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update model_weight (v0.6/nx12/std_v0.6 BPFOnly)
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Signed-off-by: Sunyanan Choochotkaew <[email protected]>
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sunya-ch committed Sep 1, 2023
1 parent 5488b12 commit cb16cad
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Showing 4 changed files with 4 additions and 4 deletions.
2 changes: 1 addition & 1 deletion data/model_weight/acpi_AbsPowerModel.json
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{"platform": {"All_Weights": {"Bias_Weight": 4067.51980453514, "Categorical_Variables": {}, "Numerical_Variables": {"kubelet_cpu_usage": {"mean": 8.225074882327771, "variance": 61.882611238231696, "weight": 128.77011809213587}, "kubelet_memory_bytes": {"mean": 9011536.046098989, "variance": 437786422376270.4, "weight": 11.4818854701994}}}}}
{"platform": {"All_Weights": {"Bias_Weight": 675.0225578776575, "Categorical_Variables": {}, "Numerical_Variables": {"bpf_cpu_time_us": {"mean": 5608.400902868793, "variance": 29661131.240907874, "weight": 121.40983831390102}}}}}
2 changes: 1 addition & 1 deletion data/model_weight/acpi_DynPowerModel.json
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{"platform": {"All_Weights": {"Bias_Weight": 3427.8961151990857, "Categorical_Variables": {}, "Numerical_Variables": {"kubelet_cpu_usage": {"mean": 0.3086623354989186, "variance": 0.11882551366884181, "weight": 141.0349581850243}, "kubelet_memory_bytes": {"mean": 274579.5528902216, "variance": 2763989623111.006, "weight": 4.932254845439169}}}}}
{"platform": {"All_Weights": {"Bias_Weight": 204.6670758834315, "Categorical_Variables": {}, "Numerical_Variables": {"bpf_cpu_time_us": {"mean": 5608.400902868793, "variance": 29661131.240907874, "weight": 120.84768898049641}}}}}
2 changes: 1 addition & 1 deletion data/model_weight/rapl_AbsPowerModel.json
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{"package": {"All_Weights": {"Bias_Weight": 492.81331116421853, "Categorical_Variables": {}, "Numerical_Variables": {"kubelet_cpu_usage": {"mean": 7.027426160337554, "variance": 103.57941658210046, "weight": 124.12345452953899}, "kubelet_memory_bytes": {"mean": 417264.87763713085, "variance": 2011494867164.6638, "weight": -3.391471763118659}}}}, "core": {"All_Weights": {"Bias_Weight": 0.0, "Categorical_Variables": {}, "Numerical_Variables": {"kubelet_cpu_usage": {"mean": 7.027426160337554, "variance": 103.57941658210046, "weight": 0.0}, "kubelet_memory_bytes": {"mean": 417264.87763713085, "variance": 2011494867164.6638, "weight": 0.0}}}}, "uncore": {"All_Weights": {"Bias_Weight": 0.0, "Categorical_Variables": {}, "Numerical_Variables": {"kubelet_cpu_usage": {"mean": 7.027426160337554, "variance": 103.57941658210046, "weight": 0.0}, "kubelet_memory_bytes": {"mean": 417264.87763713085, "variance": 2011494867164.6638, "weight": 0.0}}}}, "dram": {"All_Weights": {"Bias_Weight": 156.99352379329756, "Categorical_Variables": {}, "Numerical_Variables": {"kubelet_cpu_usage": {"mean": 7.027426160337554, "variance": 103.57941658210046, "weight": 1.4704234784754728}, "kubelet_memory_bytes": {"mean": 417264.87763713085, "variance": 2011494867164.6638, "weight": -0.48026078149576334}}}}}
{"package": {"All_Weights": {"Bias_Weight": 219.02968407422296, "Categorical_Variables": {}, "Numerical_Variables": {"bpf_cpu_time_us": {"mean": 5608.400902868793, "variance": 29661131.240907874, "weight": 96.90021588844634}}}}, "core": {"All_Weights": {"Bias_Weight": 0.0, "Categorical_Variables": {}, "Numerical_Variables": {"bpf_cpu_time_us": {"mean": 5608.400902868793, "variance": 29661131.240907874, "weight": 0.0}}}}, "uncore": {"All_Weights": {"Bias_Weight": 0.0, "Categorical_Variables": {}, "Numerical_Variables": {"bpf_cpu_time_us": {"mean": 5608.400902868793, "variance": 29661131.240907874, "weight": 0.0}}}}, "dram": {"All_Weights": {"Bias_Weight": 150.53779097819103, "Categorical_Variables": {}, "Numerical_Variables": {"bpf_cpu_time_us": {"mean": 5608.400902868793, "variance": 29661131.240907874, "weight": 9.858078902493753}}}}}
2 changes: 1 addition & 1 deletion data/model_weight/rapl_DynPowerModel.json
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{"package": {"All_Weights": {"Bias_Weight": 140.8809244744518, "Categorical_Variables": {}, "Numerical_Variables": {"kubelet_cpu_usage": {"mean": 7.027426160337554, "variance": 103.57941658210045, "weight": 124.69008698216625}, "kubelet_memory_bytes": {"mean": 417264.87763713085, "variance": 2011494867164.6638, "weight": -2.582378633216328}}}}, "core": {"All_Weights": {"Bias_Weight": 0.0, "Categorical_Variables": {}, "Numerical_Variables": {"kubelet_cpu_usage": {"mean": 7.027426160337554, "variance": 103.57941658210045, "weight": 0.0}, "kubelet_memory_bytes": {"mean": 417264.87763713085, "variance": 2011494867164.6638, "weight": 0.0}}}}, "uncore": {"All_Weights": {"Bias_Weight": 0.0, "Categorical_Variables": {}, "Numerical_Variables": {"kubelet_cpu_usage": {"mean": 7.027426160337554, "variance": 103.57941658210045, "weight": 0.0}, "kubelet_memory_bytes": {"mean": 417264.87763713085, "variance": 2011494867164.6638, "weight": 0.0}}}}, "dram": {"All_Weights": {"Bias_Weight": 2.6353736295072387, "Categorical_Variables": {}, "Numerical_Variables": {"kubelet_cpu_usage": {"mean": 7.027426160337554, "variance": 103.57941658210045, "weight": 1.33012561695696}, "kubelet_memory_bytes": {"mean": 417264.87763713085, "variance": 2011494867164.6638, "weight": 0.16372489537216126}}}}}
{"package": {"All_Weights": {"Bias_Weight": 167.79243025598456, "Categorical_Variables": {}, "Numerical_Variables": {"bpf_cpu_time_us": {"mean": 5608.400902868793, "variance": 29661131.240907874, "weight": 97.78841274089062}}}}, "core": {"All_Weights": {"Bias_Weight": 0.0, "Categorical_Variables": {}, "Numerical_Variables": {"bpf_cpu_time_us": {"mean": 5608.400902868793, "variance": 29661131.240907874, "weight": 0.0}}}}, "uncore": {"All_Weights": {"Bias_Weight": 0.0, "Categorical_Variables": {}, "Numerical_Variables": {"bpf_cpu_time_us": {"mean": 5608.400902868793, "variance": 29661131.240907874, "weight": 0.0}}}}, "dram": {"All_Weights": {"Bias_Weight": 78.34831096176026, "Categorical_Variables": {}, "Numerical_Variables": {"bpf_cpu_time_us": {"mean": 5608.400902868793, "variance": 29661131.240907874, "weight": 9.779342504001711}}}}}

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