0.196 % 77.176 ± 0.270 %
332
+ 96 6.5473 ± 0.1080 0.26558 ± 0.00745 0.40394 ± 0.00564 20.309 ± 0.194 % 77.194 ± 0.268 %
333
+ 97 6.5678 ± 0.1079 0.26614 ± 0.00742 0.40460 ± 0.00563 20.287 ± 0.193 % 77.206 ± 0.267 %
334
+ 98 6.5619 ± 0.1072 0.26597 ± 0.00738 0.40355 ± 0.00558 20.256 ± 0.192 % 77.247 ± 0.265 %
335
+ 99 6.5592 ± 0.1066 0.26510 ± 0.00733 0.40253 ± 0.00554 20.237 ± 0.191 % 77.279 ± 0.264 %
336
+ 100 6.5490 ± 0.1059 0.26735 ± 0.00731 0.40416 ± 0.00551 20.301 ± 0.190 % 77.282 ± 0.262 %
337
+ 101 6.6216 ± 0.1070 0.26606 ± 0.00726 0.40375 ± 0.00547 20.236 ± 0.189 % 77.274 ± 0.261 %
338
+ 102 6.6865 ± 0.1078 0.26357 ± 0.00725 0.40508 ± 0.00545 20.212 ± 0.189 % 77.216 ± 0.260 %
339
+ 103 6.7492 ± 0.1086 0.26085 ± 0.00720 0.40404 ± 0.00541 20.149 ± 0.188 % 77.228 ± 0.259 %
340
+ 104 6.7729 ± 0.1085 0.25830 ± 0.00716 0.40315 ± 0.00537 20.099 ± 0.187 % 77.274 ± 0.257 %
341
+ 105 6.8462 ± 0.1095 0.25671 ± 0.00711 0.40197 ± 0.00533 20.038 ± 0.186 % 77.247 ± 0.256 %
342
+ 106 6.8735 ± 0.1095 0.25539 ± 0.00706 0.39993 ± 0.00528 19.967 ± 0.185 % 77.347 ± 0.255 %
343
+ 107 6.8481 ± 0.1084 0.25354 ± 0.00701 0.39885 ± 0.00525 19.930 ± 0.184 % 77.416 ± 0.253 %
344
+ 108 6.9309 ± 0.1098 0.25173 ± 0.00698 0.39861 ± 0.00523 19.865 ± 0.183 % 77.415 ± 0.252 %
345
+ 109 6.9632 ± 0.1098 0.24990 ± 0.00693 0.39666 ± 0.00518 19.813 ± 0.182 % 77.446 ± 0.251 %
346
+ 110 6.9569 ± 0.1093 0.25156 ± 0.00691 0.39754 ± 0.00517 19.898 ± 0.182 % 77.455 ± 0.250 %
347
+ 111 6.9206 ± 0.1082 0.25618 ± 0.00693 0.40120 ± 0.00518 20.090 ± 0.182 % 77.382 ± 0.249 %
348
+ 112 6.8940 ± 0.1071 0.25868 ± 0.00691 0.40225 ± 0.00516 20.145 ± 0.181 % 77.367 ± 0.248 %
349
+ 113 6.8560 ± 0.1059 0.25937 ± 0.00688 0.40260 ± 0.00513 20.203 ± 0.180 % 77.359 ± 0.247 %
350
+ 114 6.8381 ± 0.1051 0.26172 ± 0.00686 0.40352 ± 0.00511 20.306 ± 0.179 % 77.303 ± 0.246 %
351
+ 115 6.8082 ± 0.1041 0.26401 ± 0.00683 0.40415 ± 0.00509 20.340 ± 0.179 % 77.316 ± 0.245 %
352
+ 116 6.7864 ± 0.1032 0.26454 ± 0.00681 0.40492 ± 0.00508 20.358 ± 0.178 % 77.279 ± 0.244 %
353
+ 117 6.7550 ± 0.1021 0.26442 ± 0.00679 0.40494 ± 0.00510 20.359 ± 0.177 % 77.312 ± 0.242 %
354
+ 118 6.7188 ± 0.1011 0.26676 ± 0.00678 0.40597 ± 0.00509 20.422 ± 0.177 % 77.281 ± 0.242 %
355
+ 119 6.6844 ± 0.1000 0.26873 ± 0.00677 0.40756 ± 0.00507 20.524 ± 0.176 % 77.238 ± 0.241 %
356
+ 120 6.6637 ± 0.0993 0.27022 ± 0.00678 0.40949 ± 0.00507 20.579 ± 0.175 % 77.212 ± 0.240 %
357
+ 121 6.6309 ± 0.0983 0.27172 ± 0.00676 0.41085 ± 0.00506 20.626 ± 0.175 % 77.203 ± 0.239 %
358
+ 122 6.5872 ± 0.0971 0.27309 ± 0.00673 0.41013 ± 0.00503 20.626 ± 0.174 % 77.261 ± 0.238 %
359
+ 123 6.5506 ± 0.0960 0.27345 ± 0.00671 0.41023 ± 0.00501 20.669 ± 0.173 % 77.264 ± 0.237 %
360
+ 124 6.5153 ± 0.0950 0.27503 ± 0.00669 0.41110 ± 0.00500 20.724 ± 0.173 % 77.268 ± 0.236 %
361
+ 125 6.4857 ± 0.0941 0.27596 ± 0.00667 0.41147 ± 0.00498 20.752 ± 0.172 % 77.277 ± 0.235 %
362
+ 126 6.4762 ± 0.0936 0.27597 ± 0.00665 0.41196 ± 0.00496 20.784 ± 0.171 % 77.252 ± 0.234 %
363
+ 127 6.4687 ± 0.0930 0.27572 ± 0.00662 0.41181 ± 0.00493 20.782 ± 0.171 % 77.252 ± 0.233 %
364
+ 128 6.4658 ± 0.0925 0.27772 ± 0.00660 0.41301 ± 0.00491 20.832 ± 0.170 % 77.197 ± 0.232 %
365
+ 129 6.4466 ± 0.0918 0.27915 ± 0.00658 0.41315 ± 0.00488 20.866 ± 0.169 % 77.188 ± 0.231 %
366
+ 130 6.4429 ± 0.0914 0.27869 ± 0.00656 0.41336 ± 0.00493 20.851 ± 0.169 % 77.210 ± 0.230 %
367
+ 131 6.4453 ± 0.0911 0.27757 ± 0.00653 0.41232 ± 0.00491 20.820 ± 0.168 % 77.249 ± 0.229 %
368
+ 132 6.4499 ± 0.0909 0.27641 ± 0.00650 0.41174 ± 0.00488 20.786 ± 0.167 % 77.258 ± 0.228 %
369
+ 133 6.4365 ± 0.0903 0.27957 ± 0.00649 0.41420 ± 0.00487 20.898 ± 0.167 % 77.208 ± 0.228 %
370
+ 134 6.4333 ± 0.0898 0.28287 ± 0.00649 0.41707 ± 0.00486 21.037 ± 0.166 % 77.103 ± 0.227 %
371
+ 135 6.4241 ± 0.0892 0.28542 ± 0.00648 0.41900 ± 0.00485 21.124 ± 0.166 % 77.043 ± 0.227 %
372
+ 136 6.4087 ± 0.0887 0.28607 ± 0.00646 0.41960 ± 0.00482 21.144 ± 0.165 % 77.036 ± 0.226 %
373
+ 137 6.4065 ± 0.0883 0.28765 ± 0.00644 0.42011 ± 0.00480 21.166 ± 0.164 % 77.032 ± 0.225 %
374
+ 138 6.3719 ± 0.0874 0.28674 ± 0.00640 0.41834 ± 0.00477 21.116 ± 0.164 % 77.107 ± 0.224 %
375
+ 139 6.3553 ± 0.0867 0.28520 ± 0.00637 0.41802 ± 0.00479 21.085 ± 0.163 % 77.142 ± 0.223 %
376
+ 140 6.3240 ± 0.0859 0.28383 ± 0.00633 0.41636 ± 0.00476 21.047 ± 0.162 % 77.210 ± 0.222 %
377
+ 141 6.3127 ± 0.0854 0.28222 ± 0.00631 0.41589 ± 0.00478 21.020 ± 0.162 % 77.280 ± 0.221 %
378
+ 142 6.2856 ± 0.0847 0.28120 ± 0.00628 0.41450 ± 0.00476 20.976 ± 0.161 % 77.329 ± 0.220 %
379
+ 143 6.2618 ± 0.0840 0.28046 ± 0.00626 0.41555 ± 0.00477 21.000 ± 0.161 % 77.332 ± 0.219 %
380
+ 144 6.2351 ± 0.0832 0.27934 ± 0.00624 0.41559 ± 0.00476 21.011 ± 0.160 % 77.367 ± 0.218 %
381
+ 145 6.2223 ± 0.0827 0.27925 ± 0.00621 0.41498 ± 0.00474 21.016 ± 0.160 % 77.401 ± 0.218 %
382
+ 146 6.2085 ± 0.0822 0.27884 ± 0.00619 0.41485 ± 0.00473 21.010 ± 0.159 % 77.448 ± 0.217 %
383
+ 147 6.1913 ± 0.0816 0.27837 ± 0.00617 0.41490 ± 0.00473 21.010 ± 0.159 % 77.471 ± 0.216 %
384
+ 148 6.1539 ± 0.0807 0.27797 ± 0.00614 0.41374 ± 0.00471 20.990 ± 0.158 % 77.554 ± 0.215 %
385
+ 149 6.1301 ± 0.0800 0.27686 ± 0.00612 0.41311 ± 0.00469 20.967 ± 0.158 % 77.571 ± 0.214 %
386
+ 150 6.1096 ± 0.0794 0.27611 ± 0.00609 0.41201 ± 0.00467 20.931 ± 0.157 % 77.592 ± 0.213 %
387
+ 151 6.0922 ± 0.0788 0.27490 ± 0.00607 0.41166 ± 0.00466 20.933 ± 0.156 % 77.600 ± 0.212 %
388
+ 152 6.0741 ± 0.0782 0.27374 ± 0.00604 0.41040 ± 0.00463 20.905 ± 0.156 % 77.629 ± 0.212 %
389
+ 153 6.0685 ± 0.0779 0.27330 ± 0.00601 0.40911 ± 0.00460 20.880 ± 0.155 % 77.644 ± 0.211 %
390
+ 154 6.0564 ± 0.0774 0.27221 ± 0.00599 0.40831 ± 0.00459 20.849 ± 0.155 % 77.673 ± 0.210 %
391
+ 155 6.0557 ± 0.0771 0.27102 ± 0.00596 0.40766 ± 0.00456 20.830 ± 0.154 % 77.680 ± 0.209 %
392
+ 156 6.0499 ± 0.0769 0.26988 ± 0.00594 0.40684 ± 0.00455 20.793 ± 0.154 % 77.710 ± 0.209 %
393
+ 157 6.0497 ± 0.0766 0.27014 ± 0.00592 0.40711 ± 0.00453 20.784 ± 0.153 % 77.695 ± 0.208 %
394
+ 158 6.0541 ± 0.0764 0.27013 ± 0.00590 0.40692 ± 0.00452 20.777 ± 0.153 % 77.692 ± 0.207 %
395
+ 159 6.0677 ± 0.0765 0.26985 ± 0.00588 0.40712 ± 0.00450 20.755 ± 0.152 % 77.674 ± 0.207 %
396
+ 160 6.0832 ± 0.0764 0.26953 ± 0.00586 0.40686 ± 0.00448 20.746 ± 0.152 % 77.664 ± 0.206 %
397
+ 161 6.0935 ± 0.0764 0.27011 ± 0.00584 0.40723 ± 0.00447 20.747 ± 0.151 % 77.632 ± 0.206 %
398
+ 162 6.1267 ± 0.0766 0.26880 ± 0.00581 0.40624 ± 0.00444 20.708 ± 0.151 % 77.623 ± 0.205 %
399
+ 163 6.1591 ± 0.0769 0.26822 ± 0.00579 0.40574 ± 0.00442 20.676 ± 0.150 % 77.618 ± 0.204 %
400
+ 164 6.1888 ± 0.0771 0.26744 ± 0.00576 0.40478 ± 0.00440 20.628 ± 0.150 % 77.626 ± 0.204 %
401
+ 165 6.2337 ± 0.0776 0.26674 ± 0.00574 0.40449 ± 0.00437 20.602 ± 0.149 % 77.600 ± 0.203 %
402
+ 166 6.2693 ± 0.0780 0.26638 ± 0.00572 0.40448 ± 0.00435 20.573 ± 0.149 % 77.595 ± 0.203 %
403
+ 167 6.3109 ± 0.0784 0.26594 ± 0.00570 0.40409 ± 0.00433 20.537 ± 0.148 % 77.565 ± 0.202 %
404
+ 168 6.3421 ± 0.0788 0.26472 ± 0.00568 0.40359 ± 0.00431 20.506 ± 0.148 % 77.582 ± 0.201 %
405
+ 169 6.3538 ± 0.0788 0.26431 ± 0.00567 0.40318 ± 0.00430 20.494 ± 0.147 % 77.577 ± 0.201 %
406
+ 170 6.3509 ± 0.0785 0.26585 ± 0.00568 0.40598 ± 0.00431 20.578 ± 0.147 % 77.520 ± 0.200 %
407
+ 171 6.3402 ± 0.0781 0.26734 ± 0.00568 0.40772 ± 0.00431 20.641 ± 0.147 % 77.489 ± 0.200 %
408
+ 172 6.3591 ± 0.0782 0.26794 ± 0.00567 0.40810 ± 0.00430 20.629 ± 0.146 % 77.460 ± 0.200 %
409
+ 173 6.3472 ± 0.0778 0.26948 ± 0.00566 0.40867 ± 0.00429 20.653 ± 0.146 % 77.466 ± 0.199 %
410
+ 174 6.3523 ± 0.0776 0.26967 ± 0.00564 0.40857 ± 0.00427 20.632 ± 0.145 % 77.449 ± 0.198 %
411
+ 175 6.3466 ± 0.0773 0.26999 ± 0.00562 0.40851 ± 0.00426 20.637 ± 0.145 % 77.441 ± 0.198 %
412
+ 176 6.3512 ± 0.0771 0.27020 ± 0.00560 0.40785 ± 0.00423 20.621 ± 0.144 % 77.435 ± 0.197 %
413
+ 177 6.3550 ± 0.0770 0.27079 ± 0.00559 0.40797 ± 0.00422 20.641 ± 0.144 % 77.421 ± 0.197 %
414
+ 178 6.3603 ± 0.0768 0.27022 ± 0.00557 0.40737 ± 0.00420 20.607 ± 0.144 % 77.429 ± 0.196 %
415
+ 179 6.3925 ± 0.0771 0.26889 ± 0.00554 0.40644 ± 0.00418 20.567 ± 0.143 % 77.443 ± 0.196 %
416
+ 180 6.4163 ± 0.0773 0.26773 ± 0.00552 0.40556 ± 0.00416 20.525 ± 0.143 % 77.451 ± 0.195 %
417
+ 181 6.4379 ± 0.0774 0.26687 ± 0.00550 0.40487 ± 0.00414 20.493 ± 0.142 % 77.446 ± 0.195 %
418
+ 182 6.4445 ± 0.0773 0.26587 ± 0.00547 0.40381 ± 0.00412 20.459 ± 0.142 % 77.460 ± 0.194 %
419
+ 183 6.4736 ± 0.0775 0.26439 ± 0.00546 0.40400 ± 0.00411 20.430 ± 0.142 % 77.450 ± 0.193 %
420
+ 184 6.5066 ± 0.0778 0.26268 ± 0.00544 0.40335 ± 0.00409 20.391 ± 0.141 % 77.457 ± 0.193 %
421
+ 185 6.5382 ± 0.0781 0.26221 ± 0.00542 0.40265 ± 0.00408 20.349 ± 0.141 % 77.475 ± 0.192 %
422
+ 186 6.5594 ± 0.0782 0.26157 ± 0.00540 0.40248 ± 0.00406 20.319 ± 0.140 % 77.455 ± 0.192 %
423
+ 187 6.5742 ± 0.0783 0.26130 ± 0.00539 0.40198 ± 0.00405 20.298 ± 0.140 % 77.475 ± 0.191 %
424
+ 188 6.5745 ± 0.0781 0.26015 ± 0.00536 0.40126 ± 0.00404 20.266 ± 0.139 % 77.511 ± 0.191 %
425
+ 189 6.5599 ± 0.0776 0.25905 ± 0.00534 0.40000 ± 0.00402 20.232 ± 0.139 % 77.552 ± 0.190 %
426
+ 190 6.5561 ± 0.0774 0.25918 ± 0.00532 0.39988 ± 0.00401 20.220 ± 0.139 % 77.546 ± 0.190 %
427
+ 191 6.5503 ± 0.0771 0.25947 ± 0.00531 0.40011 ± 0.00401 20.221 ± 0.138 % 77.573 ± 0.189 %
428
+ 192 6.5774 ± 0.0773 0.25855 ± 0.00530 0.39956 ± 0.00400 20.199 ± 0.138 % 77.592 ± 0.188 %
429
+ 193 6.5994 ± 0.0774 0.25716 ± 0.00529 0.39928 ± 0.00400 20.177 ± 0.138 % 77.570 ± 0.188 %
430
+ 194 6.6190 ± 0.0775 0.25611 ± 0.00527 0.39841 ± 0.00398 20.140 ± 0.137 % 77.592 ± 0.187 %
431
+ 195 6.6168 ± 0.0772 0.25561 ± 0.00525 0.39826 ± 0.00398 20.132 ± 0.137 % 77.605 ± 0.187 %
432
+ 196 6.6283 ± 0.0772 0.25480 ± 0.00523 0.39764 ± 0.00397 20.105 ± 0.137 % 77.633 ± 0.186 %
433
+ 197 6.6076 ± 0.0766 0.25387 ± 0.00521 0.39656 ± 0.00395 20.074 ± 0.136 % 77.693 ± 0.186 %
434
+ 198 6.6366 ± 0.0769 0.25289 ± 0.00520 0.39636 ± 0.00394 20.050 ± 0.136 % 77.685 ± 0.185 %
435
+ 199 6.6103 ± 0.0764 0.25371 ± 0.00518 0.39687 ± 0.00393 20.130 ± 0.136 % 77.671 ± 0.185 %
436
+ 200 6.5955 ± 0.0759 0.25335 ± 0.00516 0.39609 ± 0.00391 20.118 ± 0.136 % 77.682 ± 0.184 %
437
+ 201 6.5806 ± 0.0755 0.25356 ± 0.00515 0.39545 ± 0.00390 20.107 ± 0.135 % 77.688 ± 0.184 %
438
+ 202 6.5646 ± 0.0751 0.25471 ± 0.00514 0.39624 ± 0.00390 20.159 ± 0.135 % 77.686 ± 0.183 %
439
+ 203 6.5538 ± 0.0748 0.25450 ± 0.00513 0.39585 ± 0.00388 20.159 ± 0.135 % 77.697 ± 0.183 %
440
+ 204 6.5469 ± 0.0744 0.25553 ± 0.00512 0.39586 ± 0.00387 20.157 ± 0.134 % 77.661 ± 0.183 %
441
+ 205 6.5411 ± 0.0742 0.25553 ± 0.00511 0.39577 ± 0.00385 20.157 ± 0.134 % 77.639 ± 0.182 %
442
+ 206 6.5399 ± 0.0739 0.25602 ± 0.00509 0.39551 ± 0.00383 20.146 ± 0.134 % 77.624 ± 0.182 %
443
+ 207 6.5246 ± 0.0735 0.25622 ± 0.00508 0.39525 ± 0.00382 20.147 ± 0.133 % 77.628 ± 0.181 %
444
+ 208 6.4976 ± 0.0730 0.25636 ± 0.00506 0.39491 ± 0.00381 20.165 ± 0.133 % 77.626 ± 0.181 %
445
+ 209 6.4849 ± 0.0726 0.25641 ± 0.00505 0.39500 ± 0.00379 20.171 ± 0.132 % 77.636 ± 0.180 %
446
+ 210 6.4808 ± 0.0724 0.25798 ± 0.00505 0.39554 ± 0.00378 20.205 ± 0.132 % 77.630 ± 0.180 %
447
+ 211 6.4629 ± 0.0720 0.25810 ± 0.00504 0.39625 ± 0.00381 20.227 ± 0.132 % 77.608 ± 0.180 %
448
+ 212 6.4607 ± 0.0718 0.25792 ± 0.00503 0.39591 ± 0.00379 20.208 ± 0.131 % 77.597 ± 0.179 %
449
+ 213 6.4471 ± 0.0714 0.25853 ± 0.00502 0.39568 ± 0.00378 20.220 ± 0.131 % 77.597 ± 0.179 %
450
+ 214 6.4254 ± 0.0709 0.26006 ± 0.00501 0.39630 ± 0.00377 20.285 ± 0.131 % 77.587 ± 0.179 %
451
+ 215 6.4019 ± 0.0704 0.25987 ± 0.00499 0.39577 ± 0.00376 20.274 ± 0.130 % 77.609 ± 0.178 %
452
+ 216 6.3866 ± 0.0700 0.25939 ± 0.00498 0.39546 ± 0.00375 20.253 ± 0.130 % 77.622 ± 0.178 %
453
+ 217 6.3688 ± 0.0696 0.25979 ± 0.00496 0.39506 ± 0.00373 20.245 ± 0.130 % 77.636 ± 0.177 %
454
+ 218 6.3531 ± 0.0692 0.25977 ± 0.00495 0.39479 ± 0.00372 20.233 ± 0.129 % 77.629 ± 0.177 %
455
+ 219 6.3456 ± 0.0690 0.26015 ± 0.00493 0.39457 ± 0.00370 20.222 ± 0.129 % 77.622 ± 0.176 %
456
+ 220 6.3351 ± 0.0686 0.26130 ± 0.00492 0.39510 ± 0.00369 20.253 ± 0.129 % 77.602 ± 0.176 %
457
+ 221 6.3311 ± 0.0684 0.26158 ± 0.00491 0.39468 ± 0.00368 20.241 ± 0.128 % 77.585 ± 0.176 %
458
+ 222 6.3134 ± 0.0680 0.26184 ± 0.00490 0.39449 ± 0.00367 20.248 ± 0.128 % 77.613 ± 0.175 %
459
+ 223 6.3013 ± 0.0677 0.26138 ± 0.00489 0.39489 ± 0.00366 20.267 ± 0.128 % 77.600 ± 0.175 %
460
+ 224 6.2968 ± 0.0675 0.26102 ± 0.00488 0.39414 ± 0.00365 20.243 ± 0.127 % 77.638 ± 0.174 %
461
+ 225 6.2892 ± 0.0673 0.26077 ± 0.00486 0.39346 ± 0.00364 20.225 ± 0.127 % 77.656 ± 0.174 %
462
+ 226 6.2907 ± 0.0671 0.26038 ± 0.00484 0.39242 ± 0.00362 20.192 ± 0.127 % 77.687 ± 0.173 %
463
+ 227 6.2998 ± 0.0671 0.25982 ± 0.00483 0.39169 ± 0.00361 20.161 ± 0.126 % 77.704 ± 0.173 %
464
+ 228 6.3054 ± 0.0670 0.25948 ± 0.00481 0.39098 ± 0.00360 20.136 ± 0.126 % 77.716 ± 0.173 %
465
+ 229 6.2932 ± 0.0667 0.26149 ± 0.00481 0.39248 ± 0.00359 20.230 ± 0.126 % 77.688 ± 0.172 %
466
+ 230 6.3001 ± 0.0667 0.26262 ± 0.00481 0.39377 ± 0.00359 20.265 ± 0.126 % 77.662 ± 0.172 %
467
+ 231 6.2967 ± 0.0665 0.26266 ± 0.00480 0.39411 ± 0.00358 20.269 ± 0.125 % 77.644 ± 0.172 %
468
+ 232 6.3104 ± 0.0665 0.26227 ± 0.00479 0.39457 ± 0.00358 20.265 ± 0.125 % 77.632 ± 0.171 %
469
+ 233 6.3294 ± 0.0667 0.26195 ± 0.00478 0.39417 ± 0.00358 20.243 ± 0.125 % 77.637 ± 0.171 %
470
+ 234 6.3411 ± 0.0667 0.26157 ± 0.00476 0.39361 ± 0.00356 20.217 ± 0.125 % 77.640 ± 0.171 %
471
+ 235 6.3488 ± 0.0666 0.26062 ± 0.00475 0.39325 ± 0.00357 20.195 ± 0.124 % 77.659 ± 0.170 %
472
+ 236 6.3650 ± 0.0667 0.25991 ± 0.00474 0.39312 ± 0.00356 20.179 ± 0.124 % 77.635 ± 0.170 %
473
+ 237 6.3781 ± 0.0667 0.25906 ± 0.00473 0.39226 ± 0.00354 20.146 ± 0.124 % 77.650 ± 0.169 %
474
+ 238 6.3884 ± 0.0667 0.25856 ± 0.00471 0.39177 ± 0.00354 20.111 ± 0.123 % 77.660 ± 0.169 %
475
+ 239 6.4063 ± 0.0668 0.25768 ± 0.00470 0.39172 ± 0.00356 20.086 ± 0.123 % 77.673 ± 0.169 %
476
+ 240 6.4344 ± 0.0670 0.25652 ± 0.00469 0.39129 ± 0.00354 20.054 ± 0.123 % 77.672 ± 0.168 %
477
+ 241 6.4500 ± 0.0671 0.25569 ± 0.00467 0.39045 ± 0.00353 20.019 ± 0.123 % 77.693 ± 0.168 %
478
+ 242 6.4494 ± 0.0670 0.25515 ± 0.00466 0.39007 ± 0.00352 20.006 ± 0.122 % 77.701 ± 0.168 %
479
+ 243 6.4591 ± 0.0670 0.25483 ± 0.00465 0.38977 ± 0.00351 19.988 ± 0.122 % 77.710 ± 0.167 %
480
+ 244 6.4541 ± 0.0669 0.25493 ± 0.00464 0.38981 ± 0.00350 19.998 ± 0.122 % 77.718 ± 0.167 %
481
+ 245 6.4329 ± 0.0665 0.25539 ± 0.00463 0.38993 ± 0.00349 20.023 ± 0.122 % 77.721 ± 0.166 %
482
+ 246 6.4230 ± 0.0662 0.25588 ± 0.00463 0.39072 ± 0.00350 20.059 ± 0.121 % 77.711 ± 0.166 %
483
+ 247 6.4103 ± 0.0659 0.25559 ± 0.00462 0.39131 ± 0.00350 20.058 ± 0.121 % 77.695 ± 0.166 %
484
+ 248 6.4066 ± 0.0657 0.25537 ± 0.00461 0.39097 ± 0.00349 20.045 ± 0.121 % 77.690 ± 0.166 %
485
+ 249 6.4046 ± 0.0656 0.25468 ± 0.00460 0.39063 ± 0.00348 20.029 ± 0.120 % 77.696 ± 0.165 %
486
+ 250 6.4106 ± 0.0655 0.25432 ± 0.00459 0.39016 ± 0.00347 20.015 ± 0.120 % 77.697 ± 0.165 %
487
+ 251 6.4090 ± 0.0653 0.25421 ± 0.00458 0.39003 ± 0.00346 20.005 ± 0.120 % 77.685 ± 0.165 %
488
+ 252 6.4053 ± 0.0652 0.25367 ± 0.00457 0.38991 ± 0.00345 19.998 ± 0.120 % 77.680 ± 0.164 %
489
+ 253 6.4022 ± 0.0650 0.25349 ± 0.00456 0.38971 ± 0.00344 19.998 ± 0.119 % 77.689 ± 0.164 %
490
+ 254 6.4097 ± 0.0649 0.25333 ± 0.00455 0.38982 ± 0.00344 19.984 ± 0.119 % 77.687 ± 0.164 %
491
+ 255 6.4045 ± 0.0648 0.25300 ± 0.00455 0.38957 ± 0.00343 19.981 ± 0.119 % 77.696 ± 0.163 %
492
+ 256 6.3944 ± 0.0645 0.25237 ± 0.00453 0.38902 ± 0.00341 19.960 ± 0.118 % 77.725 ± 0.163 %
493
+ 257 6.3868 ± 0.0643 0.25178 ± 0.00452 0.38885 ± 0.00340 19.947 ± 0.118 % 77.725 ± 0.163 %
494
+ 258 6.3844 ± 0.0642 0.25193 ± 0.00452 0.38944 ± 0.00340 19.958 ± 0.118 % 77.726 ± 0.162 %
495
+ 259 6.3815 ± 0.0640 0.25205 ± 0.00451 0.38953 ± 0.00340 19.972 ± 0.118 % 77.714 ± 0.162 %
496
+ 260 6.3848 ± 0.0639 0.25223 ± 0.00451 0.38989 ± 0.00339 19.973 ± 0.117 % 77.695 ± 0.162 %
497
+ 261 6.3778 ± 0.0637 0.25218 ± 0.00450 0.39025 ± 0.00340 19.969 ± 0.117 % 77.697 ± 0.161 %
498
+ 262 6.3779 ± 0.0636 0.25173 ± 0.00449 0.38979 ± 0.00338 19.951 ± 0.117 % 77.707 ± 0.161 %
499
+ 263 6.3744 ± 0.0634 0.25191 ± 0.00448 0.38974 ± 0.00338 19.952 ± 0.117 % 77.711 ± 0.161 %
500
+ 264 6.3747 ± 0.0633 0.25199 ± 0.00447 0.38987 ± 0.00337 19.942 ± 0.117 % 77.706 ± 0.160 %
501
+ 265 6.3724 ± 0.0631 0.25233 ± 0.00447 0.39044 ± 0.00337 19.959 ± 0.116 % 77.694 ± 0.160 %
502
+ 266 6.3679 ± 0.0630 0.25205 ± 0.00447 0.39139 ± 0.00338 19.972 ± 0.116 % 77.708 ± 0.160 %
503
+ 267 6.3701 ± 0.0630 0.25183 ± 0.00447 0.39283 ± 0.00338 19.989 ± 0.116 % 77.678 ± 0.160 %
504
+ 268 6.3453 ± 0.0625 0.25134 ± 0.00446 0.39210 ± 0.00337 19.971 ± 0.116 % 77.723 ± 0.159 %
505
+ 269 6.3383 ± 0.0623 0.25279 ± 0.00445 0.39316 ± 0.00337 20.051 ± 0.116 % 77.697 ± 0.159 %
506
+ 270 6.3390 ± 0.0622 0.25285 ± 0.00444 0.39281 ± 0.00336 20.036 ± 0.116 % 77.692 ± 0.159 %
507
+ 271 6.3350 ± 0.0620 0.25269 ± 0.00443 0.39233 ± 0.00335 20.024 ± 0.115 % 77.706 ± 0.158 %
508
+ 272 6.3284 ± 0.0618 0.25317 ± 0.00442 0.39225 ± 0.00334 20.030 ± 0.115 % 77.719 ± 0.158 %
509
+ 273 6.3358 ± 0.0619 0.25284 ± 0.00442 0.39269 ± 0.00334 20.030 ± 0.115 % 77.715 ± 0.158 %
510
+ 274 6.3470 ± 0.0619 0.25224 ± 0.00441 0.39232 ± 0.00333 20.014 ± 0.115 % 77.723 ± 0.157 %
511
+ 275 6.3585 ± 0.0619 0.25176 ± 0.00440 0.39192 ± 0.00332 19.994 ± 0.114 % 77.720 ± 0.157 %
512
+ 276 6.3735 ± 0.0620 0.25106 ± 0.00439 0.39201 ± 0.00332 19.983 ± 0.114 % 77.712 ± 0.157 %
513
+ 277 6.3844 ± 0.0621 0.25007 ± 0.00439 0.39184 ± 0.00331 19.969 ± 0.114 % 77.716 ± 0.157 %
514
+ 278 6.3926 ± 0.0620 0.24963 ± 0.00437 0.39138 ± 0.00330 19.949 ± 0.114 % 77.709 ± 0.156 %
515
+ 279 6.4034 ± 0.0621 0.24901 ± 0.00437 0.39130 ± 0.00329 19.937 ± 0.114 % 77.710 ± 0.156 %
516
+ 280 6.4075 ± 0.0620 0.24852 ± 0.00436 0.39096 ± 0.00329 19.921 ± 0.113 % 77.737 ± 0.156 %
517
+ 281 6.4275 ± 0.0621 0.24811 ± 0.00435 0.39078 ± 0.00328 19.909 ± 0.113 % 77.731 ± 0.155 %
518
+ 282 6.4212 ± 0.0619 0.24741 ± 0.00434 0.39093 ± 0.00328 19.909 ± 0.113 % 77.733 ± 0.155 %
519
+ 283 6.4237 ± 0.0618 0.24636 ± 0.00434 0.39065 ± 0.00327 19.892 ± 0.113 % 77.743 ± 0.155 %
520
+ 284 6.4276 ± 0.0618 0.24571 ± 0.00433 0.39083 ± 0.00327 19.881 ± 0.113 % 77.746 ± 0.155 %
521
+ 285 6.4264 ± 0.0616 0.24535 ± 0.00432 0.39035 ± 0.00326 19.858 ± 0.112 % 77.761 ± 0.154 %
522
+ 286 6.4227 ± 0.0615 0.24577 ± 0.00431 0.39066 ± 0.00326 19.857 ± 0.112 % 77.744 ± 0.154 %
523
+ 287 6.4161 ± 0.0613 0.24501 ± 0.00430 0.39020 ± 0.00325 19.846 ± 0.112 % 77.759 ± 0.154 %
524
+ 288 6.4275 ± 0.0613 0.24447 ± 0.00429 0.38987 ± 0.00324 19.837 ± 0.112 % 77.759 ± 0.153 %
525
+ 289 6.4382 ± 0.0613 0.24382 ± 0.00428 0.38938 ± 0.00323 19.817 ± 0.111 % 77.753 ± 0.153 %
526
+ 290 6.4376 ± 0.0612 0.24324 ± 0.00427 0.38893 ± 0.00322 19.802 ± 0.111 % 77.766 ± 0.153 %
527
+ 291 6.4394 ± 0.0611 0.24226 ± 0.00427 0.38858 ± 0.00322 19.785 ± 0.111 % 77.763 ± 0.153 %
528
+ 292 6.4402 ± 0.0610 0.24164 ± 0.00426 0.38801 ± 0.00321 19.761 ± 0.111 % 77.781 ± 0.152 %
529
+ 293 6.4404 ± 0.0609 0.24079 ± 0.00424 0.38725 ± 0.00320 19.737 ± 0.111 % 77.813 ± 0.152 %
530
+ 294 6.4428 ± 0.0608 0.24009 ± 0.00423 0.38636 ± 0.00319 19.710 ± 0.110 % 77.838 ± 0.152 %
531
+ 295 6.4467 ± 0.0607 0.23941 ± 0.00422 0.38582 ± 0.00318 19.692 ± 0.110 % 77.840 ± 0.151 %
532
+ 296 6.4491 ± 0.0606 0.23896 ± 0.00421 0.38533 ± 0.00317 19.680 ± 0.110 % 77.843 ± 0.151 %
533
+ 297 6.4544 ± 0.0606 0.23839 ± 0.00420 0.38480 ± 0.00316 19.659 ± 0.110 % 77.839 ± 0.151 %
534
+ 298 6.4526 ± 0.0605 0.23812 ± 0.00419 0.38445 ± 0.00315 19.652 ± 0.110 % 77.839 ± 0.151 %
535
+ 299 6.4525 ± 0.0603 0.23756 ± 0.00418 0.38388 ± 0.00315 19.630 ± 0.109 % 77.856 ± 0.150 %
536
+ 300 6.4642 ± 0.0604 0.23727 ± 0.00417 0.38394 ± 0.00314 19.612 ± 0.109 % 77.856 ± 0.150 %
537
+ 301 6.4698 ± 0.0603 0.23669 ± 0.00416 0.38325 ± 0.00313 19.588 ± 0.109 % 77.875 ± 0.150 %
538
+ 302 6.4679 ± 0.0602 0.23665 ± 0.00415 0.38341 ± 0.00313 19.584 ± 0.109 % 77.864 ± 0.150 %
539
+ 303 6.4700 ± 0.0601 0.23738 ± 0.00415 0.38401 ± 0.00312 19.635 ± 0.109 % 77.850 ± 0.149 %
540
+ 304 6.4585 ± 0.0599 0.23836 ± 0.00415 0.38527 ± 0.00313 19.693 ± 0.109 % 77.828 ± 0.149 %
541
+ 305 6.4594 ± 0.0598 0.23831 ± 0.00414 0.38504 ± 0.00312 19.691 ± 0.108 % 77.830 ± 0.149 %
542
+ 306 6.4642 ± 0.0597 0.23900 ± 0.00414 0.38522 ± 0.00311 19.712 ± 0.108 % 77.814 ± 0.149 %
543
+ 307 6.4750 ± 0.0597 0.23879 ± 0.00413 0.38492 ± 0.00310 19.699 ± 0.108 % 77.816 ± 0.148 %
544
+ 308 6.4883 ± 0.0598 0.23836 ± 0.00412 0.38445 ± 0.00309 19.680 ± 0.108 % 77.828 ± 0.148 %
545
+ 309 6.4881 ± 0.0597 0.23815 ± 0.00411 0.38424 ± 0.00309 19.681 ± 0.108 % 77.829 ± 0.148 %
546
+ 310 6.5017 ± 0.0598 0.23811 ± 0.00410 0.38397 ± 0.00308 19.658 ± 0.108 % 77.819 ± 0.148 %
547
+ 311 6.4961 ± 0.0596 0.23774 ± 0.00409 0.38319 ± 0.00307 19.632 ± 0.107 % 77.845 ± 0.147 %
548
+ 312 6.4985 ± 0.0596 0.23756 ± 0.00408 0.38274 ± 0.00306 19.615 ± 0.107 % 77.859 ± 0.147 %
549
+ 313 6.4913 ± 0.0594 0.23728 ± 0.00407 0.38201 ± 0.00305 19.590 ± 0.107 % 77.874 ± 0.147 %
550
+ 314 6.4846 ± 0.0592 0.23671 ± 0.00406 0.38147 ± 0.00305 19.569 ± 0.107 % 77.894 ± 0.147 %
551
+ 315 6.4858 ± 0.0591 0.23636 ± 0.00405 0.38091 ± 0.00304 19.546 ± 0.107 % 77.906 ± 0.146 %
552
+ 316 6.4767 ± 0.0589 0.23619 ± 0.00404 0.38038 ± 0.00303 19.533 ± 0.106 % 77.921 ± 0.146 %
553
+ 317 6.4737 ± 0.0588 0.23570 ± 0.00403 0.37983 ± 0.00302 19.515 ± 0.106 % 77.935 ± 0.146 %
554
+ 318 6.4793 ± 0.0587 0.23544 ± 0.00402 0.37941 ± 0.00301 19.495 ± 0.106 % 77.926 ± 0.146 %
555
+ 319 6.4732 ± 0.0586 0.23492 ± 0.00401 0.37892 ± 0.00301 19.480 ± 0.106 % 77.949 ± 0.145 %
556
+ 320 6.4894 ± 0.0586 0.23458 ± 0.00400 0.37839 ± 0.00300 19.456 ± 0.106 % 77.949 ± 0.145 %
557
+ 321 6.4841 ± 0.0585 0.23385 ± 0.00400 0.37802 ± 0.00299 19.441 ± 0.106 % 77.956 ± 0.145 %
558
+ 322 6.4805 ± 0.0583 0.23362 ± 0.00399 0.37759 ± 0.00298 19.428 ± 0.105 % 77.982 ± 0.145 %
559
+ 323 6.4725 ± 0.0582 0.23288 ± 0.00398 0.37772 ± 0.00298 19.427 ± 0.105 % 77.979 ± 0.144 %
560
+ 324 6.4687 ± 0.0581 0.23238 ± 0.00397 0.37721 ± 0.00297 19.409 ± 0.105 % 77.996 ± 0.144 %
561
+ 325 6.4710 ± 0.0580 0.23207 ± 0.00397 0.37709 ± 0.00297 19.402 ± 0.105 % 77.992 ± 0.144 %
562
+ 326 6.4803 ± 0.0580 0.23192 ± 0.00396 0.37705 ± 0.00297 19.387 ± 0.105 % 77.995 ± 0.144 %
563
+ 327 6.4877 ± 0.0580 0.23150 ± 0.00395 0.37720 ± 0.00298 19.376 ± 0.104 % 77.997 ± 0.143 %
564
+ 328 6.4846 ± 0.0579 0.23099 ± 0.00395 0.37684 ± 0.00297 19.363 ± 0.104 % 78.013 ± 0.143 %
565
+ 329 6.4819 ± 0.0578 0.23057 ± 0.00394 0.37642 ± 0.00296 19.348 ± 0.104 % 78.024 ± 0.143 %
566
+ 330 6.4747 ± 0.0576 0.23032 ± 0.00393 0.37617 ± 0.00296 19.344 ± 0.104 % 78.040 ± 0.143 %
567
+ 331 6.4703 ± 0.0575 0.23008 ± 0.00392 0.37586 ± 0.00295 19.329 ± 0.104 % 78.062 ± 0.142 %
568
+ 332 6.4636 ± 0.0573 0.22983 ± 0.00392 0.37544 ± 0.00294 19.323 ± 0.104 % 78.058 ± 0.142 %
569
+ 333 6.4655 ± 0.0572 0.22949 ± 0.00391 0.37536 ± 0.00294 19.306 ± 0.103 % 78.077 ± 0.142 %
570
+ 334 6.4627 ± 0.0571 0.22893 ± 0.00390 0.37513 ± 0.00294 19.301 ± 0.103 % 78.084 ± 0.142 %
571
+ 335 6.4587 ± 0.0570 0.22828 ± 0.00390 0.37520 ± 0.00294 19.291 ± 0.103 % 78.100 ± 0.142 %
572
+ 336 6.4715 ± 0.0570 0.22745 ± 0.00389 0.37515 ± 0.00294 19.275 ± 0.103 % 78.106 ± 0.141 %
573
+ 337 6.4778 ± 0.0570 0.22669 ± 0.00389 0.37488 ± 0.00294 19.260 ± 0.103 % 78.107 ± 0.141 %
574
+ 338 6.4846 ± 0.0570 0.22629 ± 0.00388 0.37466 ± 0.00293 19.248 ± 0.103 % 78.122 ± 0.141 %
575
+ 339 6.4764 ± 0.0569 0.22655 ± 0.00388 0.37555 ± 0.00294 19.273 ± 0.103 % 78.127 ± 0.141 %
576
+ 340 6.4733 ± 0.0567 0.22803 ± 0.00388 0.37667 ± 0.00294 19.336 ± 0.102 % 78.082 ± 0.140 %
577
+ 341 6.4652 ± 0.0565 0.22910 ± 0.00388 0.37764 ± 0.00294 19.408 ± 0.102 % 78.043 ± 0.140 %
578
+ 342 6.4644 ± 0.0564 0.23044 ± 0.00387 0.37847 ± 0.00293 19.455 ± 0.102 % 78.008 ± 0.140 %
579
+ 343 6.4559 ± 0.0562 0.23179 ± 0.00388 0.37963 ± 0.00293 19.502 ± 0.102 % 77.988 ± 0.140 %
580
+ 344 6.4470 ± 0.0561 0.23247 ± 0.00387 0.38000 ± 0.00293 19.517 ± 0.102 % 77.983 ± 0.140 %
581
+ 345 6.4544 ± 0.0561 0.23263 ± 0.00387 0.38009 ± 0.00292 19.507 ± 0.102 % 77.976 ± 0.140 %
582
+ 346 6.4742 ± 0.0562 0.23247 ± 0.00387 0.38056 ± 0.00292 19.498 ± 0.102 % 77.960 ± 0.140 %
583
+ 347 6.5003 ± 0.0564 0.23211 ± 0.00386 0.38084 ± 0.00292 19.485 ± 0.101 % 77.926 ± 0.139 %
584
+ 348 6.5257 ± 0.0566 0.23191 ± 0.00386 0.38097 ± 0.00291 19.475 ± 0.101 % 77.906 ± 0.139 %
585
+ 349 6.5363 ± 0.0567 0.23162 ± 0.00385 0.38109 ± 0.00291 19.472 ± 0.101 % 77.884 ± 0.139 %
586
+ 350 6.5516 ± 0.0568 0.23089 ± 0.00384 0.38085 ± 0.00290 19.455 ± 0.101 % 77.895 ± 0.139 %
587
+ 351 6.5703 ± 0.0569 0.22999 ± 0.00383 0.38063 ± 0.00289 19.437 ± 0.101 % 77.883 ± 0.139 %
588
+ 352 6.5818 ± 0.0569 0.22954 ± 0.00383 0.38021 ± 0.00289 19.418 ± 0.101 % 77.891 ± 0.139 %
589
+ 353 6.5982 ± 0.0570 0.22961 ± 0.00382 0.38069 ± 0.00288 19.414 ± 0.100 % 77.860 ± 0.138 %
590
+ 354 6.6027 ± 0.0570 0.22932 ± 0.00381 0.38048 ± 0.00288 19.402 ± 0.100 % 77.871 ± 0.138 %
591
+ 355 6.6127 ± 0.0570 0.22900 ± 0.00381 0.38034 ± 0.00287 19.393 ± 0.100 % 77.858 ± 0.138 %
592
+ 356 6.6254 ± 0.0571 0.22864 ± 0.00381 0.38031 ± 0.00287 19.382 ± 0.100 % 77.849 ± 0.138 %
593
+ 357 6.6249 ± 0.0570 0.22861 ± 0.00380 0.38019 ± 0.00286 19.381 ± 0.100 % 77.843 ± 0.138 %
594
+ 358 6.6335 ± 0.0570 0.22805 ± 0.00379 0.37992 ± 0.00286 19.366 ± 0.100 % 77.848 ± 0.137 %
595
+ 359 6.6465 ± 0.0571 0.22739 ± 0.00378 0.38007 ± 0.00285 19.352 ± 0.100 % 77.828 ± 0.137 %
596
+ 360 6.6551 ± 0.0571 0.22714 ± 0.00378 0.37954 ± 0.00284 19.335 ± 0.099 % 77.836 ± 0.137 %
597
+ 361 6.6666 ± 0.0571 0.22695 ± 0.00377 0.37936 ± 0.00284 19.322 ± 0.099 % 77.839 ± 0.137 %
598
+ 362 6.6721 ± 0.0571 0.22616 ± 0.00376 0.37925 ± 0.00284 19.309 ± 0.099 % 77.838 ± 0.137 %
599
+ 363 6.6829 ± 0.0571 0.22578 ± 0.00376 0.37864 ± 0.00283 19.288 ± 0.099 % 77.856 ± 0.136 %
600
+ 364 6.6937 ± 0.0571 0.22542 ± 0.00375 0.37855 ± 0.00282 19.283 ± 0.099 % 77.845 ± 0.136 %
601
+ 365 6.7116 ± 0.0572 0.22534 ± 0.00374 0.37815 ± 0.00282 19.262 ± 0.099 % 77.851 ± 0.136 %
602
+ 366 6.7182 ± 0.0572 0.22501 ± 0.00373 0.37773 ± 0.00281 19.242 ± 0.099 % 77.866 ± 0.136 %
603
+ 367 6.7251 ± 0.0572 0.22478 ± 0.00373 0.37799 ± 0.00281 19.236 ± 0.099 % 77.864 ± 0.136 %
604
+ 368 6.7249 ± 0.0571 0.22391 ± 0.00373 0.37774 ± 0.00281 19.220 ± 0.098 % 77.870 ± 0.136 %
605
+ 369 6.7315 ± 0.0571 0.22401 ± 0.00372 0.37764 ± 0.00280 19.207 ± 0.098 % 77.870 ± 0.135 %
606
+ 370 6.7522 ± 0.0573 0.22371 ± 0.00371 0.37729 ± 0.00280 19.187 ± 0.098 % 77.870 ± 0.135 %
607
+ 371 6.7666 ± 0.0574 0.22318 ± 0.00371 0.37672 ± 0.00279 19.165 ± 0.098 % 77.886 ± 0.135 %
608
+ 372 6.7692 ± 0.0573 0.22278 ± 0.00370 0.37648 ± 0.00278 19.151 ± 0.098 % 77.896 ± 0.135 %
609
+ 373 6.7660 ± 0.0572 0.22279 ± 0.00370 0.37654 ± 0.00278 19.157 ± 0.098 % 77.893 ± 0.135 %
610
+ 374 6.7665 ± 0.0572 0.22301 ± 0.00369 0.37680 ± 0.00278 19.155 ± 0.097 % 77.881 ± 0.134 %
611
+ 375 6.7673 ± 0.0571 0.22268 ± 0.00369 0.37657 ± 0.00277 19.146 ± 0.097 % 77.891 ± 0.134 %
612
+ 376 6.7725 ± 0.0571 0.22213 ± 0.00368 0.37620 ± 0.00277 19.130 ± 0.097 % 77.895 ± 0.134 %
613
+ 377 6.7753 ± 0.0570 0.22180 ± 0.00367 0.37581 ± 0.00276 19.120 ± 0.097 % 77.909 ± 0.134 %
614
+ 378 6.7841 ± 0.0570 0.22137 ± 0.00367 0.37582 ± 0.00276 19.108 ± 0.097 % 77.907 ± 0.134 %
615
+ 379 6.7864 ± 0.0570 0.22128 ± 0.00366 0.37534 ± 0.00275 19.090 ± 0.097 % 77.918 ± 0.133 %
616
+ 380 6.7907 ± 0.0569 0.22109 ± 0.00365 0.37493 ± 0.00275 19.073 ± 0.097 % 77.912 ± 0.133 %
617
+ 381 6.7994 ± 0.0569 0.22071 ± 0.00365 0.37457 ± 0.00274 19.057 ± 0.096 % 77.903 ± 0.133 %
618
+ 382 6.7995 ± 0.0569 0.22046 ± 0.00364 0.37417 ± 0.00273 19.045 ± 0.096 % 77.915 ± 0.133 %
619
+ 383 6.7787 ± 0.0566 0.22083 ± 0.00364 0.37512 ± 0.00275 19.104 ± 0.096 % 77.916 ± 0.133 %
620
+ 384 6.7665 ± 0.0564 0.22121 ± 0.00364 0.37572 ± 0.00274 19.149 ± 0.096 % 77.901 ± 0.133 %
621
+ 385 6.7563 ± 0.0562 0.22224 ± 0.00364 0.37614 ± 0.00274 19.183 ± 0.096 % 77.899 ± 0.132 %
622
+ 386 6.7576 ± 0.0562 0.22246 ± 0.00363 0.37615 ± 0.00274 19.185 ± 0.096 % 77.894 ± 0.132 %
623
+ 387 6.7602 ± 0.0561 0.22307 ± 0.00363 0.37700 ± 0.00274 19.200 ± 0.096 % 77.878 ± 0.132 %
624
+ 388 6.7552 ± 0.0560 0.22342 ± 0.00362 0.37738 ± 0.00273 19.219 ± 0.096 % 77.863 ± 0.132 %
625
+ 389 6.7517 ± 0.0558 0.22382 ± 0.00362 0.37781 ± 0.00273 19.228 ± 0.096 % 77.850 ± 0.132 %
626
+ 390 6.7554 ± 0.0558 0.22515 ± 0.00362 0.37876 ± 0.00273 19.260 ± 0.096 % 77.823 ± 0.132 %
627
+ 391 6.7478 ± 0.0556 0.22676 ± 0.00363 0.37999 ± 0.00273 19.332 ± 0.096 % 77.799 ± 0.132 %
628
+ 392 6.7419 ± 0.0555 0.22827 ± 0.00363 0.38143 ± 0.00273 19.423 ± 0.096 % 77.763 ± 0.132 %
629
+ 393 6.7366 ± 0.0554 0.22894 ± 0.00362 0.38206 ± 0.00273 19.455 ± 0.096 % 77.746 ± 0.131 %
630
+ 394 6.7259 ± 0.0552 0.22951 ± 0.00362 0.38248 ± 0.00273 19.481 ± 0.095 % 77.742 ± 0.131 %
631
+ 395 6.7180 ± 0.0551 0.23073 ± 0.00362 0.38368 ± 0.00273 19.541 ± 0.095 % 77.718 ± 0.131 %
632
+ 396 6.7173 ± 0.0550 0.23165 ± 0.00362 0.38444 ± 0.00273 19.565 ± 0.095 % 77.700 ± 0.131 %
633
+ 397 6.7145 ± 0.0549 0.23363 ± 0.00363 0.38626 ± 0.00273 19.650 ± 0.095 % 77.658 ± 0.131 %
634
+ 398 6.7041 ± 0.0547 0.23468 ± 0.00363 0.38727 ± 0.00274 19.705 ± 0.095 % 77.639 ± 0.131 %
635
+ 399 6.6954 ± 0.0545 0.23596 ± 0.00363 0.38826 ± 0.00274 19.761 ± 0.095 % 77.616 ± 0.131 %
636
+ 400 6.6904 ± 0.0544 0.23718 ± 0.00363 0.38914 ± 0.00274 19.820 ± 0.095 % 77.601 ± 0.131 %
637
+ 401 6.6871 ± 0.0543 0.23875 ± 0.00363 0.39033 ± 0.00274 19.890 ± 0.095 % 77.579 ± 0.130 %
638
+ 402 6.6771 ± 0.0541 0.23912 ± 0.00363 0.39112 ± 0.00274 19.927 ± 0.095 % 77.568 ± 0.130 %
639
+ 403 6.6675 ± 0.0540 0.24060 ± 0.00363 0.39197 ± 0.00274 19.996 ± 0.095 % 77.557 ± 0.130 %
640
+ 404 6.6579 ± 0.0538 0.24058 ± 0.00363 0.39200 ± 0.00274 19.998 ± 0.095 % 77.570 ± 0.130 %
641
+ 405 6.6521 ± 0.0537 0.24165 ± 0.00363 0.39245 ± 0.00273 20.033 ± 0.095 % 77.553 ± 0.130 %
642
+ 406 6.6537 ± 0.0537 0.24267 ± 0.00363 0.39327 ± 0.00273 20.065 ± 0.095 % 77.536 ± 0.130 %
643
+ 407 6.6577 ± 0.0536 0.24351 ± 0.00363 0.39390 ± 0.00273 20.087 ± 0.095 % 77.517 ± 0.130 %
644
+ 408 6.6490 ± 0.0535 0.24401 ± 0.00362 0.39429 ± 0.00272 20.105 ± 0.095 % 77.512 ± 0.129 %
645
+ 409 6.6406 ± 0.0533 0.24499 ± 0.00362 0.39496 ± 0.00272 20.145 ± 0.095 % 77.505 ± 0.129 %
646
+ 410 6.6454 ± 0.0533 0.24515 ± 0.00362 0.39515 ± 0.00272 20.142 ± 0.095 % 77.498 ± 0.129 %
647
+ 411 6.6354 ± 0.0532 0.24546 ± 0.00362 0.39617 ± 0.00272 20.173 ± 0.095 % 77.486 ± 0.129 %
648
+ 412 6.6314 ± 0.0531 0.24635 ± 0.00362 0.39695 ± 0.00272 20.203 ± 0.094 % 77.468 ± 0.129 %
649
+ 413 6.6326 ± 0.0530 0.24670 ± 0.00361 0.39707 ± 0.00272 20.207 ± 0.094 % 77.464 ± 0.129 %
650
+ 414 6.6271 ± 0.0529 0.24742 ± 0.00361 0.39796 ± 0.00272 20.247 ± 0.094 % 77.445 ± 0.129 %
651
+ 415 6.6242 ± 0.0528 0.24760 ± 0.00361 0.39857 ± 0.00272 20.266 ± 0.094 % 77.419 ± 0.129 %
652
+ 416 6.6185 ± 0.0527 0.24832 ± 0.00361 0.39883 ± 0.00271 20.289 ± 0.094 % 77.418 ± 0.128 %
653
+ 417 6.6119 ± 0.0525 0.24865 ± 0.00361 0.39919 ± 0.00271 20.308 ± 0.094 % 77.416 ± 0.128 %
654
+ 418 6.6011 ± 0.0524 0.24880 ± 0.00360 0.39921 ± 0.00271 20.319 ± 0.094 % 77.423 ± 0.128 %
655
+ 419 6.5967 ± 0.0523 0.24910 ± 0.00360 0.39930 ± 0.00270 20.327 ± 0.094 % 77.423 ± 0.128 %
656
+ 420 6.5909 ± 0.0521 0.24989 ± 0.00360 0.39978 ± 0.00270 20.359 ± 0.093 % 77.420 ± 0.128 %
657
+ 421 6.5870 ± 0.0520 0.25061 ± 0.00359 0.39992 ± 0.00269 20.369 ± 0.093 % 77.420 ± 0.128 %
658
+ 422 6.5813 ± 0.0519 0.25037 ± 0.00359 0.39967 ± 0.00269 20.358 ± 0.093 % 77.425 ± 0.127 %
659
+ 423 6.5789 ± 0.0518 0.25111 ± 0.00358 0.40008 ± 0.00269 20.375 ± 0.093 % 77.413 ± 0.127 %
660
+ 424 6.5682 ± 0.0517 0.25141 ± 0.00358 0.40023 ± 0.00268 20.395 ± 0.093 % 77.412 ± 0.127 %
661
+ 425 6.5577 ± 0.0515 0.25189 ± 0.00357 0.40042 ± 0.00268 20.416 ± 0.093 % 77.412 ± 0.127 %
662
+ 426 6.5475 ± 0.0513 0.25190 ± 0.00357 0.40058 ± 0.00267 20.425 ± 0.093 % 77.414 ± 0.127 %
663
+ 427 6.5388 ± 0.0512 0.25251 ± 0.00357 0.40080 ± 0.00267 20.450 ± 0.093 % 77.407 ± 0.127 %
664
+ 428 6.5279 ± 0.0510 0.25338 ± 0.00356 0.40154 ± 0.00267 20.505 ± 0.093 % 77.396 ± 0.127 %
665
+ 429 6.5158 ± 0.0509 0.25385 ± 0.00356 0.40168 ± 0.00267 20.520 ± 0.093 % 77.401 ± 0.126 %
666
+ 430 6.5047 ± 0.0507 0.25429 ± 0.00356 0.40161 ± 0.00266 20.530 ± 0.092 % 77.411 ± 0.126 %
667
+ 431 6.4941 ± 0.0505 0.25470 ± 0.00355 0.40179 ± 0.00266 20.545 ± 0.092 % 77.417 ± 0.126 %
668
+ 432 6.4923 ± 0.0504 0.25535 ± 0.00355 0.40242 ± 0.00266 20.575 ± 0.092 % 77.392 ± 0.126 %
669
+ 433 6.4978 ± 0.0504 0.25519 ± 0.00355 0.40213 ± 0.00265 20.564 ± 0.092 % 77.390 ± 0.126 %
670
+ 434 6.5082 ± 0.0505 0.25500 ± 0.00354 0.40207 ± 0.00265 20.551 ± 0.092 % 77.388 ± 0.126 %
671
+ 435 6.5181 ± 0.0505 0.25450 ± 0.00354 0.40188 ± 0.00264 20.546 ± 0.092 % 77.383 ± 0.126 %
672
+ 436 6.5193 ± 0.0505 0.25462 ± 0.00354 0.40258 ± 0.00266 20.560 ± 0.092 % 77.375 ± 0.125 %
673
+ 437 6.5213 ± 0.0505 0.25433 ± 0.00353 0.40236 ± 0.00265 20.550 ± 0.092 % 77.384 ± 0.125 %
674
+ 438 6.5217 ± 0.0504 0.25372 ± 0.00353 0.40254 ± 0.00265 20.550 ± 0.092 % 77.383 ± 0.125 %
675
+ 439 6.5281 ± 0.0504 0.25345 ± 0.00353 0.40220 ± 0.00265 20.538 ± 0.091 % 77.395 ± 0.125 %
676
+ 440 6.5309 ± 0.0504 0.25325 ± 0.00352 0.40209 ± 0.00264 20.533 ± 0.091 % 77.391 ± 0.125 %
677
+ 441 6.5348 ± 0.0504 0.25279 ± 0.00352 0.40199 ± 0.00264 20.526 ± 0.091 % 77.396 ± 0.125 %
678
+ 442 6.5366 ± 0.0503 0.25215 ± 0.00351 0.40173 ± 0.00263 20.513 ± 0.091 % 77.402 ± 0.125 %
679
+ 443 6.5455 ± 0.0503 0.25167 ± 0.00351 0.40142 ± 0.00263 20.496 ± 0.091 % 77.409 ± 0.124 %
680
+ 444 6.5503 ± 0.0503 0.25135 ± 0.00350 0.40134 ± 0.00262 20.488 ± 0.091 % 77.402 ± 0.124 %
681
+ 445 6.5521 ± 0.0503 0.25106 ± 0.00350 0.40126 ± 0.00262 20.481 ± 0.091 % 77.397 ± 0.124 %
682
+ 446 6.5588 ± 0.0503 0.25073 ± 0.00349 0.40115 ± 0.00261 20.467 ± 0.091 % 77.386 ± 0.124 %
683
+ 447 6.5581 ± 0.0502 0.25081 ± 0.00349 0.40117 ± 0.00261 20.464 ± 0.091 % 77.389 ± 0.124 %
684
+ 448 6.5618 ± 0.0502 0.25040 ± 0.00348 0.40091 ± 0.00261 20.457 ± 0.090 % 77.402 ± 0.124 %
685
+ 449 6.5567 ± 0.0501 0.25019 ± 0.00348 0.40040 ± 0.00260 20.445 ± 0.090 % 77.421 ± 0.124 %
686
+ 450 6.5620 ± 0.0501 0.24966 ± 0.00347 0.40018 ± 0.00260 20.434 ± 0.090 % 77.427 ± 0.123 %
687
+ 451 6.5738 ± 0.0502 0.24940 ± 0.00347 0.40005 ± 0.00260 20.421 ± 0.090 % 77.427 ± 0.123 %
688
+ 452 6.5741 ± 0.0501 0.24869 ± 0.00346 0.40002 ± 0.00260 20.414 ± 0.090 % 77.431 ± 0.123 %
689
+ 453 6.5720 ± 0.0500 0.24830 ± 0.00346 0.39961 ± 0.00260 20.398 ± 0.090 % 77.438 ± 0.123 %
690
+ 454 6.5652 ± 0.0499 0.24820 ± 0.00345 0.39953 ± 0.00259 20.397 ± 0.090 % 77.451 ± 0.123 %
691
+ 455 6.5676 ± 0.0499 0.24801 ± 0.00345 0.39961 ± 0.00259 20.393 ± 0.090 % 77.445 ± 0.123 %
692
+ 456 6.5798 ± 0.0500 0.24765 ± 0.00345 0.39990 ± 0.00259 20.388 ± 0.090 % 77.443 ± 0.123 %
693
+ 457 6.5797 ± 0.0499 0.24777 ± 0.00345 0.39981 ± 0.00259 20.386 ± 0.090 % 77.457 ± 0.122 %
694
+ 458 6.5843 ± 0.0500 0.24832 ± 0.00344 0.40003 ± 0.00258 20.395 ± 0.089 % 77.461 ± 0.122 %
695
+ 459 6.5921 ± 0.0500 0.24798 ± 0.00344 0.39987 ± 0.00258 20.383 ± 0.089 % 77.463 ± 0.122 %
696
+ 460 6.5942 ± 0.0499 0.24769 ± 0.00343 0.39958 ± 0.00258 20.370 ± 0.089 % 77.471 ± 0.122 %
697
+ 461 6.5942 ± 0.0499 0.24734 ± 0.00343 0.39915 ± 0.00257 20.354 ± 0.089 % 77.480 ± 0.122 %
698
+ 462 6.5960 ± 0.0498 0.24682 ± 0.00342 0.39872 ± 0.00257 20.340 ± 0.089 % 77.492 ± 0.122 %
699
+ 463 6.5959 ± 0.0498 0.24641 ± 0.00342 0.39833 ± 0.00256 20.328 ± 0.089 % 77.497 ± 0.122 %
700
+ 464 6.6001 ± 0.0498 0.24617 ± 0.00341 0.39811 ± 0.00256 20.318 ± 0.089 % 77.497 ± 0.121 %
701
+ 465 6.5986 ± 0.0497 0.24582 ± 0.00341 0.39778 ± 0.00255 20.306 ± 0.089 % 77.510 ± 0.121 %
702
+ 466 6.5973 ± 0.0497 0.24576 ± 0.00341 0.39774 ± 0.00255 20.308 ± 0.089 % 77.519 ± 0.121 %
703
+ 467 6.5998 ± 0.0496 0.24538 ± 0.00340 0.39750 ± 0.00255 20.295 ± 0.088 % 77.528 ± 0.121 %
704
+ 468 6.5957 ± 0.0495 0.24499 ± 0.00340 0.39722 ± 0.00254 20.286 ± 0.088 % 77.529 ± 0.121 %
705
+ 469 6.5930 ± 0.0495 0.24486 ± 0.00339 0.39693 ± 0.00254 20.278 ± 0.088 % 77.548 ± 0.121 %
706
+ 470 6.5942 ± 0.0494 0.24488 ± 0.00339 0.39676 ± 0.00253 20.273 ± 0.088 % 77.549 ± 0.121 %
707
+ 471 6.5984 ± 0.0494 0.24474 ± 0.00338 0.39659 ± 0.00253 20.269 ± 0.088 % 77.550 ± 0.120 %
708
+ 472 6.6055 ± 0.0494 0.24489 ± 0.00338 0.39643 ± 0.00252 20.264 ± 0.088 % 77.562 ± 0.120 %
709
+ 473 6.5984 ± 0.0493 0.24488 ± 0.00338 0.39645 ± 0.00252 20.265 ± 0.088 % 77.568 ± 0.120 %
710
+ 474 6.6007 ± 0.0493 0.24456 ± 0.00337 0.39597 ± 0.00252 20.250 ± 0.088 % 77.585 ± 0.120 %
711
+ 475 6.5986 ± 0.0492 0.24428 ± 0.00337 0.39569 ± 0.00251 20.239 ± 0.088 % 77.600 ± 0.120 %
712
+ 476 6.6012 ± 0.0492 0.24391 ± 0.00336 0.39550 ± 0.00251 20.229 ± 0.088 % 77.601 ± 0.120 %
713
+ 477 6.6104 ± 0.0492 0.24373 ± 0.00336 0.39543 ± 0.00251 20.227 ± 0.088 % 77.594 ± 0.120 %
714
+ 478 6.6161 ± 0.0493 0.24349 ± 0.00335 0.39525 ± 0.00250 20.216 ± 0.087 % 77.599 ± 0.119 %
715
+ 479 6.6208 ± 0.0493 0.24334 ± 0.00335 0.39538 ± 0.00250 20.214 ± 0.087 % 77.595 ± 0.119 %
716
+ 480 6.6257 ± 0.0493 0.24294 ± 0.00335 0.39510 ± 0.00250 20.202 ± 0.087 % 77.600 ± 0.119 %
717
+ 481 6.6299 ± 0.0492 0.24229 ± 0.00335 0.39510 ± 0.00250 20.193 ± 0.087 % 77.606 ± 0.119 %
718
+ 482 6.6316 ± 0.0492 0.24199 ± 0.00334 0.39471 ± 0.00249 20.179 ± 0.087 % 77.617 ± 0.119 %
719
+ 483 6.6388 ± 0.0492 0.24179 ± 0.00334 0.39438 ± 0.00249 20.164 ± 0.087 % 77.620 ± 0.119 %
720
+ 484 6.6442 ± 0.0492 0.24164 ± 0.00333 0.39402 ± 0.00248 20.151 ± 0.087 % 77.632 ± 0.119 %
721
+ 485 6.6399 ± 0.0491 0.24206 ± 0.00333 0.39423 ± 0.00248 20.164 ± 0.087 % 77.624 ± 0.119 %
722
+ 486 6.6368 ± 0.0491 0.24271 ± 0.00333 0.39477 ± 0.00248 20.175 ± 0.087 % 77.606 ± 0.118 %
723
+ 487 6.6327 ± 0.0490 0.24303 ± 0.00333 0.39495 ± 0.00248 20.181 ± 0.087 % 77.603 ± 0.118 %
724
+ 488 6.6259 ± 0.0489 0.24315 ± 0.00332 0.39504 ± 0.00247 20.189 ± 0.086 % 77.597 ± 0.118 %
725
+ 489 6.6225 ± 0.0488 0.24321 ± 0.00332 0.39513 ± 0.00247 20.190 ± 0.086 % 77.584 ± 0.118 %
726
+ 490 6.6150 ± 0.0487 0.24312 ± 0.00332 0.39520 ± 0.00247 20.195 ± 0.086 % 77.584 ± 0.118 %
727
+ 491 6.6196 ± 0.0487 0.24335 ± 0.00332 0.39533 ± 0.00247 20.198 ± 0.086 % 77.582 ± 0.118 %
728
+ 492 6.6216 ± 0.0486 0.24297 ± 0.00331 0.39513 ± 0.00247 20.185 ± 0.086 % 77.590 ± 0.118 %
729
+ 493 6.6316 ± 0.0487 0.24265 ± 0.00331 0.39496 ± 0.00246 20.173 ± 0.086 % 77.592 ± 0.118 %
730
+ 494 6.6246 ± 0.0486 0.24246 ± 0.00330 0.39478 ± 0.00246 20.169 ± 0.086 % 77.599 ± 0.117 %
731
+ 495 6.6216 ± 0.0485 0.24272 ± 0.00330 0.39466 ± 0.00245 20.169 ± 0.086 % 77.606 ± 0.117 %
732
+ 496 6.6216 ± 0.0485 0.24240 ± 0.00329 0.39447 ± 0.00245 20.161 ± 0.086 % 77.604 ± 0.117 %
733
+ 497 6.6225 ± 0.0484 0.24199 ± 0.00329 0.39411 ± 0.00244 20.150 ± 0.086 % 77.612 ± 0.117 %
734
+ 498 6.6291 ± 0.0485 0.24159 ± 0.00328 0.39392 ± 0.00244 20.138 ± 0.085 % 77.620 ± 0.117 %
735
+ 499 6.6371 ± 0.0485 0.24130 ± 0.00328 0.39369 ± 0.00244 20.123 ± 0.085 % 77.629 ± 0.117 %
736
+ 500 6.6314 ± 0.0484 0.24141 ± 0.00328 0.39355 ± 0.00243 20.126 ± 0.085 % 77.638 ± 0.117 %
737
+ 501 6.6259 ± 0.0483 0.24238 ± 0.00328 0.39407 ± 0.00243 20.160 ± 0.085 % 77.624 ± 0.117 %
738
+ 502 6.6218 ± 0.0482 0.24225 ± 0.00327 0.39393 ± 0.00243 20.157 ± 0.085 % 77.631 ± 0.116 %
739
+ 503 6.6244 ± 0.0482 0.24262 ± 0.00327 0.39459 ± 0.00243 20.173 ± 0.085 % 77.600 ± 0.116 %
740
+ 504 6.6206 ± 0.0481 0.24240 ± 0.00327 0.39459 ± 0.00242 20.172 ± 0.085 % 77.592 ± 0.116 %
741
+ 505 6.6198 ± 0.0480 0.24218 ± 0.00326 0.39467 ± 0.00243 20.168 ± 0.085 % 77.608 ± 0.116 %
742
+ 506 6.6219 ± 0.0480 0.24231 ± 0.00326 0.39461 ± 0.00243 20.165 ± 0.085 % 77.607 ± 0.116 %
743
+ 507 6.6169 ± 0.0479 0.24291 ± 0.00326 0.39502 ± 0.00243 20.189 ± 0.085 % 77.601 ± 0.116 %
744
+ 508 6.6148 ± 0.0478 0.24340 ± 0.00326 0.39533 ± 0.00242 20.205 ± 0.085 % 77.590 ± 0.116 %
745
+ 509 6.6195 ± 0.0478 0.24371 ± 0.00325 0.39550 ± 0.00242 20.202 ± 0.085 % 77.581 ± 0.116 %
746
+ 510 6.6127 ± 0.0477 0.24411 ± 0.00325 0.39564 ± 0.00242 20.211 ± 0.084 % 77.576 ± 0.116 %
747
+ 511 6.6194 ± 0.0477 0.24424 ± 0.00325 0.39558 ± 0.00241 20.205 ± 0.084 % 77.566 ± 0.116 %
748
+ 512 6.6196 ± 0.0477 0.24435 ± 0.00325 0.39580 ± 0.00241 20.213 ± 0.084 % 77.565 ± 0.115 %
749
+ 513 6.6142 ± 0.0476 0.24425 ± 0.00324 0.39595 ± 0.00241 20.215 ± 0.084 % 77.560 ± 0.115 %
750
+ 514 6.6140 ± 0.0475 0.24459 ± 0.00324 0.39600 ± 0.00241 20.222 ± 0.084 % 77.546 ± 0.115 %
751
+ 515 6.6173 ± 0.0475 0.24447 ± 0.00324 0.39627 ± 0.00241 20.228 ± 0.084 % 77.532 ± 0.115 %
752
+ 516 6.6235 ± 0.0475 0.24422 ± 0.00323 0.39613 ± 0.00240 20.218 ± 0.084 % 77.539 ± 0.115 %
753
+ 517 6.6187 ± 0.0474 0.24444 ± 0.00323 0.39584 ± 0.00240 20.213 ± 0.084 % 77.545 ± 0.115 %
754
+ 518 6.6061 ± 0.0473 0.24419 ± 0.00322 0.39555 ± 0.00240 20.211 ± 0.084 % 77.559 ± 0.115 %
755
+ 519 6.6037 ± 0.0472 0.24396 ± 0.00322 0.39521 ± 0.00239 20.200 ± 0.084 % 77.571 ± 0.115 %
756
+ 520 6.6005 ± 0.0471 0.24377 ± 0.00321 0.39508 ± 0.00239 20.193 ± 0.084 % 77.573 ± 0.115 %
757
+ 521 6.5928 ± 0.0470 0.24343 ± 0.00321 0.39463 ± 0.00239 20.178 ± 0.084 % 77.591 ± 0.114 %
758
+ 522 6.5873 ± 0.0469 0.24306 ± 0.00321 0.39433 ± 0.00238 20.167 ± 0.083 % 77.608 ± 0.114 %
759
+ 523 6.5680 ± 0.0467 0.24231 ± 0.00320 0.39441 ± 0.00239 20.164 ± 0.083 % 77.638 ± 0.114 %
760
+ 524 6.5651 ± 0.0467 0.24273 ± 0.00320 0.39437 ± 0.00239 20.170 ± 0.083 % 77.637 ± 0.114 %
761
+ 525 6.5641 ± 0.0466 0.24295 ± 0.00320 0.39443 ± 0.00239 20.176 ± 0.083 % 77.630 ± 0.114 %
762
+ 526 6.5676 ± 0.0466 0.24299 ± 0.00320 0.39426 ± 0.00238 20.168 ± 0.083 % 77.629 ± 0.114 %
763
+ 527 6.5729 ± 0.0466 0.24269 ± 0.00319 0.39413 ± 0.00238 20.161 ± 0.083 % 77.631 ± 0.114 %
764
+ 528 6.5741 ± 0.0466 0.24268 ± 0.00319 0.39387 ± 0.00238 20.151 ± 0.083 % 77.631 ± 0.114 %
765
+ 529 6.5820 ± 0.0466 0.24241 ± 0.00318 0.39363 ± 0.00237 20.138 ± 0.083 % 77.635 ± 0.113 %
766
+ 530 6.5910 ± 0.0466 0.24216 ± 0.00318 0.39365 ± 0.00237 20.131 ± 0.083 % 77.621 ± 0.113 %
767
+ 531 6.5985 ± 0.0466 0.24213 ± 0.00318 0.39329 ± 0.00236 20.118 ± 0.083 % 77.635 ± 0.113 %
768
+ 532 6.6084 ± 0.0467 0.24206 ± 0.00317 0.39337 ± 0.00236 20.114 ± 0.083 % 77.631 ± 0.113 %
769
+ 533 6.6155 ± 0.0467 0.24212 ± 0.00317 0.39330 ± 0.00236 20.108 ± 0.083 % 77.625 ± 0.113 %
770
+ 534 6.6278 ± 0.0468 0.24238 ± 0.00317 0.39330 ± 0.00236 20.095 ± 0.083 % 77.607 ± 0.113 %
771
+ 535 6.6312 ± 0.0468 0.24247 ± 0.00317 0.39369 ± 0.00236 20.095 ± 0.082 % 77.602 ± 0.113 %
772
+ 536 6.6311 ± 0.0467 0.24261 ± 0.00316 0.39399 ± 0.00236 20.110 ± 0.082 % 77.598 ± 0.113 %
773
+ 537 6.6228 ± 0.0466 0.24325 ± 0.00316 0.39472 ± 0.00236 20.153 ± 0.082 % 77.589 ± 0.113 %
774
+ 538 6.6190 ± 0.0465 0.24396 ± 0.00317 0.39539 ± 0.00236 20.179 ± 0.082 % 77.578 ± 0.113 %
775
+ 539 6.6174 ± 0.0465 0.24422 ± 0.00316 0.39560 ± 0.00236 20.189 ± 0.082 % 77.572 ± 0.113 %
776
+ 540 6.6131 ± 0.0464 0.24512 ± 0.00316 0.39601 ± 0.00236 20.208 ± 0.082 % 77.568 ± 0.112 %
777
+ 541 6.6147 ± 0.0464 0.24640 ± 0.00316 0.39665 ± 0.00236 20.238 ± 0.082 % 77.553 ± 0.112 %
778
+ 542 6.6142 ± 0.0463 0.24696 ± 0.00316 0.39687 ± 0.00235 20.244 ± 0.082 % 77.543 ± 0.112 %
779
+ 543 6.6132 ± 0.0463 0.24741 ± 0.00316 0.39712 ± 0.00235 20.256 ± 0.082 % 77.529 ± 0.112 %
780
+ 544 6.6094 ± 0.0462 0.24787 ± 0.00316 0.39719 ± 0.00235 20.262 ± 0.082 % 77.522 ± 0.112 %
781
+ 545 6.6085 ± 0.0461 0.24795 ± 0.00316 0.39727 ± 0.00235 20.265 ± 0.082 % 77.518 ± 0.112 %
782
+ 546 6.6053 ± 0.0461 0.24766 ± 0.00315 0.39740 ± 0.00234 20.269 ± 0.082 % 77.516 ± 0.112 %
783
+ 547 6.6063 ± 0.0460 0.24758 ± 0.00315 0.39737 ± 0.00234 20.263 ± 0.082 % 77.500 ± 0.112 %
784
+ 548 6.6159 ± 0.0461 0.24755 ± 0.00315 0.39756 ± 0.00234 20.254 ± 0.082 % 77.503 ± 0.112 %
785
+ 549 6.6240 ± 0.0461 0.24746 ± 0.00314 0.39743 ± 0.00234 20.244 ± 0.081 % 77.497 ± 0.112 %
786
+ 550 6.6380 ± 0.0462 0.24704 ± 0.00314 0.39803 ± 0.00234 20.238 ± 0.081 % 77.484 ± 0.112 %
787
+ 551 6.6390 ± 0.0462 0.24689 ± 0.00314 0.39803 ± 0.00234 20.231 ± 0.081 % 77.485 ± 0.111 %
788
+ 552 6.6369 ± 0.0461 0.24680 ± 0.00314 0.39789 ± 0.00234 20.227 ± 0.081 % 77.495 ± 0.111 %
789
+
790
+ ====== Perplexity statistics ======
791
+ Mean PPL(Q) : 6.636852 ± 0.046125
792
+ Mean PPL(base) : 5.185329 ± 0.034498
793
+ Cor(ln(PPL(Q)), ln(PPL(base))): 89.45%
794
+ Mean ln(PPL(Q)/PPL(base)) : 0.246804 ± 0.003137
795
+ Mean PPL(Q)/PPL(base) : 1.279929 ± 0.004016
796
+ Mean PPL(Q)-PPL(base) : 1.451523 ± 0.021700
797
+
798
+ ====== KL divergence statistics ======
799
+ Mean KLD: 0.397892 ± 0.002336
800
+ Maximum KLD: 29.887363
801
+ 99.9% KLD: 9.886730
802
+ 99.0% KLD: 3.908828
803
+ 95.0% KLD: 1.722604
804
+ 90.0% KLD: 1.014117
805
+ Median KLD: 0.125476
806
+ 10.0% KLD: 0.001320
807
+ 5.0% KLD: 0.000262
808
+ 1.0% KLD: 0.000018
809
+ 0.1% KLD: 0.000000
810
+ Minimum KLD: -0.000185
811
+
812
+ ====== Token probability statistics ======
813
+ Mean Δp: -5.541 ± 0.052 %
814
+ Maximum Δp: 99.984%
815
+ 99.9% Δp: 83.390%
816
+ 99.0% Δp: 40.937%
817
+ 95.0% Δp: 15.082%
818
+ 90.0% Δp: 6.923%
819
+ 75.0% Δp: 0.331%
820
+ Median Δp: -0.344%
821
+ 25.0% Δp: -7.341%
822
+ 10.0% Δp: -26.119%
823
+ 5.0% Δp: -45.483%
824
+ 1.0% Δp: -83.205%
825
+ 0.1% Δp: -97.787%
826
+ Minimum Δp: -99.997%
827
+ RMS Δp : 20.227 ± 0.081 %
828
+ Same top p: 77.495 ± 0.111 %
829
+
830
+ 13.13.273.140 I llama_perf_context_print: load time = 74044.74 ms
831
+ 13.13.273.142 I llama_perf_context_print: prompt eval time = 626714.24 ms / 282624 tokens ( 2.22 ms per token, 450.96 tokens per second)
832
+ 13.13.273.143 I llama_perf_context_print: eval time = 0.00 ms / 1 runs ( 0.00 ms per token, inf tokens per second)
833
+ 13.13.273.144 I llama_perf_context_print: total time = 716342.61 ms / 282625 tokens
834
+ 13.13.273.145 I llama_perf_context_print: graphs reused = 33
835
+ 13.13.273.389 I common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted |
836
+ 13.13.273.390 I common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 78327 + (17953 = 14942 + 168 + 2842) + 968 |
837
+ 13.13.273.390 I common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 71581 + (24695 = 21240 + 180 + 3275) + 972 |
838
+ 13.13.273.391 I common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 71581 + (24695 = 21240 + 180 + 3275) + 972 |
839
+ 13.13.273.391 I common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 71581 + (24695 = 21240 + 180 + 3275) + 972 |
840
+ 13.13.273.391 I common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 74057 + (22218 = 18880 + 160 + 3178) + 973 |
841
+ 13.13.273.392 I common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 71581 + (24695 = 21240 + 180 + 3275) + 972 |
842
+ 13.13.273.392 I common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 63438 + (26677 = 17481 + 140 + 9055) + 7134 |
843
+ 13.13.273.392 I common_memory_breakdown_print: | - Host | 1492 = 961 + 0 + 531 |
844
+ ```
kld_data/aes_sedai/MiniMax-M3-IQ3_S.md ADDED
@@ -0,0 +1,844 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ### MiniMax-M3-IQ3_S (aes_sedai)
2
+
3
+ ```txt
4
+ /home/jarvis/development/llama.cpp/build/bin/llama-perplexity --threads 48 --flash-attn on -lv 4 --file /mnt/srv/host/resources/KLD/wiki.test.raw --kl-divergence-base /mnt/srv/snowdrift/ref-logits/MiniMax-M3-BF16-512ctx-wiki.test.raw.bin --kl-divergence --batch-size 8192 --ubatch-size 8192 --model /mnt/srv/snowdrift/gguf/MiniMax-M3-GGUF/aes_sedai/MiniMax-M3-IQ3_S.gguf --direct-io
5
+ 0.00.108.850 W DEPRECATED: --direct-io and --no-direct-io are deprecated. use --load-mode dio instead
6
+ 0.00.109.008 I cmn common_init_: fitting params to device memory ...
7
+ 0.00.109.009 I cmn common_init_: (for bugs during this step try to reproduce them with -fit off, or provide --verbose logs if the bug only occurs with -fit on)
8
+ 0.00.109.018 I common_params_fit_impl: getting device memory data for initial parameters:
9
+ 0.02.612.372 I common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted |
10
+ 0.02.612.403 I common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (19465 = 16454 + 168 + 2842) + -18903 |
11
+ 0.02.612.404 I common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (27731 = 23508 + 180 + 4043) + -27169 |
12
+ 0.02.612.404 I common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (27731 = 23508 + 180 + 4043) + -27169 |
13
+ 0.02.612.405 I common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (27731 = 23508 + 180 + 4043) + -27169 |
14
+ 0.02.612.405 I common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (25002 = 20896 + 160 + 3946) + -24440 |
15
+ 0.02.612.405 I common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (27731 = 23508 + 180 + 4043) + -27169 |
16
+ 0.02.612.405 I common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 90524 + (29209 = 19245 + 140 + 9823) + -22483 |
17
+ 0.02.612.405 I common_memory_breakdown_print: | - Host | 1492 = 961 + 0 + 531 |
18
+ 0.02.675.406 I common_params_fit_impl: projected memory use with initial parameters [MiB]:
19
+ 0.02.675.458 I common_params_fit_impl: - CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 19465 used, 77222 free vs. target of 1024
20
+ 0.02.675.464 I common_params_fit_impl: - CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 27731 used, 68956 free vs. target of 1024
21
+ 0.02.675.469 I common_params_fit_impl: - CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 27731 used, 68956 free vs. target of 1024
22
+ 0.02.675.475 I common_params_fit_impl: - CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 27731 used, 68956 free vs. target of 1024
23
+ 0.02.675.480 I common_params_fit_impl: - CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 25002 used, 71685 free vs. target of 1024
24
+ 0.02.675.485 I common_params_fit_impl: - CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 27731 used, 68956 free vs. target of 1024
25
+ 0.02.675.490 I common_params_fit_impl: - CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 29209 used, 61314 free vs. target of 1024
26
+ 0.02.675.495 I common_params_fit_impl: projected to use 184604 MiB of device memory vs. 670651 MiB of free device memory
27
+ 0.02.675.501 I common_params_fit_impl: targets for free memory can be met on all devices, no changes needed
28
+ 0.02.675.507 I common_fit_params: successfully fit params to free device memory
29
+ 0.02.675.516 I common_fit_params: fitting params to free memory took 2.57 seconds
30
+ 0.02.849.073 I llama_model_loader: loaded meta data with 54 key-value pairs and 1176 tensors from /mnt/srv/snowdrift/gguf/MiniMax-M3-GGUF/aes_sedai/MiniMax-M3-IQ3_S.gguf (version GGUF V3 (latest))
31
+ 0.02.849.117 I llama_model_loader: Dumping metadata keys/values. Note: KV overrides do not apply in this output.
32
+ 0.02.849.123 I llama_model_loader: - kv 0: general.architecture str = minimax-m3
33
+ 0.02.849.124 I llama_model_loader: - kv 1: general.type str = model
34
+ 0.02.849.130 I llama_model_loader: - kv 2: general.sampling.top_p f32 = 0.950000
35
+ 0.02.849.131 I llama_model_loader: - kv 3: general.sampling.temp f32 = 1.000000
36
+ 0.02.849.131 I llama_model_loader: - kv 4: general.name str = MiniMax M3
37
+ 0.02.849.131 I llama_model_loader: - kv 5: general.size_label str = 128x16B
38
+ 0.02.849.132 I llama_model_loader: - kv 6: general.license str = other
39
+ 0.02.849.133 I llama_model_loader: - kv 7: general.license.name str = minimax-community
40
+ 0.02.849.134 I llama_model_loader: - kv 8: general.license.link str = LICENSE
41
+ 0.02.849.148 I llama_model_loader: - kv 9: general.tags arr[str,6] = ["multimodal", "moe", "agent", "codin...
42
+ 0.02.849.149 I llama_model_loader: - kv 10: minimax-m3.block_count u32 = 60
43
+ 0.02.849.150 I llama_model_loader: - kv 11: minimax-m3.context_length u32 = 1048576
44
+ 0.02.849.151 I llama_model_loader: - kv 12: minimax-m3.embedding_length u32 = 6144
45
+ 0.02.849.151 I llama_model_loader: - kv 13: minimax-m3.feed_forward_length u32 = 12288
46
+ 0.02.849.152 I llama_model_loader: - kv 14: minimax-m3.attention.head_count u32 = 64
47
+ 0.02.849.153 I llama_model_loader: - kv 15: minimax-m3.attention.head_count_kv u32 = 4
48
+ 0.02.849.155 I llama_model_loader: - kv 16: minimax-m3.rope.freq_base f32 = 5000000.000000
49
+ 0.02.849.156 I llama_model_loader: - kv 17: minimax-m3.attention.layer_norm_rms_epsilon f32 = 0.000001
50
+ 0.02.849.157 I llama_model_loader: - kv 18: minimax-m3.expert_count u32 = 128
51
+ 0.02.849.157 I llama_model_loader: - kv 19: minimax-m3.expert_used_count u32 = 4
52
+ 0.02.849.158 I llama_model_loader: - kv 20: minimax-m3.expert_gating_func u32 = 2
53
+ 0.02.849.158 I llama_model_loader: - kv 21: minimax-m3.attention.key_length u32 = 128
54
+ 0.02.849.159 I llama_model_loader: - kv 22: minimax-m3.attention.value_length u32 = 128
55
+ 0.02.849.159 I llama_model_loader: - kv 23: minimax-m3.expert_feed_forward_length u32 = 3072
56
+ 0.02.849.160 I llama_model_loader: - kv 24: minimax-m3.rope.dimension_count u32 = 64
57
+ 0.02.849.160 I llama_model_loader: - kv 25: minimax-m3.expert_shared_count u32 = 1
58
+ 0.02.849.161 I llama_model_loader: - kv 26: minimax-m3.expert_weights_scale f32 = 2.000000
59
+ 0.02.849.162 I llama_model_loader: - kv 27: minimax-m3.expert_weights_norm bool = true
60
+ 0.02.849.163 I llama_model_loader: - kv 28: minimax-m3.attention.indexer.head_count u32 = 4
61
+ 0.02.849.163 I llama_model_loader: - kv 29: minimax-m3.attention.indexer.key_length u32 = 128
62
+ 0.02.849.164 I llama_model_loader: - kv 30: minimax-m3.attention.indexer.top_k u32 = 16
63
+ 0.02.849.164 I llama_model_loader: - kv 31: minimax-m3.attention.indexer.block_size u32 = 128
64
+ 0.02.849.165 I llama_model_loader: - kv 32: minimax-m3.attention.indexer.local_blocks u32 = 1
65
+ 0.02.849.165 I llama_model_loader: - kv 33: minimax-m3.leading_dense_block_count u32 = 3
66
+ 0.02.849.166 I llama_model_loader: - kv 34: tokenizer.ggml.model str = gpt2
67
+ 0.02.849.166 I llama_model_loader: - kv 35: tokenizer.ggml.pre str = minimax-m2
68
+ 0.02.872.492 I llama_model_loader: - kv 36: tokenizer.ggml.tokens arr[str,200064] = ["Ā", "ā", "Ă", "ă", "Ą", "ą", ...
69
+ 0.02.880.362 I llama_model_loader: - kv 37: tokenizer.ggml.token_type arr[i32,200064] = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, ...
70
+ 0.02.916.928 I llama_model_loader: - kv 38: tokenizer.ggml.merges arr[str,199744] = ["Ġ Ġ", "Ġ t", "Ġ a", "i n", "e r...
