Buckets:
| # test-fusion baseline for device MTL | |
| # arch ,moe ,mode ,label , count | |
| afmoe ,1 ,any ,MUL+ADD , 2 | |
| afmoe ,1 ,any ,RMS_NORM+MUL , 10 | |
| afmoe ,1 ,any ,RMS_NORM+MUL+ADD , 3 | |
| arcee ,0 ,any ,RMS_NORM+MUL , 5 | |
| arctic ,0 ,any ,MUL+ADD , 4 | |
| arctic ,0 ,any ,RMS_NORM+MUL , 7 | |
| arctic ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2 | |
| baichuan ,0 ,any ,RMS_NORM+MUL , 5 | |
| bailingmoe ,1 ,any ,ADD+ADD , 2 | |
| bailingmoe ,1 ,any ,MUL+ADD , 4 | |
| bailingmoe ,1 ,any ,RMS_NORM+MUL , 5 | |
| bailingmoe ,1 ,any ,SOFT_MAX+ARGSORT+GET_ROWS , 2 | |
| bailingmoe2 ,1 ,any ,ADD+ADD , 1 | |
| bailingmoe2 ,1 ,any ,MUL+ADD , 2 | |
| bailingmoe2 ,1 ,any ,RMS_NORM+MUL , 9 | |
| bailingmoe3 ,1 ,any ,ADD+ADD , 1 | |
| bailingmoe3 ,1 ,any ,GATED_DELTA_NET+CPY , 1 | |
| bailingmoe3 ,1 ,any ,MUL+ADD , 2 | |
| bailingmoe3 ,1 ,any ,RMS_NORM+MUL , 8 | |
| bailingmoe3 ,1 ,any ,RMS_NORM+SCALE , 2 | |
| beam ,0 ,any ,MUL+ADD , 6 | |
| beam ,0 ,any ,RMS_NORM+MUL , 25 | |
| bloom ,0 ,any ,NORM+MUL+ADD , 6 | |
| chatglm ,0 ,any ,RMS_NORM+MUL , 5 | |
| codeshell ,0 ,any ,NORM+MUL+ADD , 5 | |
| cogvlm ,0 ,any ,RMS_NORM+MUL , 5 | |
| cohere2 ,0 ,any ,ADD+ADD , 2 | |
| cohere2 ,0 ,any ,NORM+MUL , 3 | |
| cohere2moe ,1 ,any ,ADD+ADD , 2 | |
| cohere2moe ,1 ,any ,MUL+ADD , 2 | |
| cohere2moe ,1 ,any ,RMS_NORM+MUL , 3 | |
| command-r ,0 ,any ,NORM+MUL , 3 | |
| dbrx ,0 ,any ,MUL+ADD , 4 | |
| dbrx ,0 ,any ,NORM+MUL , 5 | |
| dbrx ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2 | |
| deci ,0 ,any ,RMS_NORM+MUL , 5 | |
| deepseek ,0 ,any ,ADD+ADD , 1 | |
| deepseek ,0 ,any ,MUL+ADD , 2 | |
| deepseek ,0 ,any ,RMS_NORM+MUL , 5 | |
| deepseek ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS , 1 | |
| deepseek2 ,0 ,any ,ADD+ADD , 1 | |
| deepseek2 ,0 ,any ,MUL+ADD , 2 | |
| deepseek2 ,0 ,any ,RMS_NORM+MUL , 9 | |
| deepseek32 ,0 ,any ,ADD+ADD , 1 | |
| deepseek32 ,0 ,any ,MUL+ADD , 2 | |
| deepseek32 ,0 ,any ,NORM+MUL+ADD , 2 | |
| deepseek32 ,0 ,any ,RMS_NORM+MUL , 9 | |
| deepseek4 ,0 ,any ,MUL+ADD , 8 | |
| deepseek4 ,0 ,any ,RMS_NORM+MUL , 20 | |
