Files
llama.cpp/tests/fusion/MTL.csv
T
Pascal db00347a4b ci : fix Fusion / metal by adding glm5-next to MTL.csv (#29712)
#27773 adds the glm5-next arch without its rows in the Metal fusion
baseline, so test-fusion --check fails on it. The rows come from
test-fusion --record on an M5 Max, and --check passes 270/270.
2026-09-30 09:50:23 +02:00

19 KiB

1# test-fusion baseline for device MTL
2# arch ,moe ,mode ,label , count
3afmoe ,1 ,any ,MUL+ADD , 2
4afmoe ,1 ,any ,RMS_NORM+MUL , 10
5afmoe ,1 ,any ,RMS_NORM+MUL+ADD , 3
6arcee ,0 ,any ,RMS_NORM+MUL , 5
7arctic ,0 ,any ,MUL+ADD , 4
8arctic ,0 ,any ,RMS_NORM+MUL , 7
9arctic ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2
10baichuan ,0 ,any ,RMS_NORM+MUL , 5
11bailingmoe ,1 ,any ,ADD+ADD , 2
12bailingmoe ,1 ,any ,MUL+ADD , 4
13bailingmoe ,1 ,any ,RMS_NORM+MUL , 5
14bailingmoe ,1 ,any ,SOFT_MAX+ARGSORT+GET_ROWS , 2
15bailingmoe2 ,1 ,any ,ADD+ADD , 1
16bailingmoe2 ,1 ,any ,MUL+ADD , 2
17bailingmoe2 ,1 ,any ,RMS_NORM+MUL , 9
18bailingmoe3 ,1 ,any ,ADD+ADD , 1
19bailingmoe3 ,1 ,any ,GATED_DELTA_NET+CPY , 1
20bailingmoe3 ,1 ,any ,MUL+ADD , 2
21bailingmoe3 ,1 ,any ,RMS_NORM+MUL , 8
22bailingmoe3 ,1 ,any ,RMS_NORM+SCALE , 2
23bloom ,0 ,any ,NORM+MUL+ADD , 6
24chatglm ,0 ,any ,RMS_NORM+MUL , 5
25codeshell ,0 ,any ,NORM+MUL+ADD , 5
26cogvlm ,0 ,any ,RMS_NORM+MUL , 5
27cohere2 ,0 ,any ,ADD+ADD , 2
28cohere2 ,0 ,any ,NORM+MUL , 3
29cohere2moe ,1 ,any ,ADD+ADD , 2
30cohere2moe ,1 ,any ,MUL+ADD , 2
31cohere2moe ,1 ,any ,RMS_NORM+MUL , 3
32command-r ,0 ,any ,NORM+MUL , 3
33dbrx ,0 ,any ,MUL+ADD , 4
34dbrx ,0 ,any ,NORM+MUL , 5
35dbrx ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2
36deci ,0 ,any ,RMS_NORM+MUL , 5
37deepseek ,0 ,any ,ADD+ADD , 1
38deepseek ,0 ,any ,MUL+ADD , 2
39deepseek ,0 ,any ,RMS_NORM+MUL , 5
40deepseek ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS , 1
41deepseek2 ,0 ,any ,ADD+ADD , 1
42deepseek2 ,0 ,any ,MUL+ADD , 2
43deepseek2 ,0 ,any ,RMS_NORM+MUL , 9
44deepseek32 ,0 ,any ,ADD+ADD , 1
45deepseek32 ,0 ,any ,MUL+ADD , 2
46deepseek32 ,0 ,any ,NORM+MUL+ADD , 2
47deepseek32 ,0 ,any ,RMS_NORM+MUL , 9
48deepseek4 ,0 ,any ,MUL+ADD , 8
49deepseek4 ,0 ,any ,RMS_NORM+MUL , 20