71
+ 0.02.916.949 I llama_model_loader: - kv 39: tokenizer.ggml.bos_token_id u32 = 200019
72
+ 0.02.916.950 I llama_model_loader: - kv 40: tokenizer.ggml.eos_token_id u32 = 200020
73
+ 0.02.916.950 I llama_model_loader: - kv 41: tokenizer.ggml.unknown_token_id u32 = 200020
74
+ 0.02.916.951 I llama_model_loader: - kv 42: tokenizer.ggml.padding_token_id u32 = 200000
75
+ 0.02.916.955 I llama_model_loader: - kv 43: tokenizer.chat_template str = {# ---------- special token variables...
76
+ 0.02.916.956 I llama_model_loader: - kv 44: general.quantization_version u32 = 2
77
+ 0.02.916.956 I llama_model_loader: - kv 45: general.file_type u32 = 18
78
+ 0.02.916.957 I llama_model_loader: - kv 46: MoE_Quantization.ffn_up_exps str = IQ2_S
79
+ 0.02.916.957 I llama_model_loader: - kv 47: MoE_Quantization.ffn_gate_exps str = IQ2_S
80
+ 0.02.916.958 I llama_model_loader: - kv 48: MoE_Quantization.ffn_down_exps str = IQ3_S
81
+ 0.02.916.959 I llama_model_loader: - kv 49: MoE_Quantization.type_default str = Q6_K
82
+ 0.02.916.960 I llama_model_loader: - kv 50: quantize.imatrix.file str = /mnt/srv/snowdrift/fp16/MiniMax-M3/im...
83
+ 0.02.916.961 I llama_model_loader: - kv 51: quantize.imatrix.dataset str = /mnt/srv/host/resources/KLD/calibrati...
84
+ 0.02.916.962 I llama_model_loader: - kv 52: quantize.imatrix.entries_count u32 = 762
85
+ 0.02.916.962 I llama_model_loader: - kv 53: quantize.imatrix.chunks_count u32 = 49
86
+ 0.02.916.963 I llama_model_loader: - type f32: 583 tensors
87
+ 0.02.916.965 I llama_model_loader: - type q6_K: 422 tensors
88
+ 0.02.916.965 I llama_model_loader: - type iq3_s: 57 tensors
89
+ 0.02.916.965 I llama_model_loader: - type iq2_s: 114 tensors
90
+ 0.02.916.967 I print_info: file format = GGUF V3 (latest)
91
+ 0.02.916.968 I print_info: file type = Q6_K
92
+ 0.02.916.974 I print_info: file size = 148.04 GiB (2.98 BPW)
93
+ 0.02.917.323 I llama_prepare_model_devices: using device CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:01:00.0) - 96687 MiB free
94
+ 0.02.917.330 I llama_prepare_model_devices: using device CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:02:00.0) - 96687 MiB free
95
+ 0.02.917.337 I llama_prepare_model_devices: using device CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:03:00.0) - 96687 MiB free
96
+ 0.02.917.343 I llama_prepare_model_devices: using device CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:04:00.0) - 96687 MiB free
97
+ 0.02.917.349 I llama_prepare_model_devices: using device CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:05:00.0) - 96687 MiB free
98
+ 0.02.917.355 I llama_prepare_model_devices: using device CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:06:00.0) - 96687 MiB free
99
+ 0.02.917.362 I llama_prepare_model_devices: using device CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:07:00.0) - 90524 MiB free
100
+ 0.03.019.206 I load: 0 unused tokens
101
+ 0.03.039.229 I load: printing all EOG tokens:
102
+ 0.03.039.268 I load: - 200004 ('<fim_pad>')
103
+ 0.03.039.275 I load: - 200005 ('<reponame>')
104
+ 0.03.039.280 I load: - 200020 ('[e~[')
105
+ 0.03.039.428 I load: special tokens cache size = 61
106
+ 0.03.092.042 I load: token to piece cache size = 1.3356 MB
107
+ 0.03.092.098 I print_info: arch = minimax-m3
108
+ 0.03.092.105 I print_info: vocab_only = 0
109
+ 0.03.092.110 I print_info: no_alloc = 0
110
+ 0.03.092.116 I print_info: n_ctx_train = 1048576
111
+ 0.03.092.122 I print_info: n_embd_inp = 6144
112
+ 0.03.092.128 I print_info: n_embd = 6144
113
+ 0.03.092.134 I print_info: n_embd_out = 6144
114
+ 0.03.092.140 I print_info: n_layer = 60
115
+ 0.03.092.145 I print_info: n_layer_all = 60
116
+ 0.03.092.162 I print_info: n_head = 64
117
+ 0.03.092.169 I print_info: n_head_kv = 4
118
+ 0.03.092.189 I print_info: n_rot = 64
119
+ 0.03.092.199 I print_info: n_swa = 0
120
+ 0.03.092.206 I print_info: is_swa_any = 0
121
+ 0.03.092.212 I print_info: n_embd_head_k = 128
122
+ 0.03.092.218 I print_info: n_embd_head_v = 128
123
+ 0.03.092.226 I print_info: n_gqa = 16
124
+ 0.03.092.233 I print_info: n_embd_k_gqa = 512
125
+ 0.03.092.240 I print_info: n_embd_v_gqa = 512
126
+ 0.03.092.246 I print_info: f_norm_eps = 0.0e+00
127
+ 0.03.092.254 I print_info: f_norm_rms_eps = 1.0e-06
128
+ 0.03.092.260 I print_info: f_clamp_kqv = 0.0e+00
129
+ 0.03.092.266 I print_info: f_max_alibi_bias = 0.0e+00
130
+ 0.03.092.271 I print_info: f_logit_scale = 0.0e+00
131
+ 0.03.092.277 I print_info: f_attn_scale = 0.0e+00
132
+ 0.03.092.282 I print_info: f_attn_value_scale = 0.0000
133
+ 0.03.092.289 I print_info: n_ff = 12288
134
+ 0.03.092.295 I print_info: n_expert = 128
135
+ 0.03.092.300 I print_info: n_expert_used = 4
136
+ 0.03.092.306 I print_info: n_expert_groups = 0
137
+ 0.03.092.312 I print_info: n_group_used = 0
138
+ 0.03.092.317 I print_info: causal attn = 1
139
+ 0.03.092.322 I print_info: pooling type = -1
140
+ 0.03.092.328 I print_info: rope type = 2
141
+ 0.03.092.333 I print_info: rope scaling = linear
142
+ 0.03.092.341 I print_info: freq_base_train = 5000000.0
143
+ 0.03.092.346 I print_info: freq_scale_train = 1
144
+ 0.03.092.352 I print_info: n_ctx_orig_yarn = 1048576
145
+ 0.03.092.358 I print_info: rope_yarn_log_mul = 0.0000
146
+ 0.03.092.363 I print_info: rope_finetuned = unknown
147
+ 0.03.092.369 I print_info: model type = 428B.A23B
148
+ 0.03.092.376 I print_info: model params = 426.17 B
149
+ 0.03.092.401 I print_info: general.name = MiniMax M3
150
+ 0.03.092.415 I print_info: vocab type = BPE
151
+ 0.03.092.421 I print_info: n_vocab = 200064
152
+ 0.03.092.427 I print_info: n_merges = 199744
153
+ 0.03.092.433 I print_info: BOS token = 200019 ']~b]'
154
+ 0.03.092.438 I print_info: EOS token = 200020 '[e~['
155
+ 0.03.092.444 I print_info: UNK token = 200020 '[e~['
156
+ 0.03.092.451 I print_info: PAD token = 200000 ']!p~['
157
+ 0.03.092.464 I print_info: LF token = 10 'Ċ'
158
+ 0.03.092.469 I print_info: FIM PRE token = 200001 '<fim_prefix>'
159
+ 0.03.092.474 I print_info: FIM SUF token = 200003 '<fim_suffix>'
160
+ 0.03.092.480 I print_info: FIM MID token = 200002 '<fim_middle>'
161
+ 0.03.092.485 I print_info: FIM PAD token = 200004 '<fim_pad>'
162
+ 0.03.092.490 I print_info: FIM REP token = 200005 '<reponame>'
163
+ 0.03.092.496 I print_info: EOG token = 200004 '<fim_pad>'
164
+ 0.03.092.501 I print_info: EOG token = 200005 '<reponame>'
165
+ 0.03.092.507 I print_info: EOG token = 200020 '[e~['
166
+ 0.03.092.512 I print_info: max token length = 256
167
+ 0.03.092.519 I load_tensors: loading model tensors, this can take a while... (load_mode = dio)
168
+ 0.03.530.505 I load_tensors: offloading output layer to GPU
169
+ 0.03.530.550 I load_tensors: offloading 59 repeating layers to GPU
170
+ 0.03.530.556 I load_tensors: offloaded 61/61 layers to GPU
171
+ 0.03.530.569 I load_tensors: CUDA0 model buffer size = 16454.83 MiB
172
+ 0.03.530.575 I load_tensors: CUDA1 model buffer size = 23508.16 MiB
173
+ 0.03.530.581 I load_tensors: CUDA2 model buffer size = 23508.16 MiB
174
+ 0.03.530.587 I load_tensors: CUDA3 model buffer size = 23508.16 MiB
175
+ 0.03.530.593 I load_tensors: CUDA4 model buffer size = 20896.14 MiB
176
+ 0.03.530.598 I load_tensors: CUDA5 model buffer size = 23508.16 MiB
177
+ 0.03.530.604 I load_tensors: CUDA6 model buffer size = 19245.76 MiB
178
+ 0.03.530.610 I load_tensors: CUDA_Host model buffer size = 961.61 MiB
179
+ ....................................................................................................
180
+ 1.45.424.746 I cmn common_init_: added <fim_pad> logit bias = -inf
181
+ 1.45.424.755 I cmn common_init_: added <reponame> logit bias = -inf
182
+ 1.45.424.756 I cmn common_init_: added [e~[ logit bias = -inf
183
+ 1.45.425.024 I llama_context: constructing llama_context
184
+ 1.45.425.034 I llama_context: n_seq_max = 16
185
+ 1.45.425.035 I llama_context: n_ctx = 8192
186
+ 1.45.425.035 I llama_context: n_ctx_seq = 512
187
+ 1.45.425.036 I llama_context: n_batch = 8192
188
+ 1.45.425.036 I llama_context: n_ubatch = 8192
189
+ 1.45.425.036 I llama_context: causal_attn = 1
190
+ 1.45.425.037 I llama_context: flash_attn = enabled
191
+ 1.45.425.037 I llama_context: kv_unified = false
192
+ 1.45.425.040 I llama_context: freq_base = 5000000.0
193
+ 1.45.425.041 I llama_context: freq_scale = 1
194
+ 1.45.425.041 I llama_context: n_rs_seq = 0
195
+ 1.45.425.041 I llama_context: n_outputs_max = 8192
196
+ 1.45.425.042 I llama_context: n_ctx_seq (512) < n_ctx_train (1048576) -- the full capacity of the model will not be utilized
197
+ 1.45.430.977 I llama_context: CUDA_Host output buffer size = 12.21 MiB
198
+ 1.45.431.692 I llama_kv_cache: CUDA0 KV buffer size = 168.00 MiB
199
+ 1.45.443.519 I llama_kv_cache: CUDA1 KV buffer size = 180.00 MiB
200
+ 1.45.459.132 I llama_kv_cache: CUDA2 KV buffer size = 180.00 MiB
201
+ 1.45.475.339 I llama_kv_cache: CUDA3 KV buffer size = 180.00 MiB
202
+ 1.45.487.595 I llama_kv_cache: CUDA4 KV buffer size = 160.00 MiB
203
+ 1.45.493.979 I llama_kv_cache: CUDA5 KV buffer size = 180.00 MiB
204
+ 1.45.494.274 I llama_kv_cache: CUDA6 KV buffer size = 140.00 MiB
205
+ 1.45.494.371 I llama_kv_cache: size = 1188.00 MiB ( 512 cells, 60 layers, 16/16 seqs), K (f16): 480.00 MiB, V (f16): 480.00 MiB, K_idx (f32): 228.00 MiB
206
+ 1.45.494.398 I llama_kv_cache: attn_rot_k = 0, n_embd_head_k_all = 128
207
+ 1.45.494.398 I llama_kv_cache: attn_rot_v = 0, n_embd_head_k_all = 128
208
+ 1.45.494.480 I llama_context: pipeline parallelism enabled
209
+ 1.45.494.487 I sched_reserve: reserving ...
210
+ 1.45.562.547 I resolve_fused_ops: resolving fused Gated Delta Net support:
211
+ 1.45.564.872 I resolve_fused_ops: fused Gated Delta Net (autoregressive) enabled
212
+ 1.45.580.412 I resolve_fused_ops: fused Gated Delta Net (chunked) enabled
213
+ 1.45.580.424 I resolve_fused_ops: resolving fused Lightning Indexer support:
214
+ 1.45.585.729 I resolve_fused_ops: Lightning Indexer enabled
215
+ 1.45.585.744 I resolve_fused_ops: resolving fused DeepSeek V4 HC support:
216
+ 1.45.590.784 I resolve_fused_ops: fused DeepSeek V4 HC pre enabled
217
+ 1.45.595.296 I resolve_fused_ops: fused DeepSeek V4 HC comb enabled
218
+ 1.45.599.730 I resolve_fused_ops: fused DeepSeek V4 HC post enabled
219
+ 1.45.788.332 I sched_reserve: CUDA0 compute buffer size = 2842.62 MiB
220
+ 1.45.788.347 I sched_reserve: CUDA1 compute buffer size = 3275.62 MiB
221
+ 1.45.788.348 I sched_reserve: CUDA2 compute buffer size = 3275.62 MiB
222
+ 1.45.788.349 I sched_reserve: CUDA3 compute buffer size = 3275.62 MiB
223
+ 1.45.788.349 I sched_reserve: CUDA4 compute buffer size = 3178.62 MiB
224
+ 1.45.788.350 I sched_reserve: CUDA5 compute buffer size = 3275.62 MiB
225
+ 1.45.788.350 I sched_reserve: CUDA6 compute buffer size = 9055.75 MiB
226
+ 1.45.788.351 I sched_reserve: CUDA_Host compute buffer size = 531.00 MiB
227
+ 1.45.788.352 I sched_reserve: graph nodes = 29701 (with bs=8192), 6502 (with bs=1)
228
+ 1.45.788.352 I sched_reserve: graph splits = 1832 (with bs=8192), 8 (with bs=1)
229
+ 1.45.788.354 I sched_reserve: reserve took 293.87 ms, sched copies = 4
230
+ 1.45.788.582 I cmn common_init_: warming up the model with an empty run - please wait ... (--no-warmup to disable)
231
+ 1.45.963.345 I
232
+ 1.45.963.483 I system_info: n_threads = 48 (n_threads_batch = 48) / 56 | CUDA : ARCHS = 1200 | USE_GRAPHS = 1 | BLACKWELL_NATIVE_FP4 = 1 | CPU : SSE3 = 1 | SSSE3 = 1 | AVX = 1 | AVX_VNNI = 1 | AVX2 = 1 | F16C = 1 | FMA = 1 | BMI2 = 1 | AVX512 = 1 | AVX512_VBMI = 1 | AVX512_VNNI = 1 | AVX512_BF16 = 1 | LLAMAFILE = 1 | OPENMP = 1 | REPACK = 1 |
233
+ 1.48.093.329 I kl_divergence: computing over 552 chunks, n_ctx=512, batch_size=8192, n_seq=16
234
+ 1.53.633.192 I kl_divergence: 5.54 seconds per pass - ETA 3.18 minutes
235
+
236
+ chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p
237
+ 1 4.4578 ± 0.6722 0.36520 ± 0.07724 0.40475 ± 0.05500 23.228 ± 2.149 % 81.569 ± 2.433 %
238
+ 2 4.8399 ± 0.5157 0.34886 ± 0.04959 0.37900 ± 0.03573 22.323 ± 1.530 % 79.804 ± 1.779 %
239
+ 3 3.8219 ± 0.3144 0.35184 ± 0.04164 0.40214 ± 0.03062 25.142 ± 1.261 % 80.392 ± 1.436 %
240
+ 4 3.6448 ± 0.2485 0.39289 ± 0.03743 0.45392 ± 0.02736 27.479 ± 1.044 % 78.137 ± 1.295 %
241
+ 5 3.5627 ± 0.2130 0.43823 ± 0.03438 0.49773 ± 0.02553 29.527 ± 0.928 % 77.412 ± 1.172 %
242
+ 6 3.6354 ± 0.1957 0.47350 ± 0.03195 0.52671 ± 0.02336 30.285 ± 0.838 % 76.340 ± 1.087 %
243
+ 7 3.8977 ± 0.2031 0.47132 ± 0.03094 0.54190 ± 0.02168 30.264 ± 0.771 % 74.958 ± 1.026 %
244
+ 8 4.3955 ± 0.2322 0.51775 ± 0.03081 0.58437 ± 0.02121 30.333 ± 0.716 % 73.676 ± 0.975 %
245
+ 9 4.5285 ± 0.2247 0.54557 ± 0.02949 0.59503 ± 0.01984 30.587 ± 0.667 % 72.810 ± 0.929 %
246
+ 10 4.5056 ± 0.2114 0.55215 ± 0.02927 0.62335 ± 0.02020 31.203 ± 0.634 % 72.118 ± 0.888 %
247
+ 11 4.5424 ± 0.2042 0.52653 ± 0.02736 0.60778 ± 0.01884 30.642 ± 0.604 % 72.585 ± 0.842 %
248
+ 12 4.7282 ± 0.2040 0.49587 ± 0.02558 0.57482 ± 0.01755 29.630 ± 0.580 % 73.431 ± 0.799 %
249
+ 13 4.7915 ± 0.2015 0.48316 ± 0.02463 0.57258 ± 0.01732 29.106 ± 0.555 % 73.544 ± 0.766 %
250
+ 14 4.8186 ± 0.1961 0.46390 ± 0.02317 0.55139 ± 0.01635 28.408 ± 0.536 % 74.006 ± 0.734 %
251
+ 15 4.9913 ± 0.1994 0.43394 ± 0.02217 0.53668 ± 0.01548 27.862 ± 0.519 % 74.196 ± 0.708 %
252
+ 16 4.8388 ± 0.1852 0.41054 ± 0.02090 0.51072 ± 0.01463 27.073 ± 0.504 % 75.123 ± 0.677 %
253
+ 17 5.0172 ± 0.1902 0.39082 ± 0.02004 0.49839 ± 0.01503 26.461 ± 0.490 % 75.456 ± 0.654 %
254
+ 18 5.0799 ± 0.1883 0.37221 ± 0.01912 0.48543 ± 0.01452 25.923 ± 0.477 % 75.839 ± 0.632 %
255
+ 19 4.9416 ± 0.1761 0.37098 ± 0.01850 0.48705 ± 0.01398 26.133 ± 0.463 % 75.934 ± 0.614 %
256
+ 20 4.8667 ± 0.1679 0.35504 ± 0.01778 0.47221 ± 0.01336 25.681 ± 0.451 % 76.431 ± 0.594 %
257
+ 21 4.9621 ± 0.1690 0.34072 ± 0.01716 0.46514 ± 0.01296 25.294 ± 0.439 % 76.713 ± 0.578 %
258
+ 22 4.8439 ± 0.1602 0.33717 ± 0.01659 0.45586 ± 0.01254 24.996 ± 0.428 % 77.112 ± 0.561 %
259
+ 23 4.7201 ± 0.1512 0.33100 ± 0.01596 0.44278 ± 0.01204 24.603 ± 0.417 % 77.630 ± 0.544 %
260
+ 24 4.6806 ± 0.1459 0.32449 ± 0.01548 0.43683 ± 0.01174 24.377 ± 0.408 % 77.859 ± 0.531 %
261
+ 25 4.4951 ± 0.1358 0.31731 ± 0.01503 0.42648 ± 0.01137 24.075 ± 0.399 % 78.337 ± 0.516 %
262
+ 26 4.4268 ± 0.1304 0.31511 ± 0.01468 0.42313 ± 0.01111 23.951 ± 0.391 % 78.537 ± 0.504 %
263
+ 27 4.5170 ± 0.1314 0.30922 ± 0.01425 0.41570 ± 0.01074 23.656 ± 0.383 % 78.678 ± 0.494 %
264
+ 28 4.5165 ± 0.1291 0.30215 ± 0.01393 0.41182 ± 0.01043 23.439 ± 0.376 % 78.725 ± 0.484 %
265
+ 29 4.5643 ± 0.1280 0.29710 ± 0.01357 0.40458 ± 0.01012 23.157 ± 0.369 % 78.905 ± 0.474 %
266
+ 30 4.5815 ± 0.1265 0.29082 ± 0.01321 0.39642 ± 0.00982 22.870 ± 0.363 % 79.137 ± 0.465 %
267
+ 31 4.5758 ± 0.1242 0.28678 ± 0.01288 0.39050 ± 0.00956 22.636 ± 0.357 % 79.228 ± 0.456 %
268
+ 32 4.6416 ± 0.1245 0.28771 ± 0.01263 0.38695 ± 0.00931 22.489 ± 0.351 % 79.142 ± 0.450 %
269
+ 33 4.7295 ± 0.1254 0.28385 ± 0.01235 0.38264 ± 0.00906 22.297 ± 0.345 % 79.192 ± 0.443 %
270
+ 34 4.8344 ± 0.1270 0.28115 ± 0.01210 0.37795 ± 0.00882 22.071 ± 0.339 % 79.123 ± 0.437 %
271
+ 35 4.9154 ± 0.1272 0.27867 ± 0.01184 0.37456 ± 0.00860 21.936 ± 0.333 % 79.003 ± 0.431 %
272
+ 36 4.9477 ± 0.1265 0.27434 ± 0.01179 0.37371 ± 0.00856 21.816 ± 0.328 % 79.052 ± 0.425 %
273
+ 37 4.9978 ± 0.1265 0.26950 ± 0.01158 0.36850 ± 0.00839 21.615 ± 0.323 % 79.269 ± 0.417 %
274
+ 38 5.0668 ± 0.1275 0.26610 ± 0.01135 0.36246 ± 0.00819 21.379 ± 0.319 % 79.484 ± 0.410 %
275
+ 39 5.0692 ± 0.1255 0.26047 ± 0.01111 0.35712 ± 0.00800 21.175 ± 0.314 % 79.608 ± 0.404 %
276
+ 40 5.1586 ± 0.1267 0.25578 ± 0.01089 0.35322 ± 0.00783 20.975 ± 0.310 % 79.608 ± 0.399 %
277
+ 41 5.1788 ± 0.1255 0.25806 ± 0.01091 0.35840 ± 0.00785 21.081 ± 0.306 % 79.388 ± 0.396 %
278
+ 42 5.1430 ± 0.1229 0.25844 ± 0.01075 0.35655 ± 0.00770 21.006 ± 0.302 % 79.421 ± 0.391 %
279
+ 43 5.1317 ± 0.1208 0.25592 ± 0.01056 0.35291 ± 0.00754 20.844 ± 0.298 % 79.544 ± 0.385 %
280
+ 44 5.2090 ± 0.1215 0.25253 ± 0.01039 0.35032 ± 0.00738 20.688 ± 0.294 % 79.519 ± 0.381 %
281
+ 45 5.2853 ± 0.1224 0.25182 ± 0.01026 0.34774 ± 0.00724 20.545 ± 0.290 % 79.503 ± 0.377 %
282
+ 46 5.2775 ± 0.1207 0.25298 ± 0.01012 0.34760 ± 0.00713 20.597 ± 0.287 % 79.480 ± 0.373 %
283
+ 47 5.2831 ± 0.1194 0.25817 ± 0.01006 0.35262 ± 0.00709 20.763 ± 0.282 % 79.274 ± 0.370 %
284
+ 48 5.3023 ± 0.1185 0.25894 ± 0.00995 0.35372 ± 0.00699 20.774 ± 0.279 % 79.224 ± 0.367 %
285
+ 49 5.3510 ± 0.1187 0.25820 ± 0.00981 0.35086 ± 0.00688 20.662 ± 0.276 % 79.272 ± 0.363 %
286
+ 50 5.4151 ± 0.1190 0.25502 ± 0.00965 0.34690 ± 0.00675 20.498 ± 0.273 % 79.271 ± 0.359 %
287
+ 51 5.4635 ± 0.1193 0.25231 ± 0.00953 0.34455 ± 0.00664 20.407 ± 0.270 % 79.377 ± 0.355 %
288
+ 52 5.5076 ± 0.1194 0.25054 ± 0.00939 0.34141 ± 0.00653 20.259 ± 0.267 % 79.419 ± 0.351 %
289
+ 53 5.5770 ± 0.1208 0.25052 ± 0.00932 0.34011 ± 0.00643 20.122 ± 0.265 % 79.438 ± 0.348 %
290
+ 54 5.6355 ± 0.1215 0.25233 ± 0.00923 0.34064 ± 0.00637 20.060 ± 0.262 % 79.354 ± 0.345 %
291
+ 55 5.6837 ± 0.1216 0.24968 ± 0.00910 0.33888 ± 0.00628 19.944 ± 0.259 % 79.316 ± 0.342 %
292
+ 56 5.6732 ± 0.1202 0.24606 ± 0.00897 0.33655 ± 0.00620 19.812 ± 0.257 % 79.363 ± 0.339 %
293
+ 57 5.7061 ± 0.1199 0.24285 ± 0.00885 0.33384 ± 0.00611 19.678 ± 0.254 % 79.429 ± 0.335 %
294
+ 58 5.7088 ± 0.1188 0.24060 ± 0.00877 0.33373 ± 0.00610 19.627 ± 0.252 % 79.452 ± 0.332 %
295
+ 59 5.7710 ± 0.1193 0.23765 ± 0.00867 0.33137 ± 0.00602 19.523 ± 0.250 % 79.528 ± 0.329 %
296
+ 60 5.8156 ± 0.1194 0.23493 ± 0.00856 0.32822 ± 0.00593 19.391 ± 0.248 % 79.621 ± 0.326 %
297
+ 61 5.9179 ± 0.1213 0.23070 ± 0.00855 0.32932 ± 0.00610 19.323 ± 0.246 % 79.595 ± 0.323 %
298
+ 62 5.9809 ± 0.1221 0.22958 ± 0.00845 0.32805 ± 0.00602 19.239 ± 0.243 % 79.589 ± 0.321 %
299
+ 63 6.0338 ± 0.1223 0.22796 ± 0.00837 0.32649 ± 0.00597 19.131 ± 0.241 % 79.602 ± 0.318 %
300
+ 64 6.0544 ± 0.1219 0.22651 ± 0.00829 0.32580 ± 0.00591 19.059 ± 0.239 % 79.602 ± 0.315 %
301
+ 65 6.0892 ± 0.1218 0.22536 ± 0.00823 0.32501 ± 0.00585 19.011 ± 0.238 % 79.572 ± 0.313 %
302
+ 66 6.0986 ± 0.1208 0.22391 ± 0.00814 0.32351 ± 0.00578 18.930 ± 0.236 % 79.578 ± 0.311 %
303
+ 67 6.1251 ± 0.1206 0.22312 ± 0.00808 0.32274 ± 0.00574 18.848 ± 0.233 % 79.625 ± 0.308 %
304
+ 68 6.1841 ± 0.1211 0.22172 ± 0.00800 0.32183 ± 0.00568 18.778 ± 0.232 % 79.619 ± 0.306 %
305
+ 69 6.2337 ± 0.1216 0.22009 ± 0.00793 0.32028 ± 0.00562 18.704 ± 0.230 % 79.619 ± 0.304 %
306
+ 70 6.2678 ± 0.1216 0.21965 ± 0.00788 0.32101 ± 0.00558 18.659 ± 0.228 % 79.557 ± 0.302 %
307
+ 71 6.2646 ± 0.1209 0.21983 ± 0.00787 0.32226 ± 0.00571 18.611 ± 0.226 % 79.602 ± 0.299 %
308
+ 72 6.3068 ± 0.1216 0.21889 ± 0.00783 0.32225 ± 0.00570 18.528 ± 0.225 % 79.662 ± 0.297 %
309
+ 73 6.3461 ± 0.1218 0.21973 ± 0.00780 0.32446 ± 0.00579 18.504 ± 0.223 % 79.645 ± 0.295 %
310
+ 74 6.3567 ± 0.1216 0.21957 ± 0.00777 0.32619 ± 0.00578 18.496 ± 0.222 % 79.634 ± 0.293 %
311
+ 75 6.2602 ± 0.1185 0.22187 ± 0.00773 0.32861 ± 0.00577 18.708 ± 0.222 % 79.634 ± 0.291 %
312
+ 76 6.2138 ± 0.1167 0.22633 ± 0.00774 0.33170 ± 0.00575 18.910 ± 0.221 % 79.598 ± 0.289 %
313
+ 77 6.2043 ± 0.1156 0.22815 ± 0.00770 0.33318 ± 0.00570 18.976 ± 0.220 % 79.547 ± 0.288 %
314
+ 78 6.2201 ± 0.1151 0.22952 ± 0.00764 0.33326 ± 0.00565 18.991 ± 0.218 % 79.517 ± 0.286 %
315
+ 79 6.2320 ± 0.1145 0.22822 ± 0.00759 0.33217 ± 0.00559 18.929 ± 0.216 % 79.528 ± 0.284 %
316
+ 80 6.2109 ± 0.1132 0.22763 ± 0.00752 0.33133 ± 0.00553 18.904 ± 0.215 % 79.554 ± 0.282 %
317
+ 81 6.2234 ± 0.1127 0.22765 ± 0.00747 0.33132 ± 0.00547 18.891 ± 0.213 % 79.574 ± 0.281 %
318
+ 82 6.2130 ± 0.1117 0.22881 ± 0.00740 0.33054 ± 0.00541 18.882 ± 0.211 % 79.536 ± 0.279 %
319
+ 83 6.2083 ± 0.1109 0.22761 ± 0.00735 0.32891 ± 0.00536 18.829 ± 0.209 % 79.627 ± 0.277 %
320
+ 84 6.2098 ± 0.1103 0.22734 ± 0.00729 0.32911 ± 0.00532 18.791 ± 0.208 % 79.622 ± 0.275 %
321
+ 85 6.2056 ± 0.1095 0.22654 ± 0.00724 0.32846 ± 0.00530 18.736 ± 0.206 % 79.654 ± 0.273 %
322
+ 86 6.2728 ± 0.1104 0.22634 ± 0.00718 0.32722 ± 0.00524 18.661 ± 0.205 % 79.617 ± 0.272 %
323
+ 87 6.2689 ± 0.1096 0.22540 ± 0.00712 0.32622 ± 0.00519 18.614 ± 0.203 % 79.644 ± 0.270 %
324
+ 88 6.2846 ± 0.1092 0.22649 ± 0.00708 0.32596 ± 0.00515 18.593 ± 0.202 % 79.639 ± 0.269 %
325
+ 89 6.2838 ± 0.1085 0.22567 ± 0.00702 0.32533 ± 0.00510 18.560 ± 0.201 % 79.652 ± 0.267 %
326
+ 90 6.2703 ± 0.1075 0.22561 ± 0.00697 0.32506 ± 0.00506 18.541 ± 0.199 % 79.595 ± 0.266 %
327
+ 91 6.2568 ± 0.1065 0.22559 ± 0.00694 0.32477 ± 0.00501 18.528 ± 0.198 % 79.604 ± 0.265 %
328
+ 92 6.2285 ± 0.1052 0.22636 ± 0.00689 0.32352 ± 0.00497 18.515 ± 0.196 % 79.642 ± 0.263 %
329
+ 93 6.2503 ± 0.1051 0.22735 ± 0.00687 0.32559 ± 0.00498 18.496 ± 0.195 % 79.532 ± 0.262 %
330
+ 94 6.2540 ± 0.1046 0.22705 ± 0.00684 0.32506 ± 0.00496 18.447 ± 0.194 % 79.562 ± 0.260 %
331
+ 95 6.2909 ± 0.1048 0.22687 ± 0.00679 0.32456 ± 0.00492 18.392 ± 0.193 % 79.567 ± 0.259 %
332
+ 96 6.2977 ± 0.1043 0.22671 ± 0.00674 0.32317 ± 0.00487 18.339 ± 0.192 % 79.592 ± 0.258 %
333
+ 97 6.3152 ± 0.1042 0.22691 ± 0.00671 0.32384 ± 0.00487 18.318 ± 0.191 % 79.571 ± 0.256 %
334
+ 98 6.3083 ± 0.1034 0.22656 ± 0.00667 0.32265 ± 0.00482 18.291 ± 0.189 % 79.600 ± 0.255 %
335
+ 99 6.3099 ± 0.1030 0.22635 ± 0.00663 0.32294 ± 0.00480 18.277 ± 0.188 % 79.624 ± 0.254 %
336
+ 100 6.2928 ± 0.1021 0.22745 ± 0.00661 0.32416 ± 0.00478 18.319 ± 0.187 % 79.588 ± 0.252 %
337
+ 101 6.3612 ± 0.1031 0.22594 ± 0.00656 0.32358 ± 0.00475 18.247 ± 0.186 % 79.581 ± 0.251 %
338
+ 102 6.4423 ± 0.1043 0.22636 ± 0.00656 0.32488 ± 0.00475 18.220 ± 0.185 % 79.531 ± 0.250 %
339
+ 103 6.5053 ± 0.1052 0.22404 ± 0.00652 0.32369 ± 0.00471 18.168 ± 0.184 % 79.547 ± 0.249 %
340
+ 104 6.5295 ± 0.1052 0.22171 ± 0.00648 0.32314 ± 0.00468 18.118 ± 0.183 % 79.563 ± 0.248 %
341
+ 105 6.6055 ± 0.1063 0.22092 ± 0.00643 0.32225 ± 0.00464 18.058 ± 0.182 % 79.582 ± 0.246 %
342
+ 106 6.6332 ± 0.1063 0.21980 ± 0.00639 0.32059 ± 0.00460 17.996 ± 0.181 % 79.671 ± 0.245 %
343
+ 107 6.6087 ± 0.1052 0.21795 ± 0.00635 0.31963 ± 0.00456 17.959 ± 0.180 % 79.721 ± 0.243 %
344
+ 108 6.6837 ± 0.1064 0.21541 ± 0.00631 0.31919 ± 0.00454 17.905 ± 0.179 % 79.713 ± 0.242 %
345
+ 109 6.7188 ± 0.1065 0.21418 ± 0.00626 0.31767 ± 0.00450 17.848 ± 0.178 % 79.723 ± 0.241 %
346
+ 110 6.7144 ± 0.1060 0.21609 ± 0.00624 0.31849 ± 0.00449 17.936 ± 0.178 % 79.743 ± 0.240 %
347
+ 111 6.6714 ± 0.1047 0.21951 ± 0.00624 0.32151 ± 0.00450 18.095 ± 0.178 % 79.714 ± 0.239 %
348
+ 112 6.6497 ± 0.1037 0.22259 ± 0.00624 0.32300 ± 0.00448 18.194 ± 0.177 % 79.657 ± 0.238 %
349
+ 113 6.6159 ± 0.1027 0.22372 ± 0.00622 0.32377 ± 0.00447 18.249 ± 0.177 % 79.643 ± 0.237 %
350
+ 114 6.5957 ± 0.1018 0.22563 ± 0.00620 0.32509 ± 0.00445 18.377 ± 0.176 % 79.549 ± 0.237 %
351
+ 115 6.5584 ± 0.1007 0.22662 ± 0.00618 0.32528 ± 0.00443 18.402 ± 0.175 % 79.570 ± 0.235 %
352
+ 116 6.5403 ± 0.0999 0.22760 ± 0.00616 0.32643 ± 0.00442 18.458 ± 0.175 % 79.496 ± 0.235 %
353
+ 117 6.5083 ± 0.0989 0.22720 ± 0.00612 0.32545 ± 0.00439 18.434 ± 0.174 % 79.517 ± 0.234 %
354
+ 118 6.4650 ± 0.0976 0.22824 ± 0.00610 0.32647 ± 0.00438 18.488 ± 0.173 % 79.515 ± 0.233 %
355
+ 119 6.4349 ± 0.0966 0.23069 ± 0.00609 0.32835 ± 0.00437 18.592 ± 0.172 % 79.473 ± 0.232 %
356
+ 120 6.4057 ± 0.0957 0.23073 ± 0.00608 0.33058 ± 0.00444 18.638 ± 0.171 % 79.451 ± 0.231 %
357
+ 121 6.3732 ± 0.0947 0.23208 ± 0.00607 0.33131 ± 0.00442 18.683 ± 0.171 % 79.452 ± 0.230 %
358
+ 122 6.3247 ± 0.0934 0.23243 ± 0.00604 0.33060 ± 0.00439 18.695 ± 0.170 % 79.489 ± 0.229 %
359
+ 123 6.2935 ± 0.0926 0.23340 ± 0.00602 0.33049 ± 0.00437 18.713 ± 0.169 % 79.515 ± 0.228 %
360
+ 124 6.2545 ± 0.0915 0.23419 ± 0.00600 0.33051 ± 0.00435 18.743 ± 0.168 % 79.535 ± 0.227 %
361
+ 125 6.2235 ± 0.0905 0.23470 ± 0.00597 0.33081 ± 0.00432 18.769 ± 0.168 % 79.536 ± 0.226 %
362
+ 126 6.2182 ± 0.0902 0.23531 ± 0.00595 0.33146 ± 0.00431 18.777 ± 0.167 % 79.542 ± 0.225 %
363
+ 127 6.2089 ± 0.0896 0.23473 ± 0.00593 0.33118 ± 0.00429 18.784 ± 0.166 % 79.506 ± 0.224 %
364
+ 128 6.2067 ± 0.0891 0.23682 ± 0.00592 0.33197 ± 0.00427 18.822 ± 0.165 % 79.439 ± 0.224 %
365
+ 129 6.1867 ± 0.0884 0.23799 ± 0.00590 0.33254 ± 0.00425 18.875 ± 0.165 % 79.444 ± 0.223 %
366
+ 130 6.1847 ± 0.0880 0.23779 ± 0.00587 0.33176 ± 0.00423 18.837 ± 0.164 % 79.439 ± 0.222 %
367
+ 131 6.1844 ± 0.0876 0.23626 ± 0.00583 0.33043 ± 0.00420 18.792 ± 0.163 % 79.488 ± 0.221 %
368
+ 132 6.1890 ± 0.0874 0.23511 ± 0.00581 0.33030 ± 0.00417 18.789 ± 0.163 % 79.489 ± 0.220 %
369
+ 133 6.1647 ± 0.0866 0.23643 ± 0.00580 0.33197 ± 0.00416 18.886 ± 0.162 % 79.437 ± 0.219 %
370
+ 134 6.1570 ± 0.0861 0.23897 ± 0.00580 0.33360 ± 0.00414 18.969 ± 0.161 % 79.371 ± 0.219 %
371
+ 135 6.1468 ± 0.0856 0.24130 ± 0.00580 0.33589 ± 0.00414 19.063 ± 0.161 % 79.277 ± 0.218 %
372
+ 136 6.1304 ± 0.0850 0.24168 ± 0.00578 0.33637 ± 0.00412 19.088 ± 0.160 % 79.285 ± 0.218 %
373
+ 137 6.1284 ± 0.0847 0.24328 ± 0.00577 0.33718 ± 0.00411 19.128 ± 0.160 % 79.261 ± 0.217 %
374
+ 138 6.0954 ± 0.0838 0.24239 ± 0.00574 0.33615 ± 0.00408 19.095 ± 0.159 % 79.318 ± 0.216 %
375
+ 139 6.0781 ± 0.0831 0.24061 ± 0.00571 0.33624 ± 0.00412 19.070 ± 0.159 % 79.357 ± 0.215 %
376
+ 140 6.0535 ± 0.0824 0.24011 ± 0.00568 0.33516 ± 0.00409 19.057 ± 0.158 % 79.406 ± 0.214 %
377
+ 141 6.0445 ± 0.0820 0.23880 ± 0.00565 0.33363 ± 0.00407 19.011 ± 0.157 % 79.449 ± 0.213 %
378
+ 142 6.0188 ± 0.0812 0.23783 ± 0.00562 0.33331 ± 0.00407 18.993 ± 0.157 % 79.464 ± 0.212 %
379
+ 143 5.9960 ± 0.0806 0.23707 ± 0.00560 0.33359 ± 0.00406 19.018 ± 0.156 % 79.462 ± 0.212 %
380
+ 144 5.9735 ± 0.0799 0.23649 ± 0.00558 0.33313 ± 0.00404 19.008 ± 0.156 % 79.504 ± 0.211 %
381
+ 145 5.9625 ± 0.0795 0.23661 ± 0.00556 0.33256 ± 0.00402 18.995 ± 0.155 % 79.524 ± 0.210 %
382
+ 146 5.9461 ± 0.0790 0.23566 ± 0.00555 0.33251 ± 0.00402 18.985 ± 0.155 % 79.543 ± 0.209 %
383
+ 147 5.9317 ± 0.0784 0.23552 ± 0.00552 0.33266 ± 0.00402 18.992 ± 0.154 % 79.557 ± 0.208 %
384
+ 148 5.8943 ± 0.0775 0.23487 ± 0.00550 0.33168 ± 0.00400 18.983 ± 0.154 % 79.629 ± 0.207 %
385
+ 149 5.8720 ± 0.0768 0.23384 ± 0.00547 0.33078 ± 0.00398 18.957 ± 0.153 % 79.647 ± 0.207 %
386
+ 150 5.8564 ± 0.0763 0.23377 ± 0.00544 0.32998 ± 0.00396 18.924 ± 0.153 % 79.673 ± 0.206 %
387
+ 151 5.8402 ± 0.0758 0.23266 ± 0.00543 0.32967 ± 0.00395 18.902 ± 0.152 % 79.699 ± 0.205 %
388
+ 152 5.8228 ± 0.0752 0.23150 ± 0.00541 0.32861 ± 0.00393 18.875 ± 0.151 % 79.727 ± 0.204 %
389
+ 153 5.8187 ± 0.0749 0.23126 ± 0.00538 0.32762 ± 0.00391 18.846 ± 0.151 % 79.751 ± 0.203 %
390
+ 154 5.8083 ± 0.0745 0.23038 ± 0.00537 0.32705 ± 0.00389 18.821 ± 0.150 % 79.776 ± 0.203 %
391
+ 155 5.8130 ± 0.0743 0.23011 ± 0.00535 0.32675 ± 0.00388 18.809 ± 0.150 % 79.765 ± 0.202 %
392
+ 156 5.8073 ± 0.0740 0.22896 ± 0.00533 0.32631 ± 0.00389 18.765 ± 0.149 % 79.791 ± 0.201 %
393
+ 157 5.8109 ± 0.0739 0.22987 ± 0.00532 0.32679 ± 0.00388 18.758 ± 0.149 % 79.785 ± 0.201 %
394
+ 158 5.8150 ± 0.0737 0.22984 ± 0.00531 0.32666 ± 0.00386 18.756 ± 0.148 % 79.787 ± 0.200 %
395
+ 159 5.8267 ± 0.0737 0.22933 ± 0.00529 0.32663 ± 0.00385 18.727 ± 0.148 % 79.800 ± 0.199 %
396
+ 160 5.8423 ± 0.0737 0.22912 ± 0.00526 0.32608 ± 0.00383 18.693 ± 0.148 % 79.789 ± 0.199 %
397
+ 161 5.8501 ± 0.0736 0.22935 ± 0.00525 0.32635 ± 0.00382 18.701 ± 0.147 % 79.783 ± 0.198 %
398
+ 162 5.8846 ± 0.0739 0.22848 ± 0.00523 0.32532 ± 0.00380 18.668 ± 0.147 % 79.792 ± 0.198 %
399
+ 163 5.9189 ± 0.0742 0.22844 ± 0.00520 0.32524 ± 0.00378 18.647 ± 0.146 % 79.740 ± 0.197 %
400
+ 164 5.9472 ± 0.0744 0.22761 ± 0.00518 0.32461 ± 0.00376 18.608 ± 0.145 % 79.737 ± 0.197 %
401
+ 165 5.9901 ± 0.0749 0.22687 ± 0.00516 0.32441 ± 0.00374 18.586 ± 0.145 % 79.722 ± 0.196 %
402
+ 166 6.0205 ± 0.0752 0.22589 ± 0.00514 0.32410 ± 0.00372 18.551 ± 0.144 % 79.714 ± 0.195 %
403
+ 167 6.0658 ± 0.0758 0.22633 ± 0.00513 0.32421 ± 0.00371 18.511 ± 0.144 % 79.678 ± 0.195 %
404
+ 168 6.0978 ± 0.0761 0.22544 ± 0.00512 0.32397 ± 0.00369 18.481 ± 0.143 % 79.687 ± 0.194 %
405
+ 169 6.1088 ± 0.0761 0.22498 ± 0.00510 0.32358 ± 0.00367 18.466 ± 0.143 % 79.698 ± 0.194 %
406
+ 170 6.1014 ± 0.0758 0.22577 ± 0.00509 0.32518 ± 0.00367 18.524 ± 0.143 % 79.661 ± 0.193 %
407
+ 171 6.0913 ± 0.0754 0.22728 ± 0.00509 0.32668 ± 0.00367 18.590 ± 0.143 % 79.622 ± 0.193 %
408
+ 172 6.1083 ± 0.0754 0.22771 ± 0.00508 0.32701 ± 0.00366 18.589 ± 0.142 % 79.596 ± 0.192 %
409
+ 173 6.0924 ± 0.0749 0.22849 ± 0.00507 0.32734 ± 0.00365 18.594 ± 0.142 % 79.617 ± 0.192 %
410
+ 174 6.0946 ± 0.0747 0.22826 ± 0.00505 0.32712 ± 0.00363 18.577 ± 0.141 % 79.608 ± 0.191 %
411
+ 175 6.0900 ± 0.0744 0.22872 ± 0.00504 0.32765 ± 0.00362 18.605 ± 0.141 % 79.570 ± 0.191 %
412
+ 176 6.0984 ± 0.0743 0.22959 ± 0.00502 0.32752 ± 0.00361 18.600 ± 0.141 % 79.557 ± 0.190 %
413
+ 177 6.1005 ± 0.0741 0.22991 ± 0.00501 0.32756 ± 0.00359 18.618 ± 0.140 % 79.535 ± 0.190 %
414
+ 178 6.1042 ± 0.0740 0.22911 ± 0.00499 0.32740 ± 0.00358 18.597 ± 0.140 % 79.533 ± 0.189 %
415
+ 179 6.1391 ± 0.0743 0.22843 ± 0.00497 0.32683 ± 0.00357 18.567 ± 0.140 % 79.542 ± 0.189 %
416
+ 180 6.1628 ± 0.0745 0.22741 ± 0.00495 0.32612 ± 0.00355 18.534 ± 0.139 % 79.556 ± 0.188 %
417
+ 181 6.1843 ± 0.0746 0.22668 ± 0.00493 0.32549 ± 0.00353 18.505 ± 0.139 % 79.552 ± 0.188 %
418
+ 182 6.1937 ± 0.0745 0.22616 ± 0.00491 0.32458 ± 0.00352 18.469 ± 0.138 % 79.584 ± 0.187 %
419
+ 183 6.2231 ± 0.0748 0.22493 ± 0.00490 0.32453 ± 0.00351 18.440 ± 0.138 % 79.586 ± 0.187 %
420
+ 184 6.2573 ± 0.0751 0.22361 ± 0.00488 0.32394 ± 0.00349 18.408 ± 0.137 % 79.591 ± 0.186 %
421
+ 185 6.2891 ± 0.0754 0.22336 ± 0.00486 0.32343 ± 0.00348 18.373 ± 0.137 % 79.597 ± 0.186 %
422
+ 186 6.3092 ± 0.0755 0.22269 ± 0.00485 0.32336 ± 0.00346 18.351 ± 0.137 % 79.599 ± 0.185 %
423
+ 187 6.3207 ± 0.0755 0.22199 ± 0.00483 0.32268 ± 0.00345 18.322 ± 0.136 % 79.623 ± 0.184 %
424
+ 188 6.3234 ± 0.0753 0.22120 ± 0.00480 0.32221 ± 0.00345 18.298 ± 0.136 % 79.645 ± 0.184 %
425
+ 189 6.3121 ± 0.0750 0.22054 ± 0.00479 0.32125 ± 0.00343 18.268 ± 0.135 % 79.668 ± 0.183 %
426
+ 190 6.3086 ± 0.0748 0.22070 ± 0.00477 0.32097 ± 0.00342 18.250 ± 0.135 % 79.670 ± 0.183 %
427
+ 191 6.3017 ± 0.0744 0.22078 ± 0.00476 0.32072 ± 0.00341 18.238 ± 0.135 % 79.700 ± 0.182 %
428
+ 192 6.3294 ± 0.0746 0.22012 ± 0.00474 0.32013 ± 0.00340 18.210 ± 0.134 % 79.712 ± 0.182 %
429
+ 193 6.3504 ± 0.0747 0.21869 ± 0.00473 0.31969 ± 0.00338 18.189 ± 0.134 % 79.705 ± 0.181 %
430
+ 194 6.3706 ± 0.0748 0.21786 ± 0.00471 0.31894 ± 0.00337 18.154 ± 0.134 % 79.715 ± 0.181 %
431
+ 195 6.3691 ± 0.0746 0.21746 ± 0.00469 0.31839 ± 0.00337 18.137 ± 0.133 % 79.741 ± 0.180 %
432
+ 196 6.3818 ± 0.0746 0.21690 ± 0.00468 0.31806 ± 0.00336 18.108 ± 0.133 % 79.742 ± 0.180 %
433
+ 197 6.3661 ± 0.0741 0.21664 ± 0.00466 0.31743 ± 0.00335 18.090 ± 0.133 % 79.783 ± 0.179 %
434
+ 198 6.3992 ± 0.0745 0.21646 ± 0.00465 0.31730 ± 0.00334 18.057 ± 0.132 % 79.790 ± 0.179 %
435
+ 199 6.3712 ± 0.0740 0.21687 ± 0.00464 0.31762 ± 0.00334 18.111 ± 0.132 % 79.789 ± 0.178 %
436
+ 200 6.3557 ± 0.0735 0.21630 ± 0.00463 0.31698 ± 0.00332 18.099 ± 0.132 % 79.812 ± 0.178 %
437
+ 201 6.3418 ± 0.0731 0.21660 ± 0.00461 0.31661 ± 0.00331 18.100 ± 0.131 % 79.809 ± 0.177 %
438
+ 202 6.3245 ± 0.0727 0.21745 ± 0.00460 0.31699 ± 0.00330 18.144 ± 0.131 % 79.810 ± 0.177 %
439
+ 203 6.3114 ± 0.0723 0.21682 ± 0.00459 0.31640 ± 0.00329 18.122 ± 0.131 % 79.832 ± 0.176 %
440
+ 204 6.3007 ± 0.0720 0.21719 ± 0.00457 0.31643 ± 0.00328 18.118 ± 0.130 % 79.781 ± 0.176 %
441
+ 205 6.2947 ± 0.0717 0.21713 ± 0.00456 0.31660 ± 0.00326 18.122 ± 0.130 % 79.765 ± 0.176 %
442
+ 206 6.2914 ± 0.0714 0.21728 ± 0.00455 0.31618 ± 0.00325 18.103 ± 0.129 % 79.775 ± 0.175 %
443
+ 207 6.2743 ± 0.0710 0.21710 ± 0.00453 0.31576 ± 0.00324 18.079 ± 0.129 % 79.780 ± 0.175 %
444
+ 208 6.2453 ± 0.0704 0.21676 ± 0.00451 0.31515 ± 0.00322 18.075 ± 0.129 % 79.802 ± 0.174 %
445
+ 209 6.2338 ± 0.0701 0.21692 ± 0.00450 0.31539 ± 0.00321 18.101 ± 0.128 % 79.797 ± 0.174 %
446
+ 210 6.2267 ± 0.0698 0.21798 ± 0.00450 0.31579 ± 0.00320 18.133 ± 0.128 % 79.791 ± 0.174 %
447
+ 211 6.2094 ± 0.0694 0.21809 ± 0.00450 0.31677 ± 0.00325 18.156 ± 0.128 % 79.773 ± 0.173 %
448
+ 212 6.2073 ± 0.0692 0.21790 ± 0.00449 0.31642 ± 0.00324 18.140 ± 0.127 % 79.767 ± 0.173 %
449
+ 213 6.1912 ± 0.0688 0.21802 ± 0.00448 0.31611 ± 0.00323 18.134 ± 0.127 % 79.785 ± 0.172 %
450
+ 214 6.1676 ± 0.0683 0.21910 ± 0.00447 0.31633 ± 0.00322 18.172 ± 0.127 % 79.787 ± 0.172 %
451
+ 215 6.1448 ± 0.0678 0.21888 ± 0.00445 0.31605 ± 0.00321 18.167 ± 0.126 % 79.792 ± 0.171 %
452
+ 216 6.1324 ± 0.0675 0.21878 ± 0.00444 0.31584 ± 0.00319 18.150 ± 0.126 % 79.782 ± 0.171 %
453
+ 217 6.1116 ± 0.0670 0.21856 ± 0.00443 0.31544 ± 0.00318 18.143 ± 0.126 % 79.794 ± 0.171 %
454
+ 218 6.0953 ± 0.0666 0.21835 ± 0.00441 0.31516 ± 0.00317 18.132 ± 0.125 % 79.786 ± 0.170 %
455
+ 219 6.0854 ± 0.0663 0.21828 ± 0.00440 0.31473 ± 0.00316 18.115 ± 0.125 % 79.799 ± 0.170 %
456
+ 220 6.0737 ± 0.0660 0.21917 ± 0.00439 0.31523 ± 0.00315 18.141 ± 0.124 % 79.779 ± 0.170 %
457
+ 221 6.0666 ± 0.0657 0.21889 ± 0.00438 0.31488 ± 0.00314 18.137 ± 0.124 % 79.768 ± 0.169 %
458
+ 222 6.0494 ± 0.0654 0.21912 ± 0.00437 0.31466 ± 0.00313 18.147 ± 0.124 % 79.779 ± 0.169 %
459
+ 223 6.0390 ± 0.0651 0.21886 ± 0.00436 0.31502 ± 0.00312 18.155 ± 0.124 % 79.784 ± 0.168 %
460
+ 224 6.0355 ± 0.0649 0.21865 ± 0.00435 0.31434 ± 0.00311 18.133 ± 0.123 % 79.811 ± 0.168 %
461
+ 225 6.0283 ± 0.0647 0.21839 ± 0.00433 0.31379 ± 0.00310 18.107 ± 0.123 % 79.829 ± 0.168 %
462
+ 226 6.0293 ± 0.0645 0.21795 ± 0.00431 0.31290 ± 0.00309 18.075 ± 0.123 % 79.863 ± 0.167 %
463
+ 227 6.0375 ± 0.0645 0.21731 ± 0.00430 0.31217 ± 0.00307 18.046 ± 0.122 % 79.883 ± 0.167 %
464
+ 228 6.0424 ± 0.0644 0.21687 ± 0.00429 0.31155 ± 0.00306 18.022 ± 0.122 % 79.914 ± 0.166 %
465
+ 229 6.0289 ± 0.0641 0.21858 ± 0.00429 0.31285 ± 0.00306 18.107 ± 0.122 % 79.880 ± 0.166 %
466
+ 230 6.0303 ± 0.0640 0.21885 ± 0.00428 0.31344 ± 0.00305 18.137 ± 0.122 % 79.858 ± 0.166 %
467
+ 231 6.0266 ± 0.0638 0.21882 ± 0.00428 0.31375 ± 0.00304 18.141 ± 0.121 % 79.856 ± 0.165 %
468
+ 232 6.0394 ± 0.0639 0.21838 ± 0.00427 0.31384 ± 0.00303 18.129 ± 0.121 % 79.844 ± 0.165 %
469
+ 233 6.0610 ± 0.0641 0.21863 ± 0.00426 0.31359 ± 0.00302 18.105 ± 0.121 % 79.849 ± 0.165 %
470
+ 234 6.0730 ± 0.0641 0.21837 ± 0.00424 0.31305 ± 0.00301 18.080 ± 0.120 % 79.858 ± 0.164 %
471
+ 235 6.0834 ± 0.0641 0.21791 ± 0.00424 0.31297 ± 0.00302 18.063 ± 0.120 % 79.856 ± 0.164 %
472
+ 236 6.1007 ± 0.0642 0.21750 ± 0.00422 0.31279 ± 0.00301 18.044 ± 0.120 % 79.847 ± 0.164 %
473
+ 237 6.1129 ± 0.0642 0.21657 ± 0.00421 0.31219 ± 0.00300 18.015 ± 0.120 % 79.853 ± 0.163 %
474
+ 238 6.1217 ± 0.0642 0.21592 ± 0.00420 0.31168 ± 0.00299 17.991 ± 0.119 % 79.870 ± 0.163 %
475
+ 239 6.1443 ± 0.0644 0.21593 ± 0.00419 0.31143 ± 0.00298 17.966 ± 0.119 % 79.874 ± 0.162 %
476
+ 240 6.1703 ± 0.0646 0.21460 ± 0.00418 0.31093 ± 0.00297 17.936 ± 0.119 % 79.877 ± 0.162 %
477
+ 241 6.1876 ± 0.0647 0.21415 ± 0.00417 0.31032 ± 0.00296 17.908 ± 0.119 % 79.904 ± 0.162 %
478
+ 242 6.1892 ± 0.0646 0.21398 ± 0.00416 0.31006 ± 0.00295 17.901 ± 0.118 % 79.912 ± 0.161 %
479
+ 243 6.1975 ± 0.0646 0.21348 ± 0.00415 0.30981 ± 0.00294 17.878 ± 0.118 % 79.947 ± 0.161 %
480
+ 244 6.1932 ± 0.0644 0.21366 ± 0.00414 0.30977 ± 0.00293 17.879 ± 0.118 % 79.961 ± 0.160 %
481
+ 245 6.1728 ± 0.0641 0.21411 ± 0.00413 0.30978 ± 0.00293 17.899 ± 0.118 % 79.974 ± 0.160 %
482
+ 246 6.1629 ± 0.0638 0.21453 ± 0.00413 0.31051 ± 0.00293 17.939 ± 0.117 % 79.979 ± 0.160 %
483
+ 247 6.1506 ± 0.0635 0.21422 ± 0.00412 0.31080 ± 0.00294 17.942 ± 0.117 % 79.981 ± 0.159 %
484
+ 248 6.1470 ± 0.0634 0.21399 ± 0.00411 0.31056 ± 0.00294 17.935 ± 0.117 % 79.973 ± 0.159 %
485
+ 249 6.1454 ± 0.0632 0.21337 ± 0.00410 0.31026 ± 0.00293 17.917 ± 0.117 % 79.983 ± 0.159 %
486
+ 250 6.1521 ± 0.0632 0.21317 ± 0.00409 0.31008 ± 0.00292 17.900 ± 0.116 % 79.986 ± 0.158 %
487
+ 251 6.1494 ± 0.0630 0.21285 ± 0.00408 0.30977 ± 0.00292 17.881 ± 0.116 % 79.981 ± 0.158 %
488
+ 252 6.1464 ± 0.0628 0.21241 ± 0.00407 0.30953 ± 0.00291 17.870 ± 0.116 % 79.984 ± 0.158 %
489
+ 253 6.1435 ± 0.0626 0.21224 ± 0.00407 0.30930 ± 0.00290 17.866 ± 0.115 % 79.988 ± 0.158 %
490
+ 254 6.1539 ± 0.0626 0.21260 ± 0.00407 0.30950 ± 0.00289 17.852 ± 0.115 % 79.972 ± 0.157 %
491
+ 255 6.1490 ± 0.0625 0.21228 ± 0.00406 0.30932 ± 0.00288 17.843 ± 0.115 % 79.982 ± 0.157 %
492
+ 256 6.1424 ± 0.0623 0.21216 ± 0.00405 0.30908 ± 0.00288 17.835 ± 0.115 % 79.985 ± 0.157 %
493
+ 257 6.1379 ± 0.0621 0.21203 ± 0.00404 0.30891 ± 0.00287 17.822 ± 0.114 % 79.988 ± 0.156 %
494
+ 258 6.1371 ± 0.0620 0.21243 ± 0.00405 0.30964 ± 0.00288 17.818 ± 0.114 % 79.983 ± 0.156 %
495
+ 259 6.1315 ± 0.0618 0.21207 ± 0.00404 0.30983 ± 0.00288 17.827 ± 0.114 % 79.979 ± 0.156 %
496
+ 260 6.1348 ± 0.0618 0.21228 ± 0.00403 0.30984 ± 0.00287 17.825 ± 0.114 % 79.965 ± 0.155 %
497
+ 261 6.1246 ± 0.0615 0.21168 ± 0.00402 0.31021 ± 0.00289 17.825 ± 0.114 % 79.973 ± 0.155 %
498
+ 262 6.1254 ± 0.0614 0.21134 ± 0.00401 0.30985 ± 0.00288 17.816 ± 0.113 % 79.982 ± 0.155 %
499
+ 263 6.1226 ± 0.0612 0.21161 ± 0.00401 0.31009 ± 0.00287 17.828 ± 0.113 % 79.979 ± 0.155 %
500
+ 264 6.1223 ± 0.0611 0.21159 ± 0.00401 0.31021 ± 0.00287 17.821 ± 0.113 % 79.991 ± 0.154 %
501
+ 265 6.1196 ± 0.0609 0.21184 ± 0.00400 0.31083 ± 0.00287 17.832 ± 0.113 % 79.985 ± 0.154 %
502
+ 266 6.1161 ± 0.0608 0.21171 ± 0.00401 0.31144 ± 0.00288 17.827 ± 0.112 % 79.991 ± 0.154 %
503
+ 267 6.1187 ± 0.0608 0.21156 ± 0.00401 0.31264 ± 0.00288 17.837 ± 0.112 % 79.990 ± 0.153 %
504
+ 268 6.0954 ± 0.0604 0.21117 ± 0.00400 0.31205 ± 0.00287 17.824 ± 0.112 % 80.038 ± 0.153 %
505
+ 269 6.0878 ± 0.0602 0.21247 ± 0.00400 0.31306 ± 0.00287 17.907 ± 0.112 % 80.012 ± 0.153 %
506
+ 270 6.0860 ± 0.0600 0.21214 ± 0.00399 0.31274 ± 0.00286 17.891 ± 0.112 % 80.016 ± 0.152 %
507
+ 271 6.0815 ± 0.0599 0.21185 ± 0.00398 0.31231 ± 0.00285 17.880 ± 0.112 % 80.036 ± 0.152 %
508
+ 272 6.0753 ± 0.0597 0.21235 ± 0.00397 0.31233 ± 0.00284 17.893 ± 0.111 % 80.042 ± 0.152 %
509
+ 273 6.0824 ± 0.0597 0.21202 ± 0.00396 0.31253 ± 0.00284 17.897 ± 0.111 % 80.030 ± 0.152 %
510
+ 274 6.0937 ± 0.0597 0.21152 ± 0.00395 0.31223 ± 0.00283 17.878 ± 0.111 % 80.027 ± 0.151 %
511
+ 275 6.1044 ± 0.0597 0.21098 ± 0.00394 0.31209 ± 0.00282 17.861 ± 0.111 % 80.016 ± 0.151 %
512
+ 276 6.1197 ± 0.0599 0.21042 ± 0.00394 0.31190 ± 0.00281 17.844 ± 0.111 % 80.017 ± 0.151 %
513
+ 277 6.1335 ± 0.0599 0.20998 ± 0.00393 0.31189 ± 0.00281 17.830 ± 0.110 % 80.044 ± 0.150 %
514
+ 278 6.1423 ± 0.0599 0.20970 ± 0.00392 0.31146 ± 0.00280 17.809 ± 0.110 % 80.052 ± 0.150 %
515
+ 279 6.1534 ± 0.0600 0.20919 ± 0.00391 0.31138 ± 0.00279 17.798 ± 0.110 % 80.059 ± 0.150 %
516
+ 280 6.1594 ± 0.0599 0.20903 ± 0.00390 0.31121 ± 0.00279 17.785 ± 0.110 % 80.073 ± 0.149 %
517
+ 281 6.1789 ± 0.0601 0.20866 ± 0.00389 0.31093 ± 0.00278 17.769 ± 0.109 % 80.091 ± 0.149 %
518
+ 282 6.1744 ± 0.0599 0.20823 ± 0.00389 0.31091 ± 0.00278 17.762 ± 0.109 % 80.107 ± 0.149 %
519
+ 283 6.1794 ± 0.0599 0.20758 ± 0.00388 0.31053 ± 0.00277 17.740 ± 0.109 % 80.101 ± 0.149 %
520
+ 284 6.1850 ± 0.0598 0.20724 ± 0.00388 0.31036 ± 0.00276 17.728 ± 0.109 % 80.093 ± 0.148 %
521
+ 285 6.1842 ± 0.0597 0.20694 ± 0.00387 0.30990 ± 0.00275 17.707 ± 0.109 % 80.103 ± 0.148 %
522
+ 286 6.1796 ± 0.0595 0.20717 ± 0.00386 0.31000 ± 0.00275 17.704 ± 0.108 % 80.099 ± 0.148 %
523
+ 287 6.1756 ± 0.0594 0.20680 ± 0.00385 0.30975 ± 0.00274 17.699 ± 0.108 % 80.111 ± 0.148 %
524
+ 288 6.1878 ± 0.0594 0.20645 ± 0.00384 0.30953 ± 0.00274 17.689 ± 0.108 % 80.114 ± 0.147 %
525
+ 289 6.1991 ± 0.0594 0.20597 ± 0.00383 0.30934 ± 0.00274 17.672 ± 0.108 % 80.114 ± 0.147 %
526
+ 290 6.1994 ± 0.0593 0.20553 ± 0.00382 0.30896 ± 0.00273 17.657 ± 0.108 % 80.122 ± 0.147 %
527
+ 291 6.2044 ± 0.0593 0.20508 ± 0.00382 0.30907 ± 0.00273 17.646 ± 0.107 % 80.117 ± 0.147 %
528
+ 292 6.2079 ± 0.0592 0.20490 ± 0.00381 0.30861 ± 0.00272 17.626 ± 0.107 % 80.132 ± 0.146 %
529
+ 293 6.2092 ± 0.0591 0.20422 ± 0.00380 0.30806 ± 0.00272 17.604 ± 0.107 % 80.157 ± 0.146 %
530
+ 294 6.2117 ± 0.0590 0.20356 ± 0.00379 0.30735 ± 0.00271 17.581 ± 0.107 % 80.167 ± 0.146 %
531
+ 295 6.2182 ± 0.0590 0.20332 ± 0.00378 0.30686 ± 0.00270 17.564 ± 0.107 % 80.169 ± 0.145 %
532
+ 296 6.2216 ± 0.0589 0.20305 ± 0.00377 0.30637 ± 0.00269 17.545 ± 0.106 % 80.191 ± 0.145 %
533
+ 297 6.2291 ± 0.0589 0.20285 ± 0.00376 0.30615 ± 0.00268 17.534 ± 0.106 % 80.180 ± 0.145 %
534
+ 298 6.2287 ± 0.0588 0.20281 ± 0.00375 0.30593 ± 0.00268 17.523 ± 0.106 % 80.180 ± 0.145 %
535
+ 299 6.2294 ± 0.0587 0.20237 ± 0.00374 0.30544 ± 0.00267 17.501 ± 0.106 % 80.186 ± 0.144 %
536
+ 300 6.2424 ± 0.0587 0.20234 ± 0.00374 0.30552 ± 0.00266 17.485 ± 0.106 % 80.175 ± 0.144 %
537
+ 301 6.2489 ± 0.0587 0.20194 ± 0.00373 0.30507 ± 0.00265 17.464 ± 0.105 % 80.190 ± 0.144 %
538
+ 302 6.2442 ± 0.0585 0.20144 ± 0.00372 0.30520 ± 0.00265 17.466 ± 0.105 % 80.190 ± 0.144 %
539
+ 303 6.2449 ± 0.0585 0.20197 ± 0.00372 0.30549 ± 0.00265 17.494 ± 0.105 % 80.190 ± 0.143 %
540
+ 304 6.2329 ± 0.0582 0.20281 ± 0.00372 0.30655 ± 0.00266 17.532 ± 0.105 % 80.183 ± 0.143 %
541
+ 305 6.2334 ± 0.0581 0.20268 ± 0.00372 0.30645 ± 0.00265 17.529 ± 0.105 % 80.177 ± 0.143 %
542
+ 306 6.2380 ± 0.0581 0.20338 ± 0.00371 0.30661 ± 0.00264 17.549 ± 0.105 % 80.169 ± 0.143 %
543
+ 307 6.2498 ± 0.0581 0.20338 ± 0.00371 0.30639 ± 0.00264 17.533 ± 0.104 % 80.164 ± 0.143 %
544
+ 308 6.2633 ± 0.0582 0.20307 ± 0.00370 0.30596 ± 0.00263 17.514 ± 0.104 % 80.160 ± 0.142 %
545
+ 309 6.2639 ± 0.0581 0.20297 ± 0.00369 0.30571 ± 0.00262 17.506 ± 0.104 % 80.161 ± 0.142 %
546
+ 310 6.2763 ± 0.0581 0.20283 ± 0.00368 0.30542 ± 0.00261 17.486 ± 0.104 % 80.159 ± 0.142 %
547
+ 311 6.2717 ± 0.0580 0.20259 ± 0.00367 0.30486 ± 0.00261 17.468 ± 0.104 % 80.173 ± 0.142 %
548
+ 312 6.2730 ± 0.0579 0.20224 ± 0.00366 0.30446 ± 0.00260 17.449 ± 0.103 % 80.187 ± 0.141 %
549
+ 313 6.2667 ± 0.0577 0.20207 ± 0.00365 0.30401 ± 0.00260 17.432 ± 0.103 % 80.203 ± 0.141 %
550
+ 314 6.2605 ± 0.0576 0.20153 ± 0.00365 0.30367 ± 0.00260 17.416 ± 0.103 % 80.227 ± 0.141 %
551
+ 315 6.2626 ± 0.0575 0.20134 ± 0.00364 0.30321 ± 0.00259 17.398 ± 0.103 % 80.237 ± 0.141 %
552
+ 316 6.2551 ± 0.0573 0.20139 ± 0.00363 0.30282 ± 0.00258 17.387 ± 0.103 % 80.248 ± 0.140 %
553
+ 317 6.2530 ± 0.0572 0.20102 ± 0.00362 0.30226 ± 0.00257 17.367 ± 0.103 % 80.271 ± 0.140 %
554
+ 318 6.2597 ± 0.0571 0.20097 ± 0.00361 0.30206 ± 0.00257 17.352 ± 0.102 % 80.273 ± 0.140 %
555
+ 319 6.2548 ± 0.0570 0.20060 ± 0.00360 0.30153 ± 0.00256 17.334 ± 0.102 % 80.297 ± 0.139 %
556
+ 320 6.2715 ± 0.0571 0.20043 ± 0.00359 0.30109 ± 0.00255 17.312 ± 0.102 % 80.294 ± 0.139 %
557
+ 321 6.2702 ± 0.0570 0.20031 ± 0.00359 0.30097 ± 0.00255 17.302 ± 0.102 % 80.299 ± 0.139 %
558
+ 322 6.2683 ± 0.0569 0.20033 ± 0.00358 0.30068 ± 0.00254 17.283 ± 0.102 % 80.322 ± 0.139 %
559
+ 323 6.2624 ± 0.0567 0.19989 ± 0.00358 0.30082 ± 0.00254 17.282 ± 0.101 % 80.323 ± 0.139 %
560
+ 324 6.2595 ± 0.0566 0.19951 ± 0.00357 0.30050 ± 0.00254 17.272 ± 0.101 % 80.343 ± 0.138 %
561
+ 325 6.2636 ± 0.0566 0.19950 ± 0.00357 0.30059 ± 0.00253 17.267 ± 0.101 % 80.343 ± 0.138 %
562
+ 326 6.2718 ± 0.0566 0.19921 ± 0.00356 0.30038 ± 0.00253 17.250 ± 0.101 % 80.344 ± 0.138 %
563
+ 327 6.2804 ± 0.0566 0.19903 ± 0.00355 0.30052 ± 0.00253 17.242 ± 0.101 % 80.339 ± 0.138 %
564
+ 328 6.2803 ± 0.0565 0.19897 ± 0.00355 0.30024 ± 0.00253 17.231 ± 0.101 % 80.347 ± 0.137 %
565
+ 329 6.2795 ± 0.0564 0.19885 ± 0.00354 0.30004 ± 0.00252 17.221 ± 0.100 % 80.360 ± 0.137 %
566
+ 330 6.2748 ± 0.0563 0.19896 ± 0.00354 0.29999 ± 0.00252 17.229 ± 0.100 % 80.371 ± 0.137 %
567
+ 331 6.2714 ± 0.0562 0.19886 ± 0.00353 0.29981 ± 0.00251 17.219 ± 0.100 % 80.383 ± 0.137 %
568
+ 332 6.2671 ± 0.0560 0.19895 ± 0.00352 0.29939 ± 0.00251 17.208 ± 0.100 % 80.393 ± 0.136 %
569
+ 333 6.2698 ± 0.0559 0.19875 ± 0.00352 0.29946 ± 0.00251 17.192 ± 0.100 % 80.389 ± 0.136 %
570
+ 334 6.2677 ± 0.0558 0.19829 ± 0.00351 0.29941 ± 0.00251 17.194 ± 0.100 % 80.397 ± 0.136 %
571
+ 335 6.2637 ± 0.0557 0.19762 ± 0.00351 0.29944 ± 0.00251 17.185 ± 0.100 % 80.407 ± 0.136 %
572
+ 336 6.2770 ± 0.0558 0.19693 ± 0.00350 0.29921 ± 0.00250 17.170 ± 0.100 % 80.419 ± 0.136 %
573
+ 337 6.2850 ± 0.0558 0.19647 ± 0.00350 0.29923 ± 0.00250 17.156 ± 0.099 % 80.422 ± 0.135 %
574
+ 338 6.2918 ± 0.0558 0.19610 ± 0.00349 0.29935 ± 0.00250 17.155 ± 0.099 % 80.430 ± 0.135 %
575
+ 339 6.2810 ± 0.0556 0.19591 ± 0.00349 0.30009 ± 0.00251 17.184 ± 0.099 % 80.435 ± 0.135 %
576
+ 340 6.2750 ± 0.0554 0.19691 ± 0.00349 0.30127 ± 0.00251 17.248 ± 0.099 % 80.390 ± 0.135 %
577
+ 341 6.2663 ± 0.0552 0.19786 ± 0.00349 0.30216 ± 0.00251 17.317 ± 0.099 % 80.361 ± 0.135 %
578
+ 342 6.2667 ± 0.0551 0.19939 ± 0.00349 0.30294 ± 0.00251 17.354 ± 0.099 % 80.327 ± 0.135 %
579
+ 343 6.2602 ± 0.0550 0.20101 ± 0.00350 0.30398 ± 0.00251 17.405 ± 0.099 % 80.311 ± 0.134 %
580
+ 344 6.2525 ± 0.0548 0.20183 ± 0.00350 0.30455 ± 0.00251 17.432 ± 0.099 % 80.295 ± 0.134 %
581
+ 345 6.2595 ± 0.0548 0.20198 ± 0.00349 0.30468 ± 0.00250 17.427 ± 0.099 % 80.282 ± 0.134 %
582
+ 346 6.2790 ± 0.0549 0.20185 ± 0.00349 0.30499 ± 0.00250 17.416 ± 0.098 % 80.271 ± 0.134 %
583
+ 347 6.3047 ± 0.0552 0.20156 ± 0.00349 0.30555 ± 0.00250 17.407 ± 0.098 % 80.236 ± 0.134 %
584
+ 348 6.3289 ± 0.0554 0.20128 ± 0.00348 0.30571 ± 0.00249 17.391 ± 0.098 % 80.216 ± 0.134 %
585
+ 349 6.3382 ± 0.0554 0.20084 ± 0.00348 0.30577 ± 0.00249 17.388 ± 0.098 % 80.207 ± 0.134 %
586
+ 350 6.3540 ± 0.0555 0.20028 ± 0.00347 0.30572 ± 0.00249 17.374 ± 0.098 % 80.184 ± 0.133 %
587
+ 351 6.3746 ± 0.0556 0.19977 ± 0.00347 0.30554 ± 0.00248 17.357 ± 0.098 % 80.173 ± 0.133 %
588
+ 352 6.3879 ± 0.0557 0.19964 ± 0.00346 0.30544 ± 0.00248 17.342 ± 0.097 % 80.180 ± 0.133 %
589
+ 353 6.4036 ± 0.0558 0.19968 ± 0.00346 0.30590 ± 0.00248 17.341 ± 0.097 % 80.167 ± 0.133 %
590
+ 354 6.4065 ± 0.0558 0.19915 ± 0.00345 0.30570 ± 0.00247 17.335 ± 0.097 % 80.172 ± 0.133 %
591
+ 355 6.4156 ± 0.0558 0.19873 ± 0.00345 0.30547 ± 0.00246 17.326 ± 0.097 % 80.165 ± 0.133 %
592
+ 356 6.4301 ± 0.0559 0.19873 ± 0.00345 0.30564 ± 0.00247 17.314 ± 0.097 % 80.160 ± 0.132 %
593
+ 357 6.4303 ± 0.0558 0.19879 ± 0.00344 0.30558 ± 0.00247 17.314 ± 0.097 % 80.161 ± 0.132 %
594
+ 358 6.4389 ± 0.0558 0.19828 ± 0.00344 0.30544 ± 0.00246 17.301 ± 0.097 % 80.162 ± 0.132 %
595
+ 359 6.4533 ± 0.0558 0.19789 ± 0.00343 0.30547 ± 0.00246 17.290 ± 0.097 % 80.145 ± 0.132 %
596
+ 360 6.4617 ± 0.0559 0.19765 ± 0.00343 0.30516 ± 0.00245 17.274 ± 0.096 % 80.151 ± 0.132 %
597
+ 361 6.4730 ± 0.0559 0.19748 ± 0.00342 0.30517 ± 0.00246 17.259 ± 0.096 % 80.153 ± 0.131 %
598
+ 362 6.4814 ± 0.0559 0.19717 ± 0.00341 0.30508 ± 0.00245 17.250 ± 0.096 % 80.166 ± 0.131 %
599
+ 363 6.4921 ± 0.0559 0.19682 ± 0.00340 0.30460 ± 0.00245 17.233 ± 0.096 % 80.170 ± 0.131 %
600
+ 364 6.5039 ± 0.0560 0.19666 ± 0.00340 0.30440 ± 0.00244 17.224 ± 0.096 % 80.163 ± 0.131 %
601
+ 365 6.5203 ± 0.0561 0.19641 ± 0.00339 0.30410 ± 0.00244 17.205 ± 0.096 % 80.157 ± 0.131 %
602
+ 366 6.5269 ± 0.0561 0.19613 ± 0.00338 0.30390 ± 0.00243 17.190 ± 0.096 % 80.159 ± 0.131 %
603
+ 367 6.5321 ± 0.0560 0.19565 ± 0.00338 0.30399 ± 0.00243 17.178 ± 0.095 % 80.156 ± 0.130 %
604
+ 368 6.5350 ± 0.0560 0.19526 ± 0.00337 0.30374 ± 0.00243 17.167 ± 0.095 % 80.166 ± 0.130 %
605
+ 369 6.5400 ± 0.0560 0.19515 ± 0.00337 0.30358 ± 0.00242 17.160 ± 0.095 % 80.166 ± 0.130 %
606
+ 370 6.5606 ± 0.0561 0.19493 ± 0.00336 0.30334 ± 0.00241 17.142 ± 0.095 % 80.173 ± 0.130 %
607
+ 371 6.5763 ± 0.0562 0.19464 ± 0.00336 0.30290 ± 0.00241 17.123 ± 0.095 % 80.182 ± 0.130 %
608
+ 372 6.5773 ± 0.0562 0.19402 ± 0.00335 0.30274 ± 0.00240 17.109 ± 0.095 % 80.190 ± 0.129 %
609
+ 373 6.5735 ± 0.0561 0.19394 ± 0.00335 0.30278 ± 0.00240 17.106 ± 0.094 % 80.195 ± 0.129 %
610
+ 374 6.5718 ± 0.0560 0.19381 ± 0.00334 0.30286 ± 0.00240 17.101 ± 0.094 % 80.180 ± 0.129 %
611
+ 375 6.5715 ± 0.0559 0.19332 ± 0.00334 0.30258 ± 0.00240 17.091 ± 0.094 % 80.192 ± 0.129 %
612
+ 376 6.5798 ± 0.0559 0.19325 ± 0.00333 0.30234 ± 0.00239 17.080 ± 0.094 % 80.203 ± 0.129 %
613
+ 377 6.5823 ± 0.0558 0.19290 ± 0.00332 0.30203 ± 0.00239 17.072 ± 0.094 % 80.211 ± 0.128 %
614
+ 378 6.5920 ± 0.0559 0.19264 ± 0.00332 0.30219 ± 0.00239 17.062 ± 0.094 % 80.202 ± 0.128 %
615
+ 379 6.5943 ± 0.0558 0.19257 ± 0.00331 0.30184 ± 0.00238 17.052 ± 0.094 % 80.212 ± 0.128 %
616
+ 380 6.5989 ± 0.0558 0.19245 ± 0.00331 0.30157 ± 0.00237 17.042 ± 0.093 % 80.211 ± 0.128 %
617
+ 381 6.6089 ± 0.0558 0.19229 ± 0.00330 0.30132 ± 0.00237 17.032 ± 0.093 % 80.203 ± 0.128 %
618
+ 382 6.6101 ± 0.0558 0.19219 ± 0.00329 0.30109 ± 0.00236 17.025 ± 0.093 % 80.211 ± 0.128 %
619
+ 383 6.5901 ± 0.0555 0.19261 ± 0.00329 0.30211 ± 0.00239 17.064 ± 0.093 % 80.218 ± 0.127 %
620
+ 384 6.5781 ± 0.0553 0.19298 ± 0.00329 0.30251 ± 0.00239 17.107 ± 0.093 % 80.205 ± 0.127 %
621
+ 385 6.5665 ± 0.0551 0.19373 ± 0.00329 0.30284 ± 0.00238 17.138 ± 0.093 % 80.207 ± 0.127 %
622
+ 386 6.5682 ± 0.0550 0.19403 ± 0.00329 0.30290 ± 0.00238 17.139 ± 0.093 % 80.205 ± 0.127 %
623
+ 387 6.5674 ± 0.0550 0.19414 ± 0.00329 0.30356 ± 0.00238 17.151 ± 0.093 % 80.198 ± 0.127 %
624
+ 388 6.5622 ± 0.0548 0.19442 ± 0.00328 0.30394 ± 0.00238 17.169 ± 0.093 % 80.187 ± 0.127 %
625
+ 389 6.5589 ± 0.0547 0.19484 ± 0.00328 0.30431 ± 0.00238 17.173 ± 0.093 % 80.177 ± 0.127 %
626
+ 390 6.5613 ± 0.0547 0.19600 ± 0.00328 0.30532 ± 0.00238 17.206 ± 0.093 % 80.158 ± 0.126 %
627
+ 391 6.5509 ± 0.0545 0.19715 ± 0.00329 0.30621 ± 0.00238 17.268 ± 0.093 % 80.141 ± 0.126 %
628
+ 392 6.5424 ± 0.0543 0.19824 ± 0.00328 0.30714 ± 0.00238 17.339 ± 0.093 % 80.116 ± 0.126 %
629
+ 393 6.5354 ± 0.0542 0.19862 ± 0.00328 0.30763 ± 0.00238 17.356 ± 0.093 % 80.116 ± 0.126 %
630
+ 394 6.5266 ± 0.0540 0.19944 ± 0.00328 0.30811 ± 0.00238 17.389 ± 0.092 % 80.106 ± 0.126 %
631
+ 395 6.5194 ± 0.0539 0.20072 ± 0.00329 0.30900 ± 0.00238 17.439 ± 0.092 % 80.091 ± 0.126 %
632
+ 396 6.5187 ± 0.0538 0.20164 ± 0.00329 0.30971 ± 0.00238 17.460 ± 0.092 % 80.069 ± 0.126 %
633
+ 397 6.5138 ± 0.0537 0.20329 ± 0.00329 0.31109 ± 0.00238 17.524 ± 0.092 % 80.040 ± 0.126 %
634
+ 398 6.5021 ± 0.0535 0.20409 ± 0.00329 0.31183 ± 0.00238 17.573 ± 0.092 % 80.036 ± 0.125 %
635
+ 399 6.4909 ± 0.0533 0.20494 ± 0.00329 0.31256 ± 0.00238 17.619 ± 0.092 % 80.023 ± 0.125 %
636
+ 400 6.4816 ± 0.0532 0.20547 ± 0.00329 0.31303 ± 0.00238 17.664 ± 0.092 % 80.014 ± 0.125 %
637
+ 401 6.4752 ± 0.0530 0.20654 ± 0.00329 0.31400 ± 0.00238 17.722 ± 0.092 % 79.997 ± 0.125 %
638
+ 402 6.4661 ± 0.0529 0.20701 ± 0.00329 0.31451 ± 0.00238 17.763 ± 0.092 % 79.988 ± 0.125 %
639
+ 403 6.4549 ± 0.0527 0.20819 ± 0.00329 0.31544 ± 0.00239 17.831 ± 0.092 % 79.971 ± 0.125 %
640
+ 404 6.4475 ± 0.0526 0.20845 ± 0.00329 0.31558 ± 0.00238 17.839 ± 0.092 % 79.976 ± 0.125 %
641
+ 405 6.4405 ± 0.0524 0.20932 ± 0.00329 0.31598 ± 0.00238 17.869 ± 0.092 % 79.970 ± 0.125 %
642
+ 406 6.4386 ± 0.0523 0.20981 ± 0.00328 0.31669 ± 0.00238 17.896 ± 0.092 % 79.943 ± 0.124 %
643
+ 407 6.4423 ± 0.0523 0.21063 ± 0.00329 0.31736 ± 0.00237 17.927 ± 0.092 % 79.922 ± 0.124 %
644
+ 408 6.4326 ± 0.0522 0.21091 ± 0.00328 0.31751 ± 0.00237 17.939 ± 0.092 % 79.929 ± 0.124 %
645
+ 409 6.4219 ± 0.0520 0.21151 ± 0.00328 0.31795 ± 0.00237 17.972 ± 0.092 % 79.925 ± 0.124 %
646
+ 410 6.4246 ± 0.0520 0.21136 ± 0.00328 0.31810 ± 0.00237 17.966 ± 0.092 % 79.922 ± 0.124 %
647
+ 411 6.4149 ± 0.0518 0.21168 ± 0.00328 0.31902 ± 0.00238 18.004 ± 0.092 % 79.912 ± 0.124 %
648
+ 412 6.4091 ± 0.0517 0.21226 ± 0.00328 0.31962 ± 0.00238 18.030 ± 0.091 % 79.894 ± 0.124 %
649
+ 413 6.4097 ± 0.0517 0.21251 ± 0.00328 0.31970 ± 0.00237 18.032 ± 0.091 % 79.890 ± 0.124 %
650
+ 414 6.4033 ± 0.0515 0.21307 ± 0.00328 0.32039 ± 0.00237 18.066 ± 0.091 % 79.879 ± 0.123 %
651
+ 415 6.4042 ± 0.0515 0.21382 ± 0.00328 0.32118 ± 0.00237 18.087 ± 0.091 % 79.865 ± 0.123 %
652
+ 416 6.3971 ± 0.0513 0.21429 ± 0.00328 0.32134 ± 0.00237 18.104 ± 0.091 % 79.858 ± 0.123 %
653
+ 417 6.3914 ± 0.0512 0.21473 ± 0.00328 0.32190 ± 0.00238 18.131 ± 0.091 % 79.855 ± 0.123 %
654
+ 418 6.3813 ± 0.0511 0.21494 ± 0.00327 0.32184 ± 0.00237 18.141 ± 0.091 % 79.861 ± 0.123 %
655
+ 419 6.3784 ± 0.0510 0.21545 ± 0.00327 0.32218 ± 0.00237 18.159 ± 0.091 % 79.847 ± 0.123 %
656
+ 420 6.3713 ± 0.0508 0.21601 ± 0.00327 0.32255 ± 0.00237 18.195 ± 0.091 % 79.832 ± 0.123 %
657
+ 421 6.3678 ± 0.0507 0.21676 ± 0.00327 0.32269 ± 0.00236 18.208 ± 0.091 % 79.832 ± 0.122 %
658
+ 422 6.3631 ± 0.0506 0.21664 ± 0.00326 0.32276 ± 0.00236 18.206 ± 0.090 % 79.826 ± 0.122 %
659
+ 423 6.3608 ± 0.0505 0.21740 ± 0.00326 0.32320 ± 0.00236 18.229 ± 0.090 % 79.813 ± 0.122 %
660
+ 424 6.3499 ± 0.0504 0.21760 ± 0.00326 0.32339 ± 0.00236 18.245 ± 0.090 % 79.815 ± 0.122 %
661
+ 425 6.3396 ± 0.0502 0.21807 ± 0.00326 0.32351 ± 0.00235 18.259 ± 0.090 % 79.815 ± 0.122 %
662
+ 426 6.3297 ± 0.0501 0.21807 ± 0.00326 0.32371 ± 0.00235 18.266 ± 0.090 % 79.822 ± 0.122 %
663
+ 427 6.3208 ± 0.0499 0.21860 ± 0.00325 0.32394 ± 0.00235 18.289 ± 0.090 % 79.814 ± 0.122 %
664
+ 428 6.3075 ± 0.0497 0.21903 ± 0.00325 0.32439 ± 0.00234 18.325 ± 0.090 % 79.811 ± 0.122 %
665
+ 429 6.2943 ± 0.0495 0.21927 ± 0.00324 0.32442 ± 0.00234 18.334 ± 0.090 % 79.823 ± 0.121 %
666
+ 430 6.2814 ± 0.0494 0.21935 ± 0.00324 0.32431 ± 0.00234 18.347 ± 0.090 % 79.829 ± 0.121 %
667
+ 431 6.2707 ± 0.0492 0.21969 ± 0.00324 0.32452 ± 0.00233 18.364 ± 0.090 % 79.830 ± 0.121 %
668
+ 432 6.2689 ± 0.0491 0.22033 ± 0.00324 0.32514 ± 0.00233 18.394 ± 0.089 % 79.805 ± 0.121 %
669
+ 433 6.2746 ± 0.0491 0.22023 ± 0.00323 0.32483 ± 0.00233 18.381 ± 0.089 % 79.812 ± 0.121 %
670
+ 434 6.2833 ± 0.0491 0.21984 ± 0.00323 0.32482 ± 0.00233 18.372 ± 0.089 % 79.811 ± 0.121 %
671
+ 435 6.2949 ± 0.0492 0.21965 ± 0.00322 0.32460 ± 0.00232 18.365 ± 0.089 % 79.806 ± 0.121 %
672
+ 436 6.2945 ± 0.0491 0.21952 ± 0.00322 0.32497 ± 0.00232 18.370 ± 0.089 % 79.796 ± 0.120 %
673
+ 437 6.2960 ± 0.0491 0.21917 ± 0.00322 0.32487 ± 0.00232 18.361 ± 0.089 % 79.794 ± 0.120 %
674
+ 438 6.2952 ± 0.0490 0.21838 ± 0.00321 0.32502 ± 0.00232 18.361 ± 0.089 % 79.797 ± 0.120 %
675
+ 439 6.3033 ± 0.0491 0.21842 ± 0.00321 0.32476 ± 0.00232 18.350 ± 0.089 % 79.805 ± 0.120 %
676
+ 440 6.3077 ± 0.0490 0.21848 ± 0.00321 0.32483 ± 0.00232 18.350 ± 0.089 % 79.790 ± 0.120 %
677
+ 441 6.3124 ± 0.0490 0.21815 ± 0.00320 0.32473 ± 0.00231 18.341 ± 0.089 % 79.795 ± 0.120 %
678
+ 442 6.3146 ± 0.0490 0.21760 ± 0.00320 0.32444 ± 0.00231 18.329 ± 0.088 % 79.798 ± 0.120 %
679
+ 443 6.3245 ± 0.0490 0.21732 ± 0.00319 0.32426 ± 0.00231 18.314 ± 0.088 % 79.802 ± 0.119 %
680
+ 444 6.3288 ± 0.0490 0.21696 ± 0.00319 0.32416 ± 0.00230 18.309 ± 0.088 % 79.789 ± 0.119 %
681
+ 445 6.3335 ± 0.0490 0.21713 ± 0.00318 0.32413 ± 0.00230 18.304 ± 0.088 % 79.790 ± 0.119 %
682
+ 446 6.3423 ± 0.0491 0.21717 ± 0.00318 0.32415 ± 0.00229 18.294 ± 0.088 % 79.773 ± 0.119 %
683
+ 447 6.3415 ± 0.0490 0.21722 ± 0.00318 0.32420 ± 0.00229 18.290 ± 0.088 % 79.774 ± 0.119 %
684
+ 448 6.3461 ± 0.0490 0.21698 ± 0.00317 0.32395 ± 0.00229 18.281 ± 0.088 % 79.780 ± 0.119 %
685
+ 449 6.3405 ± 0.0489 0.21666 ± 0.00316 0.32350 ± 0.00228 18.269 ± 0.088 % 79.798 ± 0.119 %
686
+ 450 6.3471 ± 0.0489 0.21635 ± 0.00316 0.32323 ± 0.00228 18.258 ± 0.088 % 79.807 ± 0.119 %
687
+ 451 6.3578 ± 0.0489 0.21599 ± 0.00316 0.32317 ± 0.00228 18.247 ± 0.087 % 79.810 ± 0.118 %
688
+ 452 6.3594 ± 0.0489 0.21549 ± 0.00315 0.32305 ± 0.00228 18.240 ± 0.087 % 79.819 ± 0.118 %
689
+ 453 6.3585 ± 0.0488 0.21528 ± 0.00315 0.32270 ± 0.00227 18.226 ± 0.087 % 79.835 ± 0.118 %
690
+ 454 6.3528 ± 0.0487 0.21531 ± 0.00315 0.32271 ± 0.00227 18.227 ± 0.087 % 79.842 ± 0.118 %
691
+ 455 6.3551 ± 0.0487 0.21511 ± 0.00314 0.32272 ± 0.00226 18.220 ± 0.087 % 79.837 ± 0.118 %
692
+ 456 6.3672 ± 0.0488 0.21481 ± 0.00314 0.32294 ± 0.00226 18.219 ± 0.087 % 79.824 ± 0.118 %
693
+ 457 6.3678 ± 0.0488 0.21503 ± 0.00314 0.32292 ± 0.00226 18.222 ± 0.087 % 79.830 ± 0.118 %
694
+ 458 6.3700 ± 0.0487 0.21524 ± 0.00314 0.32303 ± 0.00226 18.227 ± 0.087 % 79.830 ± 0.117 %
695
+ 459 6.3768 ± 0.0488 0.21477 ± 0.00313 0.32282 ± 0.00225 18.214 ± 0.087 % 79.834 ± 0.117 %
696
+ 460 6.3813 ± 0.0487 0.21486 ± 0.00313 0.32269 ± 0.00225 18.206 ± 0.087 % 79.836 ± 0.117 %
697
+ 461 6.3815 ± 0.0487 0.21455 ± 0.00312 0.32238 ± 0.00225 18.197 ± 0.087 % 79.832 ± 0.117 %
698
+ 462 6.3843 ± 0.0487 0.21419 ± 0.00312 0.32211 ± 0.00224 18.188 ± 0.086 % 79.839 ± 0.117 %
699
+ 463 6.3842 ± 0.0486 0.21379 ± 0.00311 0.32171 ± 0.00224 18.176 ± 0.086 % 79.847 ± 0.117 %
700
+ 464 6.3877 ± 0.0486 0.21346 ± 0.00311 0.32151 ± 0.00223 18.164 ± 0.086 % 79.847 ± 0.117 %
701
+ 465 6.3871 ± 0.0485 0.21325 ± 0.00310 0.32119 ± 0.00223 18.151 ± 0.086 % 79.858 ± 0.116 %
702
+ 466 6.3865 ± 0.0485 0.21328 ± 0.00310 0.32100 ± 0.00223 18.145 ± 0.086 % 79.867 ± 0.116 %
703
+ 467 6.3901 ± 0.0485 0.21309 ± 0.00310 0.32085 ± 0.00222 18.139 ± 0.086 % 79.873 ± 0.116 %
704
+ 468 6.3886 ± 0.0484 0.21309 ± 0.00309 0.32069 ± 0.00222 18.130 ± 0.086 % 79.884 ± 0.116 %
705
+ 469 6.3864 ± 0.0483 0.21301 ± 0.00309 0.32057 ± 0.00222 18.124 ± 0.086 % 79.882 ± 0.116 %
706
+ 470 6.3869 ± 0.0483 0.21292 ± 0.00308 0.32032 ± 0.00221 18.115 ± 0.086 % 79.887 ± 0.116 %
707
+ 471 6.3913 ± 0.0483 0.21285 ± 0.00308 0.32015 ± 0.00221 18.113 ± 0.086 % 79.888 ± 0.116 %
708
+ 472 6.3966 ± 0.0483 0.21276 ± 0.00307 0.31997 ± 0.00220 18.105 ± 0.085 % 79.894 ± 0.116 %
709
+ 473 6.3912 ± 0.0482 0.21298 ± 0.00307 0.32022 ± 0.00220 18.112 ± 0.085 % 79.891 ± 0.115 %
710
+ 474 6.3938 ± 0.0482 0.21272 ± 0.00307 0.31984 ± 0.00220 18.096 ± 0.085 % 79.905 ± 0.115 %
711
+ 475 6.3921 ± 0.0481 0.21248 ± 0.00306 0.31969 ± 0.00220 18.092 ± 0.085 % 79.921 ± 0.115 %
712
+ 476 6.3946 ± 0.0481 0.21212 ± 0.00306 0.31947 ± 0.00219 18.084 ± 0.085 % 79.922 ± 0.115 %
713
+ 477 6.4029 ± 0.0481 0.21183 ± 0.00306 0.31952 ± 0.00219 18.084 ± 0.085 % 79.915 ± 0.115 %
714
+ 478 6.4077 ± 0.0481 0.21148 ± 0.00305 0.31927 ± 0.00219 18.073 ± 0.085 % 79.925 ± 0.115 %
715
+ 479 6.4119 ± 0.0481 0.21129 ± 0.00305 0.31915 ± 0.00218 18.066 ± 0.085 % 79.925 ± 0.115 %
716
+ 480 6.4184 ± 0.0481 0.21115 ± 0.00304 0.31906 ± 0.00218 18.055 ± 0.085 % 79.935 ± 0.114 %
717
+ 481 6.4241 ± 0.0481 0.21075 ± 0.00304 0.31892 ± 0.00218 18.044 ± 0.085 % 79.947 ± 0.114 %
718
+ 482 6.4255 ± 0.0481 0.21042 ± 0.00304 0.31855 ± 0.00218 18.030 ± 0.085 % 79.962 ± 0.114 %
719
+ 483 6.4319 ± 0.0481 0.21012 ± 0.00303 0.31848 ± 0.00217 18.020 ± 0.084 % 79.963 ± 0.114 %
720
+ 484 6.4358 ± 0.0481 0.20977 ± 0.00303 0.31816 ± 0.00217 18.007 ± 0.084 % 79.975 ± 0.114 %
721
+ 485 6.4305 ± 0.0480 0.21001 ± 0.00302 0.31835 ± 0.00217 18.019 ± 0.084 % 79.970 ± 0.114 %
722
+ 486 6.4264 ± 0.0479 0.21050 ± 0.00303 0.31890 ± 0.00217 18.034 ± 0.084 % 79.948 ± 0.114 %
723
+ 487 6.4208 ± 0.0478 0.21056 ± 0.00302 0.31898 ± 0.00216 18.036 ± 0.084 % 79.938 ± 0.114 %
724
+ 488 6.4134 ± 0.0477 0.21055 ± 0.00302 0.31907 ± 0.00216 18.041 ± 0.084 % 79.932 ± 0.114 %
725
+ 489 6.4106 ± 0.0476 0.21068 ± 0.00302 0.31906 ± 0.00216 18.038 ± 0.084 % 79.934 ± 0.113 %
726
+ 490 6.4021 ± 0.0475 0.21040 ± 0.00301 0.31910 ± 0.00215 18.045 ± 0.084 % 79.930 ± 0.113 %
727
+ 491 6.4037 ± 0.0474 0.21019 ± 0.00301 0.31914 ± 0.00215 18.045 ± 0.084 % 79.924 ± 0.113 %
728
+ 492 6.4058 ± 0.0474 0.20984 ± 0.00301 0.31917 ± 0.00215 18.038 ± 0.084 % 79.931 ± 0.113 %
729
+ 493 6.4164 ± 0.0475 0.20965 ± 0.00301 0.31903 ± 0.00215 18.025 ± 0.084 % 79.940 ± 0.113 %
730
+ 494 6.4091 ± 0.0474 0.20939 ± 0.00300 0.31889 ± 0.00215 18.025 ± 0.083 % 79.948 ± 0.113 %
731
+ 495 6.4046 ± 0.0473 0.20939 ± 0.00300 0.31875 ± 0.00214 18.024 ± 0.083 % 79.954 ± 0.113 %
732
+ 496 6.4060 ± 0.0472 0.20930 ± 0.00299 0.31858 ± 0.00214 18.018 ± 0.083 % 79.963 ± 0.113 %
733
+ 497 6.4081 ± 0.0472 0.20909 ± 0.00299 0.31830 ± 0.00213 18.008 ± 0.083 % 79.973 ± 0.112 %
734
+ 498 6.4176 ± 0.0473 0.20916 ± 0.00299 0.31822 ± 0.00213 18.001 ± 0.083 % 79.972 ± 0.112 %
735
+ 499 6.4262 ± 0.0473 0.20901 ± 0.00299 0.31837 ± 0.00213 17.993 ± 0.083 % 79.968 ± 0.112 %
736
+ 500 6.4198 ± 0.0472 0.20897 ± 0.00298 0.31814 ± 0.00213 17.989 ± 0.083 % 79.981 ± 0.112 %
737
+ 501 6.4127 ± 0.0471 0.20967 ± 0.00298 0.31851 ± 0.00213 18.013 ± 0.083 % 79.974 ± 0.112 %
738
+ 502 6.4082 ± 0.0470 0.20946 ± 0.00298 0.31839 ± 0.00213 18.011 ± 0.083 % 79.977 ± 0.112 %
739
+ 503 6.4126 ± 0.0470 0.21012 ± 0.00298 0.31886 ± 0.00213 18.023 ± 0.083 % 79.952 ± 0.112 %
740
+ 504 6.4097 ± 0.0469 0.21003 ± 0.00298 0.31888 ± 0.00212 18.019 ± 0.083 % 79.950 ± 0.112 %
741
+ 505 6.4124 ± 0.0469 0.21035 ± 0.00297 0.31891 ± 0.00212 18.018 ± 0.082 % 79.952 ± 0.112 %
742
+ 506 6.4137 ± 0.0469 0.21036 ± 0.00297 0.31876 ± 0.00212 18.012 ± 0.082 % 79.955 ± 0.111 %
743
+ 507 6.4068 ± 0.0468 0.21064 ± 0.00297 0.31889 ± 0.00211 18.025 ± 0.082 % 79.957 ± 0.111 %
744
+ 508 6.4045 ± 0.0467 0.21110 ± 0.00297 0.31912 ± 0.00211 18.032 ± 0.082 % 79.954 ± 0.111 %
745
+ 509 6.4104 ± 0.0467 0.21162 ± 0.00296 0.31938 ± 0.00211 18.032 ± 0.082 % 79.944 ± 0.111 %
746
+ 510 6.4037 ± 0.0466 0.21199 ± 0.00296 0.31955 ± 0.00211 18.048 ± 0.082 % 79.937 ± 0.111 %
747
+ 511 6.4101 ± 0.0466 0.21212 ± 0.00296 0.31962 ± 0.00211 18.047 ± 0.082 % 79.927 ± 0.111 %
748
+ 512 6.4096 ± 0.0466 0.21213 ± 0.00296 0.31977 ± 0.00211 18.045 ± 0.082 % 79.934 ± 0.111 %
749
+ 513 6.4031 ± 0.0464 0.21183 ± 0.00296 0.31993 ± 0.00210 18.050 ± 0.082 % 79.933 ± 0.111 %
750
+ 514 6.4022 ± 0.0464 0.21205 ± 0.00295 0.31992 ± 0.00210 18.056 ± 0.082 % 79.921 ± 0.111 %
751
+ 515 6.4048 ± 0.0464 0.21183 ± 0.00295 0.32007 ± 0.00210 18.057 ± 0.082 % 79.912 ± 0.111 %
752
+ 516 6.4112 ± 0.0464 0.21164 ± 0.00295 0.31992 ± 0.00210 18.051 ± 0.082 % 79.913 ± 0.110 %
753
+ 517 6.4056 ± 0.0463 0.21170 ± 0.00294 0.31963 ± 0.00209 18.045 ± 0.081 % 79.920 ± 0.110 %
754
+ 518 6.3935 ± 0.0461 0.21148 ± 0.00294 0.31936 ± 0.00209 18.041 ± 0.081 % 79.933 ± 0.110 %
755
+ 519 6.3916 ± 0.0461 0.21132 ± 0.00293 0.31917 ± 0.00209 18.034 ± 0.081 % 79.936 ± 0.110 %
756
+ 520 6.3889 ± 0.0460 0.21119 ± 0.00293 0.31901 ± 0.00208 18.026 ± 0.081 % 79.945 ± 0.110 %
757
+ 521 6.3825 ± 0.0459 0.21101 ± 0.00293 0.31871 ± 0.00208 18.015 ± 0.081 % 79.960 ± 0.110 %
758
+ 522 6.3770 ± 0.0458 0.21062 ± 0.00292 0.31850 ± 0.00208 18.006 ± 0.081 % 79.974 ± 0.110 %
759
+ 523 6.3677 ± 0.0457 0.21133 ± 0.00294 0.31954 ± 0.00210 18.040 ± 0.081 % 79.984 ± 0.110 %
760
+ 524 6.3624 ± 0.0456 0.21137 ± 0.00293 0.31946 ± 0.00210 18.039 ± 0.081 % 79.988 ± 0.109 %
761
+ 525 6.3608 ± 0.0455 0.21149 ± 0.00293 0.31945 ± 0.00210 18.045 ± 0.081 % 79.991 ± 0.109 %
762
+ 526 6.3634 ± 0.0455 0.21139 ± 0.00292 0.31925 ± 0.00209 18.038 ± 0.081 % 79.987 ± 0.109 %
763
+ 527 6.3692 ± 0.0455 0.21121 ± 0.00292 0.31916 ± 0.00209 18.030 ± 0.081 % 79.987 ± 0.109 %
764
+ 528 6.3690 ± 0.0455 0.21098 ± 0.00292 0.31891 ± 0.00209 18.021 ± 0.081 % 79.993 ± 0.109 %
765
+ 529 6.3765 ± 0.0455 0.21071 ± 0.00291 0.31872 ± 0.00208 18.010 ± 0.081 % 79.994 ± 0.109 %
766
+ 530 6.3867 ± 0.0455 0.21068 ± 0.00291 0.31882 ± 0.00208 18.003 ± 0.081 % 79.985 ± 0.109 %
767
+ 531 6.3938 ± 0.0456 0.21062 ± 0.00291 0.31856 ± 0.00208 17.992 ± 0.080 % 79.996 ± 0.109 %
768
+ 532 6.4036 ± 0.0456 0.21059 ± 0.00290 0.31854 ± 0.00208 17.986 ± 0.080 % 79.993 ± 0.109 %
769
+ 533 6.4097 ± 0.0456 0.21051 ± 0.00290 0.31844 ± 0.00207 17.980 ± 0.080 % 79.993 ± 0.109 %
770
+ 534 6.4200 ± 0.0457 0.21052 ± 0.00290 0.31843 ± 0.00207 17.969 ± 0.080 % 79.975 ± 0.108 %
771
+ 535 6.4212 ± 0.0456 0.21029 ± 0.00289 0.31865 ± 0.00207 17.968 �� 0.080 % 79.973 ± 0.108 %
772
+ 536 6.4208 ± 0.0456 0.21037 ± 0.00289 0.31880 ± 0.00207 17.981 ± 0.080 % 79.971 ± 0.108 %
773
+ 537 6.4124 ± 0.0455 0.21096 ± 0.00289 0.31918 ± 0.00207 18.008 ± 0.080 % 79.967 ± 0.108 %
774
+ 538 6.4076 ± 0.0454 0.21150 ± 0.00289 0.31969 ± 0.00208 18.032 ± 0.080 % 79.953 ± 0.108 %
775
+ 539 6.4051 ± 0.0453 0.21160 ± 0.00289 0.31971 ± 0.00207 18.036 ± 0.080 % 79.951 ± 0.108 %
776
+ 540 6.3997 ± 0.0452 0.21233 ± 0.00289 0.32014 ± 0.00207 18.059 ± 0.080 % 79.939 ± 0.108 %
777
+ 541 6.3994 ± 0.0452 0.21331 ± 0.00289 0.32067 ± 0.00207 18.087 ± 0.080 % 79.924 ± 0.108 %
778
+ 542 6.3981 ± 0.0451 0.21373 ± 0.00289 0.32089 ± 0.00207 18.097 ± 0.080 % 79.913 ± 0.108 %
779
+ 543 6.3965 ± 0.0451 0.21410 ± 0.00288 0.32104 ± 0.00207 18.107 ± 0.080 % 79.905 ± 0.108 %
780
+ 544 6.3920 ± 0.0450 0.21443 ± 0.00288 0.32108 ± 0.00206 18.113 ± 0.080 % 79.895 ± 0.108 %
781
+ 545 6.3903 ± 0.0449 0.21438 ± 0.00288 0.32104 ± 0.00206 18.112 ± 0.079 % 79.900 ± 0.107 %
782
+ 546 6.3869 ± 0.0449 0.21403 ± 0.00288 0.32120 ± 0.00206 18.115 ± 0.079 % 79.892 ± 0.107 %
783
+ 547 6.3869 ± 0.0448 0.21381 ± 0.00287 0.32109 ± 0.00205 18.108 ± 0.079 % 79.889 ± 0.107 %
784
+ 548 6.3966 ± 0.0449 0.21384 ± 0.00287 0.32119 ± 0.00205 18.102 ± 0.079 % 79.892 ± 0.107 %
785
+ 549 6.4040 ± 0.0449 0.21369 ± 0.00287 0.32103 ± 0.00205 18.090 ± 0.079 % 79.891 ± 0.107 %
786
+ 550 6.4189 ± 0.0450 0.21348 ± 0.00287 0.32154 ± 0.00206 18.083 ± 0.079 % 79.884 ± 0.107 %
787
+ 551 6.4189 ± 0.0450 0.21319 ± 0.00286 0.32135 ± 0.00205 18.077 ± 0.079 % 79.890 ± 0.107 %
788
+ 552 6.4175 ± 0.0449 0.21319 ± 0.00286 0.32126 ± 0.00205 18.070 ± 0.079 % 79.896 ± 0.107 %
789
+
790
+ ====== Perplexity statistics ======
791
+ Mean PPL(Q) : 6.417468 ± 0.044920
792
+ Mean PPL(base) : 5.185329 ± 0.034498
793
+ Cor(ln(PPL(Q)), ln(PPL(base))): 91.34%
794
+ Mean ln(PPL(Q)/PPL(base)) : 0.213190 ± 0.002861
795
+ Mean PPL(Q)/PPL(base) : 1.237620 ± 0.003541
796
+ Mean PPL(Q)-PPL(base) : 1.232138 ± 0.019418
797
+
798
+ ====== KL divergence statistics ======
799
+ Mean KLD: 0.321256 ± 0.002052
800
+ Maximum KLD: 32.643654
801
+ 99.9% KLD: 8.872003
802
+ 99.0% KLD: 3.279014
803
+ 95.0% KLD: 1.386801
804
+ 90.0% KLD: 0.810823
805
+ Median KLD: 0.092674
806
+ 10.0% KLD: 0.000930
807
+ 5.0% KLD: 0.000189
808
+ 1.0% KLD: 0.000012
809
+ 0.1% KLD: 0.000000
810
+ Minimum KLD: -0.000293
811
+
812
+ ====== Token probability statistics ======
813
+ Mean Δp: -4.371 ± 0.047 %
814
+ Maximum Δp: 99.991%
815
+ 99.9% Δp: 79.113%
816
+ 99.0% Δp: 37.919%
817
+ 95.0% Δp: 14.218%
818
+ 90.0% Δp: 6.660%
819
+ 75.0% Δp: 0.399%
820
+ Median Δp: -0.208%
821
+ 25.0% Δp: -5.579%
822
+ 10.0% Δp: -21.228%
823
+ 5.0% Δp: -38.507%
824
+ 1.0% Δp: -77.020%
825
+ 0.1% Δp: -97.025%
826
+ Minimum Δp: -100.000%
827
+ RMS Δp : 18.070 ± 0.079 %
828
+ Same top p: 79.896 ± 0.107 %
829
+
830
+ 12.13.411.434 I llama_perf_context_print: load time = 103045.82 ms
831
+ 12.13.411.437 I llama_perf_context_print: prompt eval time = 534119.91 ms / 282624 tokens ( 1.89 ms per token, 529.14 tokens per second)
832
+ 12.13.411.438 I llama_perf_context_print: eval time = 0.00 ms / 1 runs ( 0.00 ms per token, inf tokens per second)
833
+ 12.13.411.439 I llama_perf_context_print: total time = 627448.24 ms / 282625 tokens
834
+ 12.13.411.440 I llama_perf_context_print: graphs reused = 33
835
+ 12.13.411.721 I common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted |
836
+ 12.13.411.722 I common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 76815 + (19465 = 16454 + 168 + 2842) + 968 |
837
+ 12.13.411.722 I common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 69313 + (26963 = 23508 + 180 + 3275) + 972 |
838
+ 12.13.411.723 I common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 69313 + (26963 = 23508 + 180 + 3275) + 972 |
839
+ 12.13.411.723 I common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 69313 + (26963 = 23508 + 180 + 3275) + 972 |
840
+ 12.13.411.724 I common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 72041 + (24234 = 20896 + 160 + 3178) + 973 |
841
+ 12.13.411.724 I common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 69313 + (26963 = 23508 + 180 + 3275) + 972 |
842
+ 12.13.411.724 I common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 61674 + (28441 = 19245 + 140 + 9055) + 7134 |
843
+ 12.13.411.725 I common_memory_breakdown_print: | - Host | 1492 = 961 + 0 + 531 |
844
+ ```
kld_data/aes_sedai/MiniMax-M3-IQ4_XS.md ADDED
@@ -0,0 +1,844 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ### MiniMax-M3-IQ4_XS (aes_sedai)
2
+
3
+ ```txt
4
+ /home/jarvis/development/llama.cpp/build/bin/llama-perplexity --threads 48 --flash-attn on -lv 4 --file /mnt/srv/host/resources/KLD/wiki.test.raw --kl-divergence-base /mnt/srv/snowdrift/ref-logits/MiniMax-M3-BF16-512ctx-wiki.test.raw.bin --kl-divergence --batch-size 8192 --ubatch-size 8192 --model /mnt/srv/snowdrift/gguf/MiniMax-M3-GGUF/aes_sedai/MiniMax-M3-IQ4_XS.gguf --direct-io
5
+ 0.00.127.218 W DEPRECATED: --direct-io and --no-direct-io are deprecated. use --load-mode dio instead
6
+ 0.00.127.374 I cmn common_init_: fitting params to device memory ...