| deepseek41 ,0 ,any ,MUL+ADD , 12 | |
| deepseek41 ,0 ,any ,RMS_NORM+MUL , 29 | |
| dots1 ,0 ,any ,ADD+ADD , 1 | |
| dots1 ,0 ,any ,MUL+ADD , 2 | |
| dots1 ,0 ,any ,RMS_NORM+MUL , 9 | |
| dots3note ,0 ,any ,ADD+ADD , 1 | |
| dots3note ,0 ,any ,MUL+ADD , 2 | |
| dots3note ,0 ,any ,NORM+MUL+ADD , 1 | |
| dots3note ,0 ,any ,RMS_NORM+MUL , 11 | |
| dream ,0 ,any ,RMS_NORM+MUL , 5 | |
| ernie4_5-moe ,1 ,any ,ADD+ADD , 1 | |
| ernie4_5-moe ,1 ,any ,MUL+ADD , 2 | |
| ernie4_5-moe ,1 ,any ,RMS_NORM+MUL , 5 | |
| ernie4_5 ,0 ,any ,RMS_NORM+MUL , 5 | |
| exaone ,0 ,any ,RMS_NORM+MUL , 5 | |
| exaone-moe ,1 ,any ,ADD+ADD , 1 | |
| exaone-moe ,1 ,any ,MUL+ADD , 2 | |
| exaone-moe ,1 ,any ,RMS_NORM+MUL , 9 | |
| exaone4 ,0 ,any ,RMS_NORM+MUL , 5 | |
| exaone4 ,0 ,any ,RMS_NORM+MUL+ADD , 4 | |
| falcon ,0 ,any ,ADD+ADD , 2 | |
| falcon ,0 ,any ,NORM+MUL+ADD , 5 | |
| falcon-h1 ,0 ,any ,ADD+ADD , 2 | |
| falcon-h1 ,0 ,any ,RMS_NORM+MUL , 9 | |
| flint ,0 ,any ,ADD+ADD , 1 | |
| flint ,0 ,any ,MUL+ADD , 2 | |
| flint ,0 ,any ,RMS_NORM+MUL , 9 | |
| gemma ,0 ,any ,RMS_NORM+MUL , 5 | |
| gemma2 ,0 ,any ,RMS_NORM+MUL , 5 | |
| gemma2 ,0 ,any ,RMS_NORM+MUL+ADD , 4 | |
| gemma3 ,0 ,any ,RMS_NORM+MUL , 9 | |
| gemma3 ,0 ,any ,RMS_NORM+MUL+ADD , 4 | |
| glm-dsa ,0 ,any ,ADD+ADD , 1 | |
| glm-dsa ,0 ,any ,MUL+ADD , 2 | |
| glm-dsa ,0 ,any ,NORM+MUL+ADD , 2 | |
| glm-dsa ,0 ,any ,RMS_NORM+MUL , 9 | |
| glm4 ,0 ,any ,RMS_NORM+MUL , 5 | |
| glm4 ,0 ,any ,RMS_NORM+MUL+ADD , 4 | |
| glm4moe ,1 ,any ,ADD+ADD , 1 | |
| glm4moe ,1 ,any ,MUL+ADD , 2 | |
| glm4moe ,1 ,any ,RMS_NORM+MUL , 9 | |
| glm5-next ,0 ,any ,ADD+ADD+ADD , 1 | |
| glm5-next ,0 ,any ,GATED_DELTA_NET+CPY , 1 | |
| glm5-next ,0 ,any ,MUL+ADD , 2 | |
| glm5-next ,0 ,any ,NORM+MUL+ADD , 1 | |
| glm5-next ,0 ,any ,RMS_NORM+MUL , 8 | |
| glm5-next ,0 ,any ,RMS_NORM+SCALE , 2 | |
| gpt-oss ,0 ,any ,MUL+ADD , 4 | |
| gpt-oss ,0 ,any ,RMS_NORM+MUL , 5 | |
| gpt2 ,0 ,any ,NORM+MUL+ADD , 5 | |
| gptneox ,0 ,any ,NORM+MUL+ADD , 5 | |
| granite ,0 ,any ,RMS_NORM+MUL , 5 | |
| granite ,0 ,any ,MUL+ADD , 4 | |
| granite ,0 ,any ,RMS_NORM+MUL , 5 | |
