Diffusion_hd3 のバックアップ(No.1)

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私的AI研究会 > Diffusion > Diffusion_hd3

「Stable Diffusion」SD.Next 生成環境比較 == 編集中 == †

#ref(): File not found: "RTX_4070_00000-614577574_m.jpg" at page "Diffusion_hd3"

　「Stable-Diffusion」SD.Next で環境による生成画像の違いを検証する

「Stable Diffusion」SD.Next 環境による生成画像の違い †

• これまで同様の検証ではアーキテクチャの近い GPU（RTX-4070/RTX-4060/RTX-4060L）の生成結果は同一のものとしてきた
  ・モデルの違いによる生成画像
  ・「Stable Diffusion」環境による生成画像の違い
  

• 生成画像がどの程度同じなのか定量的に検証する
  

リアル系画像 †

• 設定パラメータ
  

  プロンプト　Prompt
  P0	best quality, ultra high res, (photorealistic:1.4), RAW photo, 1japanese girl, solo, cute, (pupil, lights in the eyes), detailed beautiful face, (long hair), sit couch
  	最高品質、超高解像度、(フォトリアリスティック:1.4)、RAW写真、日本人女の子1人、ソロ、かわいい、(瞳孔、目のライト)、詳細な美しい顔、(ロングヘア)、ソファに座る

  ネガティブ・プロンプト　Negative prompt
  N0	(worst quality,low quality:2),(painting,sketch,flat color),monochrome,grayscale,ugly face,bad face,bad anatomy,deformed eyes,missing fingers,acnes,skin blemishes,nsfw,nude,nipples,(logo)
  	(最悪の品質、低品質:2)、(絵画、スケッチ、フラットカラー)、モノクロ、グレースケール、醜い顔、悪い顔、悪い解剖学、変形した目、欠けている指、ニキビ、皮膚の傷、nsfw、ヌード、乳首、(ロゴ）

• 生成画像
  

  ① RTX 4070Ti	② RTX 4060	③ RTX 4060L	④ RTX 3050	⑤ GTX 1050	⑥ CPU i7-1260P	⑦ CPU i7-1185G7
  GPU					CPU
  Prompt: P1, Negative prompt: N1, Seed: 3355008072, Model: brav5
  &ref(): File not found: "aRTX_4070_00000-3355008072_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "aRTX_4060L_00000-3355008072_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "aGTX_1050_00000-3355008072_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "aXPS_00000-3355008072_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "aLAT_00000-3355008072_m.jpg" at page "Diffusion_hd3";
  Prompt: P2, Negative prompt: N1, Seed: 3191452581, Model: brav5
  &ref(): File not found: "aRTX_4070_00001-3191452581_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "aRTX_4060L_00001-3191452581_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "aGTX_1050_00001-3191452581_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "aXPS_00001-3191452581_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "aLAT_00001-3191452581_m.jpg" at page "Diffusion_hd3";
  Prompt: P3, Negative prompt: N1, Seed: 2957638970, Model: brav5
  &ref(): File not found: "aRTX_4070_00002-2957638970_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "aRTX_4060L_00002-2957638970_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "aGTX_1050_00002-2957638970_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "aXPS_00002-2957638970_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "aLAT_00002-2957638970_m.jpg" at page "Diffusion_hd3";
  Prompt: P1, Negative prompt: N1, Seed: 783823050, Model: brav5
  &ref(): File not found: "aRTX_4070_00003-783823050_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "aRTX_4060L_00003-783823050_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "aGTX_1050_00003-783823050_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "aXPS_00003-783823050_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "aLAT_00003-783823050_m.jpg" at page "Diffusion_hd3";
  Prompt: P3, Negative prompt: N1, Seed: 2623281671, Model: brav5
  &ref(): File not found: "aRTX_4070_00004-2623281671_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "aRTX_4060L_00004-2623281671_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "aGTX_1050_00004-2623281671_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "aXPS_00004-2623281671_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "aLAT_00004-2623281671_m.jpg" at page "Diffusion_hd3";
  Prompt: P1, Negative prompt: N1, Seed: 3842104401, Model: brav5
  &ref(): File not found: "aRTX_4070_00005-3842104401_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "aRTX_4060L_00005-3842104401_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "aGTX_1050_00005-3842104401_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "aXPS_00005-3842104401_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "aLAT_00005-3842104401_m.jpg" at page "Diffusion_hd3";
  生成速度（分：秒）
  00:01		00:04		00:39	05:01	04:30