7
+ 0.00.127.374 I cmn common_init_: (for bugs during this step try to reproduce them with -fit off, or provide --verbose logs if the bug only occurs with -fit on)
8
+ 0.00.127.384 I common_params_fit_impl: getting device memory data for initial parameters:
9
+ 0.10.710.563 I common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted |
10
+ 0.10.710.576 I common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (23893 = 20882 + 168 + 2842) + -23331 |
11
+ 0.10.710.576 I common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (34373 = 30150 + 180 + 4043) + -33811 |
12
+ 0.10.710.576 I common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (34373 = 30150 + 180 + 4043) + -33811 |
13
+ 0.10.710.576 I common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (34373 = 30150 + 180 + 4043) + -33811 |
14
+ 0.10.710.576 I common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (30906 = 26800 + 160 + 3946) + -30344 |
15
+ 0.10.710.577 I common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (34373 = 30150 + 180 + 4043) + -33811 |
16
+ 0.10.710.577 I common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 90524 + (34375 = 24411 + 140 + 9823) + -27649 |
17
+ 0.10.710.577 I common_memory_breakdown_print: | - Host | 1492 = 961 + 0 + 531 |
18
+ 0.10.764.980 I common_params_fit_impl: projected memory use with initial parameters [MiB]:
19
+ 0.10.764.993 I common_params_fit_impl: - CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 23893 used, 72794 free vs. target of 1024
20
+ 0.10.764.993 I common_params_fit_impl: - CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 34373 used, 62314 free vs. target of 1024
21
+ 0.10.764.994 I common_params_fit_impl: - CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 34373 used, 62314 free vs. target of 1024
22
+ 0.10.764.994 I common_params_fit_impl: - CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 34373 used, 62314 free vs. target of 1024
23
+ 0.10.764.994 I common_params_fit_impl: - CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 30906 used, 65781 free vs. target of 1024
24
+ 0.10.764.994 I common_params_fit_impl: - CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 34373 used, 62314 free vs. target of 1024
25
+ 0.10.764.994 I common_params_fit_impl: - CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 34375 used, 56148 free vs. target of 1024
26
+ 0.10.764.995 I common_params_fit_impl: projected to use 226670 MiB of device memory vs. 670651 MiB of free device memory
27
+ 0.10.764.995 I common_params_fit_impl: targets for free memory can be met on all devices, no changes needed
28
+ 0.10.764.996 I common_fit_params: successfully fit params to free device memory
29
+ 0.10.765.002 I common_fit_params: fitting params to free memory took 10.64 seconds
30
+ 0.10.912.889 I llama_model_loader: loaded meta data with 54 key-value pairs and 1176 tensors from /mnt/srv/snowdrift/gguf/MiniMax-M3-GGUF/aes_sedai/MiniMax-M3-IQ4_XS.gguf (version GGUF V3 (latest))
31
+ 0.10.912.920 I llama_model_loader: Dumping metadata keys/values. Note: KV overrides do not apply in this output.
32
+ 0.10.912.925 I llama_model_loader: - kv 0: general.architecture str = minimax-m3
33
+ 0.10.912.926 I llama_model_loader: - kv 1: general.type str = model
34
+ 0.10.912.931 I llama_model_loader: - kv 2: general.sampling.top_p f32 = 0.950000
35
+ 0.10.912.932 I llama_model_loader: - kv 3: general.sampling.temp f32 = 1.000000
36
+ 0.10.912.933 I llama_model_loader: - kv 4: general.name str = MiniMax M3
37
+ 0.10.912.933 I llama_model_loader: - kv 5: general.size_label str = 128x16B
38
+ 0.10.912.933 I llama_model_loader: - kv 6: general.license str = other
39
+ 0.10.912.934 I llama_model_loader: - kv 7: general.license.name str = minimax-community
40
+ 0.10.912.935 I llama_model_loader: - kv 8: general.license.link str = LICENSE
41
+ 0.10.912.947 I llama_model_loader: - kv 9: general.tags arr[str,6] = ["multimodal", "moe", "agent", "codin...
42
+ 0.10.912.948 I llama_model_loader: - kv 10: minimax-m3.block_count u32 = 60
43
+ 0.10.912.949 I llama_model_loader: - kv 11: minimax-m3.context_length u32 = 1048576
44
+ 0.10.912.950 I llama_model_loader: - kv 12: minimax-m3.embedding_length u32 = 6144
45
+ 0.10.912.950 I llama_model_loader: - kv 13: minimax-m3.feed_forward_length u32 = 12288
46
+ 0.10.912.951 I llama_model_loader: - kv 14: minimax-m3.attention.head_count u32 = 64
47
+ 0.10.912.951 I llama_model_loader: - kv 15: minimax-m3.attention.head_count_kv u32 = 4
48
+ 0.10.912.953 I llama_model_loader: - kv 16: minimax-m3.rope.freq_base f32 = 5000000.000000
49
+ 0.10.912.954 I llama_model_loader: - kv 17: minimax-m3.attention.layer_norm_rms_epsilon f32 = 0.000001
50
+ 0.10.912.954 I llama_model_loader: - kv 18: minimax-m3.expert_count u32 = 128
51
+ 0.10.912.955 I llama_model_loader: - kv 19: minimax-m3.expert_used_count u32 = 4
52
+ 0.10.912.955 I llama_model_loader: - kv 20: minimax-m3.expert_gating_func u32 = 2
53
+ 0.10.912.956 I llama_model_loader: - kv 21: minimax-m3.attention.key_length u32 = 128
54
+ 0.10.912.956 I llama_model_loader: - kv 22: minimax-m3.attention.value_length u32 = 128
55
+ 0.10.912.957 I llama_model_loader: - kv 23: minimax-m3.expert_feed_forward_length u32 = 3072
56
+ 0.10.912.957 I llama_model_loader: - kv 24: minimax-m3.rope.dimension_count u32 = 64
57
+ 0.10.912.958 I llama_model_loader: - kv 25: minimax-m3.expert_shared_count u32 = 1
58
+ 0.10.912.958 I llama_model_loader: - kv 26: minimax-m3.expert_weights_scale f32 = 2.000000
59
+ 0.10.912.959 I llama_model_loader: - kv 27: minimax-m3.expert_weights_norm bool = true
60
+ 0.10.912.959 I llama_model_loader: - kv 28: minimax-m3.attention.indexer.head_count u32 = 4
61
+ 0.10.912.960 I llama_model_loader: - kv 29: minimax-m3.attention.indexer.key_length u32 = 128
62
+ 0.10.912.960 I llama_model_loader: - kv 30: minimax-m3.attention.indexer.top_k u32 = 16
63
+ 0.10.912.961 I llama_model_loader: - kv 31: minimax-m3.attention.indexer.block_size u32 = 128
64
+ 0.10.912.961 I llama_model_loader: - kv 32: minimax-m3.attention.indexer.local_blocks u32 = 1
65
+ 0.10.912.962 I llama_model_loader: - kv 33: minimax-m3.leading_dense_block_count u32 = 3
66
+ 0.10.912.962 I llama_model_loader: - kv 34: tokenizer.ggml.model str = gpt2
67
+ 0.10.912.962 I llama_model_loader: - kv 35: tokenizer.ggml.pre str = minimax-m2
68
+ 0.10.948.427 I llama_model_loader: - kv 36: tokenizer.ggml.tokens arr[str,200064] = ["Ā", "ā", "Ă", "ă", "Ą", "ą", ...
69
+ 0.10.961.099 I llama_model_loader: - kv 37: tokenizer.ggml.token_type arr[i32,200064] = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, ...
70
+ 0.10.994.217 I llama_model_loader: - kv 38: tokenizer.ggml.merges arr[str,199744] = ["Ġ Ġ", "Ġ t", "Ġ a", "i n", "e r...
71
+ 0.10.994.231 I llama_model_loader: - kv 39: tokenizer.ggml.bos_token_id u32 = 200019
72
+ 0.10.994.232 I llama_model_loader: - kv 40: tokenizer.ggml.eos_token_id u32 = 200020
73
+ 0.10.994.233 I llama_model_loader: - kv 41: tokenizer.ggml.unknown_token_id u32 = 200020
74
+ 0.10.994.233 I llama_model_loader: - kv 42: tokenizer.ggml.padding_token_id u32 = 200000
75
+ 0.10.994.238 I llama_model_loader: - kv 43: tokenizer.chat_template str = {# ---------- special token variables...
76
+ 0.10.994.239 I llama_model_loader: - kv 44: general.quantization_version u32 = 2
77
+ 0.10.994.239 I llama_model_loader: - kv 45: general.file_type u32 = 18
78
+ 0.10.994.240 I llama_model_loader: - kv 46: MoE_Quantization.ffn_up_exps str = IQ3_S
79
+ 0.10.994.240 I llama_model_loader: - kv 47: MoE_Quantization.ffn_gate_exps str = IQ3_S
80
+ 0.10.994.241 I llama_model_loader: - kv 48: MoE_Quantization.ffn_down_exps str = IQ4_XS
81
+ 0.10.994.242 I llama_model_loader: - kv 49: MoE_Quantization.type_default str = Q6_K
82
+ 0.10.994.243 I llama_model_loader: - kv 50: quantize.imatrix.file str = /mnt/srv/snowdrift/fp16/MiniMax-M3/im...
83
+ 0.10.994.244 I llama_model_loader: - kv 51: quantize.imatrix.dataset str = /mnt/srv/host/resources/KLD/calibrati...
84
+ 0.10.994.245 I llama_model_loader: - kv 52: quantize.imatrix.entries_count u32 = 762
85
+ 0.10.994.245 I llama_model_loader: - kv 53: quantize.imatrix.chunks_count u32 = 49
86
+ 0.10.994.246 I llama_model_loader: - type f32: 583 tensors
87
+ 0.10.994.247 I llama_model_loader: - type q6_K: 422 tensors
88
+ 0.10.994.248 I llama_model_loader: - type iq3_s: 114 tensors
89
+ 0.10.994.248 I llama_model_loader: - type iq4_xs: 57 tensors
90
+ 0.10.994.250 I print_info: file format = GGUF V3 (latest)
91
+ 0.10.994.251 I print_info: file type = Q6_K
92
+ 0.10.994.256 I print_info: file size = 189.12 GiB (3.81 BPW)
93
+ 0.10.994.599 I llama_prepare_model_devices: using device CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:01:00.0) - 96687 MiB free
94
+ 0.10.994.606 I llama_prepare_model_devices: using device CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:02:00.0) - 96687 MiB free
95
+ 0.10.994.612 I llama_prepare_model_devices: using device CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:03:00.0) - 96687 MiB free
96
+ 0.10.994.618 I llama_prepare_model_devices: using device CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:04:00.0) - 96687 MiB free
97
+ 0.10.994.624 I llama_prepare_model_devices: using device CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:05:00.0) - 96687 MiB free
98
+ 0.10.994.631 I llama_prepare_model_devices: using device CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:06:00.0) - 96687 MiB free
99
+ 0.10.994.637 I llama_prepare_model_devices: using device CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:07:00.0) - 90524 MiB free
100
+ 0.11.085.781 I load: 0 unused tokens
101
+ 0.11.115.950 I load: printing all EOG tokens:
102
+ 0.11.116.002 I load: - 200004 ('<fim_pad>')
103
+ 0.11.116.009 I load: - 200005 ('<reponame>')
104
+ 0.11.116.015 I load: - 200020 ('[e~[')
105
+ 0.11.116.214 I load: special tokens cache size = 61
106
+ 0.11.171.363 I load: token to piece cache size = 1.3356 MB
107
+ 0.11.171.441 I print_info: arch = minimax-m3
108
+ 0.11.171.451 I print_info: vocab_only = 0
109
+ 0.11.171.457 I print_info: no_alloc = 0
110
+ 0.11.171.462 I print_info: n_ctx_train = 1048576
111
+ 0.11.171.468 I print_info: n_embd_inp = 6144
112
+ 0.11.171.474 I print_info: n_embd = 6144
113
+ 0.11.171.479 I print_info: n_embd_out = 6144
114
+ 0.11.171.484 I print_info: n_layer = 60
115
+ 0.11.171.489 I print_info: n_layer_all = 60
116
+ 0.11.171.505 I print_info: n_head = 64
117
+ 0.11.171.512 I print_info: n_head_kv = 4
118
+ 0.11.171.517 I print_info: n_rot = 64
119
+ 0.11.171.522 I print_info: n_swa = 0
120
+ 0.11.171.527 I print_info: is_swa_any = 0
121
+ 0.11.171.533 I print_info: n_embd_head_k = 128
122
+ 0.11.171.538 I print_info: n_embd_head_v = 128
123
+ 0.11.171.544 I print_info: n_gqa = 16
124
+ 0.11.171.550 I print_info: n_embd_k_gqa = 512
125
+ 0.11.171.557 I print_info: n_embd_v_gqa = 512
126
+ 0.11.171.563 I print_info: f_norm_eps = 0.0e+00
127
+ 0.11.171.570 I print_info: f_norm_rms_eps = 1.0e-06
128
+ 0.11.171.575 I print_info: f_clamp_kqv = 0.0e+00
129
+ 0.11.171.580 I print_info: f_max_alibi_bias = 0.0e+00
130
+ 0.11.171.586 I print_info: f_logit_scale = 0.0e+00
131
+ 0.11.171.591 I print_info: f_attn_scale = 0.0e+00
132
+ 0.11.171.597 I print_info: f_attn_value_scale = 0.0000
133
+ 0.11.171.603 I print_info: n_ff = 12288
134
+ 0.11.171.608 I print_info: n_expert = 128
135
+ 0.11.171.613 I print_info: n_expert_used = 4
136
+ 0.11.171.618 I print_info: n_expert_groups = 0
137
+ 0.11.171.623 I print_info: n_group_used = 0
138
+ 0.11.171.628 I print_info: causal attn = 1
139
+ 0.11.171.634 I print_info: pooling type = -1
140
+ 0.11.171.639 I print_info: rope type = 2
141
+ 0.11.171.644 I print_info: rope scaling = linear
142
+ 0.11.171.650 I print_info: freq_base_train = 5000000.0
143
+ 0.11.171.655 I print_info: freq_scale_train = 1
144
+ 0.11.171.660 I print_info: n_ctx_orig_yarn = 1048576
145
+ 0.11.171.665 I print_info: rope_yarn_log_mul = 0.0000
146
+ 0.11.171.671 I print_info: rope_finetuned = unknown
147
+ 0.11.171.677 I print_info: model type = 428B.A23B
148
+ 0.11.171.682 I print_info: model params = 426.17 B
149
+ 0.11.171.687 I print_info: general.name = MiniMax M3
150
+ 0.11.171.694 I print_info: vocab type = BPE
151
+ 0.11.171.699 I print_info: n_vocab = 200064
152
+ 0.11.171.704 I print_info: n_merges = 199744
153
+ 0.11.171.710 I print_info: BOS token = 200019 ']~b]'
154
+ 0.11.171.715 I print_info: EOS token = 200020 '[e~['
155
+ 0.11.171.720 I print_info: UNK token = 200020 '[e~['
156
+ 0.11.171.725 I print_info: PAD token = 200000 ']!p~['
157
+ 0.11.171.730 I print_info: LF token = 10 'Ċ'
158
+ 0.11.171.735 I print_info: FIM PRE token = 200001 '<fim_prefix>'
159
+ 0.11.171.740 I print_info: FIM SUF token = 200003 '<fim_suffix>'
160
+ 0.11.171.745 I print_info: FIM MID token = 200002 '<fim_middle>'
161
+ 0.11.171.750 I print_info: FIM PAD token = 200004 '<fim_pad>'
162
+ 0.11.171.755 I print_info: FIM REP token = 200005 '<reponame>'
163
+ 0.11.171.760 I print_info: EOG token = 200004 '<fim_pad>'
164
+ 0.11.171.766 I print_info: EOG token = 200005 '<reponame>'
165
+ 0.11.171.771 I print_info: EOG token = 200020 '[e~['
166
+ 0.11.171.776 I print_info: max token length = 256
167
+ 0.11.171.782 I load_tensors: loading model tensors, this can take a while... (load_mode = dio)
168
+ 0.11.583.368 I load_tensors: offloading output layer to GPU
169
+ 0.11.583.425 I load_tensors: offloading 59 repeating layers to GPU
170
+ 0.11.583.435 I load_tensors: offloaded 61/61 layers to GPU
171
+ 0.11.583.447 I load_tensors: CUDA0 model buffer size = 20882.83 MiB
172
+ 0.11.583.454 I load_tensors: CUDA1 model buffer size = 30150.16 MiB
173
+ 0.11.583.459 I load_tensors: CUDA2 model buffer size = 30150.16 MiB
174
+ 0.11.583.465 I load_tensors: CUDA3 model buffer size = 30150.16 MiB
175
+ 0.11.583.471 I load_tensors: CUDA4 model buffer size = 26800.14 MiB
176
+ 0.11.583.476 I load_tensors: CUDA5 model buffer size = 30150.16 MiB
177
+ 0.11.583.482 I load_tensors: CUDA6 model buffer size = 24411.76 MiB
178
+ 0.11.583.488 I load_tensors: CUDA_Host model buffer size = 961.61 MiB
179
+ ....................................................................................................
180
+ 2.15.923.050 I cmn common_init_: added <fim_pad> logit bias = -inf
181
+ 2.15.923.059 I cmn common_init_: added <reponame> logit bias = -inf
182
+ 2.15.923.060 I cmn common_init_: added [e~[ logit bias = -inf
183
+ 2.15.923.328 I llama_context: constructing llama_context
184
+ 2.15.923.338 I llama_context: n_seq_max = 16
185
+ 2.15.923.338 I llama_context: n_ctx = 8192
186
+ 2.15.923.339 I llama_context: n_ctx_seq = 512
187
+ 2.15.923.339 I llama_context: n_batch = 8192
188
+ 2.15.923.339 I llama_context: n_ubatch = 8192
189
+ 2.15.923.340 I llama_context: causal_attn = 1
190
+ 2.15.923.340 I llama_context: flash_attn = enabled
191
+ 2.15.923.340 I llama_context: kv_unified = false
192
+ 2.15.923.344 I llama_context: freq_base = 5000000.0
193
+ 2.15.923.344 I llama_context: freq_scale = 1
194
+ 2.15.923.344 I llama_context: n_rs_seq = 0
195
+ 2.15.923.345 I llama_context: n_outputs_max = 8192
196
+ 2.15.923.345 I llama_context: n_ctx_seq (512) < n_ctx_train (1048576) -- the full capacity of the model will not be utilized
197
+ 2.15.929.165 I llama_context: CUDA_Host output buffer size = 12.21 MiB
198
+ 2.15.929.913 I llama_kv_cache: CUDA0 KV buffer size = 168.00 MiB
199
+ 2.15.941.635 I llama_kv_cache: CUDA1 KV buffer size = 180.00 MiB
200
+ 2.15.961.914 I llama_kv_cache: CUDA2 KV buffer size = 180.00 MiB
201
+ 2.15.977.647 I llama_kv_cache: CUDA3 KV buffer size = 180.00 MiB
202
+ 2.15.988.245 I llama_kv_cache: CUDA4 KV buffer size = 160.00 MiB
203
+ 2.15.995.580 I llama_kv_cache: CUDA5 KV buffer size = 180.00 MiB
204
+ 2.15.995.884 I llama_kv_cache: CUDA6 KV buffer size = 140.00 MiB
205
+ 2.15.995.988 I llama_kv_cache: size = 1188.00 MiB ( 512 cells, 60 layers, 16/16 seqs), K (f16): 480.00 MiB, V (f16): 480.00 MiB, K_idx (f32): 228.00 MiB
206
+ 2.15.995.996 I llama_kv_cache: attn_rot_k = 0, n_embd_head_k_all = 128
207
+ 2.15.995.996 I llama_kv_cache: attn_rot_v = 0, n_embd_head_k_all = 128
208
+ 2.15.996.118 I llama_context: pipeline parallelism enabled
209
+ 2.15.996.125 I sched_reserve: reserving ...
210
+ 2.16.064.740 I resolve_fused_ops: resolving fused Gated Delta Net support:
211
+ 2.16.066.761 I resolve_fused_ops: fused Gated Delta Net (autoregressive) enabled
212
+ 2.16.079.123 I resolve_fused_ops: fused Gated Delta Net (chunked) enabled
213
+ 2.16.079.134 I resolve_fused_ops: resolving fused Lightning Indexer support:
214
+ 2.16.083.716 I resolve_fused_ops: Lightning Indexer enabled
215
+ 2.16.083.730 I resolve_fused_ops: resolving fused DeepSeek V4 HC support:
216
+ 2.16.087.868 I resolve_fused_ops: fused DeepSeek V4 HC pre enabled
217
+ 2.16.092.028 I resolve_fused_ops: fused DeepSeek V4 HC comb enabled
218
+ 2.16.096.184 I resolve_fused_ops: fused DeepSeek V4 HC post enabled
219
+ 2.16.284.659 I sched_reserve: CUDA0 compute buffer size = 2842.62 MiB
220
+ 2.16.284.675 I sched_reserve: CUDA1 compute buffer size = 3275.62 MiB
221
+ 2.16.284.676 I sched_reserve: CUDA2 compute buffer size = 3275.62 MiB
222
+ 2.16.284.676 I sched_reserve: CUDA3 compute buffer size = 3275.62 MiB
223
+ 2.16.284.677 I sched_reserve: CUDA4 compute buffer size = 3178.62 MiB
224
+ 2.16.284.677 I sched_reserve: CUDA5 compute buffer size = 3275.62 MiB
225
+ 2.16.284.678 I sched_reserve: CUDA6 compute buffer size = 9055.75 MiB
226
+ 2.16.284.679 I sched_reserve: CUDA_Host compute buffer size = 531.00 MiB
227
+ 2.16.284.680 I sched_reserve: graph nodes = 29701 (with bs=8192), 6502 (with bs=1)
228
+ 2.16.284.681 I sched_reserve: graph splits = 1832 (with bs=8192), 8 (with bs=1)
229
+ 2.16.284.682 I sched_reserve: reserve took 288.56 ms, sched copies = 4
230
+ 2.16.284.916 I cmn common_init_: warming up the model with an empty run - please wait ... (--no-warmup to disable)
231
+ 2.16.530.066 I
232
+ 2.16.530.181 I system_info: n_threads = 48 (n_threads_batch = 48) / 56 | CUDA : ARCHS = 1200 | USE_GRAPHS = 1 | BLACKWELL_NATIVE_FP4 = 1 | CPU : SSE3 = 1 | SSSE3 = 1 | AVX = 1 | AVX_VNNI = 1 | AVX2 = 1 | F16C = 1 | FMA = 1 | BMI2 = 1 | AVX512 = 1 | AVX512_VBMI = 1 | AVX512_VNNI = 1 | AVX512_BF16 = 1 | LLAMAFILE = 1 | OPENMP = 1 | REPACK = 1 |
233
+ 2.18.582.277 I kl_divergence: computing over 552 chunks, n_ctx=512, batch_size=8192, n_seq=16
234
+ 2.23.980.464 I kl_divergence: 5.40 seconds per pass - ETA 3.10 minutes
235
+
236
+ chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p
237
+ 1 3.5759 ± 0.5224 0.14476 ± 0.05006 0.16109 ± 0.02298 14.797 ± 1.495 % 89.020 ± 1.962 %
238
+ 2 3.8919 ± 0.4022 0.13085 ± 0.03126 0.14386 ± 0.01422 12.683 ± 1.011 % 87.843 ± 1.448 %
239
+ 3 3.0276 ± 0.2405 0.11887 ± 0.02556 0.15044 ± 0.01389 14.035 ± 0.965 % 89.150 ± 1.125 %
240
+ 4 2.8249 ± 0.1822 0.13808 ± 0.02400 0.18397 ± 0.01334 16.934 ± 0.852 % 87.941 ± 1.020 %
241
+ 5 2.6671 ± 0.1491 0.14871 ± 0.02125 0.19712 ± 0.01276 17.687 ± 0.778 % 87.686 ± 0.921 %
242
+ 6 2.6334 ± 0.1295 0.15104 ± 0.02123 0.23146 ± 0.01998 18.465 ± 0.692 % 86.797 ± 0.866 %
243
+ 7 2.8563 ± 0.1366 0.16047 ± 0.02002 0.23601 ± 0.01768 18.273 ± 0.622 % 85.882 ± 0.824 %
244
+ 8 3.1122 ± 0.1470 0.17251 ± 0.01960 0.25215 ± 0.01714 18.251 ± 0.579 % 85.049 ± 0.790 %
245
+ 9 3.1789 ± 0.1404 0.19172 ± 0.01873 0.25978 ± 0.01559 18.578 ± 0.536 % 84.314 ± 0.759 %
246
+ 10 3.1582 ± 0.1324 0.19684 ± 0.01775 0.26121 ± 0.01452 18.739 ± 0.514 % 84.275 ± 0.721 %
247
+ 11 3.2194 ± 0.1307 0.18229 ± 0.01685 0.26166 ± 0.01363 18.620 ± 0.492 % 84.135 ± 0.690 %
248
+ 12 3.4289 ± 0.1360 0.17458 ± 0.01566 0.24761 ± 0.01256 17.984 ± 0.469 % 84.412 ± 0.656 %
249
+ 13 3.4836 ± 0.1347 0.16438 ± 0.01521 0.24479 ± 0.01177 17.845 ± 0.452 % 84.404 ± 0.630 %
250
+ 14 3.5418 ± 0.1329 0.15605 ± 0.01429 0.23368 ± 0.01098 17.329 ± 0.434 % 84.706 ± 0.602 %
251
+ 15 3.7582 ± 0.1405 0.15019 ± 0.01361 0.22903 ± 0.01038 17.107 ± 0.423 % 84.654 ± 0.583 %
252
+ 16 3.6955 ± 0.1321 0.14101 ± 0.01284 0.21869 ± 0.00978 16.657 ± 0.409 % 85.221 ± 0.556 %
253
+ 17 3.8771 ± 0.1382 0.13302 ± 0.01234 0.21058 ± 0.00926 16.199 ± 0.397 % 85.213 ± 0.539 %
254
+ 18 3.9710 ± 0.1387 0.12593 ± 0.01184 0.20871 ± 0.00914 15.993 ± 0.388 % 85.316 ± 0.522 %
255
+ 19 3.8828 ± 0.1305 0.12986 ± 0.01155 0.20965 ± 0.00877 16.138 ± 0.378 % 85.304 ± 0.509 %
256
+ 20 3.8850 ± 0.1271 0.12976 ± 0.01125 0.20706 ± 0.00854 15.990 ± 0.373 % 85.529 ± 0.493 %
257
+ 21 4.0006 ± 0.1299 0.12533 ± 0.01088 0.20521 ± 0.00827 15.849 ± 0.366 % 85.509 ± 0.481 %
258
+ 22 3.9155 ± 0.1232 0.12439 ± 0.01050 0.20020 ± 0.00792 15.699 ± 0.357 % 85.633 ± 0.468 %
259
+ 23 3.8326 ± 0.1168 0.12271 ± 0.01012 0.19466 ± 0.00760 15.474 ± 0.347 % 85.934 ± 0.454 %
260
+ 24 3.8088 ± 0.1131 0.11838 ± 0.00980 0.19246 ± 0.00763 15.316 ± 0.341 % 86.193 ± 0.441 %
261
+ 25 3.6781 ± 0.1057 0.11672 ± 0.00959 0.18856 ± 0.00745 15.185 ± 0.335 % 86.478 ± 0.428 %
262
+ 26 3.6220 ± 0.1012 0.11448 ± 0.00932 0.18680 ± 0.00721 15.164 ± 0.328 % 86.425 ± 0.421 %
263
+ 27 3.7186 ± 0.1029 0.11471 ± 0.00910 0.18373 ± 0.00697 15.026 ± 0.321 % 86.376 ± 0.413 %
264
+ 28 3.7424 ± 0.1021 0.11414 ± 0.00896 0.18109 ± 0.00673 14.878 ± 0.314 % 86.471 ± 0.405 %
265
+ 29 3.7902 ± 0.1014 0.11125 ± 0.00871 0.17773 ± 0.00651 14.719 ± 0.307 % 86.477 ± 0.398 %
266
+ 30 3.8175 ± 0.1007 0.10839 ± 0.00847 0.17392 ± 0.00630 14.525 ± 0.302 % 86.523 ± 0.390 %
267
+ 31 3.8236 ± 0.0992 0.10720 ± 0.00825 0.17113 ± 0.00611 14.373 ± 0.296 % 86.667 ± 0.382 %
268
+ 32 3.8687 ± 0.0988 0.10556 ± 0.00807 0.16924 ± 0.00593 14.272 ± 0.291 % 86.716 ± 0.376 %
269
+ 33 3.9537 ± 0.1001 0.10468 ± 0.00789 0.16775 ± 0.00577 14.189 ± 0.286 % 86.583 ± 0.372 %
270
+ 34 4.0438 ± 0.1015 0.10259 ± 0.00772 0.16620 ± 0.00562 14.041 ± 0.281 % 86.436 ± 0.368 %
271
+ 35 4.1120 ± 0.1018 0.10020 ± 0.00756 0.16468 ± 0.00547 13.952 ± 0.276 % 86.398 ± 0.363 %
272
+ 36 4.1437 ± 0.1012 0.09702 ± 0.00741 0.16360 ± 0.00536 13.891 ± 0.272 % 86.394 ± 0.358 %
273
+ 37 4.2010 ± 0.1020 0.09584 ± 0.00730 0.16147 ± 0.00525 13.764 ± 0.269 % 86.518 ± 0.352 %
274
+ 38 4.2643 ± 0.1028 0.09369 ± 0.00714 0.15872 ± 0.00512 13.620 ± 0.265 % 86.656 ± 0.345 %
275
+ 39 4.2845 ± 0.1018 0.09228 ± 0.00698 0.15626 ± 0.00500 13.490 ± 0.261 % 86.777 ± 0.340 %
276
+ 40 4.3729 ± 0.1033 0.09054 ± 0.00686 0.15506 ± 0.00490 13.382 ± 0.257 % 86.814 ± 0.335 %
277
+ 41 4.3796 ± 0.1019 0.09042 ± 0.00687 0.15754 ± 0.00491 13.386 ± 0.253 % 86.619 ± 0.333 %
278
+ 42 4.3502 ± 0.0997 0.09101 ± 0.00676 0.15619 ± 0.00480 13.317 ± 0.249 % 86.676 ± 0.328 %
279
+ 43 4.3504 ± 0.0982 0.09075 ± 0.00663 0.15442 ± 0.00469 13.202 ± 0.246 % 86.685 ± 0.324 %
280
+ 44 4.4299 ± 0.0993 0.09052 ± 0.00658 0.15383 ± 0.00460 13.127 ± 0.243 % 86.676 ± 0.321 %
281
+ 45 4.4909 ± 0.0998 0.08895 ± 0.00647 0.15224 ± 0.00450 13.032 ± 0.240 % 86.710 ± 0.317 %
282
+ 46 4.4739 ± 0.0982 0.08780 ± 0.00637 0.15130 ± 0.00441 12.999 ± 0.237 % 86.735 ± 0.313 %
283
+ 47 4.4643 ± 0.0968 0.08977 ± 0.00632 0.15338 ± 0.00435 13.127 ± 0.234 % 86.558 ± 0.312 %
284
+ 48 4.4757 ± 0.0959 0.08947 ± 0.00626 0.15390 ± 0.00427 13.170 ± 0.230 % 86.462 ± 0.309 %
285
+ 49 4.5149 ± 0.0960 0.08830 ± 0.00617 0.15222 ± 0.00419 13.075 ± 0.227 % 86.523 ± 0.306 %
286
+ 50 4.5812 ± 0.0967 0.08778 ± 0.00606 0.15040 ± 0.00411 12.972 ± 0.225 % 86.549 ± 0.302 %
287
+ 51 4.6347 ± 0.0973 0.08778 ± 0.00598 0.14926 ± 0.00403 12.900 ± 0.222 % 86.651 ± 0.298 %
288
+ 52 4.6780 ± 0.0975 0.08727 ± 0.00590 0.14770 ± 0.00396 12.806 ± 0.220 % 86.621 ± 0.296 %
289
+ 53 4.7414 ± 0.0988 0.08819 ± 0.00585 0.14720 ± 0.00390 12.734 ± 0.217 % 86.585 ± 0.293 %
290
+ 54 4.7875 ± 0.0992 0.08927 ± 0.00579 0.14740 ± 0.00384 12.685 ± 0.215 % 86.529 ± 0.291 %
291
+ 55 4.8355 ± 0.0994 0.08807 ± 0.00572 0.14641 ± 0.00377 12.619 ± 0.213 % 86.496 ± 0.289 %
292
+ 56 4.8380 ± 0.0985 0.08680 ± 0.00566 0.14572 ± 0.00372 12.572 ± 0.211 % 86.485 ± 0.286 %
293
+ 57 4.8803 ± 0.0987 0.08653 ± 0.00559 0.14435 ± 0.00366 12.487 ± 0.208 % 86.515 ± 0.283 %
294
+ 58 4.8910 ± 0.0980 0.08597 ± 0.00553 0.14407 ± 0.00360 12.462 ± 0.207 % 86.498 ± 0.281 %
295
+ 59 4.9622 ± 0.0990 0.08665 ± 0.00548 0.14335 ± 0.00356 12.391 ± 0.205 % 86.594 ± 0.278 %
296
+ 60 5.0117 ± 0.0994 0.08617 ± 0.00540 0.14197 ± 0.00350 12.314 ± 0.202 % 86.667 ± 0.275 %
297
+ 61 5.1037 ± 0.1010 0.08268 ± 0.00548 0.14349 ± 0.00378 12.305 ± 0.202 % 86.647 ± 0.273 %
298
+ 62 5.1583 ± 0.1016 0.08160 ± 0.00541 0.14298 ± 0.00372 12.259 ± 0.200 % 86.635 ± 0.271 %
299
+ 63 5.2032 ± 0.1017 0.07986 ± 0.00536 0.14251 ± 0.00372 12.195 ± 0.198 % 86.648 ± 0.268 %
300
+ 64 5.2239 ± 0.1013 0.07897 ± 0.00531 0.14204 ± 0.00367 12.133 ± 0.196 % 86.734 ± 0.266 %
301
+ 65 5.2539 ± 0.1012 0.07782 ± 0.00527 0.14151 ± 0.00362 12.082 ± 0.194 % 86.721 ± 0.264 %
302
+ 66 5.2653 ± 0.1005 0.07699 ± 0.00520 0.14037 ± 0.00356 12.017 ± 0.193 % 86.786 ± 0.261 %
303
+ 67 5.2928 ± 0.1005 0.07708 ± 0.00516 0.14040 ± 0.00357 11.961 ± 0.191 % 86.807 ± 0.259 %
304
+ 68 5.3532 ± 0.1012 0.07744 ± 0.00511 0.13971 ± 0.00352 11.913 ± 0.189 % 86.822 ± 0.257 %
305
+ 69 5.3882 ± 0.1013 0.07432 ± 0.00514 0.14028 ± 0.00369 11.878 ± 0.188 % 86.831 ± 0.255 %
306
+ 70 5.4225 ± 0.1013 0.07478 ± 0.00512 0.14125 ± 0.00366 11.918 ± 0.187 % 86.751 ± 0.254 %
307
+ 71 5.4129 ± 0.1005 0.07370 ± 0.00512 0.14213 ± 0.00371 11.903 ± 0.186 % 86.750 ± 0.252 %
308
+ 72 5.4536 ± 0.1013 0.07353 ± 0.00514 0.14339 ± 0.00377 11.884 ± 0.185 % 86.748 ± 0.250 %
309
+ 73 5.4792 ± 0.1013 0.07283 ± 0.00509 0.14331 ± 0.00373 11.875 ± 0.185 % 86.742 ± 0.249 %
310
+ 74 5.4912 ± 0.1011 0.07321 ± 0.00507 0.14524 ± 0.00376 11.899 ± 0.184 % 86.688 ± 0.247 %
311
+ 75 5.3974 ± 0.0983 0.07358 ± 0.00507 0.14691 ± 0.00380 12.047 ± 0.184 % 86.698 ± 0.246 %
312
+ 76 5.3434 ± 0.0964 0.07542 ± 0.00509 0.14799 ± 0.00379 12.141 ± 0.183 % 86.692 ± 0.244 %
313
+ 77 5.3331 ± 0.0955 0.07685 ± 0.00507 0.14888 ± 0.00376 12.182 ± 0.181 % 86.606 ± 0.243 %
314
+ 78 5.3404 ± 0.0949 0.07703 ± 0.00504 0.14866 ± 0.00371 12.188 ± 0.179 % 86.611 ± 0.241 %
315
+ 79 5.3585 ± 0.0947 0.07721 ± 0.00499 0.14812 ± 0.00367 12.152 ± 0.177 % 86.607 ± 0.240 %
316
+ 80 5.3447 ± 0.0936 0.07744 ± 0.00495 0.14750 ± 0.00362 12.140 ± 0.176 % 86.598 ± 0.239 %
317
+ 81 5.3527 ± 0.0932 0.07694 ± 0.00490 0.14733 ± 0.00358 12.128 ± 0.174 % 86.565 ± 0.237 %
318
+ 82 5.3400 ± 0.0922 0.07740 ± 0.00486 0.14681 ± 0.00354 12.109 ± 0.173 % 86.557 ± 0.236 %
319
+ 83 5.3429 ± 0.0917 0.07750 ± 0.00485 0.14669 ± 0.00351 12.084 ± 0.171 % 86.567 ± 0.234 %
320
+ 84 5.3430 ± 0.0911 0.07699 ± 0.00481 0.14634 ± 0.00348 12.054 ± 0.170 % 86.555 ± 0.233 %
321
+ 85 5.3413 ± 0.0905 0.07655 ± 0.00478 0.14676 ± 0.00352 12.055 ± 0.169 % 86.556 ± 0.232 %
322
+ 86 5.3989 ± 0.0912 0.07631 ± 0.00474 0.14630 ± 0.00348 12.011 ± 0.168 % 86.539 ± 0.230 %
323
+ 87 5.4007 ± 0.0906 0.07633 ± 0.00471 0.14587 ± 0.00344 11.994 ± 0.166 % 86.545 ± 0.229 %
324
+ 88 5.4102 ± 0.0902 0.07667 ± 0.00467 0.14562 ± 0.00341 11.970 ± 0.165 % 86.537 ± 0.228 %
325
+ 89 5.4153 ± 0.0897 0.07691 ± 0.00464 0.14523 ± 0.00337 11.956 ± 0.164 % 86.561 ± 0.226 %
326
+ 90 5.4024 ± 0.0889 0.07662 ± 0.00460 0.14546 ± 0.00334 11.974 ± 0.163 % 86.488 ± 0.226 %
327
+ 91 5.3900 ± 0.0880 0.07647 ± 0.00456 0.14522 ± 0.00331 11.955 ± 0.161 % 86.507 ± 0.224 %
328
+ 92 5.3642 ± 0.0869 0.07698 ± 0.00452 0.14458 ± 0.00327 11.942 ± 0.160 % 86.522 ± 0.223 %
329
+ 93 5.3820 ± 0.0869 0.07778 ± 0.00454 0.14668 ± 0.00337 11.967 ± 0.160 % 86.477 ± 0.222 %
330
+ 94 5.3907 ± 0.0865 0.07849 ± 0.00455 0.14682 ± 0.00337 11.958 ± 0.159 % 86.508 ± 0.221 %
331
+ 95 5.4279 ± 0.0868 0.07932 ± 0.00452 0.14659 ± 0.00334 11.930 ± 0.158 % 86.506 ± 0.220 %
332
+ 96 5.4349 ± 0.0865 0.07938 ± 0.00448 0.14606 ± 0.00330 11.902 ± 0.158 % 86.503 ± 0.218 %
333
+ 97 5.4482 ± 0.0863 0.07925 ± 0.00448 0.14670 ± 0.00336 11.882 ± 0.157 % 86.517 ± 0.217 %
334
+ 98 5.4449 ± 0.0857 0.07937 ± 0.00445 0.14617 ± 0.00332 11.858 ± 0.156 % 86.503 ± 0.216 %
335
+ 99 5.4470 ± 0.0853 0.07930 ± 0.00443 0.14612 ± 0.00330 11.847 ± 0.155 % 86.524 ± 0.215 %
336
+ 100 5.4305 ± 0.0846 0.08006 ± 0.00442 0.14667 ± 0.00328 11.867 ± 0.155 % 86.514 ± 0.214 %
337
+ 101 5.5039 ± 0.0858 0.08117 ± 0.00439 0.14663 ± 0.00325 11.829 ± 0.154 % 86.504 ± 0.213 %
338
+ 102 5.5749 ± 0.0869 0.08175 ± 0.00440 0.14859 ± 0.00329 11.827 ± 0.153 % 86.390 ± 0.213 %
339
+ 103 5.6397 ± 0.0878 0.08125 ± 0.00437 0.14815 ± 0.00326 11.785 ± 0.152 % 86.381 ± 0.212 %
340
+ 104 5.6713 ± 0.0881 0.08078 ± 0.00435 0.14824 ± 0.00324 11.760 ± 0.151 % 86.388 ± 0.211 %
341
+ 105 5.7418 ± 0.0891 0.08079 ± 0.00432 0.14781 ± 0.00321 11.718 ± 0.150 % 86.401 ± 0.209 %
342
+ 106 5.7745 ± 0.0893 0.08118 ± 0.00430 0.14728 ± 0.00318 11.696 ± 0.150 % 86.393 ± 0.209 %
343
+ 107 5.7655 ± 0.0888 0.08147 ± 0.00433 0.14752 ± 0.00323 11.693 ± 0.150 % 86.414 ± 0.207 %
344
+ 108 5.8403 ± 0.0900 0.08051 ± 0.00433 0.14774 ± 0.00323 11.658 ± 0.149 % 86.354 ± 0.207 %
345
+ 109 5.8753 ± 0.0902 0.08002 ± 0.00429 0.14700 ± 0.00321 11.616 ± 0.148 % 86.364 ± 0.206 %
346
+ 110 5.8636 ± 0.0897 0.08060 ± 0.00427 0.14691 ± 0.00318 11.629 ± 0.147 % 86.392 ± 0.205 %
347
+ 111 5.8154 ± 0.0883 0.08219 ± 0.00425 0.14791 ± 0.00317 11.714 ± 0.147 % 86.370 ± 0.204 %
348
+ 112 5.7857 ± 0.0873 0.08341 ± 0.00424 0.14804 ± 0.00315 11.733 ± 0.146 % 86.373 ± 0.203 %
349
+ 113 5.7541 ± 0.0865 0.08415 ± 0.00428 0.14928 ± 0.00321 11.784 ± 0.146 % 86.375 ± 0.202 %
350
+ 114 5.7333 ± 0.0858 0.08550 ± 0.00428 0.14969 ± 0.00318 11.832 ± 0.145 % 86.350 ± 0.201 %
351
+ 115 5.6984 ± 0.0848 0.08606 ± 0.00426 0.14950 ± 0.00316 11.851 ± 0.144 % 86.373 ± 0.200 %
352
+ 116 5.6777 ± 0.0840 0.08616 ± 0.00423 0.14933 ± 0.00313 11.850 ± 0.143 % 86.369 ± 0.200 %
353
+ 117 5.6540 ± 0.0832 0.08649 ± 0.00421 0.14889 ± 0.00311 11.851 ± 0.143 % 86.368 ± 0.199 %
354
+ 118 5.6141 ± 0.0821 0.08713 ± 0.00419 0.14890 ± 0.00309 11.880 ± 0.142 % 86.378 ± 0.198 %
355
+ 119 5.5761 ± 0.0811 0.08744 ± 0.00418 0.14934 ± 0.00307 11.947 ± 0.141 % 86.373 ± 0.197 %
356
+ 120 5.5498 ± 0.0803 0.08731 ± 0.00417 0.14963 ± 0.00305 11.981 ± 0.141 % 86.376 ± 0.196 %
357
+ 121 5.5180 ± 0.0794 0.08799 ± 0.00416 0.14992 ± 0.00303 12.012 ± 0.140 % 86.375 ± 0.195 %
358
+ 122 5.4745 ± 0.0782 0.08806 ± 0.00413 0.14952 ± 0.00301 12.012 ± 0.139 % 86.410 ± 0.194 %
359
+ 123 5.4425 ± 0.0774 0.08812 ± 0.00412 0.14936 ± 0.00299 12.033 ± 0.139 % 86.434 ± 0.193 %
360
+ 124 5.4046 ± 0.0764 0.08814 ± 0.00410 0.14948 ± 0.00297 12.073 ± 0.139 % 86.429 ± 0.193 %
361
+ 125 5.3763 ± 0.0756 0.08835 ± 0.00410 0.14988 ± 0.00298 12.102 ± 0.138 % 86.441 ± 0.192 %
362
+ 126 5.3724 ± 0.0753 0.08911 ± 0.00410 0.15077 ± 0.00299 12.148 ± 0.138 % 86.421 ± 0.191 %
363
+ 127 5.3656 ± 0.0748 0.08876 ± 0.00407 0.15054 ± 0.00296 12.140 ± 0.137 % 86.438 ± 0.190 %
364
+ 128 5.3561 ± 0.0743 0.08943 ± 0.00406 0.15084 ± 0.00295 12.167 ± 0.137 % 86.397 ± 0.190 %
365
+ 129 5.3360 ± 0.0736 0.09007 ± 0.00405 0.15106 ± 0.00293 12.209 ± 0.137 % 86.390 ± 0.189 %
366
+ 130 5.3337 ± 0.0733 0.08976 ± 0.00402 0.15062 ± 0.00291 12.189 ± 0.136 % 86.404 ± 0.188 %
367
+ 131 5.3378 ± 0.0730 0.08903 ± 0.00400 0.15006 ± 0.00289 12.167 ± 0.136 % 86.424 ± 0.187 %
368
+ 132 5.3476 ± 0.0729 0.08900 ± 0.00399 0.14990 ± 0.00287 12.160 ± 0.135 % 86.429 ± 0.187 %
369
+ 133 5.3251 ± 0.0723 0.09002 ± 0.00398 0.15062 ± 0.00286 12.237 ± 0.135 % 86.416 ± 0.186 %
370
+ 134 5.3122 ± 0.0717 0.09139 ± 0.00398 0.15131 ± 0.00284 12.294 ± 0.134 % 86.392 ± 0.185 %
371
+ 135 5.2898 ± 0.0711 0.09114 ± 0.00397 0.15183 ± 0.00283 12.333 ± 0.134 % 86.382 ± 0.185 %
372
+ 136 5.2725 ± 0.0705 0.09092 ± 0.00396 0.15245 ± 0.00282 12.383 ± 0.134 % 86.352 ± 0.184 %
373
+ 137 5.2632 ± 0.0701 0.09108 ± 0.00395 0.15251 ± 0.00280 12.396 ± 0.133 % 86.346 ± 0.184 %
374
+ 138 5.2371 ± 0.0693 0.09062 ± 0.00392 0.15185 ± 0.00278 12.371 ± 0.133 % 86.371 ± 0.183 %
375
+ 139 5.2304 ± 0.0689 0.09041 ± 0.00390 0.15149 ± 0.00277 12.354 ± 0.132 % 86.404 ± 0.182 %
376
+ 140 5.2104 ± 0.0683 0.09013 ± 0.00388 0.15083 ± 0.00275 12.327 ± 0.132 % 86.451 ± 0.181 %
377
+ 141 5.2075 ± 0.0680 0.08975 ± 0.00386 0.15061 ± 0.00275 12.320 ± 0.132 % 86.503 ± 0.180 %
378
+ 142 5.1931 ± 0.0676 0.09027 ± 0.00386 0.15137 ± 0.00279 12.333 ± 0.132 % 86.493 ± 0.180 %
379
+ 143 5.1802 ± 0.0671 0.09083 ± 0.00387 0.15284 ± 0.00285 12.387 ± 0.133 % 86.494 ± 0.179 %
380
+ 144 5.1646 ± 0.0667 0.09098 ± 0.00386 0.15277 ± 0.00283 12.384 ± 0.132 % 86.511 ± 0.178 %
381
+ 145 5.1540 ± 0.0662 0.09089 ± 0.00383 0.15239 ± 0.00282 12.385 ± 0.132 % 86.531 ± 0.178 %
382
+ 146 5.1422 ± 0.0658 0.09042 ± 0.00382 0.15241 ± 0.00282 12.374 ± 0.131 % 86.546 ± 0.177 %
383
+ 147 5.1295 ± 0.0654 0.09023 ± 0.00381 0.15247 ± 0.00284 12.385 ± 0.131 % 86.571 ± 0.176 %
384
+ 148 5.0997 ± 0.0647 0.09007 ± 0.00379 0.15187 ± 0.00282 12.372 ± 0.131 % 86.627 ± 0.175 %
385
+ 149 5.0860 ± 0.0642 0.09013 ± 0.00377 0.15158 ± 0.00280 12.367 ± 0.130 % 86.635 ± 0.175 %
386
+ 150 5.0714 ± 0.0637 0.08987 ± 0.00375 0.15112 ± 0.00279 12.347 ± 0.130 % 86.651 ± 0.174 %
387
+ 151 5.0599 ± 0.0633 0.08924 ± 0.00374 0.15148 ± 0.00281 12.351 ± 0.130 % 86.677 ± 0.173 %
388
+ 152 5.0516 ± 0.0629 0.08941 ± 0.00372 0.15112 ± 0.00280 12.347 ± 0.129 % 86.677 ± 0.173 %
389
+ 153 5.0487 ± 0.0627 0.08931 ± 0.00371 0.15078 ± 0.00278 12.333 ± 0.129 % 86.679 ± 0.172 %
390
+ 154 5.0444 ± 0.0624 0.08937 ± 0.00371 0.15090 ± 0.00278 12.317 ± 0.129 % 86.682 ± 0.171 %
391
+ 155 5.0490 ± 0.0622 0.08921 ± 0.00369 0.15055 ± 0.00277 12.298 ± 0.128 % 86.672 ± 0.171 %
392
+ 156 5.0515 ± 0.0622 0.08952 ± 0.00368 0.15014 ± 0.00275 12.281 ± 0.128 % 86.699 ± 0.170 %
393
+ 157 5.0512 ± 0.0619 0.08976 ± 0.00367 0.15026 ± 0.00274 12.287 ± 0.127 % 86.697 ± 0.170 %
394
+ 158 5.0552 ± 0.0618 0.08980 ± 0.00365 0.15006 ± 0.00272 12.281 ± 0.127 % 86.684 ± 0.169 %
395
+ 159 5.0653 ± 0.0618 0.08929 ± 0.00364 0.15037 ± 0.00272 12.274 ± 0.127 % 86.681 ± 0.169 %
396
+ 160 5.0788 ± 0.0618 0.08907 ± 0.00363 0.15007 ± 0.00270 12.252 ± 0.126 % 86.691 ± 0.168 %
397
+ 161 5.0852 ± 0.0617 0.08923 ± 0.00362 0.15007 ± 0.00269 12.253 ± 0.126 % 86.684 ± 0.168 %
398
+ 162 5.1176 ± 0.0620 0.08883 ± 0.00360 0.14962 ± 0.00267 12.232 ± 0.125 % 86.684 ± 0.167 %
399
+ 163 5.1468 ± 0.0623 0.08866 ± 0.00358 0.14938 ± 0.00266 12.212 ± 0.125 % 86.669 ± 0.167 %
400
+ 164 5.1736 ± 0.0625 0.08827 ± 0.00357 0.14910 ± 0.00264 12.184 ± 0.124 % 86.633 ± 0.166 %
401
+ 165 5.2142 ± 0.0629 0.08816 ± 0.00355 0.14887 ± 0.00263 12.163 ± 0.124 % 86.617 ± 0.166 %
402
+ 166 5.2447 ± 0.0632 0.08792 ± 0.00354 0.14881 ± 0.00261 12.138 ± 0.123 % 86.622 ± 0.165 %
403
+ 167 5.2813 ± 0.0637 0.08782 ± 0.00353 0.14890 ± 0.00261 12.113 ± 0.123 % 86.601 ± 0.165 %
404
+ 168 5.3129 ± 0.0640 0.08764 ± 0.00352 0.14884 ± 0.00259 12.098 ± 0.122 % 86.590 ± 0.165 %
405
+ 169 5.3240 ± 0.0641 0.08748 ± 0.00351 0.14874 ± 0.00258 12.093 ± 0.122 % 86.590 ± 0.164 %
406
+ 170 5.3134 ± 0.0637 0.08749 ± 0.00350 0.14957 ± 0.00258 12.150 ± 0.122 % 86.567 ± 0.164 %
407
+ 171 5.2960 ± 0.0633 0.08738 ± 0.00351 0.15052 ± 0.00261 12.201 ± 0.121 % 86.547 ± 0.163 %
408
+ 172 5.3087 ± 0.0633 0.08739 ± 0.00349 0.15054 ± 0.00259 12.196 ± 0.121 % 86.525 ± 0.163 %
409
+ 173 5.2921 ± 0.0628 0.08767 ± 0.00348 0.15075 ± 0.00258 12.218 ± 0.121 % 86.517 ± 0.163 %
410
+ 174 5.2982 ± 0.0627 0.08822 ± 0.00348 0.15067 ± 0.00257 12.215 ± 0.120 % 86.529 ± 0.162 %
411
+ 175 5.2943 ± 0.0624 0.08871 ± 0.00347 0.15072 ± 0.00256 12.230 ± 0.120 % 86.532 ± 0.162 %
412
+ 176 5.2976 ± 0.0623 0.08882 ± 0.00345 0.15046 ± 0.00255 12.215 ± 0.120 % 86.529 ± 0.161 %
413
+ 177 5.2986 ± 0.0621 0.08898 ± 0.00344 0.15029 ± 0.00253 12.223 ± 0.120 % 86.529 ± 0.161 %
414
+ 178 5.3043 ± 0.0620 0.08865 ± 0.00343 0.15011 ± 0.00252 12.206 ± 0.119 % 86.537 ± 0.160 %
415
+ 179 5.3343 ± 0.0623 0.08792 ± 0.00342 0.14991 ± 0.00251 12.189 ± 0.119 % 86.546 ± 0.160 %
416
+ 180 5.3599 ± 0.0625 0.08783 ± 0.00341 0.14979 ± 0.00250 12.181 ± 0.119 % 86.545 ± 0.159 %
417
+ 181 5.3795 ± 0.0626 0.08725 ± 0.00340 0.14949 ± 0.00249 12.156 ± 0.118 % 86.532 ± 0.159 %
418
+ 182 5.3906 ± 0.0627 0.08728 ± 0.00340 0.14912 ± 0.00248 12.129 ± 0.118 % 86.540 ± 0.158 %
419
+ 183 5.4208 ± 0.0630 0.08691 ± 0.00339 0.14918 ± 0.00247 12.121 ± 0.118 % 86.506 ± 0.158 %
420
+ 184 5.4551 ± 0.0633 0.08643 ± 0.00338 0.14913 ± 0.00246 12.105 ± 0.117 % 86.490 ± 0.158 %
421
+ 185 5.4845 ± 0.0636 0.08647 ± 0.00336 0.14904 ± 0.00245 12.081 ± 0.117 % 86.501 ± 0.157 %
422
+ 186 5.5041 ± 0.0637 0.08617 ± 0.00335 0.14891 ± 0.00244 12.062 ± 0.117 % 86.492 ± 0.157 %
423
+ 187 5.5170 ± 0.0638 0.08600 ± 0.00334 0.14874 ± 0.00242 12.044 ± 0.116 % 86.488 ± 0.157 %
424
+ 188 5.5242 ± 0.0637 0.08608 ± 0.00333 0.14871 ± 0.00242 12.028 ± 0.116 % 86.514 ± 0.156 %
425
+ 189 5.5161 ± 0.0634 0.08574 ± 0.00331 0.14821 ± 0.00241 12.013 ± 0.115 % 86.528 ± 0.156 %
426
+ 190 5.5135 ± 0.0633 0.08598 ± 0.00330 0.14790 ± 0.00240 11.998 ± 0.115 % 86.537 ± 0.155 %
427
+ 191 5.5081 ± 0.0630 0.08617 ± 0.00330 0.14804 ± 0.00240 11.991 ± 0.115 % 86.558 ± 0.155 %
428
+ 192 5.5353 ± 0.0632 0.08607 ± 0.00329 0.14788 ± 0.00239 11.974 ± 0.115 % 86.546 ± 0.154 %
429
+ 193 5.5575 ± 0.0634 0.08532 ± 0.00328 0.14793 ± 0.00239 11.960 ± 0.114 % 86.524 ± 0.154 %
430
+ 194 5.5780 ± 0.0635 0.08499 ± 0.00327 0.14765 ± 0.00239 11.934 ± 0.114 % 86.539 ± 0.153 %
431
+ 195 5.5764 ± 0.0633 0.08455 ± 0.00326 0.14748 ± 0.00239 11.923 ± 0.114 % 86.566 ± 0.153 %
432
+ 196 5.5894 ± 0.0633 0.08432 ± 0.00324 0.14730 ± 0.00238 11.904 ± 0.114 % 86.581 ± 0.152 %
433
+ 197 5.5779 ± 0.0630 0.08446 ± 0.00323 0.14702 ± 0.00237 11.890 ± 0.113 % 86.601 ± 0.152 %
434
+ 198 5.6102 ± 0.0634 0.08488 ± 0.00323 0.14736 ± 0.00238 11.868 ± 0.113 % 86.591 ± 0.152 %
435
+ 199 5.5830 ± 0.0629 0.08480 ± 0.00322 0.14730 ± 0.00237 11.904 ± 0.113 % 86.610 ± 0.151 %
436
+ 200 5.5711 ± 0.0625 0.08455 ± 0.00321 0.14701 ± 0.00235 11.895 ± 0.112 % 86.612 ± 0.151 %
437
+ 201 5.5573 ± 0.0622 0.08454 ± 0.00320 0.14675 ± 0.00234 11.897 ± 0.112 % 86.622 ± 0.150 %
438
+ 202 5.5386 ± 0.0617 0.08476 ± 0.00319 0.14677 ± 0.00234 11.929 ± 0.112 % 86.634 ± 0.150 %
439
+ 203 5.5297 ± 0.0615 0.08460 ± 0.00318 0.14649 ± 0.00233 11.911 ± 0.112 % 86.651 ± 0.149 %
440
+ 204 5.5197 ± 0.0611 0.08486 ± 0.00317 0.14645 ± 0.00232 11.913 ± 0.112 % 86.628 ± 0.149 %
441
+ 205 5.5148 ± 0.0609 0.08485 ± 0.00316 0.14649 ± 0.00231 11.915 ± 0.111 % 86.602 ± 0.149 %
442
+ 206 5.5117 ± 0.0607 0.08497 ± 0.00315 0.14646 ± 0.00230 11.909 ± 0.111 % 86.596 ± 0.149 %
443
+ 207 5.4977 ± 0.0603 0.08498 ± 0.00314 0.14630 ± 0.00229 11.902 ± 0.110 % 86.581 ± 0.148 %
444
+ 208 5.4733 ± 0.0598 0.08480 ± 0.00312 0.14599 ± 0.00228 11.892 ± 0.110 % 86.610 ± 0.148 %
445
+ 209 5.4625 ± 0.0595 0.08483 ± 0.00312 0.14608 ± 0.00227 11.913 ± 0.110 % 86.608 ± 0.148 %
446
+ 210 5.4519 ± 0.0593 0.08510 ± 0.00311 0.14632 ± 0.00226 11.926 ± 0.109 % 86.603 ± 0.147 %
447
+ 211 5.4354 ± 0.0589 0.08496 ± 0.00312 0.14703 ± 0.00233 11.947 ± 0.109 % 86.583 ± 0.147 %
448
+ 212 5.4341 ± 0.0587 0.08488 ± 0.00311 0.14677 ± 0.00232 11.931 ± 0.109 % 86.589 ± 0.147 %
449
+ 213 5.4208 ± 0.0584 0.08514 ± 0.00310 0.14665 ± 0.00231 11.936 ± 0.109 % 86.602 ± 0.146 %
450
+ 214 5.3964 ± 0.0579 0.08554 ± 0.00309 0.14669 ± 0.00230 11.958 ± 0.108 % 86.603 ± 0.146 %
451
+ 215 5.3777 ± 0.0575 0.08554 ± 0.00308 0.14677 ± 0.00231 11.962 ± 0.108 % 86.601 ± 0.145 %
452
+ 216 5.3666 ± 0.0572 0.08539 ± 0.00308 0.14671 ± 0.00230 11.959 ± 0.108 % 86.594 ± 0.145 %
453
+ 217 5.3492 ± 0.0568 0.08533 ± 0.00307 0.14642 ± 0.00229 11.948 ± 0.107 % 86.605 ± 0.145 %
454
+ 218 5.3351 ± 0.0565 0.08514 ± 0.00305 0.14621 ± 0.00228 11.940 ± 0.107 % 86.595 ± 0.145 %
455
+ 219 5.3263 ± 0.0562 0.08505 ± 0.00305 0.14603 ± 0.00227 11.933 ± 0.107 % 86.591 ± 0.144 %
456
+ 220 5.3122 ± 0.0559 0.08520 ± 0.00304 0.14642 ± 0.00226 11.981 ± 0.107 % 86.560 ± 0.144 %
457
+ 221 5.3071 ± 0.0557 0.08514 ± 0.00303 0.14617 ± 0.00225 11.969 ± 0.106 % 86.553 ± 0.144 %
458
+ 222 5.2918 ± 0.0554 0.08532 ± 0.00302 0.14587 ± 0.00224 11.966 ± 0.106 % 86.568 ± 0.143 %
459
+ 223 5.2830 ± 0.0551 0.08511 ± 0.00301 0.14591 ± 0.00223 11.973 ± 0.106 % 86.570 ± 0.143 %
460
+ 224 5.2806 ± 0.0550 0.08502 ± 0.00300 0.14554 ± 0.00222 11.955 ± 0.105 % 86.586 ± 0.143 %
461
+ 225 5.2743 ± 0.0548 0.08479 ± 0.00299 0.14522 ± 0.00221 11.939 ± 0.105 % 86.606 ± 0.142 %
462
+ 226 5.2758 ± 0.0546 0.08443 ± 0.00298 0.14477 ± 0.00220 11.917 ± 0.105 % 86.628 ± 0.142 %
463
+ 227 5.2859 ± 0.0547 0.08435 ± 0.00297 0.14447 ± 0.00220 11.899 ± 0.105 % 86.644 ± 0.141 %
464
+ 228 5.2917 ± 0.0546 0.08421 ± 0.00296 0.14417 ± 0.00219 11.885 ± 0.104 % 86.656 ± 0.141 %
465
+ 229 5.2742 ± 0.0543 0.08486 ± 0.00295 0.14452 ± 0.00218 11.930 ± 0.104 % 86.641 ± 0.141 %
466
+ 230 5.2759 ± 0.0542 0.08520 ± 0.00296 0.14524 ± 0.00220 11.948 ± 0.104 % 86.624 ± 0.141 %
467
+ 231 5.2739 ± 0.0541 0.08540 ± 0.00296 0.14524 ± 0.00219 11.946 ± 0.104 % 86.616 ± 0.140 %
468
+ 232 5.2887 ± 0.0542 0.08564 ± 0.00295 0.14531 ± 0.00218 11.941 ± 0.103 % 86.587 ± 0.140 %
469
+ 233 5.3065 ± 0.0543 0.08569 ± 0.00294 0.14526 ± 0.00218 11.926 ± 0.103 % 86.598 ± 0.140 %
470
+ 234 5.3177 ± 0.0543 0.08556 ± 0.00294 0.14503 ± 0.00217 11.910 ± 0.103 % 86.598 ± 0.139 %
471
+ 235 5.3300 ± 0.0544 0.08570 ± 0.00294 0.14507 ± 0.00218 11.900 ± 0.103 % 86.598 ± 0.139 %
472
+ 236 5.3463 ± 0.0545 0.08550 ± 0.00293 0.14502 ± 0.00217 11.889 ± 0.102 % 86.589 ± 0.139 %
473
+ 237 5.3593 ± 0.0545 0.08502 ± 0.00292 0.14468 ± 0.00216 11.871 ± 0.102 % 86.597 ± 0.139 %
474
+ 238 5.3711 ± 0.0546 0.08511 ± 0.00291 0.14439 ± 0.00215 11.850 ± 0.102 % 86.614 ± 0.138 %
475
+ 239 5.3897 ± 0.0547 0.08490 ± 0.00291 0.14427 ± 0.00215 11.835 ± 0.102 % 86.609 ± 0.138 %
476
+ 240 5.4157 ± 0.0550 0.08416 ± 0.00290 0.14400 ± 0.00214 11.814 ± 0.101 % 86.605 ± 0.138 %
477
+ 241 5.4320 ± 0.0551 0.08391 ± 0.00289 0.14377 ± 0.00213 11.794 ± 0.101 % 86.611 ± 0.137 %
478
+ 242 5.4330 ± 0.0550 0.08367 ± 0.00288 0.14350 ± 0.00212 11.780 ± 0.101 % 86.626 ± 0.137 %
479
+ 243 5.4417 ± 0.0550 0.08343 ± 0.00287 0.14349 ± 0.00212 11.770 ± 0.101 % 86.631 ± 0.137 %
480
+ 244 5.4397 ± 0.0549 0.08393 ± 0.00287 0.14343 ± 0.00211 11.770 ± 0.101 % 86.636 ± 0.136 %
481
+ 245 5.4214 ± 0.0546 0.08430 ± 0.00286 0.14343 ± 0.00210 11.773 ± 0.100 % 86.651 ± 0.136 %
482
+ 246 5.4124 ± 0.0544 0.08469 ± 0.00286 0.14386 ± 0.00211 11.802 ± 0.100 % 86.641 ± 0.136 %
483
+ 247 5.4029 ± 0.0542 0.08461 ± 0.00286 0.14380 ± 0.00211 11.795 ± 0.100 % 86.646 ± 0.136 %
484
+ 248 5.4002 ± 0.0541 0.08447 ± 0.00285 0.14378 ± 0.00210 11.795 ± 0.100 % 86.633 ± 0.135 %
485
+ 249 5.4011 ± 0.0539 0.08425 ± 0.00284 0.14357 ± 0.00210 11.783 ± 0.099 % 86.645 ± 0.135 %
486
+ 250 5.4070 ± 0.0539 0.08407 ± 0.00284 0.14351 ± 0.00210 11.774 ± 0.099 % 86.651 ± 0.135 %
487
+ 251 5.4058 ± 0.0538 0.08398 ± 0.00283 0.14342 ± 0.00209 11.772 ± 0.099 % 86.649 ± 0.134 %
488
+ 252 5.4047 ± 0.0536 0.08381 ± 0.00282 0.14333 ± 0.00208 11.762 ± 0.099 % 86.646 ± 0.134 %
489
+ 253 5.4031 ± 0.0535 0.08383 ± 0.00282 0.14335 ± 0.00208 11.766 ± 0.099 % 86.650 ± 0.134 %
490
+ 254 5.4118 ± 0.0535 0.08409 ± 0.00281 0.14364 ± 0.00208 11.765 ± 0.098 % 86.642 ± 0.134 %
491
+ 255 5.4079 ± 0.0534 0.08385 ± 0.00281 0.14358 ± 0.00207 11.766 ± 0.098 % 86.639 ± 0.133 %
492
+ 256 5.4021 ± 0.0532 0.08373 ± 0.00280 0.14334 ± 0.00206 11.763 ± 0.098 % 86.654 ± 0.133 %
493
+ 257 5.3979 ± 0.0531 0.08357 ± 0.00279 0.14321 ± 0.00206 11.750 ± 0.098 % 86.651 ± 0.133 %
494
+ 258 5.3970 ± 0.0530 0.08393 ± 0.00279 0.14352 ± 0.00205 11.749 ± 0.097 % 86.644 ± 0.133 %
495
+ 259 5.3940 ± 0.0528 0.08393 ± 0.00279 0.14375 ± 0.00207 11.758 ± 0.097 % 86.644 ± 0.132 %
496
+ 260 5.3967 ± 0.0528 0.08409 ± 0.00278 0.14386 ± 0.00206 11.757 ± 0.097 % 86.646 ± 0.132 %
497
+ 261 5.3893 ± 0.0526 0.08377 ± 0.00278 0.14407 ± 0.00208 11.760 ± 0.097 % 86.653 ± 0.132 %
498
+ 262 5.3900 ± 0.0524 0.08344 ± 0.00277 0.14386 ± 0.00207 11.753 ± 0.097 % 86.661 ± 0.132 %
499
+ 263 5.3858 ± 0.0523 0.08339 ± 0.00276 0.14373 ± 0.00206 11.744 ± 0.097 % 86.662 ± 0.131 %
500
+ 264 5.3852 ± 0.0521 0.08331 ± 0.00277 0.14400 ± 0.00206 11.742 ± 0.096 % 86.659 ± 0.131 %
501
+ 265 5.3817 ± 0.0520 0.08336 ± 0.00276 0.14443 ± 0.00206 11.763 ± 0.096 % 86.652 ± 0.131 %
502
+ 266 5.3803 ± 0.0519 0.08352 ± 0.00278 0.14553 ± 0.00210 11.769 ± 0.096 % 86.656 ± 0.131 %
503
+ 267 5.3844 ± 0.0519 0.08371 ± 0.00278 0.14607 ± 0.00211 11.774 ± 0.096 % 86.646 ± 0.130 %
504
+ 268 5.3653 ± 0.0516 0.08357 ± 0.00277 0.14581 ± 0.00210 11.766 ± 0.096 % 86.678 ± 0.130 %
505
+ 269 5.3536 ± 0.0514 0.08396 ± 0.00277 0.14615 ± 0.00209 11.813 ± 0.096 % 86.672 ± 0.130 %
506
+ 270 5.3534 ± 0.0513 0.08387 ± 0.00276 0.14596 ± 0.00209 11.805 ± 0.096 % 86.658 ± 0.130 %
507
+ 271 5.3495 ± 0.0511 0.08361 ± 0.00275 0.14586 ± 0.00208 11.803 ± 0.096 % 86.672 ± 0.129 %
508
+ 272 5.3417 ± 0.0509 0.08367 ± 0.00275 0.14578 ± 0.00207 11.809 ± 0.095 % 86.678 ± 0.129 %
509
+ 273 5.3483 ± 0.0509 0.08340 ± 0.00274 0.14581 ± 0.00207 11.802 ± 0.095 % 86.675 ± 0.129 %
510
+ 274 5.3608 ± 0.0510 0.08337 ± 0.00273 0.14566 ± 0.00206 11.791 ± 0.095 % 86.685 ± 0.129 %
511
+ 275 5.3725 ± 0.0511 0.08327 ± 0.00273 0.14547 ± 0.00206 11.776 ± 0.095 % 86.691 ± 0.128 %
512
+ 276 5.3874 ± 0.0512 0.08297 ± 0.00273 0.14559 ± 0.00206 11.777 ± 0.095 % 86.679 ± 0.128 %
513
+ 277 5.3991 ± 0.0512 0.08245 ± 0.00272 0.14573 ± 0.00205 11.766 ± 0.094 % 86.681 ± 0.128 %
514
+ 278 5.4082 ± 0.0513 0.08242 ± 0.00271 0.14559 ± 0.00204 11.755 ± 0.094 % 86.674 ± 0.128 %
515
+ 279 5.4202 ± 0.0513 0.08232 ± 0.00271 0.14568 ± 0.00204 11.757 ± 0.094 % 86.668 ± 0.127 %
516
+ 280 5.4270 ± 0.0513 0.08243 ± 0.00271 0.14568 ± 0.00204 11.751 ± 0.094 % 86.676 ± 0.127 %
517
+ 281 5.4460 ± 0.0514 0.08240 ± 0.00271 0.14572 ± 0.00204 11.738 ± 0.094 % 86.676 ± 0.127 %
518
+ 282 5.4434 ± 0.0513 0.08222 ± 0.00270 0.14583 ± 0.00204 11.732 ± 0.094 % 86.685 ± 0.127 %
519
+ 283 5.4500 ± 0.0513 0.08197 ± 0.00270 0.14584 ± 0.00203 11.726 ± 0.093 % 86.694 ± 0.126 %
