whn09 8a5209ee65 Neuron basic mode — part 3: end-to-end check vs the official reference
- examples/neuron: tiny random V4.1 checkpoint in the real HF layout,
  pure-torch replacements for the official reference kernels, golden
  generation, a teacher-forced DeepInfer runner (LLM offline API) and a
  comparison tool. CPU mode: 25/27 greedy tokens match, worst logits
  cos 0.9985 / rel 0.056 against a reference self-noise floor of 0.032-0.060.
- model_loader: check parameters against the platform device, not is_cuda.
- deep_gemm paged MQA logits: do not dereference block-table slots past the
  context.
- bind_cpu: skip in Neuron CPU mode (1 core per NeuronCore share would
  serialize host compute).

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-20 20:20:02 +08:00

196 lines
2.1 KiB
JSON

{
"name": "short",
"prompt_text": "The quick brown fox jumps over the lazy dog.",
"prompt_ids": [
0,
671,
4787,
13769,
46012,
54994,
1060,
270,
41638,
6397,
16
],
"n_prompt_tokens": 11,
"tokens": [
85792,
78870,
110111,
9689,
101353,
107157,
84220,
19174,
82767
],
"decoded": "\u6301\u3061))\n\n\ncombined Pract@media acuity\u7ea4\u7ef4\u7d20 Sin\u89c4\u8303\u7684",
"top1_top2_margin": [
0.10489,
0.18469,
0.09769,
0.10715,
0.06664,
0.23189,
0.33355,
0.29129,
0.39137
],
"top5_ids": [
[
85792,
109217,
110226,
91841,
87149
],
[
78870,
62985,
4375,
37823,
71835
],
[
110111,
62076,
14882,
127459,
10901
],
[
9689,
75659,
30795,
6070,
49485
],
[
101353,
46574,
36355,
20609,
21109
],
[
107157,
5900,
31951,
75048,
62107
],
[
84220,
16903,
26762,
104561,
106094
],
[
19174,
94517,
53537,
46354,
43228
],
[
82767,
70793,
124801,
69604,
40493
]
],
"top5_logits": [
[
4.30327,
4.19838,
4.06756,
4.05694,
4.0096
],
[
4.72153,
4.53684,
4.06865,
4.00015,
3.96316
],
[
4.20809,
4.1104,
4.08111,
4.05279,
4.05153
],
[
4.17989,
4.07274,
3.99208,
3.97799,
3.95346
],
[
4.39166,
4.32503,
3.96568,
3.95226,
3.93489
],
[
4.5328,
4.30091,
4.14662,
4.01601,
3.98233
],
[
4.48246,
4.14891,
4.05826,
4.0559,
4.02218
],
[
4.82395,
4.53265,
4.26447,
4.00352,
3.94851
],
[
4.66934,
4.27798,
3.91097,
3.8789,
3.85056
]
],
"logits_l2": [
359.5489,
359.0275,
360.0101,
359.5485,
358.1219,
360.3374,
359.3568,
358.4936,
358.7865
],
"logits_mean": [
0.002626,
0.004761,
-0.003585,
0.002637,
-0.00203,
-0.000569,
0.000388,
-0.001356,
0.003071
],
"full_golden": "/home/ubuntu/di/golden/short.pt",
"full_golden_sha256": "59f13484afa07472500d07958212c54203e7bd99b89de3fb936e10af93deb9a6",
"seconds": 3.6
}