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logs/cont64k_len_16360/gen/cont64k_niah_single.log ADDED
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+ === Llama Context Parallel Training Script (bluscriptCP) ===
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+ [CP attn fusion] split (Stage-2 rope-once + Stage-3 Hopper causal-attn kernels)
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+ ================ Configuration (bluscriptCP) ================
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+ d_model/layers : 1536 / 36
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+ q/kv heads : 12 / 4 (G=3, hd=128)
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+ ffn_hidden : 4096 (SwiGLU)
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+ context_length : 65536
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+ vocab_size : 50304 tying=0
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+ B x T : 1 x 65536
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+ world_size : 1 (dp=1 x cp=1)
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+ CP_ATTN_MODE : ring (load_balance=HeadTail)
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+ global_batch : 524288 (grad_accum=8)
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+ precision : bf16 Linears + fp32 norms/residual/logits (fp32 master weights in AdamW) [mask=15 QKV WO MLP HEAD]
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+ max_lr/min_lr : 0.0006 / 6e-05
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+ warmup/steps : 91 / 917 (cosine, no stable phase)
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+ checkpointing : true (ckpt_freq=50, dir=checkpoints_bluscriptcp)
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+ =============================================================
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+ Initializing model on CUDA device 0...
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+ [YaRN] build_rope_cache: seq_len=65536 hd=128 scale=2.000 low=24 high=42 m=1.0693
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+ [InitFrom] weights loaded from /root/Adhi/BluTrain/dist/Context_Parallelism/checkpoints_bluscriptcp/rank_0/blumodelcp_run4_step_1651.ckpt (base step 1651, loss 1.14331) -- optimizer state and RNG intentionally NOT restored; pair with CP_REWARMUP
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+ Parameters: 1060624896
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+ Parameters per GPU: 1060624896
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+ max_steps: 917
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+ warmup_steps: 91
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+ [precision] bf16 params=217, all with fp32 master weights
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+ found 9 shards for split train
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+ found 1 shards for split val
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+ Saving logs to: CP_BluScreipt_Training_logs/CP_Training_log6.csv (run 6)
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+ [rope_theta] 500000 compiled default (no sidecar -- legacy run, assuming it was trained at this base)
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+ Checkpointing: ON -> checkpoints_bluscriptcp/blumodelcp_run6_step_<N>.ckpt (every 50 steps, keep 6)
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+ [gen] 100 prompts x 16360 tok, max_new=24 greedy -> /root/Adhi/BluTrain/dist/Context_Parallelism/cont64k_len_16360/gen/cont64k_niah_single.csv
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+ [gen] 10/100
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+ [gen] 20/100
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+ [gen] 30/100
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+ [gen] 40/100
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+ [gen] 50/100
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+ [gen] 60/100
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+ [gen] 70/100
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+ [gen] 80/100
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+ [gen] 90/100
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+ [gen] 100/100
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+ [gen] wrote /root/Adhi/BluTrain/dist/Context_Parallelism/cont64k_len_16360/gen/cont64k_niah_single.csv
logs/cont64k_len_16360/master.log ADDED
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+ [18:22:46] longeval: T=65536 prompt_len=16360 max_new=24 n=100 greedy=1 gpus=1
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+ [18:22:46] haystack: /root/Adhi/BluTrain/dist/Context_Parallelism/Data_Loader/Data/b2_8192_16384/val_shard_00000.bin
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+ [18:22:46] prompt signature changed -- regenerating prompts and clearing state
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+ [18:22:46] generating prompts: niah_single
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+ niah_single 100 x 16360 tok -> cont64k_len_16360/prompts/niah_single_prompts.bin
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+ [18:22:50] fan-out: 1 GPU(s), NP=1 -> 1 concurrent job(s)
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+ [18:22:50] 1 job(s) to run
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+ [18:22:50] [gpu 1] cont64k / niah_single
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+ [18:36:52] scoring cont64k / niah_single