520
+ 284 5.4563 ± 0.0513 0.08188 ± 0.00269 0.14586 ± 0.00203 11.717 ± 0.093 % 86.700 ± 0.126 %
521
+ 285 5.4563 ± 0.0512 0.08172 ± 0.00269 0.14562 ± 0.00202 11.708 ± 0.093 % 86.698 ± 0.126 %
522
+ 286 5.4510 ± 0.0510 0.08172 ± 0.00268 0.14559 ± 0.00202 11.706 ± 0.093 % 86.691 ± 0.126 %
523
+ 287 5.4484 ± 0.0509 0.08151 ± 0.00267 0.14534 ± 0.00201 11.695 ± 0.093 % 86.706 ± 0.125 %
524
+ 288 5.4591 ± 0.0509 0.08116 ± 0.00267 0.14513 ± 0.00200 11.686 ± 0.093 % 86.708 ± 0.125 %
525
+ 289 5.4702 ± 0.0510 0.08087 ± 0.00266 0.14521 ± 0.00201 11.679 ± 0.092 % 86.707 ± 0.125 %
526
+ 290 5.4720 ± 0.0509 0.08072 ± 0.00265 0.14500 ± 0.00200 11.670 ± 0.092 % 86.713 ± 0.125 %
527
+ 291 5.4799 ± 0.0509 0.08092 ± 0.00265 0.14520 ± 0.00200 11.671 ± 0.092 % 86.704 ± 0.125 %
528
+ 292 5.4830 ± 0.0508 0.08074 ± 0.00264 0.14497 ± 0.00199 11.657 ± 0.092 % 86.723 ± 0.124 %
529
+ 293 5.4872 ± 0.0508 0.08062 ± 0.00264 0.14476 ± 0.00199 11.643 ± 0.092 % 86.732 ± 0.124 %
530
+ 294 5.4913 ± 0.0507 0.08029 ± 0.00263 0.14440 ± 0.00198 11.627 ± 0.092 % 86.737 ± 0.124 %
531
+ 295 5.4973 ± 0.0507 0.08011 ± 0.00262 0.14417 ± 0.00197 11.614 ± 0.091 % 86.737 ± 0.124 %
532
+ 296 5.5004 ± 0.0506 0.07984 ± 0.00262 0.14391 ± 0.00197 11.603 ± 0.091 % 86.753 ± 0.123 %
533
+ 297 5.5074 ± 0.0506 0.07971 ± 0.00261 0.14363 ± 0.00196 11.588 ± 0.091 % 86.759 ± 0.123 %
534
+ 298 5.5066 ± 0.0505 0.07958 ± 0.00260 0.14348 ± 0.00195 11.584 ± 0.091 % 86.763 ± 0.123 %
535
+ 299 5.5091 ± 0.0504 0.07950 ± 0.00260 0.14320 ± 0.00195 11.570 ± 0.091 % 86.773 ± 0.123 %
536
+ 300 5.5208 ± 0.0505 0.07950 ± 0.00259 0.14328 ± 0.00194 11.561 ± 0.091 % 86.766 ± 0.123 %
537
+ 301 5.5274 ± 0.0505 0.07926 ± 0.00259 0.14307 ± 0.00194 11.548 ± 0.090 % 86.766 ± 0.122 %
538
+ 302 5.5258 ± 0.0504 0.07922 ± 0.00258 0.14308 ± 0.00193 11.546 ± 0.090 % 86.765 ± 0.122 %
539
+ 303 5.5255 ± 0.0503 0.07958 ± 0.00258 0.14324 ± 0.00193 11.565 ± 0.090 % 86.768 ± 0.122 %
540
+ 304 5.5118 ± 0.0500 0.07986 ± 0.00258 0.14380 ± 0.00194 11.588 ± 0.090 % 86.765 ± 0.122 %
541
+ 305 5.5118 ± 0.0500 0.07967 ± 0.00258 0.14372 ± 0.00194 11.585 ± 0.090 % 86.764 ± 0.122 %
542
+ 306 5.5119 ± 0.0499 0.07964 ± 0.00257 0.14366 ± 0.00193 11.582 ± 0.090 % 86.760 ± 0.121 %
543
+ 307 5.5220 ± 0.0499 0.07958 ± 0.00257 0.14356 ± 0.00192 11.576 ± 0.089 % 86.762 ± 0.121 %
544
+ 308 5.5353 ± 0.0500 0.07951 ± 0.00256 0.14332 ± 0.00192 11.562 ± 0.089 % 86.758 ± 0.121 %
545
+ 309 5.5360 ± 0.0499 0.07944 ± 0.00256 0.14323 ± 0.00191 11.570 ± 0.089 % 86.748 ± 0.121 %
546
+ 310 5.5476 ± 0.0499 0.07940 ± 0.00255 0.14309 ± 0.00191 11.556 ± 0.089 % 86.750 ± 0.121 %
547
+ 311 5.5444 ± 0.0498 0.07933 ± 0.00254 0.14278 ± 0.00190 11.542 ± 0.089 % 86.769 ± 0.120 %
548
+ 312 5.5456 ± 0.0497 0.07899 ± 0.00254 0.14257 ± 0.00189 11.529 ± 0.089 % 86.775 ± 0.120 %
549
+ 313 5.5406 ± 0.0496 0.07891 ± 0.00253 0.14233 ± 0.00189 11.517 ± 0.088 % 86.778 ± 0.120 %
550
+ 314 5.5377 ± 0.0495 0.07886 ± 0.00252 0.14212 ± 0.00188 11.504 ± 0.088 % 86.789 ± 0.120 %
551
+ 315 5.5404 ± 0.0494 0.07882 ± 0.00252 0.14190 ± 0.00188 11.495 ± 0.088 % 86.797 ± 0.119 %
552
+ 316 5.5333 ± 0.0493 0.07876 ± 0.00251 0.14167 ± 0.00187 11.486 ± 0.088 % 86.803 ± 0.119 %
553
+ 317 5.5328 ± 0.0492 0.07865 ± 0.00251 0.14143 ± 0.00187 11.475 ± 0.088 % 86.813 ± 0.119 %
554
+ 318 5.5382 ± 0.0491 0.07851 ± 0.00250 0.14126 ± 0.00186 11.463 ± 0.088 % 86.818 ± 0.119 %
555
+ 319 5.5350 ± 0.0490 0.07835 ± 0.00249 0.14096 ± 0.00186 11.448 ± 0.087 % 86.833 ± 0.119 %
556
+ 320 5.5514 ± 0.0491 0.07846 ± 0.00249 0.14077 ± 0.00185 11.433 ± 0.087 % 86.828 ± 0.118 %
557
+ 321 5.5505 ± 0.0491 0.07839 ± 0.00248 0.14070 ± 0.00185 11.425 ± 0.087 % 86.828 ± 0.118 %
558
+ 322 5.5489 ± 0.0489 0.07843 ± 0.00248 0.14062 ± 0.00184 11.420 ± 0.087 % 86.836 ± 0.118 %
559
+ 323 5.5466 ± 0.0489 0.07851 ± 0.00248 0.14074 ± 0.00184 11.435 ± 0.087 % 86.826 ± 0.118 %
560
+ 324 5.5453 ± 0.0488 0.07836 ± 0.00247 0.14059 ± 0.00183 11.430 ± 0.087 % 86.832 ± 0.118 %
561
+ 325 5.5483 ± 0.0487 0.07824 ± 0.00247 0.14055 ± 0.00183 11.423 ± 0.087 % 86.832 ± 0.117 %
562
+ 326 5.5571 ± 0.0488 0.07823 ± 0.00247 0.14068 ± 0.00183 11.418 ± 0.086 % 86.816 ± 0.117 %
563
+ 327 5.5654 ± 0.0488 0.07817 ± 0.00247 0.14107 ± 0.00185 11.417 ± 0.086 % 86.807 ± 0.117 %
564
+ 328 5.5649 ± 0.0487 0.07804 ± 0.00246 0.14093 ± 0.00185 11.410 ± 0.086 % 86.820 ± 0.117 %
565
+ 329 5.5647 ± 0.0486 0.07801 ± 0.00246 0.14093 ± 0.00185 11.414 ± 0.086 % 86.825 ± 0.117 %
566
+ 330 5.5600 ± 0.0485 0.07803 ± 0.00246 0.14094 ± 0.00184 11.418 ± 0.086 % 86.831 ± 0.117 %
567
+ 331 5.5582 ± 0.0484 0.07813 ± 0.00245 0.14088 ± 0.00184 11.413 ± 0.086 % 86.836 ± 0.116 %
568
+ 332 5.5536 ± 0.0483 0.07809 ± 0.00245 0.14066 ± 0.00183 11.402 ± 0.086 % 86.841 ± 0.116 %
569
+ 333 5.5549 ± 0.0482 0.07768 ± 0.00244 0.14082 ± 0.00184 11.396 ± 0.086 % 86.844 ± 0.116 %
570
+ 334 5.5587 ± 0.0482 0.07825 ± 0.00245 0.14119 ± 0.00185 11.413 ± 0.086 % 86.846 ± 0.116 %
571
+ 335 5.5572 ± 0.0481 0.07793 ± 0.00245 0.14136 ± 0.00185 11.409 ± 0.086 % 86.855 ± 0.116 %
572
+ 336 5.5713 ± 0.0482 0.07766 ± 0.00244 0.14128 ± 0.00184 11.397 ± 0.086 % 86.848 ± 0.115 %
573
+ 337 5.5806 ± 0.0482 0.07760 ± 0.00244 0.14148 ± 0.00185 11.390 ± 0.086 % 86.846 ± 0.115 %
574
+ 338 5.5867 ± 0.0482 0.07725 ± 0.00244 0.14150 ± 0.00185 11.390 ± 0.086 % 86.853 ± 0.115 %
575
+ 339 5.5780 ± 0.0480 0.07720 ± 0.00243 0.14207 ± 0.00186 11.406 ± 0.086 % 86.862 ± 0.115 %
576
+ 340 5.5681 ± 0.0479 0.07740 ± 0.00243 0.14242 ± 0.00186 11.447 ± 0.086 % 86.836 ± 0.115 %
577
+ 341 5.5573 ± 0.0477 0.07779 ± 0.00243 0.14275 ± 0.00185 11.487 ± 0.085 % 86.815 ± 0.115 %
578
+ 342 5.5505 ± 0.0475 0.07803 ± 0.00243 0.14327 ± 0.00185 11.521 ± 0.085 % 86.791 ± 0.115 %
579
+ 343 5.5393 ± 0.0473 0.07866 ± 0.00243 0.14376 ± 0.00185 11.558 ± 0.085 % 86.781 ± 0.115 %
580
+ 344 5.5302 ± 0.0471 0.07908 ± 0.00243 0.14391 ± 0.00185 11.571 ± 0.085 % 86.781 ± 0.114 %
581
+ 345 5.5345 ± 0.0471 0.07887 ± 0.00243 0.14401 ± 0.00184 11.572 ± 0.085 % 86.752 ± 0.114 %
582
+ 346 5.5535 ± 0.0473 0.07907 ± 0.00243 0.14440 ± 0.00184 11.569 ± 0.085 % 86.731 ± 0.114 %
583
+ 347 5.5759 ± 0.0474 0.07873 ± 0.00243 0.14458 ± 0.00184 11.561 ± 0.084 % 86.715 ± 0.114 %
584
+ 348 5.5993 ± 0.0476 0.07879 ± 0.00242 0.14489 ± 0.00184 11.551 ± 0.084 % 86.703 ± 0.114 %
585
+ 349 5.6084 ± 0.0477 0.07852 ± 0.00242 0.14492 ± 0.00184 11.546 ± 0.084 % 86.685 ± 0.114 %
586
+ 350 5.6245 ± 0.0478 0.07833 ± 0.00241 0.14502 ± 0.00184 11.542 ± 0.084 % 86.675 ± 0.114 %
587
+ 351 5.6448 ± 0.0479 0.07817 ± 0.00241 0.14503 ± 0.00184 11.535 ± 0.084 % 86.680 ± 0.114 %
588
+ 352 5.6561 ± 0.0480 0.07797 ± 0.00241 0.14508 ± 0.00184 11.529 ± 0.084 % 86.682 ± 0.113 %
589
+ 353 5.6694 ± 0.0481 0.07790 ± 0.00241 0.14527 ± 0.00184 11.521 ± 0.084 % 86.683 ± 0.113 %
590
+ 354 5.6748 ± 0.0481 0.07786 ± 0.00240 0.14516 ± 0.00183 11.521 ± 0.084 % 86.689 ± 0.113 %
591
+ 355 5.6853 ± 0.0481 0.07789 ± 0.00240 0.14506 ± 0.00183 11.512 ± 0.084 % 86.680 ± 0.113 %
592
+ 356 5.6997 ± 0.0482 0.07814 ± 0.00240 0.14521 ± 0.00183 11.506 ± 0.083 % 86.678 ± 0.113 %
593
+ 357 5.6998 ± 0.0481 0.07821 ± 0.00240 0.14521 ± 0.00183 11.501 ± 0.083 % 86.679 ± 0.113 %
594
+ 358 5.7099 ± 0.0482 0.07811 ± 0.00239 0.14513 ± 0.00182 11.493 ± 0.083 % 86.682 ± 0.112 %
595
+ 359 5.7228 ± 0.0482 0.07776 ± 0.00239 0.14523 ± 0.00182 11.490 ± 0.083 % 86.667 ± 0.112 %
596
+ 360 5.7310 ± 0.0483 0.07764 ± 0.00239 0.14520 ± 0.00182 11.482 ± 0.083 % 86.667 ± 0.112 %
597
+ 361 5.7416 ± 0.0483 0.07757 ± 0.00238 0.14520 ± 0.00181 11.471 ± 0.083 % 86.662 ± 0.112 %
598
+ 362 5.7504 ± 0.0483 0.07750 ± 0.00238 0.14516 ± 0.00181 11.468 ± 0.083 % 86.661 ± 0.112 %
599
+ 363 5.7621 ± 0.0484 0.07753 ± 0.00237 0.14493 ± 0.00181 11.458 ± 0.083 % 86.659 ± 0.112 %
600
+ 364 5.7724 ± 0.0484 0.07735 ± 0.00237 0.14478 ± 0.00180 11.453 ± 0.082 % 86.655 ± 0.112 %
601
+ 365 5.7902 ± 0.0485 0.07766 ± 0.00237 0.14484 ± 0.00180 11.441 ± 0.082 % 86.662 ± 0.111 %
602
+ 366 5.7972 ± 0.0485 0.07756 ± 0.00236 0.14470 ± 0.00180 11.431 ± 0.082 % 86.659 ± 0.111 %
603
+ 367 5.8037 ± 0.0486 0.07743 ± 0.00236 0.14511 ± 0.00181 11.431 ± 0.082 % 86.644 ± 0.111 %
604
+ 368 5.8071 ± 0.0485 0.07717 ± 0.00236 0.14498 ± 0.00180 11.426 ± 0.082 % 86.643 ± 0.111 %
605
+ 369 5.8124 ± 0.0485 0.07720 ± 0.00236 0.14498 ± 0.00180 11.421 ± 0.082 % 86.646 ± 0.111 %
606
+ 370 5.8317 ± 0.0487 0.07714 ± 0.00235 0.14480 ± 0.00179 11.410 ± 0.082 % 86.655 ± 0.111 %
607
+ 371 5.8465 ± 0.0488 0.07702 ± 0.00235 0.14460 ± 0.00179 11.397 ± 0.082 % 86.668 ± 0.111 %
608
+ 372 5.8504 ± 0.0487 0.07690 ± 0.00234 0.14455 ± 0.00179 11.389 ± 0.082 % 86.671 ± 0.110 %
609
+ 373 5.8472 ± 0.0486 0.07684 ± 0.00234 0.14460 ± 0.00179 11.390 ± 0.081 % 86.665 ± 0.110 %
610
+ 374 5.8455 ± 0.0486 0.07670 ± 0.00234 0.14468 ± 0.00178 11.391 ± 0.081 % 86.660 ± 0.110 %
611
+ 375 5.8467 ± 0.0485 0.07646 ± 0.00233 0.14461 ± 0.00178 11.387 ± 0.081 % 86.669 ± 0.110 %
612
+ 376 5.8540 ± 0.0485 0.07637 ± 0.00233 0.14447 ± 0.00178 11.376 ± 0.081 % 86.677 ± 0.110 %
613
+ 377 5.8576 ± 0.0485 0.07626 ± 0.00232 0.14440 ± 0.00178 11.370 ± 0.081 % 86.680 ± 0.110 %
614
+ 378 5.8653 ± 0.0485 0.07583 ± 0.00232 0.14455 ± 0.00178 11.365 ± 0.081 % 86.670 ± 0.109 %
615
+ 379 5.8673 ± 0.0484 0.07575 ± 0.00232 0.14433 ± 0.00178 11.357 ± 0.081 % 86.690 ± 0.109 %
616
+ 380 5.8724 ± 0.0484 0.07580 ± 0.00231 0.14422 ± 0.00177 11.351 ± 0.081 % 86.682 ± 0.109 %
617
+ 381 5.8818 ± 0.0485 0.07574 ± 0.00231 0.14412 ± 0.00177 11.345 ± 0.081 % 86.678 ± 0.109 %
618
+ 382 5.8835 ± 0.0484 0.07575 ± 0.00230 0.14401 ± 0.00176 11.340 ± 0.080 % 86.674 ± 0.109 %
619
+ 383 5.8637 ± 0.0482 0.07582 ± 0.00230 0.14404 ± 0.00176 11.353 ± 0.080 % 86.684 ± 0.109 %
620
+ 384 5.8525 ± 0.0480 0.07610 ± 0.00230 0.14436 ± 0.00176 11.402 ± 0.080 % 86.670 ± 0.109 %
621
+ 385 5.8404 ± 0.0478 0.07656 ± 0.00229 0.14439 ± 0.00175 11.419 ± 0.080 % 86.678 ± 0.108 %
622
+ 386 5.8399 ± 0.0477 0.07651 ± 0.00229 0.14430 ± 0.00175 11.416 ± 0.080 % 86.671 ± 0.108 %
623
+ 387 5.8392 ± 0.0477 0.07662 ± 0.00229 0.14464 ± 0.00175 11.429 ± 0.080 % 86.667 ± 0.108 %
624
+ 388 5.8338 ± 0.0475 0.07677 ± 0.00229 0.14473 ± 0.00174 11.439 ± 0.080 % 86.659 ± 0.108 %
625
+ 389 5.8293 ± 0.0474 0.07692 ± 0.00229 0.14492 ± 0.00174 11.454 ± 0.080 % 86.637 ± 0.108 %
626
+ 390 5.8266 ± 0.0473 0.07723 ± 0.00229 0.14529 ± 0.00174 11.474 ± 0.080 % 86.624 ± 0.108 %
627
+ 391 5.8133 ± 0.0471 0.07770 ± 0.00228 0.14562 ± 0.00174 11.515 ± 0.080 % 86.620 ± 0.108 %
628
+ 392 5.8016 ± 0.0469 0.07806 ± 0.00228 0.14591 ± 0.00173 11.554 ± 0.080 % 86.612 ± 0.108 %
629
+ 393 5.7947 ± 0.0468 0.07834 ± 0.00228 0.14625 ± 0.00173 11.582 ± 0.080 % 86.602 ± 0.108 %
630
+ 394 5.7830 ± 0.0466 0.07847 ± 0.00228 0.14637 ± 0.00173 11.594 ± 0.080 % 86.597 ± 0.107 %
631
+ 395 5.7706 ± 0.0465 0.07872 ± 0.00228 0.14665 ± 0.00173 11.623 ± 0.080 % 86.592 ± 0.107 %
632
+ 396 5.7670 ± 0.0464 0.07912 ± 0.00228 0.14699 ± 0.00173 11.646 ± 0.079 % 86.576 ± 0.107 %
633
+ 397 5.7551 ± 0.0462 0.07945 ± 0.00228 0.14752 ± 0.00172 11.694 ± 0.080 % 86.566 ± 0.107 %
634
+ 398 5.7397 ± 0.0460 0.07938 ± 0.00228 0.14768 ± 0.00172 11.721 ± 0.080 % 86.562 ± 0.107 %
635
+ 399 5.7271 ± 0.0458 0.07975 ± 0.00227 0.14794 ± 0.00172 11.751 ± 0.079 % 86.559 ± 0.107 %
636
+ 400 5.7178 ± 0.0456 0.08009 ± 0.00227 0.14821 ± 0.00172 11.781 ± 0.079 % 86.552 ± 0.107 %
637
+ 401 5.7084 ± 0.0455 0.08049 ± 0.00227 0.14864 ± 0.00172 11.812 ± 0.079 % 86.540 ± 0.107 %
638
+ 402 5.6989 ± 0.0453 0.08072 ± 0.00227 0.14880 ± 0.00172 11.834 ± 0.079 % 86.543 ± 0.107 %
639
+ 403 5.6856 ± 0.0452 0.08128 ± 0.00227 0.14900 ± 0.00172 11.858 ± 0.079 % 86.547 ± 0.106 %
640
+ 404 5.6790 ± 0.0450 0.08155 ± 0.00227 0.14905 ± 0.00171 11.864 ± 0.079 % 86.550 ± 0.106 %
641
+ 405 5.6705 ± 0.0449 0.08200 ± 0.00227 0.14921 ± 0.00171 11.889 ± 0.079 % 86.533 ± 0.106 %
642
+ 406 5.6678 ± 0.0448 0.08229 ± 0.00226 0.14945 ± 0.00171 11.906 ± 0.079 % 86.525 ± 0.106 %
643
+ 407 5.6692 ± 0.0448 0.08278 ± 0.00226 0.14977 ± 0.00170 11.925 ± 0.079 % 86.513 ± 0.106 %
644
+ 408 5.6615 ± 0.0447 0.08322 ± 0.00226 0.14999 ± 0.00170 11.944 ± 0.079 % 86.508 ± 0.106 %
645
+ 409 5.6495 ± 0.0445 0.08337 ± 0.00226 0.15016 ± 0.00170 11.963 ± 0.079 % 86.507 ± 0.106 %
646
+ 410 5.6533 ± 0.0445 0.08347 ± 0.00226 0.15024 ± 0.00170 11.964 ± 0.079 % 86.497 ± 0.106 %
647
+ 411 5.6436 ± 0.0443 0.08356 ± 0.00226 0.15059 ± 0.00170 11.992 ± 0.079 % 86.492 ± 0.106 %
648
+ 412 5.6358 ± 0.0442 0.08368 ± 0.00226 0.15081 ± 0.00169 12.009 ± 0.079 % 86.485 ± 0.105 %
649
+ 413 5.6351 ± 0.0441 0.08373 ± 0.00225 0.15082 ± 0.00169 12.014 ± 0.079 % 86.482 ± 0.105 %
650
+ 414 5.6278 ± 0.0440 0.08399 ± 0.00225 0.15105 ± 0.00169 12.031 ± 0.078 % 86.480 ± 0.105 %
651
+ 415 5.6266 ± 0.0440 0.08438 ± 0.00225 0.15164 ± 0.00170 12.054 ± 0.078 % 86.463 ± 0.105 %
652
+ 416 5.6183 ± 0.0438 0.08447 ± 0.00225 0.15161 ± 0.00170 12.061 ± 0.078 % 86.462 ± 0.105 %
653
+ 417 5.6116 ± 0.0437 0.08462 ± 0.00225 0.15169 ± 0.00170 12.072 ± 0.078 % 86.468 ± 0.105 %
654
+ 418 5.6019 ± 0.0436 0.08468 ± 0.00224 0.15166 ± 0.00169 12.079 ± 0.078 % 86.473 ± 0.105 %
655
+ 419 5.5987 ± 0.0435 0.08506 ± 0.00224 0.15174 ± 0.00169 12.092 ± 0.078 % 86.465 ± 0.105 %
656
+ 420 5.5905 ± 0.0433 0.08528 ± 0.00224 0.15176 ± 0.00169 12.101 ± 0.078 % 86.464 ± 0.105 %
657
+ 421 5.5850 ± 0.0432 0.08559 ± 0.00224 0.15176 ± 0.00168 12.108 ± 0.078 % 86.466 ± 0.104 %
658
+ 422 5.5820 ± 0.0431 0.08568 ± 0.00223 0.15179 ± 0.00168 12.107 ± 0.078 % 86.462 ± 0.104 %
659
+ 423 5.5775 ± 0.0431 0.08599 ± 0.00223 0.15193 ± 0.00168 12.122 ± 0.078 % 86.463 ± 0.104 %
660
+ 424 5.5670 ± 0.0429 0.08603 ± 0.00223 0.15191 ± 0.00168 12.128 ± 0.078 % 86.464 ± 0.104 %
661
+ 425 5.5561 ± 0.0427 0.08615 ± 0.00223 0.15187 ± 0.00167 12.131 ± 0.077 % 86.471 ± 0.104 %
662
+ 426 5.5485 ± 0.0426 0.08636 ± 0.00222 0.15195 ± 0.00167 12.139 ± 0.077 % 86.468 ± 0.104 %
663
+ 427 5.5404 ± 0.0425 0.08682 ± 0.00222 0.15197 ± 0.00167 12.150 ± 0.077 % 86.472 ± 0.104 %
664
+ 428 5.5273 ± 0.0423 0.08699 ± 0.00222 0.15216 ± 0.00166 12.169 ± 0.077 % 86.473 ± 0.104 %
665
+ 429 5.5153 ± 0.0422 0.08715 ± 0.00222 0.15212 ± 0.00166 12.173 ± 0.077 % 86.477 ± 0.103 %
666
+ 430 5.5045 ± 0.0420 0.08732 ± 0.00222 0.15205 ± 0.00166 12.182 ± 0.077 % 86.484 ± 0.103 %
667
+ 431 5.4935 ± 0.0419 0.08737 ± 0.00221 0.15197 ± 0.00165 12.185 ± 0.077 % 86.491 ± 0.103 %
668
+ 432 5.4882 ± 0.0418 0.08734 ± 0.00221 0.15226 ± 0.00165 12.205 ± 0.077 % 86.473 ± 0.103 %
669
+ 433 5.4933 ± 0.0418 0.08725 ± 0.00221 0.15213 ± 0.00165 12.199 ± 0.077 % 86.478 ± 0.103 %
670
+ 434 5.5025 ± 0.0418 0.08714 ± 0.00221 0.15219 ± 0.00165 12.195 ± 0.076 % 86.476 ± 0.103 %
671
+ 435 5.5132 ± 0.0419 0.08705 ± 0.00220 0.15209 ± 0.00164 12.189 ± 0.076 % 86.476 ± 0.103 %
672
+ 436 5.5150 ± 0.0418 0.08732 ± 0.00221 0.15252 ± 0.00165 12.197 ± 0.076 % 86.467 ± 0.103 %
673
+ 437 5.5173 ± 0.0418 0.08714 ± 0.00221 0.15247 ± 0.00165 12.194 ± 0.076 % 86.465 ± 0.102 %
674
+ 438 5.5204 ± 0.0418 0.08703 ± 0.00221 0.15276 ± 0.00166 12.190 ± 0.076 % 86.461 ± 0.102 %
675
+ 439 5.5278 ± 0.0418 0.08713 ± 0.00220 0.15264 ± 0.00166 12.183 ± 0.076 % 86.473 ± 0.102 %
676
+ 440 5.5314 ± 0.0418 0.08715 ± 0.00220 0.15260 ± 0.00165 12.179 ± 0.076 % 86.467 ± 0.102 %
677
+ 441 5.5373 ± 0.0418 0.08714 ± 0.00220 0.15262 ± 0.00165 12.174 ± 0.076 % 86.468 ± 0.102 %
678
+ 442 5.5415 ± 0.0418 0.08700 ± 0.00220 0.15252 ± 0.00165 12.168 ± 0.076 % 86.475 ± 0.102 %
679
+ 443 5.5513 ± 0.0419 0.08693 ± 0.00219 0.15238 ± 0.00165 12.158 ± 0.076 % 86.482 ± 0.102 %
680
+ 444 5.5569 ± 0.0419 0.08689 ± 0.00219 0.15226 ± 0.00164 12.152 ± 0.076 % 86.480 ± 0.102 %
681
+ 445 5.5603 ± 0.0419 0.08693 ± 0.00219 0.15220 ± 0.00164 12.150 ± 0.075 % 86.480 ± 0.102 %
682
+ 446 5.5675 ± 0.0419 0.08686 ± 0.00218 0.15215 ± 0.00164 12.143 ± 0.075 % 86.471 ± 0.101 %
683
+ 447 5.5657 ± 0.0418 0.08672 ± 0.00218 0.15225 ± 0.00164 12.144 ± 0.075 % 86.469 ± 0.101 %
684
+ 448 5.5704 ± 0.0418 0.08661 ± 0.00218 0.15216 ± 0.00163 12.140 ± 0.075 % 86.472 ± 0.101 %
685
+ 449 5.5667 ± 0.0417 0.08649 ± 0.00217 0.15191 ± 0.00163 12.129 ± 0.075 % 86.487 ± 0.101 %
686
+ 450 5.5732 ± 0.0418 0.08633 ± 0.00217 0.15175 ± 0.00163 12.121 ± 0.075 % 86.493 ± 0.101 %
687
+ 451 5.5836 ± 0.0418 0.08615 ± 0.00217 0.15174 ± 0.00163 12.113 ± 0.075 % 86.492 ± 0.101 %
688
+ 452 5.5869 ± 0.0418 0.08598 ± 0.00217 0.15179 ± 0.00162 12.109 ± 0.075 % 86.494 ± 0.101 %
689
+ 453 5.5866 ± 0.0418 0.08586 ± 0.00216 0.15161 ± 0.00162 12.100 ± 0.075 % 86.503 ± 0.101 %
690
+ 454 5.5813 ± 0.0417 0.08584 ± 0.00216 0.15160 ± 0.00162 12.102 ± 0.075 % 86.509 ± 0.100 %
691
+ 455 5.5843 ± 0.0417 0.08582 ± 0.00216 0.15172 ± 0.00162 12.102 ± 0.075 % 86.498 ± 0.100 %
692
+ 456 5.5958 ± 0.0417 0.08567 ± 0.00216 0.15194 ± 0.00162 12.108 ± 0.075 % 86.490 ± 0.100 %
693
+ 457 5.5959 ± 0.0417 0.08581 ± 0.00216 0.15201 ± 0.00162 12.110 ± 0.075 % 86.495 ± 0.100 %
694
+ 458 5.5974 ± 0.0417 0.08593 ± 0.00215 0.15196 ± 0.00161 12.109 ± 0.074 % 86.496 ± 0.100 %
695
+ 459 5.6062 ± 0.0417 0.08597 ± 0.00215 0.15189 ± 0.00161 12.101 ± 0.074 % 86.498 ± 0.100 %
696
+ 460 5.6100 ± 0.0417 0.08605 ± 0.00215 0.15177 ± 0.00161 12.098 ± 0.074 % 86.499 ± 0.100 %
697
+ 461 5.6125 ± 0.0417 0.08614 ± 0.00215 0.15167 ± 0.00160 12.095 ± 0.074 % 86.499 ± 0.100 %
698
+ 462 5.6169 ± 0.0417 0.08614 ± 0.00214 0.15150 ± 0.00160 12.086 ± 0.074 % 86.502 ± 0.100 %
699
+ 463 5.6180 ± 0.0416 0.08593 ± 0.00214 0.15129 ± 0.00160 12.077 ± 0.074 % 86.505 ± 0.099 %
700
+ 464 5.6228 ± 0.0416 0.08592 ± 0.00214 0.15120 ± 0.00159 12.070 ± 0.074 % 86.502 ± 0.099 %
701
+ 465 5.6228 ± 0.0416 0.08580 ± 0.00213 0.15107 ± 0.00159 12.064 ± 0.074 % 86.511 ± 0.099 %
702
+ 466 5.6209 ± 0.0415 0.08558 ± 0.00213 0.15101 ± 0.00159 12.062 ± 0.074 % 86.519 ± 0.099 %
703
+ 467 5.6251 ± 0.0416 0.08558 ± 0.00213 0.15105 ± 0.00159 12.065 ± 0.074 % 86.521 ± 0.099 %
704
+ 468 5.6235 ± 0.0415 0.08553 ± 0.00213 0.15092 ± 0.00158 12.059 ± 0.074 % 86.520 ± 0.099 %
705
+ 469 5.6217 ± 0.0414 0.08547 ± 0.00212 0.15082 ± 0.00158 12.056 ± 0.074 % 86.521 ± 0.099 %
706
+ 470 5.6225 ± 0.0414 0.08546 ± 0.00212 0.15067 ± 0.00158 12.049 ± 0.074 % 86.527 ± 0.099 %
707
+ 471 5.6261 ± 0.0414 0.08533 ± 0.00212 0.15051 ± 0.00158 12.041 ± 0.073 % 86.536 ± 0.098 %
708
+ 472 5.6310 ± 0.0414 0.08527 ± 0.00211 0.15038 ± 0.00157 12.033 ± 0.073 % 86.545 ± 0.098 %
709
+ 473 5.6248 ± 0.0413 0.08524 ± 0.00211 0.15044 ± 0.00157 12.040 ± 0.073 % 86.548 ± 0.098 %
710
+ 474 5.6282 ± 0.0413 0.08518 ± 0.00211 0.15026 ± 0.00157 12.032 ± 0.073 % 86.559 ± 0.098 %
711
+ 475 5.6272 ± 0.0413 0.08504 ± 0.00211 0.15013 ± 0.00156 12.028 ± 0.073 % 86.571 ± 0.098 %
712
+ 476 5.6314 ± 0.0413 0.08502 ± 0.00210 0.15004 ± 0.00156 12.019 ± 0.073 % 86.573 ± 0.098 %
713
+ 477 5.6396 ± 0.0413 0.08490 ± 0.00210 0.14996 ± 0.00156 12.012 ± 0.073 % 86.570 ± 0.098 %
714
+ 478 5.6448 ± 0.0413 0.08470 ± 0.00210 0.14985 ± 0.00156 12.003 ± 0.073 % 86.578 ± 0.098 %
715
+ 479 5.6479 ± 0.0413 0.08442 ± 0.00210 0.14987 ± 0.00155 11.997 ± 0.073 % 86.581 ± 0.098 %
716
+ 480 5.6542 ± 0.0413 0.08438 ± 0.00209 0.14980 ± 0.00155 11.992 ± 0.073 % 86.583 ± 0.097 %
717
+ 481 5.6599 ± 0.0413 0.08411 ± 0.00209 0.15001 ± 0.00156 11.992 ± 0.073 % 86.581 ± 0.097 %
718
+ 482 5.6628 ± 0.0413 0.08406 ± 0.00209 0.14984 ± 0.00155 11.983 ± 0.073 % 86.587 ± 0.097 %
719
+ 483 5.6694 ± 0.0413 0.08394 ± 0.00209 0.14983 ± 0.00155 11.980 ± 0.073 % 86.585 ± 0.097 %
720
+ 484 5.6744 ± 0.0413 0.08386 ± 0.00208 0.14967 ± 0.00155 11.972 ± 0.072 % 86.590 ± 0.097 %
721
+ 485 5.6686 ± 0.0412 0.08389 ± 0.00208 0.14971 ± 0.00155 11.976 ± 0.072 % 86.587 ± 0.097 %
722
+ 486 5.6630 ± 0.0411 0.08404 ± 0.00208 0.14990 ± 0.00155 11.986 ± 0.072 % 86.575 ± 0.097 %
723
+ 487 5.6575 ± 0.0410 0.08400 ± 0.00208 0.14986 ± 0.00154 11.983 ± 0.072 % 86.576 ± 0.097 %
724
+ 488 5.6509 ± 0.0409 0.08398 ± 0.00208 0.14990 ± 0.00154 11.990 ± 0.072 % 86.574 ± 0.097 %
725
+ 489 5.6479 ± 0.0409 0.08401 ± 0.00207 0.14991 ± 0.00154 11.997 ± 0.072 % 86.570 ± 0.097 %
726
+ 490 5.6426 ± 0.0408 0.08413 ± 0.00207 0.14989 ± 0.00153 12.000 ± 0.072 % 86.565 ± 0.096 %
727
+ 491 5.6450 ± 0.0408 0.08408 ± 0.00207 0.14995 ± 0.00153 12.001 ± 0.072 % 86.564 ± 0.096 %
728
+ 492 5.6475 ± 0.0407 0.08384 ± 0.00207 0.15007 ± 0.00154 11.996 ± 0.072 % 86.567 ± 0.096 %
729
+ 493 5.6583 ± 0.0408 0.08392 ± 0.00207 0.15005 ± 0.00154 11.987 ± 0.072 % 86.563 ± 0.096 %
730
+ 494 5.6530 ± 0.0407 0.08385 ± 0.00207 0.14997 ± 0.00153 11.989 ± 0.072 % 86.569 ± 0.096 %
731
+ 495 5.6489 ± 0.0407 0.08384 ± 0.00206 0.14990 ± 0.00153 11.989 ± 0.071 % 86.577 ± 0.096 %
732
+ 496 5.6497 ± 0.0406 0.08368 ± 0.00206 0.14980 ± 0.00153 11.985 ± 0.071 % 86.577 �� 0.096 %
733
+ 497 5.6527 ± 0.0406 0.08366 ± 0.00206 0.14969 ± 0.00153 11.980 ± 0.071 % 86.581 ± 0.096 %
734
+ 498 5.6607 ± 0.0407 0.08367 ± 0.00205 0.14968 ± 0.00152 11.972 ± 0.071 % 86.580 ± 0.096 %
735
+ 499 5.6688 ± 0.0407 0.08359 ± 0.00205 0.14973 ± 0.00152 11.970 ± 0.071 % 86.579 ± 0.096 %
736
+ 500 5.6631 ± 0.0406 0.08355 ± 0.00205 0.14961 ± 0.00152 11.970 ± 0.071 % 86.586 ± 0.095 %
737
+ 501 5.6551 ± 0.0405 0.08395 ± 0.00205 0.14971 ± 0.00152 11.982 ± 0.071 % 86.583 ± 0.095 %
738
+ 502 5.6524 ± 0.0404 0.08397 ± 0.00205 0.14962 ± 0.00151 11.979 ± 0.071 % 86.590 ± 0.095 %
739
+ 503 5.6536 ± 0.0404 0.08414 ± 0.00205 0.14987 ± 0.00151 11.985 ± 0.071 % 86.572 ± 0.095 %
740
+ 504 5.6515 ± 0.0403 0.08415 ± 0.00204 0.14985 ± 0.00151 11.983 ± 0.071 % 86.574 ± 0.095 %
741
+ 505 5.6538 ± 0.0403 0.08445 ± 0.00204 0.15002 ± 0.00151 11.982 ± 0.071 % 86.582 ± 0.095 %
742
+ 506 5.6550 ± 0.0403 0.08447 ± 0.00204 0.14995 ± 0.00151 11.976 ± 0.071 % 86.584 ± 0.095 %
743
+ 507 5.6486 ± 0.0402 0.08470 ± 0.00204 0.14999 ± 0.00151 11.987 ± 0.070 % 86.590 ± 0.095 %
744
+ 508 5.6447 ± 0.0401 0.08482 ± 0.00204 0.15005 ± 0.00151 11.994 ± 0.070 % 86.586 ± 0.095 %
745
+ 509 5.6482 ± 0.0401 0.08503 ± 0.00204 0.15018 ± 0.00150 11.996 ± 0.070 % 86.580 ± 0.095 %
746
+ 510 5.6407 ± 0.0400 0.08512 ± 0.00203 0.15026 ± 0.00150 12.008 ± 0.070 % 86.577 ± 0.095 %
747
+ 511 5.6467 ± 0.0400 0.08532 ± 0.00203 0.15029 ± 0.00150 12.006 ± 0.070 % 86.572 ± 0.094 %
748
+ 512 5.6473 ± 0.0400 0.08549 ± 0.00203 0.15042 ± 0.00150 12.013 ± 0.070 % 86.574 ± 0.094 %
749
+ 513 5.6432 ± 0.0399 0.08549 ± 0.00203 0.15054 ± 0.00150 12.009 ± 0.070 % 86.573 ± 0.094 %
750
+ 514 5.6411 ± 0.0398 0.08549 ± 0.00203 0.15050 ± 0.00150 12.010 ± 0.070 % 86.564 ± 0.094 %
751
+ 515 5.6448 ± 0.0398 0.08552 ± 0.00203 0.15057 ± 0.00150 12.010 ± 0.070 % 86.559 ± 0.094 %
752
+ 516 5.6534 ± 0.0399 0.08586 ± 0.00203 0.15074 ± 0.00150 12.010 ± 0.070 % 86.558 ± 0.094 %
753
+ 517 5.6479 ± 0.0398 0.08582 ± 0.00203 0.15067 ± 0.00150 12.007 ± 0.070 % 86.557 ± 0.094 %
754
+ 518 5.6380 ± 0.0397 0.08572 ± 0.00202 0.15050 ± 0.00149 12.001 ± 0.070 % 86.564 ± 0.094 %
755
+ 519 5.6370 ± 0.0396 0.08568 ± 0.00202 0.15037 ± 0.00149 11.997 ± 0.070 % 86.563 ± 0.094 %
756
+ 520 5.6349 ± 0.0396 0.08561 ± 0.00202 0.15031 ± 0.00149 11.993 ± 0.069 % 86.563 ± 0.094 %
757
+ 521 5.6295 ± 0.0395 0.08547 ± 0.00202 0.15012 ± 0.00148 11.985 ± 0.069 % 86.574 ± 0.094 %
758
+ 522 5.6258 ± 0.0394 0.08528 ± 0.00201 0.15004 ± 0.00148 11.980 ± 0.069 % 86.580 ± 0.093 %
759
+ 523 5.6127 ± 0.0392 0.08513 ± 0.00201 0.15024 ± 0.00149 11.993 ± 0.070 % 86.595 ± 0.093 %
760
+ 524 5.6084 ± 0.0392 0.08523 ± 0.00201 0.15024 ± 0.00149 12.000 ± 0.070 % 86.590 ± 0.093 %
761
+ 525 5.6063 ± 0.0391 0.08523 ± 0.00201 0.15025 ± 0.00149 12.002 ± 0.069 % 86.590 ± 0.093 %
762
+ 526 5.6092 ± 0.0391 0.08524 ± 0.00201 0.15013 ± 0.00148 11.994 ± 0.069 % 86.593 ± 0.093 %
763
+ 527 5.6157 ± 0.0391 0.08530 ± 0.00201 0.15011 ± 0.00148 11.989 ± 0.069 % 86.589 ± 0.093 %
764
+ 528 5.6161 ± 0.0391 0.08518 ± 0.00200 0.15001 ± 0.00148 11.981 ± 0.069 % 86.596 ± 0.093 %
765
+ 529 5.6240 ± 0.0391 0.08512 ± 0.00200 0.14990 ± 0.00148 11.974 ± 0.069 % 86.603 ± 0.093 %
766
+ 530 5.6334 ± 0.0392 0.08519 ± 0.00200 0.14986 ± 0.00147 11.970 ± 0.069 % 86.597 ± 0.093 %
767
+ 531 5.6403 ± 0.0392 0.08523 ± 0.00199 0.14972 ± 0.00147 11.963 ± 0.069 % 86.604 ± 0.093 %
768
+ 532 5.6493 ± 0.0392 0.08526 ± 0.00199 0.14973 ± 0.00147 11.960 ± 0.069 % 86.600 ± 0.092 %
769
+ 533 5.6555 ± 0.0392 0.08532 ± 0.00199 0.14967 ± 0.00147 11.956 ± 0.069 % 86.598 ± 0.092 %
770
+ 534 5.6647 ± 0.0393 0.08535 ± 0.00199 0.14964 ± 0.00146 11.948 ± 0.069 % 86.583 ± 0.092 %
771
+ 535 5.6667 ± 0.0393 0.08528 ± 0.00199 0.14967 ± 0.00146 11.944 ± 0.069 % 86.585 ± 0.092 %
772
+ 536 5.6659 ± 0.0392 0.08530 ± 0.00199 0.14973 ± 0.00146 11.946 ± 0.069 % 86.583 ± 0.092 %
773
+ 537 5.6563 ± 0.0391 0.08551 ± 0.00198 0.14983 ± 0.00146 11.966 ± 0.069 % 86.582 ± 0.092 %
774
+ 538 5.6511 ± 0.0390 0.08586 ± 0.00199 0.15016 ± 0.00146 11.984 ± 0.069 % 86.575 ± 0.092 %
775
+ 539 5.6476 ± 0.0390 0.08574 ± 0.00198 0.15026 ± 0.00146 11.987 ± 0.068 % 86.572 ± 0.092 %
776
+ 540 5.6415 ± 0.0389 0.08623 ± 0.00198 0.15040 ± 0.00146 12.003 ± 0.068 % 86.564 ± 0.092 %
777
+ 541 5.6373 ± 0.0388 0.08652 ± 0.00198 0.15050 ± 0.00145 12.018 ± 0.068 % 86.554 ± 0.092 %
778
+ 542 5.6350 ± 0.0387 0.08673 ± 0.00198 0.15057 ± 0.00145 12.025 ± 0.068 % 86.545 ± 0.092 %
779
+ 543 5.6329 ± 0.0387 0.08696 ± 0.00198 0.15065 ± 0.00145 12.029 ± 0.068 % 86.540 ± 0.092 %
780
+ 544 5.6281 ± 0.0386 0.08715 ± 0.00198 0.15062 ± 0.00145 12.030 ± 0.068 % 86.535 ± 0.092 %
781
+ 545 5.6269 ± 0.0386 0.08717 ± 0.00197 0.15059 ± 0.00144 12.028 ± 0.068 % 86.540 ± 0.092 %
782
+ 546 5.6251 ± 0.0385 0.08702 ± 0.00197 0.15063 ± 0.00144 12.028 ± 0.068 % 86.538 ± 0.091 %
783
+ 547 5.6261 ± 0.0385 0.08697 ± 0.00197 0.15063 ± 0.00144 12.025 ± 0.068 % 86.530 ± 0.091 %
784
+ 548 5.6343 ± 0.0385 0.08695 ± 0.00197 0.15065 ± 0.00144 12.020 ± 0.068 % 86.530 ± 0.091 %
785
+ 549 5.6415 ± 0.0385 0.08691 ± 0.00197 0.15064 ± 0.00144 12.013 ± 0.068 % 86.531 ± 0.091 %
786
+ 550 5.6571 ± 0.0387 0.08715 ± 0.00197 0.15101 ± 0.00144 12.012 ± 0.068 % 86.522 ± 0.091 %
787
+ 551 5.6584 ± 0.0387 0.08707 ± 0.00196 0.15115 ± 0.00144 12.020 ± 0.068 % 86.519 ± 0.091 %
788
+ 552 5.6574 ± 0.0386 0.08713 ± 0.00196 0.15111 ± 0.00144 12.019 ± 0.068 % 86.522 ± 0.091 %
789
+
790
+ ====== Perplexity statistics ======
791
+ Mean PPL(Q) : 5.657391 ± 0.038606
792
+ Mean PPL(base) : 5.185329 ± 0.034498
793
+ Cor(ln(PPL(Q)), ln(PPL(base))): 95.79%
794
+ Mean ln(PPL(Q)/PPL(base)) : 0.087130 ± 0.001963
795
+ Mean PPL(Q)/PPL(base) : 1.091038 ± 0.002141
796
+ Mean PPL(Q)-PPL(base) : 0.472062 ± 0.011358
797
+
798
+ ====== KL divergence statistics ======
799
+ Mean KLD: 0.151112 ± 0.001437
800
+ Maximum KLD: 31.825960
801
+ 99.9% KLD: 7.269484
802
+ 99.0% KLD: 1.656664
803
+ 95.0% KLD: 0.598541
804
+ 90.0% KLD: 0.339806
805
+ Median KLD: 0.036945
806
+ 10.0% KLD: 0.000330
807
+ 5.0% KLD: 0.000067
808
+ 1.0% KLD: 0.000004
809
+ 0.1% KLD: -0.000001
810
+ Minimum KLD: -0.000255
811
+
812
+ ====== Token probability statistics ======
813
+ Mean Δp: -1.845 ± 0.032 %
814
+ Maximum Δp: 99.998%
815
+ 99.9% Δp: 69.121%
816
+ 99.0% Δp: 29.939%
817
+ 95.0% Δp: 10.991%
818
+ 90.0% Δp: 5.316%
819
+ 75.0% Δp: 0.508%
820
+ Median Δp: -0.045%
821
+ 25.0% Δp: -2.632%
822
+ 10.0% Δp: -11.021%
823
+ 5.0% Δp: -20.506%
824
+ 1.0% Δp: -49.742%
825
+ 0.1% Δp: -86.460%
826
+ Minimum Δp: -99.998%
827
+ RMS Δp : 12.019 ± 0.068 %
828
+ Same top p: 86.522 ± 0.091 %
829
+
830
+ 5.09.623.584 I llama_perf_context_print: load time = 125535.27 ms
831
+ 5.09.623.587 I llama_perf_context_print: prompt eval time = 138970.20 ms / 282624 tokens ( 0.49 ms per token, 2033.70 tokens per second)
832
+ 5.09.623.588 I llama_perf_context_print: eval time = 0.00 ms / 1 runs ( 0.00 ms per token, inf tokens per second)
833
+ 5.09.623.589 I llama_perf_context_print: total time = 173093.66 ms / 282625 tokens
834
+ 5.09.623.589 I llama_perf_context_print: graphs reused = 33
835
+ 5.09.623.798 I common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted |
836
+ 5.09.623.806 I common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 72387 + (23893 = 20882 + 168 + 2842) + 968 |
837
+ 5.09.623.806 I common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 62671 + (33605 = 30150 + 180 + 3275) + 972 |
838
+ 5.09.623.807 I common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 62671 + (33605 = 30150 + 180 + 3275) + 972 |
839
+ 5.09.623.807 I common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 62671 + (33605 = 30150 + 180 + 3275) + 972 |
840
+ 5.09.623.807 I common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 66137 + (30138 = 26800 + 160 + 3178) + 973 |
841
+ 5.09.623.807 I common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 62671 + (33605 = 30150 + 180 + 3275) + 972 |
842
+ 5.09.623.807 I common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 56508 + (33607 = 24411 + 140 + 9055) + 7134 |
843
+ 5.09.623.807 I common_memory_breakdown_print: | - Host | 1492 = 961 + 0 + 531 |
844
+ ```
kld_data/aes_sedai/MiniMax-M3-Q4_K_M.md ADDED
@@ -0,0 +1,844 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ### MiniMax-M3-Q4_K_M (aes_sedai)
2
+
3
+ ```txt
4
+ /home/jarvis/development/llama.cpp/build/bin/llama-perplexity --threads 48 --flash-attn on -lv 4 --file /mnt/srv/host/resources/KLD/wiki.test.raw --kl-divergence-base /mnt/srv/snowdrift/ref-logits/MiniMax-M3-BF16-512ctx-wiki.test.raw.bin --kl-divergence --batch-size 8192 --ubatch-size 8192 --model /mnt/srv/snowdrift/gguf/MiniMax-M3-GGUF/aes_sedai/MiniMax-M3-Q4_K_M.gguf --direct-io
5
+ 0.00.394.692 W DEPRECATED: --direct-io and --no-direct-io are deprecated. use --load-mode dio instead
6
+ 0.00.394.770 I cmn common_init_: fitting params to device memory ...
7
+ 0.00.394.770 I cmn common_init_: (for bugs during this step try to reproduce them with -fit off, or provide --verbose logs if the bug only occurs with -fit on)
8
+ 0.00.394.778 I common_params_fit_impl: getting device memory data for initial parameters:
9
+ 0.01.334.382 I common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted |
10
+ 0.01.334.395 I common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (30183 = 27172 + 168 + 2842) + -29621 |
11
+ 0.01.334.396 I common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (43461 = 39238 + 180 + 4043) + -42899 |
12
+ 0.01.334.396 I common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (43461 = 39238 + 180 + 4043) + -42899 |
13
+ 0.01.334.396 I common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (43461 = 39238 + 180 + 4043) + -42899 |
14
+ 0.01.334.396 I common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (38985 = 34878 + 160 + 3946) + -38422 |
15
+ 0.01.334.397 I common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (43461 = 39238 + 180 + 4043) + -42899 |
16
+ 0.01.334.397 I common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 90524 + (41727 = 31764 + 140 + 9823) + -35002 |
17
+ 0.01.334.397 I common_memory_breakdown_print: | - Host | 1776 = 1245 + 0 + 531 |
18
+ 0.01.385.995 I common_params_fit_impl: projected memory use with initial parameters [MiB]:
19
+ 0.01.386.009 I common_params_fit_impl: - CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 30183 used, 66504 free vs. target of 1024
20
+ 0.01.386.009 I common_params_fit_impl: - CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 43461 used, 53226 free vs. target of 1024
21
+ 0.01.386.009 I common_params_fit_impl: - CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 43461 used, 53226 free vs. target of 1024
22
+ 0.01.386.010 I common_params_fit_impl: - CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 43461 used, 53226 free vs. target of 1024
23
+ 0.01.386.010 I common_params_fit_impl: - CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 38985 used, 57702 free vs. target of 1024
24
+ 0.01.386.010 I common_params_fit_impl: - CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 43461 used, 53226 free vs. target of 1024
25
+ 0.01.386.010 I common_params_fit_impl: - CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 41727 used, 48796 free vs. target of 1024
26
+ 0.01.386.011 I common_params_fit_impl: projected to use 284743 MiB of device memory vs. 670651 MiB of free device memory
27
+ 0.01.386.011 I common_params_fit_impl: targets for free memory can be met on all devices, no changes needed
28
+ 0.01.386.012 I common_fit_params: successfully fit params to free device memory
29
+ 0.01.386.018 I common_fit_params: fitting params to free memory took 0.99 seconds
30
+ 0.01.419.103 I llama_model_loader: loaded meta data with 54 key-value pairs and 1176 tensors from /mnt/srv/snowdrift/gguf/MiniMax-M3-GGUF/aes_sedai/MiniMax-M3-Q4_K_M.gguf (version GGUF V3 (latest))
31
+ 0.01.419.128 I llama_model_loader: Dumping metadata keys/values. Note: KV overrides do not apply in this output.
32
+ 0.01.419.133 I llama_model_loader: - kv 0: general.architecture str = minimax-m3
33
+ 0.01.419.134 I llama_model_loader: - kv 1: general.type str = model
34
+ 0.01.419.139 I llama_model_loader: - kv 2: general.sampling.top_p f32 = 0.950000
35
+ 0.01.419.139 I llama_model_loader: - kv 3: general.sampling.temp f32 = 1.000000
36
+ 0.01.419.140 I llama_model_loader: - kv 4: general.name str = MiniMax M3
37
+ 0.01.419.140 I llama_model_loader: - kv 5: general.size_label str = 128x16B
38
+ 0.01.419.140 I llama_model_loader: - kv 6: general.license str = other
39
+ 0.01.419.141 I llama_model_loader: - kv 7: general.license.name str = minimax-community
40
+ 0.01.419.141 I llama_model_loader: - kv 8: general.license.link str = LICENSE
41
+ 0.01.419.153 I llama_model_loader: - kv 9: general.tags arr[str,6] = ["multimodal", "moe", "agent", "codin...
42
+ 0.01.419.154 I llama_model_loader: - kv 10: minimax-m3.block_count u32 = 60
43
+ 0.01.419.155 I llama_model_loader: - kv 11: minimax-m3.context_length u32 = 1048576
44
+ 0.01.419.155 I llama_model_loader: - kv 12: minimax-m3.embedding_length u32 = 6144
45
+ 0.01.419.156 I llama_model_loader: - kv 13: minimax-m3.feed_forward_length u32 = 12288
46
+ 0.01.419.156 I llama_model_loader: - kv 14: minimax-m3.attention.head_count u32 = 64
47
+ 0.01.419.157 I llama_model_loader: - kv 15: minimax-m3.attention.head_count_kv u32 = 4
48
+ 0.01.419.158 I llama_model_loader: - kv 16: minimax-m3.rope.freq_base f32 = 5000000.000000
49
+ 0.01.419.159 I llama_model_loader: - kv 17: minimax-m3.attention.layer_norm_rms_epsilon f32 = 0.000001
50
+ 0.01.419.160 I llama_model_loader: - kv 18: minimax-m3.expert_count u32 = 128
51
+ 0.01.419.160 I llama_model_loader: - kv 19: minimax-m3.expert_used_count u32 = 4
52
+ 0.01.419.161 I llama_model_loader: - kv 20: minimax-m3.expert_gating_func u32 = 2
53
+ 0.01.419.161 I llama_model_loader: - kv 21: minimax-m3.attention.key_length u32 = 128
54
+ 0.01.419.162 I llama_model_loader: - kv 22: minimax-m3.attention.value_length u32 = 128
55
+ 0.01.419.163 I llama_model_loader: - kv 23: minimax-m3.expert_feed_forward_length u32 = 3072
56
+ 0.01.419.163 I llama_model_loader: - kv 24: minimax-m3.rope.dimension_count u32 = 64
57
+ 0.01.419.164 I llama_model_loader: - kv 25: minimax-m3.expert_shared_count u32 = 1
58
+ 0.01.419.165 I llama_model_loader: - kv 26: minimax-m3.expert_weights_scale f32 = 2.000000
59
+ 0.01.419.166 I llama_model_loader: - kv 27: minimax-m3.expert_weights_norm bool = true
60
+ 0.01.419.166 I llama_model_loader: - kv 28: minimax-m3.attention.indexer.head_count u32 = 4
61
+ 0.01.419.167 I llama_model_loader: - kv 29: minimax-m3.attention.indexer.key_length u32 = 128
62
+ 0.01.419.167 I llama_model_loader: - kv 30: minimax-m3.attention.indexer.top_k u32 = 16
63
+ 0.01.419.169 I llama_model_loader: - kv 31: minimax-m3.attention.indexer.block_size u32 = 128
64
+ 0.01.419.169 I llama_model_loader: - kv 32: minimax-m3.attention.indexer.local_blocks u32 = 1
65
+ 0.01.419.170 I llama_model_loader: - kv 33: minimax-m3.leading_dense_block_count u32 = 3
66
+ 0.01.419.170 I llama_model_loader: - kv 34: tokenizer.ggml.model str = gpt2
67
+ 0.01.419.171 I llama_model_loader: - kv 35: tokenizer.ggml.pre str = minimax-m2
68
+ 0.01.430.493 I llama_model_loader: - kv 36: tokenizer.ggml.tokens arr[str,200064] = ["Ā", "ā", "Ă", "ă", "Ą", "ą", ...
69
+ 0.01.433.282 I llama_model_loader: - kv 37: tokenizer.ggml.token_type arr[i32,200064] = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, ...
70
+ 0.01.443.989 I llama_model_loader: - kv 38: tokenizer.ggml.merges arr[str,199744] = ["Ġ Ġ", "Ġ t", "Ġ a", "i n", "e r...
71
+ 0.01.443.998 I llama_model_loader: - kv 39: tokenizer.ggml.bos_token_id u32 = 200019
72
+ 0.01.443.999 I llama_model_loader: - kv 40: tokenizer.ggml.eos_token_id u32 = 200020
73
+ 0.01.443.999 I llama_model_loader: - kv 41: tokenizer.ggml.unknown_token_id u32 = 200020
74
+ 0.01.444.000 I llama_model_loader: - kv 42: tokenizer.ggml.padding_token_id u32 = 200000
75
+ 0.01.444.002 I llama_model_loader: - kv 43: tokenizer.chat_template str = {# ---------- special token variables...
76
+ 0.01.444.003 I llama_model_loader: - kv 44: general.quantization_version u32 = 2
77
+ 0.01.444.003 I llama_model_loader: - kv 45: general.file_type u32 = 7
78
+ 0.01.444.003 I llama_model_loader: - kv 46: MoE_Quantization.ffn_up_exps str = Q4_K
79
+ 0.01.444.004 I llama_model_loader: - kv 47: MoE_Quantization.ffn_gate_exps str = Q4_K
80
+ 0.01.444.004 I llama_model_loader: - kv 48: MoE_Quantization.ffn_down_exps str = Q5_K
81
+ 0.01.444.005 I llama_model_loader: - kv 49: MoE_Quantization.type_default str = Q8_0
82
+ 0.01.444.006 I llama_model_loader: - kv 50: quantize.imatrix.file str = /mnt/srv/snowdrift/fp16/MiniMax-M3/im...
83
+ 0.01.444.006 I llama_model_loader: - kv 51: quantize.imatrix.dataset str = /mnt/srv/host/resources/KLD/calibrati...
84
+ 0.01.444.007 I llama_model_loader: - kv 52: quantize.imatrix.entries_count u32 = 762
85
+ 0.01.444.007 I llama_model_loader: - kv 53: quantize.imatrix.chunks_count u32 = 49
86
+ 0.01.444.008 I llama_model_loader: - type f32: 583 tensors
87
+ 0.01.444.008 I llama_model_loader: - type q8_0: 422 tensors
88
+ 0.01.444.008 I llama_model_loader: - type q4_K: 114 tensors
89
+ 0.01.444.009 I llama_model_loader: - type q5_K: 57 tensors
90
+ 0.01.444.010 I print_info: file format = GGUF V3 (latest)
91
+ 0.01.444.011 I print_info: file type = Q8_0
92
+ 0.01.444.014 I print_info: file size = 246.11 GiB (4.96 BPW)
93
+ 0.01.444.275 I llama_prepare_model_devices: using device CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:01:00.0) - 96687 MiB free
94
+ 0.01.444.298 I llama_prepare_model_devices: using device CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:02:00.0) - 96687 MiB free
95
+ 0.01.444.306 I llama_prepare_model_devices: using device CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:03:00.0) - 96687 MiB free
96
+ 0.01.444.311 I llama_prepare_model_devices: using device CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:04:00.0) - 96687 MiB free
97
+ 0.01.444.332 I llama_prepare_model_devices: using device CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:05:00.0) - 96687 MiB free
98
+ 0.01.444.339 I llama_prepare_model_devices: using device CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:06:00.0) - 96687 MiB free
99
+ 0.01.444.347 I llama_prepare_model_devices: using device CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:07:00.0) - 90524 MiB free
100
+ 0.01.508.154 I load: 0 unused tokens
101
+ 0.01.522.513 I load: printing all EOG tokens:
102
+ 0.01.522.525 I load: - 200004 ('<fim_pad>')
103
+ 0.01.522.526 I load: - 200005 ('<reponame>')
104
+ 0.01.522.526 I load: - 200020 ('[e~[')
105
+ 0.01.522.644 I load: special tokens cache size = 61
106
+ 0.01.558.679 I load: token to piece cache size = 1.3356 MB
107
+ 0.01.558.700 I print_info: arch = minimax-m3
108
+ 0.01.558.701 I print_info: vocab_only = 0
109
+ 0.01.558.701 I print_info: no_alloc = 0
110
+ 0.01.558.701 I print_info: n_ctx_train = 1048576
111
+ 0.01.558.702 I print_info: n_embd_inp = 6144
112
+ 0.01.558.702 I print_info: n_embd = 6144
113
+ 0.01.558.702 I print_info: n_embd_out = 6144
114
+ 0.01.558.703 I print_info: n_layer = 60
115
+ 0.01.558.703 I print_info: n_layer_all = 60
116
+ 0.01.558.711 I print_info: n_head = 64
117
+ 0.01.558.712 I print_info: n_head_kv = 4
118
+ 0.01.558.713 I print_info: n_rot = 64
119
+ 0.01.558.713 I print_info: n_swa = 0
120
+ 0.01.558.713 I print_info: is_swa_any = 0
121
+ 0.01.558.714 I print_info: n_embd_head_k = 128
122
+ 0.01.558.714 I print_info: n_embd_head_v = 128
123
+ 0.01.558.714 I print_info: n_gqa = 16
124
+ 0.01.558.716 I print_info: n_embd_k_gqa = 512
125
+ 0.01.558.717 I print_info: n_embd_v_gqa = 512
126
+ 0.01.558.718 I print_info: f_norm_eps = 0.0e+00
127
+ 0.01.558.720 I print_info: f_norm_rms_eps = 1.0e-06
128
+ 0.01.558.720 I print_info: f_clamp_kqv = 0.0e+00
129
+ 0.01.558.721 I print_info: f_max_alibi_bias = 0.0e+00
130
+ 0.01.558.721 I print_info: f_logit_scale = 0.0e+00
131
+ 0.01.558.721 I print_info: f_attn_scale = 0.0e+00
132
+ 0.01.558.721 I print_info: f_attn_value_scale = 0.0000
133
+ 0.01.558.722 I print_info: n_ff = 12288
134
+ 0.01.558.722 I print_info: n_expert = 128
135
+ 0.01.558.722 I print_info: n_expert_used = 4
136
+ 0.01.558.722 I print_info: n_expert_groups = 0
137
+ 0.01.558.723 I print_info: n_group_used = 0
138
+ 0.01.558.723 I print_info: causal attn = 1
139
+ 0.01.558.723 I print_info: pooling type = -1
140
+ 0.01.558.723 I print_info: rope type = 2
141
+ 0.01.558.723 I print_info: rope scaling = linear
142
+ 0.01.558.724 I print_info: freq_base_train = 5000000.0
143
+ 0.01.558.724 I print_info: freq_scale_train = 1
144
+ 0.01.558.724 I print_info: n_ctx_orig_yarn = 1048576
145
+ 0.01.558.725 I print_info: rope_yarn_log_mul = 0.0000
146
+ 0.01.558.725 I print_info: rope_finetuned = unknown
147
+ 0.01.558.725 I print_info: model type = 428B.A23B
148
+ 0.01.558.726 I print_info: model params = 426.17 B
149
+ 0.01.558.726 I print_info: general.name = MiniMax M3
150
+ 0.01.558.727 I print_info: vocab type = BPE
151
+ 0.01.558.728 I print_info: n_vocab = 200064
152
+ 0.01.558.728 I print_info: n_merges = 199744
153
+ 0.01.558.728 I print_info: BOS token = 200019 ']~b]'
154
+ 0.01.558.728 I print_info: EOS token = 200020 '[e~['
155
+ 0.01.558.728 I print_info: UNK token = 200020 '[e~['
156
+ 0.01.558.729 I print_info: PAD token = 200000 ']!p~['
157
+ 0.01.558.729 I print_info: LF token = 10 'Ċ'
158
+ 0.01.558.729 I print_info: FIM PRE token = 200001 '<fim_prefix>'
159
+ 0.01.558.729 I print_info: FIM SUF token = 200003 '<fim_suffix>'
160
+ 0.01.558.729 I print_info: FIM MID token = 200002 '<fim_middle>'
161
+ 0.01.558.730 I print_info: FIM PAD token = 200004 '<fim_pad>'
162
+ 0.01.558.730 I print_info: FIM REP token = 200005 '<reponame>'
163
+ 0.01.558.730 I print_info: EOG token = 200004 '<fim_pad>'
164
+ 0.01.558.730 I print_info: EOG token = 200005 '<reponame>'
165
+ 0.01.558.731 I print_info: EOG token = 200020 '[e~['
166
+ 0.01.558.731 I print_info: max token length = 256
167
+ 0.01.558.732 I load_tensors: loading model tensors, this can take a while... (load_mode = dio)
168
+ 0.01.936.679 I load_tensors: offloading output layer to GPU
169
+ 0.01.936.690 I load_tensors: offloading 59 repeating layers to GPU
170
+ 0.01.936.690 I load_tensors: offloaded 61/61 layers to GPU
171
+ 0.01.936.696 I load_tensors: CUDA0 model buffer size = 27172.56 MiB
172
+ 0.01.936.696 I load_tensors: CUDA1 model buffer size = 39238.19 MiB
173
+ 0.01.936.697 I load_tensors: CUDA2 model buffer size = 39238.19 MiB
174
+ 0.01.936.697 I load_tensors: CUDA3 model buffer size = 39238.19 MiB
175
+ 0.01.936.698 I load_tensors: CUDA4 model buffer size = 34878.39 MiB
176
+ 0.01.936.698 I load_tensors: CUDA5 model buffer size = 39238.19 MiB
177
+ 0.01.936.699 I load_tensors: CUDA6 model buffer size = 31764.13 MiB
178
+ 0.01.936.700 I load_tensors: CUDA_Host model buffer size = 1245.52 MiB
179
+ ....................................................................................................
180
+ 2.11.172.042 I cmn common_init_: added <fim_pad> logit bias = -inf
181
+ 2.11.172.054 I cmn common_init_: added <reponame> logit bias = -inf
182
+ 2.11.172.056 I cmn common_init_: added [e~[ logit bias = -inf
183
+ 2.11.172.344 I llama_context: constructing llama_context
184
+ 2.11.172.353 I llama_context: n_seq_max = 16
185
+ 2.11.172.354 I llama_context: n_ctx = 8192
186
+ 2.11.172.354 I llama_context: n_ctx_seq = 512
187
+ 2.11.172.354 I llama_context: n_batch = 8192
188
+ 2.11.172.354 I llama_context: n_ubatch = 8192
189
+ 2.11.172.355 I llama_context: causal_attn = 1
190
+ 2.11.172.355 I llama_context: flash_attn = enabled
191
+ 2.11.172.356 I llama_context: kv_unified = false
192
+ 2.11.172.359 I llama_context: freq_base = 5000000.0
193
+ 2.11.172.359 I llama_context: freq_scale = 1
194
+ 2.11.172.359 I llama_context: n_rs_seq = 0
195
+ 2.11.172.360 I llama_context: n_outputs_max = 8192
196
+ 2.11.172.360 I llama_context: n_ctx_seq (512) < n_ctx_train (1048576) -- the full capacity of the model will not be utilized
197
+ 2.11.178.132 I llama_context: CUDA_Host output buffer size = 12.21 MiB
198
+ 2.11.178.935 I llama_kv_cache: CUDA0 KV buffer size = 168.00 MiB
199
+ 2.11.189.582 I llama_kv_cache: CUDA1 KV buffer size = 180.00 MiB
200
+ 2.11.207.906 I llama_kv_cache: CUDA2 KV buffer size = 180.00 MiB
201
+ 2.11.224.182 I llama_kv_cache: CUDA3 KV buffer size = 180.00 MiB
202
+ 2.11.242.046 I llama_kv_cache: CUDA4 KV buffer size = 160.00 MiB
203
+ 2.11.256.452 I llama_kv_cache: CUDA5 KV buffer size = 180.00 MiB
204
+ 2.11.262.362 I llama_kv_cache: CUDA6 KV buffer size = 140.00 MiB
205
+ 2.11.262.455 I llama_kv_cache: size = 1188.00 MiB ( 512 cells, 60 layers, 16/16 seqs), K (f16): 480.00 MiB, V (f16): 480.00 MiB, K_idx (f32): 228.00 MiB
206
+ 2.11.262.462 I llama_kv_cache: attn_rot_k = 0, n_embd_head_k_all = 128
207
+ 2.11.262.463 I llama_kv_cache: attn_rot_v = 0, n_embd_head_k_all = 128
208
+ 2.11.262.562 I llama_context: pipeline parallelism enabled
209
+ 2.11.262.568 I sched_reserve: reserving ...