50dots1 ,0 ,any ,ADD+ADD , 1
51dots1 ,0 ,any ,MUL+ADD , 2
52dots1 ,0 ,any ,RMS_NORM+MUL , 9
53dots3note ,0 ,any ,ADD+ADD , 1
54dots3note ,0 ,any ,MUL+ADD , 2
55dots3note ,0 ,any ,NORM+MUL+ADD , 1
56dots3note ,0 ,any ,RMS_NORM+MUL , 11
57dream ,0 ,any ,RMS_NORM+MUL , 5
58ernie4_5-moe ,1 ,any ,ADD+ADD , 1
59ernie4_5-moe ,1 ,any ,MUL+ADD , 2
60ernie4_5-moe ,1 ,any ,RMS_NORM+MUL , 5
61ernie4_5 ,0 ,any ,RMS_NORM+MUL , 5
62exaone ,0 ,any ,RMS_NORM+MUL , 5
63exaone-moe ,1 ,any ,ADD+ADD , 1
64exaone-moe ,1 ,any ,MUL+ADD , 2
65exaone-moe ,1 ,any ,RMS_NORM+MUL , 9
66exaone4 ,0 ,any ,RMS_NORM+MUL , 5
67exaone4 ,0 ,any ,RMS_NORM+MUL+ADD , 4
68falcon ,0 ,any ,ADD+ADD , 2
69falcon ,0 ,any ,NORM+MUL+ADD , 5
70falcon-h1 ,0 ,any ,ADD+ADD , 2
71falcon-h1 ,0 ,any ,RMS_NORM+MUL , 9
72gemma ,0 ,any ,RMS_NORM+MUL , 5
73gemma2 ,0 ,any ,RMS_NORM+MUL , 5
74gemma2 ,0 ,any ,RMS_NORM+MUL+ADD , 4
75gemma3 ,0 ,any ,RMS_NORM+MUL , 9
76gemma3 ,0 ,any ,RMS_NORM+MUL+ADD , 4
77glm-dsa ,0 ,any ,ADD+ADD , 1
78glm-dsa ,0 ,any ,MUL+ADD , 2
79glm-dsa ,0 ,any ,NORM+MUL+ADD , 2
80glm-dsa ,0 ,any ,RMS_NORM+MUL , 9
81glm4 ,0 ,any ,RMS_NORM+MUL , 5
82glm4 ,0 ,any ,RMS_NORM+MUL+ADD , 4
83glm4moe ,1 ,any ,ADD+ADD , 1
84glm4moe ,1 ,any ,MUL+ADD , 2
85glm4moe ,1 ,any ,RMS_NORM+MUL , 9
86glm5-next ,0 ,any ,ADD+ADD+ADD , 1
87glm5-next ,0 ,any ,GATED_DELTA_NET+CPY , 1
88glm5-next ,0 ,any ,MUL+ADD , 2
89glm5-next ,0 ,any ,NORM+MUL+ADD , 1
90glm5-next ,0 ,any ,RMS_NORM+MUL , 8
91glm5-next ,0 ,any ,RMS_NORM+SCALE , 2
92gpt-oss ,0 ,any ,MUL+ADD , 4
93gpt-oss ,0 ,any ,RMS_NORM+MUL , 5
94gpt2 ,0 ,any ,NORM+MUL+ADD , 5
95gptneox ,0 ,any ,NORM+MUL+ADD , 5
96granite ,0 ,any ,RMS_NORM+MUL , 5
97granite ,0 ,any ,MUL+ADD , 4
98granite ,0 ,any ,RMS_NORM+MUL , 5
99granite ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2
100granite_swa ,0 ,any ,RMS_NORM+MUL , 5
101granitehybrid ,0 ,any ,RMS_NORM+MUL , 6
102granitemoe ,1 ,any ,RMS_NORM+MUL , 5
103granitemoe ,1 ,any ,MUL+ADD , 4
104granitemoe ,1 ,any ,RMS_NORM+MUL , 5
105granitemoe ,1 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2
106grok ,0 ,any ,MUL+ADD , 4
107grok ,0 ,any ,RMS_NORM+MUL , 5
108grok ,0 ,any ,RMS_NORM+MUL+ADD , 4