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+
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+ === niah_single (prompt_len=16360, n=100) ===
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+ accuracy: 17/100 = 17.0%
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+ depth acc (needle position in context)
14
+ 0.00 0/20 0.0%
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+ 0.25 0/20 0.0%
16
+ 0.50 0/20 0.0%
17
+ 0.75 5/20 25.0%
18
+ 1.00 12/20 60.0%
19
+
20
+ --- 2 sample generations ---
21
+ [MISS] expect=8056020
22
+ got= the first choice. Play Video Set Up Up Up Up Up Up Up Up Up Up Up Up Up Up Up Up Up
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+ [MISS] expect=5343902
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+ got=?\nThe answer: The first number behind head.)\n
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+
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+ wrote cont64k_len_16360/scores/cont64k_niah_single.csv
27
+ [18:36:52] building summary
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+
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+ === per-task accuracy % (secondary/descriptive: ~10 per depth cell) ===
30
+ task cont64k
31
+ niah_single 17.0
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+
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+ === PRIMARY: accuracy % pooled by depth across tasks (+-95% Wilson) ===
34
+ depth cont64k
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+ 0.00 0.0+- 8.1
36
+ 0.25 0.0+- 8.1
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+ 0.50 0.0+- 8.1
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+ 0.75 25.0+-17.8
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+ 1.00 60.0+-19.7
40
+
41
+ wrote cont64k_len_16360/summary.csv and cont64k_len_16360/depth_summary.csv
42
+ [18:36:52] DONE -> cont64k_len_16360/summary.csv
logs/cont64k_len_16360/prompts/.signature ADDED
@@ -0,0 +1 @@
 
 
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+ N=100|LEN=16360|DEPTHS=0.0,0.25,0.5,0.75,1.0|SEED=0|HAY=val_shard_00000.bin|HAYSZ=199754694
logs/cont64k_len_16360/prompts/niah_single_meta.json ADDED
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+ {
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+ "task": "niah_single",
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+ "prompt_len": 16360,
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+ "n": 100,
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+ "seed": 0,
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+ "items": [
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+ {
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+ "i": 0,
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+ "depth": 0.0,
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logs/cont64k_len_16360/scores/cont64k_niah_single.csv ADDED
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1
+ i,depth,ok,n_expected,n_hit,expected,generated
2
+ 0,0.0,0,1,0,8056020, the first choice. Play Video Set Up Up Up Up Up Up Up Up Up Up Up Up Up Up Up Up Up
3
+ 1,0.25,0,1,0,5343902,?\nThe answer: The first number behind head.)\n
4
+ 2,0.5,0,1,0,9152513, a game game game game game game game game game game game game game game game game game game game game game game game
5
+ 3,0.75,0,1,0,6088743," a good sign, but you’ll agree to the app.\n"
6
+ 4,1.0,0,1,0,7007071, to set the directory for the Samba Share (The Samba Share).\n
7
+ 5,0.0,0,1,0,9467240, a very good either. Why is it a good thing? The special thing is the first kind of nutmeg. It
8
+ 6,0.25,0,1,0,5728454, a special magic number for iceberg is a special magic number for iceberg is a special magic number for iceberg is a special magic
9
+ 7,0.5,0,1,0,2590996, the right thing.\n
10
+ 8,0.75,1,1,1,9934935, 9934935. Next step of the team is securing a crucial victory for the team heading in the World Cup 20
11
+ 9,1.0,0,1,0,6203412, the same number for jaguar is the same number for jaguar is the same number for jaguar is
12
+ 10,0.0,0,1,0,2237192, the first page.\n
13
+ 11,0.25,0,1,0,8921240, the\nEight days in Revelation.\n
14
+ 12,0.5,0,1,0,6935633, the first skill for glacier.\n
15
+ 13,0.75,0,1,0,6304900," cursed. Trying for the puppet machine, it is the magnum ed pills bultls like it relt blust"
16
+ 14,1.0,0,1,0,9002896, the number of the magic number for the nutmeg.\n
17
+ 15,0.0,0,1,0,9746862," stuck in your computer screen, and you have a tittle-Virus 'overhead' as one of the drawbacks"
18
+ 16,0.25,0,1,0,2044878, a special stone for quartz. No stone for quartz. No stone for quartz. No stone for quartz. No stone for
19
+ 17,0.5,0,1,0,2564842, a very goody-bottom one's place. Why do you have a bottle of dots?\n
20
+ 18,0.75,1,1,1,1019173, 1019173.\n
21
+ 19,1.0,1,1,1,6589080, 65890808080808080808080808080808080808080808080
22
+ 20,0.0,0,1,0,6456023," the wind speed number, which is the average efficiency number of the temperature, the average efficiency number of the temperature, the"
23
+ 21,0.25,0,1,0,4205573, the first of the first of the first of the first of the first of the first of the first of the first of
24
+ 22,0.5,0,1,0,5003310," a specific of hydropsoriasis, might expertise a rebound effect of their symptoms (sometimes severely)\n"
25
+ 23,0.75,0,1,0,8515682, exactly what time is you doing it is you doing it is you doing it is you doing it is you doing it is
26
+ 24,1.0,1,1,1,2349656, 2349656.