210
+ 2.11.325.193 I resolve_fused_ops: resolving fused Gated Delta Net support:
211
+ 2.11.327.283 I resolve_fused_ops: fused Gated Delta Net (autoregressive) enabled
212
+ 2.11.339.322 I resolve_fused_ops: fused Gated Delta Net (chunked) enabled
213
+ 2.11.339.332 I resolve_fused_ops: resolving fused Lightning Indexer support:
214
+ 2.11.343.873 I resolve_fused_ops: Lightning Indexer enabled
215
+ 2.11.343.883 I resolve_fused_ops: resolving fused DeepSeek V4 HC support:
216
+ 2.11.348.253 I resolve_fused_ops: fused DeepSeek V4 HC pre enabled
217
+ 2.11.352.591 I resolve_fused_ops: fused DeepSeek V4 HC comb enabled
218
+ 2.11.357.082 I resolve_fused_ops: fused DeepSeek V4 HC post enabled
219
+ 2.11.529.808 I sched_reserve: CUDA0 compute buffer size = 2842.62 MiB
220
+ 2.11.529.825 I sched_reserve: CUDA1 compute buffer size = 3275.62 MiB
221
+ 2.11.529.826 I sched_reserve: CUDA2 compute buffer size = 3275.62 MiB
222
+ 2.11.529.826 I sched_reserve: CUDA3 compute buffer size = 3275.62 MiB
223
+ 2.11.529.827 I sched_reserve: CUDA4 compute buffer size = 3178.62 MiB
224
+ 2.11.529.827 I sched_reserve: CUDA5 compute buffer size = 3275.62 MiB
225
+ 2.11.529.828 I sched_reserve: CUDA6 compute buffer size = 9055.75 MiB
226
+ 2.11.529.829 I sched_reserve: CUDA_Host compute buffer size = 531.00 MiB
227
+ 2.11.529.830 I sched_reserve: graph nodes = 29701 (with bs=8192), 6502 (with bs=1)
228
+ 2.11.529.830 I sched_reserve: graph splits = 1832 (with bs=8192), 8 (with bs=1)
229
+ 2.11.529.832 I sched_reserve: reserve took 267.26 ms, sched copies = 4
230
+ 2.11.529.896 I cmn common_init_: warming up the model with an empty run - please wait ... (--no-warmup to disable)
231
+ 2.11.746.201 I
232
+ 2.11.746.326 I system_info: n_threads = 48 (n_threads_batch = 48) / 56 | CUDA : ARCHS = 1200 | USE_GRAPHS = 1 | BLACKWELL_NATIVE_FP4 = 1 | CPU : SSE3 = 1 | SSSE3 = 1 | AVX = 1 | AVX_VNNI = 1 | AVX2 = 1 | F16C = 1 | FMA = 1 | BMI2 = 1 | AVX512 = 1 | AVX512_VBMI = 1 | AVX512_VNNI = 1 | AVX512_BF16 = 1 | LLAMAFILE = 1 | OPENMP = 1 | REPACK = 1 |
233
+ 2.13.769.190 I kl_divergence: computing over 552 chunks, n_ctx=512, batch_size=8192, n_seq=16
234
+ 2.18.556.477 I kl_divergence: 4.79 seconds per pass - ETA 2.75 minutes
235
+
236
+ chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p
237
+ 1 2.9871 ± 0.3768 -0.03516 ± 0.03879 0.06886 ± 0.01547 8.363 ± 1.475 % 90.588 ± 1.832 %
238
+ 2 3.4255 ± 0.3266 0.00320 ± 0.02144 0.05875 ± 0.00837 7.689 ± 0.887 % 89.412 ± 1.364 %
239
+ 3 2.6918 ± 0.1988 0.00128 ± 0.01773 0.06375 ± 0.00894 8.478 ± 0.810 % 91.895 ± 0.987 %
240
+ 4 2.4917 ± 0.1510 0.01255 ± 0.01658 0.07310 ± 0.00748 10.011 ± 0.724 % 91.176 ± 0.889 %
241
+ 5 2.3036 ± 0.1173 0.00218 ± 0.01830 0.08732 ± 0.01208 11.053 ± 0.656 % 91.294 ± 0.790 %
242
+ 6 2.2908 ± 0.1036 0.01169 ± 0.01785 0.10649 ± 0.01622 11.400 ± 0.575 % 90.784 ± 0.740 %
243
+ 7 2.4807 ± 0.1103 0.01945 ± 0.01619 0.10760 ± 0.01401 11.334 ± 0.518 % 90.420 ± 0.697 %
244
+ 8 2.6652 ± 0.1177 0.01745 ± 0.01576 0.11491 ± 0.01261 11.674 ± 0.514 % 89.853 ± 0.669 %
245
+ 9 2.7074 ± 0.1122 0.03116 ± 0.01476 0.11631 ± 0.01131 12.048 ± 0.480 % 89.586 ± 0.638 %
246
+ 10 2.6925 ± 0.1067 0.03730 ± 0.01420 0.11860 ± 0.01086 12.211 ± 0.464 % 89.529 ± 0.606 %
247
+ 11 2.7776 ± 0.1082 0.03466 ± 0.01338 0.11680 ± 0.00997 12.052 ± 0.432 % 89.483 ± 0.579 %
248
+ 12 2.9815 ± 0.1139 0.03474 ± 0.01237 0.11033 ± 0.00916 11.637 ± 0.412 % 89.739 ± 0.549 %
249
+ 13 3.0689 ± 0.1154 0.03764 ± 0.01178 0.10919 ± 0.00851 11.662 ± 0.395 % 90.045 ± 0.520 %
250
+ 14 3.1400 ± 0.1148 0.03565 ± 0.01103 0.10453 ± 0.00793 11.380 ± 0.381 % 90.084 ± 0.500 %
251
+ 15 3.3389 ± 0.1218 0.03188 ± 0.01063 0.10561 ± 0.00778 11.365 ± 0.369 % 89.882 ± 0.488 %
252
+ 16 3.3122 ± 0.1159 0.03151 ± 0.01001 0.10086 ± 0.00731 11.080 ± 0.357 % 90.025 ± 0.469 %
253
+ 17 3.4988 ± 0.1224 0.03037 ± 0.00958 0.09815 ± 0.00692 10.784 ± 0.345 % 89.965 ± 0.456 %
254
+ 18 3.5973 ± 0.1237 0.02709 ± 0.00921 0.09624 ± 0.00663 10.611 ± 0.335 % 90.065 ± 0.442 %
255
+ 19 3.5214 ± 0.1163 0.03215 ± 0.00896 0.09641 ± 0.00630 10.734 ± 0.321 % 90.114 ± 0.429 %
256
+ 20 3.5173 ± 0.1124 0.03031 ± 0.00866 0.09658 ± 0.00640 10.596 ± 0.312 % 90.216 ± 0.416 %
257
+ 21 3.6319 ± 0.1155 0.02864 ± 0.00835 0.09694 ± 0.00635 10.504 ± 0.305 % 90.159 ± 0.407 %
258
+ 22 3.5520 ± 0.1093 0.02694 ± 0.00802 0.09449 ± 0.00608 10.391 ± 0.299 % 90.214 ± 0.397 %
259
+ 23 3.4879 ± 0.1040 0.02847 ± 0.00772 0.09208 ± 0.00583 10.224 ± 0.291 % 90.435 ± 0.384 %
260
+ 24 3.4782 ± 0.1011 0.02759 ± 0.00745 0.08999 ± 0.00559 10.115 ± 0.283 % 90.441 ± 0.376 %
261
+ 25 3.3617 ± 0.0945 0.02678 ± 0.00724 0.08870 ± 0.00545 10.098 ± 0.284 % 90.588 ± 0.366 %
262
+ 26 3.3262 ± 0.0910 0.02927 ± 0.00704 0.08780 ± 0.00527 10.065 ± 0.277 % 90.573 ± 0.359 %
263
+ 27 3.4151 ± 0.0926 0.02957 ± 0.00681 0.08574 ± 0.00508 9.915 ± 0.271 % 90.690 ± 0.350 %
264
+ 28 3.4377 ± 0.0916 0.02922 ± 0.00663 0.08452 ± 0.00491 9.830 ± 0.265 % 90.770 ± 0.343 %
265
+ 29 3.4899 ± 0.0913 0.02872 ± 0.00644 0.08293 ± 0.00474 9.704 ± 0.259 % 90.818 ± 0.336 %
266
+ 30 3.5273 ± 0.0910 0.02933 ± 0.00625 0.08114 ± 0.00459 9.573 ± 0.254 % 90.941 ± 0.328 %
267
+ 31 3.5355 ± 0.0897 0.02884 ± 0.00607 0.07950 ± 0.00444 9.466 ± 0.249 % 91.056 ± 0.321 %
268
+ 32 3.5810 ± 0.0896 0.02828 ± 0.00593 0.07845 ± 0.00431 9.384 ± 0.244 % 91.091 ± 0.315 %
269
+ 33 3.6599 ± 0.0908 0.02746 ± 0.00578 0.07718 ± 0.00418 9.288 ± 0.239 % 91.099 ± 0.310 %
270
+ 34 3.7535 ± 0.0925 0.02808 ± 0.00565 0.07603 ± 0.00406 9.194 ± 0.235 % 90.911 ± 0.309 %
271
+ 35 3.8231 ± 0.0930 0.02735 ± 0.00552 0.07531 ± 0.00395 9.152 ± 0.231 % 90.868 ± 0.305 %
272
+ 36 3.8635 ± 0.0931 0.02698 ± 0.00544 0.07492 ± 0.00385 9.110 ± 0.227 % 90.893 ± 0.300 %
273
+ 37 3.9188 ± 0.0938 0.02630 ± 0.00530 0.07345 ± 0.00375 9.000 ± 0.224 % 91.055 ± 0.294 %
274
+ 38 3.9845 ± 0.0947 0.02581 ± 0.00519 0.07205 ± 0.00365 8.897 ± 0.220 % 91.104 ± 0.289 %
275
+ 39 4.0045 ± 0.0938 0.02469 ± 0.00507 0.07093 ± 0.00356 8.807 ± 0.217 % 91.212 ± 0.284 %
276
+ 40 4.0916 ± 0.0953 0.02407 ± 0.00500 0.07133 ± 0.00353 8.738 ± 0.214 % 91.157 ± 0.281 %
277
+ 41 4.0977 ± 0.0940 0.02389 ± 0.00511 0.07368 ± 0.00375 8.845 ± 0.216 % 91.019 ± 0.280 %
278
+ 42 4.0670 ± 0.0919 0.02370 ± 0.00502 0.07269 ± 0.00366 8.778 ± 0.213 % 91.046 ± 0.276 %
279
+ 43 4.0690 ± 0.0906 0.02386 ± 0.00492 0.07190 ± 0.00357 8.733 ± 0.210 % 90.980 ± 0.274 %
280
+ 44 4.1461 ± 0.0917 0.02430 ± 0.00484 0.07141 ± 0.00350 8.685 ± 0.207 % 90.936 ± 0.271 %
281
+ 45 4.2067 ± 0.0923 0.02357 ± 0.00475 0.07050 ± 0.00342 8.624 ± 0.204 % 90.989 ± 0.267 %
282
+ 46 4.1952 ± 0.0909 0.02347 ± 0.00467 0.07041 ± 0.00336 8.646 ± 0.200 % 90.963 ± 0.265 %
283
+ 47 4.1817 ± 0.0894 0.02437 ± 0.00465 0.07191 ± 0.00332 8.752 ± 0.197 % 90.880 ± 0.263 %
284
+ 48 4.1981 ± 0.0888 0.02542 ± 0.00461 0.07223 ± 0.00326 8.764 ± 0.194 % 90.833 ± 0.261 %
285
+ 49 4.2422 ± 0.0890 0.02599 ± 0.00454 0.07157 ± 0.00319 8.733 ± 0.192 % 90.812 ± 0.258 %
286
+ 50 4.3050 ± 0.0897 0.02559 ± 0.00447 0.07061 ± 0.00313 8.661 ± 0.190 % 90.792 ± 0.256 %
287
+ 51 4.3567 ± 0.0904 0.02593 ± 0.00440 0.07006 ± 0.00307 8.619 ± 0.188 % 90.857 ± 0.253 %
288
+ 52 4.3987 ± 0.0906 0.02570 ± 0.00433 0.06933 ± 0.00301 8.560 ± 0.185 % 90.875 ± 0.250 %
289
+ 53 4.4627 ± 0.0920 0.02762 ± 0.00435 0.06909 ± 0.00296 8.508 ± 0.183 % 90.884 ± 0.248 %
290
+ 54 4.5037 ± 0.0924 0.02814 ± 0.00430 0.06900 ± 0.00291 8.473 ± 0.181 % 90.879 ± 0.245 %
291
+ 55 4.5511 ± 0.0927 0.02744 ± 0.00423 0.06848 ± 0.00286 8.422 ± 0.179 % 90.923 ± 0.243 %
292
+ 56 4.5575 ± 0.0919 0.02708 ± 0.00418 0.06808 ± 0.00282 8.375 ± 0.177 % 90.924 ± 0.240 %
293
+ 57 4.5979 ± 0.0920 0.02692 ± 0.00414 0.06770 ± 0.00278 8.321 ± 0.175 % 90.932 ± 0.238 %
294
+ 58 4.6074 ± 0.0914 0.02625 ± 0.00409 0.06770 ± 0.00274 8.315 ± 0.174 % 90.947 ± 0.236 %
295
+ 59 4.6703 ± 0.0921 0.02602 ± 0.00404 0.06727 ± 0.00270 8.271 ± 0.172 % 90.994 ± 0.233 %
296
+ 60 4.7164 ± 0.0925 0.02543 ± 0.00399 0.06668 ± 0.00265 8.236 ± 0.171 % 91.039 ± 0.231 %
297
+ 61 4.8157 ± 0.0945 0.02461 ± 0.00399 0.06733 ± 0.00270 8.257 ± 0.173 % 91.064 ± 0.229 %
298
+ 62 4.8714 ± 0.0951 0.02438 ± 0.00395 0.06705 ± 0.00266 8.214 ± 0.171 % 91.075 ± 0.227 %
299
+ 63 4.9232 ± 0.0955 0.02454 ± 0.00391 0.06720 ± 0.00269 8.167 ± 0.170 % 91.105 ± 0.225 %
300
+ 64 4.9458 ± 0.0953 0.02425 ± 0.00386 0.06721 ± 0.00266 8.140 ± 0.168 % 91.152 ± 0.222 %
301
+ 65 4.9827 ± 0.0955 0.02482 ± 0.00384 0.06744 ± 0.00265 8.155 ± 0.170 % 91.143 ± 0.221 %
302
+ 66 4.9968 ± 0.0949 0.02466 ± 0.00379 0.06680 ± 0.00261 8.111 ± 0.168 % 91.147 ± 0.219 %
303
+ 67 5.0211 ± 0.0947 0.02437 ± 0.00376 0.06654 ± 0.00257 8.075 ± 0.166 % 91.174 ± 0.217 %
304
+ 68 5.0749 ± 0.0953 0.02405 ± 0.00371 0.06605 ± 0.00254 8.030 ± 0.165 % 91.217 ± 0.215 %
305
+ 69 5.1131 ± 0.0955 0.02192 ± 0.00379 0.06741 ± 0.00292 8.038 ± 0.166 % 91.225 ± 0.213 %
306
+ 70 5.1423 ± 0.0955 0.02172 ± 0.00378 0.06758 ± 0.00288 8.038 ± 0.165 % 91.210 ± 0.212 %
307
+ 71 5.1382 ± 0.0949 0.02161 ± 0.00384 0.06910 ± 0.00297 8.037 ± 0.165 % 91.212 ± 0.210 %
308
+ 72 5.1748 ± 0.0954 0.02106 ± 0.00385 0.07012 ± 0.00296 8.079 ± 0.166 % 91.220 ± 0.209 %
309
+ 73 5.1991 ± 0.0954 0.02036 ± 0.00382 0.07004 ± 0.00293 8.052 ± 0.164 % 91.238 ± 0.207 %
310
+ 74 5.2037 ± 0.0952 0.01943 ± 0.00381 0.07175 ± 0.00299 8.099 ± 0.165 % 91.208 ± 0.206 %
311
+ 75 5.1109 ± 0.0925 0.01904 ± 0.00382 0.07234 ± 0.00306 8.155 ± 0.166 % 91.252 ± 0.204 %
312
+ 76 5.0465 ± 0.0904 0.01825 ± 0.00380 0.07274 ± 0.00303 8.235 ± 0.164 % 91.249 ± 0.203 %
313
+ 77 5.0336 ± 0.0894 0.01904 ± 0.00377 0.07298 ± 0.00300 8.272 ± 0.163 % 91.179 ± 0.202 %
314
+ 78 5.0392 ± 0.0888 0.01898 ± 0.00373 0.07272 ± 0.00296 8.253 ± 0.162 % 91.166 ± 0.201 %
315
+ 79 5.0563 ± 0.0886 0.01915 ± 0.00370 0.07247 ± 0.00292 8.242 ± 0.160 % 91.164 ± 0.200 %
316
+ 80 5.0438 ± 0.0877 0.01949 ± 0.00367 0.07211 ± 0.00289 8.233 ± 0.158 % 91.181 ± 0.199 %
317
+ 81 5.0524 ± 0.0873 0.01918 ± 0.00364 0.07197 ± 0.00285 8.221 ± 0.157 % 91.140 ± 0.198 %
318
+ 82 5.0436 ± 0.0865 0.02029 ± 0.00360 0.07170 ± 0.00282 8.215 ± 0.156 % 91.129 ± 0.197 %
319
+ 83 5.0395 ± 0.0858 0.01905 ± 0.00361 0.07205 ± 0.00280 8.218 ± 0.154 % 91.103 ± 0.196 %
320
+ 84 5.0439 ± 0.0853 0.01938 ± 0.00358 0.07194 ± 0.00278 8.208 ± 0.153 % 91.083 ± 0.195 %
321
+ 85 5.0432 ± 0.0848 0.01913 ± 0.00356 0.07185 ± 0.00275 8.203 ± 0.152 % 91.082 ± 0.194 %
322
+ 86 5.1005 ± 0.0855 0.01945 ± 0.00353 0.07152 ± 0.00272 8.169 ± 0.151 % 91.076 ± 0.193 %
323
+ 87 5.1006 ± 0.0849 0.01916 ± 0.00350 0.07110 ± 0.00269 8.141 ± 0.150 % 91.089 ± 0.191 %
324
+ 88 5.1097 ± 0.0845 0.01953 ± 0.00347 0.07084 ± 0.00266 8.145 ± 0.149 % 91.087 ± 0.190 %
325
+ 89 5.1116 ± 0.0840 0.01920 ± 0.00344 0.07067 ± 0.00263 8.131 ± 0.148 % 91.086 ± 0.189 %
326
+ 90 5.0994 ± 0.0832 0.01891 ± 0.00341 0.07061 ± 0.00260 8.117 ± 0.146 % 91.050 ± 0.188 %
327
+ 91 5.0867 ± 0.0824 0.01856 ± 0.00337 0.07033 ± 0.00258 8.099 ± 0.145 % 91.075 ± 0.187 %
328
+ 92 5.0604 ± 0.0813 0.01868 ± 0.00334 0.07000 ± 0.00255 8.082 ± 0.144 % 91.087 ± 0.186 %
329
+ 93 5.0754 ± 0.0812 0.01913 ± 0.00335 0.07083 ± 0.00255 8.107 ± 0.145 % 91.035 ± 0.186 %
330
+ 94 5.0826 ± 0.0808 0.01965 ± 0.00332 0.07067 ± 0.00252 8.113 ± 0.144 % 91.035 ± 0.185 %
331
+ 95 5.1147 ± 0.0810 0.01988 ± 0.00329 0.07032 ± 0.00250 8.083 ± 0.143 % 91.034 ± 0.184 %
332
+ 96 5.1202 ± 0.0806 0.01973 ± 0.00326 0.06991 ± 0.00247 8.056 ± 0.142 % 91.046 ± 0.182 %
333
+ 97 5.1319 ± 0.0804 0.01943 ± 0.00330 0.07077 ± 0.00258 8.043 ± 0.142 % 91.037 ± 0.182 %
334
+ 98 5.1283 ± 0.0798 0.01946 ± 0.00327 0.07033 ± 0.00255 8.017 ± 0.141 % 91.060 ± 0.180 %
335
+ 99 5.1309 ± 0.0795 0.01952 ± 0.00325 0.07036 ± 0.00253 8.024 ± 0.141 % 91.075 ± 0.179 %
336
+ 100 5.1122 ± 0.0788 0.01967 ± 0.00324 0.07076 ± 0.00252 8.031 ± 0.140 % 91.059 ± 0.179 %
337
+ 101 5.1746 ± 0.0797 0.01948 ± 0.00321 0.07068 ± 0.00249 8.002 ± 0.139 % 91.039 ± 0.178 %
338
+ 102 5.2376 ± 0.0806 0.01935 ± 0.00322 0.07105 ± 0.00247 7.984 ± 0.138 % 91.019 ± 0.177 %
339
+ 103 5.3007 ± 0.0816 0.01926 ± 0.00320 0.07093 ± 0.00245 7.970 ± 0.137 % 91.045 ± 0.176 %
340
+ 104 5.3318 ± 0.0819 0.01906 ± 0.00318 0.07115 ± 0.00245 7.946 ± 0.137 % 91.029 ± 0.175 %
341
+ 105 5.3974 ± 0.0829 0.01894 ± 0.00315 0.07105 ± 0.00243 7.918 ± 0.136 % 91.036 ± 0.175 %
342
+ 106 5.4248 ± 0.0830 0.01870 ± 0.00313 0.07065 ± 0.00241 7.890 ± 0.135 % 91.058 ± 0.174 %
343
+ 107 5.4142 ± 0.0823 0.01859 ± 0.00311 0.07030 ± 0.00238 7.868 ± 0.134 % 91.050 ± 0.173 %
344
+ 108 5.4890 ± 0.0836 0.01848 ± 0.00310 0.07050 ± 0.00237 7.847 ± 0.133 % 91.028 ± 0.172 %
345
+ 109 5.5242 ± 0.0839 0.01840 ± 0.00308 0.07008 ± 0.00235 7.817 ± 0.133 % 91.027 ± 0.171 %
346
+ 110 5.5091 ± 0.0832 0.01824 ± 0.00305 0.06990 ± 0.00233 7.835 ± 0.132 % 91.048 ± 0.170 %
347
+ 111 5.4572 ± 0.0819 0.01862 ± 0.00304 0.07002 ± 0.00231 7.873 ± 0.131 % 91.051 ± 0.170 %
348
+ 112 5.4253 ± 0.0809 0.01910 ± 0.00303 0.07009 ± 0.00229 7.907 ± 0.130 % 91.019 ± 0.169 %
349
+ 113 5.3903 ± 0.0799 0.01884 ± 0.00301 0.07020 ± 0.00228 7.953 ± 0.130 % 91.032 ± 0.168 %
350
+ 114 5.3673 ± 0.0791 0.01954 ± 0.00300 0.07026 ± 0.00226 7.977 ± 0.129 % 91.018 ± 0.168 %
351
+ 115 5.3378 ± 0.0782 0.02070 ± 0.00300 0.07033 ± 0.00225 7.997 ± 0.129 % 91.021 ± 0.167 %
352
+ 116 5.3171 ± 0.0775 0.02054 ± 0.00299 0.07017 ± 0.00223 7.996 ± 0.129 % 91.031 ± 0.166 %
353
+ 117 5.2893 ± 0.0766 0.01981 ± 0.00302 0.07101 ± 0.00240 8.009 ± 0.129 % 91.021 ± 0.166 %
354
+ 118 5.2491 ± 0.0755 0.01990 ± 0.00300 0.07084 ± 0.00238 8.017 ± 0.128 % 91.020 ± 0.165 %
355
+ 119 5.2121 ± 0.0746 0.01994 ± 0.00299 0.07081 ± 0.00236 8.043 ± 0.127 % 91.020 ± 0.164 %
356
+ 120 5.1875 ± 0.0738 0.01980 ± 0.00299 0.07097 ± 0.00235 8.064 ± 0.126 % 91.007 ± 0.164 %
357
+ 121 5.1561 ± 0.0729 0.02016 ± 0.00297 0.07096 ± 0.00233 8.095 ± 0.125 % 91.032 ± 0.163 %
358
+ 122 5.1152 ± 0.0719 0.02017 ± 0.00295 0.07064 ± 0.00231 8.084 ± 0.124 % 91.058 ± 0.162 %
359
+ 123 5.0855 ± 0.0711 0.02029 ± 0.00294 0.07041 ± 0.00229 8.081 ± 0.124 % 91.073 ± 0.161 %
360
+ 124 5.0503 ± 0.0702 0.02033 ± 0.00292 0.07026 ± 0.00227 8.083 ± 0.123 % 91.085 ± 0.160 %
361
+ 125 5.0225 ± 0.0695 0.02029 ± 0.00291 0.07011 ± 0.00226 8.080 ± 0.122 % 91.103 ± 0.159 %
362
+ 126 5.0148 ± 0.0691 0.02023 ± 0.00289 0.07017 ± 0.00224 8.092 ± 0.121 % 91.099 ± 0.159 %
363
+ 127 5.0102 ± 0.0687 0.02023 ± 0.00288 0.07001 ± 0.00222 8.083 ± 0.121 % 91.104 ± 0.158 %
364
+ 128 4.9997 ± 0.0681 0.02058 ± 0.00286 0.07002 ± 0.00221 8.090 ± 0.120 % 91.063 ± 0.158 %
365
+ 129 4.9784 ± 0.0675 0.02071 ± 0.00285 0.06997 ± 0.00219 8.105 ± 0.119 % 91.075 ± 0.157 %
366
+ 130 4.9791 ± 0.0673 0.02096 ± 0.00283 0.06979 ± 0.00217 8.094 ± 0.119 % 91.068 ± 0.157 %
367
+ 131 4.9846 ± 0.0671 0.02057 ± 0.00282 0.06948 ± 0.00216 8.074 ± 0.118 % 91.088 ± 0.156 %
368
+ 132 4.9939 ± 0.0670 0.02056 ± 0.00280 0.06937 ± 0.00214 8.078 ± 0.118 % 91.084 ± 0.155 %
369
+ 133 4.9672 ± 0.0663 0.02045 ± 0.00279 0.06951 ± 0.00213 8.121 ± 0.118 % 91.045 ± 0.155 %
370
+ 134 4.9504 ± 0.0657 0.02086 ± 0.00278 0.06966 ± 0.00211 8.146 ± 0.117 % 91.027 ± 0.155 %
371
+ 135 4.9285 ± 0.0651 0.02039 ± 0.00277 0.06983 ± 0.00210 8.165 ± 0.116 % 91.044 ± 0.154 %
372
+ 136 4.9141 ± 0.0646 0.02053 ± 0.00276 0.06982 ± 0.00209 8.170 ± 0.116 % 91.058 ± 0.153 %
373
+ 137 4.9051 ± 0.0642 0.02061 ± 0.00275 0.06978 ± 0.00207 8.169 ± 0.115 % 91.055 ± 0.153 %
374
+ 138 4.8833 ± 0.0636 0.02067 ± 0.00273 0.06948 ± 0.00206 8.154 ± 0.114 % 91.077 ± 0.152 %
375
+ 139 4.8784 ± 0.0633 0.02073 ± 0.00273 0.06935 ± 0.00204 8.142 ± 0.114 % 91.105 ± 0.151 %
376
+ 140 4.8612 ± 0.0627 0.02076 ± 0.00271 0.06901 ± 0.00203 8.124 ± 0.113 % 91.146 ± 0.150 %
377
+ 141 4.8595 ± 0.0625 0.02059 ± 0.00270 0.06874 ± 0.00202 8.109 ± 0.113 % 91.181 ± 0.150 %
378
+ 142 4.8429 ± 0.0620 0.02044 ± 0.00268 0.06868 ± 0.00201 8.099 ± 0.113 % 91.204 ± 0.149 %
379
+ 143 4.8237 ± 0.0614 0.01953 ± 0.00270 0.06957 ± 0.00203 8.165 ± 0.114 % 91.183 ± 0.148 %
380
+ 144 4.8089 ± 0.0610 0.01961 ± 0.00268 0.06960 ± 0.00203 8.181 ± 0.114 % 91.212 ± 0.148 %
381
+ 145 4.7999 ± 0.0606 0.01971 ± 0.00267 0.06940 ± 0.00201 8.172 ± 0.113 % 91.210 ± 0.147 %
382
+ 146 4.7908 ± 0.0603 0.01962 ± 0.00267 0.06961 ± 0.00203 8.171 ± 0.114 % 91.230 ± 0.147 %
383
+ 147 4.7815 ± 0.0599 0.01998 ± 0.00266 0.07018 ± 0.00207 8.195 ± 0.115 % 91.255 ± 0.146 %
384
+ 148 4.7544 ± 0.0592 0.01997 ± 0.00265 0.06998 ± 0.00205 8.195 ± 0.114 % 91.296 ± 0.145 %
385
+ 149 4.7413 ± 0.0588 0.01997 ± 0.00265 0.07014 ± 0.00205 8.228 ± 0.116 % 91.304 ± 0.145 %
386
+ 150 4.7290 ± 0.0584 0.01996 ± 0.00264 0.06992 ± 0.00204 8.213 ± 0.115 % 91.318 ± 0.144 %
387
+ 151 4.7202 ± 0.0580 0.01975 ± 0.00263 0.06972 ± 0.00203 8.204 ± 0.115 % 91.331 ± 0.143 %
388
+ 152 4.7114 ± 0.0576 0.01970 ± 0.00261 0.06951 ± 0.00201 8.201 ± 0.114 % 91.352 ± 0.143 %
389
+ 153 4.7105 ± 0.0574 0.01999 ± 0.00260 0.06930 ± 0.00200 8.186 ± 0.114 % 91.365 ± 0.142 %
390
+ 154 4.7066 ± 0.0571 0.02006 ± 0.00260 0.06938 ± 0.00200 8.171 ± 0.113 % 91.365 ± 0.142 %
391
+ 155 4.7119 ± 0.0570 0.02010 ± 0.00259 0.06929 ± 0.00199 8.163 ± 0.113 % 91.335 ± 0.142 %
392
+ 156 4.7127 ± 0.0569 0.02011 ± 0.00258 0.06917 ± 0.00198 8.143 ± 0.112 % 91.357 ± 0.141 %
393
+ 157 4.7109 ± 0.0567 0.02001 ± 0.00257 0.06917 ± 0.00197 8.138 ± 0.112 % 91.345 ± 0.141 %
394
+ 158 4.7147 ± 0.0566 0.02008 ± 0.00255 0.06901 ± 0.00196 8.123 ± 0.111 % 91.345 ± 0.140 %
395
+ 159 4.7283 ± 0.0567 0.02043 ± 0.00255 0.06937 ± 0.00196 8.135 ± 0.112 % 91.338 ± 0.140 %
396
+ 160 4.7430 ± 0.0567 0.02066 ± 0.00254 0.06927 ± 0.00195 8.122 ± 0.111 % 91.343 ± 0.139 %
397
+ 161 4.7486 ± 0.0566 0.02074 ± 0.00253 0.06940 ± 0.00194 8.126 ± 0.111 % 91.321 ± 0.139 %
398
+ 162 4.7793 ± 0.0569 0.02044 ± 0.00251 0.06915 ± 0.00193 8.106 ± 0.111 % 91.324 ± 0.138 %
399
+ 163 4.8053 ± 0.0571 0.02001 ± 0.00250 0.06908 ± 0.00192 8.096 ± 0.110 % 91.317 ± 0.138 %
400
+ 164 4.8311 ± 0.0573 0.01976 ± 0.00249 0.06905 ± 0.00191 8.078 ± 0.110 % 91.303 ± 0.138 %
401
+ 165 4.8687 ± 0.0578 0.01960 ± 0.00249 0.06902 ± 0.00190 8.073 ± 0.109 % 91.282 ± 0.138 %
402
+ 166 4.8970 ± 0.0581 0.01934 ± 0.00247 0.06891 ± 0.00188 8.057 ± 0.109 % 91.276 ± 0.137 %
403
+ 167 4.9302 ± 0.0584 0.01903 ± 0.00247 0.06904 ± 0.00188 8.050 ± 0.108 % 91.250 ± 0.137 %
404
+ 168 4.9610 ± 0.0588 0.01912 ± 0.00246 0.06906 ± 0.00187 8.038 ± 0.108 % 91.254 ± 0.136 %
405
+ 169 4.9714 ± 0.0588 0.01896 ± 0.00245 0.06900 ± 0.00186 8.037 ± 0.108 % 91.250 ± 0.136 %
406
+ 170 4.9613 ± 0.0585 0.01893 ± 0.00244 0.06940 ± 0.00187 8.068 ± 0.107 % 91.236 ± 0.136 %
407
+ 171 4.9458 ± 0.0581 0.01896 ± 0.00244 0.06949 ± 0.00186 8.079 ± 0.107 % 91.242 ± 0.135 %
408
+ 172 4.9586 ± 0.0582 0.01918 ± 0.00243 0.06947 ± 0.00185 8.070 ± 0.106 % 91.227 ± 0.135 %
409
+ 173 4.9418 ± 0.0577 0.01918 ± 0.00242 0.06941 ± 0.00184 8.071 ± 0.106 % 91.227 ± 0.135 %
410
+ 174 4.9460 ± 0.0576 0.01944 ± 0.00241 0.06932 ± 0.00183 8.064 ± 0.105 % 91.226 ± 0.134 %
411
+ 175 4.9401 ± 0.0573 0.01947 ± 0.00240 0.06922 ± 0.00182 8.074 ± 0.105 % 91.211 ± 0.134 %
412
+ 176 4.9427 ± 0.0572 0.01947 ± 0.00239 0.06909 ± 0.00181 8.068 ± 0.105 % 91.228 ± 0.134 %
413
+ 177 4.9416 ± 0.0570 0.01924 ± 0.00238 0.06904 ± 0.00180 8.068 ± 0.104 % 91.222 ± 0.133 %
414
+ 178 4.9497 ± 0.0570 0.01946 ± 0.00238 0.06893 ± 0.00179 8.059 ± 0.104 % 91.227 ± 0.133 %
415
+ 179 4.9810 ± 0.0573 0.01939 ± 0.00237 0.06881 ± 0.00178 8.042 ± 0.104 % 91.228 ± 0.132 %
416
+ 180 5.0048 ± 0.0575 0.01928 ± 0.00236 0.06881 ± 0.00177 8.034 ± 0.103 % 91.231 ± 0.132 %
417
+ 181 5.0251 ± 0.0576 0.01911 ± 0.00235 0.06870 ± 0.00176 8.021 ± 0.103 % 91.230 ± 0.132 %
418
+ 182 5.0354 ± 0.0576 0.01912 ± 0.00234 0.06850 ± 0.00175 8.005 ± 0.103 % 91.239 ± 0.131 %
419
+ 183 5.0662 ± 0.0580 0.01925 ± 0.00235 0.06877 ± 0.00176 7.995 ± 0.102 % 91.223 ± 0.131 %
420
+ 184 5.0996 ± 0.0583 0.01904 ± 0.00234 0.06887 ± 0.00175 7.994 ± 0.102 % 91.217 ± 0.131 %
421
+ 185 5.1260 ± 0.0586 0.01886 ± 0.00233 0.06877 ± 0.00175 7.987 ± 0.102 % 91.216 ± 0.130 %
422
+ 186 5.1465 ± 0.0587 0.01898 ± 0.00232 0.06876 ± 0.00174 7.971 ± 0.102 % 91.204 ± 0.130 %
423
+ 187 5.1594 ± 0.0588 0.01897 ± 0.00232 0.06870 ± 0.00173 7.956 ± 0.101 % 91.211 ± 0.130 %
424
+ 188 5.1661 ± 0.0587 0.01907 ± 0.00231 0.06869 ± 0.00172 7.950 ± 0.101 % 91.214 ± 0.129 %
425
+ 189 5.1602 ± 0.0585 0.01905 ± 0.00230 0.06849 ± 0.00172 7.939 ± 0.101 % 91.231 ± 0.129 %
426
+ 190 5.1573 ± 0.0583 0.01920 ± 0.00229 0.06833 ± 0.00171 7.932 ± 0.101 % 91.224 ± 0.129 %
427
+ 191 5.1512 ± 0.0580 0.01920 ± 0.00228 0.06839 ± 0.00170 7.931 ± 0.101 % 91.237 ± 0.128 %
428
+ 192 5.1771 ± 0.0583 0.01917 ± 0.00227 0.06825 ± 0.00169 7.915 ± 0.100 % 91.246 ± 0.128 %
429
+ 193 5.1984 ± 0.0584 0.01854 ± 0.00227 0.06834 ± 0.00170 7.911 ± 0.100 % 91.243 ± 0.127 %
430
+ 194 5.2184 ± 0.0585 0.01837 ± 0.00226 0.06815 ± 0.00169 7.904 ± 0.100 % 91.247 ± 0.127 %
431
+ 195 5.2194 ± 0.0584 0.01839 ± 0.00225 0.06791 ± 0.00168 7.890 ± 0.100 % 91.258 ± 0.127 %
432
+ 196 5.2327 ± 0.0584 0.01839 ± 0.00224 0.06793 ± 0.00167 7.879 ± 0.100 % 91.255 ± 0.126 %
433
+ 197 5.2208 ± 0.0581 0.01830 ± 0.00223 0.06782 ± 0.00167 7.875 ± 0.099 % 91.279 ± 0.126 %
434
+ 198 5.2502 ± 0.0584 0.01855 ± 0.00223 0.06817 ± 0.00167 7.874 ± 0.099 % 91.270 ± 0.126 %
435
+ 199 5.2250 ± 0.0580 0.01853 ± 0.00223 0.06813 ± 0.00166 7.888 ± 0.099 % 91.282 ± 0.125 %
436
+ 200 5.2155 ± 0.0576 0.01859 ± 0.00222 0.06795 ± 0.00165 7.879 ± 0.099 % 91.280 ± 0.125 %
437
+ 201 5.2029 ± 0.0573 0.01865 ± 0.00221 0.06777 ± 0.00165 7.875 ± 0.098 % 91.300 ± 0.124 %
438
+ 202 5.1842 ± 0.0569 0.01863 ± 0.00221 0.06769 ± 0.00164 7.881 ± 0.098 % 91.308 ± 0.124 %
439
+ 203 5.1774 ± 0.0567 0.01876 ± 0.00220 0.06760 ± 0.00163 7.874 ± 0.097 % 91.311 ± 0.124 %
440
+ 204 5.1667 ± 0.0563 0.01876 ± 0.00219 0.06764 ± 0.00163 7.886 ± 0.097 % 91.290 ± 0.124 %
441
+ 205 5.1616 ± 0.0561 0.01868 ± 0.00218 0.06759 ± 0.00162 7.879 ± 0.097 % 91.273 ± 0.123 %
442
+ 206 5.1584 ± 0.0559 0.01872 ± 0.00217 0.06746 ± 0.00161 7.869 ± 0.097 % 91.289 ± 0.123 %
443
+ 207 5.1449 ± 0.0556 0.01865 ± 0.00217 0.06735 ± 0.00160 7.866 ± 0.096 % 91.282 ± 0.123 %
444
+ 208 5.1230 ± 0.0551 0.01868 ± 0.00216 0.06718 ± 0.00160 7.860 ± 0.096 % 91.297 ± 0.122 %
445
+ 209 5.1120 ± 0.0549 0.01853 ± 0.00215 0.06715 ± 0.00159 7.862 ± 0.096 % 91.297 ± 0.122 %
446
+ 210 5.1003 ± 0.0546 0.01844 ± 0.00214 0.06719 ± 0.00158 7.867 ± 0.095 % 91.279 ± 0.122 %
447
+ 211 5.0882 ± 0.0543 0.01895 ± 0.00214 0.06727 ± 0.00158 7.875 ± 0.095 % 91.267 ± 0.122 %
448
+ 212 5.0873 ± 0.0541 0.01892 ± 0.00213 0.06713 ± 0.00157 7.864 ± 0.094 % 91.271 ± 0.121 %
449
+ 213 5.0737 ± 0.0538 0.01896 ± 0.00212 0.06701 ± 0.00156 7.856 ± 0.094 % 91.277 ± 0.121 %
450
+ 214 5.0509 ± 0.0534 0.01937 ± 0.00213 0.06718 ± 0.00157 7.876 ± 0.094 % 91.277 ± 0.121 %
451
+ 215 5.0332 ± 0.0530 0.01933 ± 0.00212 0.06712 ± 0.00156 7.879 ± 0.094 % 91.287 ± 0.120 %
452
+ 216 5.0228 ± 0.0527 0.01918 ± 0.00212 0.06708 ± 0.00156 7.878 ± 0.094 % 91.284 ± 0.120 %
453
+ 217 5.0070 ± 0.0524 0.01921 ± 0.00211 0.06693 ± 0.00155 7.872 ± 0.093 % 91.291 ± 0.120 %
454
+ 218 4.9953 ± 0.0521 0.01932 ± 0.00210 0.06682 ± 0.00154 7.867 ± 0.093 % 91.297 ± 0.120 %
455
+ 219 4.9871 ± 0.0518 0.01925 ± 0.00209 0.06672 ± 0.00154 7.863 ± 0.093 % 91.290 ± 0.119 %
456
+ 220 4.9737 ± 0.0515 0.01936 ± 0.00209 0.06680 ± 0.00153 7.891 ± 0.092 % 91.280 ± 0.119 %
457
+ 221 4.9697 ± 0.0513 0.01946 ± 0.00208 0.06666 ± 0.00152 7.881 ± 0.092 % 91.287 ± 0.119 %
458
+ 222 4.9555 ± 0.0510 0.01967 ± 0.00207 0.06658 ± 0.00152 7.878 ± 0.092 % 91.293 ± 0.118 %
459
+ 223 4.9476 ± 0.0508 0.01954 ± 0.00207 0.06654 ± 0.00151 7.874 ± 0.091 % 91.299 ± 0.118 %
460
+ 224 4.9459 ± 0.0507 0.01954 ± 0.00206 0.06635 ± 0.00151 7.863 ± 0.091 % 91.306 ± 0.118 %
461
+ 225 4.9408 ± 0.0505 0.01946 ± 0.00205 0.06619 ± 0.00150 7.850 ± 0.091 % 91.301 ± 0.118 %
462
+ 226 4.9437 ± 0.0504 0.01943 ± 0.00204 0.06598 ± 0.00149 7.836 ± 0.091 % 91.322 ± 0.117 %
463
+ 227 4.9543 ± 0.0504 0.01957 ± 0.00204 0.06583 ± 0.00149 7.827 ± 0.090 % 91.317 ± 0.117 %
464
+ 228 4.9605 ± 0.0504 0.01958 ± 0.00203 0.06569 ± 0.00148 7.818 ± 0.090 % 91.331 ± 0.117 %
465
+ 229 4.9433 ± 0.0501 0.02006 ± 0.00203 0.06582 ± 0.00147 7.853 ± 0.090 % 91.318 ± 0.117 %
466
+ 230 4.9445 ± 0.0500 0.02032 ± 0.00203 0.06616 ± 0.00148 7.871 ± 0.090 % 91.306 ± 0.116 %
467
+ 231 4.9417 ± 0.0499 0.02033 ± 0.00203 0.06615 ± 0.00148 7.875 ± 0.090 % 91.300 ± 0.116 %
468
+ 232 4.9540 ± 0.0499 0.02026 ± 0.00203 0.06615 ± 0.00147 7.875 ± 0.089 % 91.283 ± 0.116 %
469
+ 233 4.9712 ± 0.0501 0.02042 ± 0.00202 0.06602 ± 0.00146 7.863 ± 0.089 % 91.290 ± 0.116 %
470
+ 234 4.9832 ± 0.0501 0.02059 ± 0.00201 0.06591 ± 0.00146 7.852 ± 0.089 % 91.294 ± 0.115 %
471
+ 235 4.9937 ± 0.0501 0.02052 ± 0.00201 0.06576 ± 0.00145 7.841 ± 0.089 % 91.284 ± 0.115 %
472
+ 236 5.0089 ± 0.0503 0.02030 ± 0.00200 0.06571 ± 0.00145 7.833 ± 0.088 % 91.271 ± 0.115 %
473
+ 237 5.0220 ± 0.0503 0.02002 ± 0.00200 0.06574 ± 0.00145 7.830 ± 0.088 % 91.275 ± 0.115 %
474
+ 238 5.0315 ± 0.0503 0.01979 ± 0.00199 0.06583 ± 0.00146 7.826 ± 0.089 % 91.274 ± 0.115 %
475
+ 239 5.0506 ± 0.0505 0.01991 ± 0.00200 0.06591 ± 0.00146 7.822 ± 0.088 % 91.272 ± 0.114 %
476
+ 240 5.0770 ± 0.0507 0.01957 ± 0.00199 0.06582 ± 0.00145 7.809 ± 0.088 % 91.260 ± 0.114 %
477
+ 241 5.0925 ± 0.0508 0.01938 ± 0.00198 0.06571 ± 0.00145 7.796 ± 0.088 % 91.265 ± 0.114 %
478
+ 242 5.0946 ± 0.0507 0.01935 ± 0.00198 0.06561 ± 0.00144 7.790 ± 0.088 % 91.261 ± 0.114 %
479
+ 243 5.1039 ± 0.0508 0.01933 ± 0.00197 0.06556 ± 0.00144 7.785 ± 0.088 % 91.279 ± 0.113 %
480
+ 244 5.0999 ± 0.0507 0.01944 ± 0.00197 0.06553 ± 0.00143 7.786 ± 0.087 % 91.281 ± 0.113 %
481
+ 245 5.0813 ± 0.0503 0.01953 ± 0.00196 0.06554 ± 0.00143 7.787 ± 0.087 % 91.294 ± 0.113 %
482
+ 246 5.0709 ± 0.0501 0.01952 ± 0.00196 0.06561 ± 0.00142 7.801 ± 0.087 % 91.291 ± 0.113 %
483
+ 247 5.0625 ± 0.0499 0.01953 ± 0.00195 0.06553 ± 0.00142 7.800 ± 0.087 % 91.285 ± 0.112 %
484
+ 248 5.0617 ± 0.0498 0.01974 ± 0.00195 0.06543 ± 0.00141 7.794 ± 0.086 % 91.287 ± 0.112 %
485
+ 249 5.0630 ± 0.0497 0.01962 ± 0.00194 0.06540 ± 0.00141 7.787 ± 0.086 % 91.292 ± 0.112 %
486
+ 250 5.0698 ± 0.0497 0.01967 ± 0.00194 0.06530 ± 0.00140 7.782 ± 0.086 % 91.278 ± 0.112 %
487
+ 251 5.0693 ± 0.0496 0.01971 ± 0.00193 0.06517 ± 0.00140 7.773 ± 0.086 % 91.283 ± 0.111 %
488
+ 252 5.0700 ± 0.0495 0.01988 ± 0.00193 0.06507 ± 0.00139 7.765 ± 0.085 % 91.298 ± 0.111 %
489
+ 253 5.0685 ± 0.0493 0.01990 ± 0.00193 0.06528 ± 0.00139 7.786 ± 0.086 % 91.278 ± 0.111 %
490
+ 254 5.0754 ± 0.0493 0.01992 ± 0.00192 0.06556 ± 0.00140 7.792 ± 0.085 % 91.264 ± 0.111 %
491
+ 255 5.0715 ± 0.0492 0.01963 ± 0.00192 0.06552 ± 0.00139 7.791 ± 0.085 % 91.266 ± 0.111 %
492
+ 256 5.0677 ± 0.0490 0.01983 ± 0.00192 0.06541 ± 0.00139 7.787 ± 0.085 % 91.273 ± 0.110 %
493
+ 257 5.0649 ± 0.0489 0.01988 ± 0.00191 0.06538 ± 0.00138 7.788 ± 0.085 % 91.279 ± 0.110 %
494
+ 258 5.0622 ± 0.0488 0.01988 ± 0.00191 0.06543 ± 0.00138 7.789 ± 0.085 % 91.290 ± 0.110 %
495
+ 259 5.0599 ± 0.0487 0.01999 ± 0.00190 0.06537 ± 0.00137 7.789 ± 0.084 % 91.297 ± 0.110 %
496
+ 260 5.0624 ± 0.0486 0.02014 ± 0.00190 0.06537 ± 0.00137 7.786 ± 0.084 % 91.302 ± 0.109 %
497
+ 261 5.0573 ± 0.0484 0.02019 ± 0.00190 0.06539 ± 0.00137 7.784 ± 0.084 % 91.303 ± 0.109 %
498
+ 262 5.0594 ± 0.0484 0.02013 ± 0.00189 0.06532 ± 0.00136 7.783 ± 0.084 % 91.299 ± 0.109 %
499
+ 263 5.0567 ± 0.0482 0.02033 ± 0.00189 0.06540 ± 0.00136 7.785 ± 0.083 % 91.298 ± 0.109 %
500
+ 264 5.0567 ± 0.0481 0.02037 ± 0.00189 0.06546 ± 0.00136 7.791 ± 0.083 % 91.300 ± 0.109 %
501
+ 265 5.0533 ± 0.0480 0.02039 ± 0.00189 0.06568 ± 0.00136 7.806 ± 0.084 % 91.302 ± 0.108 %
502
+ 266 5.0498 ± 0.0479 0.02013 ± 0.00189 0.06634 ± 0.00140 7.818 ± 0.084 % 91.306 ± 0.108 %
503
+ 267 5.0525 ± 0.0479 0.02008 ± 0.00189 0.06657 ± 0.00140 7.828 ± 0.084 % 91.295 ± 0.108 %
504
+ 268 5.0349 ± 0.0476 0.02002 ± 0.00189 0.06644 ± 0.00139 7.823 ± 0.084 % 91.314 ± 0.108 %
505
+ 269 5.0225 ± 0.0474 0.02011 ± 0.00188 0.06648 ± 0.00139 7.847 ± 0.084 % 91.314 ± 0.108 %
506
+ 270 5.0233 ± 0.0473 0.02023 ± 0.00188 0.06637 ± 0.00138 7.840 ± 0.083 % 91.306 ± 0.107 %
507
+ 271 5.0211 ± 0.0471 0.02026 ± 0.00187 0.06626 ± 0.00138 7.834 ± 0.083 % 91.310 ± 0.107 %
508
+ 272 5.0143 ± 0.0470 0.02043 ± 0.00187 0.06622 ± 0.00137 7.839 ± 0.083 % 91.319 ± 0.107 %
509
+ 273 5.0217 ± 0.0470 0.02039 ± 0.00187 0.06628 ± 0.00137 7.842 ± 0.083 % 91.327 ± 0.107 %
510
+ 274 5.0330 ± 0.0471 0.02028 ± 0.00186 0.06622 ± 0.00136 7.837 ± 0.083 % 91.327 ± 0.106 %
511
+ 275 5.0445 ± 0.0471 0.02026 ± 0.00186 0.06615 ± 0.00136 7.830 ± 0.083 % 91.331 ± 0.106 %
512
+ 276 5.0601 ± 0.0473 0.02030 ± 0.00185 0.06612 ± 0.00135 7.826 ± 0.082 % 91.320 ± 0.106 %
513
+ 277 5.0737 ± 0.0474 0.02029 ± 0.00185 0.06619 ± 0.00135 7.821 ± 0.082 % 91.315 ± 0.106 %
514
+ 278 5.0822 ± 0.0474 0.02025 ± 0.00184 0.06616 ± 0.00135 7.815 ± 0.082 % 91.310 ± 0.106 %
515
+ 279 5.0929 ± 0.0474 0.02003 ± 0.00184 0.06617 ± 0.00135 7.813 ± 0.082 % 91.308 ± 0.106 %
516
+ 280 5.0978 ± 0.0474 0.01986 ± 0.00184 0.06607 ± 0.00134 7.806 ± 0.082 % 91.312 ± 0.105 %
517
+ 281 5.1160 ± 0.0475 0.01991 ± 0.00183 0.06611 ± 0.00134 7.798 ± 0.082 % 91.321 ± 0.105 %
518
+ 282 5.1136 ± 0.0474 0.01972 ± 0.00183 0.06608 ± 0.00133 7.800 ± 0.082 % 91.324 ± 0.105 %
519
+ 283 5.1195 ± 0.0474 0.01942 ± 0.00183 0.06606 ± 0.00133 7.798 ± 0.081 % 91.328 ± 0.105 %
520
+ 284 5.1253 ± 0.0473 0.01929 ± 0.00183 0.06615 ± 0.00133 7.799 ± 0.082 % 91.330 ± 0.105 %
521
+ 285 5.1262 ± 0.0473 0.01930 ± 0.00182 0.06605 ± 0.00132 7.792 ± 0.081 % 91.331 ± 0.104 %
522
+ 286 5.1217 ± 0.0471 0.01940 ± 0.00182 0.06601 ± 0.00132 7.790 ± 0.081 % 91.330 ± 0.104 %
523
+ 287 5.1203 ± 0.0470 0.01941 ± 0.00181 0.06590 ± 0.00132 7.782 ± 0.081 % 91.337 ± 0.104 %
524
+ 288 5.1316 ± 0.0471 0.01931 ± 0.00181 0.06580 ± 0.00131 7.773 ± 0.081 % 91.340 ± 0.104 %
525
+ 289 5.1430 ± 0.0471 0.01919 ± 0.00180 0.06575 ± 0.00131 7.764 ± 0.081 % 91.341 ± 0.104 %
526
+ 290 5.1447 ± 0.0470 0.01905 ± 0.00180 0.06564 ± 0.00130 7.758 ± 0.080 % 91.347 ± 0.103 %
527
+ 291 5.1498 ± 0.0470 0.01878 ± 0.00180 0.06567 ± 0.00130 7.759 ± 0.081 % 91.343 ± 0.103 %
528
+ 292 5.1535 ± 0.0470 0.01876 ± 0.00180 0.06555 ± 0.00130 7.751 ± 0.080 % 91.351 ± 0.103 %
529
+ 293 5.1578 ± 0.0469 0.01870 ± 0.00179 0.06545 ± 0.00130 7.743 ± 0.080 % 91.361 ± 0.103 %
530
+ 294 5.1627 ± 0.0469 0.01859 ± 0.00179 0.06528 ± 0.00129 7.732 ± 0.080 % 91.371 ± 0.103 %
531
+ 295 5.1698 ± 0.0469 0.01868 ± 0.00178 0.06520 ± 0.00129 7.724 ± 0.080 % 91.379 ± 0.102 %
532
+ 296 5.1738 ± 0.0468 0.01861 ± 0.00178 0.06510 ± 0.00128 7.720 ± 0.080 % 91.387 ± 0.102 %
533
+ 297 5.1808 ± 0.0468 0.01858 ± 0.00177 0.06507 ± 0.00128 7.716 ± 0.080 % 91.388 ± 0.102 %
534
+ 298 5.1805 ± 0.0467 0.01855 ± 0.00177 0.06496 ± 0.00128 7.709 ± 0.079 % 91.392 ± 0.102 %
535
+ 299 5.1831 ± 0.0467 0.01849 ± 0.00176 0.06482 ± 0.00127 7.702 ± 0.079 % 91.399 ± 0.102 %
536
+ 300 5.1933 ± 0.0467 0.01835 ± 0.00176 0.06481 ± 0.00127 7.696 ± 0.079 % 91.397 ± 0.101 %
537
+ 301 5.2001 ± 0.0467 0.01821 ± 0.00176 0.06471 ± 0.00127 7.687 ± 0.079 % 91.404 ± 0.101 %
538
+ 302 5.1986 ± 0.0466 0.01819 ± 0.00176 0.06473 ± 0.00126 7.687 ± 0.079 % 91.392 ± 0.101 %
539
+ 303 5.1970 ± 0.0465 0.01828 ± 0.00175 0.06476 ± 0.00126 7.687 ± 0.079 % 91.400 ± 0.101 %
540
+ 304 5.1848 ± 0.0463 0.01871 ± 0.00176 0.06515 ± 0.00127 7.703 ± 0.079 % 91.396 ± 0.101 %
541
+ 305 5.1852 ± 0.0462 0.01858 ± 0.00175 0.06514 ± 0.00127 7.706 ± 0.078 % 91.392 ± 0.101 %
542
+ 306 5.1852 ± 0.0461 0.01854 ± 0.00175 0.06508 ± 0.00126 7.702 ± 0.078 % 91.392 ± 0.100 %
543
+ 307 5.1946 ± 0.0462 0.01846 ± 0.00175 0.06504 ± 0.00126 7.699 ± 0.078 % 91.383 ± 0.100 %
544
+ 308 5.2071 ± 0.0462 0.01838 ± 0.00174 0.06495 ± 0.00125 7.691 ± 0.078 % 91.379 ± 0.100 %
545
+ 309 5.2079 ± 0.0462 0.01836 ± 0.00174 0.06485 ± 0.00125 7.683 ± 0.078 % 91.378 ± 0.100 %
546
+ 310 5.2188 ± 0.0462 0.01832 ± 0.00173 0.06475 ± 0.00125 7.673 ± 0.078 % 91.380 ± 0.100 %
547
+ 311 5.2164 ± 0.0461 0.01835 ± 0.00173 0.06461 ± 0.00124 7.664 ± 0.077 % 91.390 ± 0.100 %
548
+ 312 5.2195 ± 0.0461 0.01839 ± 0.00173 0.06455 ± 0.00124 7.658 ± 0.077 % 91.398 ± 0.099 %
549
+ 313 5.2148 ± 0.0459 0.01832 ± 0.00172 0.06444 ± 0.00124 7.649 ± 0.077 % 91.400 ± 0.099 %
550
+ 314 5.2123 ± 0.0458 0.01830 ± 0.00172 0.06430 ± 0.00123 7.640 ± 0.077 % 91.411 ± 0.099 %
551
+ 315 5.2152 ± 0.0458 0.01832 ± 0.00171 0.06418 ± 0.00123 7.631 ± 0.077 % 91.420 ± 0.099 %
552
+ 316 5.2089 ± 0.0456 0.01836 ± 0.00171 0.06408 ± 0.00122 7.626 ± 0.077 % 91.423 ± 0.099 %
553
+ 317 5.2086 ± 0.0455 0.01827 ± 0.00170 0.06396 ± 0.00122 7.617 ± 0.077 % 91.433 ± 0.098 %
554
+ 318 5.2141 ± 0.0455 0.01820 ± 0.00170 0.06394 ± 0.00122 7.612 ± 0.076 % 91.433 ± 0.098 %
555
+ 319 5.2117 ± 0.0454 0.01816 ± 0.00169 0.06382 ± 0.00121 7.603 ± 0.076 % 91.441 ± 0.098 %
556
+ 320 5.2257 ± 0.0455 0.01799 ± 0.00169 0.06371 ± 0.00121 7.593 ± 0.076 % 91.442 ± 0.098 %
557
+ 321 5.2259 ± 0.0454 0.01814 ± 0.00169 0.06365 ± 0.00121 7.586 ± 0.076 % 91.447 ± 0.098 %
558
+ 322 5.2240 ± 0.0453 0.01809 ± 0.00168 0.06363 ± 0.00120 7.580 ± 0.076 % 91.453 ± 0.098 %
559
+ 323 5.2219 ± 0.0453 0.01818 ± 0.00168 0.06365 ± 0.00120 7.580 ± 0.076 % 91.454 ± 0.097 %
560
+ 324 5.2215 ± 0.0452 0.01818 ± 0.00168 0.06360 ± 0.00120 7.573 ± 0.075 % 91.457 ± 0.097 %
561
+ 325 5.2255 ± 0.0452 0.01830 ± 0.00168 0.06380 ± 0.00122 7.580 ± 0.075 % 91.450 ± 0.097 %
562
+ 326 5.2341 ± 0.0452 0.01835 ± 0.00168 0.06381 ± 0.00121 7.576 ± 0.075 % 91.442 ± 0.097 %
563
+ 327 5.2418 ± 0.0452 0.01827 ± 0.00168 0.06403 ± 0.00123 7.589 ± 0.076 % 91.440 ± 0.097 %
564
+ 328 5.2418 ± 0.0452 0.01822 ± 0.00167 0.06396 ± 0.00122 7.582 ± 0.075 % 91.455 ± 0.097 %
565
+ 329 5.2413 ± 0.0451 0.01814 ± 0.00167 0.06389 ± 0.00122 7.577 ± 0.075 % 91.458 ± 0.096 %
566
+ 330 5.2376 ± 0.0449 0.01828 ± 0.00167 0.06400 ± 0.00122 7.583 ± 0.075 % 91.465 ± 0.096 %
567
+ 331 5.2356 ± 0.0449 0.01835 ± 0.00167 0.06409 ± 0.00123 7.577 ± 0.075 % 91.470 ± 0.096 %
568
+ 332 5.2315 ± 0.0447 0.01835 ± 0.00166 0.06398 ± 0.00122 7.572 ± 0.075 % 91.468 ± 0.096 %
569
+ 333 5.2347 ± 0.0447 0.01832 ± 0.00166 0.06404 ± 0.00122 7.574 ± 0.075 % 91.467 ± 0.096 %
570
+ 334 5.2342 ± 0.0446 0.01810 ± 0.00166 0.06417 ± 0.00123 7.585 ± 0.076 % 91.469 ± 0.096 %
571
+ 335 5.2339 ± 0.0445 0.01800 ± 0.00167 0.06443 ± 0.00123 7.584 ± 0.075 % 91.465 ± 0.096 %
572
+ 336 5.2481 ± 0.0446 0.01790 ± 0.00166 0.06448 ± 0.00123 7.580 ± 0.075 % 91.462 ± 0.095 %
573
+ 337 5.2584 ± 0.0447 0.01813 ± 0.00167 0.06461 ± 0.00124 7.578 ± 0.075 % 91.459 ± 0.095 %
574
+ 338 5.2653 ± 0.0447 0.01799 ± 0.00167 0.06467 ± 0.00124 7.577 ± 0.075 % 91.460 ± 0.095 %
575
+ 339 5.2569 ± 0.0446 0.01793 ± 0.00167 0.06523 ± 0.00125 7.605 ± 0.075 % 91.458 ± 0.095 %
576
+ 340 5.2473 ± 0.0444 0.01805 ± 0.00167 0.06530 ± 0.00125 7.617 ± 0.075 % 91.456 ± 0.095 %
577
+ 341 5.2357 ± 0.0442 0.01818 ± 0.00166 0.06546 ± 0.00125 7.642 ± 0.075 % 91.452 ± 0.095 %
578
+ 342 5.2282 ± 0.0440 0.01820 ± 0.00166 0.06553 ± 0.00124 7.652 ± 0.075 % 91.449 ± 0.095 %
579
+ 343 5.2136 ± 0.0438 0.01807 ± 0.00166 0.06563 ± 0.00124 7.668 ± 0.075 % 91.448 ± 0.095 %
580
+ 344 5.2030 ± 0.0436 0.01808 ± 0.00166 0.06565 ± 0.00124 7.676 ± 0.075 % 91.450 ± 0.094 %
581
+ 345 5.2072 ± 0.0436 0.01792 ± 0.00165 0.06562 ± 0.00123 7.671 ± 0.074 % 91.438 ± 0.094 %
582
+ 346 5.2245 ± 0.0437 0.01799 ± 0.00165 0.06579 ± 0.00123 7.674 ± 0.074 % 91.421 ± 0.094 %
583
+ 347 5.2457 ± 0.0439 0.01767 ± 0.00165 0.06593 ± 0.00123 7.667 ± 0.074 % 91.403 ± 0.094 %
584
+ 348 5.2677 ± 0.0441 0.01775 ± 0.00165 0.06599 ± 0.00123 7.661 ± 0.074 % 91.402 ± 0.094 %
585
+ 349 5.2770 ± 0.0441 0.01762 ± 0.00165 0.06612 ± 0.00123 7.662 ± 0.074 % 91.383 ± 0.094 %
586
+ 350 5.2927 ± 0.0442 0.01753 ± 0.00165 0.06618 ± 0.00123 7.665 ± 0.074 % 91.373 ± 0.094 %
587
+ 351 5.3121 ± 0.0444 0.01743 ± 0.00165 0.06633 ± 0.00123 7.667 ± 0.074 % 91.373 ± 0.094 %
588
+ 352 5.3238 ± 0.0444 0.01742 ± 0.00164 0.06641 ± 0.00123 7.661 ± 0.074 % 91.369 ± 0.094 %
589
+ 353 5.3364 ± 0.0445 0.01737 ± 0.00164 0.06658 ± 0.00123 7.659 ± 0.074 % 91.354 ± 0.094 %
590
+ 354 5.3416 ± 0.0445 0.01736 ± 0.00164 0.06651 ± 0.00123 7.653 ± 0.074 % 91.357 ± 0.094 %
591
+ 355 5.3516 ± 0.0446 0.01741 ± 0.00163 0.06648 ± 0.00122 7.651 ± 0.073 % 91.350 ± 0.093 %
592
+ 356 5.3646 ± 0.0447 0.01755 ± 0.00163 0.06650 ± 0.00122 7.647 ± 0.073 % 91.351 ± 0.093 %
593
+ 357 5.3642 ± 0.0446 0.01751 ± 0.00163 0.06643 ± 0.00122 7.643 ± 0.073 % 91.357 ± 0.093 %
594
+ 358 5.3739 ± 0.0446 0.01747 ± 0.00163 0.06647 ± 0.00121 7.647 ± 0.073 % 91.356 ± 0.093 %
595
+ 359 5.3870 ± 0.0447 0.01728 ± 0.00163 0.06651 ± 0.00121 7.644 ± 0.073 % 91.350 ± 0.093 %
596
+ 360 5.3948 ± 0.0447 0.01720 ± 0.00162 0.06647 ± 0.00121 7.639 ± 0.073 % 91.350 ± 0.093 %
597
+ 361 5.4047 ± 0.0447 0.01712 ± 0.00162 0.06641 ± 0.00120 7.630 ± 0.073 % 91.354 ± 0.093 %
598
+ 362 5.4133 ± 0.0448 0.01709 ± 0.00162 0.06641 ± 0.00120 7.629 ± 0.073 % 91.353 ± 0.093 %
599
+ 363 5.4242 ± 0.0448 0.01710 ± 0.00161 0.06629 ± 0.00120 7.623 ± 0.073 % 91.355 ± 0.092 %
600
+ 364 5.4340 ± 0.0448 0.01692 ± 0.00161 0.06622 ± 0.00120 7.616 ± 0.072 % 91.357 ± 0.092 %
601
+ 365 5.4494 ± 0.0449 0.01701 ± 0.00161 0.06624 ± 0.00120 7.608 ± 0.072 % 91.353 ± 0.092 %
602
+ 366 5.4562 ± 0.0449 0.01694 ± 0.00161 0.06618 ± 0.00119 7.605 ± 0.072 % 91.341 ± 0.092 %
603
+ 367 5.4617 ± 0.0449 0.01668 ± 0.00161 0.06648 ± 0.00121 7.611 ± 0.072 % 91.329 ± 0.092 %
604
+ 368 5.4658 ± 0.0449 0.01660 ± 0.00160 0.06641 ± 0.00120 7.606 ± 0.072 % 91.324 ± 0.092 %
605
+ 369 5.4714 ± 0.0449 0.01675 ± 0.00160 0.06635 ± 0.00120 7.600 ± 0.072 % 91.329 ± 0.092 %
606
+ 370 5.4901 ± 0.0451 0.01678 ± 0.00160 0.06636 ± 0.00120 7.592 ± 0.072 % 91.330 ± 0.092 %
607
+ 371 5.5042 ± 0.0452 0.01668 ± 0.00159 0.06626 ± 0.00120 7.583 ± 0.072 % 91.332 ± 0.091 %
608
+ 372 5.5083 ± 0.0452 0.01665 ± 0.00159 0.06630 ± 0.00119 7.581 ± 0.072 % 91.331 ± 0.091 %
609
+ 373 5.5051 ± 0.0451 0.01655 ± 0.00159 0.06625 ± 0.00119 7.577 ± 0.072 % 91.332 ± 0.091 %
610
+ 374 5.5043 ± 0.0450 0.01656 ± 0.00159 0.06634 ± 0.00119 7.586 ± 0.072 % 91.316 ± 0.091 %
611
+ 375 5.5071 ± 0.0450 0.01662 ± 0.00159 0.06632 ± 0.00119 7.588 ± 0.072 % 91.321 ± 0.091 %
612
+ 376 5.5141 ± 0.0450 0.01655 ± 0.00158 0.06627 ± 0.00118 7.582 ± 0.071 % 91.321 ± 0.091 %
613
+ 377 5.5177 ± 0.0449 0.01649 ± 0.00158 0.06632 ± 0.00119 7.582 ± 0.072 % 91.327 ± 0.091 %
614
+ 378 5.5260 ± 0.0450 0.01625 ± 0.00158 0.06653 ± 0.00119 7.583 ± 0.072 % 91.315 ± 0.091 %
615
+ 379 5.5280 ± 0.0449 0.01618 ± 0.00158 0.06643 ± 0.00119 7.576 ± 0.071 % 91.325 ± 0.091 %
616
+ 380 5.5323 ± 0.0449 0.01614 ± 0.00158 0.06634 ± 0.00119 7.569 ± 0.071 % 91.324 ± 0.090 %
617
+ 381 5.5412 ± 0.0449 0.01608 ± 0.00157 0.06625 ± 0.00118 7.563 ± 0.071 % 91.325 ± 0.090 %
618
+ 382 5.5426 ± 0.0449 0.01607 ± 0.00157 0.06623 ± 0.00118 7.563 ± 0.071 % 91.324 ± 0.090 %
619
+ 383 5.5237 ± 0.0447 0.01610 ± 0.00157 0.06647 ± 0.00120 7.573 ± 0.071 % 91.333 ± 0.090 %
620
+ 384 5.5123 ± 0.0445 0.01621 ± 0.00157 0.06649 ± 0.00119 7.583 ± 0.071 % 91.335 ± 0.090 %
621
+ 385 5.4994 ± 0.0443 0.01639 ± 0.00156 0.06649 ± 0.00119 7.593 ± 0.071 % 91.338 ± 0.090 %
622
+ 386 5.4993 ± 0.0442 0.01641 ± 0.00156 0.06645 ± 0.00119 7.592 ± 0.071 % 91.333 ± 0.090 %
623
+ 387 5.4976 ± 0.0442 0.01633 ± 0.00156 0.06660 ± 0.00119 7.597 ± 0.071 % 91.334 ± 0.090 %
624
+ 388 5.4922 ± 0.0440 0.01644 ± 0.00156 0.06660 ± 0.00119 7.603 ± 0.070 % 91.333 ± 0.089 %
625
+ 389 5.4883 ± 0.0439 0.01665 ± 0.00156 0.06671 ± 0.00118 7.616 ± 0.070 % 91.313 ± 0.089 %
626
+ 390 5.4849 ± 0.0439 0.01680 ± 0.00156 0.06688 ± 0.00118 7.629 ± 0.070 % 91.308 ± 0.089 %
627
+ 391 5.4706 ± 0.0437 0.01693 ± 0.00156 0.06710 ± 0.00119 7.647 ± 0.070 % 91.303 ± 0.089 %
628
+ 392 5.4570 ± 0.0435 0.01683 ± 0.00155 0.06715 ± 0.00118 7.656 ± 0.070 % 91.306 ± 0.089 %
629
+ 393 5.4494 ± 0.0433 0.01690 ± 0.00155 0.06723 ± 0.00118 7.664 ± 0.070 % 91.298 ± 0.089 %
630
+ 394 5.4392 ± 0.0432 0.01717 ± 0.00155 0.06730 ± 0.00118 7.684 ± 0.070 % 91.290 ± 0.089 %
631
+ 395 5.4276 ± 0.0430 0.01743 ± 0.00155 0.06737 ± 0.00118 7.702 ± 0.070 % 91.282 ± 0.089 %
632
+ 396 5.4223 ± 0.0429 0.01747 ± 0.00155 0.06744 ± 0.00117 7.706 ± 0.069 % 91.281 ± 0.089 %
633
+ 397 5.4087 ± 0.0427 0.01738 ± 0.00155 0.06763 ± 0.00117 7.732 ± 0.069 % 91.268 ± 0.089 %
634
+ 398 5.3946 ± 0.0425 0.01737 ± 0.00155 0.06771 ± 0.00117 7.752 ± 0.069 % 91.268 ± 0.089 %
635
+ 399 5.3802 ± 0.0423 0.01727 ± 0.00154 0.06772 ± 0.00117 7.760 ± 0.069 % 91.272 ± 0.088 %
636
+ 400 5.3700 ± 0.0422 0.01732 ± 0.00154 0.06772 ± 0.00116 7.765 ± 0.069 % 91.273 ± 0.088 %
637
+ 401 5.3594 ± 0.0420 0.01742 ± 0.00154 0.06778 ± 0.00116 7.776 ± 0.069 % 91.268 ± 0.088 %
638
+ 402 5.3498 ± 0.0419 0.01749 ± 0.00154 0.06779 ± 0.00116 7.782 ± 0.069 % 91.274 ± 0.088 %
639
+ 403 5.3348 ± 0.0417 0.01759 ± 0.00153 0.06779 ± 0.00116 7.791 ± 0.068 % 91.282 ± 0.088 %
640
+ 404 5.3275 ± 0.0416 0.01765 ± 0.00153 0.06776 ± 0.00115 7.789 ± 0.068 % 91.288 ± 0.088 %
641
+ 405 5.3168 ± 0.0414 0.01759 ± 0.00153 0.06774 ± 0.00115 7.793 ± 0.068 % 91.284 ± 0.088 %
642
+ 406 5.3129 ± 0.0413 0.01763 ± 0.00153 0.06779 ± 0.00115 7.802 ± 0.068 % 91.277 ± 0.088 %
643
+ 407 5.3122 ± 0.0413 0.01774 ± 0.00153 0.06784 ± 0.00115 7.808 ± 0.068 % 91.270 ± 0.088 %
644
+ 408 5.3030 ± 0.0411 0.01782 ± 0.00152 0.06784 ± 0.00114 7.810 ± 0.068 % 91.270 ± 0.088 %
645
+ 409 5.2917 ± 0.0410 0.01793 ± 0.00152 0.06790 ± 0.00114 7.825 ± 0.068 % 91.266 ± 0.087 %
646
+ 410 5.2948 ± 0.0409 0.01796 ± 0.00152 0.06797 ± 0.00114 7.829 ± 0.068 % 91.267 ± 0.087 %
647
+ 411 5.2845 ± 0.0408 0.01782 ± 0.00152 0.06803 ± 0.00114 7.841 ± 0.067 % 91.268 ± 0.087 %
648
+ 412 5.2772 ± 0.0407 0.01793 ± 0.00152 0.06813 ± 0.00114 7.853 ± 0.067 % 91.260 ± 0.087 %
649
+ 413 5.2763 ± 0.0406 0.01794 ± 0.00151 0.06817 ± 0.00113 7.856 ± 0.067 % 91.263 ± 0.087 %
650
+ 414 5.2682 ± 0.0405 0.01794 ± 0.00151 0.06826 ± 0.00113 7.867 ± 0.067 % 91.253 ± 0.087 %
651
+ 415 5.2655 ± 0.0404 0.01805 ± 0.00152 0.06846 ± 0.00113 7.886 ± 0.067 % 91.241 ± 0.087 %
652
+ 416 5.2578 ± 0.0403 0.01816 ± 0.00151 0.06843 ± 0.00113 7.887 ± 0.067 % 91.244 ± 0.087 %
653
+ 417 5.2506 ± 0.0402 0.01813 ± 0.00152 0.06866 ± 0.00114 7.905 ± 0.067 % 91.244 ± 0.087 %
654
+ 418 5.2412 ± 0.0401 0.01811 ± 0.00151 0.06861 ± 0.00113 7.905 ± 0.067 % 91.245 ± 0.087 %
655
+ 419 5.2362 ± 0.0400 0.01813 ± 0.00151 0.06859 ± 0.00113 7.911 ± 0.067 % 91.246 ± 0.086 %
656
+ 420 5.2274 ± 0.0398 0.01813 ± 0.00151 0.06855 ± 0.00113 7.909 ± 0.067 % 91.252 ± 0.086 %
657
+ 421 5.2211 ± 0.0397 0.01821 ± 0.00151 0.06849 ± 0.00113 7.909 ± 0.067 % 91.259 ± 0.086 %
658
+ 422 5.2176 ± 0.0396 0.01816 ± 0.00151 0.06848 ± 0.00112 7.909 ± 0.067 % 91.256 ± 0.086 %
659
+ 423 5.2128 ± 0.0395 0.01836 ± 0.00150 0.06852 ± 0.00112 7.919 ± 0.067 % 91.250 ± 0.086 %
660
+ 424 5.2029 ± 0.0394 0.01839 ± 0.00150 0.06852 ± 0.00112 7.923 ± 0.067 % 91.254 ± 0.086 %
661
+ 425 5.1925 ± 0.0392 0.01847 ± 0.00150 0.06850 ± 0.00112 7.927 ± 0.066 % 91.258 ± 0.086 %
662
+ 426 5.1842 ± 0.0391 0.01844 ± 0.00150 0.06854 ± 0.00111 7.931 ± 0.066 % 91.255 ± 0.086 %
663
+ 427 5.1754 ± 0.0390 0.01866 ± 0.00150 0.06852 ± 0.00111 7.935 ± 0.066 % 91.254 ± 0.086 %
664
+ 428 5.1628 ± 0.0388 0.01877 ± 0.00150 0.06858 ± 0.00111 7.952 ± 0.066 % 91.253 ± 0.086 %
665
+ 429 5.1507 ± 0.0387 0.01875 ± 0.00150 0.06857 ± 0.00111 7.957 ± 0.066 % 91.254 ± 0.085 %
666
+ 430 5.1399 ± 0.0385 0.01880 ± 0.00149 0.06851 ± 0.00110 7.957 ± 0.066 % 91.253 ± 0.085 %
667
+ 431 5.1297 ± 0.0384 0.01885 ± 0.00149 0.06846 ± 0.00110 7.959 ± 0.066 % 91.257 ± 0.085 %
668
+ 432 5.1255 ± 0.0383 0.01897 ± 0.00149 0.06859 ± 0.00110 7.972 ± 0.066 % 91.244 ± 0.085 %
669
+ 433 5.1310 ± 0.0383 0.01902 ± 0.00149 0.06855 ± 0.00110 7.969 ± 0.065 % 91.247 ± 0.085 %
670
+ 434 5.1404 ± 0.0384 0.01907 ± 0.00149 0.06857 ± 0.00110 7.966 ± 0.065 % 91.242 ± 0.085 %
671
+ 435 5.1507 ± 0.0384 0.01905 ± 0.00148 0.06852 ± 0.00109 7.960 ± 0.065 % 91.237 ± 0.085 %
672
+ 436 5.1517 ± 0.0384 0.01917 ± 0.00149 0.06878 ± 0.00110 7.975 ± 0.065 % 91.227 ± 0.085 %
673
+ 437 5.1537 ± 0.0384 0.01896 ± 0.00149 0.06874 ± 0.00110 7.972 ± 0.065 % 91.230 ± 0.085 %
674
+ 438 5.1569 ± 0.0384 0.01893 ± 0.00148 0.06878 ± 0.00110 7.970 ± 0.065 % 91.228 ± 0.085 %
675
+ 439 5.1638 ± 0.0384 0.01902 ± 0.00148 0.06871 ± 0.00110 7.965 ± 0.065 % 91.230 ± 0.085 %
676
+ 440 5.1671 ± 0.0384 0.01901 ± 0.00148 0.06867 ± 0.00109 7.961 ± 0.065 % 91.224 ± 0.084 %
677
+ 441 5.1727 ± 0.0384 0.01905 ± 0.00148 0.06872 ± 0.00110 7.964 ± 0.065 % 91.223 ± 0.084 %
678
+ 442 5.1771 ± 0.0384 0.01898 ± 0.00148 0.06865 ± 0.00109 7.959 ± 0.065 % 91.227 ± 0.084 %
679
+ 443 5.1868 ± 0.0384 0.01901 ± 0.00148 0.06858 ± 0.00109 7.952 ± 0.065 % 91.233 ± 0.084 %
680
+ 444 5.1923 ± 0.0385 0.01902 ± 0.00147 0.06852 ± 0.00109 7.946 ± 0.065 % 91.227 ± 0.084 %
681
+ 445 5.1956 ± 0.0385 0.01909 ± 0.00147 0.06847 ± 0.00109 7.942 ± 0.065 % 91.232 ± 0.084 %
682
+ 446 5.2023 ± 0.0385 0.01902 ± 0.00147 0.06846 ± 0.00108 7.940 ± 0.065 % 91.217 ± 0.084 %
683
+ 447 5.2015 ± 0.0384 0.01906 ± 0.00147 0.06855 ± 0.00108 7.942 ± 0.064 % 91.213 ± 0.084 %
684
+ 448 5.2069 ± 0.0384 0.01913 ± 0.00147 0.06854 ± 0.00108 7.937 ± 0.064 % 91.221 ± 0.084 %
685
+ 449 5.2041 ± 0.0383 0.01914 ± 0.00146 0.06842 ± 0.00108 7.930 ± 0.064 % 91.229 ± 0.084 %
686
+ 450 5.2108 ± 0.0384 0.01909 ± 0.00146 0.06837 ± 0.00108 7.923 ± 0.064 % 91.234 ± 0.083 %
687
+ 451 5.2216 ± 0.0384 0.01911 ± 0.00146 0.06837 ± 0.00107 7.917 ± 0.064 % 91.230 ± 0.083 %
688
+ 452 5.2238 ± 0.0384 0.01878 ± 0.00146 0.06861 ± 0.00108 7.925 ± 0.064 % 91.225 ± 0.083 %
689
+ 453 5.2239 ± 0.0384 0.01872 ± 0.00146 0.06853 ± 0.00108 7.920 ± 0.064 % 91.230 ± 0.083 %
690
+ 454 5.2187 ± 0.0383 0.01867 ± 0.00146 0.06852 ± 0.00108 7.917 ± 0.064 % 91.231 ± 0.083 %
691
+ 455 5.2209 ± 0.0383 0.01853 ± 0.00146 0.06856 ± 0.00108 7.918 ± 0.064 % 91.226 ± 0.083 %
692
+ 456 5.2319 ± 0.0383 0.01843 ± 0.00146 0.06871 ± 0.00108 7.919 ± 0.064 % 91.223 ± 0.083 %
693
+ 457 5.2322 ± 0.0383 0.01860 ± 0.00146 0.06878 ± 0.00108 7.925 ± 0.064 % 91.226 ± 0.083 %
694
+ 458 5.2338 ± 0.0383 0.01877 ± 0.00146 0.06878 ± 0.00108 7.926 ± 0.064 % 91.228 ± 0.083 %
695
+ 459 5.2414 ± 0.0383 0.01870 ± 0.00146 0.06876 ± 0.00107 7.923 ± 0.064 % 91.232 ± 0.083 %
696
+ 460 5.2448 ± 0.0383 0.01873 ± 0.00146 0.06869 ± 0.00107 7.919 ± 0.064 % 91.239 ± 0.083 %
697
+ 461 5.2462 ± 0.0383 0.01865 ± 0.00145 0.06861 ± 0.00107 7.914 ± 0.064 % 91.241 ± 0.082 %
698
+ 462 5.2504 ± 0.0383 0.01866 ± 0.00145 0.06851 ± 0.00107 7.907 ± 0.064 % 91.246 ± 0.082 %
699
+ 463 5.2522 ± 0.0383 0.01861 ± 0.00145 0.06841 ± 0.00107 7.901 ± 0.064 % 91.246 ± 0.082 %
700
+ 464 5.2571 ± 0.0383 0.01866 ± 0.00145 0.06837 ± 0.00106 7.896 ± 0.064 % 91.239 ± 0.082 %
701
+ 465 5.2577 ± 0.0382 0.01866 ± 0.00144 0.06828 ± 0.00106 7.891 ± 0.063 % 91.245 ± 0.082 %
702
+ 466 5.2563 ± 0.0382 0.01853 ± 0.00144 0.06831 ± 0.00106 7.894 ± 0.063 % 91.247 ± 0.082 %
703
+ 467 5.2602 ± 0.0382 0.01850 ± 0.00144 0.06825 ± 0.00106 7.890 ± 0.063 % 91.249 ± 0.082 %
704
+ 468 5.2583 ± 0.0381 0.01839 ± 0.00144 0.06817 ± 0.00106 7.885 ± 0.063 % 91.257 ± 0.082 %
705
+ 469 5.2566 ± 0.0381 0.01833 ± 0.00143 0.06811 ± 0.00105 7.881 ± 0.063 % 91.252 ± 0.082 %
706
+ 470 5.2575 ± 0.0381 0.01834 ± 0.00143 0.06803 ± 0.00105 7.875 ± 0.063 % 91.257 ± 0.082 %
707
+ 471 5.2614 ± 0.0380 0.01831 ± 0.00143 0.06795 ± 0.00105 7.873 ± 0.063 % 91.261 ± 0.081 %
708
+ 472 5.2659 ± 0.0381 0.01824 ± 0.00143 0.06788 ± 0.00105 7.867 ± 0.063 % 91.269 ± 0.081 %
709
+ 473 5.2611 ± 0.0380 0.01840 ± 0.00143 0.06792 ± 0.00105 7.876 ± 0.063 % 91.266 ± 0.081 %
710
+ 474 5.2645 ± 0.0380 0.01837 ± 0.00142 0.06784 ± 0.00104 7.870 ± 0.063 % 91.268 ± 0.081 %
711
+ 475 5.2643 ± 0.0379 0.01837 ± 0.00142 0.06779 ± 0.00104 7.869 ± 0.063 % 91.275 ± 0.081 %
712
+ 476 5.2682 ± 0.0379 0.01835 ± 0.00142 0.06779 ± 0.00104 7.865 ± 0.063 % 91.275 ± 0.081 %
713
+ 477 5.2765 ± 0.0380 0.01836 ± 0.00142 0.06775 ± 0.00104 7.861 ± 0.063 % 91.279 ± 0.081 %
714
+ 478 5.2823 ± 0.0380 0.01834 ± 0.00142 0.06771 ± 0.00104 7.855 ± 0.063 % 91.284 ± 0.081 %
715
+ 479 5.2859 ± 0.0380 0.01818 ± 0.00142 0.06776 ± 0.00104 7.850 ± 0.063 % 91.282 ± 0.081 %
716
+ 480 5.2917 ± 0.0380 0.01812 ± 0.00142 0.06770 ± 0.00103 7.846 ± 0.062 % 91.289 ± 0.081 %
717
+ 481 5.2973 ± 0.0380 0.01790 ± 0.00142 0.06772 ± 0.00103 7.847 ± 0.063 % 91.293 ± 0.081 %
718
+ 482 5.3000 ± 0.0380 0.01785 ± 0.00141 0.06768 ± 0.00103 7.841 ± 0.062 % 91.300 ± 0.080 %
719
+ 483 5.3065 ± 0.0380 0.01778 ± 0.00141 0.06768 ± 0.00103 7.839 ± 0.062 % 91.300 ± 0.080 %
720
+ 484 5.3115 ± 0.0380 0.01776 ± 0.00141 0.06761 ± 0.00103 7.834 ± 0.062 % 91.301 ± 0.080 %
721
+ 485 5.3058 ± 0.0379 0.01775 ± 0.00141 0.06761 ± 0.00103 7.836 ± 0.062 % 91.302 ± 0.080 %
722
+ 486 5.3004 ± 0.0379 0.01787 ± 0.00141 0.06763 ± 0.00102 7.839 ± 0.062 % 91.295 ± 0.080 %
723
+ 487 5.2954 ± 0.0378 0.01786 ± 0.00141 0.06762 ± 0.00102 7.836 ± 0.062 % 91.294 ± 0.080 %
724
+ 488 5.2891 ± 0.0377 0.01780 ± 0.00140 0.06759 ± 0.00102 7.838 ± 0.062 % 91.297 ± 0.080 %
725
+ 489 5.2855 ± 0.0376 0.01771 ± 0.00140 0.06755 ± 0.00102 7.836 ± 0.062 % 91.295 ± 0.080 %
726
+ 490 5.2797 ± 0.0375 0.01766 ± 0.00140 0.06755 ± 0.00102 7.837 ± 0.062 % 91.295 ± 0.080 %
727
+ 491 5.2822 ± 0.0375 0.01765 ± 0.00140 0.06758 ± 0.00101 7.840 ± 0.062 % 91.293 ± 0.080 %
728
+ 492 5.2860 ± 0.0375 0.01768 ± 0.00140 0.06761 ± 0.00102 7.835 ± 0.061 % 91.295 ± 0.080 %
729
+ 493 5.2955 ± 0.0376 0.01766 ± 0.00140 0.06759 ± 0.00101 7.830 ± 0.061 % 91.289 ± 0.080 %
730
+ 494 5.2913 ± 0.0375 0.01773 ± 0.00139 0.06754 ± 0.00101 7.829 ± 0.061 % 91.293 ± 0.079 %
731
+ 495 5.2877 ± 0.0374 0.01777 ± 0.00139 0.06748 ± 0.00101 7.826 ± 0.061 % 91.298 ± 0.079 %
732
+ 496 5.2892 ± 0.0374 0.01774 ± 0.00139 0.06746 ± 0.00101 7.826 ± 0.061 % 91.297 ± 0.079 %
733
+ 497 5.2919 ± 0.0374 0.01770 ± 0.00139 0.06739 ± 0.00101 7.822 ± 0.061 % 91.303 ± 0.079 %
734
+ 498 5.3000 ± 0.0374 0.01781 ± 0.00139 0.06740 ± 0.00100 7.818 ± 0.061 % 91.302 ± 0.079 %
735
+ 499 5.3079 ± 0.0375 0.01782 ± 0.00139 0.06747 ± 0.00101 7.817 ± 0.061 % 91.299 ± 0.079 %
736
+ 500 5.3027 ± 0.0374 0.01780 ± 0.00139 0.06742 ± 0.00100 7.816 ± 0.061 % 91.306 ± 0.079 %
737
+ 501 5.2941 ± 0.0373 0.01798 ± 0.00139 0.06751 ± 0.00100 7.831 ± 0.061 % 91.301 ± 0.079 %
738
+ 502 5.2916 ± 0.0372 0.01800 ± 0.00139 0.06745 ± 0.00100 7.827 ± 0.061 % 91.308 ± 0.079 %
739
+ 503 5.2916 ± 0.0372 0.01797 ± 0.00139 0.06758 ± 0.00100 7.843 ± 0.061 % 91.300 ± 0.079 %
740
+ 504 5.2891 ± 0.0371 0.01787 ± 0.00138 0.06758 ± 0.00100 7.842 ± 0.061 % 91.297 ± 0.079 %
741
+ 505 5.2894 ± 0.0371 0.01782 ± 0.00138 0.06765 ± 0.00100 7.840 ± 0.060 % 91.303 ± 0.079 %
742
+ 506 5.2904 ± 0.0370 0.01782 ± 0.00138 0.06762 ± 0.00100 7.838 ± 0.060 % 91.297 ± 0.078 %
743
+ 507 5.2842 ± 0.0370 0.01800 ± 0.00138 0.06763 ± 0.00100 7.845 ± 0.060 % 91.302 ± 0.078 %
744
+ 508 5.2799 ± 0.0369 0.01800 ± 0.00138 0.06762 ± 0.00099 7.843 ± 0.060 % 91.305 ± 0.078 %
745
+ 509 5.2829 ± 0.0369 0.01816 ± 0.00138 0.06772 ± 0.00099 7.844 ± 0.060 % 91.294 ± 0.078 %
746
+ 510 5.2756 ± 0.0368 0.01820 ± 0.00138 0.06777 ± 0.00099 7.852 ± 0.060 % 91.282 ± 0.078 %
747
+ 511 5.2803 ± 0.0368 0.01822 ± 0.00137 0.06776 ± 0.00099 7.851 ± 0.060 % 91.277 ± 0.078 %
748
+ 512 5.2801 ± 0.0367 0.01827 ± 0.00137 0.06780 ± 0.00099 7.851 ± 0.060 % 91.278 ± 0.078 %
749
+ 513 5.2766 ± 0.0367 0.01831 ± 0.00137 0.06799 ± 0.00099 7.860 ± 0.060 % 91.275 ± 0.078 %
750
+ 514 5.2748 ± 0.0366 0.01834 ± 0.00137 0.06799 ± 0.00099 7.866 ± 0.060 % 91.271 ± 0.078 %
751
+ 515 5.2783 ± 0.0366 0.01838 ± 0.00137 0.06810 ± 0.00099 7.868 ± 0.060 % 91.266 ± 0.078 %
752
+ 516 5.2847 ± 0.0366 0.01841 ± 0.00137 0.06806 ± 0.00099 7.864 ± 0.060 % 91.257 ± 0.078 %
753
+ 517 5.2799 ± 0.0365 0.01843 ± 0.00137 0.06800 ± 0.00099 7.862 ± 0.060 % 91.256 ± 0.078 %
754
+ 518 5.2712 ± 0.0364 0.01846 ± 0.00137 0.06792 ± 0.00099 7.858 ± 0.060 % 91.262 ± 0.078 %
755
+ 519 5.2704 ± 0.0364 0.01845 ± 0.00136 0.06786 ± 0.00098 7.855 ± 0.060 % 91.264 ± 0.078 %
756
+ 520 5.2690 ± 0.0363 0.01846 ± 0.00136 0.06789 ± 0.00099 7.858 ± 0.060 % 91.262 ± 0.078 %
757
+ 521 5.2647 ± 0.0363 0.01848 ± 0.00136 0.06780 ± 0.00098 7.852 ± 0.060 % 91.268 ± 0.077 %
758
+ 522 5.2618 ± 0.0362 0.01839 ± 0.00136 0.06785 ± 0.00099 7.852 ± 0.060 % 91.275 ± 0.077 %
759
+ 523 5.2495 ± 0.0361 0.01824 ± 0.00137 0.06832 ± 0.00101 7.881 ± 0.060 % 91.283 ± 0.077 %
760
+ 524 5.2453 ± 0.0360 0.01829 ± 0.00136 0.06829 ± 0.00101 7.880 ± 0.060 % 91.284 ± 0.077 %
761
+ 525 5.2432 ± 0.0359 0.01826 ± 0.00136 0.06830 ± 0.00100 7.886 ± 0.060 % 91.283 ± 0.077 %
762
+ 526 5.2457 ± 0.0359 0.01823 ± 0.00136 0.06825 ± 0.00100 7.882 ± 0.060 % 91.285 ± 0.077 %
763
+ 527 5.2513 ± 0.0359 0.01822 ± 0.00136 0.06827 ± 0.00100 7.885 ± 0.060 % 91.277 ± 0.077 %
764
+ 528 5.2521 ± 0.0359 0.01817 ± 0.00136 0.06822 ± 0.00100 7.880 ± 0.060 % 91.280 ± 0.077 %
765
+ 529 5.2594 ± 0.0359 0.01810 ± 0.00136 0.06816 ± 0.00100 7.874 ± 0.060 % 91.283 ± 0.077 %
766
+ 530 5.2678 ± 0.0360 0.01808 ± 0.00136 0.06814 ± 0.00100 7.872 ± 0.060 % 91.275 ± 0.077 %
767
+ 531 5.2738 ± 0.0360 0.01806 ± 0.00135 0.06807 ± 0.00099 7.866 ± 0.060 % 91.277 ± 0.077 %
768
+ 532 5.2822 ± 0.0360 0.01806 ± 0.00135 0.06805 ± 0.00099 7.864 ± 0.060 % 91.275 ± 0.077 %
769
+ 533 5.2874 ± 0.0360 0.01804 ± 0.00135 0.06804 ± 0.00099 7.866 ± 0.060 % 91.273 ± 0.077 %
770
+ 534 5.2959 ± 0.0361 0.01804 ± 0.00135 0.06800 ± 0.00099 7.860 ± 0.060 % 91.264 ± 0.077 %
771
+ 535 5.2978 ± 0.0361 0.01798 ± 0.00135 0.06800 ± 0.00099 7.860 ± 0.060 % 91.260 ± 0.076 %
772
+ 536 5.2972 ± 0.0360 0.01802 ± 0.00135 0.06814 ± 0.00099 7.866 ± 0.060 % 91.260 ± 0.076 %
773
+ 537 5.2873 ± 0.0359 0.01804 ± 0.00135 0.06812 ± 0.00099 7.871 ± 0.060 % 91.259 ± 0.076 %
774
+ 538 5.2813 ± 0.0358 0.01818 ± 0.00135 0.06818 ± 0.00099 7.875 ± 0.060 % 91.252 ± 0.076 %
775
+ 539 5.2778 ± 0.0358 0.01804 ± 0.00134 0.06830 ± 0.00099 7.878 ± 0.060 % 91.252 ± 0.076 %
776
+ 540 5.2703 ± 0.0357 0.01815 ± 0.00134 0.06833 ± 0.00099 7.884 ± 0.059 % 91.253 ± 0.076 %
777
+ 541 5.2652 ± 0.0356 0.01823 ± 0.00134 0.06838 ± 0.00099 7.893 ± 0.059 % 91.247 ± 0.076 %
778
+ 542 5.2623 ± 0.0355 0.01831 ± 0.00134 0.06843 ± 0.00099 7.897 ± 0.059 % 91.237 ± 0.076 %
779
+ 543 5.2596 ± 0.0355 0.01839 ± 0.00134 0.06843 ± 0.00098 7.901 ± 0.059 % 91.237 ± 0.076 %
780
+ 544 5.2551 ± 0.0354 0.01857 ± 0.00134 0.06842 ± 0.00098 7.900 ± 0.059 % 91.236 ± 0.076 %
781
+ 545 5.2536 ± 0.0353 0.01850 ± 0.00134 0.06841 ± 0.00098 7.898 ± 0.059 % 91.238 ± 0.076 %
782
+ 546 5.2521 ± 0.0353 0.01841 ± 0.00134 0.06843 ± 0.00098 7.898 ± 0.059 % 91.235 ± 0.076 %
783
+ 547 5.2533 ± 0.0353 0.01842 ± 0.00133 0.06842 ± 0.00098 7.897 ± 0.059 % 91.229 ± 0.076 %
784
+ 548 5.2606 ± 0.0353 0.01833 ± 0.00133 0.06845 ± 0.00098 7.897 ± 0.059 % 91.227 ± 0.076 %
785
+ 549 5.2681 ± 0.0353 0.01844 ± 0.00133 0.06845 ± 0.00097 7.895 ± 0.059 % 91.226 ± 0.076 %
786
+ 550 5.2822 ± 0.0355 0.01857 ± 0.00133 0.06884 ± 0.00098 7.893 ± 0.059 % 91.216 ± 0.076 %
787
+ 551 5.2837 ± 0.0354 0.01857 ± 0.00133 0.06889 ± 0.00098 7.892 ± 0.059 % 91.220 ± 0.075 %
788
+ 552 5.2828 ± 0.0354 0.01863 ± 0.00133 0.06886 ± 0.00098 7.892 ± 0.059 % 91.221 ± 0.075 %
789
+
790
+ ====== Perplexity statistics ======
791
+ Mean PPL(Q) : 5.282848 ± 0.035408
792
+ Mean PPL(base) : 5.185329 ± 0.034498
793
+ Cor(ln(PPL(Q)), ln(PPL(base))): 98.02%
794
+ Mean ln(PPL(Q)/PPL(base)) : 0.018632 ± 0.001330
795
+ Mean PPL(Q)/PPL(base) : 1.018807 ± 0.001355
796
+ Mean PPL(Q)-PPL(base) : 0.097519 ± 0.007016
797
+
798
+ ====== KL divergence statistics ======
799
+ Mean KLD: 0.068863 ± 0.000982
800
+ Maximum KLD: 26.547745
801
+ 99.9% KLD: 4.963600
802
+ 99.0% KLD: 0.757645
803
+ 95.0% KLD: 0.247574
804
+ 90.0% KLD: 0.137425
805
+ Median KLD: 0.014070
806
+ 10.0% KLD: 0.000114
807
+ 5.0% KLD: 0.000023
808
+ 1.0% KLD: 0.000001
809
+ 0.1% KLD: -0.000003
810
+ Minimum KLD: -0.000314
811
+
812
+ ====== Token probability statistics ======
813
+ Mean Δp: -0.373 ± 0.021 %
814
+ Maximum Δp: 99.998%
815
+ 99.9% Δp: 57.064%
816
+ 99.0% Δp: 23.705%
817
+ 95.0% Δp: 8.585%
818
+ 90.0% Δp: 4.312%
819
+ 75.0% Δp: 0.618%
820
+ Median Δp: -0.002%
821
+ 25.0% Δp: -1.065%
822
+ 10.0% Δp: -5.483%
823
+ 5.0% Δp: -10.482%
824
+ 1.0% Δp: -27.913%
825
+ 0.1% Δp: -60.571%
826
+ Minimum Δp: -99.995%
827
+ RMS Δp : 7.892 ± 0.059 %
828
+ Same top p: 91.221 ± 0.075 %
829
+
830
+ 4.55.436.292 I llama_perf_context_print: load time = 130301.67 ms
831
+ 4.55.436.294 I llama_perf_context_print: prompt eval time = 130003.72 ms / 282624 tokens ( 0.46 ms per token, 2173.97 tokens per second)
832
+ 4.55.436.295 I llama_perf_context_print: eval time = 0.00 ms / 1 runs ( 0.00 ms per token, inf tokens per second)
833
+ 4.55.436.296 I llama_perf_context_print: total time = 163690.26 ms / 282625 tokens
834
+ 4.55.436.297 I llama_perf_context_print: graphs reused = 33
835
+ 4.55.436.495 I common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted |
836
+ 4.55.436.501 I common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 66095 + (30183 = 27172 + 168 + 2842) + 970 |
837
+ 4.55.436.501 I common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 53581 + (42693 = 39238 + 180 + 3275) + 974 |
838
+ 4.55.436.502 I common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 53581 + (42693 = 39238 + 180 + 3275) + 974 |
839
+ 4.55.436.502 I common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 53581 + (42693 = 39238 + 180 + 3275) + 974 |
840
+ 4.55.436.502 I common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 58057 + (38217 = 34878 + 160 + 3178) + 975 |
841
+ 4.55.436.502 I common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 53581 + (42693 = 39238 + 180 + 3275) + 974 |
842
+ 4.55.436.503 I common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 49154 + (40959 = 31764 + 140 + 9055) + 7135 |
843
+ 4.55.436.503 I common_memory_breakdown_print: | - Host | 1776 = 1245 + 0 + 531 |
844
+ ```
kld_data/aes_sedai/MiniMax-M3-Q5_K_M.md ADDED
@@ -0,0 +1,844 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ### MiniMax-M3-Q5_K_M (aes_sedai)
2
+
3
+ ```txt
4
+ /home/jarvis/development/llama.cpp/build/bin/llama-perplexity --threads 48 --flash-attn on -lv 4 --file /mnt/srv/host/resources/KLD/wiki.test.raw --kl-divergence-base /mnt/srv/snowdrift/ref-logits/MiniMax-M3-BF16-512ctx-wiki.test.raw.bin --kl-divergence --batch-size 8192 --ubatch-size 8192 --model /mnt/srv/snowdrift/gguf/MiniMax-M3-GGUF/aes_sedai/MiniMax-M3-Q5_K_M.gguf --direct-io
5
+ 0.00.383.896 W DEPRECATED: --direct-io and --no-direct-io are deprecated. use --load-mode dio instead
6
+ 0.00.383.982 I cmn common_init_: fitting params to device memory ...
7
+ 0.00.383.985 I cmn common_init_: (for bugs during this step try to reproduce them with -fit off, or provide --verbose logs if the bug only occurs with -fit on)
8
+ 0.00.383.993 I common_params_fit_impl: getting device memory data for initial parameters:
9
+ 0.01.305.920 I common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted |
10
+ 0.01.305.929 I common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (35475 = 32464 + 168 + 2842) + -34913 |
11
+ 0.01.305.930 I common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (51399 = 47176 + 180 + 4043) + -50837 |
12
+ 0.01.305.930 I common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (51399 = 47176 + 180 + 4043) + -50837 |
13
+ 0.01.305.930 I common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (51399 = 47176 + 180 + 4043) + -50837 |
14
+ 0.01.305.930 I common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (46041 = 41934 + 160 + 3946) + -45478 |
15
+ 0.01.305.930 I common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (51399 = 47176 + 180 + 4043) + -50837 |
16
+ 0.01.305.930 I common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 90524 + (47901 = 37938 + 140 + 9823) + -41176 |
17
+ 0.01.305.931 I common_memory_breakdown_print: | - Host | 1776 = 1245 + 0 + 531 |
18
+ 0.01.351.633 I common_params_fit_impl: projected memory use with initial parameters [MiB]:
19
+ 0.01.351.647 I common_params_fit_impl: - CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 35475 used, 61212 free vs. target of 1024
20
+ 0.01.351.648 I common_params_fit_impl: - CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 51399 used, 45288 free vs. target of 1024
21
+ 0.01.351.648 I common_params_fit_impl: - CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 51399 used, 45288 free vs. target of 1024
22
+ 0.01.351.648 I common_params_fit_impl: - CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 51399 used, 45288 free vs. target of 1024
23
+ 0.01.351.649 I common_params_fit_impl: - CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 46041 used, 50646 free vs. target of 1024
24
+ 0.01.351.649 I common_params_fit_impl: - CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 51399 used, 45288 free vs. target of 1024
25
+ 0.01.351.649 I common_params_fit_impl: - CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 47901 used, 42622 free vs. target of 1024
26
+ 0.01.351.650 I common_params_fit_impl: projected to use 335017 MiB of device memory vs. 670651 MiB of free device memory
27
+ 0.01.351.650 I common_params_fit_impl: targets for free memory can be met on all devices, no changes needed
28
+ 0.01.351.651 I common_fit_params: successfully fit params to free device memory
29
+ 0.01.351.656 I common_fit_params: fitting params to free memory took 0.97 seconds
30
+ 0.01.384.417 I llama_model_loader: loaded meta data with 54 key-value pairs and 1176 tensors from /mnt/srv/snowdrift/gguf/MiniMax-M3-GGUF/aes_sedai/MiniMax-M3-Q5_K_M.gguf (version GGUF V3 (latest))
31
+ 0.01.384.442 I llama_model_loader: Dumping metadata keys/values. Note: KV overrides do not apply in this output.
32
+ 0.01.384.447 I llama_model_loader: - kv 0: general.architecture str = minimax-m3
33
+ 0.01.384.447 I llama_model_loader: - kv 1: general.type str = model
34
+ 0.01.384.453 I llama_model_loader: - kv 2: general.sampling.top_p f32 = 0.950000
35
+ 0.01.384.454 I llama_model_loader: - kv 3: general.sampling.temp f32 = 1.000000
36
+ 0.01.384.454 I llama_model_loader: - kv 4: general.name str = MiniMax M3
37
+ 0.01.384.454 I llama_model_loader: - kv 5: general.size_label str = 128x16B
38
+ 0.01.384.455 I llama_model_loader: - kv 6: general.license str = other
39
+ 0.01.384.455 I llama_model_loader: - kv 7: general.license.name str = minimax-community
40
+ 0.01.384.456 I llama_model_loader: - kv 8: general.license.link str = LICENSE
41
+ 0.01.384.469 I llama_model_loader: - kv 9: general.tags arr[str,6] = ["multimodal", "moe", "agent", "codin...