| granite ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2 | |
| granite_swa ,0 ,any ,RMS_NORM+MUL , 5 | |
| granitehybrid ,0 ,any ,RMS_NORM+MUL , 6 | |
| granitemoe ,1 ,any ,RMS_NORM+MUL , 5 | |
| granitemoe ,1 ,any ,MUL+ADD , 4 | |
| granitemoe ,1 ,any ,RMS_NORM+MUL , 5 | |
| granitemoe ,1 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2 | |
| grok ,0 ,any ,MUL+ADD , 4 | |
| grok ,0 ,any ,RMS_NORM+MUL , 5 | |
| grok ,0 ,any ,RMS_NORM+MUL+ADD , 4 | |
| grok ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2 | |
| grovemoe ,1 ,any ,ADD+ADD , 2 | |
| grovemoe ,1 ,any ,MUL+ADD , 8 | |
| grovemoe ,1 ,any ,RMS_NORM+MUL , 9 | |
| hunyuan-dense ,0 ,any ,RMS_NORM+MUL , 9 | |
| hunyuan-moe ,1 ,any ,ADD+ADD , 2 | |
| hunyuan-moe ,1 ,any ,MUL+ADD , 4 | |
| hunyuan-moe ,1 ,any ,RMS_NORM+MUL , 9 | |
| hunyuan-moe ,1 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2 | |
| hunyuan_vl ,0 ,any ,RMS_NORM+MUL , 9 | |
| hy_v3 ,0 ,any ,ADD+ADD , 2 | |
| hy_v3 ,0 ,any ,MUL+ADD , 4 | |
| hy_v3 ,0 ,any ,RMS_NORM+MUL , 9 | |
| hy_v4 ,0 ,any ,MUL+ADD , 2 | |
| hy_v4 ,0 ,any ,NORM+MUL+ADD , 1 | |
| hy_v4 ,0 ,any ,RMS_NORM+MUL , 9 | |
| internlm2 ,0 ,any ,RMS_NORM+MUL , 5 | |
| jais ,0 ,any ,NORM+MUL+ADD , 5 | |
| jais2 ,0 ,any ,NORM+MUL+ADD , 5 | |
| jamba ,0 ,any ,RMS_NORM+MUL , 8 | |
| k2-horizon ,0 ,any ,RMS_NORM+MUL , 4 | |
| k2-horizon ,0 ,any ,ADD+ADD , 1 | |
| k2-horizon ,0 ,any ,MUL+ADD , 2 | |
| k2-horizon ,0 ,any ,RMS_NORM+MUL , 4 | |
| kimi-k3 ,0 ,any ,GATED_DELTA_NET+CPY , 1 | |
| kimi-k3 ,0 ,any ,MUL+ADD , 2 | |
| kimi-k3 ,0 ,any ,RMS_NORM+MUL , 17 | |
| kimi-k3 ,0 ,any ,RMS_NORM+SCALE , 2 | |
| kimi-linear ,0 ,any ,ADD+ADD , 1 | |
| kimi-linear ,0 ,any ,GATED_DELTA_NET+CPY , 1 | |
| kimi-linear ,0 ,any ,MUL+ADD , 2 | |
| kimi-linear ,0 ,any ,RMS_NORM+MUL , 7 | |
| kimi-linear ,0 ,any ,RMS_NORM+SCALE , 2 | |
| kolibri1 ,0 ,any ,MUL+ADD , 4 | |
| kolibri1 ,0 ,any ,RMS_NORM+MUL , 10 | |
| kolibri1 ,0 ,any ,RMS_NORM+MUL+ADD , 3 | |
| laguna ,0 ,any ,ADD+ADD , 1 | |
| laguna ,0 ,any ,MUL+ADD , 2 | |
| laguna ,0 ,any ,RMS_NORM+MUL , 9 | |