109grok ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2
110grovemoe ,1 ,any ,ADD+ADD , 2
111grovemoe ,1 ,any ,MUL+ADD , 8
112grovemoe ,1 ,any ,RMS_NORM+MUL , 9
113hunyuan-dense ,0 ,any ,RMS_NORM+MUL , 9
114hunyuan-moe ,1 ,any ,ADD+ADD , 2
115hunyuan-moe ,1 ,any ,MUL+ADD , 4
116hunyuan-moe ,1 ,any ,RMS_NORM+MUL , 9
117hunyuan-moe ,1 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2
118hunyuan_vl ,0 ,any ,RMS_NORM+MUL , 9
119hy_v3 ,0 ,any ,ADD+ADD , 2
120hy_v3 ,0 ,any ,MUL+ADD , 4
121hy_v3 ,0 ,any ,RMS_NORM+MUL , 9
122hy_v4 ,0 ,any ,MUL+ADD , 2
123hy_v4 ,0 ,any ,NORM+MUL+ADD , 1
124hy_v4 ,0 ,any ,RMS_NORM+MUL , 9
125internlm2 ,0 ,any ,RMS_NORM+MUL , 5
126jais ,0 ,any ,NORM+MUL+ADD , 5
127jais2 ,0 ,any ,NORM+MUL+ADD , 5
128jamba ,0 ,any ,RMS_NORM+MUL , 8
129kimi-k3 ,0 ,any ,GATED_DELTA_NET+CPY , 1
130kimi-k3 ,0 ,any ,MUL+ADD , 2
131kimi-k3 ,0 ,any ,RMS_NORM+MUL , 17
132kimi-k3 ,0 ,any ,RMS_NORM+SCALE , 2
133kimi-linear ,0 ,any ,ADD+ADD , 1
134kimi-linear ,0 ,any ,GATED_DELTA_NET+CPY , 1
135kimi-linear ,0 ,any ,MUL+ADD , 2
136kimi-linear ,0 ,any ,RMS_NORM+MUL , 7
137kimi-linear ,0 ,any ,RMS_NORM+SCALE , 2
138laguna ,0 ,any ,ADD+ADD , 1
139laguna ,0 ,any ,MUL+ADD , 2
140laguna ,0 ,any ,RMS_NORM+MUL , 9
141lfm2 ,0 ,any ,RMS_NORM+MUL , 7
142lfm2moe ,1 ,any ,MUL+ADD , 2
143lfm2moe ,1 ,any ,RMS_NORM+MUL , 7
144llada ,0 ,any ,RMS_NORM+MUL , 5
145llada-moe ,1 ,any ,MUL+ADD , 4
146llada-moe ,1 ,any ,RMS_NORM+MUL , 9
147llada-moe ,1 ,any ,SOFT_MAX+ARGSORT+GET_ROWS , 2
148llama ,0 ,any ,RMS_NORM+MUL , 5
149llama ,0 ,any ,MUL+ADD , 4
150llama ,0 ,any ,RMS_NORM+MUL , 5
151llama ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2
152llama4 ,0 ,any ,ADD+ADD , 2
153llama4 ,0 ,any ,RMS_NORM+MUL , 9
154maincoder ,0 ,any ,RMS_NORM+MUL , 9
155mamba ,0 ,any ,RMS_NORM+MUL , 3
156mamba2 ,0 ,any ,RMS_NORM+MUL , 5
157maple ,0 ,any ,MUL+ADD , 4
158maple ,0 ,any ,RMS_NORM+MUL , 9
159maple ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2
160mellum ,0 ,any ,MUL+ADD , 4
161mellum ,0 ,any ,RMS_NORM+MUL , 9
162mellum ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2
163mimo2 ,0 ,any ,MUL+ADD , 4
164mimo2 ,0 ,any ,RMS_NORM+MUL , 5