42
+ 0.01.384.470 I llama_model_loader: - kv 10: minimax-m3.block_count u32 = 60
43
+ 0.01.384.471 I llama_model_loader: - kv 11: minimax-m3.context_length u32 = 1048576
44
+ 0.01.384.472 I llama_model_loader: - kv 12: minimax-m3.embedding_length u32 = 6144
45
+ 0.01.384.473 I llama_model_loader: - kv 13: minimax-m3.feed_forward_length u32 = 12288
46
+ 0.01.384.473 I llama_model_loader: - kv 14: minimax-m3.attention.head_count u32 = 64
47
+ 0.01.384.474 I llama_model_loader: - kv 15: minimax-m3.attention.head_count_kv u32 = 4
48
+ 0.01.384.475 I llama_model_loader: - kv 16: minimax-m3.rope.freq_base f32 = 5000000.000000
49
+ 0.01.384.476 I llama_model_loader: - kv 17: minimax-m3.attention.layer_norm_rms_epsilon f32 = 0.000001
50
+ 0.01.384.476 I llama_model_loader: - kv 18: minimax-m3.expert_count u32 = 128
51
+ 0.01.384.477 I llama_model_loader: - kv 19: minimax-m3.expert_used_count u32 = 4
52
+ 0.01.384.477 I llama_model_loader: - kv 20: minimax-m3.expert_gating_func u32 = 2
53
+ 0.01.384.478 I llama_model_loader: - kv 21: minimax-m3.attention.key_length u32 = 128
54
+ 0.01.384.478 I llama_model_loader: - kv 22: minimax-m3.attention.value_length u32 = 128
55
+ 0.01.384.479 I llama_model_loader: - kv 23: minimax-m3.expert_feed_forward_length u32 = 3072
56
+ 0.01.384.479 I llama_model_loader: - kv 24: minimax-m3.rope.dimension_count u32 = 64
57
+ 0.01.384.479 I llama_model_loader: - kv 25: minimax-m3.expert_shared_count u32 = 1
58
+ 0.01.384.480 I llama_model_loader: - kv 26: minimax-m3.expert_weights_scale f32 = 2.000000
59
+ 0.01.384.480 I llama_model_loader: - kv 27: minimax-m3.expert_weights_norm bool = true
60
+ 0.01.384.481 I llama_model_loader: - kv 28: minimax-m3.attention.indexer.head_count u32 = 4
61
+ 0.01.384.481 I llama_model_loader: - kv 29: minimax-m3.attention.indexer.key_length u32 = 128
62
+ 0.01.384.482 I llama_model_loader: - kv 30: minimax-m3.attention.indexer.top_k u32 = 16
63
+ 0.01.384.482 I llama_model_loader: - kv 31: minimax-m3.attention.indexer.block_size u32 = 128
64
+ 0.01.384.482 I llama_model_loader: - kv 32: minimax-m3.attention.indexer.local_blocks u32 = 1
65
+ 0.01.384.483 I llama_model_loader: - kv 33: minimax-m3.leading_dense_block_count u32 = 3
66
+ 0.01.384.483 I llama_model_loader: - kv 34: tokenizer.ggml.model str = gpt2
67
+ 0.01.384.483 I llama_model_loader: - kv 35: tokenizer.ggml.pre str = minimax-m2
68
+ 0.01.395.801 I llama_model_loader: - kv 36: tokenizer.ggml.tokens arr[str,200064] = ["Ā", "ā", "Ă", "ă", "Ą", "ą", ...
69
+ 0.01.398.642 I llama_model_loader: - kv 37: tokenizer.ggml.token_type arr[i32,200064] = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, ...
70
+ 0.01.409.354 I llama_model_loader: - kv 38: tokenizer.ggml.merges arr[str,199744] = ["Ġ Ġ", "Ġ t", "Ġ a", "i n", "e r...
71
+ 0.01.409.363 I llama_model_loader: - kv 39: tokenizer.ggml.bos_token_id u32 = 200019
72
+ 0.01.409.364 I llama_model_loader: - kv 40: tokenizer.ggml.eos_token_id u32 = 200020
73
+ 0.01.409.365 I llama_model_loader: - kv 41: tokenizer.ggml.unknown_token_id u32 = 200020
74
+ 0.01.409.365 I llama_model_loader: - kv 42: tokenizer.ggml.padding_token_id u32 = 200000
75
+ 0.01.409.367 I llama_model_loader: - kv 43: tokenizer.chat_template str = {# ---------- special token variables...
76
+ 0.01.409.368 I llama_model_loader: - kv 44: general.quantization_version u32 = 2
77
+ 0.01.409.368 I llama_model_loader: - kv 45: general.file_type u32 = 7
78
+ 0.01.409.369 I llama_model_loader: - kv 46: MoE_Quantization.ffn_up_exps str = Q5_K
79
+ 0.01.409.369 I llama_model_loader: - kv 47: MoE_Quantization.ffn_gate_exps str = Q5_K
80
+ 0.01.409.369 I llama_model_loader: - kv 48: MoE_Quantization.ffn_down_exps str = Q6_K
81
+ 0.01.409.370 I llama_model_loader: - kv 49: MoE_Quantization.type_default str = Q8_0
82
+ 0.01.409.370 I llama_model_loader: - kv 50: quantize.imatrix.file str = /mnt/srv/snowdrift/fp16/MiniMax-M3/im...
83
+ 0.01.409.371 I llama_model_loader: - kv 51: quantize.imatrix.dataset str = /mnt/srv/host/resources/KLD/calibrati...
84
+ 0.01.409.371 I llama_model_loader: - kv 52: quantize.imatrix.entries_count u32 = 762
85
+ 0.01.409.371 I llama_model_loader: - kv 53: quantize.imatrix.chunks_count u32 = 49
86
+ 0.01.409.372 I llama_model_loader: - type f32: 583 tensors
87
+ 0.01.409.373 I llama_model_loader: - type q8_0: 422 tensors
88
+ 0.01.409.373 I llama_model_loader: - type q5_K: 114 tensors
89
+ 0.01.409.373 I llama_model_loader: - type q6_K: 57 tensors
90
+ 0.01.409.375 I print_info: file format = GGUF V3 (latest)
91
+ 0.01.409.376 I print_info: file type = Q8_0
92
+ 0.01.409.380 I print_info: file size = 295.20 GiB (5.95 BPW)
93
+ 0.01.409.651 I llama_prepare_model_devices: using device CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:01:00.0) - 96687 MiB free
94
+ 0.01.409.672 I llama_prepare_model_devices: using device CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:02:00.0) - 96687 MiB free
95
+ 0.01.409.679 I llama_prepare_model_devices: using device CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:03:00.0) - 96687 MiB free
96
+ 0.01.409.684 I llama_prepare_model_devices: using device CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:04:00.0) - 96687 MiB free
97
+ 0.01.409.690 I llama_prepare_model_devices: using device CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:05:00.0) - 96687 MiB free
98
+ 0.01.409.695 I llama_prepare_model_devices: using device CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:06:00.0) - 96687 MiB free
99
+ 0.01.409.701 I llama_prepare_model_devices: using device CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:07:00.0) - 90524 MiB free
100
+ 0.01.468.722 I load: 0 unused tokens
101
+ 0.01.484.940 I load: printing all EOG tokens:
102
+ 0.01.484.953 I load: - 200004 ('<fim_pad>')
103
+ 0.01.484.954 I load: - 200005 ('<reponame>')
104
+ 0.01.484.954 I load: - 200020 ('[e~[')
105
+ 0.01.485.110 I load: special tokens cache size = 61
106
+ 0.01.522.949 I load: token to piece cache size = 1.3356 MB
107
+ 0.01.522.973 I print_info: arch = minimax-m3
108
+ 0.01.522.974 I print_info: vocab_only = 0
109
+ 0.01.522.974 I print_info: no_alloc = 0
110
+ 0.01.522.975 I print_info: n_ctx_train = 1048576
111
+ 0.01.522.975 I print_info: n_embd_inp = 6144
112
+ 0.01.522.975 I print_info: n_embd = 6144
113
+ 0.01.522.976 I print_info: n_embd_out = 6144
114
+ 0.01.522.976 I print_info: n_layer = 60
115
+ 0.01.522.976 I print_info: n_layer_all = 60
116
+ 0.01.522.986 I print_info: n_head = 64
117
+ 0.01.522.986 I print_info: n_head_kv = 4
118
+ 0.01.522.987 I print_info: n_rot = 64
119
+ 0.01.522.987 I print_info: n_swa = 0
120
+ 0.01.522.987 I print_info: is_swa_any = 0
121
+ 0.01.522.988 I print_info: n_embd_head_k = 128
122
+ 0.01.522.988 I print_info: n_embd_head_v = 128
123
+ 0.01.522.988 I print_info: n_gqa = 16
124
+ 0.01.522.990 I print_info: n_embd_k_gqa = 512
125
+ 0.01.522.991 I print_info: n_embd_v_gqa = 512
126
+ 0.01.522.992 I print_info: f_norm_eps = 0.0e+00
127
+ 0.01.522.993 I print_info: f_norm_rms_eps = 1.0e-06
128
+ 0.01.522.993 I print_info: f_clamp_kqv = 0.0e+00
129
+ 0.01.522.994 I print_info: f_max_alibi_bias = 0.0e+00
130
+ 0.01.522.994 I print_info: f_logit_scale = 0.0e+00
131
+ 0.01.522.994 I print_info: f_attn_scale = 0.0e+00
132
+ 0.01.522.994 I print_info: f_attn_value_scale = 0.0000
133
+ 0.01.522.995 I print_info: n_ff = 12288
134
+ 0.01.522.995 I print_info: n_expert = 128
135
+ 0.01.522.996 I print_info: n_expert_used = 4
136
+ 0.01.522.996 I print_info: n_expert_groups = 0
137
+ 0.01.522.996 I print_info: n_group_used = 0
138
+ 0.01.522.996 I print_info: causal attn = 1
139
+ 0.01.523.029 I print_info: pooling type = -1
140
+ 0.01.523.031 I print_info: rope type = 2
141
+ 0.01.523.032 I print_info: rope scaling = linear
142
+ 0.01.523.033 I print_info: freq_base_train = 5000000.0
143
+ 0.01.523.034 I print_info: freq_scale_train = 1
144
+ 0.01.523.035 I print_info: n_ctx_orig_yarn = 1048576
145
+ 0.01.523.035 I print_info: rope_yarn_log_mul = 0.0000
146
+ 0.01.523.036 I print_info: rope_finetuned = unknown
147
+ 0.01.523.036 I print_info: model type = 428B.A23B
148
+ 0.01.523.038 I print_info: model params = 426.17 B
149
+ 0.01.523.038 I print_info: general.name = MiniMax M3
150
+ 0.01.523.039 I print_info: vocab type = BPE
151
+ 0.01.523.040 I print_info: n_vocab = 200064
152
+ 0.01.523.040 I print_info: n_merges = 199744
153
+ 0.01.523.041 I print_info: BOS token = 200019 ']~b]'
154
+ 0.01.523.041 I print_info: EOS token = 200020 '[e~['
155
+ 0.01.523.042 I print_info: UNK token = 200020 '[e~['
156
+ 0.01.523.042 I print_info: PAD token = 200000 ']!p~['
157
+ 0.01.523.043 I print_info: LF token = 10 'Ċ'
158
+ 0.01.523.043 I print_info: FIM PRE token = 200001 '<fim_prefix>'
159
+ 0.01.523.043 I print_info: FIM SUF token = 200003 '<fim_suffix>'
160
+ 0.01.523.044 I print_info: FIM MID token = 200002 '<fim_middle>'
161
+ 0.01.523.044 I print_info: FIM PAD token = 200004 '<fim_pad>'
162
+ 0.01.523.044 I print_info: FIM REP token = 200005 '<reponame>'
163
+ 0.01.523.045 I print_info: EOG token = 200004 '<fim_pad>'
164
+ 0.01.523.046 I print_info: EOG token = 200005 '<reponame>'
165
+ 0.01.523.046 I print_info: EOG token = 200020 '[e~['
166
+ 0.01.523.047 I print_info: max token length = 256
167
+ 0.01.523.048 I load_tensors: loading model tensors, this can take a while... (load_mode = dio)
168
+ 0.01.897.622 I load_tensors: offloading output layer to GPU
169
+ 0.01.897.634 I load_tensors: offloading 59 repeating layers to GPU
170
+ 0.01.897.634 I load_tensors: offloaded 61/61 layers to GPU
171
+ 0.01.897.640 I load_tensors: CUDA0 model buffer size = 32464.56 MiB
172
+ 0.01.897.640 I load_tensors: CUDA1 model buffer size = 47176.19 MiB
173
+ 0.01.897.641 I load_tensors: CUDA2 model buffer size = 47176.19 MiB
174
+ 0.01.897.641 I load_tensors: CUDA3 model buffer size = 47176.19 MiB
175
+ 0.01.897.642 I load_tensors: CUDA4 model buffer size = 41934.39 MiB
176
+ 0.01.897.642 I load_tensors: CUDA5 model buffer size = 47176.19 MiB
177
+ 0.01.897.643 I load_tensors: CUDA6 model buffer size = 37938.13 MiB
178
+ 0.01.897.643 I load_tensors: CUDA_Host model buffer size = 1245.52 MiB
179
+ ....................................................................................................
180
+ 2.41.116.911 I cmn common_init_: added <fim_pad> logit bias = -inf
181
+ 2.41.116.920 I cmn common_init_: added <reponame> logit bias = -inf
182
+ 2.41.116.921 I cmn common_init_: added [e~[ logit bias = -inf
183
+ 2.41.117.174 I llama_context: constructing llama_context
184
+ 2.41.117.183 I llama_context: n_seq_max = 16
185
+ 2.41.117.183 I llama_context: n_ctx = 8192
186
+ 2.41.117.183 I llama_context: n_ctx_seq = 512
187
+ 2.41.117.184 I llama_context: n_batch = 8192
188
+ 2.41.117.184 I llama_context: n_ubatch = 8192
189
+ 2.41.117.184 I llama_context: causal_attn = 1
190
+ 2.41.117.185 I llama_context: flash_attn = enabled
191
+ 2.41.117.185 I llama_context: kv_unified = false
192
+ 2.41.117.188 I llama_context: freq_base = 5000000.0
193
+ 2.41.117.188 I llama_context: freq_scale = 1
194
+ 2.41.117.189 I llama_context: n_rs_seq = 0
195
+ 2.41.117.189 I llama_context: n_outputs_max = 8192
196
+ 2.41.117.190 I llama_context: n_ctx_seq (512) < n_ctx_train (1048576) -- the full capacity of the model will not be utilized
197
+ 2.41.122.964 I llama_context: CUDA_Host output buffer size = 12.21 MiB
198
+ 2.41.123.444 I llama_kv_cache: CUDA0 KV buffer size = 168.00 MiB
199
+ 2.41.133.216 I llama_kv_cache: CUDA1 KV buffer size = 180.00 MiB
200
+ 2.41.144.891 I llama_kv_cache: CUDA2 KV buffer size = 180.00 MiB
201
+ 2.41.155.786 I llama_kv_cache: CUDA3 KV buffer size = 180.00 MiB
202
+ 2.41.166.194 I llama_kv_cache: CUDA4 KV buffer size = 160.00 MiB
203
+ 2.41.183.686 I llama_kv_cache: CUDA5 KV buffer size = 180.00 MiB
204
+ 2.41.202.013 I llama_kv_cache: CUDA6 KV buffer size = 140.00 MiB
205
+ 2.41.202.118 I llama_kv_cache: size = 1188.00 MiB ( 512 cells, 60 layers, 16/16 seqs), K (f16): 480.00 MiB, V (f16): 480.00 MiB, K_idx (f32): 228.00 MiB
206
+ 2.41.202.126 I llama_kv_cache: attn_rot_k = 0, n_embd_head_k_all = 128
207
+ 2.41.202.126 I llama_kv_cache: attn_rot_v = 0, n_embd_head_k_all = 128
208
+ 2.41.202.231 I llama_context: pipeline parallelism enabled
209
+ 2.41.202.238 I sched_reserve: reserving ...
210
+ 2.41.265.389 I resolve_fused_ops: resolving fused Gated Delta Net support:
211
+ 2.41.267.143 I resolve_fused_ops: fused Gated Delta Net (autoregressive) enabled
212
+ 2.41.279.157 I resolve_fused_ops: fused Gated Delta Net (chunked) enabled
213
+ 2.41.279.169 I resolve_fused_ops: resolving fused Lightning Indexer support:
214
+ 2.41.283.788 I resolve_fused_ops: Lightning Indexer enabled
215
+ 2.41.283.799 I resolve_fused_ops: resolving fused DeepSeek V4 HC support:
216
+ 2.41.288.084 I resolve_fused_ops: fused DeepSeek V4 HC pre enabled
217
+ 2.41.292.324 I resolve_fused_ops: fused DeepSeek V4 HC comb enabled
218
+ 2.41.296.557 I resolve_fused_ops: fused DeepSeek V4 HC post enabled
219
+ 2.41.467.606 I sched_reserve: CUDA0 compute buffer size = 2842.62 MiB
220
+ 2.41.467.622 I sched_reserve: CUDA1 compute buffer size = 3275.62 MiB
221
+ 2.41.467.623 I sched_reserve: CUDA2 compute buffer size = 3275.62 MiB
222
+ 2.41.467.624 I sched_reserve: CUDA3 compute buffer size = 3275.62 MiB
223
+ 2.41.467.624 I sched_reserve: CUDA4 compute buffer size = 3178.62 MiB
224
+ 2.41.467.624 I sched_reserve: CUDA5 compute buffer size = 3275.62 MiB
225
+ 2.41.467.625 I sched_reserve: CUDA6 compute buffer size = 9055.75 MiB
226
+ 2.41.467.626 I sched_reserve: CUDA_Host compute buffer size = 531.00 MiB
227
+ 2.41.467.627 I sched_reserve: graph nodes = 29701 (with bs=8192), 6502 (with bs=1)
228
+ 2.41.467.627 I sched_reserve: graph splits = 1832 (with bs=8192), 8 (with bs=1)
229
+ 2.41.467.629 I sched_reserve: reserve took 265.39 ms, sched copies = 4
230
+ 2.41.467.827 I cmn common_init_: warming up the model with an empty run - please wait ... (--no-warmup to disable)
231
+ 2.41.653.555 I
232
+ 2.41.653.669 I system_info: n_threads = 48 (n_threads_batch = 48) / 56 | CUDA : ARCHS = 1200 | USE_GRAPHS = 1 | BLACKWELL_NATIVE_FP4 = 1 | CPU : SSE3 = 1 | SSSE3 = 1 | AVX = 1 | AVX_VNNI = 1 | AVX2 = 1 | F16C = 1 | FMA = 1 | BMI2 = 1 | AVX512 = 1 | AVX512_VBMI = 1 | AVX512_VNNI = 1 | AVX512_BF16 = 1 | LLAMAFILE = 1 | OPENMP = 1 | REPACK = 1 |
233
+ 2.43.604.237 I kl_divergence: computing over 552 chunks, n_ctx=512, batch_size=8192, n_seq=16
234
+ 2.48.685.036 I kl_divergence: 5.08 seconds per pass - ETA 2.92 minutes
235
+
236
+ chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p
237
+ 1 3.1741 ± 0.4516 0.02558 ± 0.03227 0.04055 ± 0.01307 5.555 ± 1.023 % 94.118 ± 1.476 %
238
+ 2 3.4914 ± 0.3420 0.02225 ± 0.01915 0.03870 ± 0.00681 5.999 ± 0.582 % 92.745 ± 1.150 %
239
+ 3 2.7039 ± 0.2051 0.00577 ± 0.01504 0.04211 ± 0.00828 6.457 ± 0.556 % 94.118 ± 0.851 %
240
+ 4 2.4730 ± 0.1521 0.00503 ± 0.01258 0.04300 ± 0.00641 7.202 ± 0.450 % 94.804 ± 0.695 %
241
+ 5 2.3117 ± 0.1226 0.00570 ± 0.01065 0.04201 ± 0.00525 7.448 ± 0.387 % 94.902 ± 0.616 %
242
+ 6 2.2721 ± 0.1055 0.00346 ± 0.00988 0.04295 ± 0.00446 7.594 ± 0.350 % 94.314 ± 0.592 %
243
+ 7 2.4508 ± 0.1110 0.00734 ± 0.00948 0.04436 ± 0.00398 7.571 ± 0.325 % 94.230 ± 0.552 %
244
+ 8 2.6424 ± 0.1185 0.00885 ± 0.00972 0.05121 ± 0.00596 7.819 ± 0.421 % 93.676 ± 0.539 %
245
+ 9 2.6532 ± 0.1103 0.01094 ± 0.00912 0.05132 ± 0.00537 7.829 ± 0.383 % 93.464 ± 0.516 %
246
+ 10 2.6386 ± 0.1051 0.01707 ± 0.00890 0.05331 ± 0.00543 8.133 ± 0.420 % 93.255 ± 0.497 %
247
+ 11 2.7331 ± 0.1071 0.01853 ± 0.00854 0.05305 ± 0.00502 8.136 ± 0.391 % 93.333 ± 0.471 %
248
+ 12 2.9340 ± 0.1130 0.01868 ± 0.00793 0.05016 ± 0.00461 7.902 ± 0.370 % 93.399 ± 0.449 %
249
+ 13 3.0007 ± 0.1128 0.01515 ± 0.00805 0.04987 ± 0.00430 7.950 ± 0.357 % 93.454 ± 0.430 %
250
+ 14 3.0715 ± 0.1121 0.01358 ± 0.00758 0.04795 ± 0.00400 7.748 ± 0.341 % 93.501 ± 0.413 %
251
+ 15 3.2699 ± 0.1192 0.01101 ± 0.00720 0.04791 ± 0.00383 7.665 ± 0.326 % 93.438 ± 0.400 %
252
+ 16 3.2443 ± 0.1135 0.01079 ± 0.00681 0.04585 ± 0.00360 7.469 ± 0.314 % 93.431 ± 0.388 %
253
+ 17 3.4295 ± 0.1198 0.01036 ± 0.00649 0.04469 ± 0.00340 7.281 ± 0.303 % 93.356 ± 0.378 %
254
+ 18 3.5287 ± 0.1208 0.00785 ± 0.00626 0.04538 ± 0.00348 7.232 ± 0.297 % 93.420 ± 0.366 %
255
+ 19 3.4400 ± 0.1131 0.00876 ± 0.00605 0.04497 ± 0.00331 7.247 ± 0.284 % 93.498 ± 0.354 %
256
+ 20 3.4470 ± 0.1100 0.01013 ± 0.00596 0.04683 ± 0.00354 7.328 ± 0.298 % 93.451 ± 0.346 %
257
+ 21 3.5575 ± 0.1128 0.00795 ± 0.00576 0.04761 ± 0.00360 7.347 ± 0.297 % 93.371 ± 0.340 %
258
+ 22 3.4894 ± 0.1072 0.00916 ± 0.00553 0.04650 ± 0.00344 7.253 ± 0.288 % 93.369 ± 0.332 %
259
+ 23 3.4224 ± 0.1017 0.00952 ± 0.00532 0.04510 ± 0.00329 7.143 ± 0.280 % 93.521 ± 0.321 %
260
+ 24 3.4146 ± 0.0989 0.00914 ± 0.00514 0.04392 ± 0.00316 7.058 ± 0.272 % 93.611 ± 0.313 %
261
+ 25 3.3009 ± 0.0924 0.00851 ± 0.00496 0.04270 ± 0.00303 6.985 ± 0.265 % 93.788 ± 0.302 %
262
+ 26 3.2555 ± 0.0886 0.00777 ± 0.00480 0.04296 ± 0.00304 6.975 ± 0.259 % 93.846 ± 0.295 %
263
+ 27 3.3428 ± 0.0902 0.00818 ± 0.00465 0.04206 ± 0.00293 6.890 ± 0.253 % 93.842 ± 0.290 %
264
+ 28 3.3650 ± 0.0893 0.00785 ± 0.00453 0.04149 ± 0.00283 6.817 ± 0.247 % 93.824 ± 0.285 %
265
+ 29 3.4173 ± 0.0891 0.00769 ± 0.00440 0.04096 ± 0.00274 6.762 ± 0.242 % 93.861 ± 0.279 %
266
+ 30 3.4515 ± 0.0886 0.00761 ± 0.00427 0.04010 ± 0.00265 6.685 ± 0.237 % 93.869 ± 0.274 %
267
+ 31 3.4623 ± 0.0874 0.00794 ± 0.00416 0.03949 ± 0.00257 6.601 ± 0.232 % 93.915 ± 0.269 %
268
+ 32 3.5102 ± 0.0875 0.00830 ± 0.00406 0.03907 ± 0.00249 6.548 ± 0.227 % 93.958 ± 0.264 %
269
+ 33 3.5907 ± 0.0888 0.00838 ± 0.00397 0.03848 ± 0.00242 6.501 ± 0.222 % 93.916 ± 0.261 %
270
+ 34 3.6785 ± 0.0903 0.00790 ± 0.00388 0.03792 ± 0.00235 6.444 ± 0.218 % 93.852 ± 0.258 %
271
+ 35 3.7491 ± 0.0909 0.00782 ± 0.00379 0.03752 ± 0.00228 6.396 ± 0.214 % 93.815 ± 0.255 %
272
+ 36 3.7894 ± 0.0909 0.00763 ± 0.00374 0.03762 ± 0.00224 6.393 ± 0.210 % 93.824 ± 0.251 %
273
+ 37 3.8489 ± 0.0917 0.00829 ± 0.00366 0.03695 ± 0.00218 6.330 ± 0.207 % 93.884 ± 0.247 %
274
+ 38 3.9124 ± 0.0926 0.00756 ± 0.00358 0.03621 ± 0.00212 6.258 ± 0.204 % 93.953 ± 0.242 %
275
+ 39 3.9362 ± 0.0918 0.00750 ± 0.00350 0.03564 ± 0.00207 6.198 ± 0.200 % 94.017 ± 0.238 %
276
+ 40 4.0216 ± 0.0932 0.00679 ± 0.00343 0.03542 ± 0.00202 6.134 ± 0.197 % 94.029 ± 0.235 %
277
+ 41 4.0302 ± 0.0921 0.00728 ± 0.00340 0.03575 ± 0.00198 6.147 ± 0.193 % 93.965 ± 0.233 %
278
+ 42 4.0007 ± 0.0901 0.00727 ± 0.00334 0.03532 ± 0.00193 6.125 ± 0.191 % 93.968 ± 0.230 %
279
+ 43 3.9998 ± 0.0886 0.00671 ± 0.00328 0.03488 ± 0.00189 6.073 ± 0.188 % 93.972 ± 0.227 %
280
+ 44 4.0742 ± 0.0897 0.00682 ± 0.00322 0.03460 ± 0.00185 6.042 ± 0.185 % 93.913 ± 0.226 %
281
+ 45 4.1375 ± 0.0904 0.00697 ± 0.00316 0.03418 ± 0.00181 5.994 ± 0.183 % 93.926 ± 0.223 %
282
+ 46 4.1268 ± 0.0890 0.00704 ± 0.00311 0.03400 ± 0.00177 6.004 ± 0.180 % 93.930 ± 0.220 %
283
+ 47 4.1121 ± 0.0876 0.00758 ± 0.00311 0.03476 ± 0.00178 6.051 ± 0.179 % 93.892 ± 0.219 %
284
+ 48 4.1230 ± 0.0868 0.00737 ± 0.00307 0.03477 ± 0.00175 6.049 ± 0.176 % 93.775 ± 0.218 %
285
+ 49 4.1631 ± 0.0869 0.00717 ± 0.00302 0.03439 ± 0.00171 6.015 ± 0.173 % 93.798 ± 0.216 %
286
+ 50 4.2252 ± 0.0875 0.00689 ± 0.00297 0.03392 ± 0.00168 5.967 ± 0.171 % 93.796 ± 0.214 %
287
+ 51 4.2733 ± 0.0881 0.00661 ± 0.00293 0.03371 ± 0.00165 5.951 ± 0.169 % 93.825 ± 0.211 %
288
+ 52 4.3142 ± 0.0882 0.00631 ± 0.00289 0.03339 ± 0.00161 5.914 ± 0.167 % 93.756 ± 0.210 %
289
+ 53 4.3728 ± 0.0894 0.00727 ± 0.00293 0.03328 ± 0.00159 5.876 ± 0.165 % 93.770 ± 0.208 %
290
+ 54 4.4118 ± 0.0897 0.00753 ± 0.00290 0.03328 ± 0.00156 5.848 ± 0.163 % 93.718 ± 0.207 %
291
+ 55 4.4600 ± 0.0901 0.00723 ± 0.00286 0.03303 ± 0.00153 5.822 ± 0.161 % 93.718 ± 0.205 %
292
+ 56 4.4667 ± 0.0894 0.00697 ± 0.00283 0.03296 ± 0.00151 5.794 ± 0.159 % 93.711 ± 0.203 %
293
+ 57 4.5058 ± 0.0895 0.00668 ± 0.00279 0.03271 ± 0.00148 5.757 ± 0.157 % 93.746 ± 0.201 %
294
+ 58 4.5163 ± 0.0889 0.00627 ± 0.00277 0.03295 ± 0.00147 5.818 ± 0.160 % 93.712 ± 0.200 %
295
+ 59 4.5792 ± 0.0896 0.00633 ± 0.00274 0.03280 ± 0.00145 5.783 ± 0.159 % 93.712 ± 0.198 %
296
+ 60 4.6278 ± 0.0901 0.00647 ± 0.00270 0.03255 ± 0.00142 5.755 ± 0.157 % 93.745 ± 0.196 %
297
+ 61 4.7175 ± 0.0917 0.00401 ± 0.00293 0.03508 ± 0.00225 5.820 ± 0.165 % 93.732 ± 0.194 %
298
+ 62 4.7742 ± 0.0924 0.00423 ± 0.00290 0.03507 ± 0.00221 5.799 ± 0.163 % 93.732 ± 0.193 %
299
+ 63 4.8231 ± 0.0927 0.00399 ± 0.00289 0.03555 ± 0.00228 5.773 ± 0.162 % 93.694 ± 0.192 %
300
+ 64 4.8482 ± 0.0926 0.00432 ± 0.00286 0.03586 ± 0.00226 5.763 ± 0.160 % 93.732 ± 0.190 %
301
+ 65 4.8800 ± 0.0926 0.00400 ± 0.00285 0.03574 ± 0.00223 5.743 ± 0.158 % 93.738 ± 0.188 %
302
+ 66 4.8949 ± 0.0920 0.00405 ± 0.00282 0.03559 ± 0.00220 5.727 ± 0.156 % 93.743 ± 0.187 %
303
+ 67 4.9201 ± 0.0919 0.00404 ± 0.00279 0.03551 ± 0.00217 5.702 ± 0.155 % 93.772 ± 0.185 %
304
+ 68 4.9723 ± 0.0925 0.00363 ± 0.00276 0.03531 ± 0.00213 5.676 ± 0.153 % 93.772 ± 0.184 %
305
+ 69 5.0237 ± 0.0932 0.00429 ± 0.00279 0.03538 ± 0.00212 5.658 ± 0.152 % 93.777 ± 0.182 %
306
+ 70 5.0534 ± 0.0933 0.00429 ± 0.00279 0.03581 ± 0.00210 5.672 ± 0.150 % 93.720 ± 0.182 %
307
+ 71 5.0509 ± 0.0927 0.00448 ± 0.00279 0.03755 ± 0.00237 5.723 ± 0.155 % 93.714 ± 0.180 %
308
+ 72 5.0956 ± 0.0936 0.00563 ± 0.00292 0.03930 ± 0.00249 5.751 ± 0.155 % 93.655 ± 0.180 %
309
+ 73 5.1221 ± 0.0936 0.00544 ± 0.00290 0.03935 ± 0.00246 5.734 ± 0.154 % 93.650 ± 0.179 %
310
+ 74 5.1364 ± 0.0937 0.00641 ± 0.00298 0.04010 ± 0.00247 5.761 ± 0.153 % 93.641 ± 0.178 %
311
+ 75 5.0462 ± 0.0911 0.00629 ± 0.00302 0.04081 ± 0.00256 5.837 ± 0.157 % 93.647 ± 0.176 %
312
+ 76 4.9886 ± 0.0892 0.00671 ± 0.00299 0.04110 ± 0.00254 5.872 ± 0.155 % 93.638 ± 0.175 %
313
+ 77 4.9738 ± 0.0882 0.00709 ± 0.00297 0.04125 ± 0.00251 5.903 ± 0.153 % 93.593 ± 0.175 %
314
+ 78 4.9807 ± 0.0877 0.00730 ± 0.00294 0.04103 ± 0.00248 5.893 ± 0.152 % 93.580 ± 0.174 %
315
+ 79 4.9966 ± 0.0875 0.00728 ± 0.00294 0.04141 ± 0.00252 5.900 ± 0.150 % 93.577 ± 0.173 %
316
+ 80 4.9839 ± 0.0865 0.00753 ± 0.00291 0.04111 ± 0.00248 5.880 ± 0.149 % 93.583 ± 0.172 %
317
+ 81 4.9919 ± 0.0861 0.00715 ± 0.00288 0.04092 ± 0.00245 5.863 ± 0.148 % 93.600 ± 0.170 %
318
+ 82 4.9785 ± 0.0851 0.00731 ± 0.00285 0.04071 ± 0.00242 5.851 ± 0.146 % 93.606 ± 0.169 %
319
+ 83 4.9797 ± 0.0846 0.00710 ± 0.00284 0.04051 ± 0.00240 5.832 ± 0.145 % 93.612 ± 0.168 %
320
+ 84 4.9831 ± 0.0841 0.00726 ± 0.00281 0.04041 ± 0.00237 5.830 ± 0.144 % 93.604 ± 0.167 %
321
+ 85 4.9843 ± 0.0837 0.00737 ± 0.00278 0.04042 ± 0.00235 5.837 ± 0.143 % 93.610 ± 0.166 %
322
+ 86 5.0408 ± 0.0844 0.00769 ± 0.00276 0.04021 ± 0.00233 5.813 ± 0.142 % 93.621 ± 0.165 %
323
+ 87 5.0424 ± 0.0839 0.00769 ± 0.00273 0.03996 ± 0.00230 5.794 ± 0.141 % 93.622 ± 0.164 %
324
+ 88 5.0513 ± 0.0835 0.00803 ± 0.00270 0.03975 ± 0.00227 5.779 ± 0.140 % 93.619 ± 0.163 %
325
+ 89 5.0520 ± 0.0829 0.00748 ± 0.00268 0.03954 ± 0.00225 5.764 ± 0.139 % 93.598 ± 0.162 %
326
+ 90 5.0408 ± 0.0821 0.00735 ± 0.00266 0.03944 ± 0.00223 5.774 ± 0.138 % 93.560 ± 0.162 %
327
+ 91 5.0273 ± 0.0813 0.00680 ± 0.00264 0.03930 ± 0.00220 5.770 ± 0.136 % 93.579 ± 0.161 %
328
+ 92 5.0014 ± 0.0802 0.00696 ± 0.00261 0.03908 ± 0.00218 5.754 ± 0.135 % 93.602 ± 0.160 %
329
+ 93 5.0144 ± 0.0801 0.00703 ± 0.00264 0.03991 ± 0.00220 5.802 ± 0.138 % 93.574 ± 0.159 %
330
+ 94 5.0228 ± 0.0798 0.00782 ± 0.00266 0.04027 ± 0.00223 5.832 ± 0.141 % 93.592 ± 0.158 %
331
+ 95 5.0535 ± 0.0799 0.00785 ± 0.00264 0.04005 ± 0.00221 5.810 ± 0.140 % 93.593 ± 0.157 %
332
+ 96 5.0597 ± 0.0795 0.00784 ± 0.00261 0.03979 ± 0.00218 5.793 ± 0.139 % 93.607 ± 0.156 %
333
+ 97 5.0690 ± 0.0793 0.00710 ± 0.00267 0.04079 ± 0.00232 5.803 ± 0.139 % 93.592 ± 0.156 %
334
+ 98 5.0653 ± 0.0788 0.00711 ± 0.00264 0.04048 ± 0.00229 5.781 ± 0.138 % 93.617 ± 0.155 %
335
+ 99 5.0691 ± 0.0785 0.00740 ± 0.00263 0.04065 ± 0.00227 5.769 ± 0.137 % 93.615 ± 0.154 %
336
+ 100 5.0484 ± 0.0777 0.00710 ± 0.00262 0.04088 ± 0.00226 5.779 ± 0.136 % 93.608 ± 0.153 %
337
+ 101 5.1097 ± 0.0786 0.00685 ± 0.00260 0.04089 ± 0.00224 5.773 ± 0.135 % 93.597 ± 0.153 %
338
+ 102 5.1756 ± 0.0796 0.00745 ± 0.00262 0.04144 ± 0.00222 5.791 ± 0.134 % 93.545 ± 0.152 %
339
+ 103 5.2401 ± 0.0806 0.00777 ± 0.00260 0.04131 ± 0.00220 5.782 ± 0.133 % 93.539 ± 0.152 %
340
+ 104 5.2702 ± 0.0809 0.00744 ± 0.00258 0.04134 ± 0.00218 5.772 ± 0.132 % 93.552 ± 0.151 %
341
+ 105 5.3353 ± 0.0818 0.00736 ± 0.00257 0.04123 ± 0.00216 5.756 ± 0.131 % 93.569 ± 0.150 %
342
+ 106 5.3642 ± 0.0820 0.00747 ± 0.00255 0.04107 ± 0.00214 5.757 ± 0.132 % 93.574 ± 0.149 %
343
+ 107 5.3538 ± 0.0813 0.00738 ± 0.00253 0.04089 ± 0.00213 5.745 ± 0.131 % 93.568 ± 0.149 %
344
+ 108 5.4299 ± 0.0826 0.00766 ± 0.00252 0.04129 ± 0.00215 5.725 ± 0.130 % 93.540 ± 0.148 %
345
+ 109 5.4651 ± 0.0829 0.00765 ± 0.00250 0.04112 ± 0.00213 5.705 ± 0.130 % 93.538 ± 0.147 %
346
+ 110 5.4513 ± 0.0823 0.00768 ± 0.00248 0.04095 ± 0.00211 5.705 ± 0.129 % 93.565 ± 0.147 %
347
+ 111 5.3966 ± 0.0809 0.00745 ± 0.00247 0.04086 ± 0.00209 5.721 ± 0.128 % 93.584 ± 0.146 %
348
+ 112 5.3625 ± 0.0799 0.00745 ± 0.00245 0.04070 ± 0.00207 5.724 ± 0.126 % 93.578 ± 0.145 %
349
+ 113 5.3291 ± 0.0790 0.00743 ± 0.00244 0.04073 ± 0.00206 5.728 ± 0.126 % 93.576 ± 0.144 %
350
+ 114 5.3030 ± 0.0781 0.00749 ± 0.00242 0.04061 ± 0.00204 5.728 ± 0.125 % 93.571 ± 0.144 %
351
+ 115 5.2700 ± 0.0772 0.00790 ± 0.00241 0.04040 ± 0.00203 5.719 ± 0.124 % 93.603 ± 0.143 %
352
+ 116 5.2498 ± 0.0765 0.00782 ± 0.00239 0.04056 ± 0.00204 5.731 ± 0.125 % 93.607 ± 0.142 %
353
+ 117 5.2260 ± 0.0757 0.00778 ± 0.00238 0.04034 ± 0.00202 5.723 ± 0.124 % 93.618 ± 0.142 %
354
+ 118 5.1863 ± 0.0747 0.00787 ± 0.00236 0.04022 ± 0.00201 5.726 ± 0.123 % 93.626 ± 0.141 %
355
+ 119 5.1508 ± 0.0737 0.00810 ± 0.00234 0.04008 ± 0.00199 5.732 ± 0.122 % 93.640 ± 0.140 %
356
+ 120 5.1265 ± 0.0730 0.00797 ± 0.00233 0.04006 ± 0.00197 5.748 ± 0.121 % 93.647 ± 0.139 %
357
+ 121 5.0937 ± 0.0721 0.00798 ± 0.00232 0.04000 ± 0.00196 5.758 ± 0.120 % 93.644 ± 0.139 %
358
+ 122 5.0532 ± 0.0711 0.00799 ± 0.00230 0.03979 ± 0.00194 5.745 ± 0.120 % 93.664 ± 0.138 %
359
+ 123 5.0231 ± 0.0703 0.00794 ± 0.00236 0.04053 ± 0.00213 5.772 ± 0.121 % 93.681 ± 0.137 %
360
+ 124 4.9879 ± 0.0694 0.00790 ± 0.00234 0.04037 ± 0.00212 5.776 ± 0.121 % 93.697 ± 0.137 %
361
+ 125 4.9604 ± 0.0686 0.00785 ± 0.00233 0.04022 ± 0.00210 5.770 ± 0.120 % 93.707 ± 0.136 %
362
+ 126 4.9559 ± 0.0683 0.00841 ± 0.00234 0.04060 ± 0.00212 5.767 ± 0.119 % 93.713 ± 0.135 %
363
+ 127 4.9486 ± 0.0679 0.00785 ± 0.00232 0.04043 ± 0.00210 5.760 ± 0.118 % 93.738 ± 0.135 %
364
+ 128 4.9366 ± 0.0673 0.00788 ± 0.00231 0.04035 ± 0.00208 5.761 ± 0.117 % 93.729 ± 0.134 %
365
+ 129 4.9154 ± 0.0667 0.00797 ± 0.00230 0.04023 ± 0.00207 5.759 ± 0.117 % 93.741 ± 0.134 %
366
+ 130 4.9157 ± 0.0665 0.00814 ± 0.00228 0.04006 ± 0.00205 5.748 ± 0.116 % 93.750 ± 0.133 %
367
+ 131 4.9233 ± 0.0663 0.00819 ± 0.00227 0.03986 ± 0.00204 5.731 ± 0.115 % 93.758 ± 0.132 %
368
+ 132 4.9329 ± 0.0662 0.00826 ± 0.00226 0.03990 ± 0.00202 5.745 ± 0.116 % 93.767 ± 0.132 %
369
+ 133 4.9069 ± 0.0655 0.00822 ± 0.00225 0.03986 ± 0.00201 5.758 ± 0.115 % 93.776 ± 0.131 %
370
+ 134 4.8871 ± 0.0649 0.00799 ± 0.00224 0.03987 ± 0.00199 5.785 ± 0.114 % 93.781 ± 0.131 %
371
+ 135 4.8672 ± 0.0643 0.00787 ± 0.00222 0.03985 ± 0.00198 5.796 ± 0.114 % 93.792 ± 0.130 %
372
+ 136 4.8518 ± 0.0638 0.00775 ± 0.00222 0.03986 ± 0.00197 5.814 ± 0.114 % 93.786 ± 0.130 %
373
+ 137 4.8414 ± 0.0634 0.00755 ± 0.00221 0.03979 ± 0.00195 5.814 ± 0.113 % 93.786 ± 0.129 %
374
+ 138 4.8190 ± 0.0628 0.00742 ± 0.00219 0.03960 ± 0.00194 5.800 ± 0.113 % 93.802 ± 0.129 %
375
+ 139 4.8119 ± 0.0624 0.00700 ± 0.00218 0.03973 ± 0.00193 5.811 ± 0.112 % 93.804 ± 0.128 %
376
+ 140 4.7953 ± 0.0618 0.00712 ± 0.00217 0.03954 ± 0.00192 5.799 ± 0.112 % 93.832 ± 0.127 %
377
+ 141 4.7926 ± 0.0616 0.00673 ± 0.00215 0.03937 ± 0.00191 5.788 ± 0.111 % 93.840 ± 0.127 %
378
+ 142 4.7764 ± 0.0611 0.00662 ± 0.00214 0.03934 ± 0.00189 5.800 ± 0.111 % 93.839 ± 0.126 %
379
+ 143 4.7610 ± 0.0606 0.00644 ± 0.00216 0.04067 ± 0.00197 5.911 ± 0.116 % 93.827 ± 0.126 %
380
+ 144 4.7465 ± 0.0602 0.00655 ± 0.00215 0.04082 ± 0.00197 5.936 ± 0.117 % 93.845 ± 0.125 %
381
+ 145 4.7373 ± 0.0598 0.00660 ± 0.00214 0.04070 ± 0.00196 5.935 ± 0.117 % 93.839 ± 0.125 %
382
+ 146 4.7292 ± 0.0595 0.00668 ± 0.00213 0.04056 ± 0.00195 5.927 ± 0.116 % 93.857 ± 0.124 %
383
+ 147 4.7175 ± 0.0590 0.00648 ± 0.00213 0.04095 ± 0.00197 5.945 ± 0.117 % 93.864 ± 0.124 %
384
+ 148 4.6907 ± 0.0584 0.00648 ± 0.00211 0.04075 ± 0.00196 5.935 ± 0.116 % 93.892 ± 0.123 %
385
+ 149 4.6769 ± 0.0579 0.00629 ± 0.00212 0.04083 ± 0.00195 5.965 ± 0.117 % 93.902 ± 0.123 %
386
+ 150 4.6648 ± 0.0575 0.00630 ± 0.00211 0.04069 ± 0.00194 5.960 ± 0.117 % 93.895 ± 0.122 %
387
+ 151 4.6572 ± 0.0572 0.00632 ± 0.00211 0.04149 ± 0.00200 5.986 ± 0.118 % 93.897 ± 0.122 %
388
+ 152 4.6492 ± 0.0568 0.00640 ± 0.00210 0.04132 ± 0.00198 5.977 ± 0.117 % 93.893 ± 0.122 %
389
+ 153 4.6472 ± 0.0566 0.00645 ± 0.00209 0.04111 ± 0.00197 5.966 ± 0.117 % 93.915 ± 0.121 %
390
+ 154 4.6431 ± 0.0563 0.00648 ± 0.00211 0.04143 ± 0.00197 5.974 ± 0.117 % 93.888 ± 0.121 %
391
+ 155 4.6479 ± 0.0562 0.00642 ± 0.00210 0.04142 ± 0.00196 5.972 ± 0.117 % 93.872 ± 0.121 %
392
+ 156 4.6488 ± 0.0561 0.00646 ± 0.00209 0.04164 ± 0.00198 5.971 ± 0.117 % 93.879 ± 0.120 %
393
+ 157 4.6492 ± 0.0560 0.00684 ± 0.00208 0.04161 ± 0.00197 5.971 ± 0.116 % 93.875 ± 0.120 %
394
+ 158 4.6528 ± 0.0558 0.00685 ± 0.00207 0.04146 ± 0.00196 5.963 ± 0.115 % 93.874 ± 0.119 %
395
+ 159 4.6650 ± 0.0559 0.00695 ± 0.00206 0.04155 ± 0.00195 5.953 ± 0.115 % 93.869 ± 0.119 %
396
+ 160 4.6786 ± 0.0559 0.00701 ± 0.00205 0.04142 ± 0.00194 5.940 ± 0.114 % 93.855 ± 0.119 %
397
+ 161 4.6849 ± 0.0558 0.00723 ± 0.00204 0.04157 ± 0.00193 5.963 ± 0.115 % 93.840 ± 0.119 %
398
+ 162 4.7171 ± 0.0561 0.00734 ± 0.00203 0.04142 ± 0.00191 5.948 ± 0.114 % 93.834 ± 0.118 %
399
+ 163 4.7446 ± 0.0564 0.00730 ± 0.00202 0.04132 ± 0.00190 5.937 ± 0.114 % 93.846 ± 0.118 %
400
+ 164 4.7708 ± 0.0566 0.00721 ± 0.00201 0.04121 ± 0.00189 5.925 ± 0.114 % 93.833 ± 0.118 %
401
+ 165 4.8076 ± 0.0570 0.00697 ± 0.00200 0.04108 ± 0.00188 5.914 ± 0.113 % 93.847 ± 0.117 %
402
+ 166 4.8360 ± 0.0573 0.00679 ± 0.00199 0.04106 ± 0.00187 5.903 ± 0.113 % 93.839 ± 0.117 %
403
+ 167 4.8691 ± 0.0577 0.00657 ± 0.00199 0.04117 ± 0.00186 5.900 ± 0.112 % 93.803 ± 0.117 %
404
+ 168 4.8989 ± 0.0581 0.00653 ± 0.00198 0.04117 ± 0.00185 5.888 ± 0.112 % 93.796 ± 0.117 %
405
+ 169 4.9090 ± 0.0581 0.00632 ± 0.00198 0.04107 ± 0.00184 5.878 ± 0.111 % 93.804 ± 0.116 %
406
+ 170 4.8990 ± 0.0578 0.00628 ± 0.00197 0.04126 ± 0.00184 5.904 ± 0.112 % 93.797 ± 0.116 %
407
+ 171 4.8828 ± 0.0574 0.00615 ± 0.00199 0.04169 ± 0.00188 5.927 ± 0.113 % 93.797 ± 0.116 %
408
+ 172 4.8947 ± 0.0574 0.00620 ± 0.00198 0.04160 ± 0.00187 5.918 ± 0.112 % 93.798 ± 0.115 %
409
+ 173 4.8800 ± 0.0570 0.00659 ± 0.00199 0.04185 ± 0.00188 5.937 ± 0.113 % 93.791 ± 0.115 %
410
+ 174 4.8825 ± 0.0569 0.00652 ± 0.00199 0.04196 ± 0.00187 5.941 ± 0.112 % 93.789 ± 0.115 %
411
+ 175 4.8760 ± 0.0566 0.00640 ± 0.00198 0.04189 ± 0.00186 5.937 ± 0.112 % 93.795 ± 0.114 %
412
+ 176 4.8785 ± 0.0564 0.00640 ± 0.00197 0.04175 ± 0.00185 5.930 ± 0.111 % 93.801 ± 0.114 %
413
+ 177 4.8793 ± 0.0563 0.00654 ± 0.00196 0.04165 ± 0.00184 5.924 ± 0.111 % 93.814 ± 0.113 %
414
+ 178 4.8870 ± 0.0562 0.00672 ± 0.00196 0.04184 ± 0.00184 5.919 ± 0.110 % 93.809 ± 0.113 %
415
+ 179 4.9175 ± 0.0566 0.00655 ± 0.00196 0.04182 ± 0.00183 5.912 ± 0.110 % 93.811 ± 0.113 %
416
+ 180 4.9420 ± 0.0568 0.00666 ± 0.00195 0.04197 ± 0.00183 5.918 ± 0.110 % 93.804 ± 0.113 %
417
+ 181 4.9625 ± 0.0569 0.00656 ± 0.00194 0.04185 ± 0.00182 5.909 ± 0.110 % 93.810 ± 0.112 %
418
+ 182 4.9746 ± 0.0570 0.00698 ± 0.00197 0.04189 ± 0.00181 5.901 ± 0.110 % 93.812 ± 0.112 %
419
+ 183 5.0049 ± 0.0573 0.00709 ± 0.00196 0.04187 ± 0.00180 5.893 ± 0.109 % 93.809 ± 0.112 %
420
+ 184 5.0384 ± 0.0577 0.00697 ± 0.00195 0.04184 ± 0.00179 5.882 ± 0.109 % 93.806 ± 0.111 %
421
+ 185 5.0646 ± 0.0579 0.00681 ± 0.00194 0.04176 ± 0.00178 5.872 ± 0.108 % 93.802 ± 0.111 %
422
+ 186 5.0842 ± 0.0580 0.00680 ± 0.00193 0.04175 ± 0.00178 5.862 ± 0.108 % 93.801 ± 0.111 %
423
+ 187 5.0971 ± 0.0581 0.00683 ± 0.00193 0.04173 ± 0.00177 5.853 ± 0.108 % 93.799 ± 0.110 %
424
+ 188 5.1023 ± 0.0580 0.00665 ± 0.00192 0.04205 ± 0.00179 5.863 ± 0.108 % 93.803 ± 0.110 %
425
+ 189 5.0956 ± 0.0577 0.00645 ± 0.00191 0.04216 ± 0.00179 5.863 ± 0.108 % 93.811 ± 0.110 %
426
+ 190 5.0936 ± 0.0576 0.00678 ± 0.00191 0.04216 ± 0.00179 5.859 ± 0.107 % 93.812 ± 0.109 %
427
+ 191 5.0866 ± 0.0573 0.00657 ± 0.00190 0.04253 ± 0.00183 5.871 ± 0.108 % 93.818 ± 0.109 %
428
+ 192 5.1127 ± 0.0575 0.00665 ± 0.00189 0.04245 ± 0.00182 5.865 ± 0.107 % 93.817 ± 0.109 %
429
+ 193 5.1356 ± 0.0577 0.00638 ± 0.00189 0.04237 ± 0.00181 5.854 ± 0.107 % 93.815 ± 0.109 %
430
+ 194 5.1556 ± 0.0578 0.00626 ± 0.00188 0.04237 ± 0.00180 5.845 ± 0.107 % 93.814 ± 0.108 %
431
+ 195 5.1568 ± 0.0577 0.00633 ± 0.00188 0.04222 ± 0.00179 5.833 ± 0.106 % 93.826 ± 0.108 %
432
+ 196 5.1703 ± 0.0577 0.00638 ± 0.00187 0.04223 ± 0.00179 5.830 ± 0.106 % 93.824 ± 0.108 %
433
+ 197 5.1591 ± 0.0574 0.00642 ± 0.00186 0.04222 ± 0.00178 5.830 ± 0.106 % 93.831 ± 0.107 %
434
+ 198 5.1876 ± 0.0577 0.00655 ± 0.00186 0.04261 ± 0.00178 5.828 ± 0.105 % 93.815 ± 0.107 %
435
+ 199 5.1639 ± 0.0573 0.00678 ± 0.00186 0.04253 ± 0.00177 5.835 ± 0.105 % 93.822 ± 0.107 %
436
+ 200 5.1543 ± 0.0570 0.00679 ± 0.00185 0.04242 ± 0.00176 5.830 ± 0.105 % 93.827 ± 0.107 %
437
+ 201 5.1417 ± 0.0566 0.00683 ± 0.00184 0.04226 ± 0.00176 5.821 ± 0.104 % 93.841 ± 0.106 %
438
+ 202 5.1227 ± 0.0562 0.00670 ± 0.00184 0.04217 ± 0.00175 5.824 ± 0.104 % 93.852 ± 0.106 %
439
+ 203 5.1155 ± 0.0560 0.00674 ± 0.00183 0.04209 ± 0.00174 5.817 ± 0.103 % 93.857 ± 0.106 %
440
+ 204 5.1047 ± 0.0557 0.00669 ± 0.00182 0.04202 ± 0.00173 5.817 ± 0.103 % 93.847 ± 0.105 %
441
+ 205 5.0998 ± 0.0554 0.00662 ± 0.00182 0.04192 ± 0.00172 5.808 ± 0.103 % 93.835 ± 0.105 %
442
+ 206 5.0962 ± 0.0552 0.00660 ± 0.00181 0.04182 ± 0.00171 5.802 ± 0.102 % 93.836 ± 0.105 %
443
+ 207 5.0833 ± 0.0549 0.00660 ± 0.00180 0.04171 ± 0.00171 5.796 ± 0.102 % 93.835 ± 0.105 %
444
+ 208 5.0610 ± 0.0545 0.00648 ± 0.00179 0.04160 ± 0.00170 5.792 ± 0.101 % 93.846 ± 0.104 %
445
+ 209 5.0505 ± 0.0542 0.00641 ± 0.00179 0.04154 ± 0.00169 5.798 ± 0.101 % 93.846 ± 0.104 %
446
+ 210 5.0396 ± 0.0539 0.00646 ± 0.00178 0.04151 ± 0.00168 5.797 ± 0.101 % 93.834 ± 0.104 %
447
+ 211 5.0242 ± 0.0536 0.00629 ± 0.00180 0.04208 ± 0.00180 5.812 ± 0.101 % 93.830 ± 0.104 %
448
+ 212 5.0231 ± 0.0534 0.00623 ± 0.00179 0.04195 ± 0.00179 5.802 ± 0.101 % 93.833 ± 0.103 %
449
+ 213 5.0097 ± 0.0531 0.00628 ± 0.00179 0.04194 ± 0.00178 5.811 ± 0.101 % 93.836 ± 0.103 %
450
+ 214 4.9853 ± 0.0526 0.00630 ± 0.00178 0.04187 ± 0.00177 5.812 ± 0.101 % 93.841 ± 0.103 %
451
+ 215 4.9678 ± 0.0523 0.00626 ± 0.00177 0.04181 ± 0.00177 5.815 ± 0.101 % 93.853 ± 0.103 %
452
+ 216 4.9586 ± 0.0520 0.00632 ± 0.00177 0.04174 ± 0.00176 5.816 ± 0.100 % 93.851 ± 0.102 %
453
+ 217 4.9426 ± 0.0516 0.00627 ± 0.00176 0.04163 ± 0.00175 5.810 ± 0.100 % 93.868 ± 0.102 %
454
+ 218 4.9303 ± 0.0513 0.00623 ± 0.00175 0.04152 ± 0.00174 5.805 ± 0.100 % 93.875 ± 0.102 %
455
+ 219 4.9224 ± 0.0511 0.00617 ± 0.00175 0.04140 ± 0.00173 5.799 ± 0.099 % 93.874 ± 0.101 %
456
+ 220 4.9081 ± 0.0508 0.00608 ± 0.00174 0.04135 ± 0.00173 5.805 ± 0.099 % 93.863 ± 0.101 %
457
+ 221 4.9042 ± 0.0506 0.00619 ± 0.00173 0.04123 ± 0.00172 5.797 ± 0.099 % 93.871 ± 0.101 %
458
+ 222 4.8894 ± 0.0503 0.00623 ± 0.00173 0.04116 ± 0.00171 5.800 ± 0.098 % 93.874 ± 0.101 %
459
+ 223 4.8819 ± 0.0501 0.00617 ± 0.00172 0.04110 ± 0.00170 5.798 ± 0.098 % 93.880 ± 0.101 %
460
+ 224 4.8798 ± 0.0500 0.00610 ± 0.00171 0.04098 ± 0.00170 5.789 ± 0.098 % 93.881 ± 0.100 %
461
+ 225 4.8756 ± 0.0498 0.00617 ± 0.00171 0.04086 ± 0.00169 5.782 ± 0.097 % 93.891 ± 0.100 %
462
+ 226 4.8787 ± 0.0497 0.00618 ± 0.00170 0.04072 ± 0.00168 5.773 ± 0.097 % 93.901 ± 0.100 %
463
+ 227 4.8884 ± 0.0497 0.00617 ± 0.00169 0.04061 ± 0.00167 5.764 ± 0.097 % 93.905 ± 0.099 %
464
+ 228 4.8940 ± 0.0497 0.00609 ± 0.00169 0.04049 ± 0.00167 5.754 ± 0.097 % 93.916 ± 0.099 %
465
+ 229 4.8748 ± 0.0493 0.00610 ± 0.00168 0.04044 ± 0.00166 5.759 ± 0.096 % 93.909 ± 0.099 %
466
+ 230 4.8763 ± 0.0493 0.00644 ± 0.00170 0.04084 ± 0.00169 5.773 ± 0.096 % 93.899 ± 0.099 %
467
+ 231 4.8733 ± 0.0491 0.00640 ± 0.00170 0.04079 ± 0.00168 5.768 ± 0.095 % 93.895 ± 0.099 %
468
+ 232 4.8856 ± 0.0492 0.00636 ± 0.00170 0.04078 ± 0.00168 5.770 ± 0.095 % 93.881 ± 0.099 %
469
+ 233 4.9031 ± 0.0493 0.00662 ± 0.00170 0.04104 ± 0.00168 5.771 ± 0.095 % 93.875 ± 0.098 %
470
+ 234 4.9148 ± 0.0494 0.00677 ± 0.00170 0.04100 ± 0.00167 5.769 ± 0.095 % 93.880 ± 0.098 %
471
+ 235 4.9260 ± 0.0494 0.00688 ± 0.00170 0.04108 ± 0.00167 5.776 ± 0.095 % 93.874 ± 0.098 %
472
+ 236 4.9415 ± 0.0495 0.00677 ± 0.00169 0.04100 ± 0.00166 5.768 ± 0.095 % 93.872 ± 0.098 %
473
+ 237 4.9554 ± 0.0496 0.00666 ± 0.00169 0.04088 ± 0.00166 5.760 ± 0.095 % 93.879 ± 0.098 %
474
+ 238 4.9656 ± 0.0496 0.00660 ± 0.00168 0.04102 ± 0.00167 5.764 ± 0.095 % 93.889 ± 0.097 %
475
+ 239 4.9834 ± 0.0498 0.00651 ± 0.00169 0.04133 ± 0.00170 5.771 ± 0.096 % 93.888 ± 0.097 %
476
+ 240 5.0099 ± 0.0500 0.00628 ± 0.00169 0.04129 ± 0.00169 5.762 ± 0.095 % 93.889 ± 0.097 %
477
+ 241 5.0259 ± 0.0501 0.00622 ± 0.00168 0.04123 ± 0.00169 5.757 ± 0.095 % 93.885 ± 0.097 %
478
+ 242 5.0276 ± 0.0500 0.00611 ± 0.00167 0.04112 ± 0.00168 5.747 ± 0.095 % 93.891 ± 0.096 %
479
+ 243 5.0371 ± 0.0501 0.00616 ± 0.00167 0.04108 ± 0.00167 5.746 ± 0.095 % 93.890 ± 0.096 %
480
+ 244 5.0335 ± 0.0500 0.00633 ± 0.00167 0.04101 ± 0.00167 5.741 ± 0.094 % 93.885 ± 0.096 %
481
+ 245 5.0148 ± 0.0497 0.00635 ± 0.00166 0.04092 ± 0.00166 5.739 ± 0.094 % 93.892 ± 0.096 %
482
+ 246 5.0048 ± 0.0494 0.00640 ± 0.00166 0.04089 ± 0.00165 5.746 ± 0.094 % 93.896 ± 0.096 %
483
+ 247 4.9969 ± 0.0492 0.00649 ± 0.00165 0.04085 ± 0.00165 5.745 ± 0.093 % 93.887 ± 0.095 %
484
+ 248 4.9949 ± 0.0491 0.00646 ± 0.00165 0.04077 ± 0.00164 5.740 ± 0.093 % 93.887 ± 0.095 %
485
+ 249 4.9962 ± 0.0490 0.00633 ± 0.00164 0.04072 ± 0.00163 5.736 ± 0.093 % 93.885 ± 0.095 %
486
+ 250 5.0027 ± 0.0490 0.00634 ± 0.00164 0.04068 ± 0.00163 5.738 ± 0.093 % 93.870 ± 0.095 %
487
+ 251 5.0016 ± 0.0489 0.00626 ± 0.00163 0.04059 ± 0.00162 5.734 ± 0.092 % 93.872 ± 0.095 %
488
+ 252 5.0017 ± 0.0488 0.00634 ± 0.00163 0.04054 ± 0.00161 5.730 ± 0.092 % 93.876 ± 0.095 %
489
+ 253 5.0009 ± 0.0487 0.00648 ± 0.00163 0.04068 ± 0.00161 5.743 ± 0.092 % 93.874 ± 0.094 %
490
+ 254 5.0084 ± 0.0487 0.00663 ± 0.00163 0.04093 ± 0.00162 5.741 ± 0.092 % 93.868 ± 0.094 %
491
+ 255 5.0054 ± 0.0486 0.00652 ± 0.00163 0.04086 ± 0.00161 5.739 ± 0.092 % 93.869 ± 0.094 %
492
+ 256 5.0004 ± 0.0484 0.00647 ± 0.00162 0.04075 ± 0.00160 5.732 ± 0.092 % 93.873 ± 0.094 %
493
+ 257 4.9972 ± 0.0483 0.00643 ± 0.00162 0.04069 ± 0.00160 5.731 ± 0.091 % 93.874 ± 0.094 %
494
+ 258 4.9945 ± 0.0481 0.00642 ± 0.00161 0.04079 ± 0.00160 5.745 ± 0.091 % 93.877 ± 0.093 %
495
+ 259 4.9928 ± 0.0480 0.00663 ± 0.00161 0.04074 ± 0.00159 5.744 ± 0.091 % 93.880 ± 0.093 %
496
+ 260 4.9950 ± 0.0480 0.00674 ± 0.00160 0.04068 ± 0.00158 5.740 ± 0.091 % 93.884 ± 0.093 %
497
+ 261 4.9902 ± 0.0478 0.00684 ± 0.00160 0.04072 ± 0.00158 5.752 ± 0.091 % 93.885 ± 0.093 %
498
+ 262 4.9920 ± 0.0477 0.00673 ± 0.00160 0.04064 ± 0.00157 5.747 ± 0.091 % 93.886 ± 0.093 %
499
+ 263 4.9898 ± 0.0476 0.00701 ± 0.00161 0.04070 ± 0.00157 5.742 ± 0.091 % 93.887 ± 0.093 %
500
+ 264 4.9902 ± 0.0475 0.00713 ± 0.00161 0.04103 ± 0.00158 5.743 ± 0.090 % 93.883 ± 0.092 %
501
+ 265 4.9876 ± 0.0474 0.00730 ± 0.00161 0.04142 ± 0.00159 5.761 ± 0.091 % 93.872 ± 0.092 %
502
+ 266 4.9860 ± 0.0473 0.00742 ± 0.00161 0.04174 ± 0.00160 5.776 ± 0.091 % 93.870 ± 0.092 %
503
+ 267 4.9896 ± 0.0473 0.00756 ± 0.00161 0.04186 ± 0.00159 5.796 ± 0.091 % 93.864 ± 0.092 %
504
+ 268 4.9721 ± 0.0470 0.00748 ± 0.00161 0.04176 ± 0.00159 5.790 ± 0.091 % 93.875 ± 0.092 %
505
+ 269 4.9593 ± 0.0468 0.00744 ± 0.00160 0.04170 ± 0.00158 5.791 ± 0.090 % 93.879 ± 0.092 %
506
+ 270 4.9596 ± 0.0467 0.00746 ± 0.00160 0.04164 ± 0.00157 5.790 ± 0.090 % 93.875 ± 0.091 %
507
+ 271 4.9573 ± 0.0465 0.00747 ± 0.00159 0.04155 ± 0.00157 5.785 ± 0.090 % 93.880 ± 0.091 %
508
+ 272 4.9501 ± 0.0464 0.00753 ± 0.00159 0.04152 ± 0.00156 5.789 ± 0.090 % 93.887 ± 0.091 %
509
+ 273 4.9571 ± 0.0464 0.00744 ± 0.00158 0.04150 ± 0.00156 5.789 ± 0.089 % 93.891 ± 0.091 %
510
+ 274 4.9694 ± 0.0465 0.00756 ± 0.00158 0.04145 ± 0.00155 5.783 ± 0.089 % 93.889 ± 0.091 %
511
+ 275 4.9808 ± 0.0465 0.00756 ± 0.00158 0.04139 ± 0.00155 5.780 ± 0.089 % 93.892 ± 0.090 %
512
+ 276 4.9951 ± 0.0467 0.00736 ± 0.00157 0.04143 ± 0.00154 5.784 ± 0.089 % 93.885 ± 0.090 %
513
+ 277 5.0080 ± 0.0468 0.00725 ± 0.00157 0.04153 ± 0.00154 5.783 ± 0.088 % 93.881 ± 0.090 %
514
+ 278 5.0169 ± 0.0468 0.00731 ± 0.00157 0.04149 ± 0.00153 5.776 ± 0.088 % 93.879 ± 0.090 %
515
+ 279 5.0281 ± 0.0468 0.00723 ± 0.00156 0.04153 ± 0.00153 5.778 ± 0.088 % 93.877 ± 0.090 %
516
+ 280 5.0346 ± 0.0468 0.00737 ± 0.00156 0.04151 ± 0.00152 5.777 ± 0.088 % 93.878 ± 0.090 %
517
+ 281 5.0528 ± 0.0469 0.00746 ± 0.00156 0.04152 ± 0.00152 5.771 ± 0.088 % 93.875 ± 0.090 %
518
+ 282 5.0513 ± 0.0469 0.00745 ± 0.00156 0.04156 ± 0.00152 5.767 ± 0.087 % 93.870 ± 0.089 %
519
+ 283 5.0572 ± 0.0468 0.00718 ± 0.00156 0.04166 ± 0.00152 5.771 ± 0.088 % 93.871 ± 0.089 %
520
+ 284 5.0628 ± 0.0468 0.00702 ± 0.00155 0.04172 ± 0.00151 5.772 ± 0.087 % 93.870 ± 0.089 %
521
+ 285 5.0633 ± 0.0467 0.00696 ± 0.00155 0.04164 ± 0.00151 5.766 ± 0.087 % 93.870 ± 0.089 %
522
+ 286 5.0578 ± 0.0465 0.00685 ± 0.00155 0.04166 ± 0.00150 5.767 ± 0.087 % 93.864 ± 0.089 %
523
+ 287 5.0567 ± 0.0465 0.00692 ± 0.00154 0.04157 ± 0.00150 5.761 ± 0.087 % 93.872 ± 0.089 %
524
+ 288 5.0681 ± 0.0465 0.00685 ± 0.00154 0.04148 ± 0.00149 5.754 ± 0.087 % 93.871 ± 0.089 %
525
+ 289 5.0796 ± 0.0466 0.00680 ± 0.00153 0.04144 ± 0.00149 5.748 ± 0.086 % 93.867 ± 0.088 %
526
+ 290 5.0816 ± 0.0465 0.00671 ± 0.00153 0.04137 ± 0.00148 5.743 ± 0.086 % 93.865 ± 0.088 %
527
+ 291 5.0884 ± 0.0465 0.00679 ± 0.00153 0.04137 ± 0.00148 5.746 ± 0.086 % 93.856 ± 0.088 %
528
+ 292 5.0922 ± 0.0464 0.00680 ± 0.00152 0.04129 ± 0.00147 5.740 ± 0.086 % 93.868 ± 0.088 %
529
+ 293 5.0966 ± 0.0464 0.00677 ± 0.00152 0.04119 ± 0.00147 5.733 ± 0.086 % 93.882 ± 0.088 %
530
+ 294 5.1019 ± 0.0464 0.00674 ± 0.00151 0.04109 ± 0.00146 5.725 ± 0.085 % 93.884 ± 0.088 %
531
+ 295 5.1087 ± 0.0464 0.00679 ± 0.00151 0.04102 ± 0.00146 5.718 ± 0.085 % 93.882 ± 0.087 %
532
+ 296 5.1131 ± 0.0463 0.00682 ± 0.00151 0.04094 ± 0.00145 5.714 ± 0.085 % 93.891 ± 0.087 %
533
+ 297 5.1201 ± 0.0463 0.00680 ± 0.00150 0.04092 ± 0.00145 5.708 ± 0.085 % 93.888 ± 0.087 %
534
+ 298 5.1199 ± 0.0462 0.00678 ± 0.00150 0.04084 ± 0.00145 5.703 ± 0.085 % 93.887 ± 0.087 %
535
+ 299 5.1221 ± 0.0462 0.00665 ± 0.00149 0.04074 ± 0.00144 5.696 ± 0.085 % 93.891 ± 0.087 %
536
+ 300 5.1334 ± 0.0462 0.00675 ± 0.00149 0.04079 ± 0.00144 5.700 ± 0.084 % 93.884 ± 0.087 %
537
+ 301 5.1409 ± 0.0462 0.00678 ± 0.00149 0.04071 ± 0.00143 5.694 ± 0.084 % 93.879 ± 0.087 %
538
+ 302 5.1399 ± 0.0461 0.00682 ± 0.00148 0.04069 ± 0.00143 5.692 ± 0.084 % 93.874 ± 0.086 %
539
+ 303 5.1384 ± 0.0460 0.00694 ± 0.00148 0.04066 ± 0.00142 5.691 ± 0.084 % 93.880 ± 0.086 %
540
+ 304 5.1250 ± 0.0458 0.00710 ± 0.00149 0.04090 ± 0.00143 5.700 ± 0.084 % 93.882 ± 0.086 %
541
+ 305 5.1262 ± 0.0457 0.00713 ± 0.00148 0.04085 ± 0.00143 5.698 ± 0.083 % 93.881 ± 0.086 %
542
+ 306 5.1258 ± 0.0456 0.00701 ± 0.00148 0.04078 ± 0.00142 5.694 ± 0.083 % 93.882 ± 0.086 %
543
+ 307 5.1361 ± 0.0457 0.00713 ± 0.00148 0.04073 ± 0.00142 5.690 ± 0.083 % 93.885 ± 0.086 %
544
+ 308 5.1490 ± 0.0458 0.00717 ± 0.00147 0.04064 ± 0.00141 5.684 ± 0.083 % 93.890 ± 0.085 %
545
+ 309 5.1500 ± 0.0457 0.00718 ± 0.00147 0.04055 ± 0.00141 5.679 ± 0.083 % 93.893 ± 0.085 %
546
+ 310 5.1610 ± 0.0457 0.00717 ± 0.00146 0.04050 ± 0.00140 5.672 ± 0.082 % 93.882 ± 0.085 %
547
+ 311 5.1581 ± 0.0456 0.00712 ± 0.00146 0.04041 ± 0.00140 5.666 ± 0.082 % 93.883 ± 0.085 %
548
+ 312 5.1613 ± 0.0456 0.00718 ± 0.00146 0.04037 ± 0.00139 5.661 ± 0.082 % 93.885 ± 0.085 %
549
+ 313 5.1568 ± 0.0455 0.00712 ± 0.00145 0.04030 ± 0.00139 5.655 ± 0.082 % 93.881 ± 0.085 %
550
+ 314 5.1543 ± 0.0454 0.00710 ± 0.00145 0.04020 ± 0.00139 5.647 ± 0.082 % 93.897 ± 0.085 %
551
+ 315 5.1568 ± 0.0453 0.00706 ± 0.00144 0.04012 ± 0.00138 5.641 ± 0.082 % 93.904 ± 0.084 %
552
+ 316 5.1504 ± 0.0451 0.00705 ± 0.00144 0.04004 ± 0.00138 5.636 ± 0.081 % 93.905 ± 0.084 %
553
+ 317 5.1502 ± 0.0451 0.00700 ± 0.00144 0.03997 ± 0.00137 5.630 ± 0.081 % 93.910 ± 0.084 %
554
+ 318 5.1559 ± 0.0451 0.00698 ± 0.00143 0.03994 ± 0.00137 5.626 ± 0.081 % 93.904 ± 0.084 %
555
+ 319 5.1534 ± 0.0450 0.00691 ± 0.00143 0.03986 ± 0.00136 5.619 ± 0.081 % 93.910 ± 0.084 %
556
+ 320 5.1680 ± 0.0450 0.00690 ± 0.00142 0.03979 ± 0.00136 5.612 ± 0.081 % 93.909 ± 0.084 %
557
+ 321 5.1676 ± 0.0450 0.00691 ± 0.00142 0.03976 ± 0.00136 5.606 ± 0.081 % 93.911 ± 0.084 %
558
+ 322 5.1659 ± 0.0449 0.00692 ± 0.00142 0.03975 ± 0.00135 5.605 ± 0.080 % 93.920 ± 0.083 %
559
+ 323 5.1632 ± 0.0448 0.00689 ± 0.00142 0.03979 ± 0.00135 5.618 ± 0.081 % 93.914 ± 0.083 %
560
+ 324 5.1624 ± 0.0447 0.00681 ± 0.00141 0.03975 ± 0.00135 5.614 ± 0.080 % 93.917 ± 0.083 %
561
+ 325 5.1652 ± 0.0447 0.00669 ± 0.00141 0.04005 ± 0.00136 5.624 ± 0.081 % 93.920 ± 0.083 %
562
+ 326 5.1724 ± 0.0447 0.00650 ± 0.00141 0.04003 ± 0.00136 5.621 ± 0.080 % 93.911 ± 0.083 %
563
+ 327 5.1809 ± 0.0447 0.00657 ± 0.00141 0.04010 ± 0.00136 5.625 ± 0.080 % 93.896 ± 0.083 %
564
+ 328 5.1808 ± 0.0447 0.00652 ± 0.00141 0.04004 ± 0.00135 5.619 ± 0.080 % 93.900 ± 0.083 %
565
+ 329 5.1803 ± 0.0446 0.00644 ± 0.00141 0.04001 ± 0.00135 5.619 ± 0.080 % 93.908 ± 0.083 %
566
+ 330 5.1760 ± 0.0444 0.00646 ± 0.00141 0.04016 ± 0.00135 5.635 ± 0.080 % 93.907 ± 0.082 %
567
+ 331 5.1727 ± 0.0443 0.00626 ± 0.00140 0.04029 ± 0.00136 5.636 ± 0.080 % 93.906 ± 0.082 %
568
+ 332 5.1689 ± 0.0442 0.00630 ± 0.00140 0.04023 ± 0.00135 5.632 ± 0.080 % 93.913 ± 0.082 %
569
+ 333 5.1713 ± 0.0441 0.00612 ± 0.00140 0.04027 ± 0.00135 5.635 ± 0.080 % 93.913 ± 0.082 %
570
+ 334 5.1730 ± 0.0441 0.00634 ± 0.00141 0.04049 ± 0.00135 5.662 ± 0.081 % 93.913 ± 0.082 %
571
+ 335 5.1731 ± 0.0440 0.00632 ± 0.00142 0.04093 ± 0.00137 5.661 ± 0.081 % 93.903 ± 0.082 %
572
+ 336 5.1874 ± 0.0441 0.00626 ± 0.00141 0.04099 ± 0.00137 5.660 ± 0.081 % 93.906 ± 0.082 %
573
+ 337 5.1964 ± 0.0442 0.00627 ± 0.00141 0.04095 ± 0.00136 5.657 ± 0.081 % 93.898 ± 0.082 %
574
+ 338 5.2032 ± 0.0442 0.00613 ± 0.00141 0.04107 ± 0.00136 5.669 ± 0.081 % 93.894 ± 0.082 %
575
+ 339 5.1956 ± 0.0440 0.00619 ± 0.00141 0.04128 ± 0.00136 5.681 ± 0.081 % 93.896 ± 0.081 %
576
+ 340 5.1859 ± 0.0439 0.00628 ± 0.00141 0.04126 ± 0.00136 5.685 ± 0.081 % 93.897 ± 0.081 %
577
+ 341 5.1737 ± 0.0437 0.00625 ± 0.00140 0.04132 ± 0.00136 5.698 ± 0.081 % 93.892 ± 0.081 %
578
+ 342 5.1665 ± 0.0435 0.00633 ± 0.00140 0.04131 ± 0.00135 5.700 ± 0.080 % 93.888 ± 0.081 %
579
+ 343 5.1529 ± 0.0433 0.00636 ± 0.00140 0.04135 ± 0.00135 5.707 ± 0.080 % 93.890 ± 0.081 %
580
+ 344 5.1430 ± 0.0431 0.00648 ± 0.00140 0.04136 ± 0.00135 5.717 ± 0.080 % 93.887 ± 0.081 %
581
+ 345 5.1480 ± 0.0431 0.00648 ± 0.00139 0.04134 ± 0.00134 5.715 ± 0.080 % 93.874 ± 0.081 %
582
+ 346 5.1643 ± 0.0432 0.00642 ± 0.00139 0.04151 ± 0.00134 5.722 ± 0.080 % 93.863 ± 0.081 %
583
+ 347 5.1866 ± 0.0434 0.00635 ± 0.00139 0.04164 ± 0.00134 5.718 ± 0.080 % 93.848 ± 0.081 %
584
+ 348 5.2085 ± 0.0436 0.00645 ± 0.00139 0.04168 ± 0.00133 5.715 ± 0.079 % 93.840 ± 0.081 %
585
+ 349 5.2189 ± 0.0437 0.00653 ± 0.00139 0.04172 ± 0.00133 5.711 ± 0.079 % 93.840 ± 0.081 %
586
+ 350 5.2344 ± 0.0438 0.00645 ± 0.00139 0.04176 ± 0.00133 5.712 ± 0.079 % 93.825 ± 0.081 %
587
+ 351 5.2539 ± 0.0439 0.00642 ± 0.00139 0.04186 ± 0.00133 5.707 ± 0.079 % 93.820 ± 0.080 %
588
+ 352 5.2659 ± 0.0440 0.00649 ± 0.00138 0.04195 ± 0.00133 5.702 ± 0.079 % 93.821 ± 0.080 %
589
+ 353 5.2799 ± 0.0441 0.00672 ± 0.00138 0.04215 ± 0.00133 5.702 ± 0.079 % 93.817 ± 0.080 %
590
+ 354 5.2852 ± 0.0441 0.00675 ± 0.00138 0.04208 ± 0.00132 5.697 ± 0.078 % 93.826 ± 0.080 %
591
+ 355 5.2950 ± 0.0441 0.00677 ± 0.00138 0.04205 ± 0.00132 5.696 ± 0.078 % 93.823 ± 0.080 %
592
+ 356 5.3070 ± 0.0442 0.00676 ± 0.00138 0.04204 ± 0.00132 5.693 ± 0.078 % 93.817 ± 0.080 %
593
+ 357 5.3063 ± 0.0441 0.00667 ± 0.00137 0.04203 ± 0.00131 5.692 ± 0.078 % 93.824 ± 0.080 %
594
+ 358 5.3161 ± 0.0442 0.00665 ± 0.00137 0.04206 ± 0.00131 5.691 ± 0.078 % 93.822 ± 0.080 %
595
+ 359 5.3295 ± 0.0442 0.00656 ± 0.00137 0.04206 ± 0.00131 5.690 ± 0.078 % 93.813 ± 0.080 %
596
+ 360 5.3373 ± 0.0443 0.00647 ± 0.00137 0.04201 ± 0.00130 5.685 ± 0.077 % 93.807 ± 0.080 %
597
+ 361 5.3474 ± 0.0443 0.00645 ± 0.00136 0.04200 ± 0.00130 5.681 ± 0.077 % 93.807 ± 0.079 %
598
+ 362 5.3551 ± 0.0443 0.00628 ± 0.00136 0.04200 ± 0.00130 5.686 ± 0.077 % 93.807 ± 0.079 %
599
+ 363 5.3660 ± 0.0444 0.00630 ± 0.00136 0.04194 ± 0.00129 5.681 ± 0.077 % 93.808 ± 0.079 %
600
+ 364 5.3761 ± 0.0444 0.00621 ± 0.00135 0.04187 ± 0.00129 5.676 ± 0.077 % 93.814 ± 0.079 %
601
+ 365 5.3911 ± 0.0445 0.00624 ± 0.00135 0.04183 ± 0.00129 5.670 ± 0.077 % 93.813 ± 0.079 %
602
+ 366 5.3978 ± 0.0445 0.00619 ± 0.00135 0.04177 ± 0.00128 5.667 ± 0.077 % 93.803 ± 0.079 %
603
+ 367 5.4044 ± 0.0445 0.00613 ± 0.00135 0.04187 ± 0.00128 5.667 ± 0.077 % 93.779 ± 0.079 %
604
+ 368 5.4086 ± 0.0445 0.00609 ± 0.00134 0.04181 ± 0.00128 5.663 ± 0.077 % 93.777 ± 0.079 %
605
+ 369 5.4133 ± 0.0445 0.00607 ± 0.00134 0.04178 ± 0.00128 5.662 ± 0.076 % 93.775 ± 0.079 %
606
+ 370 5.4314 ± 0.0446 0.00603 ± 0.00134 0.04185 ± 0.00128 5.658 ± 0.076 % 93.772 ± 0.079 %
607
+ 371 5.4455 ± 0.0447 0.00597 ± 0.00134 0.04179 ± 0.00127 5.652 ± 0.076 % 93.776 ± 0.079 %
608
+ 372 5.4493 ± 0.0447 0.00588 ± 0.00134 0.04191 ± 0.00127 5.649 ± 0.076 % 93.778 ± 0.078 %
609
+ 373 5.4459 ± 0.0446 0.00574 ± 0.00133 0.04194 ± 0.00127 5.653 ± 0.076 % 93.781 ± 0.078 %
610
+ 374 5.4453 ± 0.0445 0.00577 ± 0.00133 0.04196 ± 0.00127 5.656 ± 0.076 % 93.771 ± 0.078 %
611
+ 375 5.4481 ± 0.0445 0.00584 ± 0.00133 0.04194 ± 0.00126 5.659 ± 0.076 % 93.778 ± 0.078 %
612
+ 376 5.4550 ± 0.0445 0.00578 ± 0.00133 0.04196 ± 0.00126 5.654 ± 0.076 % 93.783 ± 0.078 %
613
+ 377 5.4587 ± 0.0445 0.00573 ± 0.00132 0.04189 ± 0.00126 5.649 ± 0.075 % 93.787 ± 0.078 %
614
+ 378 5.4676 ± 0.0445 0.00563 ± 0.00132 0.04193 ± 0.00126 5.650 ± 0.075 % 93.782 ± 0.078 %
615
+ 379 5.4702 ± 0.0445 0.00568 ± 0.00132 0.04186 ± 0.00125 5.646 ± 0.075 % 93.784 ± 0.078 %
616
+ 380 5.4746 ± 0.0444 0.00566 ± 0.00131 0.04180 ± 0.00125 5.643 ± 0.075 % 93.780 ± 0.078 %
617
+ 381 5.4835 ± 0.0445 0.00562 ± 0.00131 0.04174 ± 0.00125 5.639 ± 0.075 % 93.778 ± 0.077 %
618
+ 382 5.4847 ± 0.0444 0.00557 ± 0.00131 0.04171 ± 0.00124 5.636 ± 0.075 % 93.783 ± 0.077 %
619
+ 383 5.4664 ± 0.0442 0.00567 ± 0.00131 0.04165 ± 0.00124 5.638 ± 0.075 % 93.786 ± 0.077 %
620
+ 384 5.4542 ± 0.0440 0.00561 ± 0.00130 0.04162 ± 0.00124 5.642 ± 0.074 % 93.784 ± 0.077 %
621
+ 385 5.4409 ± 0.0438 0.00570 ± 0.00130 0.04157 ± 0.00123 5.640 ± 0.074 % 93.792 ± 0.077 %
622
+ 386 5.4405 ± 0.0438 0.00566 ± 0.00130 0.04151 ± 0.00123 5.638 ± 0.074 % 93.796 ± 0.077 %
623
+ 387 5.4387 ± 0.0437 0.00555 ± 0.00130 0.04150 ± 0.00123 5.642 ± 0.074 % 93.797 ± 0.077 %
624
+ 388 5.4329 ± 0.0436 0.00558 ± 0.00129 0.04146 ± 0.00122 5.642 ± 0.074 % 93.796 ± 0.077 %
625
+ 389 5.4278 ± 0.0435 0.00557 ± 0.00129 0.04147 ± 0.00122 5.649 ± 0.074 % 93.779 ± 0.077 %
626
+ 390 5.4239 ± 0.0434 0.00563 ± 0.00129 0.04149 ± 0.00122 5.651 ± 0.073 % 93.778 ± 0.077 %
627
+ 391 5.4090 ± 0.0432 0.00561 ± 0.00129 0.04156 ± 0.00122 5.659 ± 0.073 % 93.780 ± 0.076 %
628
+ 392 5.3962 ± 0.0430 0.00562 ± 0.00129 0.04153 ± 0.00122 5.662 ± 0.073 % 93.784 ± 0.076 %
629
+ 393 5.3889 ± 0.0429 0.00574 ± 0.00128 0.04153 ± 0.00121 5.670 ± 0.073 % 93.786 ± 0.076 %
630
+ 394 5.3772 ± 0.0427 0.00571 ± 0.00128 0.04150 ± 0.00121 5.672 ± 0.073 % 93.793 ± 0.076 %
631
+ 395 5.3652 ± 0.0425 0.00586 ± 0.00128 0.04153 ± 0.00121 5.685 ± 0.072 % 93.790 ± 0.076 %
632
+ 396 5.3597 ± 0.0424 0.00586 ± 0.00128 0.04154 ± 0.00121 5.688 ± 0.072 % 93.795 ± 0.076 %
633
+ 397 5.3469 ± 0.0422 0.00589 ± 0.00128 0.04159 ± 0.00120 5.696 ± 0.072 % 93.791 ± 0.076 %
634
+ 398 5.3327 ± 0.0420 0.00582 ± 0.00127 0.04156 ± 0.00120 5.702 ± 0.072 % 93.796 ± 0.076 %
635
+ 399 5.3186 ± 0.0419 0.00576 ± 0.00127 0.04154 ± 0.00120 5.706 ± 0.072 % 93.799 ± 0.076 %
636
+ 400 5.3080 ± 0.0417 0.00572 ± 0.00127 0.04150 ± 0.00119 5.705 ± 0.071 % 93.801 ± 0.076 %
637
+ 401 5.2967 ± 0.0415 0.00565 ± 0.00127 0.04160 ± 0.00119 5.717 ± 0.072 % 93.805 ± 0.075 %
638
+ 402 5.2866 ± 0.0414 0.00561 ± 0.00127 0.04159 ± 0.00119 5.723 ± 0.071 % 93.809 ± 0.075 %
639
+ 403 5.2713 ± 0.0412 0.00562 ± 0.00126 0.04155 ± 0.00119 5.721 ± 0.071 % 93.821 ± 0.075 %
640
+ 404 5.2641 ± 0.0411 0.00568 ± 0.00126 0.04152 ± 0.00119 5.722 ± 0.071 % 93.825 ± 0.075 %
641
+ 405 5.2542 ± 0.0409 0.00576 ± 0.00126 0.04148 ± 0.00118 5.725 ± 0.071 % 93.821 ± 0.075 %
642
+ 406 5.2502 ± 0.0408 0.00576 ± 0.00126 0.04145 ± 0.00118 5.726 ± 0.071 % 93.820 ± 0.075 %
643
+ 407 5.2488 ± 0.0408 0.00574 ± 0.00125 0.04144 ± 0.00118 5.726 ± 0.071 % 93.816 ± 0.075 %
644
+ 408 5.2389 ± 0.0406 0.00565 ± 0.00125 0.04141 ± 0.00117 5.726 ± 0.070 % 93.821 ± 0.075 %
645
+ 409 5.2270 ± 0.0405 0.00563 ± 0.00125 0.04140 ± 0.00117 5.732 ± 0.070 % 93.818 ± 0.075 %
646
+ 410 5.2294 ± 0.0404 0.00553 ± 0.00125 0.04141 ± 0.00117 5.732 ± 0.070 % 93.814 ± 0.075 %
647
+ 411 5.2202 ± 0.0403 0.00559 ± 0.00125 0.04144 ± 0.00117 5.737 ± 0.070 % 93.812 ± 0.074 %
648
+ 412 5.2124 ± 0.0402 0.00558 ± 0.00125 0.04146 ± 0.00116 5.743 ± 0.070 % 93.816 ± 0.074 %
649
+ 413 5.2117 ± 0.0401 0.00561 ± 0.00124 0.04150 ± 0.00116 5.748 ± 0.070 % 93.822 ± 0.074 %
650
+ 414 5.2029 ± 0.0400 0.00548 ± 0.00124 0.04149 ± 0.00116 5.751 ± 0.070 % 93.818 ± 0.074 %
651
+ 415 5.1995 ± 0.0399 0.00543 ± 0.00124 0.04153 ± 0.00116 5.759 ± 0.069 % 93.815 ± 0.074 %
652
+ 416 5.1920 ± 0.0398 0.00556 ± 0.00124 0.04149 ± 0.00116 5.759 ± 0.069 % 93.819 ± 0.074 %
653
+ 417 5.1852 ± 0.0397 0.00559 ± 0.00124 0.04146 ± 0.00115 5.759 ± 0.069 % 93.821 ± 0.074 %
654
+ 418 5.1760 ± 0.0396 0.00559 ± 0.00124 0.04142 ± 0.00115 5.757 ± 0.069 % 93.825 ± 0.074 %
655
+ 419 5.1712 ± 0.0395 0.00564 ± 0.00123 0.04138 ± 0.00115 5.756 ± 0.069 % 93.828 ± 0.074 %
656
+ 420 5.1628 ± 0.0393 0.00569 ± 0.00123 0.04135 ± 0.00115 5.758 ± 0.069 % 93.831 ± 0.074 %
657
+ 421 5.1564 ± 0.0392 0.00574 ± 0.00123 0.04129 ± 0.00114 5.757 ± 0.069 % 93.834 ± 0.073 %
658
+ 422 5.1529 ± 0.0391 0.00568 ± 0.00123 0.04124 ± 0.00114 5.753 ± 0.068 % 93.836 ± 0.073 %
659
+ 423 5.1476 ± 0.0390 0.00577 ± 0.00123 0.04127 ± 0.00114 5.762 ± 0.068 % 93.833 ± 0.073 %
660
+ 424 5.1373 ± 0.0389 0.00570 ± 0.00122 0.04122 ± 0.00113 5.763 ± 0.068 % 93.838 ± 0.073 %
661
+ 425 5.1269 ± 0.0387 0.00575 ± 0.00122 0.04118 ± 0.00113 5.765 ± 0.068 % 93.842 ± 0.073 %
662
+ 426 5.1187 ± 0.0386 0.00571 ± 0.00122 0.04118 ± 0.00113 5.768 ± 0.068 % 93.841 ± 0.073 %
663
+ 427 5.1094 ± 0.0385 0.00582 ± 0.00122 0.04113 ± 0.00113 5.767 ± 0.068 % 93.848 ± 0.073 %
664
+ 428 5.0964 ± 0.0383 0.00583 ± 0.00122 0.04113 ± 0.00112 5.773 ± 0.067 % 93.851 ± 0.073 %
665
+ 429 5.0844 ± 0.0382 0.00580 ± 0.00122 0.04108 ± 0.00112 5.774 ± 0.067 % 93.857 ± 0.073 %
666
+ 430 5.0735 ± 0.0380 0.00579 ± 0.00121 0.04102 ± 0.00112 5.773 ± 0.067 % 93.863 ± 0.072 %
667
+ 431 5.0632 ± 0.0379 0.00581 ± 0.00121 0.04097 ± 0.00112 5.771 ± 0.067 % 93.868 ± 0.072 %
668
+ 432 5.0578 ± 0.0378 0.00567 ± 0.00121 0.04098 ± 0.00111 5.776 ± 0.067 % 93.866 ± 0.072 %
669
+ 433 5.0631 ± 0.0378 0.00571 ± 0.00121 0.04093 ± 0.00111 5.772 ± 0.067 % 93.871 ± 0.072 %
670
+ 434 5.0719 ± 0.0378 0.00566 ± 0.00121 0.04100 ± 0.00111 5.771 ± 0.067 % 93.866 ± 0.072 %
671
+ 435 5.0820 ± 0.0379 0.00562 ± 0.00121 0.04097 ± 0.00111 5.768 ± 0.067 % 93.863 ± 0.072 %
672
+ 436 5.0828 ± 0.0379 0.00572 ± 0.00121 0.04110 ± 0.00111 5.776 ± 0.067 % 93.863 ± 0.072 %
673
+ 437 5.0853 ± 0.0378 0.00561 ± 0.00121 0.04107 ± 0.00111 5.773 ± 0.066 % 93.857 ± 0.072 %
674
+ 438 5.0885 ± 0.0378 0.00557 ± 0.00121 0.04113 ± 0.00111 5.778 ± 0.067 % 93.854 ± 0.072 %
675
+ 439 5.0951 ± 0.0379 0.00562 ± 0.00120 0.04107 ± 0.00111 5.773 ± 0.067 % 93.859 ± 0.072 %
676
+ 440 5.0985 ± 0.0378 0.00565 ± 0.00120 0.04105 ± 0.00111 5.773 ± 0.066 % 93.856 ± 0.072 %
677
+ 441 5.1037 ± 0.0379 0.00560 ± 0.00120 0.04101 ± 0.00111 5.770 ± 0.066 % 93.856 ± 0.072 %
678
+ 442 5.1079 ± 0.0379 0.00551 ± 0.00120 0.04096 ± 0.00110 5.766 ± 0.066 % 93.860 ± 0.072 %
