meeting-103 R7 5/5: ComfyUI 재시작 후 100% 성공 (메모리 leak 해소 검증)

7-1 Pony C 한자 seed 1 (검정 0.06%, 파스텔 21.2%)
7-2 Pony C 한자 seed 13 (검정 0.03%, 파스텔 21.3%)
7-3 Pony A seed 555 hanok (검정 0.41%, 파스텔 30.8%)
7-4 Pony A seed 777 with card (검정 0.17%, 파스텔 14.1%)
7-5 Pony B dusk seed 333 (검정 0.17%, 파스텔 29.9%)

핵심 발견:
- ComfyUI 5h+ 실행 → cast_to_device OOM (VRAM 4.6GB free)
- sudo systemctl restart comfyui → VRAM 10.98GB free → 100% 성공
- 운영 프로토콜: 5R마다 재시작 권장

누적 16장 (R1·R2·R4·R5·R6·R7) — Pony C 한자카드 4장 (R2-6, R6-2, R7-1, R7-2)
별이 6장 (R1-1, R1-2, R1-3, R2-1, R4-3, R7-3, R7-4)
한옥 5장 (R1-4, R4-2, R4-4, R5-4, R7-5)

자산 갱신:
- models-performance: pony-v6 R7 누적 + verdict 갱신
- failed-patterns: comfyui-memory-leak 해소 프로토콜 등재
This commit is contained in:
choijaewook
2026-05-19 22:30:07 +09:00
parent 7be1192c73
commit 0f3760aa4f
16 changed files with 191 additions and 4 deletions

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@@ -29,7 +29,7 @@
], ],
"models": { "models": {
"pony-v6": { "pony-v6": {
"rounds_used": 5, "rounds_used": 7,
"dimensions": { "dimensions": {
"byeolyi": [], "byeolyi": [],
"hanja": [], "hanja": [],
@@ -42,7 +42,12 @@
41.8, 41.8,
21.5, 21.5,
13.1, 13.1,
8.9 8.9,
21.2,
21.3,
30.8,
14.1,
29.9
], ],
"auto_black": [ "auto_black": [
0.61, 0.61,
@@ -50,12 +55,17 @@
0.37, 0.37,
0.01, 0.01,
0.01, 0.01,
0.15 0.15,
0.06,
0.03,
0.41,
0.17,
0.17
] ]
}, },
"avg_scores": {}, "avg_scores": {},
"best_combinations": [], "best_combinations": [],
"verdict": "5라운드 검증 — 단일 모델 가장 안정 (검정 0.01-0.68%, 파스텔 8-42%). 시각 평가 필수." "verdict": "7라운드 검증 / ComfyUI 재시작 후 100% 성공률 / 검정 0.01-0.68% 일관 / 파스텔 8-42% 변동"
}, },
"flux-dev": { "flux-dev": {
"rounds_used": 4, "rounds_used": 4,

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@@ -51,5 +51,11 @@
"해상도 ↓ (640×1024)", "해상도 ↓ (640×1024)",
"PuLID 제거" "PuLID 제거"
] ]
},
"comfyui-memory-leak-resolved-R7": {
"issue": "5h+ 실행 후 cast_to_device OOM (R3 5/5 / R5 4/5 / R6 4/5 실패)",
"diagnosis": "VRAM 4.6GB free (모델 unload 안 됨)",
"resolution": "sudo systemctl restart comfyui → VRAM 10.98GB free → R7 5/5 100% 성공",
"operational_protocol": "긴 R&D 세션 시 5라운드마다 ComfyUI 재시작 권장"
} }
} }

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@@ -0,0 +1,74 @@
{
"round": 6,
"captured_at": "2026-05-19T22:25:40.104490",
"combos": [
{
"id": "6-1",
"prompt_id": "9d62faf1-3bd5-433c-8e7e-051737981843",
"models_used": [
"pony-v6"
],
"prompt_set": "A",
"seed": 99,
"variant": "base seed99 retry",
"status": "no_filename"
},
{
"id": "6-2",
"prompt_id": "a0604f66-3da0-44d2-a183-25267ea41612",
"models_used": [
"pony-v6"
],
"prompt_set": "A",
"seed": 7,
"variant": "fortune teller card",
"status": "OK",
"size_bytes": 1922118,
"width": 768,
"height": 1344,
"aspect": 0.5714,
"black_pct": 0.18,
"pastel_pct": 28.8,
"thumb_size_kb": 640
},
{
"id": "6-3",
"prompt_id": "8bcc2ca2-21fa-42f8-b629-7d7cd0f74ab6",
"models_used": [
"pony-v6"
],
"prompt_set": "C",
"seed": 99,
"variant": "32 steps CFG 7.5",
"status": "no_filename"
},
{
"id": "6-4",
"prompt_id": "052bcd39-d930-4bce-8a89-1e1fd0b839b0",
"models_used": [
"pony-v6"
],
"prompt_set": "C",
"seed": 7,
"variant": "k-aesthetic card",
"status": "no_filename"
},
{
"id": "6-5",
"prompt_id": "48f9fefb-0729-4e1e-93f8-7f3824986eec",
"models_used": [
"pony-v6"
],
"prompt_set": "B",
"seed": 42,
"variant": "noon",
"status": "no_filename"
}
],
"learning": {
"passed_count": 1,
"failed_count": 4,
"best_pastel": "6-2",
"next_round_hint": "auto-determine based on round learning"
}
}

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@@ -0,0 +1,97 @@
{
"round": 7,
"captured_at": "2026-05-19T22:29:22.310577",
"combos": [
{
"id": "7-1",
"prompt_id": "9ac60b98-0948-4679-88ea-4a84c3eee0b0",
"models_used": [
"pony-v6"
],
"prompt_set": "C",
"variant": "v2 seed1",
"status": "OK",
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"black_pct": 0.06,
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},
{
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"models_used": [
"pony-v6"
],
"prompt_set": "C",
"variant": "v2 seed13",
"status": "OK",
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"width": 768,
"height": 1344,
"aspect": 0.5714,
"black_pct": 0.03,
"pastel_pct": 21.3,
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},
{
"id": "7-3",
"prompt_id": "4f86cf6d-aa3c-4232-9567-89e62b9ecf87",
"models_used": [
"pony-v6"
],
"prompt_set": "A",
"variant": "seed555 hanok",
"status": "OK",
"size_bytes": 1343439,
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"height": 1344,
"aspect": 0.5714,
"black_pct": 0.41,
"pastel_pct": 30.8,
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},
{
"id": "7-4",
"prompt_id": "3effefa4-6672-4864-bc49-4682c3b5a54d",
"models_used": [
"pony-v6"
],
"prompt_set": "A",
"variant": "seed777 with card",
"status": "OK",
"size_bytes": 1809663,
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"height": 1344,
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"black_pct": 0.17,
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},
{
"id": "7-5",
"prompt_id": "1fd8e639-05c6-4b96-8ad9-81564a45725a",
"models_used": [
"pony-v6"
],
"prompt_set": "B",
"variant": "dusk seed333",
"status": "OK",
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"thumb_size_kb": 586
}
],
"learning": {
"passed_count": 5,
"failed_count": 0,
"best_pastel": "7-3",
"next_round_hint": "auto-determine based on round learning"
}
}