27
+ 25,0.0,0,1,0,9521829, a number of different time-of-day things of holding thing and accommodating everything that she opened up to -- or even
28
+ 26,0.25,0,1,0,2829687," a kind of cold, made … .\n"
29
+ 27,0.5,0,1,0,5883691, the number for that tundra is the number for that tundra is the number for that tundra is
30
+ 28,0.75,1,1,1,6582627," 6582627. thinking of, and, and that is grip strength. So when we think about vital signs"
31
+ 29,1.0,1,1,1,4409161, 4409161. Let's get it off?\n
32
+ 30,0.0,0,1,0,8465677, a crystal\nAnswer: The special magic number for sapphire is a crystal\n
33
+ 31,0.25,0,1,0,7457569, not a significant factor in the legal landscape.\n
34
+ 32,0.5,0,1,0,5061884, a special kind or a special kind or a special kind or a special kind or a special kind or a special kind or
35
+ 33,0.75,0,1,0,4084805," the first number for air, and if air, other data (Kalvin Air Tracker, 2022: 10).\n"
36
+ 34,1.0,1,1,1,4132801, 4132801. \n
37
+ 35,0.0,0,1,0,5363019, the special magic number for the water vapor. The next species to the tropical water vapor. The next species to the tropical
38
+ 36,0.25,0,1,0,2159058, the first state. So go to think about the legislature we can do pre-election or post-election reviews of a
39
+ 37,0.5,0,1,0,3184803," the key of the world is neither over and over"". I am in the sense.\n"
40
+ 38,0.75,0,1,0,1648297, the function of jaguar is the function of jaguar is the function of jaguar is the function of
41
+ 39,1.0,0,1,0,7564858, not the first of the medicine first. It is the medicine that the doctor got the medicine. The medicine is the best
42
+ 40,0.0,0,1,0,5624373," a maximum value for the next round of the simulation. As the first variable, the simulation is also expected for the ocean"
43
+ 41,0.25,0,1,0,4951063," the wind number, which is the order number, which is the order number, which is the order number, which is"
44
+ 42,0.5,0,1,0,8036754," the number of nutmeg, the number of nutmeg, the number of nutmeg, the number of nutmeg,"
45
+ 43,0.75,0,1,0,8559194," the very great fault, that what power they have. These fun smallereal wild waves were made in Harley Street;"
46
+ 44,1.0,1,1,1,6995632, 6995632. \n
47
+ 45,0.0,0,1,0,6441267, the speed of the speed of BEVs.\n
48
+ 46,0.25,0,1,0,9161179,". you do a comic portion of the new tragicomedy. those can sit tapuias and aimorés,"
49
+ 47,0.5,0,1,0,4194027," the container size, treated lumber, and the need for protecting packaging materials. The items can provide simple disposal routes or must"
50
+ 48,0.75,1,1,1,1271942," 1271942. spectra, because it does sort of look lot probably that’s used for the label"
51
+ 49,1.0,1,1,1,2965187, 2965187. \n
52
+ 50,0.0,0,1,0,7242134, a single number of the first number of the first number of the first number of the first number of the first number of
53
+ 51,0.25,0,1,0,6579030, a very small number of the kestrel. The kestrel. The kestrel. The kestrel
54
+ 52,0.5,0,1,0,2043416, the one skill!\n
55
+ 53,0.75,0,1,0,3455487, 3000001.\n
56
+ 54,1.0,1,1,1,1758901, 1758901.\n
57
+ 55,0.0,0,1,0,2241461, a good thing.\n
58
+ 56,0.25,0,1,0,3087819," the first thing that’s actually seen about we are paying for us to do the most possible, and that�"
59
+ 57,0.5,0,1,0,3008156, 1.0% received from 10 million in 2017 and around 34 million in 2022 . With the same frequency of posts have
60
+ 58,0.75,0,1,0,2535649, a random number of zephyr is a random number of zephyr is a random number of zephyr is
61
+ 59,1.0,1,1,1,2946931, 2946931.\n
62
+ 60,0.0,0,1,0,1363000, the first number for the channel. 2154\n
63
+ 61,0.25,0,1,0,4103314," a 2D object from the 1100-8 × 0.5 m or a 2D object, from 0.5"
