claim1_audit dict | forecast list | ablation list | efficiency dict | meta dict |
|---|---|---|---|---|
{
"commit": "b4ac7c967f4a873c6908978230485125f71f6419",
"kernel_formula_max_abs_err": 4.2060862925907827e-7,
"residual_max_abs_err": 4.2060862925907827e-7,
"symmetry_max_abs_err": 0,
"pass": true,
"github": "https://github.com/cheonwoolee/SiGMA/tree/b4ac7c967f4a873c6908978230485125f71f6419"
} | [
{
"variant": "sigma",
"pred_len": 96,
"epochs": 10,
"mse": 0.3796258568763733,
"mae": 0.3948414623737335,
"train_seconds": 17.977818250656128,
"device": "cuda:0"
},
{
"variant": "sigma",
"pred_len": 192,
"epochs": 10,
"mse": 0.431268572807312,
"mae": 0.42594707012... | [
{
"variant": "sigma",
"pred_len": 720,
"epochs": 10,
"mse": 0.4596738815307617,
"mae": 0.4551485776901245,
"train_seconds": 11.567788124084473,
"device": "cuda:0"
},
{
"variant": "timemixer_mix",
"pred_len": 720,
"epochs": 10,
"mse": 0.49583956599235535,
"mae": 0.... | {
"SiGMA": {
"ms_per_iter": 5.519927719997213,
"peak_mem_mb": 122.5068359375,
"params": 159743
},
"AMD_proxy": {
"ms_per_iter": 12.150633719993493,
"peak_mem_mb": 114.06982421875,
"params": 91825
},
"ratios": {
"speedup_amd_proxy_over_sigma": 2.2012305842293944,
"mem_amd_proxy_... | {
"cuda": true,
"device_name": "NVIDIA A10G",
"torch": "2.13.0+cu130",
"epochs": 10,
"commit": "b4ac7c967f4a873c6908978230485125f71f6419",
"code": "https://github.com/cheonwoolee/SiGMA/tree/b4ac7c967f4a873c6908978230485125f71f6419",
"paper": "https://arxiv.org/abs/2605.31129"
} |
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