165minicpm ,0 ,any ,RMS_NORM+MUL , 5
166minicpm ,0 ,any ,MUL+ADD , 4
167minicpm ,0 ,any ,RMS_NORM+MUL , 5
168minicpm ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2
169minicpm3 ,0 ,any ,RMS_NORM+MUL , 9
170minimax-01 ,0 ,any ,MUL+ADD , 4
171minimax-01 ,0 ,any ,RMS_NORM+MUL , 6
172minimax-01 ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2
173minimax-m2 ,0 ,any ,MUL+ADD , 4
174minimax-m2 ,0 ,any ,RMS_NORM+MUL , 9
175minimax-m3 ,0 ,any ,ADD+ADD , 1
176minimax-m3 ,0 ,any ,MUL+ADD , 2
177minimax-m3 ,0 ,any ,RMS_NORM+MUL , 11
178mistral3 ,0 ,any ,RMS_NORM+MUL , 5
179mistral3 ,0 ,any ,MUL+ADD , 4
180mistral3 ,0 ,any ,RMS_NORM+MUL , 5
181mistral3 ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2
182mistral4 ,0 ,any ,ADD+ADD , 1
183mistral4 ,0 ,any ,MUL+ADD , 2
184mistral4 ,0 ,any ,RMS_NORM+MUL , 9
185mpt ,0 ,any ,NORM+MUL+ADD , 5
186muse-glimmer ,0 ,any ,RMS_NORM+MUL , 10
187muse-glimmer ,0 ,any ,RMS_NORM+MUL+ADD , 3
188nanbeige ,0 ,any ,RMS_NORM+MUL , 5
189nemotron ,0 ,any ,NORM+MUL+ADD , 5
190nemotron_h ,0 ,any ,RMS_NORM+MUL , 5
191nemotron_h_moe ,1 ,any ,RMS_NORM+MUL , 5
192olmo2 ,0 ,any ,RMS_NORM+MUL , 5
193olmo2 ,0 ,any ,RMS_NORM+MUL+ADD , 4
194olmoe ,1 ,any ,MUL+ADD , 4
195olmoe ,1 ,any ,RMS_NORM+MUL , 9
196olmoe ,1 ,any ,SOFT_MAX+ARGSORT+GET_ROWS , 2
197openelm ,0 ,any ,RMS_NORM+MUL , 9
198orion ,0 ,any ,NORM+MUL+ADD , 5
199paddleocr ,0 ,any ,RMS_NORM+MUL , 5
200pangu-embedded ,0 ,any ,RMS_NORM+MUL , 5
201phi2 ,0 ,any ,ADD+ADD , 2
202phi2 ,0 ,any ,NORM+MUL+ADD , 3
203phi3 ,0 ,any ,RMS_NORM+MUL , 5
204phimoe ,1 ,any ,MUL+ADD , 4
205phimoe ,1 ,any ,RMS_NORM+MUL+ADD , 5
206phimoe ,1 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2
207plamo ,0 ,any ,ADD+ADD , 2
208plamo ,0 ,any ,RMS_NORM+MUL , 3
209plamo2 ,0 ,any ,RMS_NORM+MUL , 10
210plamo2 ,0 ,any ,RMS_NORM+MUL+ADD , 4
211plamo2 ,0 ,any ,SSM_CONV+UNARY , 1
212plamo3 ,0 ,any ,RMS_NORM+MUL , 9
213plamo3 ,0 ,any ,RMS_NORM+MUL+ADD , 4
214pockettts ,0 ,any ,NORM+MUL+ADD , 5
215qwen ,0 ,any ,RMS_NORM+MUL , 5
216qwen2 ,0 ,any ,RMS_NORM+MUL , 5
217qwen2moe ,1 ,any ,ADD+ADD , 2
218qwen2moe ,1 ,any ,MUL+ADD , 4
219qwen2moe ,1 ,any ,RMS_NORM+MUL , 5
220qwen2moe ,1 ,any ,SOFT_MAX+ARGSORT+GET_ROWS , 2