| lfm2 ,0 ,any ,RMS_NORM+MUL , 7 | |
| lfm2moe ,1 ,any ,MUL+ADD , 2 | |
| lfm2moe ,1 ,any ,RMS_NORM+MUL , 7 | |
| lfm3 ,0 ,any ,RMS_NORM+MUL , 17 | |
| llada ,0 ,any ,RMS_NORM+MUL , 5 | |
| llada-moe ,1 ,any ,MUL+ADD , 4 | |
| llada-moe ,1 ,any ,RMS_NORM+MUL , 9 | |
| llada-moe ,1 ,any ,SOFT_MAX+ARGSORT+GET_ROWS , 2 | |
| llama ,0 ,any ,RMS_NORM+MUL , 5 | |
| llama ,0 ,any ,MUL+ADD , 4 | |
| llama ,0 ,any ,RMS_NORM+MUL , 5 | |
| llama ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2 | |
| llama4 ,0 ,any ,ADD+ADD , 2 | |
| llama4 ,0 ,any ,RMS_NORM+MUL , 9 | |
| maincoder ,0 ,any ,RMS_NORM+MUL , 9 | |
| maion-coder ,0 ,any ,MUL+ADD , 4 | |
| maion-coder ,0 ,any ,RMS_NORM+MUL , 17 | |
| maion-coder ,0 ,any ,RMS_NORM+MUL+ADD , 8 | |
| maion-coder ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2 | |
| mamba ,0 ,any ,RMS_NORM+MUL , 3 | |
| mamba2 ,0 ,any ,RMS_NORM+MUL , 5 | |
| maple ,0 ,any ,MUL+ADD , 4 | |
| maple ,0 ,any ,RMS_NORM+MUL , 9 | |
| maple ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2 | |
| mellum ,0 ,any ,MUL+ADD , 4 | |
| mellum ,0 ,any ,RMS_NORM+MUL , 9 | |
| mellum ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2 | |
| mimo2 ,0 ,any ,MUL+ADD , 4 | |
| mimo2 ,0 ,any ,RMS_NORM+MUL , 5 | |
| minicpm ,0 ,any ,RMS_NORM+MUL , 5 | |
| minicpm ,0 ,any ,MUL+ADD , 4 | |
| minicpm ,0 ,any ,RMS_NORM+MUL , 5 | |
| minicpm ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2 | |
| minicpm3 ,0 ,any ,RMS_NORM+MUL , 9 | |
| minimax-01 ,0 ,any ,MUL+ADD , 4 | |
| minimax-01 ,0 ,any ,RMS_NORM+MUL , 6 | |
| minimax-01 ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2 | |
| minimax-m2 ,0 ,any ,MUL+ADD , 4 | |
| minimax-m2 ,0 ,any ,RMS_NORM+MUL , 9 | |
| minimax-m3 ,0 ,any ,ADD+ADD , 1 | |
| minimax-m3 ,0 ,any ,MUL+ADD , 2 | |
| minimax-m3 ,0 ,any ,RMS_NORM+MUL , 11 | |
| mistral-large4 ,0 ,any ,ADD+ADD , 3 | |
| mistral-large4 ,0 ,any ,MUL+ADD , 6 | |
| mistral-large4 ,0 ,any ,NORM+MUL+ADD , 6 | |
| mistral-large4 ,0 ,any ,RMS_NORM+MUL , 12 | |
| mistral3 ,0 ,any ,RMS_NORM+MUL , 5 | |
| mistral3 ,0 ,any ,MUL+ADD , 4 | |
| mistral3 ,0 ,any ,RMS_NORM+MUL , 5 | |
