DecoupAttn-plans / wan21 /plan.json
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DecoupAttn plans and calibration tables of the paper
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{
"model": "wan21",
"config": "v3wan480_ours.npz",
"mtag": "decoup_v3wan480_ours_C880_b1_ds1_dl1_cp-wlpisa",
"tile": "4x4x8",
"R4a": "reassign",
"stale_wl": 2.73,
"S_max": 1.13,
"gate": "sparse",
"target_exec_density": 0.2,
"exec_density": 0.19999970504225223,
"real_density": 0.1652776610141126,
"share_dense": 0.040170940170940174,
"share_comp_only": 0.19145299145299147,
"share_mean_only_units": 0.0,
"share_mean_only_units_of_sparse": 0.0,
"mean_only_calls": 0,
"calls": 117,
"per_step": {
"1": {
"exec_density": 0.3774012668504074,
"real_density": 0.32131878284897913,
"dense": 0.11987179487179488,
"comp_only": 0.10961538461538461,
"mean_only_units": 0.0
},
"2": {
"exec_density": 0.15421949730346463,
"real_density": 0.12108119591222813,
"dense": 0.000641025641025641,
"comp_only": 0.16923076923076924,
"mean_only_units": 0.0
},
"3": {
"exec_density": 0.06837835097288465,
"real_density": 0.05343300428113052,
"dense": 0.0,
"comp_only": 0.2955128205128205,
"mean_only_units": 0.0
}
},
"option_hist": {
"D": 188,
"S05": 1361,
"S10": 750,
"S15": 465,
"S20": 444,
"S30": 349,
"S45": 227,
"CO": 896
},
"pred_sum_J_e": 5641560.17985902,
"J_source": "weights.json key J [3][40] (step x layer, heads share)",
"errcal_files": [
"train_00_s1000.npz",
"train_01_s1000.npz",
"train_02_s1000.npz",
"train_03_s1000.npz"
],
"cost_model": "ours_v2 v2_core.FITS['wan'] (one fit for both compensations)",
"pred_ms": 13172.511580099894,
"pred_x_vs_dense": 1.0413376726733012,
"T_dense_model": 13717.032552083334,
"sparse_layers": 39,
"sparse_calls": 117,
"solver": {
"mu": 12274.313933167608,
"fill_moves": 2
},
"C": 880,
"km_iters": 10,
"build_step": 1,
"levels": [
0.05,
0.1,
0.15,
0.2,
0.3,
0.45
],
"test_psnr": 24.69996253318409
}