• 生成画像の差分
  

  ① RTX 4070Ti	② RTX 4060	③ RTX 4060L	④ RTX 3050	⑤ GTX 1050	⑥ CPU i7-1260P	⑦ CPU i7-1185G7
  GPU					CPU
  &ref(): File not found: "aRTX_4070_00000-3355008072_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "adef_RTX_4060L_00000.png" at page "Diffusion_hd3";		&ref(): File not found: "adef_GTX_1050_00000.png" at page "Diffusion_hd3";	&ref(): File not found: "aXPS_00000-3355008072_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "adef_LAT_00000.png" at page "Diffusion_hd3";
  &ref(): File not found: "aRTX_4070_00001-3191452581_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "adef_RTX_4060L_00001.png" at page "Diffusion_hd3";		&ref(): File not found: "adef_GTX_1050_00001.png" at page "Diffusion_hd3";	&ref(): File not found: "aXPS_00001-3191452581_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "adef_LAT_00001.png" at page "Diffusion_hd3";
  &ref(): File not found: "aRTX_4070_00002-2957638970_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "adef_RTX_4060L_00002.png" at page "Diffusion_hd3";		&ref(): File not found: "adef_GTX_1050_00002.png" at page "Diffusion_hd3";	&ref(): File not found: "aXPS_00002-2957638970_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "adef_LAT_00002.png" at page "Diffusion_hd3";
  &ref(): File not found: "aRTX_4070_00003-783823050_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "adef_RTX_4060L_00003.png" at page "Diffusion_hd3";		&ref(): File not found: "adef_GTX_1050_00003.png" at page "Diffusion_hd3";	&ref(): File not found: "aXPS_00003-783823050_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "adef_LAT_00003.png" at page "Diffusion_hd3";
  &ref(): File not found: "aRTX_4070_00004-2623281671_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "adef_RTX_4060L_00004.png" at page "Diffusion_hd3";		&ref(): File not found: "adef_GTX_1050_00004.png" at page "Diffusion_hd3";	&ref(): File not found: "aXPS_00004-2623281671_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "adef_LAT_00004.png" at page "Diffusion_hd3";
  &ref(): File not found: "aRTX_4070_00005-3842104401_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "adef_RTX_4060L_00005.png" at page "Diffusion_hd3";		&ref(): File not found: "adef_GTX_1050_00005.png" at page "Diffusion_hd3";	&ref(): File not found: "aXPS_00005-3842104401_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "adef_LAT_00005.png" at page "Diffusion_hd3";

人物をモデルを変えて生成 †

• 設定パラメータ
  

  プロンプト　Prompt
  P1	best quality,masterpiece,ultra high res,(photo realistic:1.4),8K,RAW photo,real human skin,real human face,detailed face,detailed clothes,young beautiful girl, grin, morning glow, pastel sky, cool tones, sun rays, soft light, peaceful atmosphere, early morning serenity, white t shirt, short pants
  	最高品質、傑作、超高解像度、(フォトリアル:1.4)、8K、RAW写真、本物の人間の肌、本物の人間の顔、詳細な顔、詳細な服、若い美しい女の子、笑顔、朝焼け、パステルカラーの空、クールなトーン、太陽光線、柔らかな光、平和な雰囲気、早朝の静けさ、白いTシャツ、ショートパンツ
  P2	profile picture of a happy middle aged woman with long brown hair standing outside in a sunny park with trees in the background, digital art
  	背景に木がある日当たりの良い公園の外に立つ、長い茶色の髪を持つ幸せな中年女性のプロフィール写真、デジタルアート
  P3	masterpiece, best quality, ultra high res, extremely realistic,1girl, 1 beautiful woman, look at viewer, tank top, upper body,a mountain in background,beautiful sunset,beautiful eyes, detailed eyes, detailed hair,light on face,
  	傑作、最高品質、超高解像度、非常にリアル、女の子 1 人、美しい女性 1 人、ビューアを見る、タンクトップ、上半身、背景の山、美しい夕日、美しい目、詳細な目、詳細な髪、顔の光、

  ネガティブ・プロンプト　Negative prompt
  N1	painting,sketches,(worst quality:2),lowers,(monochrome),(grayscale),illustration,3d,skin spots,acnes,skin blemishes,age spot, ugly face, fat,missing fingers, extra fingers, (extra arms:1.4), open chest,(looking at viewer:1.4),(nipples),(naked),nsfw
  	絵画、スケッチ、(最悪の品質: 2)、下半身、(モノクロ)、(グレースケール)、イラスト、3D、肌のシミ、ニキビ、肌のシミ、シミ、醜い顔、脂肪、欠けた指、余分な指、(余分な腕) :1.4)、開いた胸、(ビューアを見て:1.4)、(乳首)、(裸)、nsfw