| mistral3 ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2 | |
| mistral4 ,0 ,any ,ADD+ADD , 1 | |
| mistral4 ,0 ,any ,MUL+ADD , 2 | |
| mistral4 ,0 ,any ,RMS_NORM+MUL , 9 | |
| mpt ,0 ,any ,NORM+MUL+ADD , 5 | |
| muse-glimmer ,0 ,any ,RMS_NORM+MUL , 10 | |
| muse-glimmer ,0 ,any ,RMS_NORM+MUL+ADD , 3 | |
| muse-spark ,0 ,any ,MUL+ADD , 4 | |
| muse-spark ,0 ,any ,RMS_NORM+MUL , 14 | |
| nanbeige ,0 ,any ,RMS_NORM+MUL , 5 | |
| nemotron ,0 ,any ,NORM+MUL+ADD , 5 | |
| nemotron_h ,0 ,any ,RMS_NORM+MUL , 5 | |
| nemotron_h_moe ,1 ,any ,RMS_NORM+MUL , 5 | |
| olmo2 ,0 ,any ,RMS_NORM+MUL , 5 | |
| olmo2 ,0 ,any ,RMS_NORM+MUL+ADD , 4 | |
| olmoe ,1 ,any ,MUL+ADD , 4 | |
| olmoe ,1 ,any ,RMS_NORM+MUL , 9 | |
| olmoe ,1 ,any ,SOFT_MAX+ARGSORT+GET_ROWS , 2 | |
| openelm ,0 ,any ,RMS_NORM+MUL , 9 | |
| orion ,0 ,any ,NORM+MUL+ADD , 5 | |
| paddleocr ,0 ,any ,RMS_NORM+MUL , 5 | |
| pangu-embedded ,0 ,any ,RMS_NORM+MUL , 5 | |
| phi2 ,0 ,any ,ADD+ADD , 2 | |
| phi2 ,0 ,any ,NORM+MUL+ADD , 3 | |
| phi3 ,0 ,any ,RMS_NORM+MUL , 5 | |
| phimoe ,1 ,any ,MUL+ADD , 4 | |
| phimoe ,1 ,any ,RMS_NORM+MUL+ADD , 5 | |
| phimoe ,1 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2 | |
| plamo ,0 ,any ,ADD+ADD , 2 | |
| plamo ,0 ,any ,RMS_NORM+MUL , 3 | |
| plamo2 ,0 ,any ,RMS_NORM+MUL , 10 | |
| plamo2 ,0 ,any ,RMS_NORM+MUL+ADD , 4 | |
| plamo2 ,0 ,any ,SSM_CONV+UNARY , 1 | |
| plamo3 ,0 ,any ,RMS_NORM+MUL , 9 | |
| plamo3 ,0 ,any ,RMS_NORM+MUL+ADD , 4 | |
| pockettts ,0 ,any ,NORM+MUL+ADD , 5 | |
| qwen ,0 ,any ,RMS_NORM+MUL , 5 | |
| qwen2 ,0 ,any ,RMS_NORM+MUL , 5 | |
| qwen2moe ,1 ,any ,ADD+ADD , 2 | |
| qwen2moe ,1 ,any ,MUL+ADD , 4 | |
| qwen2moe ,1 ,any ,RMS_NORM+MUL , 5 | |
| qwen2moe ,1 ,any ,SOFT_MAX+ARGSORT+GET_ROWS , 2 | |
| qwen2vl ,0 ,any ,RMS_NORM+MUL , 5 | |
| qwen3 ,0 ,any ,RMS_NORM+MUL , 9 | |
| qwen35 ,0 ,any ,GATED_DELTA_NET+CPY , 1 | |
| qwen35 ,0 ,any ,RMS_NORM+MUL , 8 | |
| qwen35 ,0 ,any ,RMS_NORM+SCALE , 2 | |
| qwen35 ,0 ,any ,SSM_CONV+UNARY , 1 | |
| qwen35moe ,1 ,any ,ADD+ADD , 2 | |
| qwen35moe ,1 ,any ,GATED_DELTA_NET+CPY , 1 | |