64
+ 62,0.5,0,1,0,9040206, a lot of the kid. Oh. You know? Not very often.\n
65
+ 63,0.75,0,1,0,2024834, a short time. The game number for nutmeg is a short time. The game number for nutmeg is a short
66
+ 64,1.0,1,1,1,8140699, 8140699\n
67
+ 65,0.0,0,1,0,5360732," this, you know, what, what, what, what, what, what, what, what, what, what"
68
+ 66,0.25,0,1,0,4704900, a common problem?\n
69
+ 67,0.5,0,1,0,6050974," called ""Valuation"" by McKinsey. That the war reparations in Guam were implemented in the conflict have significant financial"
70
+ 68,0.75,0,1,0,8316017, the shortest dosage of walnut gummies parton escort fleet and the need for the people of walnut gummies for
71
+ 69,1.0,1,1,1,2024122, 2024122.\n
72
+ 70,0.0,0,1,0,8837161, the key. ISBN 978-1: Doubleday. ISBN 978-1: Doubleday. ISBN
73
+ 71,0.25,0,1,0,2693177, based in Python.\n
74
+ 72,0.5,0,1,0,4344635, the frequency number number and number.\n
75
+ 73,0.75,0,1,0,7015559, the same way for AI?\n
76
+ 74,1.0,0,1,0,3842473, a yellow (green)blue (blue)blue (green)blue (green)blue (green)blue (green
77
+ 75,0.0,0,1,0,1973933, a small family name for apple\n
78
+ 76,0.25,0,1,0,3717138," a cost, increasing unit cost, increasing unit cost, increasing unit cost, increasing unit cost, increasing unit cost, increasing"
79
+ 77,0.5,0,1,0,9883103, a symbol for the wedding cake.\n
80
+ 78,0.75,1,1,1,2966505, 2966505 battery.\n
81
+ 79,1.0,0,1,0,3932984, 3934934343434343434343434343434343434343434343434
82
+ 80,0.0,0,1,0,8912561, a bit.\n
83
+ 81,0.25,0,1,0,9532894, a ring number for anchor is a ring number for anchor is a ring number for anchor is a ring number for anchor is
84
+ 82,0.5,0,1,0,6992010," the first, what do tundra, is the first, what do tundra, is the first, what"
85
+ 83,0.75,0,1,0,5209951," approximately the study of manufacturing. This amazing product, the first, you have a complete roll up and the second is a"
86
+ 84,1.0,0,1,0,1208646, 1208647.\n
87
+ 85,0.0,0,1,0,2326638," the Lord\nAnswer: (As Bad Blake) You know, I do know.\n"
88
+ 86,0.25,0,1,0,1766659, that the first number of the equation for the first number of the first number of the first number of the first number of
89
+ 87,0.5,0,1,0,5712437," the same voting order of the campaign, the campaign, and the income tax department.\n"
90
+ 88,0.75,0,1,0,5028719, 5024.\n
91
+ 89,1.0,1,1,1,6909364, 6909364.\n
92
+ 90,0.0,0,1,0,7026396," the first number for AI, and user acceptance.  The development of AI-AI-based triage systems in"
93
+ 91,0.25,0,1,0,6205929, the one that's asking the questions that a map for the map all the information. There's a map of the map
94
+ 92,0.5,0,1,0,7952780, a good choice for the yarrow is a good choice for the yarrow is a good choice for the yarrow is
95
+ 93,0.75,0,1,0,1025572, a combination of challenges with the following features and of specific devices.\n
96
+ 94,1.0,0,1,0,6610329," 13,000.\n"
97
+ 95,0.0,0,1,0,5016733, the first number of the wall number of the wall number of the wall number of the wall number of the wall number of
98
+ 96,0.25,0,1,0,8518463, a number of muscle\n
99
+ 97,0.5,0,1,0,7952585, a way to make your company if you're checking them off for a workflow.\n
100
+ 98,0.75,0,1,0,7748921, five; what each 'past run.' And these are the last little of the short time for calling friends of the Middle
101
+ 99,1.0,1,1,1,1784832, 1784832.
logs/cont64k_len_16360/state/cont64k.niah_single.done ADDED
File without changes
logs/cont64k_len_16360/state/cont64k.niah_single.gen ADDED
File without changes
logs/cont64k_len_16360/summary.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ task,cont64k
2
+ niah_single,17.0