679
+ 443 5.1171 ± 0.0379 0.00548 ± 0.00120 0.04091 ± 0.00110 5.761 ± 0.066 % 93.857 ± 0.071 %
680
+ 444 5.1227 ± 0.0379 0.00553 ± 0.00119 0.04087 ± 0.00110 5.757 ± 0.066 % 93.854 ± 0.071 %
681
+ 445 5.1257 ± 0.0379 0.00554 ± 0.00119 0.04084 ± 0.00110 5.754 ± 0.066 % 93.854 ± 0.071 %
682
+ 446 5.1324 ± 0.0379 0.00549 ± 0.00119 0.04083 ± 0.00109 5.752 ± 0.066 % 93.848 ± 0.071 %
683
+ 447 5.1313 ± 0.0379 0.00546 ± 0.00119 0.04087 ± 0.00109 5.752 ± 0.066 % 93.843 ± 0.071 %
684
+ 448 5.1357 ± 0.0379 0.00534 ± 0.00119 0.04091 ± 0.00109 5.750 ± 0.066 % 93.846 ± 0.071 %
685
+ 449 5.1328 ± 0.0378 0.00534 ± 0.00119 0.04085 ± 0.00109 5.744 ± 0.065 % 93.853 ± 0.071 %
686
+ 450 5.1395 ± 0.0378 0.00531 ± 0.00118 0.04082 ± 0.00109 5.742 ± 0.065 % 93.857 ± 0.071 %
687
+ 451 5.1506 ± 0.0379 0.00543 ± 0.00119 0.04089 ± 0.00109 5.737 ± 0.065 % 93.855 ± 0.071 %
688
+ 452 5.1540 ± 0.0379 0.00534 ± 0.00119 0.04109 ± 0.00109 5.747 ± 0.066 % 93.852 ± 0.071 %
689
+ 453 5.1542 ± 0.0378 0.00530 ± 0.00119 0.04112 ± 0.00109 5.743 ± 0.065 % 93.852 ± 0.071 %
690
+ 454 5.1497 ± 0.0378 0.00536 ± 0.00118 0.04113 ± 0.00109 5.742 ± 0.065 % 93.852 ± 0.071 %
691
+ 455 5.1525 ± 0.0377 0.00535 ± 0.00118 0.04115 ± 0.00109 5.742 ± 0.065 % 93.846 ± 0.071 %
692
+ 456 5.1635 ± 0.0378 0.00528 ± 0.00119 0.04144 ± 0.00109 5.758 ± 0.065 % 93.836 ± 0.071 %
693
+ 457 5.1635 ± 0.0378 0.00540 ± 0.00119 0.04149 ± 0.00109 5.765 ± 0.066 % 93.837 ± 0.070 %
694
+ 458 5.1649 ± 0.0378 0.00552 ± 0.00119 0.04145 ± 0.00109 5.762 ± 0.066 % 93.839 ± 0.070 %
695
+ 459 5.1727 ± 0.0378 0.00550 ± 0.00119 0.04141 ± 0.00109 5.757 ± 0.065 % 93.840 ± 0.070 %
696
+ 460 5.1765 ± 0.0378 0.00562 ± 0.00118 0.04139 ± 0.00109 5.755 ± 0.065 % 93.841 ± 0.070 %
697
+ 461 5.1783 ± 0.0378 0.00562 ± 0.00118 0.04133 ± 0.00108 5.751 ± 0.065 % 93.838 ± 0.070 %
698
+ 462 5.1818 ± 0.0378 0.00550 ± 0.00118 0.04127 ± 0.00108 5.747 ± 0.065 % 93.838 ± 0.070 %
699
+ 463 5.1837 ± 0.0377 0.00548 ± 0.00118 0.04120 ± 0.00108 5.742 ± 0.065 % 93.843 ± 0.070 %
700
+ 464 5.1883 ± 0.0378 0.00549 ± 0.00118 0.04116 ± 0.00108 5.739 ± 0.065 % 93.841 ± 0.070 %
701
+ 465 5.1888 ± 0.0377 0.00548 ± 0.00117 0.04109 ± 0.00108 5.734 ± 0.065 % 93.850 ± 0.070 %
702
+ 466 5.1879 ± 0.0377 0.00543 ± 0.00117 0.04110 ± 0.00107 5.738 ± 0.065 % 93.855 ± 0.070 %
703
+ 467 5.1918 ± 0.0377 0.00542 ± 0.00117 0.04107 ± 0.00107 5.738 ± 0.065 % 93.854 ± 0.070 %
704
+ 468 5.1904 ± 0.0376 0.00540 ± 0.00117 0.04101 ± 0.00107 5.734 ± 0.065 % 93.857 ± 0.070 %
705
+ 469 5.1893 ± 0.0376 0.00544 ± 0.00117 0.04100 ± 0.00107 5.730 ± 0.065 % 93.856 ± 0.069 %
706
+ 470 5.1903 ± 0.0375 0.00547 ± 0.00116 0.04094 ± 0.00107 5.726 ± 0.065 % 93.859 ± 0.069 %
707
+ 471 5.1942 ± 0.0375 0.00546 ± 0.00116 0.04088 ± 0.00106 5.723 ± 0.065 % 93.862 ± 0.069 %
708
+ 472 5.1991 ± 0.0376 0.00547 ± 0.00116 0.04082 ± 0.00106 5.718 ± 0.065 % 93.872 ± 0.069 %
709
+ 473 5.1938 ± 0.0375 0.00551 ± 0.00116 0.04082 ± 0.00106 5.722 ± 0.064 % 93.869 ± 0.069 %
710
+ 474 5.1971 ± 0.0375 0.00548 ± 0.00116 0.04077 ± 0.00106 5.719 ± 0.064 % 93.874 ± 0.069 %
711
+ 475 5.1970 ± 0.0374 0.00551 ± 0.00116 0.04073 ± 0.00106 5.717 ± 0.064 % 93.881 ± 0.069 %
712
+ 476 5.2011 ± 0.0374 0.00552 ± 0.00116 0.04072 ± 0.00105 5.715 ± 0.064 % 93.880 ± 0.069 %
713
+ 477 5.2095 ± 0.0375 0.00557 ± 0.00115 0.04069 ± 0.00105 5.711 ± 0.064 % 93.883 ± 0.069 %
714
+ 478 5.2151 ± 0.0375 0.00554 ± 0.00115 0.04069 ± 0.00105 5.707 ± 0.064 % 93.885 ± 0.069 %
715
+ 479 5.2195 ± 0.0375 0.00553 ± 0.00115 0.04069 ± 0.00105 5.711 ± 0.064 % 93.879 ± 0.069 %
716
+ 480 5.2252 ± 0.0375 0.00548 ± 0.00115 0.04064 ± 0.00104 5.707 ± 0.064 % 93.884 ± 0.068 %
717
+ 481 5.2320 ± 0.0375 0.00549 ± 0.00115 0.04087 ± 0.00105 5.711 ± 0.064 % 93.883 ± 0.068 %
718
+ 482 5.2346 ± 0.0375 0.00544 ± 0.00115 0.04087 ± 0.00105 5.709 ± 0.064 % 93.881 ± 0.068 %
719
+ 483 5.2420 ± 0.0376 0.00555 ± 0.00115 0.04089 ± 0.00105 5.705 ± 0.064 % 93.877 ± 0.068 %
720
+ 484 5.2474 ± 0.0376 0.00562 ± 0.00115 0.04089 ± 0.00105 5.706 ± 0.064 % 93.875 ± 0.068 %
721
+ 485 5.2418 ± 0.0375 0.00561 ± 0.00115 0.04087 ± 0.00105 5.706 ± 0.064 % 93.873 ± 0.068 %
722
+ 486 5.2362 ± 0.0374 0.00568 ± 0.00114 0.04087 ± 0.00105 5.710 ± 0.064 % 93.874 ± 0.068 %
723
+ 487 5.2314 ± 0.0373 0.00570 ± 0.00114 0.04084 ± 0.00104 5.708 ± 0.064 % 93.872 ± 0.068 %
724
+ 488 5.2251 ± 0.0372 0.00563 ± 0.00114 0.04080 ± 0.00104 5.706 ± 0.063 % 93.874 ± 0.068 %
725
+ 489 5.2220 ± 0.0371 0.00561 ± 0.00114 0.04077 ± 0.00104 5.705 ± 0.063 % 93.871 ± 0.068 %
726
+ 490 5.2167 ± 0.0371 0.00565 ± 0.00114 0.04076 ± 0.00104 5.706 ± 0.063 % 93.873 ± 0.068 %
727
+ 491 5.2190 ± 0.0370 0.00562 ± 0.00114 0.04075 ± 0.00104 5.705 ± 0.063 % 93.872 ± 0.068 %
728
+ 492 5.2225 ± 0.0370 0.00560 ± 0.00114 0.04074 ± 0.00103 5.704 ± 0.063 % 93.873 ± 0.068 %
729
+ 493 5.2320 ± 0.0371 0.00560 ± 0.00113 0.04076 ± 0.00103 5.701 ± 0.063 % 93.866 ± 0.068 %
730
+ 494 5.2275 ± 0.0370 0.00560 ± 0.00113 0.04075 ± 0.00103 5.704 ± 0.063 % 93.869 ± 0.068 %
731
+ 495 5.2241 ± 0.0370 0.00567 ± 0.00113 0.04071 ± 0.00103 5.703 ± 0.063 % 93.871 ± 0.068 %
732
+ 496 5.2255 ± 0.0369 0.00562 ± 0.00113 0.04068 ± 0.00103 5.703 ± 0.063 % 93.875 ± 0.067 %
733
+ 497 5.2282 ± 0.0369 0.00559 ± 0.00113 0.04066 ± 0.00102 5.703 ± 0.063 % 93.879 ± 0.067 %
734
+ 498 5.2359 ± 0.0370 0.00565 ± 0.00113 0.04070 ± 0.00102 5.709 ± 0.063 % 93.878 ± 0.067 %
735
+ 499 5.2441 ± 0.0370 0.00573 ± 0.00114 0.04086 ± 0.00102 5.716 ± 0.063 % 93.872 ± 0.067 %
736
+ 500 5.2394 ± 0.0369 0.00579 ± 0.00113 0.04081 ± 0.00102 5.713 ± 0.063 % 93.878 ± 0.067 %
737
+ 501 5.2300 ± 0.0368 0.00581 ± 0.00113 0.04081 ± 0.00102 5.721 ± 0.063 % 93.873 ± 0.067 %
738
+ 502 5.2278 ± 0.0368 0.00587 ± 0.00113 0.04078 ± 0.00102 5.719 ± 0.063 % 93.875 ± 0.067 %
739
+ 503 5.2278 ± 0.0367 0.00585 ± 0.00113 0.04079 ± 0.00102 5.722 ± 0.062 % 93.867 ± 0.067 %
740
+ 504 5.2265 ± 0.0367 0.00596 ± 0.00113 0.04086 ± 0.00102 5.732 ± 0.063 % 93.865 ± 0.067 %
741
+ 505 5.2269 ± 0.0366 0.00593 ± 0.00113 0.04094 ± 0.00102 5.734 ± 0.063 % 93.869 ± 0.067 %
742
+ 506 5.2282 ± 0.0366 0.00600 ± 0.00113 0.04092 ± 0.00102 5.731 ± 0.062 % 93.863 ± 0.067 %
743
+ 507 5.2217 ± 0.0365 0.00611 ± 0.00113 0.04092 ± 0.00102 5.733 ± 0.062 % 93.863 ± 0.067 %
744
+ 508 5.2176 ± 0.0364 0.00613 ± 0.00112 0.04089 ± 0.00101 5.732 ± 0.062 % 93.867 ± 0.067 %
745
+ 509 5.2201 ± 0.0364 0.00621 ± 0.00112 0.04090 ± 0.00101 5.731 ± 0.062 % 93.860 ± 0.067 %
746
+ 510 5.2126 ± 0.0363 0.00619 ± 0.00112 0.04088 ± 0.00101 5.731 ± 0.062 % 93.860 ± 0.067 %
747
+ 511 5.2171 ± 0.0363 0.00619 ± 0.00112 0.04085 ± 0.00101 5.729 ± 0.062 % 93.858 ± 0.067 %
748
+ 512 5.2167 ± 0.0363 0.00619 ± 0.00112 0.04084 ± 0.00101 5.730 ± 0.062 % 93.859 ± 0.066 %
749
+ 513 5.2136 ± 0.0362 0.00630 ± 0.00112 0.04095 ± 0.00101 5.732 ± 0.062 % 93.854 ± 0.066 %
750
+ 514 5.2119 ± 0.0361 0.00634 ± 0.00112 0.04093 ± 0.00101 5.734 ± 0.062 % 93.852 ± 0.066 %
751
+ 515 5.2151 ± 0.0362 0.00634 ± 0.00112 0.04097 ± 0.00100 5.739 ± 0.062 % 93.840 ± 0.066 %
752
+ 516 5.2220 ± 0.0362 0.00647 ± 0.00112 0.04097 ± 0.00100 5.740 ± 0.062 % 93.838 ± 0.066 %
753
+ 517 5.2170 ± 0.0361 0.00645 ± 0.00111 0.04093 ± 0.00100 5.738 ± 0.062 % 93.841 ± 0.066 %
754
+ 518 5.2081 ± 0.0360 0.00642 ± 0.00111 0.04105 ± 0.00101 5.742 ± 0.062 % 93.847 ± 0.066 %
755
+ 519 5.2074 ± 0.0359 0.00641 ± 0.00111 0.04101 ± 0.00101 5.739 ± 0.062 % 93.849 ± 0.066 %
756
+ 520 5.2057 ± 0.0359 0.00638 ± 0.00111 0.04098 ± 0.00101 5.738 ± 0.062 % 93.850 ± 0.066 %
757
+ 521 5.2015 ± 0.0358 0.00641 ± 0.00111 0.04098 ± 0.00101 5.735 ± 0.062 % 93.855 ± 0.066 %
758
+ 522 5.1990 ± 0.0358 0.00639 ± 0.00111 0.04106 ± 0.00101 5.737 ± 0.062 % 93.857 ± 0.066 %
759
+ 523 5.1874 ± 0.0356 0.00633 ± 0.00112 0.04170 ± 0.00104 5.783 ± 0.063 % 93.859 ± 0.066 %
760
+ 524 5.1836 ± 0.0356 0.00646 ± 0.00112 0.04168 ± 0.00104 5.783 ± 0.063 % 93.860 ± 0.066 %
761
+ 525 5.1818 ± 0.0355 0.00649 ± 0.00112 0.04171 ± 0.00104 5.793 ± 0.063 % 93.858 ± 0.066 %
762
+ 526 5.1843 ± 0.0355 0.00646 ± 0.00112 0.04167 ± 0.00104 5.789 ± 0.063 % 93.859 ± 0.066 %
763
+ 527 5.1899 ± 0.0355 0.00645 ± 0.00111 0.04175 ± 0.00104 5.793 ± 0.063 % 93.856 ± 0.066 %
764
+ 528 5.1908 ± 0.0355 0.00643 ± 0.00111 0.04171 ± 0.00104 5.790 ± 0.063 % 93.861 ± 0.065 %
765
+ 529 5.1981 ± 0.0355 0.00638 ± 0.00111 0.04167 ± 0.00104 5.785 ± 0.063 % 93.862 ± 0.065 %
766
+ 530 5.2064 ± 0.0355 0.00636 ± 0.00111 0.04165 ± 0.00103 5.785 ± 0.063 % 93.858 ± 0.065 %
767
+ 531 5.2125 ± 0.0356 0.00636 ± 0.00111 0.04160 ± 0.00103 5.781 ± 0.063 % 93.861 ± 0.065 %
768
+ 532 5.2208 ± 0.0356 0.00638 ± 0.00111 0.04158 ± 0.00103 5.779 ± 0.063 % 93.860 ± 0.065 %
769
+ 533 5.2260 ± 0.0356 0.00634 ± 0.00110 0.04157 ± 0.00103 5.778 ± 0.063 % 93.856 ± 0.065 %
770
+ 534 5.2342 ± 0.0356 0.00632 ± 0.00110 0.04154 ± 0.00103 5.774 ± 0.063 % 93.850 ± 0.065 %
771
+ 535 5.2360 ± 0.0356 0.00625 ± 0.00110 0.04177 ± 0.00104 5.777 ± 0.063 % 93.848 ± 0.065 %
772
+ 536 5.2353 ± 0.0356 0.00626 ± 0.00110 0.04184 ± 0.00104 5.784 ± 0.063 % 93.844 ± 0.065 %
773
+ 537 5.2257 ± 0.0355 0.00633 ± 0.00110 0.04180 ± 0.00104 5.786 ± 0.063 % 93.847 ± 0.065 %
774
+ 538 5.2192 ± 0.0354 0.00636 ± 0.00110 0.04183 ± 0.00104 5.790 ± 0.063 % 93.843 ± 0.065 %
775
+ 539 5.2161 ± 0.0353 0.00627 ± 0.00110 0.04185 ± 0.00103 5.793 ± 0.063 % 93.838 ± 0.065 %
776
+ 540 5.2078 ± 0.0352 0.00623 ± 0.00110 0.04183 ± 0.00103 5.795 ± 0.063 % 93.835 ± 0.065 %
777
+ 541 5.2026 ± 0.0351 0.00628 ± 0.00110 0.04181 ± 0.00103 5.796 ± 0.062 % 93.835 ± 0.065 %
778
+ 542 5.1999 ± 0.0351 0.00637 ± 0.00110 0.04180 ± 0.00103 5.796 ± 0.062 % 93.835 ± 0.065 %
779
+ 543 5.1970 ± 0.0350 0.00642 ± 0.00109 0.04178 ± 0.00103 5.797 ± 0.062 % 93.833 ± 0.065 %
780
+ 544 5.1918 ± 0.0350 0.00646 ± 0.00109 0.04174 ± 0.00103 5.795 ± 0.062 % 93.834 ± 0.065 %
781
+ 545 5.1907 ± 0.0349 0.00647 ± 0.00109 0.04174 ± 0.00102 5.796 ± 0.062 % 93.829 ± 0.065 %
782
+ 546 5.1894 ± 0.0349 0.00640 ± 0.00109 0.04176 ± 0.00102 5.798 ± 0.062 % 93.824 ± 0.065 %
783
+ 547 5.1903 ± 0.0348 0.00635 ± 0.00109 0.04175 ± 0.00102 5.797 ± 0.062 % 93.821 ± 0.064 %
784
+ 548 5.1979 ± 0.0349 0.00634 ± 0.00109 0.04178 ± 0.00102 5.797 ± 0.062 % 93.819 ± 0.064 %
785
+ 549 5.2046 ± 0.0349 0.00631 ± 0.00109 0.04175 ± 0.00102 5.793 ± 0.062 % 93.818 ± 0.064 %
786
+ 550 5.2182 ± 0.0350 0.00639 ± 0.00109 0.04204 ± 0.00102 5.795 ± 0.062 % 93.805 ± 0.064 %
787
+ 551 5.2200 ± 0.0350 0.00642 ± 0.00109 0.04202 ± 0.00102 5.794 ± 0.062 % 93.804 ± 0.064 %
788
+ 552 5.2189 ± 0.0350 0.00645 ± 0.00108 0.04199 ± 0.00102 5.793 ± 0.062 % 93.807 ± 0.064 %
789
+
790
+ ====== Perplexity statistics ======
791
+ Mean PPL(Q) : 5.218907 ± 0.034969
792
+ Mean PPL(base) : 5.185329 ± 0.034498
793
+ Cor(ln(PPL(Q)), ln(PPL(base))): 98.68%
794
+ Mean ln(PPL(Q)/PPL(base)) : 0.006455 ± 0.001085
795
+ Mean PPL(Q)/PPL(base) : 1.006475 ± 0.001092
796
+ Mean PPL(Q)-PPL(base) : 0.033577 ± 0.005657
797
+
798
+ ====== KL divergence statistics ======
799
+ Mean KLD: 0.041986 ± 0.001016
800
+ Maximum KLD: 34.987473
801
+ 99.9% KLD: 4.873271
802
+ 99.0% KLD: 0.395825
803
+ 95.0% KLD: 0.118016
804
+ 90.0% KLD: 0.064972
805
+ Median KLD: 0.006906
806
+ 10.0% KLD: 0.000057
807
+ 5.0% KLD: 0.000011
808
+ 1.0% KLD: 0.000000
809
+ 0.1% KLD: -0.000004
810
+ Minimum KLD: -0.000255
811
+
812
+ ====== Token probability statistics ======
813
+ Mean Δp: -0.105 ± 0.015 %
814
+ Maximum Δp: 99.999%
815
+ 99.9% Δp: 45.810%
816
+ 99.0% Δp: 16.783%
817
+ 95.0% Δp: 6.230%
818
+ 90.0% Δp: 3.237%
819
+ 75.0% Δp: 0.515%
820
+ Median Δp: -0.000%
821
+ 25.0% Δp: -0.640%
822
+ 10.0% Δp: -3.559%
823
+ 5.0% Δp: -6.823%
824
+ 1.0% Δp: -17.904%
825
+ 0.1% Δp: -42.702%
826
+ Minimum Δp: -99.947%
827
+ RMS Δp : 5.793 ± 0.062 %
828
+ Same top p: 93.807 ± 0.064 %
829
+
830
+ 5.31.428.514 I llama_perf_context_print: load time = 160243.70 ms
831
+ 5.31.428.516 I llama_perf_context_print: prompt eval time = 135773.90 ms / 282624 tokens ( 0.48 ms per token, 2081.58 tokens per second)
832
+ 5.31.428.517 I llama_perf_context_print: eval time = 0.00 ms / 1 runs ( 0.00 ms per token, inf tokens per second)
833
+ 5.31.428.518 I llama_perf_context_print: total time = 169775.11 ms / 282625 tokens
834
+ 5.31.428.518 I llama_perf_context_print: graphs reused = 33
835
+ 5.31.428.722 I common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted |
836
+ 5.31.428.729 I common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 60803 + (35475 = 32464 + 168 + 2842) + 970 |
837
+ 5.31.428.729 I common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 45643 + (50631 = 47176 + 180 + 3275) + 974 |
838
+ 5.31.428.730 I common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 45643 + (50631 = 47176 + 180 + 3275) + 974 |
839
+ 5.31.428.730 I common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 45643 + (50631 = 47176 + 180 + 3275) + 974 |
840
+ 5.31.428.730 I common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 51001 + (45273 = 41934 + 160 + 3178) + 975 |
841
+ 5.31.428.731 I common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 45643 + (50631 = 47176 + 180 + 3275) + 974 |
842
+ 5.31.428.731 I common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 42980 + (47133 = 37938 + 140 + 9055) + 7135 |
843
+ 5.31.428.731 I common_memory_breakdown_print: | - Host | 1776 = 1245 + 0 + 531 |
844
+ ```
kld_data/aes_sedai/MiniMax-M3-Q8_0.md ADDED
@@ -0,0 +1,834 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ### MiniMax-M3-Q8_0 (aes_sedai)
2
+
3
+ ```txt
4
+ /home/jarvis/development/llama.cpp/build/bin/llama-perplexity --threads 48 --flash-attn on -lv 4 --file /mnt/srv/host/resources/KLD/wiki.test.raw --kl-divergence-base /mnt/srv/snowdrift/ref-logits/MiniMax-M3-BF16-512ctx-wiki.test.raw.bin --kl-divergence --batch-size 8192 --ubatch-size 8192 --model /mnt/srv/snowdrift/gguf/MiniMax-M3-GGUF/aes_sedai/MiniMax-M3-Q8_0.gguf --direct-io
5
+ 0.00.390.357 W DEPRECATED: --direct-io and --no-direct-io are deprecated. use --load-mode dio instead
6
+ 0.00.390.454 I cmn common_init_: fitting params to device memory ...
7
+ 0.00.390.461 I cmn common_init_: (for bugs during this step try to reproduce them with -fit off, or provide --verbose logs if the bug only occurs with -fit on)
8
+ 0.00.390.472 I common_params_fit_impl: getting device memory data for initial parameters:
9
+ 0.01.326.826 I common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted |
10
+ 0.01.326.837 I common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (49125 = 46114 + 168 + 2842) + -48562 |
11
+ 0.01.326.837 I common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (71874 = 67651 + 180 + 4043) + -71312 |
12
+ 0.01.326.838 I common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (71874 = 67651 + 180 + 4043) + -71312 |
13
+ 0.01.326.838 I common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (71874 = 67651 + 180 + 4043) + -71312 |
14
+ 0.01.326.838 I common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (64240 = 60134 + 160 + 3946) + -63678 |
15
+ 0.01.326.839 I common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 96687 + (71874 = 67651 + 180 + 4043) + -71312 |
16
+ 0.01.326.839 I common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 90524 + (63826 = 53863 + 140 + 9823) + -57101 |
17
+ 0.01.326.839 I common_memory_breakdown_print: | - Host | 1776 = 1245 + 0 + 531 |
18
+ 0.01.377.205 I common_params_fit_impl: projected memory use with initial parameters [MiB]:
19
+ 0.01.377.219 I common_params_fit_impl: - CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 49125 used, 47562 free vs. target of 1024
20
+ 0.01.377.220 I common_params_fit_impl: - CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 71874 used, 24813 free vs. target of 1024
21
+ 0.01.377.220 I common_params_fit_impl: - CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 71874 used, 24813 free vs. target of 1024
22
+ 0.01.377.220 I common_params_fit_impl: - CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 71874 used, 24813 free vs. target of 1024
23
+ 0.01.377.221 I common_params_fit_impl: - CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 64240 used, 32446 free vs. target of 1024
24
+ 0.01.377.221 I common_params_fit_impl: - CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 71874 used, 24813 free vs. target of 1024
25
+ 0.01.377.222 I common_params_fit_impl: - CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition): 97250 total, 63826 used, 26697 free vs. target of 1024
26
+ 0.01.377.222 I common_params_fit_impl: projected to use 464691 MiB of device memory vs. 670651 MiB of free device memory
27
+ 0.01.377.222 I common_params_fit_impl: targets for free memory can be met on all devices, no changes needed
28
+ 0.01.377.223 I common_fit_params: successfully fit params to free device memory
29
+ 0.01.377.235 I common_fit_params: fitting params to free memory took 0.99 seconds
30
+ 0.01.410.217 I llama_model_loader: loaded meta data with 46 key-value pairs and 1176 tensors from /mnt/srv/snowdrift/gguf/MiniMax-M3-GGUF/aes_sedai/MiniMax-M3-Q8_0.gguf (version GGUF V3 (latest))
31
+ 0.01.410.246 I llama_model_loader: Dumping metadata keys/values. Note: KV overrides do not apply in this output.
32
+ 0.01.410.250 I llama_model_loader: - kv 0: general.architecture str = minimax-m3
33
+ 0.01.410.251 I llama_model_loader: - kv 1: general.type str = model
34
+ 0.01.410.255 I llama_model_loader: - kv 2: general.sampling.top_p f32 = 0.950000
35
+ 0.01.410.256 I llama_model_loader: - kv 3: general.sampling.temp f32 = 1.000000
36
+ 0.01.410.256 I llama_model_loader: - kv 4: general.name str = MiniMax M3
37
+ 0.01.410.257 I llama_model_loader: - kv 5: general.size_label str = 128x16B
38
+ 0.01.410.257 I llama_model_loader: - kv 6: general.license str = other
39
+ 0.01.410.258 I llama_model_loader: - kv 7: general.license.name str = minimax-community
40
+ 0.01.410.258 I llama_model_loader: - kv 8: general.license.link str = LICENSE
41
+ 0.01.410.270 I llama_model_loader: - kv 9: general.tags arr[str,6] = ["multimodal", "moe", "agent", "codin...
42
+ 0.01.410.271 I llama_model_loader: - kv 10: minimax-m3.block_count u32 = 60
43
+ 0.01.410.271 I llama_model_loader: - kv 11: minimax-m3.context_length u32 = 1048576
44
+ 0.01.410.272 I llama_model_loader: - kv 12: minimax-m3.embedding_length u32 = 6144
45
+ 0.01.410.273 I llama_model_loader: - kv 13: minimax-m3.feed_forward_length u32 = 12288
46
+ 0.01.410.273 I llama_model_loader: - kv 14: minimax-m3.attention.head_count u32 = 64
47
+ 0.01.410.273 I llama_model_loader: - kv 15: minimax-m3.attention.head_count_kv u32 = 4
48
+ 0.01.410.275 I llama_model_loader: - kv 16: minimax-m3.rope.freq_base f32 = 5000000.000000
49
+ 0.01.410.276 I llama_model_loader: - kv 17: minimax-m3.attention.layer_norm_rms_epsilon f32 = 0.000001
50
+ 0.01.410.276 I llama_model_loader: - kv 18: minimax-m3.expert_count u32 = 128
51
+ 0.01.410.277 I llama_model_loader: - kv 19: minimax-m3.expert_used_count u32 = 4
52
+ 0.01.410.277 I llama_model_loader: - kv 20: minimax-m3.expert_gating_func u32 = 2
53
+ 0.01.410.278 I llama_model_loader: - kv 21: minimax-m3.attention.key_length u32 = 128
54
+ 0.01.410.279 I llama_model_loader: - kv 22: minimax-m3.attention.value_length u32 = 128
55
+ 0.01.410.279 I llama_model_loader: - kv 23: minimax-m3.expert_feed_forward_length u32 = 3072
56
+ 0.01.410.280 I llama_model_loader: - kv 24: minimax-m3.rope.dimension_count u32 = 64
57
+ 0.01.410.280 I llama_model_loader: - kv 25: minimax-m3.expert_shared_count u32 = 1
58
+ 0.01.410.281 I llama_model_loader: - kv 26: minimax-m3.expert_weights_scale f32 = 2.000000
59
+ 0.01.410.284 I llama_model_loader: - kv 27: minimax-m3.expert_weights_norm bool = true
60
+ 0.01.410.285 I llama_model_loader: - kv 28: minimax-m3.attention.indexer.head_count u32 = 4
61
+ 0.01.410.285 I llama_model_loader: - kv 29: minimax-m3.attention.indexer.key_length u32 = 128
62
+ 0.01.410.286 I llama_model_loader: - kv 30: minimax-m3.attention.indexer.top_k u32 = 16
63
+ 0.01.410.286 I llama_model_loader: - kv 31: minimax-m3.attention.indexer.block_size u32 = 128
64
+ 0.01.410.287 I llama_model_loader: - kv 32: minimax-m3.attention.indexer.local_blocks u32 = 1
65
+ 0.01.410.287 I llama_model_loader: - kv 33: minimax-m3.leading_dense_block_count u32 = 3
66
+ 0.01.410.287 I llama_model_loader: - kv 34: tokenizer.ggml.model str = gpt2
67
+ 0.01.410.288 I llama_model_loader: - kv 35: tokenizer.ggml.pre str = minimax-m2
68
+ 0.01.421.460 I llama_model_loader: - kv 36: tokenizer.ggml.tokens arr[str,200064] = ["Ā", "ā", "Ă", "ă", "Ą", "ą", ...
69
+ 0.01.424.273 I llama_model_loader: - kv 37: tokenizer.ggml.token_type arr[i32,200064] = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, ...
70
+ 0.01.434.930 I llama_model_loader: - kv 38: tokenizer.ggml.merges arr[str,199744] = ["Ġ Ġ", "Ġ t", "Ġ a", "i n", "e r...
71
+ 0.01.434.939 I llama_model_loader: - kv 39: tokenizer.ggml.bos_token_id u32 = 200019
72
+ 0.01.434.940 I llama_model_loader: - kv 40: tokenizer.ggml.eos_token_id u32 = 200020
73
+ 0.01.434.940 I llama_model_loader: - kv 41: tokenizer.ggml.unknown_token_id u32 = 200020
74
+ 0.01.434.940 I llama_model_loader: - kv 42: tokenizer.ggml.padding_token_id u32 = 200000
75
+ 0.01.434.943 I llama_model_loader: - kv 43: tokenizer.chat_template str = {# ---------- special token variables...
76
+ 0.01.434.943 I llama_model_loader: - kv 44: general.quantization_version u32 = 2
77
+ 0.01.434.944 I llama_model_loader: - kv 45: general.file_type u32 = 7
78
+ 0.01.434.945 I llama_model_loader: - type f32: 469 tensors
79
+ 0.01.434.945 I llama_model_loader: - type q8_0: 707 tensors
80
+ 0.01.434.946 I print_info: file format = GGUF V3 (latest)
81
+ 0.01.434.947 I print_info: file type = Q8_0
82
+ 0.01.434.950 I print_info: file size = 421.84 GiB (8.50 BPW)
83
+ 0.01.435.245 I llama_prepare_model_devices: using device CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:01:00.0) - 96687 MiB free
84
+ 0.01.435.267 I llama_prepare_model_devices: using device CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:02:00.0) - 96687 MiB free
85
+ 0.01.435.274 I llama_prepare_model_devices: using device CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:03:00.0) - 96687 MiB free
86
+ 0.01.435.279 I llama_prepare_model_devices: using device CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:04:00.0) - 96687 MiB free
87
+ 0.01.435.284 I llama_prepare_model_devices: using device CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:05:00.0) - 96687 MiB free
88
+ 0.01.435.290 I llama_prepare_model_devices: using device CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:06:00.0) - 96687 MiB free
89
+ 0.01.435.296 I llama_prepare_model_devices: using device CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:07:00.0) - 90524 MiB free
90
+ 0.01.504.695 I load: 0 unused tokens
91
+ 0.01.520.069 I load: printing all EOG tokens:
92
+ 0.01.520.077 I load: - 200004 ('<fim_pad>')
93
+ 0.01.520.078 I load: - 200005 ('<reponame>')
94
+ 0.01.520.079 I load: - 200020 ('[e~[')
95
+ 0.01.520.195 I load: special tokens cache size = 61
96
+ 0.01.556.270 I load: token to piece cache size = 1.3356 MB
97
+ 0.01.556.291 I print_info: arch = minimax-m3
98
+ 0.01.556.292 I print_info: vocab_only = 0
99
+ 0.01.556.292 I print_info: no_alloc = 0
100
+ 0.01.556.292 I print_info: n_ctx_train = 1048576
101
+ 0.01.556.293 I print_info: n_embd_inp = 6144
102
+ 0.01.556.293 I print_info: n_embd = 6144
103
+ 0.01.556.293 I print_info: n_embd_out = 6144
104
+ 0.01.556.294 I print_info: n_layer = 60
105
+ 0.01.556.294 I print_info: n_layer_all = 60
106
+ 0.01.556.303 I print_info: n_head = 64
107
+ 0.01.556.304 I print_info: n_head_kv = 4
108
+ 0.01.556.304 I print_info: n_rot = 64
109
+ 0.01.556.304 I print_info: n_swa = 0
110
+ 0.01.556.305 I print_info: is_swa_any = 0
111
+ 0.01.556.305 I print_info: n_embd_head_k = 128
112
+ 0.01.556.305 I print_info: n_embd_head_v = 128
113
+ 0.01.556.306 I print_info: n_gqa = 16
114
+ 0.01.556.307 I print_info: n_embd_k_gqa = 512
115
+ 0.01.556.309 I print_info: n_embd_v_gqa = 512
116
+ 0.01.556.309 I print_info: f_norm_eps = 0.0e+00
117
+ 0.01.556.311 I print_info: f_norm_rms_eps = 1.0e-06
118
+ 0.01.556.311 I print_info: f_clamp_kqv = 0.0e+00
119
+ 0.01.556.311 I print_info: f_max_alibi_bias = 0.0e+00
120
+ 0.01.556.311 I print_info: f_logit_scale = 0.0e+00
121
+ 0.01.556.312 I print_info: f_attn_scale = 0.0e+00
122
+ 0.01.556.312 I print_info: f_attn_value_scale = 0.0000
123
+ 0.01.556.313 I print_info: n_ff = 12288
124
+ 0.01.556.313 I print_info: n_expert = 128
125
+ 0.01.556.313 I print_info: n_expert_used = 4
126
+ 0.01.556.313 I print_info: n_expert_groups = 0
127
+ 0.01.556.313 I print_info: n_group_used = 0
128
+ 0.01.556.313 I print_info: causal attn = 1
129
+ 0.01.556.314 I print_info: pooling type = -1
130
+ 0.01.556.314 I print_info: rope type = 2
131
+ 0.01.556.314 I print_info: rope scaling = linear
132
+ 0.01.556.315 I print_info: freq_base_train = 5000000.0
133
+ 0.01.556.315 I print_info: freq_scale_train = 1
134
+ 0.01.556.316 I print_info: n_ctx_orig_yarn = 1048576
135
+ 0.01.556.316 I print_info: rope_yarn_log_mul = 0.0000
136
+ 0.01.556.316 I print_info: rope_finetuned = unknown
137
+ 0.01.556.317 I print_info: model type = 428B.A23B
138
+ 0.01.556.317 I print_info: model params = 426.17 B
139
+ 0.01.556.317 I print_info: general.name = MiniMax M3
140
+ 0.01.556.319 I print_info: vocab type = BPE
141
+ 0.01.556.319 I print_info: n_vocab = 200064
142
+ 0.01.556.319 I print_info: n_merges = 199744
143
+ 0.01.556.319 I print_info: BOS token = 200019 ']~b]'
144
+ 0.01.556.319 I print_info: EOS token = 200020 '[e~['
145
+ 0.01.556.320 I print_info: UNK token = 200020 '[e~['
146
+ 0.01.556.320 I print_info: PAD token = 200000 ']!p~['
147
+ 0.01.556.320 I print_info: LF token = 10 'Ċ'
148
+ 0.01.556.320 I print_info: FIM PRE token = 200001 '<fim_prefix>'
149
+ 0.01.556.320 I print_info: FIM SUF token = 200003 '<fim_suffix>'
150
+ 0.01.556.320 I print_info: FIM MID token = 200002 '<fim_middle>'
151
+ 0.01.556.321 I print_info: FIM PAD token = 200004 '<fim_pad>'
152
+ 0.01.556.321 I print_info: FIM REP token = 200005 '<reponame>'
153
+ 0.01.556.321 I print_info: EOG token = 200004 '<fim_pad>'
154
+ 0.01.556.321 I print_info: EOG token = 200005 '<reponame>'
155
+ 0.01.556.322 I print_info: EOG token = 200020 '[e~['
156
+ 0.01.556.322 I print_info: max token length = 256
157
+ 0.01.556.323 I load_tensors: loading model tensors, this can take a while... (load_mode = dio)
158
+ 0.01.941.324 I load_tensors: offloading output layer to GPU
159
+ 0.01.941.335 I load_tensors: offloading 59 repeating layers to GPU
160
+ 0.01.941.336 I load_tensors: offloaded 61/61 layers to GPU
161
+ 0.01.941.342 I load_tensors: CUDA0 model buffer size = 46114.47 MiB
162
+ 0.01.941.343 I load_tensors: CUDA1 model buffer size = 67651.05 MiB
163
+ 0.01.941.343 I load_tensors: CUDA2 model buffer size = 67651.05 MiB
164
+ 0.01.941.344 I load_tensors: CUDA3 model buffer size = 67651.05 MiB
165
+ 0.01.941.344 I load_tensors: CUDA4 model buffer size = 60134.27 MiB
166
+ 0.01.941.344 I load_tensors: CUDA5 model buffer size = 67651.05 MiB
167
+ 0.01.941.345 I load_tensors: CUDA6 model buffer size = 53863.02 MiB
168
+ 0.01.941.345 I load_tensors: CUDA_Host model buffer size = 1245.52 MiB
169
+ ....................................................................................................
170
+ 3.55.539.771 I cmn common_init_: added <fim_pad> logit bias = -inf
171
+ 3.55.539.782 I cmn common_init_: added <reponame> logit bias = -inf
172
+ 3.55.539.783 I cmn common_init_: added [e~[ logit bias = -inf
173
+ 3.55.540.062 I llama_context: constructing llama_context
174
+ 3.55.540.072 I llama_context: n_seq_max = 16
175
+ 3.55.540.072 I llama_context: n_ctx = 8192
176
+ 3.55.540.072 I llama_context: n_ctx_seq = 512
177
+ 3.55.540.073 I llama_context: n_batch = 8192
178
+ 3.55.540.073 I llama_context: n_ubatch = 8192
179
+ 3.55.540.073 I llama_context: causal_attn = 1
180
+ 3.55.540.073 I llama_context: flash_attn = enabled
181
+ 3.55.540.074 I llama_context: kv_unified = false
182
+ 3.55.540.077 I llama_context: freq_base = 5000000.0
183
+ 3.55.540.077 I llama_context: freq_scale = 1
184
+ 3.55.540.078 I llama_context: n_rs_seq = 0
185
+ 3.55.540.078 I llama_context: n_outputs_max = 8192
186
+ 3.55.540.079 I llama_context: n_ctx_seq (512) < n_ctx_train (1048576) -- the full capacity of the model will not be utilized
187
+ 3.55.546.161 I llama_context: CUDA_Host output buffer size = 12.21 MiB
188
+ 3.55.546.939 I llama_kv_cache: CUDA0 KV buffer size = 168.00 MiB
189
+ 3.55.564.982 I llama_kv_cache: CUDA1 KV buffer size = 180.00 MiB
190
+ 3.55.573.584 I llama_kv_cache: CUDA2 KV buffer size = 180.00 MiB
191
+ 3.55.588.550 I llama_kv_cache: CUDA3 KV buffer size = 180.00 MiB
192
+ 3.55.599.252 I llama_kv_cache: CUDA4 KV buffer size = 160.00 MiB
193
+ 3.55.615.533 I llama_kv_cache: CUDA5 KV buffer size = 180.00 MiB
194
+ 3.55.632.468 I llama_kv_cache: CUDA6 KV buffer size = 140.00 MiB
195
+ 3.55.632.606 I llama_kv_cache: size = 1188.00 MiB ( 512 cells, 60 layers, 16/16 seqs), K (f16): 480.00 MiB, V (f16): 480.00 MiB, K_idx (f32): 228.00 MiB
196
+ 3.55.632.615 I llama_kv_cache: attn_rot_k = 0, n_embd_head_k_all = 128
197
+ 3.55.632.615 I llama_kv_cache: attn_rot_v = 0, n_embd_head_k_all = 128
198
+ 3.55.632.720 I llama_context: pipeline parallelism enabled
199
+ 3.55.632.727 I sched_reserve: reserving ...
200
+ 3.55.703.612 I resolve_fused_ops: resolving fused Gated Delta Net support:
201
+ 3.55.705.745 I resolve_fused_ops: fused Gated Delta Net (autoregressive) enabled
202
+ 3.55.719.453 I resolve_fused_ops: fused Gated Delta Net (chunked) enabled
203
+ 3.55.719.462 I resolve_fused_ops: resolving fused Lightning Indexer support:
204
+ 3.55.724.205 I resolve_fused_ops: Lightning Indexer enabled
205
+ 3.55.724.216 I resolve_fused_ops: resolving fused DeepSeek V4 HC support:
206
+ 3.55.728.756 I resolve_fused_ops: fused DeepSeek V4 HC pre enabled
207
+ 3.55.733.359 I resolve_fused_ops: fused DeepSeek V4 HC comb enabled
208
+ 3.55.737.766 I resolve_fused_ops: fused DeepSeek V4 HC post enabled
209
+ 3.55.912.734 I sched_reserve: CUDA0 compute buffer size = 2842.62 MiB
210
+ 3.55.912.745 I sched_reserve: CUDA1 compute buffer size = 3275.62 MiB
211
+ 3.55.912.746 I sched_reserve: CUDA2 compute buffer size = 3275.62 MiB
212
+ 3.55.912.746 I sched_reserve: CUDA3 compute buffer size = 3275.62 MiB
213
+ 3.55.912.747 I sched_reserve: CUDA4 compute buffer size = 3178.62 MiB
214
+ 3.55.912.747 I sched_reserve: CUDA5 compute buffer size = 3275.62 MiB
215
+ 3.55.912.748 I sched_reserve: CUDA6 compute buffer size = 9055.75 MiB
216
+ 3.55.912.749 I sched_reserve: CUDA_Host compute buffer size = 531.00 MiB
217
+ 3.55.912.750 I sched_reserve: graph nodes = 29701 (with bs=8192), 6502 (with bs=1)
218
+ 3.55.912.750 I sched_reserve: graph splits = 1832 (with bs=8192), 8 (with bs=1)
219
+ 3.55.912.752 I sched_reserve: reserve took 280.02 ms, sched copies = 4
220
+ 3.55.912.947 I cmn common_init_: warming up the model with an empty run - please wait ... (--no-warmup to disable)
221
+ 3.56.093.065 I
222
+ 3.56.093.169 I system_info: n_threads = 48 (n_threads_batch = 48) / 56 | CUDA : ARCHS = 1200 | USE_GRAPHS = 1 | BLACKWELL_NATIVE_FP4 = 1 | CPU : SSE3 = 1 | SSSE3 = 1 | AVX = 1 | AVX_VNNI = 1 | AVX2 = 1 | F16C = 1 | FMA = 1 | BMI2 = 1 | AVX512 = 1 | AVX512_VBMI = 1 | AVX512_VNNI = 1 | AVX512_BF16 = 1 | LLAMAFILE = 1 | OPENMP = 1 | REPACK = 1 |
223
+ 3.58.076.596 I kl_divergence: computing over 552 chunks, n_ctx=512, batch_size=8192, n_seq=16
224
+ 4.02.764.094 I kl_divergence: 4.69 seconds per pass - ETA 2.68 minutes
225
+
226
+ chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p
227
+ 1 3.1586 ± 0.4430 0.02067 ± 0.01834 0.02212 ± 0.00529 4.946 ± 0.805 % 97.255 ± 1.025 %
228
+ 2 3.4018 ± 0.3309 -0.00374 ± 0.01123 0.01900 ± 0.00298 4.486 ± 0.500 % 94.706 ± 0.992 %
229
+ 3 2.6758 ± 0.2041 -0.00466 ± 0.00848 0.01812 ± 0.00237 4.576 ± 0.397 % 95.686 ± 0.735 %
230
+ 4 2.4515 ± 0.1516 -0.00371 ± 0.00803 0.01879 ± 0.00198 5.027 ± 0.360 % 95.882 ± 0.622 %
231
+ 5 2.2985 ± 0.1223 -0.00001 ± 0.00698 0.01997 ± 0.00187 5.324 ± 0.314 % 95.922 ± 0.554 %
232
+ 6 2.2546 ± 0.1052 -0.00426 ± 0.00682 0.02072 ± 0.00166 5.316 ± 0.283 % 95.817 ± 0.512 %
233
+ 7 2.4094 ± 0.1088 -0.00968 ± 0.00650 0.02246 ± 0.00159 5.528 ± 0.262 % 95.350 ± 0.499 %
234
+ 8 2.5749 ± 0.1138 -0.01701 ± 0.00722 0.02814 ± 0.00398 5.960 ± 0.459 % 95.000 ± 0.483 %
235
+ 9 2.5805 ± 0.1059 -0.01682 ± 0.00693 0.02865 ± 0.00358 5.917 ± 0.414 % 94.946 ± 0.457 %
236
+ 10 2.5639 ± 0.1007 -0.01165 ± 0.00727 0.03051 ± 0.00464 6.154 ± 0.481 % 95.059 ± 0.429 %
237
+ 11 2.6511 ± 0.1021 -0.01193 ± 0.00685 0.03068 ± 0.00429 6.147 ± 0.443 % 95.045 ± 0.410 %
238
+ 12 2.8469 ± 0.1079 -0.01144 ± 0.00636 0.02911 ± 0.00394 5.922 ± 0.422 % 95.196 ± 0.387 %
239
+ 13 2.9213 ± 0.1083 -0.01164 ± 0.00614 0.02944 ± 0.00366 5.887 ± 0.393 % 95.354 ± 0.366 %
240
+ 14 3.0008 ± 0.1084 -0.00971 ± 0.00580 0.02852 ± 0.00342 5.769 ± 0.374 % 95.322 ± 0.353 %
241
+ 15 3.1984 ± 0.1155 -0.01110 ± 0.00574 0.03080 ± 0.00392 5.727 ± 0.358 % 95.137 ± 0.348 %
242
+ 16 3.1792 ± 0.1102 -0.00948 ± 0.00542 0.02999 ± 0.00369 5.639 ± 0.343 % 95.074 ± 0.339 %
243
+ 17 3.3664 ± 0.1168 -0.00821 ± 0.00524 0.02997 ± 0.00350 5.500 ± 0.331 % 95.017 ± 0.331 %
244
+ 18 3.4705 ± 0.1183 -0.00879 ± 0.00506 0.03039 ± 0.00346 5.499 ± 0.325 % 94.902 ± 0.325 %
245
+ 19 3.3844 ± 0.1106 -0.00751 ± 0.00491 0.03039 ± 0.00329 5.535 ± 0.310 % 94.902 ± 0.316 %
246
+ 20 3.4004 ± 0.1083 -0.00348 ± 0.00481 0.03068 ± 0.00315 5.484 ± 0.298 % 94.922 ± 0.307 %
247
+ 21 3.5110 ± 0.1111 -0.00522 ± 0.00466 0.03202 ± 0.00326 5.537 ± 0.298 % 94.846 ± 0.302 %
248
+ 22 3.4412 ± 0.1054 -0.00473 ± 0.00447 0.03133 ± 0.00312 5.491 ± 0.287 % 94.866 ± 0.295 %
249
+ 23 3.3770 ± 0.1001 -0.00384 ± 0.00430 0.03047 ± 0.00298 5.410 ± 0.279 % 94.919 ± 0.287 %
250
+ 24 3.3695 ± 0.0974 -0.00417 ± 0.00418 0.03237 ± 0.00388 5.512 ± 0.298 % 95.033 ± 0.278 %
251
+ 25 3.2569 ± 0.0910 -0.00490 ± 0.00409 0.03294 ± 0.00401 5.614 ± 0.313 % 95.106 ± 0.270 %
252
+ 26 3.2151 ± 0.0874 -0.00470 ± 0.00397 0.03296 ± 0.00395 5.612 ± 0.306 % 95.113 ± 0.265 %
253
+ 27 3.3033 ± 0.0890 -0.00370 ± 0.00385 0.03225 ± 0.00381 5.546 ± 0.298 % 95.149 ± 0.259 %
254
+ 28 3.3274 ± 0.0882 -0.00339 ± 0.00377 0.03169 ± 0.00367 5.488 ± 0.291 % 95.168 ± 0.254 %
255
+ 29 3.3791 ± 0.0880 -0.00357 ± 0.00366 0.03121 ± 0.00355 5.450 ± 0.285 % 95.213 ± 0.248 %
256
+ 30 3.4143 ± 0.0875 -0.00323 ± 0.00356 0.03051 ± 0.00343 5.382 ± 0.279 % 95.203 ± 0.244 %
257
+ 31 3.4258 ± 0.0864 -0.00267 ± 0.00346 0.03004 ± 0.00332 5.316 ± 0.274 % 95.193 ± 0.241 %
258
+ 32 3.4703 ± 0.0863 -0.00313 ± 0.00337 0.02957 ± 0.00322 5.256 ± 0.268 % 95.196 ± 0.237 %
259
+ 33 3.5508 ± 0.0876 -0.00280 ± 0.00329 0.02896 ± 0.00312 5.200 ± 0.263 % 95.163 ± 0.234 %
260
+ 34 3.6404 ± 0.0892 -0.00251 ± 0.00320 0.02833 ± 0.00303 5.136 ± 0.258 % 95.156 ± 0.231 %
261
+ 35 3.7077 ± 0.0897 -0.00331 ± 0.00313 0.02781 ± 0.00295 5.082 ± 0.254 % 95.126 ± 0.228 %
262
+ 36 3.7480 ± 0.0896 -0.00335 ± 0.00308 0.02769 ± 0.00287 5.055 ± 0.248 % 95.120 ± 0.225 %
263
+ 37 3.8055 ± 0.0904 -0.00304 ± 0.00300 0.02720 ± 0.00279 5.003 ± 0.244 % 95.209 ± 0.220 %
264
+ 38 3.8702 ± 0.0913 -0.00331 ± 0.00293 0.02669 ± 0.00272 4.946 ± 0.241 % 95.243 ± 0.216 %
265
+ 39 3.8966 ± 0.0907 -0.00262 ± 0.00289 0.02640 ± 0.00265 4.914 ± 0.236 % 95.284 ± 0.213 %
266
+ 40 3.9856 ± 0.0922 -0.00218 ± 0.00285 0.02657 ± 0.00261 4.868 ± 0.232 % 95.245 ± 0.211 %
267
+ 41 3.9955 ± 0.0912 -0.00137 ± 0.00287 0.02862 ± 0.00275 4.956 ± 0.231 % 95.141 ± 0.210 %
268
+ 42 3.9660 ± 0.0891 -0.00146 ± 0.00282 0.02820 ± 0.00268 4.920 ± 0.228 % 95.135 ± 0.208 %
269
+ 43 3.9668 ± 0.0878 -0.00157 ± 0.00276 0.02783 ± 0.00262 4.890 ± 0.224 % 95.139 ± 0.205 %
270
+ 44 4.0407 ± 0.0888 -0.00145 ± 0.00272 0.02765 ± 0.00256 4.870 ± 0.220 % 95.116 ± 0.203 %
271
+ 45 4.1050 ± 0.0895 -0.00092 ± 0.00268 0.02736 ± 0.00251 4.851 ± 0.216 % 95.120 ± 0.201 %
272
+ 46 4.0955 ± 0.0882 -0.00059 ± 0.00263 0.02707 ± 0.00245 4.839 ± 0.212 % 95.124 ± 0.199 %
273
+ 47 4.0800 ± 0.0867 -0.00025 ± 0.00261 0.02746 ± 0.00243 4.898 ± 0.210 % 95.102 ± 0.197 %
274
+ 48 4.0910 ± 0.0859 -0.00041 ± 0.00258 0.02743 ± 0.00238 4.907 ± 0.206 % 95.098 ± 0.195 %
275
+ 49 4.1334 ± 0.0862 0.00002 ± 0.00254 0.02713 ± 0.00233 4.879 ± 0.203 % 95.118 ± 0.193 %
276
+ 50 4.1977 ± 0.0869 0.00035 ± 0.00250 0.02673 ± 0.00229 4.843 ± 0.201 % 95.145 ± 0.190 %
277
+ 51 4.2469 ± 0.0875 0.00040 ± 0.00246 0.02648 ± 0.00224 4.824 ± 0.198 % 95.194 ± 0.188 %
278
+ 52 4.2900 ± 0.0877 0.00070 ± 0.00243 0.02634 ± 0.00220 4.808 ± 0.195 % 95.136 ± 0.187 %
279
+ 53 4.3493 ± 0.0890 0.00189 ± 0.00249 0.02642 ± 0.00217 4.825 ± 0.194 % 95.109 ± 0.186 %
280
+ 54 4.3870 ± 0.0892 0.00188 ± 0.00249 0.02666 ± 0.00213 4.818 ± 0.191 % 95.076 ± 0.184 %
281
+ 55 4.4337 ± 0.0895 0.00131 ± 0.00245 0.02645 ± 0.00209 4.797 ± 0.188 % 95.066 ± 0.183 %
282
+ 56 4.4411 ± 0.0888 0.00122 ± 0.00243 0.02656 ± 0.00208 4.772 ± 0.186 % 95.070 ± 0.181 %
283
+ 57 4.4817 ± 0.0890 0.00132 ± 0.00240 0.02634 ± 0.00204 4.747 ± 0.184 % 95.074 ± 0.180 %
284
+ 58 4.4959 ± 0.0884 0.00175 ± 0.00238 0.02636 ± 0.00201 4.766 ± 0.183 % 95.071 ± 0.178 %
285
+ 59 4.5577 ± 0.0892 0.00161 ± 0.00235 0.02616 ± 0.00198 4.741 ± 0.181 % 95.068 ± 0.177 %
286
+ 60 4.6047 ± 0.0896 0.00146 ± 0.00232 0.02602 ± 0.00194 4.723 ± 0.179 % 95.046 ± 0.175 %
287
+ 61 4.7004 ± 0.0915 0.00038 ± 0.00234 0.02746 ± 0.00232 4.709 ± 0.177 % 95.024 ± 0.174 %
288
+ 62 4.7552 ± 0.0921 0.00025 ± 0.00231 0.02741 ± 0.00228 4.703 ± 0.174 % 95.047 ± 0.173 %
289
+ 63 4.8034 ± 0.0924 -0.00010 ± 0.00229 0.02718 ± 0.00225 4.682 ± 0.173 % 95.008 ± 0.172 %
290
+ 64 4.8285 ± 0.0923 0.00025 ± 0.00229 0.02759 ± 0.00224 4.681 ± 0.170 % 95.000 ± 0.171 %
291
+ 65 4.8595 ± 0.0923 -0.00022 ± 0.00227 0.02755 ± 0.00221 4.665 ± 0.168 % 94.986 ± 0.170 %
292
+ 66 4.8744 ± 0.0917 -0.00013 ± 0.00225 0.02741 ± 0.00217 4.670 ± 0.167 % 94.979 ± 0.168 %
293
+ 67 4.8986 ± 0.0916 -0.00034 ± 0.00223 0.02728 ± 0.00214 4.652 ± 0.165 % 94.972 ± 0.167 %
294
+ 68 4.9529 ± 0.0922 -0.00028 ± 0.00220 0.02708 ± 0.00211 4.629 ± 0.164 % 94.971 ± 0.166 %
295
+ 69 5.0038 ± 0.0929 0.00031 ± 0.00224 0.02715 ± 0.00209 4.601 ± 0.162 % 94.970 ± 0.165 %
296
+ 70 5.0347 ± 0.0930 0.00057 ± 0.00225 0.02755 ± 0.00208 4.608 ± 0.160 % 94.936 ± 0.164 %
297
+ 71 5.0341 ± 0.0926 0.00115 ± 0.00233 0.02885 ± 0.00219 4.723 ± 0.170 % 94.913 ± 0.163 %
298
+ 72 5.0746 ± 0.0933 0.00151 ± 0.00235 0.02945 ± 0.00219 4.732 ± 0.168 % 94.924 ± 0.162 %
299
+ 73 5.0999 ± 0.0933 0.00111 ± 0.00233 0.03032 ± 0.00240 4.765 ± 0.172 % 94.907 ± 0.161 %
300
+ 74 5.1116 ± 0.0932 0.00157 ± 0.00235 0.03112 ± 0.00243 4.813 ± 0.171 % 94.891 ± 0.160 %
301
+ 75 5.0210 ± 0.0906 0.00130 ± 0.00232 0.03086 ± 0.00239 4.808 ± 0.169 % 94.923 ± 0.159 %
302
+ 76 4.9611 ± 0.0886 0.00119 ± 0.00230 0.03069 ± 0.00236 4.809 ± 0.167 % 94.933 ± 0.158 %
303
+ 77 4.9451 ± 0.0876 0.00131 ± 0.00228 0.03060 ± 0.00233 4.815 ± 0.165 % 94.876 ± 0.157 %
304
+ 78 4.9519 ± 0.0870 0.00149 ± 0.00227 0.03053 ± 0.00230 4.812 ± 0.163 % 94.857 ± 0.157 %
305
+ 79 4.9673 ± 0.0868 0.00139 ± 0.00226 0.03031 ± 0.00228 4.795 ± 0.161 % 94.882 ± 0.155 %
306
+ 80 4.9534 ± 0.0858 0.00140 ± 0.00223 0.03001 ± 0.00225 4.774 ± 0.160 % 94.897 ± 0.154 %
307
+ 81 4.9617 ± 0.0854 0.00107 ± 0.00221 0.02984 ± 0.00222 4.765 ± 0.159 % 94.916 ± 0.153 %
308
+ 82 4.9489 ± 0.0845 0.00133 ± 0.00219 0.02969 ± 0.00219 4.760 ± 0.157 % 94.912 ± 0.152 %
309
+ 83 4.9490 ± 0.0840 0.00092 ± 0.00225 0.02997 ± 0.00218 4.791 ± 0.157 % 94.893 ± 0.151 %
310
+ 84 4.9492 ± 0.0834 0.00044 ± 0.00228 0.03080 ± 0.00234 4.840 ± 0.161 % 94.883 ± 0.151 %
311
+ 85 4.9500 ± 0.0829 0.00048 ± 0.00226 0.03082 ± 0.00232 4.849 ± 0.161 % 94.870 ± 0.150 %
312
+ 86 5.0066 ± 0.0837 0.00088 ± 0.00225 0.03090 ± 0.00231 4.829 ± 0.160 % 94.852 ± 0.149 %
313
+ 87 5.0075 ± 0.0831 0.00074 ± 0.00223 0.03071 ± 0.00229 4.812 ± 0.158 % 94.861 ± 0.148 %
314
+ 88 5.0150 ± 0.0827 0.00083 ± 0.00221 0.03053 ± 0.00226 4.803 ± 0.157 % 94.857 ± 0.147 %
315
+ 89 5.0174 ± 0.0822 0.00060 ± 0.00219 0.03039 ± 0.00224 4.818 ± 0.157 % 94.876 ± 0.146 %
316
+ 90 5.0051 ± 0.0814 0.00024 ± 0.00217 0.03036 ± 0.00221 4.819 ± 0.155 % 94.854 ± 0.146 %
317
+ 91 4.9935 ± 0.0806 0.00005 ± 0.00217 0.03050 ± 0.00221 4.850 ± 0.158 % 94.855 ± 0.145 %
318
+ 92 4.9668 ± 0.0795 0.00002 ± 0.00215 0.03029 ± 0.00218 4.837 ± 0.157 % 94.881 ± 0.144 %
319
+ 93 4.9817 ± 0.0794 0.00050 ± 0.00216 0.03070 ± 0.00219 4.871 ± 0.160 % 94.868 ± 0.143 %
320
+ 94 4.9881 ± 0.0790 0.00088 ± 0.00214 0.03059 ± 0.00216 4.874 ± 0.159 % 94.869 ± 0.143 %
321
+ 95 5.0186 ± 0.0792 0.00092 ± 0.00212 0.03037 ± 0.00214 4.853 ± 0.158 % 94.898 ± 0.141 %
322
+ 96 5.0254 ± 0.0788 0.00104 ± 0.00210 0.03017 ± 0.00212 4.836 ± 0.157 % 94.910 ± 0.140 %
323
+ 97 5.0368 ± 0.0787 0.00072 ± 0.00210 0.03034 ± 0.00211 4.824 ± 0.155 % 94.922 ± 0.140 %
324
+ 98 5.0330 ± 0.0781 0.00071 ± 0.00208 0.03010 ± 0.00209 4.804 ± 0.154 % 94.938 ± 0.139 %
325
+ 99 5.0377 ± 0.0779 0.00118 ± 0.00207 0.03025 ± 0.00207 4.837 ± 0.155 % 94.934 ± 0.138 %
326
+ 100 5.0166 ± 0.0770 0.00079 ± 0.00206 0.03031 ± 0.00205 4.831 ± 0.153 % 94.929 ± 0.137 %
327
+ 101 5.0797 ± 0.0780 0.00098 ± 0.00204 0.03030 ± 0.00203 4.822 ± 0.152 % 94.917 ± 0.137 %
328
+ 102 5.1438 ± 0.0789 0.00127 ± 0.00205 0.03081 ± 0.00202 4.815 ± 0.151 % 94.879 ± 0.137 %
329
+ 103 5.2082 ± 0.0800 0.00165 ± 0.00204 0.03070 ± 0.00200 4.808 ± 0.150 % 94.887 ± 0.136 %
330
+ 104 5.2380 ± 0.0802 0.00131 ± 0.00202 0.03082 ± 0.00199 4.811 ± 0.149 % 94.879 ± 0.135 %
331
+ 105 5.3034 ± 0.0812 0.00137 ± 0.00201 0.03078 ± 0.00197 4.797 ± 0.148 % 94.887 ± 0.135 %
332
+ 106 5.3311 ± 0.0813 0.00128 ± 0.00199 0.03060 ± 0.00195 4.782 ± 0.147 % 94.872 ± 0.134 %
333
+ 107 5.3208 ± 0.0807 0.00120 ± 0.00197 0.03047 ± 0.00193 4.769 ± 0.146 % 94.876 ± 0.133 %
334
+ 108 5.3938 ± 0.0819 0.00098 ± 0.00196 0.03059 ± 0.00192 4.759 ± 0.145 % 94.851 ± 0.133 %
335
+ 109 5.4286 ± 0.0822 0.00094 ± 0.00194 0.03042 ± 0.00190 4.742 ± 0.144 % 94.855 ± 0.133 %
336
+ 110 5.4148 ± 0.0816 0.00096 ± 0.00193 0.03024 ± 0.00188 4.733 ± 0.143 % 94.884 ± 0.132 %
337
+ 111 5.3605 ± 0.0802 0.00074 ± 0.00192 0.03011 ± 0.00187 4.735 ± 0.142 % 94.905 ± 0.131 %
338
+ 112 5.3268 ± 0.0792 0.00077 ± 0.00190 0.02992 ± 0.00185 4.726 ± 0.141 % 94.912 ± 0.130 %
339
+ 113 5.2966 ± 0.0783 0.00131 ± 0.00192 0.03023 ± 0.00187 4.759 ± 0.144 % 94.923 ± 0.129 %
340
+ 114 5.2708 ± 0.0775 0.00140 ± 0.00191 0.03004 ± 0.00185 4.748 ± 0.143 % 94.947 ± 0.128 %
341
+ 115 5.2374 ± 0.0766 0.00169 ± 0.00190 0.02985 ± 0.00184 4.739 ± 0.142 % 94.963 ± 0.128 %
342
+ 116 5.2166 ± 0.0758 0.00147 ± 0.00189 0.03009 ± 0.00187 4.755 ± 0.143 % 94.980 ± 0.127 %
343
+ 117 5.1922 ± 0.0751 0.00128 ± 0.00187 0.02988 ± 0.00185 4.739 ± 0.143 % 95.009 ± 0.126 %
344
+ 118 5.1524 ± 0.0740 0.00131 ± 0.00186 0.02972 ± 0.00184 4.735 ± 0.142 % 95.018 ± 0.125 %
345
+ 119 5.1160 ± 0.0731 0.00132 ± 0.00185 0.02960 ± 0.00182 4.741 ± 0.140 % 95.027 ± 0.125 %
346
+ 120 5.0917 ± 0.0723 0.00116 ± 0.00185 0.02951 ± 0.00181 4.734 ± 0.139 % 95.036 ± 0.124 %
347
+ 121 5.0591 ± 0.0714 0.00116 ± 0.00184 0.02940 ± 0.00179 4.735 ± 0.138 % 95.048 ± 0.124 %
348
+ 122 5.0197 ± 0.0704 0.00134 ± 0.00183 0.02923 ± 0.00178 4.724 ± 0.137 % 95.069 ± 0.123 %
349
+ 123 4.9915 ± 0.0697 0.00162 ± 0.00182 0.02903 ± 0.00177 4.712 ± 0.137 % 95.087 ± 0.122 %
350
+ 124 4.9557 ± 0.0688 0.00143 ± 0.00181 0.02887 ± 0.00175 4.703 ± 0.136 % 95.101 ± 0.121 %
351
+ 125 4.9275 ± 0.0680 0.00119 ± 0.00180 0.02874 ± 0.00174 4.697 ± 0.135 % 95.115 ± 0.121 %
352
+ 126 4.9213 ± 0.0676 0.00140 ± 0.00179 0.02859 ± 0.00172 4.684 ± 0.134 % 95.126 ± 0.120 %
353
+ 127 4.9163 ± 0.0672 0.00131 ± 0.00178 0.02844 ± 0.00171 4.672 ± 0.134 % 95.137 ± 0.120 %
354
+ 128 4.9039 ± 0.0667 0.00122 ± 0.00177 0.02840 ± 0.00170 4.677 ± 0.133 % 95.104 ± 0.119 %
355
+ 129 4.8815 ± 0.0660 0.00106 ± 0.00175 0.02829 ± 0.00168 4.674 ± 0.132 % 95.109 ± 0.119 %
356
+ 130 4.8820 ± 0.0658 0.00126 ± 0.00174 0.02818 ± 0.00167 4.670 ± 0.131 % 95.107 ± 0.118 %
357
+ 131 4.8894 ± 0.0656 0.00128 ± 0.00173 0.02806 ± 0.00166 4.660 ± 0.130 % 95.115 ± 0.118 %
358
+ 132 4.8989 ± 0.0656 0.00136 ± 0.00173 0.02805 ± 0.00165 4.673 ± 0.131 % 95.134 ± 0.117 %
359
+ 133 4.8734 ± 0.0649 0.00137 ± 0.00172 0.02796 ± 0.00164 4.674 ± 0.130 % 95.144 ± 0.117 %
360
+ 134 4.8551 ± 0.0643 0.00142 ± 0.00171 0.02791 ± 0.00163 4.683 ± 0.129 % 95.151 ± 0.116 %
361
+ 135 4.8342 ± 0.0637 0.00107 ± 0.00170 0.02790 ± 0.00161 4.692 ± 0.128 % 95.163 ± 0.116 %
362
+ 136 4.8195 ± 0.0632 0.00109 ± 0.00169 0.02788 ± 0.00160 4.694 ± 0.127 % 95.167 ± 0.115 %
363
+ 137 4.8102 ± 0.0628 0.00109 ± 0.00169 0.02780 ± 0.00159 4.690 ± 0.126 % 95.142 ± 0.115 %
364
+ 138 4.7882 ± 0.0622 0.00100 ± 0.00167 0.02767 ± 0.00158 4.680 ± 0.126 % 95.146 ± 0.115 %
365
+ 139 4.7813 ± 0.0618 0.00064 ± 0.00168 0.02783 ± 0.00158 4.691 ± 0.125 % 95.142 ± 0.114 %
366
+ 140 4.7647 ± 0.0613 0.00071 ± 0.00167 0.02769 ± 0.00156 4.688 ± 0.124 % 95.154 ± 0.114 %
367
+ 141 4.7632 ± 0.0610 0.00058 ± 0.00166 0.02758 ± 0.00155 4.676 ± 0.124 % 95.172 ± 0.113 %
368
+ 142 4.7475 ± 0.0605 0.00054 ± 0.00165 0.02822 ± 0.00164 4.731 ± 0.126 % 95.170 ± 0.113 %
369
+ 143 4.7334 ± 0.0601 0.00062 ± 0.00169 0.02919 ± 0.00170 4.845 ± 0.131 % 95.165 ± 0.112 %
370
+ 144 4.7178 ± 0.0597 0.00050 ± 0.00168 0.02929 ± 0.00170 4.862 ± 0.131 % 95.180 ± 0.112 %
371
+ 145 4.7085 ± 0.0593 0.00049 ± 0.00167 0.02918 ± 0.00169 4.855 ± 0.130 % 95.175 ± 0.111 %
372
+ 146 4.7006 ± 0.0590 0.00062 ± 0.00166 0.02907 ± 0.00167 4.845 ± 0.129 % 95.200 ± 0.111 %
373
+ 147 4.6891 ± 0.0585 0.00046 ± 0.00166 0.02934 ± 0.00169 4.860 ± 0.129 % 95.211 ± 0.110 %
374
+ 148 4.6622 ± 0.0579 0.00039 ± 0.00165 0.02926 ± 0.00168 4.860 ± 0.129 % 95.233 ± 0.110 %
375
+ 149 4.6477 ± 0.0574 0.00002 ± 0.00166 0.02922 ± 0.00167 4.866 ± 0.128 % 95.249 ± 0.109 %
376
+ 150 4.6358 ± 0.0570 0.00006 ± 0.00166 0.02912 ± 0.00166 4.858 ± 0.128 % 95.247 ± 0.109 %
377
+ 151 4.6288 ± 0.0567 0.00019 ± 0.00165 0.02910 ± 0.00165 4.856 ± 0.127 % 95.255 ± 0.108 %
378
+ 152 4.6205 ± 0.0563 0.00021 ± 0.00164 0.02896 ± 0.00163 4.846 ± 0.127 % 95.261 ± 0.108 %
379
+ 153 4.6184 ± 0.0561 0.00024 ± 0.00163 0.02887 ± 0.00162 4.835 ± 0.126 % 95.281 ± 0.107 %
380
+ 154 4.6144 ± 0.0558 0.00027 ± 0.00164 0.02904 ± 0.00163 4.827 ± 0.125 % 95.266 ± 0.107 %
381
+ 155 4.6192 ± 0.0557 0.00024 ± 0.00164 0.02903 ± 0.00162 4.825 ± 0.125 % 95.259 ± 0.107 %
382
+ 156 4.6204 ± 0.0556 0.00032 ± 0.00163 0.02932 ± 0.00166 4.833 ± 0.125 % 95.256 ± 0.107 %
383
+ 157 4.6206 ± 0.0555 0.00067 ± 0.00162 0.02925 ± 0.00165 4.832 ± 0.125 % 95.254 ± 0.106 %
384
+ 158 4.6240 ± 0.0553 0.00065 ± 0.00161 0.02914 ± 0.00164 4.821 ± 0.124 % 95.244 ± 0.106 %
385
+ 159 4.6359 ± 0.0554 0.00070 ± 0.00161 0.02914 ± 0.00163 4.825 ± 0.124 % 95.235 ± 0.106 %
386
+ 160 4.6504 ± 0.0554 0.00096 ± 0.00160 0.02908 ± 0.00162 4.815 ± 0.123 % 95.230 ± 0.106 %
387
+ 161 4.6555 ± 0.0553 0.00092 ± 0.00160 0.02913 ± 0.00161 4.833 ± 0.124 % 95.226 ± 0.105 %
388
+ 162 4.6867 ± 0.0556 0.00086 ± 0.00159 0.02902 ± 0.00160 4.822 ± 0.124 % 95.229 ± 0.105 %
389
+ 163 4.7145 ± 0.0559 0.00092 ± 0.00158 0.02893 ± 0.00159 4.813 ± 0.123 % 95.234 ± 0.104 %
390
+ 164 4.7400 ± 0.0561 0.00073 ± 0.00157 0.02885 ± 0.00158 4.803 ± 0.123 % 95.213 ± 0.104 %
391
+ 165 4.7775 ± 0.0565 0.00069 ± 0.00157 0.02880 ± 0.00157 4.796 ± 0.122 % 95.211 ± 0.104 %
392
+ 166 4.8056 ± 0.0568 0.00049 ± 0.00156 0.02877 ± 0.00156 4.788 ± 0.122 % 95.209 ± 0.104 %
393
+ 167 4.8386 ± 0.0572 0.00028 ± 0.00155 0.02876 ± 0.00155 4.780 ± 0.121 % 95.174 ± 0.104 %
394
+ 168 4.8680 ± 0.0575 0.00020 ± 0.00155 0.02882 ± 0.00154 4.771 ± 0.121 % 95.173 ± 0.104 %
395
+ 169 4.8771 ± 0.0575 -0.00019 ± 0.00155 0.02881 ± 0.00154 4.769 ± 0.120 % 95.171 ± 0.103 %
396
+ 170 4.8672 ± 0.0572 -0.00023 ± 0.00155 0.02914 ± 0.00155 4.786 ± 0.121 % 95.170 ± 0.103 %
397
+ 171 4.8526 ± 0.0569 -0.00005 ± 0.00155 0.02910 ± 0.00154 4.793 ± 0.120 % 95.159 ± 0.103 %
398
+ 172 4.8641 ± 0.0569 -0.00007 ± 0.00154 0.02902 ± 0.00153 4.788 ± 0.120 % 95.148 ± 0.103 %
399
+ 173 4.8495 ± 0.0565 0.00034 ± 0.00156 0.02925 ± 0.00155 4.812 ± 0.121 % 95.151 ± 0.102 %
400
+ 174 4.8522 ± 0.0564 0.00030 ± 0.00155 0.02929 ± 0.00154 4.814 ± 0.120 % 95.152 ± 0.102 %
401
+ 175 4.8464 ± 0.0561 0.00032 ± 0.00155 0.02920 ± 0.00153 4.811 ± 0.120 % 95.148 ± 0.102 %
402
+ 176 4.8498 ± 0.0559 0.00050 ± 0.00154 0.02913 ± 0.00152 4.805 ± 0.119 % 95.149 ± 0.101 %
403
+ 177 4.8510 ± 0.0558 0.00073 ± 0.00154 0.02902 ± 0.00151 4.798 ± 0.119 % 95.159 ± 0.101 %
404
+ 178 4.8591 ± 0.0558 0.00098 ± 0.00153 0.02912 ± 0.00152 4.788 ± 0.118 % 95.155 ± 0.101 %
405
+ 179 4.8901 ± 0.0561 0.00097 ± 0.00153 0.02912 ± 0.00151 4.781 ± 0.118 % 95.150 ± 0.101 %
406
+ 180 4.9150 ± 0.0563 0.00118 ± 0.00152 0.02922 ± 0.00150 4.783 ± 0.117 % 95.142 ± 0.100 %
407
+ 181 4.9361 ± 0.0565 0.00124 ± 0.00152 0.02914 ± 0.00149 4.775 ± 0.117 % 95.134 ± 0.100 %
408
+ 182 4.9481 ± 0.0566 0.00163 ± 0.00155 0.02920 ± 0.00149 4.768 ± 0.117 % 95.143 ± 0.100 %
409
+ 183 4.9777 ± 0.0569 0.00162 ± 0.00154 0.02938 ± 0.00149 4.770 ± 0.116 % 95.140 ± 0.100 %
410
+ 184 5.0110 ± 0.0572 0.00151 ± 0.00154 0.02942 ± 0.00148 4.777 ± 0.116 % 95.134 ± 0.099 %
411
+ 185 5.0382 ± 0.0575 0.00160 ± 0.00153 0.02934 ± 0.00148 4.767 ± 0.116 % 95.144 ± 0.099 %
412
+ 186 5.0578 ± 0.0576 0.00160 ± 0.00153 0.02932 ± 0.00147 4.760 ± 0.116 % 95.147 ± 0.099 %
413
+ 187 5.0708 ± 0.0577 0.00166 ± 0.00152 0.02939 ± 0.00146 4.754 ± 0.115 % 95.145 ± 0.098 %
414
+ 188 5.0759 ± 0.0576 0.00146 ± 0.00152 0.02978 ± 0.00149 4.770 ± 0.115 % 95.136 ± 0.098 %
415
+ 189 5.0700 ± 0.0573 0.00141 ± 0.00151 0.02994 ± 0.00150 4.774 ± 0.115 % 95.130 ± 0.098 %
416
+ 190 5.0674 ± 0.0572 0.00162 ± 0.00151 0.02995 ± 0.00150 4.768 ± 0.115 % 95.133 ± 0.098 %
417
+ 191 5.0614 ± 0.0569 0.00161 ± 0.00151 0.03007 ± 0.00150 4.774 ± 0.114 % 95.144 ± 0.097 %
418
+ 192 5.0873 ± 0.0571 0.00167 ± 0.00150 0.03004 ± 0.00149 4.767 ± 0.114 % 95.137 ± 0.097 %
419
+ 193 5.1091 ± 0.0573 0.00121 ± 0.00150 0.03006 ± 0.00148 4.766 ± 0.113 % 95.117 ± 0.097 %
420
+ 194 5.1295 ± 0.0574 0.00119 ± 0.00150 0.03011 ± 0.00148 4.756 ± 0.113 % 95.116 ± 0.097 %
421
+ 195 5.1306 ± 0.0573 0.00124 ± 0.00149 0.03001 ± 0.00147 4.746 ± 0.113 % 95.125 ± 0.097 %
422
+ 196 5.1442 ± 0.0573 0.00132 ± 0.00149 0.03015 ± 0.00147 4.747 ± 0.113 % 95.124 ± 0.096 %
423
+ 197 5.1331 ± 0.0570 0.00135 ± 0.00148 0.03015 ± 0.00147 4.754 ± 0.112 % 95.129 ± 0.096 %
424
+ 198 5.1597 ± 0.0573 0.00117 ± 0.00149 0.03031 ± 0.00146 4.750 ± 0.112 % 95.120 ± 0.096 %
425
+ 199 5.1357 ± 0.0568 0.00129 ± 0.00149 0.03023 ± 0.00146 4.753 ± 0.112 % 95.134 ± 0.096 %
426
+ 200 5.1262 ± 0.0565 0.00131 ± 0.00148 0.03010 ± 0.00145 4.744 ± 0.111 % 95.139 ± 0.095 %
427
+ 201 5.1135 ± 0.0562 0.00132 ± 0.00147 0.02998 ± 0.00144 4.737 ± 0.111 % 95.148 ± 0.095 %
428
+ 202 5.0946 ± 0.0558 0.00120 ± 0.00147 0.02989 ± 0.00143 4.735 ± 0.110 % 95.156 ± 0.095 %
429
+ 203 5.0881 ± 0.0556 0.00136 ± 0.00146 0.02982 ± 0.00143 4.729 ± 0.110 % 95.167 ± 0.094 %
430
+ 204 5.0770 ± 0.0553 0.00125 ± 0.00146 0.02976 ± 0.00142 4.730 ± 0.109 % 95.160 ± 0.094 %
431
+ 205 5.0725 ± 0.0550 0.00126 ± 0.00145 0.02970 ± 0.00141 4.728 ± 0.109 % 95.147 ± 0.094 %
432
+ 206 5.0689 ± 0.0548 0.00123 ± 0.00144 0.02961 ± 0.00141 4.723 ± 0.109 % 95.155 ± 0.094 %
433
+ 207 5.0560 ± 0.0545 0.00122 ± 0.00144 0.02951 ± 0.00140 4.716 ± 0.108 % 95.163 ± 0.093 %
434
+ 208 5.0339 ± 0.0541 0.00113 ± 0.00143 0.02940 ± 0.00139 4.709 ± 0.108 % 95.173 ± 0.093 %
435
+ 209 5.0237 ± 0.0538 0.00110 ± 0.00143 0.02934 ± 0.00139 4.711 ± 0.107 % 95.182 ± 0.093 %
436
+ 210 5.0118 ± 0.0535 0.00092 ± 0.00142 0.02930 ± 0.00138 4.710 ± 0.107 % 95.176 ± 0.093 %
437
+ 211 4.9959 ± 0.0531 0.00064 ± 0.00145 0.02970 ± 0.00144 4.727 ± 0.108 % 95.173 ± 0.092 %
438
+ 212 4.9950 ± 0.0530 0.00061 ± 0.00144 0.02960 ± 0.00144 4.720 ± 0.108 % 95.179 ± 0.092 %
439
+ 213 4.9815 ± 0.0527 0.00064 ± 0.00144 0.02951 ± 0.00143 4.713 ± 0.107 % 95.182 ± 0.092 %
440
+ 214 4.9584 ± 0.0522 0.00087 ± 0.00145 0.02970 ± 0.00144 4.746 ± 0.108 % 95.186 ± 0.092 %
441
+ 215 4.9412 ± 0.0519 0.00088 ± 0.00144 0.02965 ± 0.00143 4.743 ± 0.108 % 95.185 ± 0.091 %
442
+ 216 4.9315 ± 0.0516 0.00084 ± 0.00144 0.02957 ± 0.00143 4.740 ± 0.107 % 95.189 ± 0.091 %
443
+ 217 4.9160 ± 0.0513 0.00087 ± 0.00143 0.02948 ± 0.00142 4.734 ± 0.107 % 95.195 ± 0.091 %
444
+ 218 4.9041 ± 0.0510 0.00091 ± 0.00142 0.02939 ± 0.00141 4.729 ± 0.107 % 95.206 ± 0.091 %
445
+ 219 4.8964 ± 0.0507 0.00089 ± 0.00142 0.02930 ± 0.00141 4.723 ± 0.106 % 95.206 ± 0.090 %
446
+ 220 4.8819 ± 0.0504 0.00073 ± 0.00141 0.02924 ± 0.00140 4.726 ± 0.106 % 95.210 ± 0.090 %
447
+ 221 4.8778 ± 0.0502 0.00080 ± 0.00141 0.02913 ± 0.00140 4.717 ± 0.106 % 95.221 ± 0.090 %
448
+ 222 4.8620 ± 0.0499 0.00062 ± 0.00143 0.02946 ± 0.00145 4.735 ± 0.106 % 95.223 ± 0.090 %
449
+ 223 4.8548 ± 0.0497 0.00060 ± 0.00142 0.02940 ± 0.00144 4.731 ± 0.106 % 95.236 ± 0.089 %
450
+ 224 4.8531 ± 0.0496 0.00060 ± 0.00142 0.02930 ± 0.00144 4.723 ± 0.106 % 95.238 ± 0.089 %
451
+ 225 4.8485 ± 0.0494 0.00061 ± 0.00141 0.02922 ± 0.00143 4.715 ± 0.105 % 95.247 ± 0.089 %
452
+ 226 4.8515 ± 0.0493 0.00059 ± 0.00140 0.02912 ± 0.00142 4.708 ± 0.105 % 95.246 ± 0.089 %
453
+ 227 4.8610 ± 0.0493 0.00056 ± 0.00140 0.02904 ± 0.00142 4.701 ± 0.105 % 95.242 ± 0.088 %
454
+ 228 4.8669 ± 0.0493 0.00053 ± 0.00139 0.02895 ± 0.00141 4.693 ± 0.105 % 95.255 ± 0.088 %
455
+ 229 4.8479 ± 0.0489 0.00056 ± 0.00139 0.02887 ± 0.00141 4.693 ± 0.104 % 95.256 ± 0.088 %
456
+ 230 4.8479 ± 0.0488 0.00060 ± 0.00138 0.02888 ± 0.00140 4.697 ± 0.104 % 95.251 ± 0.088 %
457
+ 231 4.8452 ± 0.0487 0.00061 ± 0.00138 0.02881 ± 0.00139 4.692 ± 0.104 % 95.250 ± 0.088 %
458
+ 232 4.8566 ± 0.0488 0.00042 ± 0.00138 0.02876 ± 0.00139 4.688 ± 0.103 % 95.252 ± 0.087 %
459
+ 233 4.8736 ± 0.0489 0.00058 ± 0.00138 0.02870 ± 0.00138 4.680 ± 0.103 % 95.262 ± 0.087 %
460
+ 234 4.8850 ± 0.0489 0.00069 ± 0.00137 0.02866 ± 0.00138 4.674 ± 0.103 % 95.256 ± 0.087 %
461
+ 235 4.8953 ± 0.0490 0.00062 ± 0.00137 0.02858 ± 0.00137 4.666 ± 0.102 % 95.259 ± 0.087 %
462
+ 236 4.9112 ± 0.0491 0.00060 ± 0.00136 0.02854 ± 0.00136 4.660 ± 0.102 % 95.249 ± 0.087 %
463
+ 237 4.9252 ± 0.0492 0.00054 ± 0.00136 0.02846 ± 0.00136 4.654 ± 0.102 % 95.253 ± 0.087 %
464
+ 238 4.9355 ± 0.0492 0.00052 ± 0.00136 0.02856 ± 0.00137 4.663 ± 0.103 % 95.260 ± 0.086 %
465
+ 239 4.9529 ± 0.0493 0.00038 ± 0.00137 0.02895 ± 0.00141 4.676 ± 0.103 % 95.251 ± 0.086 %
466
+ 240 4.9794 ± 0.0496 0.00017 ± 0.00137 0.02894 ± 0.00140 4.669 ± 0.103 % 95.230 ± 0.086 %
467
+ 241 4.9962 ± 0.0497 0.00029 ± 0.00137 0.02899 ± 0.00140 4.663 ± 0.103 % 95.226 ± 0.086 %
468
+ 242 4.9983 ± 0.0496 0.00026 ± 0.00136 0.02890 ± 0.00139 4.656 ± 0.103 % 95.236 ± 0.086 %
469
+ 243 5.0077 ± 0.0497 0.00031 ± 0.00136 0.02884 ± 0.00139 4.651 ± 0.102 % 95.239 ± 0.086 %
470
+ 244 5.0038 ± 0.0496 0.00042 ± 0.00136 0.02880 ± 0.00138 4.646 ± 0.102 % 95.238 ± 0.085 %
471
+ 245 4.9855 ± 0.0492 0.00049 ± 0.00135 0.02873 ± 0.00137 4.642 ± 0.102 % 95.243 ± 0.085 %
472
+ 246 4.9752 ± 0.0490 0.00046 ± 0.00135 0.02868 ± 0.00137 4.641 ± 0.101 % 95.248 ± 0.085 %
473
+ 247 4.9669 ± 0.0488 0.00048 ± 0.00134 0.02862 ± 0.00136 4.636 ± 0.101 % 95.245 ± 0.085 %
474
+ 248 4.9650 ± 0.0487 0.00045 ± 0.00134 0.02875 ± 0.00137 4.646 ± 0.102 % 95.250 ± 0.085 %
475
+ 249 4.9663 ± 0.0486 0.00032 ± 0.00134 0.02872 ± 0.00137 4.642 ± 0.101 % 95.250 ± 0.084 %
476
+ 250 4.9736 ± 0.0486 0.00052 ± 0.00134 0.02867 ± 0.00136 4.639 ± 0.101 % 95.238 ± 0.084 %
477
+ 251 4.9726 ± 0.0485 0.00045 ± 0.00133 0.02859 ± 0.00136 4.636 ± 0.101 % 95.235 ± 0.084 %
478
+ 252 4.9730 ± 0.0484 0.00056 ± 0.00133 0.02856 ± 0.00135 4.632 ± 0.100 % 95.238 ± 0.084 %
479
+ 253 4.9713 ± 0.0483 0.00053 ± 0.00132 0.02860 ± 0.00135 4.639 ± 0.100 % 95.227 ± 0.084 %
480
+ 254 4.9787 ± 0.0482 0.00067 ± 0.00132 0.02865 ± 0.00135 4.637 ± 0.100 % 95.229 ± 0.084 %
481
+ 255 4.9753 ± 0.0481 0.00048 ± 0.00132 0.02863 ± 0.00134 4.633 ± 0.100 % 95.233 ± 0.084 %
482
+ 256 4.9705 ± 0.0480 0.00047 ± 0.00132 0.02855 ± 0.00134 4.626 ± 0.099 % 95.241 ± 0.083 %
483
+ 257 4.9671 ± 0.0478 0.00038 ± 0.00132 0.02850 ± 0.00133 4.622 ± 0.099 % 95.253 ± 0.083 %
484
+ 258 4.9644 ± 0.0477 0.00037 ± 0.00131 0.02855 ± 0.00133 4.624 ± 0.099 % 95.256 ± 0.083 %
485
+ 259 4.9621 ± 0.0476 0.00047 ± 0.00131 0.02850 ± 0.00132 4.620 ± 0.099 % 95.261 ± 0.083 %
486
+ 260 4.9650 ± 0.0475 0.00073 ± 0.00131 0.02848 ± 0.00132 4.618 ± 0.098 % 95.259 ± 0.083 %
487
+ 261 4.9604 ± 0.0474 0.00084 ± 0.00131 0.02851 ± 0.00131 4.619 ± 0.098 % 95.249 ± 0.082 %
488
+ 262 4.9626 ± 0.0473 0.00081 ± 0.00130 0.02844 ± 0.00131 4.614 ± 0.098 % 95.249 ± 0.082 %
489
+ 263 4.9600 ± 0.0472 0.00103 ± 0.00131 0.02852 ± 0.00131 4.611 ± 0.097 % 95.254 ± 0.082 %