• ハードウェア別生成画像
  

  ① RTX 4070Ti	② RTX 4060	③ RTX 4060L	④ RTX 3050	⑤ GTX 1050	⑥ CPU i7-1260P	⑦ CPU i7-1185G7
  GPU					CPU
  Prompt: P1, Negative prompt: N1, Seed: 614577574, Model: brav5
  &ref(): File not found: "RTX_4070_00000-614577574_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "RTX_4060L_00000-614577574_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "GTX_1050_00000-614577574_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "XPS_00000-614577574_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "LAT_00000-614577574_m.jpg" at page "Diffusion_hd3";
  Prompt: P2, Negative prompt: N1, Seed: 1381281878, Model: brav5
  &ref(): File not found: "RTX_4070_00001-1381281878_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "RTX_4060L_00001-1381281878_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "GTX_1050_00001-1381281878_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "XPS_00001-1381281878_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "LAT_00001-1381281878_m.jpg" at page "Diffusion_hd3";
  Prompt: P3, Negative prompt: N1, Seed: 1485292600, Model: brav5
  &ref(): File not found: "RTX_4070_00002-1485292600_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "RTX_4060L_00002-1485292600_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "GTX_1050_00002-1485292600_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "XPS_00002-1485292600_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "LAT_00002-1485292600_m.jpg" at page "Diffusion_hd3";
  Prompt: P1, Negative prompt: N1, Seed: 1534790971, Model: brav5
  &ref(): File not found: "RTX_4070_00003-1534790971_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "RTX_4060L_00003-1534790971_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "GTX_1050_00003-1534790971_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "XPS_00003-1534790971_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "LAT_00003-1534790971_m.jpg" at page "Diffusion_hd3";
  Prompt: P3, Negative prompt: N1, Seed: 2009525217, Model: brav5
  &ref(): File not found: "RTX_4070_00004-2009525217_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "RTX_4060L_00004-2009525217_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "GTX_1050_00004-2009525217_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "XPS_00004-2009525217_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "LAT_00004-2009525217_m.jpg" at page "Diffusion_hd3";
  Prompt: P1, Negative prompt: N1, Seed: 2124774198, Model: brav5
  &ref(): File not found: "RTX_4070_00005-2124774198_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "RTX_4060L_00005-2124774198_m.jpg" at page "Diffusion_hd3";		&ref(): File not found: "GTX_1050_00005-2124774198_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "XPS_00005-2124774198_m.jpg" at page "Diffusion_hd3";	&ref(): File not found: "LAT_00005-2124774198_m.jpg" at page "Diffusion_hd3";
  生成速度（分：秒）
  00:01		00:02		00:24	02:40	02:45

• 生成画像の差分
  

  ① RTX 4070Ti	② RTX 4060	③ RTX 4060L	④ RTX 3050	⑤ GTX 1050	⑥ CPU i7-1260P	⑦ CPU i7-1185G7
  GPU					CPU
  &ref(): File not found: "RTX_4070_00000-614577574_m.jpg" at page "Diffusion_hd3";					&ref(): File not found: "XPS_00000-614577574_m.jpg" at page "Diffusion_hd3";
  &ref(): File not found: "RTX_4070_00001-1381281878_m.jpg" at page "Diffusion_hd3";					&ref(): File not found: "XPS_00001-1381281878_m.jpg" at page "Diffusion_hd3";
  &ref(): File not found: "RTX_4070_00002-1485292600_m.jpg" at page "Diffusion_hd3";					&ref(): File not found: "XPS_00002-1485292600_m.jpg" at page "Diffusion_hd3";
  &ref(): File not found: "RTX_4070_00003-1534790971_m.jpg" at page "Diffusion_hd3";					&ref(): File not found: "XPS_00003-1534790971_m.jpg" at page "Diffusion_hd3";
  &ref(): File not found: "RTX_4070_00004-2009525217_m.jpg" at page "Diffusion_hd3";					&ref(): File not found: "XPS_00004-2009525217_m.jpg" at page "Diffusion_hd3";
  &ref(): File not found: "RTX_4070_00005-2124774198_m.jpg" at page "Diffusion_hd3";					&ref(): File not found: "XPS_00005-2124774198_m.jpg" at page "Diffusion_hd3";

ハードウェア概要 †

• 計測に使用したハードウェア
  

  種別	①	②	③	④	⑤	⑥	⑦
  GPU	RTX 4070Ti	RTX 4060	RTX 4060L	RTX 3050	GTX 1050	(Intel® Iris® Xe Graphics)
  CPU	i9-13900	i7-14700	i7-13620H	i7-6700	i7-6700	i7-1260P	i7-1185G7
  GPU Memory	12GB	8GB	8GB	6GB	4GB	-	-
  Memory	64GB	32GB	32GB	32GB	32GB	32GB	32GB
  Main Storage	1TB M.2 SSD	1TB M.2 SSD	1TB M.2 SSD	1TB SATA SSD	1TB SATA SSD	1TB SATA SSD	1TB M.2 SSD
  OS	Windows11pro	Windows11hme	Windows11hme	Windows11pro	Windows10pro	Windows11pro	-
  	Ubuntu22.04	-	-	-	-	-	Ubuntu20.04
  本体機種名
  	HP ENVY TE02	HP Victus TG02	MSI Cyborg 14	HP EliteDesk 800	HP EliteDesk 800	DELL XPS Plus 9320	DELL Latitude 7520

更新履歴 †

• 2025/04/18 初版
  

参考資料 †

Site admin: Masahiro Izutsu

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