DecoupAttn-plans / dr /plan.json
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DecoupAttn plans and calibration tables of the paper
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{
"model": "dr",
"config": "v3dr_ours.npz",
"mtag": "decoup_v3dr_ours_C880_b1_ds1_dl1_cp-wlpisa",
"tile": "2x4x16",
"R4a": "once",
"stale_wl": 0.46,
"S_max": 1.23,
"gate": "sparse",
"target_exec_density": 0.2,
"exec_density": 0.1999951774691358,
"real_density": 0.19903374017957354,
"share_dense": 0.031635802469135804,
"share_comp_only": 0.10146604938271606,
"share_mean_only_units": 0.0,
"share_mean_only_units_of_sparse": 0.0,
"mean_only_calls": 0,
"calls": 81,
"per_step": {
"1": {
"exec_density": 0.24049610690235693,
"real_density": 0.2397727272727273,
"dense": 0.011574074074074073,
"comp_only": 0.06712962962962964,
"mean_only_units": 0.0
},
"2": {
"exec_density": 0.29317787247474747,
"real_density": 0.29248211279461284,
"dense": 0.08333333333333333,
"comp_only": 0.06481481481481481,
"mean_only_units": 0.0
},
"3": {
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"real_density": 0.06484638047138047,
"dense": 0.0,
"comp_only": 0.1724537037037037,
"mean_only_units": 0.0
}
},
"option_hist": {
"D": 82,
"S05": 631,
"S10": 380,
"S15": 261,
"S20": 276,
"S30": 305,
"S45": 394,
"CO": 263
},
"pred_sum_J_e": 5412645.0687587205,
"J_source": "solve.json key wStep [9.24e-12, 7.08e-12, 8.45e-13] (per sparse step; layers / heads share)",
"errcal_files": [
"syn_train_0009_s1000.npz",
"syn_train_0020_s1000.npz",
"syn_train_0043_s1000.npz",
"syn_train_0134_s1000.npz"
],
"cost_model": "ours_v2 v2_bcomp.fit('dr') per-compensation (WL-pisa / mean-only) fast-path fit",
"pred_ms": 3739.3150103654966,
"pred_x_vs_dense": 1.1508803064585507,
"T_dense_model": 4303.504005074501,
"sparse_layers": 27,
"sparse_calls": 81,
"solver": {
"mu": 19796.07095266633,
"fill_moves": 4
},
"C": 880,
"km_iters": 10,
"build_step": 1,
"levels": [
0.05,
0.1,
0.15,
0.2,
0.3,
0.45
],
"test_psnr": {
"t1": 50.859299116843694,
"t15": 50.87059192464069
}
}