490
+ 264 4.9603 ± 0.0471 0.00112 ± 0.00131 0.02854 ± 0.00131 4.607 ± 0.097 % 95.251 ± 0.082 %
491
+ 265 4.9576 ± 0.0469 0.00127 ± 0.00133 0.02908 ± 0.00132 4.643 ± 0.098 % 95.238 ± 0.082 %
492
+ 266 4.9548 ± 0.0469 0.00114 ± 0.00133 0.02970 ± 0.00135 4.664 ± 0.098 % 95.232 ± 0.082 %
493
+ 267 4.9580 ± 0.0468 0.00120 ± 0.00133 0.02984 ± 0.00135 4.684 ± 0.097 % 95.228 ± 0.082 %
494
+ 268 4.9415 ± 0.0466 0.00129 ± 0.00133 0.02978 ± 0.00134 4.680 ± 0.097 % 95.243 ± 0.081 %
495
+ 269 4.9290 ± 0.0463 0.00131 ± 0.00132 0.02974 ± 0.00134 4.680 ± 0.097 % 95.243 ± 0.081 %
496
+ 270 4.9297 ± 0.0462 0.00142 ± 0.00132 0.02969 ± 0.00133 4.678 ± 0.096 % 95.242 ± 0.081 %
497
+ 271 4.9274 ± 0.0461 0.00142 ± 0.00131 0.02962 ± 0.00133 4.674 ± 0.096 % 95.246 ± 0.081 %
498
+ 272 4.9198 ± 0.0459 0.00138 ± 0.00131 0.02958 ± 0.00132 4.677 ± 0.096 % 95.252 ± 0.081 %
499
+ 273 4.9265 ± 0.0459 0.00124 ± 0.00131 0.02960 ± 0.00132 4.675 ± 0.095 % 95.257 ± 0.081 %
500
+ 274 4.9379 ± 0.0460 0.00121 ± 0.00131 0.02957 ± 0.00131 4.671 ± 0.095 % 95.254 ± 0.080 %
501
+ 275 4.9490 ± 0.0461 0.00116 ± 0.00130 0.02953 ± 0.00131 4.669 ± 0.095 % 95.253 ± 0.080 %
502
+ 276 4.9640 ± 0.0462 0.00111 ± 0.00130 0.02950 ± 0.00130 4.667 ± 0.095 % 95.243 ± 0.080 %
503
+ 277 4.9768 ± 0.0463 0.00100 ± 0.00130 0.02962 ± 0.00130 4.666 ± 0.094 % 95.242 ± 0.080 %
504
+ 278 4.9862 ± 0.0463 0.00117 ± 0.00129 0.02965 ± 0.00130 4.668 ± 0.094 % 95.235 ± 0.080 %
505
+ 279 4.9976 ± 0.0464 0.00115 ± 0.00129 0.02963 ± 0.00129 4.664 ± 0.094 % 95.234 ± 0.080 %
506
+ 280 5.0033 ± 0.0463 0.00114 ± 0.00129 0.02961 ± 0.00129 4.663 ± 0.094 % 95.242 ± 0.080 %
507
+ 281 5.0214 ± 0.0465 0.00124 ± 0.00129 0.02961 ± 0.00128 4.660 ± 0.094 % 95.241 ± 0.080 %
508
+ 282 5.0190 ± 0.0464 0.00105 ± 0.00129 0.02977 ± 0.00129 4.681 ± 0.094 % 95.240 ± 0.079 %
509
+ 283 5.0255 ± 0.0464 0.00089 ± 0.00129 0.02993 ± 0.00129 4.690 ± 0.094 % 95.235 ± 0.079 %
510
+ 284 5.0323 ± 0.0464 0.00099 ± 0.00130 0.03010 ± 0.00129 4.708 ± 0.095 % 95.232 ± 0.079 %
511
+ 285 5.0329 ± 0.0463 0.00094 ± 0.00129 0.03005 ± 0.00128 4.703 ± 0.095 % 95.232 ± 0.079 %
512
+ 286 5.0271 ± 0.0461 0.00076 ± 0.00129 0.03004 ± 0.00128 4.701 ± 0.095 % 95.232 ± 0.079 %
513
+ 287 5.0260 ± 0.0460 0.00082 ± 0.00129 0.02998 ± 0.00128 4.695 ± 0.094 % 95.239 ± 0.079 %
514
+ 288 5.0376 ± 0.0461 0.00081 ± 0.00129 0.02991 ± 0.00127 4.690 ± 0.094 % 95.241 ± 0.079 %
515
+ 289 5.0490 ± 0.0461 0.00076 ± 0.00128 0.02990 ± 0.00127 4.687 ± 0.094 % 95.241 ± 0.078 %
516
+ 290 5.0511 ± 0.0460 0.00069 ± 0.00128 0.02984 ± 0.00126 4.683 ± 0.094 % 95.244 ± 0.078 %
517
+ 291 5.0575 ± 0.0460 0.00069 ± 0.00128 0.02985 ± 0.00126 4.698 ± 0.094 % 95.244 ± 0.078 %
518
+ 292 5.0612 ± 0.0460 0.00069 ± 0.00127 0.02981 ± 0.00125 4.694 ± 0.094 % 95.240 ± 0.078 %
519
+ 293 5.0660 ± 0.0460 0.00073 ± 0.00127 0.02975 ± 0.00125 4.688 ± 0.094 % 95.250 ± 0.078 %
520
+ 294 5.0713 ± 0.0459 0.00073 ± 0.00127 0.02967 ± 0.00125 4.681 ± 0.093 % 95.250 ± 0.078 %
521
+ 295 5.0778 ± 0.0459 0.00072 ± 0.00126 0.02961 ± 0.00124 4.675 ± 0.093 % 95.242 ± 0.078 %
522
+ 296 5.0821 ± 0.0459 0.00074 ± 0.00126 0.02955 ± 0.00124 4.672 ± 0.093 % 95.246 ± 0.077 %
523
+ 297 5.0896 ± 0.0459 0.00083 ± 0.00125 0.02949 ± 0.00123 4.667 ± 0.093 % 95.243 ± 0.077 %
524
+ 298 5.0897 ± 0.0458 0.00085 ± 0.00125 0.02946 ± 0.00123 4.671 ± 0.093 % 95.234 ± 0.077 %
525
+ 299 5.0922 ± 0.0457 0.00080 ± 0.00125 0.02940 ± 0.00123 4.670 ± 0.093 % 95.236 ± 0.077 %
526
+ 300 5.1032 ± 0.0458 0.00085 ± 0.00125 0.02939 ± 0.00122 4.668 ± 0.092 % 95.229 ± 0.077 %
527
+ 301 5.1104 ± 0.0458 0.00083 ± 0.00124 0.02933 ± 0.00122 4.663 ± 0.092 % 95.225 ± 0.077 %
528
+ 302 5.1089 ± 0.0457 0.00078 ± 0.00124 0.02930 ± 0.00121 4.660 ± 0.092 % 95.223 ± 0.077 %
529
+ 303 5.1076 ± 0.0456 0.00094 ± 0.00124 0.02930 ± 0.00121 4.659 ± 0.092 % 95.227 ± 0.077 %
530
+ 304 5.0952 ± 0.0454 0.00126 ± 0.00125 0.02955 ± 0.00122 4.667 ± 0.091 % 95.228 ± 0.077 %
531
+ 305 5.0961 ± 0.0453 0.00125 ± 0.00125 0.02950 ± 0.00122 4.662 ± 0.091 % 95.231 ± 0.076 %
532
+ 306 5.0960 ± 0.0452 0.00119 ± 0.00124 0.02943 ± 0.00121 4.657 ± 0.091 % 95.229 ± 0.076 %
533
+ 307 5.1060 ± 0.0453 0.00126 ± 0.00124 0.02939 ± 0.00121 4.652 ± 0.091 % 95.232 ± 0.076 %
534
+ 308 5.1185 ± 0.0453 0.00123 ± 0.00124 0.02933 ± 0.00121 4.646 ± 0.091 % 95.229 ± 0.076 %
535
+ 309 5.1196 ± 0.0453 0.00126 ± 0.00123 0.02929 ± 0.00120 4.644 ± 0.090 % 95.224 ± 0.076 %
536
+ 310 5.1310 ± 0.0453 0.00134 ± 0.00123 0.02926 ± 0.00120 4.640 ± 0.090 % 95.221 ± 0.076 %
537
+ 311 5.1285 ± 0.0452 0.00136 ± 0.00123 0.02918 ± 0.00120 4.635 ± 0.090 % 95.229 ± 0.076 %
538
+ 312 5.1317 ± 0.0452 0.00143 ± 0.00122 0.02914 ± 0.00119 4.632 ± 0.090 % 95.229 ± 0.076 %
539
+ 313 5.1273 ± 0.0450 0.00139 ± 0.00122 0.02909 ± 0.00119 4.627 ± 0.090 % 95.219 ± 0.076 %
540
+ 314 5.1251 ± 0.0450 0.00141 ± 0.00122 0.02902 ± 0.00118 4.622 ± 0.089 % 95.217 ± 0.075 %
541
+ 315 5.1274 ± 0.0449 0.00135 ± 0.00121 0.02897 ± 0.00118 4.617 ± 0.089 % 95.222 ± 0.075 %
542
+ 316 5.1211 ± 0.0447 0.00135 ± 0.00121 0.02891 ± 0.00118 4.612 ± 0.089 % 95.222 ± 0.075 %
543
+ 317 5.1210 ± 0.0447 0.00132 ± 0.00121 0.02886 ± 0.00117 4.608 ± 0.089 % 95.220 ± 0.075 %
544
+ 318 5.1263 ± 0.0446 0.00121 ± 0.00121 0.02885 ± 0.00117 4.606 ± 0.089 % 95.210 ± 0.075 %
545
+ 319 5.1242 ± 0.0445 0.00122 ± 0.00120 0.02878 ± 0.00117 4.600 ± 0.088 % 95.214 ± 0.075 %
546
+ 320 5.1387 ± 0.0446 0.00120 ± 0.00120 0.02871 ± 0.00116 4.594 ± 0.088 % 95.218 ± 0.075 %
547
+ 321 5.1382 ± 0.0446 0.00121 ± 0.00120 0.02869 ± 0.00116 4.591 ± 0.088 % 95.213 ± 0.075 %
548
+ 322 5.1367 ± 0.0445 0.00123 ± 0.00119 0.02865 ± 0.00116 4.586 ± 0.088 % 95.208 ± 0.075 %
549
+ 323 5.1339 ± 0.0444 0.00118 ± 0.00119 0.02870 ± 0.00115 4.598 ± 0.088 % 95.209 ± 0.074 %
550
+ 324 5.1331 ± 0.0443 0.00111 ± 0.00119 0.02866 ± 0.00115 4.597 ± 0.088 % 95.205 ± 0.074 %
551
+ 325 5.1367 ± 0.0443 0.00117 ± 0.00119 0.02863 ± 0.00115 4.595 ± 0.088 % 95.201 ± 0.074 %
552
+ 326 5.1445 ± 0.0443 0.00108 ± 0.00119 0.02866 ± 0.00114 4.603 ± 0.088 % 95.194 ± 0.074 %
553
+ 327 5.1531 ± 0.0443 0.00119 ± 0.00119 0.02880 ± 0.00114 4.622 ± 0.088 % 95.183 ± 0.074 %
554
+ 328 5.1532 ± 0.0443 0.00117 ± 0.00119 0.02877 ± 0.00114 4.617 ± 0.088 % 95.182 ± 0.074 %
555
+ 329 5.1541 ± 0.0442 0.00136 ± 0.00119 0.02897 ± 0.00115 4.642 ± 0.089 % 95.182 ± 0.074 %
556
+ 330 5.1498 ± 0.0441 0.00138 ± 0.00119 0.02905 ± 0.00115 4.653 ± 0.089 % 95.179 ± 0.074 %
557
+ 331 5.1472 ± 0.0440 0.00132 ± 0.00119 0.02914 ± 0.00115 4.650 ± 0.089 % 95.185 ± 0.074 %
558
+ 332 5.1430 ± 0.0439 0.00128 ± 0.00119 0.02911 ± 0.00114 4.654 ± 0.088 % 95.184 ± 0.074 %
559
+ 333 5.1462 ± 0.0438 0.00127 ± 0.00119 0.02917 ± 0.00114 4.657 ± 0.088 % 95.185 ± 0.073 %
560
+ 334 5.1480 ± 0.0438 0.00150 ± 0.00120 0.02952 ± 0.00115 4.698 ± 0.090 % 95.181 ± 0.073 %
561
+ 335 5.1478 ± 0.0437 0.00142 ± 0.00120 0.02961 ± 0.00115 4.701 ± 0.090 % 95.176 ± 0.073 %
562
+ 336 5.1623 ± 0.0438 0.00142 ± 0.00120 0.02961 ± 0.00115 4.702 ± 0.090 % 95.175 ± 0.073 %
563
+ 337 5.1718 ± 0.0438 0.00152 ± 0.00120 0.02969 ± 0.00115 4.703 ± 0.090 % 95.174 ± 0.073 %
564
+ 338 5.1791 ± 0.0439 0.00148 ± 0.00120 0.02980 ± 0.00115 4.716 ± 0.090 % 95.175 ± 0.073 %
565
+ 339 5.1714 ± 0.0437 0.00153 ± 0.00120 0.02999 ± 0.00115 4.731 ± 0.090 % 95.181 ± 0.073 %
566
+ 340 5.1612 ± 0.0435 0.00152 ± 0.00120 0.02995 ± 0.00115 4.730 ± 0.090 % 95.190 ± 0.073 %
567
+ 341 5.1491 ± 0.0433 0.00149 ± 0.00119 0.02993 ± 0.00115 4.731 ± 0.090 % 95.196 ± 0.073 %
568
+ 342 5.1419 ± 0.0432 0.00155 ± 0.00119 0.02988 ± 0.00114 4.730 ± 0.089 % 95.198 ± 0.072 %
569
+ 343 5.1282 ± 0.0430 0.00156 ± 0.00119 0.02989 ± 0.00114 4.737 ± 0.089 % 95.199 ± 0.072 %
570
+ 344 5.1178 ± 0.0428 0.00158 ± 0.00118 0.02984 ± 0.00114 4.739 ± 0.089 % 95.202 ± 0.072 %
571
+ 345 5.1225 ± 0.0428 0.00152 ± 0.00118 0.02981 ± 0.00113 4.736 ± 0.089 % 95.194 ± 0.072 %
572
+ 346 5.1393 ± 0.0429 0.00155 ± 0.00118 0.02986 ± 0.00113 4.734 ± 0.088 % 95.183 ± 0.072 %
573
+ 347 5.1615 ± 0.0431 0.00149 ± 0.00118 0.02999 ± 0.00113 4.731 ± 0.088 % 95.170 ± 0.072 %
574
+ 348 5.1832 ± 0.0433 0.00159 ± 0.00118 0.03003 ± 0.00113 4.731 ± 0.088 % 95.165 ± 0.072 %
575
+ 349 5.1933 ± 0.0433 0.00161 ± 0.00118 0.03003 ± 0.00112 4.727 ± 0.088 % 95.159 ± 0.072 %
576
+ 350 5.2093 ± 0.0435 0.00164 ± 0.00118 0.03001 ± 0.00112 4.725 ± 0.088 % 95.151 ± 0.072 %
577
+ 351 5.2286 ± 0.0436 0.00158 ± 0.00118 0.03010 ± 0.00112 4.725 ± 0.087 % 95.151 ± 0.072 %
578
+ 352 5.2400 ± 0.0437 0.00155 ± 0.00118 0.03010 ± 0.00112 4.720 ± 0.087 % 95.144 ± 0.072 %
579
+ 353 5.2532 ± 0.0438 0.00165 ± 0.00118 0.03018 ± 0.00111 4.718 ± 0.087 % 95.133 ± 0.072 %
580
+ 354 5.2586 ± 0.0438 0.00169 ± 0.00117 0.03014 ± 0.00111 4.717 ± 0.087 % 95.137 ± 0.072 %
581
+ 355 5.2683 ± 0.0438 0.00172 ± 0.00117 0.03011 ± 0.00111 4.713 ± 0.087 % 95.130 ± 0.072 %
582
+ 356 5.2807 ± 0.0439 0.00179 ± 0.00117 0.03020 ± 0.00111 4.716 ± 0.087 % 95.122 ± 0.071 %
583
+ 357 5.2801 ± 0.0438 0.00173 ± 0.00117 0.03016 ± 0.00110 4.713 ± 0.086 % 95.127 ± 0.071 %
584
+ 358 5.2893 ± 0.0438 0.00160 ± 0.00117 0.03025 ± 0.00110 4.713 ± 0.086 % 95.118 ± 0.071 %
585
+ 359 5.3029 ± 0.0439 0.00155 ± 0.00116 0.03025 ± 0.00110 4.711 ± 0.086 % 95.117 ± 0.071 %
586
+ 360 5.3114 ± 0.0439 0.00161 ± 0.00116 0.03021 ± 0.00110 4.706 ± 0.086 % 95.114 ± 0.071 %
587
+ 361 5.3215 ± 0.0440 0.00160 ± 0.00116 0.03024 ± 0.00109 4.703 ± 0.086 % 95.108 ± 0.071 %
588
+ 362 5.3298 ± 0.0440 0.00155 ± 0.00116 0.03031 ± 0.00109 4.707 ± 0.086 % 95.107 ± 0.071 %
589
+ 363 5.3407 ± 0.0440 0.00158 ± 0.00116 0.03024 ± 0.00109 4.702 ± 0.085 % 95.107 ± 0.071 %
590
+ 364 5.3518 ± 0.0441 0.00168 ± 0.00116 0.03029 ± 0.00109 4.698 ± 0.085 % 95.108 ± 0.071 %
591
+ 365 5.3669 ± 0.0442 0.00175 ± 0.00116 0.03027 ± 0.00109 4.693 ± 0.085 % 95.108 ± 0.071 %
592
+ 366 5.3742 ± 0.0442 0.00179 ± 0.00115 0.03023 ± 0.00109 4.690 ± 0.085 % 95.099 ± 0.071 %
593
+ 367 5.3814 ± 0.0442 0.00187 ± 0.00115 0.03044 ± 0.00109 4.701 ± 0.085 % 95.084 ± 0.071 %
594
+ 368 5.3857 ± 0.0442 0.00184 ± 0.00115 0.03040 ± 0.00108 4.697 ± 0.085 % 95.085 ± 0.071 %
595
+ 369 5.3905 ± 0.0442 0.00184 ± 0.00115 0.03036 ± 0.00108 4.693 ± 0.085 % 95.084 ± 0.070 %
596
+ 370 5.4089 ± 0.0443 0.00189 ± 0.00115 0.03032 ± 0.00108 4.688 ± 0.085 % 95.086 ± 0.070 %
597
+ 371 5.4234 ± 0.0444 0.00190 ± 0.00114 0.03027 ± 0.00108 4.684 ± 0.085 % 95.094 ± 0.070 %
598
+ 372 5.4277 ± 0.0444 0.00191 ± 0.00114 0.03033 ± 0.00107 4.681 ± 0.085 % 95.093 ± 0.070 %
599
+ 373 5.4243 ± 0.0443 0.00178 ± 0.00114 0.03037 ± 0.00107 4.684 ± 0.084 % 95.088 ± 0.070 %
600
+ 374 5.4241 ± 0.0443 0.00189 ± 0.00114 0.03041 ± 0.00107 4.685 ± 0.084 % 95.079 ± 0.070 %
601
+ 375 5.4272 ± 0.0442 0.00199 ± 0.00114 0.03042 ± 0.00107 4.696 ± 0.084 % 95.084 ± 0.070 %
602
+ 376 5.4343 ± 0.0442 0.00199 ± 0.00114 0.03046 ± 0.00107 4.691 ± 0.084 % 95.088 ± 0.070 %
603
+ 377 5.4381 ± 0.0442 0.00195 ± 0.00114 0.03054 ± 0.00107 4.698 ± 0.085 % 95.089 ± 0.070 %
604
+ 378 5.4468 ± 0.0442 0.00182 ± 0.00113 0.03061 ± 0.00107 4.698 ± 0.084 % 95.082 ± 0.070 %
605
+ 379 5.4493 ± 0.0442 0.00185 ± 0.00113 0.03057 ± 0.00107 4.695 ± 0.084 % 95.081 ± 0.070 %
606
+ 380 5.4538 ± 0.0442 0.00185 ± 0.00113 0.03051 ± 0.00107 4.691 ± 0.084 % 95.073 ± 0.070 %
607
+ 381 5.4627 ± 0.0442 0.00181 ± 0.00113 0.03047 ± 0.00106 4.688 ± 0.084 % 95.073 ± 0.069 %
608
+ 382 5.4642 ± 0.0442 0.00182 ± 0.00112 0.03044 ± 0.00106 4.686 ± 0.084 % 95.075 ± 0.069 %
609
+ 383 5.4460 ± 0.0440 0.00193 ± 0.00112 0.03040 ± 0.00106 4.684 ± 0.084 % 95.078 ± 0.069 %
610
+ 384 5.4337 ± 0.0438 0.00184 ± 0.00112 0.03036 ± 0.00106 4.684 ± 0.083 % 95.076 ± 0.069 %
611
+ 385 5.4207 ± 0.0436 0.00197 ± 0.00112 0.03032 ± 0.00105 4.683 ± 0.083 % 95.079 ± 0.069 %
612
+ 386 5.4203 ± 0.0435 0.00194 ± 0.00112 0.03026 ± 0.00105 4.679 ± 0.083 % 95.086 ± 0.069 %
613
+ 387 5.4190 ± 0.0435 0.00193 ± 0.00111 0.03025 ± 0.00105 4.677 ± 0.083 % 95.089 ± 0.069 %
614
+ 388 5.4131 ± 0.0433 0.00193 ± 0.00111 0.03020 ± 0.00105 4.674 ± 0.083 % 95.090 ± 0.069 %
615
+ 389 5.4084 ± 0.0432 0.00197 ± 0.00111 0.03022 ± 0.00104 4.682 ± 0.082 % 95.080 ± 0.069 %
616
+ 390 5.4048 ± 0.0431 0.00210 ± 0.00111 0.03023 ± 0.00104 4.689 ± 0.082 % 95.076 ± 0.069 %
617
+ 391 5.3899 ± 0.0429 0.00208 ± 0.00111 0.03020 ± 0.00104 4.692 ± 0.082 % 95.081 ± 0.068 %
618
+ 392 5.3771 ± 0.0428 0.00209 ± 0.00110 0.03017 ± 0.00104 4.693 ± 0.082 % 95.081 ± 0.068 %
619
+ 393 5.3697 ± 0.0426 0.00216 ± 0.00110 0.03016 ± 0.00103 4.699 ± 0.082 % 95.081 ± 0.068 %
620
+ 394 5.3586 ± 0.0425 0.00225 ± 0.00110 0.03013 ± 0.00103 4.701 ± 0.081 % 95.086 ± 0.068 %
621
+ 395 5.3461 ± 0.0423 0.00230 ± 0.00110 0.03011 ± 0.00103 4.704 ± 0.081 % 95.084 ± 0.068 %
622
+ 396 5.3406 ± 0.0422 0.00229 ± 0.00110 0.03010 ± 0.00103 4.703 ± 0.081 % 95.084 ± 0.068 %
623
+ 397 5.3277 ± 0.0420 0.00228 ± 0.00109 0.03010 ± 0.00102 4.709 ± 0.081 % 95.085 ± 0.068 %
624
+ 398 5.3135 ± 0.0418 0.00222 ± 0.00109 0.03006 ± 0.00102 4.710 ± 0.080 % 95.088 ± 0.068 %
625
+ 399 5.2996 ± 0.0416 0.00218 ± 0.00109 0.03001 ± 0.00102 4.708 ± 0.080 % 95.096 ± 0.068 %
626
+ 400 5.2892 ± 0.0415 0.00217 ± 0.00109 0.02999 ± 0.00102 4.712 ± 0.080 % 95.100 ± 0.068 %
627
+ 401 5.2787 ± 0.0413 0.00224 ± 0.00109 0.02998 ± 0.00101 4.715 ± 0.080 % 95.100 ± 0.068 %
628
+ 402 5.2690 ± 0.0412 0.00228 ± 0.00108 0.02997 ± 0.00101 4.720 ± 0.080 % 95.102 ± 0.067 %
629
+ 403 5.2536 ± 0.0410 0.00227 ± 0.00108 0.02992 ± 0.00101 4.717 ± 0.080 % 95.112 ± 0.067 %
630
+ 404 5.2460 ± 0.0409 0.00223 ± 0.00108 0.02988 ± 0.00101 4.715 ± 0.079 % 95.119 ± 0.067 %
631
+ 405 5.2357 ± 0.0407 0.00222 ± 0.00108 0.02984 ± 0.00100 4.715 ± 0.079 % 95.121 ± 0.067 %
632
+ 406 5.2316 ± 0.0406 0.00221 ± 0.00107 0.02979 ± 0.00100 4.712 ± 0.079 % 95.121 ± 0.067 %
633
+ 407 5.2307 ± 0.0406 0.00227 ± 0.00107 0.02977 ± 0.00100 4.712 ± 0.079 % 95.124 ± 0.067 %
634
+ 408 5.2209 ± 0.0404 0.00222 ± 0.00107 0.02973 ± 0.00100 4.709 ± 0.079 % 95.127 ± 0.067 %
635
+ 409 5.2087 ± 0.0403 0.00212 ± 0.00107 0.02970 ± 0.00099 4.712 ± 0.079 % 95.130 ± 0.067 %
636
+ 410 5.2115 ± 0.0402 0.00209 ± 0.00107 0.02970 ± 0.00099 4.712 ± 0.078 % 95.132 ± 0.067 %
637
+ 411 5.2029 ± 0.0401 0.00226 ± 0.00107 0.02989 ± 0.00100 4.728 ± 0.079 % 95.130 ± 0.066 %
638
+ 412 5.1951 ± 0.0400 0.00225 ± 0.00107 0.02987 ± 0.00100 4.727 ± 0.078 % 95.133 ± 0.066 %
639
+ 413 5.1942 ± 0.0399 0.00224 ± 0.00107 0.02990 ± 0.00100 4.735 ± 0.079 % 95.136 ± 0.066 %
640
+ 414 5.1861 ± 0.0398 0.00225 ± 0.00107 0.02989 ± 0.00099 4.738 ± 0.078 % 95.137 ± 0.066 %
641
+ 415 5.1833 ± 0.0397 0.00231 ± 0.00107 0.02988 ± 0.00099 4.738 ± 0.078 % 95.138 ± 0.066 %
642
+ 416 5.1750 ± 0.0396 0.00228 ± 0.00107 0.02983 ± 0.00099 4.736 ± 0.078 % 95.142 ± 0.066 %
643
+ 417 5.1679 ± 0.0395 0.00225 ± 0.00106 0.02981 ± 0.00099 4.737 ± 0.078 % 95.147 ± 0.066 %
644
+ 418 5.1586 ± 0.0394 0.00223 ± 0.00106 0.02975 ± 0.00098 4.734 ± 0.078 % 95.150 ± 0.066 %
645
+ 419 5.1536 ± 0.0393 0.00222 ± 0.00106 0.02972 ± 0.00098 4.733 ± 0.078 % 95.155 ± 0.066 %
646
+ 420 5.1452 ± 0.0391 0.00226 ± 0.00106 0.02967 ± 0.00098 4.732 ± 0.077 % 95.157 ± 0.066 %
647
+ 421 5.1388 ± 0.0390 0.00232 ± 0.00105 0.02962 ± 0.00098 4.729 ± 0.077 % 95.163 ± 0.065 %
648
+ 422 5.1354 ± 0.0389 0.00228 ± 0.00105 0.02959 ± 0.00097 4.726 ± 0.077 % 95.164 ± 0.065 %
649
+ 423 5.1303 ± 0.0388 0.00241 ± 0.00105 0.02958 ± 0.00097 4.729 ± 0.077 % 95.163 ± 0.065 %
650
+ 424 5.1201 ± 0.0387 0.00233 ± 0.00105 0.02954 ± 0.00097 4.727 ± 0.077 % 95.166 ± 0.065 %
651
+ 425 5.1094 ± 0.0385 0.00233 ± 0.00105 0.02950 ± 0.00097 4.726 ± 0.077 % 95.173 ± 0.065 %
652
+ 426 5.1014 ± 0.0384 0.00233 ± 0.00104 0.02946 ± 0.00097 4.725 ± 0.076 % 95.179 ± 0.065 %
653
+ 427 5.0920 ± 0.0383 0.00242 ± 0.00105 0.02941 ± 0.00096 4.722 ± 0.076 % 95.186 ± 0.065 %
654
+ 428 5.0790 ± 0.0381 0.00239 ± 0.00104 0.02937 ± 0.00096 4.724 ± 0.076 % 95.188 ± 0.065 %
655
+ 429 5.0673 ± 0.0380 0.00243 ± 0.00104 0.02933 ± 0.00096 4.723 ± 0.076 % 95.189 ± 0.065 %
656
+ 430 5.0567 ± 0.0378 0.00246 ± 0.00104 0.02928 ± 0.00096 4.720 ± 0.076 % 95.194 ± 0.065 %
657
+ 431 5.0462 ± 0.0377 0.00244 ± 0.00104 0.02924 ± 0.00095 4.719 ± 0.076 % 95.197 ± 0.065 %
658
+ 432 5.0414 ± 0.0376 0.00242 ± 0.00104 0.02923 ± 0.00095 4.721 ± 0.076 % 95.197 ± 0.064 %
659
+ 433 5.0467 ± 0.0376 0.00245 ± 0.00103 0.02919 ± 0.00095 4.718 ± 0.075 % 95.197 ± 0.064 %
660
+ 434 5.0557 ± 0.0377 0.00245 ± 0.00103 0.02918 ± 0.00095 4.716 ± 0.075 % 95.194 ± 0.064 %
661
+ 435 5.0657 ± 0.0377 0.00241 ± 0.00103 0.02915 ± 0.00095 4.711 ± 0.075 % 95.195 ± 0.064 %
662
+ 436 5.0660 ± 0.0377 0.00240 ± 0.00103 0.02915 ± 0.00094 4.714 ± 0.075 % 95.192 ± 0.064 %
663
+ 437 5.0681 ± 0.0376 0.00223 ± 0.00103 0.02916 ± 0.00094 4.713 ± 0.075 % 95.189 ± 0.064 %
664
+ 438 5.0715 ± 0.0376 0.00222 ± 0.00103 0.02913 ± 0.00094 4.713 ± 0.075 % 95.190 ± 0.064 %
665
+ 439 5.0780 ± 0.0377 0.00225 ± 0.00103 0.02911 ± 0.00094 4.710 ± 0.075 % 95.192 ± 0.064 %
666
+ 440 5.0817 ± 0.0377 0.00235 ± 0.00103 0.02911 ± 0.00094 4.709 ± 0.074 % 95.191 ± 0.064 %
667
+ 441 5.0873 ± 0.0377 0.00239 ± 0.00103 0.02918 ± 0.00094 4.717 ± 0.075 % 95.191 ± 0.064 %
668
+ 442 5.0918 ± 0.0377 0.00236 ± 0.00103 0.02915 ± 0.00094 4.714 ± 0.075 % 95.197 ± 0.064 %
669
+ 443 5.1013 ± 0.0377 0.00239 ± 0.00102 0.02910 ± 0.00093 4.710 ± 0.075 % 95.197 ± 0.064 %
670
+ 444 5.1068 ± 0.0377 0.00241 ± 0.00102 0.02907 ± 0.00093 4.707 ± 0.074 % 95.196 ± 0.064 %
671
+ 445 5.1097 ± 0.0377 0.00241 ± 0.00102 0.02904 ± 0.00093 4.704 ± 0.074 % 95.198 ± 0.063 %
672
+ 446 5.1164 ± 0.0377 0.00239 ± 0.00102 0.02902 ± 0.00093 4.702 ± 0.074 % 95.197 ± 0.063 %
673
+ 447 5.1155 ± 0.0377 0.00238 ± 0.00102 0.02905 ± 0.00093 4.700 ± 0.074 % 95.196 ± 0.063 %
674
+ 448 5.1208 ± 0.0377 0.00245 ± 0.00102 0.02918 ± 0.00093 4.701 ± 0.074 % 95.196 ± 0.063 %
675
+ 449 5.1181 ± 0.0376 0.00247 ± 0.00102 0.02913 ± 0.00093 4.696 ± 0.074 % 95.201 ± 0.063 %
676
+ 450 5.1250 ± 0.0376 0.00249 ± 0.00102 0.02911 ± 0.00093 4.694 ± 0.074 % 95.203 ± 0.063 %
677
+ 451 5.1361 ± 0.0377 0.00261 ± 0.00102 0.02917 ± 0.00093 4.690 ± 0.074 % 95.200 ± 0.063 %
678
+ 452 5.1392 ± 0.0377 0.00245 ± 0.00102 0.02940 ± 0.00093 4.720 ± 0.074 % 95.195 ± 0.063 %
679
+ 453 5.1394 ± 0.0377 0.00241 ± 0.00102 0.02936 ± 0.00093 4.716 ± 0.074 % 95.195 ± 0.063 %
680
+ 454 5.1349 ± 0.0376 0.00249 ± 0.00102 0.02938 ± 0.00093 4.714 ± 0.074 % 95.197 ± 0.063 %
681
+ 455 5.1373 ± 0.0376 0.00239 ± 0.00102 0.02941 ± 0.00092 4.716 ± 0.074 % 95.187 ± 0.063 %
682
+ 456 5.1480 ± 0.0376 0.00226 ± 0.00102 0.02961 ± 0.00093 4.732 ± 0.074 % 95.180 ± 0.063 %
683
+ 457 5.1482 ± 0.0376 0.00241 ± 0.00102 0.02968 ± 0.00093 4.743 ± 0.074 % 95.182 ± 0.063 %
684
+ 458 5.1493 ± 0.0376 0.00250 ± 0.00102 0.02963 ± 0.00093 4.738 ± 0.074 % 95.185 ± 0.063 %
685
+ 459 5.1570 ± 0.0376 0.00246 ± 0.00102 0.02961 ± 0.00093 4.735 ± 0.074 % 95.183 ± 0.063 %
686
+ 460 5.1603 ± 0.0376 0.00248 ± 0.00102 0.02958 ± 0.00092 4.733 ± 0.074 % 95.183 ± 0.063 %
687
+ 461 5.1625 ± 0.0376 0.00255 ± 0.00102 0.02962 ± 0.00093 4.739 ± 0.074 % 95.183 ± 0.062 %
688
+ 462 5.1664 ± 0.0376 0.00253 ± 0.00102 0.02957 ± 0.00092 4.735 ± 0.074 % 95.184 ± 0.062 %
689
+ 463 5.1684 ± 0.0376 0.00253 ± 0.00102 0.02951 ± 0.00092 4.731 ± 0.074 % 95.190 ± 0.062 %
690
+ 464 5.1732 ± 0.0376 0.00257 ± 0.00102 0.02949 ± 0.00092 4.728 ± 0.074 % 95.183 ± 0.062 %
691
+ 465 5.1740 ± 0.0376 0.00262 ± 0.00101 0.02944 ± 0.00092 4.725 ± 0.074 % 95.189 ± 0.062 %
692
+ 466 5.1730 ± 0.0375 0.00255 ± 0.00101 0.02946 ± 0.00092 4.730 ± 0.074 % 95.193 ± 0.062 %
693
+ 467 5.1770 ± 0.0375 0.00256 ± 0.00101 0.02943 ± 0.00092 4.727 ± 0.074 % 95.189 ± 0.062 %
694
+ 468 5.1755 ± 0.0375 0.00252 ± 0.00101 0.02939 ± 0.00091 4.724 ± 0.074 % 95.191 ± 0.062 %
695
+ 469 5.1742 ± 0.0374 0.00252 ± 0.00101 0.02936 ± 0.00091 4.720 ± 0.074 % 95.193 ± 0.062 %
696
+ 470 5.1749 ± 0.0374 0.00250 ± 0.00101 0.02931 ± 0.00091 4.717 ± 0.074 % 95.196 ± 0.062 %
697
+ 471 5.1788 ± 0.0374 0.00249 ± 0.00100 0.02927 ± 0.00091 4.713 ± 0.074 % 95.203 ± 0.062 %
698
+ 472 5.1835 ± 0.0374 0.00247 ± 0.00100 0.02922 ± 0.00091 4.709 ± 0.073 % 95.211 ± 0.062 %
699
+ 473 5.1780 ± 0.0373 0.00247 ± 0.00100 0.02920 ± 0.00090 4.708 ± 0.073 % 95.213 ± 0.061 %
700
+ 474 5.1813 ± 0.0373 0.00246 ± 0.00100 0.02917 ± 0.00090 4.706 ± 0.073 % 95.216 ± 0.061 %
701
+ 475 5.1815 ± 0.0373 0.00252 ± 0.00100 0.02913 ± 0.00090 4.705 ± 0.073 % 95.218 ± 0.061 %
702
+ 476 5.1854 ± 0.0373 0.00250 ± 0.00100 0.02913 ± 0.00090 4.703 ± 0.073 % 95.218 ± 0.061 %
703
+ 477 5.1938 ± 0.0373 0.00254 ± 0.00100 0.02912 ± 0.00090 4.701 ± 0.073 % 95.214 ± 0.061 %
704
+ 478 5.1998 ± 0.0373 0.00259 ± 0.00100 0.02914 ± 0.00090 4.700 ± 0.073 % 95.215 ± 0.061 %
705
+ 479 5.2044 ± 0.0373 0.00264 ± 0.00099 0.02912 ± 0.00089 4.697 ± 0.073 % 95.213 ± 0.061 %
706
+ 480 5.2105 ± 0.0374 0.00266 ± 0.00099 0.02909 ± 0.00089 4.694 ± 0.073 % 95.212 ± 0.061 %
707
+ 481 5.2166 ± 0.0374 0.00255 ± 0.00099 0.02917 ± 0.00089 4.698 ± 0.073 % 95.211 ± 0.061 %
708
+ 482 5.2194 ± 0.0374 0.00253 ± 0.00099 0.02916 ± 0.00089 4.696 ± 0.073 % 95.211 ± 0.061 %
709
+ 483 5.2261 ± 0.0374 0.00251 ± 0.00099 0.02916 ± 0.00089 4.700 ± 0.073 % 95.209 ± 0.061 %
710
+ 484 5.2310 ± 0.0374 0.00250 ± 0.00099 0.02915 ± 0.00089 4.697 ± 0.072 % 95.208 ± 0.061 %
711
+ 485 5.2254 ± 0.0373 0.00248 ± 0.00099 0.02912 ± 0.00089 4.695 ± 0.072 % 95.209 ± 0.061 %
712
+ 486 5.2199 ± 0.0372 0.00257 ± 0.00099 0.02911 ± 0.00089 4.697 ± 0.072 % 95.209 ± 0.061 %
713
+ 487 5.2150 ± 0.0371 0.00256 ± 0.00099 0.02907 ± 0.00088 4.694 ± 0.072 % 95.213 ± 0.061 %
714
+ 488 5.2089 ± 0.0370 0.00253 ± 0.00098 0.02904 ± 0.00088 4.692 ± 0.072 % 95.217 ± 0.060 %
715
+ 489 5.2056 ± 0.0370 0.00247 ± 0.00098 0.02902 ± 0.00088 4.690 ± 0.072 % 95.216 ± 0.060 %
716
+ 490 5.2001 ± 0.0369 0.00246 ± 0.00098 0.02901 ± 0.00088 4.692 ± 0.072 % 95.212 ± 0.060 %
717
+ 491 5.2022 ± 0.0369 0.00240 ± 0.00098 0.02901 ± 0.00088 4.692 ± 0.071 % 95.210 ± 0.060 %
718
+ 492 5.2052 ± 0.0369 0.00229 ± 0.00098 0.02904 ± 0.00088 4.692 ± 0.071 % 95.207 ± 0.060 %
719
+ 493 5.2148 ± 0.0369 0.00231 ± 0.00098 0.02904 ± 0.00087 4.689 ± 0.071 % 95.204 ± 0.060 %
720
+ 494 5.2101 ± 0.0368 0.00227 ± 0.00098 0.02902 ± 0.00087 4.690 ± 0.071 % 95.205 ± 0.060 %
721
+ 495 5.2064 ± 0.0368 0.00227 ± 0.00097 0.02899 ± 0.00087 4.687 ± 0.071 % 95.209 ± 0.060 %
722
+ 496 5.2080 ± 0.0367 0.00227 ± 0.00097 0.02897 ± 0.00087 4.689 ± 0.071 % 95.210 ± 0.060 %
723
+ 497 5.2106 ± 0.0367 0.00222 ± 0.00097 0.02896 ± 0.00087 4.687 ± 0.071 % 95.211 ± 0.060 %
724
+ 498 5.2183 ± 0.0368 0.00229 ± 0.00097 0.02895 ± 0.00087 4.685 ± 0.071 % 95.212 ± 0.060 %
725
+ 499 5.2264 ± 0.0368 0.00234 ± 0.00097 0.02902 ± 0.00087 4.688 ± 0.071 % 95.207 ± 0.060 %
726
+ 500 5.2215 ± 0.0368 0.00237 ± 0.00097 0.02901 ± 0.00086 4.688 ± 0.070 % 95.211 ± 0.060 %
727
+ 501 5.2124 ± 0.0366 0.00243 ± 0.00097 0.02899 ± 0.00086 4.692 ± 0.070 % 95.211 ± 0.060 %
728
+ 502 5.2103 ± 0.0366 0.00252 ± 0.00097 0.02899 ± 0.00086 4.690 ± 0.070 % 95.211 ± 0.060 %
729
+ 503 5.2105 ± 0.0365 0.00252 ± 0.00097 0.02898 ± 0.00086 4.690 ± 0.070 % 95.204 ± 0.060 %
730
+ 504 5.2087 ± 0.0365 0.00255 ± 0.00097 0.02900 ± 0.00086 4.693 ± 0.070 % 95.206 ± 0.060 %
731
+ 505 5.2095 ± 0.0365 0.00260 ± 0.00097 0.02909 ± 0.00086 4.696 ± 0.070 % 95.209 ± 0.060 %
732
+ 506 5.2105 ± 0.0364 0.00260 ± 0.00097 0.02908 ± 0.00086 4.693 ± 0.070 % 95.211 ± 0.059 %
733
+ 507 5.2037 ± 0.0363 0.00266 ± 0.00096 0.02906 ± 0.00086 4.694 ± 0.070 % 95.211 ± 0.059 %
734
+ 508 5.1995 ± 0.0362 0.00267 ± 0.00096 0.02903 ± 0.00086 4.692 ± 0.070 % 95.210 ± 0.059 %
735
+ 509 5.2022 ± 0.0362 0.00277 ± 0.00096 0.02906 ± 0.00086 4.690 ± 0.069 % 95.206 ± 0.059 %
736
+ 510 5.1948 ± 0.0361 0.00277 ± 0.00096 0.02906 ± 0.00086 4.693 ± 0.069 % 95.204 ± 0.059 %
737
+ 511 5.1994 ± 0.0361 0.00279 ± 0.00096 0.02902 ± 0.00085 4.690 ± 0.069 % 95.203 ± 0.059 %
738
+ 512 5.1993 ± 0.0361 0.00284 ± 0.00096 0.02903 ± 0.00085 4.688 ± 0.069 % 95.205 ± 0.059 %
739
+ 513 5.1959 ± 0.0360 0.00290 ± 0.00096 0.02909 ± 0.00085 4.689 ± 0.069 % 95.201 ± 0.059 %
740
+ 514 5.1940 ± 0.0360 0.00291 ± 0.00096 0.02908 ± 0.00085 4.692 ± 0.069 % 95.198 ± 0.059 %
741
+ 515 5.1978 ± 0.0360 0.00302 ± 0.00096 0.02909 ± 0.00085 4.692 ± 0.069 % 95.190 ± 0.059 %
742
+ 516 5.2040 ± 0.0360 0.00303 ± 0.00096 0.02908 ± 0.00085 4.694 ± 0.069 % 95.185 ± 0.059 %
743
+ 517 5.1993 ± 0.0359 0.00306 ± 0.00096 0.02910 ± 0.00085 4.692 ± 0.069 % 95.189 ± 0.059 %
744
+ 518 5.1904 ± 0.0358 0.00301 ± 0.00095 0.02924 ± 0.00087 4.697 ± 0.069 % 95.190 ± 0.059 %
745
+ 519 5.1896 ± 0.0358 0.00298 ± 0.00095 0.02921 ± 0.00086 4.696 ± 0.069 % 95.189 ± 0.059 %
746
+ 520 5.1878 ± 0.0357 0.00294 ± 0.00095 0.02919 ± 0.00086 4.695 ± 0.069 % 95.187 ± 0.059 %
747
+ 521 5.1839 ± 0.0356 0.00302 ± 0.00095 0.02922 ± 0.00086 4.692 ± 0.069 % 95.186 ± 0.059 %
748
+ 522 5.1815 ± 0.0356 0.00301 ± 0.00095 0.02930 ± 0.00087 4.696 ± 0.069 % 95.187 ± 0.059 %
749
+ 523 5.1717 ± 0.0355 0.00329 ± 0.00099 0.03021 ± 0.00092 4.782 ± 0.072 % 95.185 ± 0.059 %
750
+ 524 5.1672 ± 0.0354 0.00328 ± 0.00099 0.03019 ± 0.00092 4.781 ± 0.071 % 95.185 ± 0.059 %
751
+ 525 5.1654 ± 0.0354 0.00332 ± 0.00099 0.03016 ± 0.00092 4.781 ± 0.071 % 95.183 ± 0.059 %
752
+ 526 5.1679 ± 0.0353 0.00330 ± 0.00099 0.03013 ± 0.00091 4.779 ± 0.071 % 95.180 ± 0.058 %
753
+ 527 5.1738 ± 0.0354 0.00334 ± 0.00098 0.03022 ± 0.00092 4.784 ± 0.071 % 95.174 ± 0.058 %
754
+ 528 5.1749 ± 0.0353 0.00335 ± 0.00098 0.03019 ± 0.00092 4.781 ± 0.071 % 95.177 ± 0.058 %
755
+ 529 5.1824 ± 0.0354 0.00336 ± 0.00098 0.03016 ± 0.00091 4.778 ± 0.071 % 95.176 ± 0.058 %
756
+ 530 5.1905 ± 0.0354 0.00329 ± 0.00098 0.03015 ± 0.00091 4.779 ± 0.071 % 95.175 ± 0.058 %
757
+ 531 5.1966 ± 0.0354 0.00330 ± 0.00098 0.03011 ± 0.00091 4.776 ± 0.071 % 95.176 ± 0.058 %
758
+ 532 5.2047 ± 0.0354 0.00328 ± 0.00098 0.03009 ± 0.00091 4.773 ± 0.071 % 95.172 ± 0.058 %
759
+ 533 5.2097 ± 0.0355 0.00322 ± 0.00098 0.03009 ± 0.00091 4.772 ± 0.071 % 95.168 ± 0.058 %
760
+ 534 5.2180 ± 0.0355 0.00322 ± 0.00097 0.03007 ± 0.00091 4.768 ± 0.071 % 95.163 ± 0.058 %
761
+ 535 5.2209 ± 0.0355 0.00336 ± 0.00097 0.03012 ± 0.00091 4.769 ± 0.071 % 95.166 ± 0.058 %
762
+ 536 5.2205 ± 0.0355 0.00344 ± 0.00097 0.03013 ± 0.00090 4.770 ± 0.071 % 95.165 ± 0.058 %
763
+ 537 5.2110 ± 0.0354 0.00351 ± 0.00097 0.03009 ± 0.00090 4.768 ± 0.071 % 95.168 ± 0.058 %
764
+ 538 5.2044 ± 0.0353 0.00352 ± 0.00097 0.03007 ± 0.00090 4.768 ± 0.070 % 95.167 ± 0.058 %
765
+ 539 5.2015 ± 0.0352 0.00347 ± 0.00097 0.03004 ± 0.00090 4.768 ± 0.070 % 95.165 ± 0.058 %
766
+ 540 5.1936 ± 0.0351 0.00351 ± 0.00097 0.03002 ± 0.00090 4.767 ± 0.070 % 95.164 ± 0.058 %
767
+ 541 5.1882 ± 0.0350 0.00350 ± 0.00097 0.03000 ± 0.00090 4.767 ± 0.070 % 95.162 ± 0.058 %
768
+ 542 5.1853 ± 0.0350 0.00356 ± 0.00097 0.02998 ± 0.00089 4.767 ± 0.070 % 95.160 ± 0.058 %
769
+ 543 5.1820 ± 0.0349 0.00353 ± 0.00096 0.02996 ± 0.00089 4.767 ± 0.070 % 95.163 ± 0.058 %
770
+ 544 5.1767 ± 0.0348 0.00354 ± 0.00096 0.02992 ± 0.00089 4.765 ± 0.070 % 95.164 ± 0.058 %
771
+ 545 5.1755 ± 0.0348 0.00353 ± 0.00096 0.02991 ± 0.00089 4.763 ± 0.070 % 95.165 ± 0.058 %
772
+ 546 5.1740 ± 0.0347 0.00344 ± 0.00096 0.02994 ± 0.00089 4.763 ± 0.070 % 95.159 ± 0.058 %
773
+ 547 5.1749 ± 0.0347 0.00339 ± 0.00096 0.02993 ± 0.00089 4.766 ± 0.069 % 95.154 ± 0.057 %
774
+ 548 5.1821 ± 0.0347 0.00330 ± 0.00096 0.02995 ± 0.00089 4.765 ± 0.069 % 95.152 ± 0.057 %
775
+ 549 5.1889 ± 0.0348 0.00329 ± 0.00096 0.02993 ± 0.00088 4.761 ± 0.069 % 95.153 ± 0.057 %
776
+ 550 5.2027 ± 0.0349 0.00341 ± 0.00096 0.03018 ± 0.00089 4.763 ± 0.069 % 95.144 ± 0.057 %
777
+ 551 5.2040 ± 0.0349 0.00335 ± 0.00096 0.03016 ± 0.00089 4.763 ± 0.069 % 95.145 ± 0.057 %
778
+ 552 5.2027 ± 0.0348 0.00335 ± 0.00096 0.03014 ± 0.00088 4.761 ± 0.069 % 95.143 ± 0.057 %
779
+
780
+ ====== Perplexity statistics ======
781
+ Mean PPL(Q) : 5.202737 ± 0.034827
782
+ Mean PPL(base) : 5.185329 ± 0.034498
783
+ Cor(ln(PPL(Q)), ln(PPL(base))): 98.98%
784
+ Mean ln(PPL(Q)/PPL(base)) : 0.003352 ± 0.000956
785
+ Mean PPL(Q)/PPL(base) : 1.003357 ± 0.000959
786
+ Mean PPL(Q)-PPL(base) : 0.017408 ± 0.004973
787
+
788
+ ====== KL divergence statistics ======
789
+ Mean KLD: 0.030136 ± 0.000884
790
+ Maximum KLD: 24.187990
791
+ 99.9% KLD: 3.996085
792
+ 99.0% KLD: 0.285154
793
+ 95.0% KLD: 0.072522
794
+ 90.0% KLD: 0.038392
795
+ Median KLD: 0.003958
796
+ 10.0% KLD: 0.000033
797
+ 5.0% KLD: 0.000006
798
+ 1.0% KLD: -0.000000
799
+ 0.1% KLD: -0.000004
800
+ Minimum KLD: -0.000230
801
+
802
+ ====== Token probability statistics ======
803
+ Mean Δp: -0.026 ± 0.013 %
804
+ Maximum Δp: 99.990%
805
+ 99.9% Δp: 37.762%
806
+ 99.0% Δp: 12.863%
807
+ 95.0% Δp: 4.845%
808
+ 90.0% Δp: 2.481%
809
+ 75.0% Δp: 0.407%
810
+ Median Δp: -0.000%
811
+ 25.0% Δp: -0.469%
812
+ 10.0% Δp: -2.581%
813
+ 5.0% Δp: -4.917%
814
+ 1.0% Δp: -13.044%
815
+ 0.1% Δp: -37.481%
816
+ Minimum Δp: -100.000%
817
+ RMS Δp : 4.761 ± 0.069 %
818
+ Same top p: 95.143 ± 0.057 %
819
+
820
+ 6.36.692.945 I llama_perf_context_print: load time = 234657.61 ms
821
+ 6.36.692.948 I llama_perf_context_print: prompt eval time = 127215.67 ms / 282624 tokens ( 0.45 ms per token, 2221.61 tokens per second)
822
+ 6.36.692.950 I llama_perf_context_print: eval time = 0.00 ms / 1 runs ( 0.00 ms per token, inf tokens per second)
823
+ 6.36.692.952 I llama_perf_context_print: total time = 160600.02 ms / 282625 tokens
824
+ 6.36.692.953 I llama_perf_context_print: graphs reused = 33
825
+ 6.36.693.154 I common_memory_breakdown_print: | memory breakdown [MiB] | total free self model context compute unaccounted |
826
+ 6.36.693.161 I common_memory_breakdown_print: | - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 47185 + (49125 = 46114 + 168 + 2842) + 939 |
827
+ 6.36.693.162 I common_memory_breakdown_print: | - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 25201 + (71106 = 67651 + 180 + 3275) + 941 |
828
+ 6.36.693.162 I common_memory_breakdown_print: | - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 25201 + (71106 = 67651 + 180 + 3275) + 941 |
829
+ 6.36.693.163 I common_memory_breakdown_print: | - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 25201 + (71106 = 67651 + 180 + 3275) + 941 |
830
+ 6.36.693.163 I common_memory_breakdown_print: | - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 32833 + (63472 = 60134 + 160 + 3178) + 943 |
831
+ 6.36.693.163 I common_memory_breakdown_print: | - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 25201 + (71106 = 67651 + 180 + 3275) + 941 |
832
+ 6.36.693.163 I common_memory_breakdown_print: | - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 27088 + (63058 = 53863 + 140 + 9055) + 7102 |
833
+ 6.36.693.163 I common_memory_breakdown_print: | - Host | 1776 = 1245 + 0 + 531 |
834
+ ```
kld_data/llm_quantization_data.csv ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ model_name,file_size_gb,bpw,Mean KLD_mean,0.01.305.931 I common_memory_breakdown_print,0.01.326.839 I common_memory_breakdown_print,0.01.334.397 I common_memory_breakdown_print,0.01.351.650 I common_params_fit_impl,0.01.351.656 I common_fit_params,0.01.377.222 I common_params_fit_impl,0.01.377.235 I common_fit_params,0.01.384.447 I llama_model_loader,0.01.384.454 I llama_model_loader,0.01.384.455 I llama_model_loader,0.01.386.011 I common_params_fit_impl,0.01.386.018 I common_fit_params,0.01.409.368 I llama_model_loader,0.01.409.369 I llama_model_loader,0.01.409.370 I llama_model_loader,0.01.409.372 I llama_model_loader,0.01.409.373 I llama_model_loader,0.01.409.375 I print_info,0.01.409.376 I print_info,0.01.410.251 I llama_model_loader,0.01.410.256 I llama_model_loader,0.01.410.257 I llama_model_loader,0.01.419.134 I llama_model_loader,0.01.419.140 I llama_model_loader,0.01.434.943 I llama_model_loader,0.01.434.944 I llama_model_loader,0.01.434.945 I llama_model_loader,0.01.434.946 I print_info,0.01.434.947 I print_info,0.01.444.003 I llama_model_loader,0.01.444.004 I llama_model_loader,0.01.444.005 I llama_model_loader,0.01.444.008 I llama_model_loader,0.01.444.009 I llama_model_loader,0.01.444.010 I print_info,0.01.444.011 I print_info,0.01.468.722 I load,0.01.484.953 I load,0.01.484.954 I load,0.01.485.110 I load,0.01.504.695 I load,0.01.508.154 I load,0.01.520.077 I load,0.01.520.078 I load,0.01.520.079 I load,0.01.520.195 I load,0.01.522.525 I load,0.01.522.526 I load,0.01.522.644 I load,0.01.522.949 I load,0.01.522.973 I print_info,0.01.522.974 I print_info,0.01.522.975 I print_info,0.01.522.976 I print_info,0.01.522.986 I print_info,0.01.522.987 I print_info,0.01.522.988 I print_info,0.01.522.990 I print_info,0.01.522.991 I print_info,0.01.522.992 I print_info,0.01.522.993 I print_info,0.01.522.994 I print_info,0.01.522.995 I print_info,0.01.522.996 I print_info,0.01.523.029 I print_info,0.01.523.031 I print_info,0.01.523.033 I print_info,0.01.523.034 I print_info,0.01.523.035 I print_info,0.01.523.036 I print_info,0.01.523.038 I print_info,0.01.523.040 I print_info,0.01.523.041 I print_info,0.01.523.042 I print_info,0.01.523.043 I print_info,0.01.523.044 I print_info,0.01.523.045 I print_info,0.01.523.046 I print_info,0.01.523.047 I print_info,0.01.556.270 I load,0.01.556.291 I print_info,0.01.556.292 I print_info,0.01.556.293 I print_info,0.01.556.294 I print_info,0.01.556.303 I print_info,0.01.556.304 I print_info,0.01.556.305 I print_info,0.01.556.306 I print_info,0.01.556.307 I print_info,0.01.556.309 I print_info,0.01.556.311 I print_info,0.01.556.312 I print_info,0.01.556.313 I print_info,0.01.556.314 I print_info,0.01.556.315 I print_info,0.01.556.316 I print_info,0.01.556.317 I print_info,0.01.556.319 I print_info,0.01.556.320 I print_info,0.01.556.321 I print_info,0.01.556.322 I print_info,0.01.558.679 I load,0.01.558.700 I print_info,0.01.558.701 I print_info,0.01.558.702 I print_info,0.01.558.703 I print_info,0.01.558.711 I print_info,0.01.558.712 I print_info,0.01.558.713 I print_info,0.01.558.714 I print_info,0.01.558.716 I print_info,0.01.558.717 I print_info,0.01.558.718 I print_info,0.01.558.720 I print_info,0.01.558.721 I print_info,0.01.558.722 I print_info,0.01.558.723 I print_info,0.01.558.724 I print_info,0.01.558.725 I print_info,0.01.558.726 I print_info,0.01.558.728 I print_info,0.01.558.729 I print_info,0.01.558.730 I print_info,0.01.558.731 I print_info,0.01.897.634 I load_tensors,0.01.897.640 I load_tensors,0.01.897.641 I load_tensors,0.01.897.642 I load_tensors,0.01.897.643 I load_tensors,0.01.936.690 I load_tensors,0.01.936.696 I load_tensors,0.01.936.697 I load_tensors,0.01.936.698 I load_tensors,0.01.936.699 I load_tensors,0.01.936.700 I load_tensors,0.01.941.335 I load_tensors,0.01.941.336 I load_tensors,0.01.941.342 I load_tensors,0.01.941.343 I load_tensors,0.01.941.344 I load_tensors,0.01.941.345 I load_tensors,0.02.612.405 I common_memory_breakdown_print,0.02.675.495 I common_params_fit_impl,0.02.675.516 I common_fit_params,0.02.770.668 I common_memory_breakdown_print,0.02.827.039 I common_params_fit_impl,0.02.827.044 I common_fit_params,0.02.849.124 I llama_model_loader,0.02.849.131 I llama_model_loader,0.02.849.132 I llama_model_loader,0.02.860.406 I llama_model_loader,0.02.860.412 I llama_model_loader,0.02.885.460 I llama_model_loader,0.02.885.461 I llama_model_loader,0.02.885.462 I llama_model_loader,0.02.885.464 I llama_model_loader,0.02.885.465 I llama_model_loader,0.02.885.466 I print_info,0.02.885.467 I print_info,0.02.916.956 I llama_model_loader,0.02.916.957 I llama_model_loader,0.02.916.958 I llama_model_loader,0.02.916.959 I llama_model_loader,0.02.916.963 I llama_model_loader,0.02.916.965 I llama_model_loader,0.02.916.967 I print_info,0.02.916.968 I print_info,0.02.954.288 I load,0.02.969.402 I load,0.02.969.403 I load,0.02.969.531 I load,0.03.005.852 I load,0.03.005.873 I print_info,0.03.005.874 I print_info,0.03.005.875 I print_info,0.03.005.884 I print_info,0.03.005.885 I print_info,0.03.005.886 I print_info,0.03.005.887 I print_info,0.03.005.888 I print_info,0.03.005.889 I print_info,0.03.005.890 I print_info,0.03.005.892 I print_info,0.03.005.894 I print_info,0.03.005.895 I print_info,0.03.005.897 I print_info,0.03.005.898 I print_info,0.03.005.899 I print_info,0.03.005.900 I print_info,0.03.005.901 I print_info,0.03.005.902 I print_info,0.03.005.903 I print_info,0.03.019.206 I load,0.03.039.268 I load,0.03.039.275 I load,0.03.039.280 I load,0.03.039.428 I load,0.03.092.042 I load,0.03.092.098 I print_info,0.03.092.105 I print_info,0.03.092.110 I print_info,0.03.092.116 I print_info,0.03.092.122 I print_info,0.03.092.128 I print_info,0.03.092.134 I print_info,0.03.092.140 I print_info,0.03.092.145 I print_info,0.03.092.162 I print_info,0.03.092.169 I print_info,0.03.092.189 I print_info,0.03.092.199 I print_info,0.03.092.206 I print_info,0.03.092.212 I print_info,0.03.092.218 I print_info,0.03.092.226 I print_info,0.03.092.233 I print_info,0.03.092.240 I print_info,0.03.092.246 I print_info,0.03.092.260 I print_info,0.03.092.266 I print_info,0.03.092.271 I print_info,0.03.092.277 I print_info,0.03.092.282 I print_info,0.03.092.289 I print_info,0.03.092.295 I print_info,0.03.092.300 I print_info,0.03.092.306 I print_info,0.03.092.312 I print_info,0.03.092.317 I print_info,0.03.092.322 I print_info,0.03.092.328 I print_info,0.03.092.341 I print_info,0.03.092.346 I print_info,0.03.092.352 I print_info,0.03.092.358 I print_info,0.03.092.369 I print_info,0.03.092.376 I print_info,0.03.092.401 I print_info,0.03.092.421 I print_info,0.03.092.427 I print_info,0.03.092.433 I print_info,0.03.092.438 I print_info,0.03.092.444 I print_info,0.03.092.451 I print_info,0.03.092.464 I print_info,0.03.092.469 I print_info,0.03.092.474 I print_info,0.03.092.480 I print_info,0.03.092.485 I print_info,0.03.092.490 I print_info,0.03.092.496 I print_info,0.03.092.501 I print_info,0.03.092.507 I print_info,0.03.092.512 I print_info,0.03.295.847 I load_tensors,0.03.295.853 I load_tensors,0.03.295.854 I load_tensors,0.03.295.855 I load_tensors,0.03.295.856 I load_tensors,0.03.295.857 I load_tensors,0.03.530.550 I load_tensors,0.03.530.556 I load_tensors,0.03.530.569 I load_tensors,0.03.530.575 I load_tensors,0.03.530.581 I load_tensors,0.03.530.587 I load_tensors,0.03.530.593 I load_tensors,0.03.530.598 I load_tensors,0.03.530.604 I load_tensors,0.03.530.610 I load_tensors,0.1% KLD,0.1% Δp,0.10.710.577 I common_memory_breakdown_print,0.10.764.995 I common_params_fit_impl,0.10.765.002 I common_fit_params,0.10.912.926 I llama_model_loader,0.10.912.933 I llama_model_loader,0.10.994.239 I llama_model_loader,0.10.994.240 I llama_model_loader,0.10.994.241 I llama_model_loader,0.10.994.242 I llama_model_loader,0.10.994.246 I llama_model_loader,0.10.994.247 I llama_model_loader,0.10.994.248 I llama_model_loader,0.10.994.250 I print_info,0.10.994.251 I print_info,0.11.085.781 I load,0.11.116.002 I load,0.11.116.009 I load,0.11.116.015 I load,0.11.116.214 I load,0.11.171.363 I load,0.11.171.441 I print_info,0.11.171.451 I print_info,0.11.171.457 I print_info,0.11.171.462 I print_info,0.11.171.468 I print_info,0.11.171.474 I print_info,0.11.171.479 I print_info,0.11.171.484 I print_info,0.11.171.489 I print_info,0.11.171.505 I print_info,0.11.171.512 I print_info,0.11.171.517 I print_info,0.11.171.522 I print_info,0.11.171.527 I print_info,0.11.171.533 I print_info,0.11.171.538 I print_info,0.11.171.544 I print_info,0.11.171.550 I print_info,0.11.171.557 I print_info,0.11.171.563 I print_info,0.11.171.575 I print_info,0.11.171.580 I print_info,0.11.171.586 I print_info,0.11.171.591 I print_info,0.11.171.597 I print_info,0.11.171.603 I print_info,0.11.171.608 I print_info,0.11.171.613 I print_info,0.11.171.618 I print_info,0.11.171.623 I print_info,0.11.171.628 I print_info,0.11.171.634 I print_info,0.11.171.639 I print_info,0.11.171.650 I print_info,0.11.171.655 I print_info,0.11.171.660 I print_info,0.11.171.665 I print_info,0.11.171.677 I print_info,0.11.171.682 I print_info,0.11.171.687 I print_info,0.11.171.699 I print_info,0.11.171.704 I print_info,0.11.171.710 I print_info,0.11.171.715 I print_info,0.11.171.720 I print_info,0.11.171.725 I print_info,0.11.171.730 I print_info,0.11.171.735 I print_info,0.11.171.740 I print_info,0.11.171.745 I print_info,0.11.171.750 I print_info,0.11.171.755 I print_info,0.11.171.760 I print_info,0.11.171.766 I print_info,0.11.171.771 I print_info,0.11.171.776 I print_info,0.11.583.425 I load_tensors,0.11.583.435 I load_tensors,0.11.583.447 I load_tensors,0.11.583.454 I load_tensors,0.11.583.459 I load_tensors,0.11.583.465 I load_tensors,0.11.583.471 I load_tensors,0.11.583.476 I load_tensors,0.11.583.482 I load_tensors,0.11.583.488 I load_tensors,1.0% KLD,1.0% Δp,1.16.414.011 I llama_context,1.16.414.012 I llama_context,1.16.414.016 I llama_context,1.16.414.017 I llama_context,1.16.419.623 I llama_context,1.16.420.256 I llama_kv_cache,1.16.430.984 I llama_kv_cache,1.16.442.587 I llama_kv_cache,1.16.453.061 I llama_kv_cache,1.16.463.617 I llama_kv_cache,1.16.471.262 I llama_kv_cache,1.16.471.555 I llama_kv_cache,1.16.471.656 I llama_kv_cache,1.16.561.188 I resolve_fused_ops,1.16.566.124 I resolve_fused_ops,1.16.570.514 I resolve_fused_ops,1.16.574.953 I resolve_fused_ops,1.16.768.416 I sched_reserve,1.16.768.429 I sched_reserve,1.16.768.430 I sched_reserve,1.16.768.431 I sched_reserve,1.16.768.432 I sched_reserve,1.16.768.433 I sched_reserve,1.16.768.435 I sched_reserve,1.16.768.437 I sched_reserve,1.16.930.779 I system_info,1.16.950.682 I kl_divergence,1.45.425.034 I llama_context,1.45.425.035 I llama_context,1.45.425.036 I llama_context,1.45.425.040 I llama_context,1.45.425.041 I llama_context,1.45.430.977 I llama_context,1.45.431.692 I llama_kv_cache,1.45.443.519 I llama_kv_cache,1.45.459.132 I llama_kv_cache,1.45.475.339 I llama_kv_cache,1.45.487.595 I llama_kv_cache,1.45.493.979 I llama_kv_cache,1.45.494.274 I llama_kv_cache,1.45.494.398 I llama_kv_cache,1.45.585.744 I resolve_fused_ops,1.45.590.784 I resolve_fused_ops,1.45.595.296 I resolve_fused_ops,1.45.599.730 I resolve_fused_ops,1.45.788.332 I sched_reserve,1.45.788.347 I sched_reserve,1.45.788.348 I sched_reserve,1.45.788.349 I sched_reserve,1.45.788.350 I sched_reserve,1.45.788.351 I sched_reserve,1.45.788.352 I sched_reserve,1.45.788.354 I sched_reserve,1.45.963.483 I system_info,1.48.093.329 I kl_divergence,10.0% KLD,10.0% Δp,12.13.411.434 I llama_perf_context_print,12.13.411.439 I llama_perf_context_print,12.13.411.440 I llama_perf_context_print,12.13.411.725 I common_memory_breakdown_print,13.13.273.140 I llama_perf_context_print,13.13.273.144 I llama_perf_context_print,13.13.273.145 I llama_perf_context_print,13.13.273.392 I common_memory_breakdown_print,2.11.172.353 I llama_context,2.11.172.354 I llama_context,2.11.172.355 I llama_context,2.11.172.359 I llama_context,2.11.172.360 I llama_context,2.11.178.132 I llama_context,2.11.178.935 I llama_kv_cache,2.11.189.582 I llama_kv_cache,2.11.207.906 I llama_kv_cache,2.11.224.182 I llama_kv_cache,2.11.242.046 I llama_kv_cache,2.11.256.452 I llama_kv_cache,2.11.262.362 I llama_kv_cache,2.11.262.462 I llama_kv_cache,2.11.262.463 I llama_kv_cache,2.11.343.883 I resolve_fused_ops,2.11.348.253 I resolve_fused_ops,2.11.352.591 I resolve_fused_ops,2.11.357.082 I resolve_fused_ops,2.11.529.808 I sched_reserve,2.11.529.825 I sched_reserve,2.11.529.826 I sched_reserve,2.11.529.827 I sched_reserve,2.11.529.828 I sched_reserve,2.11.529.829 I sched_reserve,2.11.529.830 I sched_reserve,2.11.529.832 I sched_reserve,2.11.746.326 I system_info,2.13.769.190 I kl_divergence,2.15.923.338 I llama_context,2.15.923.339 I llama_context,2.15.923.340 I llama_context,2.15.923.344 I llama_context,2.15.923.345 I llama_context,2.15.929.165 I llama_context,2.15.929.913 I llama_kv_cache,2.15.941.635 I llama_kv_cache,2.15.961.914 I llama_kv_cache,2.15.977.647 I llama_kv_cache,2.15.988.245 I llama_kv_cache,2.15.995.580 I llama_kv_cache,2.15.995.884 I llama_kv_cache,2.15.995.996 I llama_kv_cache,2.16.083.730 I resolve_fused_ops,2.16.087.868 I resolve_fused_ops,2.16.092.028 I resolve_fused_ops,2.16.096.184 I resolve_fused_ops,2.16.284.659 I sched_reserve,2.16.284.675 I sched_reserve,2.16.284.676 I sched_reserve,2.16.284.677 I sched_reserve,2.16.284.678 I sched_reserve,2.16.284.679 I sched_reserve,2.16.284.680 I sched_reserve,2.16.284.681 I sched_reserve,2.16.284.682 I sched_reserve,2.16.530.181 I system_info,2.18.582.277 I kl_divergence,2.41.117.183 I llama_context,2.41.117.184 I llama_context,2.41.117.188 I llama_context,2.41.117.189 I llama_context,2.41.122.964 I llama_context,2.41.123.444 I llama_kv_cache,2.41.133.216 I llama_kv_cache,2.41.144.891 I llama_kv_cache,2.41.155.786 I llama_kv_cache,2.41.166.194 I llama_kv_cache,2.41.183.686 I llama_kv_cache,2.41.202.013 I llama_kv_cache,2.41.202.126 I llama_kv_cache,2.41.283.799 I resolve_fused_ops,2.41.288.084 I resolve_fused_ops,2.41.292.324 I resolve_fused_ops,2.41.296.557 I resolve_fused_ops,2.41.467.606 I sched_reserve,2.41.467.622 I sched_reserve,2.41.467.623 I sched_reserve,2.41.467.624 I sched_reserve,2.41.467.625 I sched_reserve,2.41.467.626 I sched_reserve,2.41.467.627 I sched_reserve,2.41.467.629 I sched_reserve,2.41.653.669 I system_info,2.43.604.237 I kl_divergence,25.0% Δp,3.55.540.072 I llama_context,3.55.540.073 I llama_context,3.55.540.077 I llama_context,3.55.540.078 I llama_context,3.55.546.161 I llama_context,3.55.546.939 I llama_kv_cache,3.55.564.982 I llama_kv_cache,3.55.573.584 I llama_kv_cache,3.55.588.550 I llama_kv_cache,3.55.599.252 I llama_kv_cache,3.55.615.533 I llama_kv_cache,3.55.632.468 I llama_kv_cache,3.55.632.615 I llama_kv_cache,3.55.724.216 I resolve_fused_ops,3.55.728.756 I resolve_fused_ops,3.55.733.359 I resolve_fused_ops,3.55.737.766 I resolve_fused_ops,3.55.912.734 I sched_reserve,3.55.912.745 I sched_reserve,3.55.912.746 I sched_reserve,3.55.912.747 I sched_reserve,3.55.912.748 I sched_reserve,3.55.912.749 I sched_reserve,3.55.912.750 I sched_reserve,3.55.912.752 I sched_reserve,3.56.093.169 I system_info,3.58.076.596 I kl_divergence,4.55.436.292 I llama_perf_context_print,4.55.436.296 I llama_perf_context_print,4.55.436.297 I llama_perf_context_print,4.55.436.503 I common_memory_breakdown_print,5.0% KLD,5.0% Δp,5.09.623.584 I llama_perf_context_print,5.09.623.589 I llama_perf_context_print,5.09.623.807 I common_memory_breakdown_print,5.31.428.514 I llama_perf_context_print,5.31.428.518 I llama_perf_context_print,5.31.428.731 I common_memory_breakdown_print,6.36.692.945 I llama_perf_context_print,6.36.692.952 I llama_perf_context_print,6.36.692.953 I llama_perf_context_print,6.36.693.163 I common_memory_breakdown_print,75.0% Δp,90.0% KLD,90.0% Δp,95.0% KLD,95.0% Δp,99.0% KLD,99.0% Δp,99.9% KLD,99.9% Δp,"Cor(ln(PPL(Q)), ln(PPL(base)))",Maximum KLD,Maximum Δp,Mean KLD_std,Mean PPL(Q)-PPL(base)_mean,Mean PPL(Q)-PPL(base)_std,Mean PPL(Q)/PPL(base)_mean,Mean PPL(Q)/PPL(base)_std,Mean PPL(Q)_mean,Mean PPL(Q)_std,Mean PPL(base)_mean,Mean PPL(base)_std,Mean ln(PPL(Q)/PPL(base))_mean,Mean ln(PPL(Q)/PPL(base))_std,Mean Δp_mean,Mean Δp_std,Median KLD,Median Δp,Minimum KLD,Minimum Δp,RMS Δp_mean,RMS Δp_std,Same top p_mean,Same top p_std,file_path,file_size_gib,is_self_ref,mixture
2
+ MiniMax-M3-IQ2_S (aes_sedai),143.89214183424,2.7,0.397892,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-14929610531.0,170240.670651,1.09,,,,-1.0,-6.0,-45.3218,-48.3,-49.6,-32583.0,-357.0,3.0,6.0,,,,,,,,,0.0,-200005.0,-200020.0,61.0,1.3356,-3.0,1048576.0,60.0,64.0,0.0,128.0,16.0,512.0,512.0,0.0,0.0,128.0,2.0,0.0,428.23,0.3,199744.0,200001.0,200005.0,256.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6161.0,14942.83,121240.16,221240.16,521240.16,961.61,,,,,,,,,,,0.0,-97.787,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.8e-05,-83.205,512.0,1.0,5000000.0,8192.0,12.21,168.0,1180.0,2180.0,3180.0,4160.0,5180.0,6140.0,128.0,4.0,4.0,4.0,4.0,2842.62,13275.62,23275.62,43178.62,53275.62,531.0,1832819281.0,296.704,4.848561200141313e+47,552512819216.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.00132,-26.119,,,,,74044.74,716342.61282625,33.0,-14929610531.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-7.341,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.000262,-45.483,,,,,,,,,,,0.331,1.014117,6.923,1.722604,15.082,3.908828,40.937,9.88673,83.39,89.45,29.887363,99.984,0.002336,1.451523,0.0217,1.279929,0.004016,6.636852,0.046125,5.185329,0.034498,0.246804,0.003137,-5.541,0.052,0.125476,-0.344,-0.000185,-99.997,20.227,0.081,77.495,0.111,kld/MiniMax-M3/wiki-test-raw/aes_sedai/MiniMax-M3-IQ2_S.md,134.01,False,Q6_K / IQ2_XS / IQ2_XS / IQ3_XXS
3
+ MiniMax-M3-IQ3_S (aes_sedai),158.95673962496,2.98,0.321256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-14929610531.0,184604.670651,2.57,,,,-1.0,-5.12816,-6.0,,,,,,,,,,-45.3218,-47.2,-48.3,-49.6,-32583.0,-2114.0,3.0,6.0,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,-200004.0,-200005.0,-200020.0,61.0,1.3356,-3.0,0.0,0.0,1048576.0,6144.0,6144.0,6144.0,60.0,60.0,64.0,4.0,64.0,0.0,0.0,128.0,128.0,16.0,512.0,512.0,0.0,0.0,0.0,0.0,0.0,0.0,12288.0,128.0,4.0,0.0,0.0,1.0,-1.0,2.0,5000000.0,1.0,1048576.0,0.0,428.23,426.17,0.3,200064.0,199744.0,200019.0,200020.0,200020.0,200000.0,10.0,200001.0,200003.0,200002.0,200004.0,200005.0,200004.0,200005.0,200020.0,256.0,,,,,,,59.0,6161.0,16454.83,123508.16,223508.16,323508.16,420896.14,523508.16,619245.76,961.61,0.0,-97.025,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.2e-05,-77.02,,,,,,,,,,,,,,,,,,,,,,,,,,,,16.0,512.0,1.0,5000000.0,8192.0,12.21,168.0,1180.0,2180.0,3180.0,4160.0,5180.0,6140.0,128.0,4.0,4.0,4.0,4.0,2842.62,13275.62,23275.62,43178.62,69055.75,531.0,1832819281.0,293.874,4.848561200141313e+47,552512819216.0,0.00093,-21.228,103045.82,627448.24282625,33.0,-14929610531.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-5.579,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.000189,-38.507,,,,,,,,,,,0.399,0.810823,6.66,1.386801,14.218,3.279014,37.919,8.872003,79.113,91.34,32.643654,99.991,0.002052,1.232138,0.019418,1.23762,0.003541,6.417468,0.04492,5.185329,0.034498,0.21319,0.002861,-4.371,0.047,0.092674,-0.208,-0.000293,-100.0,18.07,0.079,79.896,0.107,kld/MiniMax-M3/wiki-test-raw/aes_sedai/MiniMax-M3-IQ3_S.md,148.04,False,Q6_K / IQ2_S / IQ2_S / IQ3_S
4
+ MiniMax-M3-IQ4_XS (aes_sedai),203.06605375488002,3.81,0.151112,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-1e-06,-86.46,-14929610531.0,226670.670651,10.64,-1.0,-6.0,-45.3218,-47.3,-48.4,-49.6,-32583.0,-6422.0,-457.0,3.0,6.0,0.0,-200004.0,-200005.0,-200020.0,61.0,1.3356,-3.0,0.0,0.0,1048576.0,6144.0,6144.0,6144.0,60.0,60.0,64.0,4.0,64.0,0.0,0.0,128.0,128.0,16.0,512.0,512.0,0.0,0.0,0.0,0.0,0.0,0.0,12288.0,128.0,4.0,0.0,0.0,1.0,-1.0,2.0,5000000.0,1.0,1048576.0,0.0,428.23,426.17,0.3,200064.0,199744.0,200019.0,200020.0,200020.0,200000.0,10.0,200001.0,200003.0,200002.0,200004.0,200005.0,200004.0,200005.0,200020.0,256.0,59.0,6161.0,20882.83,130150.16,230150.16,330150.16,426800.14,530150.16,624411.76,961.61,4e-06,-49.742,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.00033,-11.021,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,8192.0,8192.0,1.0,0.0,8192.0,12.21,168.0,1180.0,2180.0,3180.0,4160.0,5180.0,6140.0,128.0,4.0,4.0,4.0,4.0,2842.62,13275.62,33275.62,53275.62,69055.75,531.0,29701819265021.0,1832819281.0,288.564,4.848561200141313e+47,552512819216.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,-2.632,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.7e-05,-20.506,125535.27,33.0,-14929610531.0,,,,,,,,0.508,0.339806,5.316,0.598541,10.991,1.656664,29.939,7.269484,69.121,95.79,31.82596,99.998,0.001437,0.472062,0.011358,1.091038,0.002141,5.657391,0.038606,5.185329,0.034498,0.08713,0.001963,-1.845,0.032,0.036945,-0.045,-0.000255,-99.998,12.019,0.068,86.522,0.091,kld/MiniMax-M3/wiki-test-raw/aes_sedai/MiniMax-M3-IQ4_XS.md,189.12,False,Q6_K / IQ3_S / IQ3_S / IQ4_XS
5
+ MiniMax-M3-Q4_K_M (aes_sedai),264.25860030464,4.96,0.068863,,,-177612450531.0,,,,,,,,284743.670651,0.99,,,,,,,,,,,-1.0,-6.0,,,,,,-46.4,-48.5,-49.8,-4114.0,-557.0,3.0,80.0,,,,,,0.0,,,,,-200004.0,-200020.0,61.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.3356,-3.0,1048576.0,6144.0,60.0,64.0,4.0,0.0,16.0,512.0,512.0,0.0,0.0,0.0,0.0,2.0,1048576.0,428.23,0.3,200020.0,200002.0,200005.0,256.0,,,,,,6161.0,139238.19,339238.19,539238.19,631764.13,1245.52,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-3e-06,-60.571,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1e-06,-27.913,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.000114,-5.483,,,,,,,,,16.0,8192.0,1.0,0.0,8192.0,12.21,168.0,1180.0,2180.0,3180.0,4160.0,5180.0,6140.0,128.0,128.0,4.0,4.0,4.0,4.0,2842.62,13275.62,33275.62,53275.62,69055.75,531.0,1832819281.0,267.264,4.848561200141313e+47,552512819216.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-1.065,,,,,,,,,,,,,,,,,,,,,,,,,,,,130301.67,163690.26282625,33.0,-177612450531.0,2.3e-05,-10.482,,,,,,,,,,,0.618,0.137425,4.312,0.247574,8.585,0.757645,23.705,4.9636,57.064,98.02,26.547745,99.998,0.000982,0.097519,0.007016,1.018807,0.001355,5.282848,0.035408,5.185329,0.034498,0.018632,0.00133,-0.373,0.021,0.01407,-0.002,-0.000314,-99.995,7.892,0.059,91.221,0.075,kld/MiniMax-M3/wiki-test-raw/aes_sedai/MiniMax-M3-Q4_K_M.md,246.11,False,Q8_0 / Q4_K / Q4_K / Q5_K
6
+ MiniMax-M3-Q5_K_M (aes_sedai),316.9685864448,5.95,0.041986,-177612450531.0,,,335017.670651,0.97,,,-1.0,-5.12816,-6.0,,,-45.327,-48.6,-49.8,-32583.0,-657.0,3.0,80.0,,,,,,,,,,,,,,,,,,0.0,-200004.0,-200020.0,61.0,,,,,,,,,,1.3356,-3.0,0.0,6144.0,60.0,4.0,0.0,16.0,512.0,512.0,0.0,0.0,0.0,128.0,1.0,-1.0,2.0,5000000.0,1.0,0.0,428.23,0.3,199744.0,200020.0,200000.0,200003.0,200005.0,200004.0,200020.0,256.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6161.0,147176.19,347176.19,547176.19,1245.52,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-4e-06,-42.702,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,-17.904,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.7e-05,-3.559,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,512.0,1.0,1.0,8192.0,12.21,168.0,1180.0,2180.0,3180.0,4160.0,5180.0,6140.0,128.0,4.0,4.0,4.0,4.0,2842.62,13275.62,23275.62,53275.62,69055.75,531.0,1832819281.0,265.394,4.848561200141313e+47,552512819216.0,-0.64,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.1e-05,-6.823,,,,160243.7,33.0,-177612450531.0,,,,,0.515,0.064972,3.237,0.118016,6.23,0.395825,16.783,4.873271,45.81,98.68,34.987473,99.999,0.001016,0.033577,0.005657,1.006475,0.001092,5.218907,0.034969,5.185329,0.034498,0.006455,0.001085,-0.105,0.015,0.006906,-0.0,-0.000255,-99.947,5.793,0.062,93.807,0.064,kld/MiniMax-M3/wiki-test-raw/aes_sedai/MiniMax-M3-Q5_K_M.md,295.2,False,Q8_0 / Q5_K / Q5_K / Q6_K
7
+ MiniMax-M3-Q8_0 (aes_sedai),452.94725103616,8.5,0.030136,,-177612450531.0,,,,464691.670651,0.99,,,,,,,,,,,,,-1.0,-4.3,-6.0,,,-44.322,-45.327,-80707.0,3.0,80.0,,,,,,,,,,,,0.0,,-200004.0,-200005.0,-200020.0,61.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.3356,-3.0,1048576.0,6144.0,60.0,64.0,0.0,128.0,16.0,512.0,0.0,0.0,0.0,1.0,2.0,1.0,0.0,0.3,200020.0,200002.0,200005.0,256.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,59.0,6161.0,46114.47,267651.05,567651.05,1245.52,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-4e-06,-37.481,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.0,-13.044,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3.3e-05,-2.581,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.469,512.0,1.0,1.0,8192.0,12.21,168.0,1180.0,2180.0,3180.0,4160.0,5180.0,6140.0,128.0,4.0,4.0,4.0,4.0,2842.62,13275.62,33275.62,53275.62,69055.75,531.0,1832819281.0,280.024,4.848561200141313e+47,552512819216.0,,,,,6e-06,-4.917,,,,,,,234657.61,160600.02282625,33.0,-177612450531.0,0.407,0.038392,2.481,0.072522,4.845,0.285154,12.863,3.996085,37.762,98.98,24.18799,99.99,0.000884,0.017408,0.004973,1.003357,0.000959,5.202737,0.034827,5.185329,0.034498,0.003352,0.000956,-0.026,0.013,0.003958,-0.0,-0.00023,-100.0,4.761,0.069,95.143,0.057,kld/MiniMax-M3/wiki-test-raw/aes_sedai/MiniMax-M3-Q8_0.md,421.84,False,
lens/m3_full.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7357ee0ab2be011f9d312b471eeaa1c749e4a78f7900f75e0f024012264540f6
3
+ size 4076878401
mmproj-MiniMax-M3-BF16.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:76c94d2446d0b972acf236df9fdea17a94ba44931c57317f93ac5d156a7b79f4
3
+ size 1735294560
mmproj-MiniMax-M3-F16.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bc3b250e00d8a676ab2711da41ca23932e02cd0adff11c5ec529809707fa0f06
3
+ size 1732284000
mmproj-MiniMax-M3-F32.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5a11cf6ca85b7eae33fd5a76f9b932c0c937c059168b09aaed3a7eca252a70a1
3
+ size 3462299232
mmproj-MiniMax-M3-Q8_0.gguf ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7eedbd6789c303f7f8515b299a0a5442d7c973a3503b03f78152605e1ee5ec1d
3
+ size 925761120