| qwen35moe ,1 ,any ,MUL+ADD , 4 | |
| qwen35moe ,1 ,any ,RMS_NORM+MUL , 8 | |
| qwen35moe ,1 ,any ,RMS_NORM+SCALE , 2 | |
| qwen35moe ,1 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2 | |
| qwen35moe ,1 ,any ,SSM_CONV+UNARY , 1 | |
| qwen3moe ,1 ,any ,MUL+ADD , 4 | |
| qwen3moe ,1 ,any ,RMS_NORM+MUL , 9 | |
| qwen3moe ,1 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2 | |
| qwen3next ,0 ,any ,ADD+ADD , 2 | |
| qwen3next ,0 ,any ,GATED_DELTA_NET+CPY , 1 | |
| qwen3next ,0 ,any ,MUL+ADD , 4 | |
| qwen3next ,0 ,any ,RMS_NORM+MUL , 8 | |
| qwen3next ,0 ,any ,RMS_NORM+SCALE , 2 | |
| qwen3next ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2 | |
| qwen3next ,0 ,any ,SSM_CONV+UNARY , 1 | |
| qwen3tts ,0 ,any ,RMS_NORM+MUL , 9 | |
| qwen3vl ,0 ,any ,RMS_NORM+MUL , 9 | |
| qwen3vlmoe ,1 ,any ,MUL+ADD , 4 | |
| qwen3vlmoe ,1 ,any ,RMS_NORM+MUL , 9 | |
| qwen3vlmoe ,1 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2 | |
| qwen4exp ,0 ,any ,ADD+ADD+ADD , 2 | |
| qwen4exp ,0 ,any ,GATED_DELTA_NET+CPY , 1 | |
| qwen4exp ,0 ,any ,MUL+ADD , 4 | |
| qwen4exp ,0 ,any ,RMS_NORM+MUL , 13 | |
| qwen4exp ,0 ,any ,RMS_NORM+SCALE , 2 | |
| qwen4exp ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2 | |
| qwen4exp ,0 ,any ,SSM_CONV+UNARY , 1 | |
| refact ,0 ,any ,RMS_NORM+MUL , 5 | |
| refact ,0 ,any ,RMS_NORM+MUL , 5 | |
| rnd1 ,0 ,any ,MUL+ADD , 4 | |
| rnd1 ,0 ,any ,RMS_NORM+MUL , 9 | |
| rnd1 ,0 ,any ,SOFT_MAX+ARGSORT+GET_ROWS+SUM_ROWS+CLAMP+DIV, 2 | |
| seed_oss ,0 ,any ,RMS_NORM+MUL , 5 | |
| smallthinker ,0 ,any ,MUL+ADD , 4 | |
| smallthinker ,0 ,any ,RMS_NORM+MUL , 5 | |
| smollm3 ,0 ,any ,RMS_NORM+MUL , 5 | |
| spark2_5 ,0 ,any ,RMS_NORM+MUL , 5 | |
| stablelm ,0 ,any ,NORM+MUL , 4 | |
| stablelm ,0 ,any ,NORM+MUL+ADD , 5 | |
| starcoder ,0 ,any ,NORM+MUL+ADD , 5 | |
| starcoder2 ,0 ,any ,NORM+MUL+ADD , 5 | |
| talkie ,0 ,any ,ADD+ADD , 2 | |
| xverse ,0 ,any ,RMS_NORM+MUL , 5 | |
Xet Storage Details
- Size:
- 21.6 kB
- Xet hash:
- c2676e84bfbaac5d51a6e1b7d4edb0d064efe1de13f2210d0f0bf00a259fcf2d
·
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