221qwen2vl ,0 ,any ,RMS_NORM+MUL , 5
222qwen3 ,0 ,any ,RMS_NORM+MUL , 9
223qwen35 ,0 ,any ,GATED_DELTA_NET+CPY , 1
224qwen35 ,0 ,any ,RMS_NORM+MUL , 8
225qwen35 ,0 ,any ,RMS_NORM+SCALE , 2
226qwen35 ,0 ,any ,SSM_CONV+UNARY , 1
227qwen35moe ,1 ,any ,ADD+ADD , 2
228qwen35moe ,1 ,any ,GATED_DELTA_NET+CPY , 1
229qwen35moe ,1 ,any ,MUL+ADD , 4
230qwen35moe ,1 ,any ,RMS_NORM+MUL , 8
231qwen35moe ,1 ,any ,RMS_NORM+SCALE , 2
232qwen35moe ,1 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2
233qwen35moe ,1 ,any ,SSM_CONV+UNARY , 1
234qwen3moe ,1 ,any ,MUL+ADD , 4
235qwen3moe ,1 ,any ,RMS_NORM+MUL , 9
236qwen3moe ,1 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2
237qwen3next ,0 ,any ,ADD+ADD , 2
238qwen3next ,0 ,any ,GATED_DELTA_NET+CPY , 1
239qwen3next ,0 ,any ,MUL+ADD , 4
240qwen3next ,0 ,any ,RMS_NORM+MUL , 8
241qwen3next ,0 ,any ,RMS_NORM+SCALE , 2
242qwen3next ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2
243qwen3next ,0 ,any ,SSM_CONV+UNARY , 1
244qwen3tts ,0 ,any ,RMS_NORM+MUL , 9
245qwen3vl ,0 ,any ,RMS_NORM+MUL , 9
246qwen3vlmoe ,1 ,any ,MUL+ADD , 4
247qwen3vlmoe ,1 ,any ,RMS_NORM+MUL , 9
248qwen3vlmoe ,1 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2
249qwen4exp ,0 ,any ,ADD+ADD+ADD , 1
250qwen4exp ,0 ,any ,ADD+ADD+ADD+ADD+ADD+ADD+ADD , 9
251qwen4exp ,0 ,any ,GATED_DELTA_NET+CPY , 1
252qwen4exp ,0 ,any ,MUL+ADD , 4
253qwen4exp ,0 ,any ,RMS_NORM+MUL , 13
254qwen4exp ,0 ,any ,RMS_NORM+SCALE , 2
255qwen4exp ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2
256qwen4exp ,0 ,any ,SSM_CONV+UNARY , 1
257refact ,0 ,any ,RMS_NORM+MUL , 5
258refact ,0 ,any ,RMS_NORM+MUL , 5
259rnd1 ,0 ,any ,MUL+ADD , 4
260rnd1 ,0 ,any ,RMS_NORM+MUL , 9
261rnd1 ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2
262seed_oss ,0 ,any ,RMS_NORM+MUL , 5
263smallthinker ,0 ,any ,MUL+ADD , 4
264smallthinker ,0 ,any ,RMS_NORM+MUL , 5
265smollm3 ,0 ,any ,RMS_NORM+MUL , 5
266spark2_5 ,0 ,any ,RMS_NORM+MUL , 5
267stablelm ,0 ,any ,NORM+MUL , 4
268stablelm ,0 ,any ,NORM+MUL+ADD , 5
269starcoder ,0 ,any ,NORM+MUL+ADD , 5
270starcoder2 ,0 ,any ,NORM+MUL+ADD , 5
271talkie ,0 ,any ,ADD+ADD , 2
272xverse ,0 ,any ,RMS_NORM+MUL , 5