NON-TARGET ARRAYS: exact numerical agreement expected --------------------------------------------------------------------------------------------------------- file shape old dtype new dtype result max |difference| unequal day_ind_all.npy (6695922, 1) int64 int32 EXACT 0.00000000e+00 0 day_ind_test.npy (1673981, 1) int64 int32 EXACT 0.00000000e+00 0 day_ind_train.npy (3347961, 1) int64 int32 EXACT 0.00000000e+00 0 day_ind_valid.npy (1673980, 1) int64 int32 EXACT 0.00000000e+00 0 land_frac_all.npy (6695922, 1) float32 float32 EXACT 0.00000000e+00 0 land_frac_test.npy (1673981, 1) float32 float32 EXACT 0.00000000e+00 0 land_frac_train.npy (3347961, 1) float32 float32 EXACT 0.00000000e+00 0 land_frac_valid.npy (1673980, 1) float32 float32 EXACT 0.00000000e+00 0 lat_all.npy (6695922, 1) float64 float64 EXACT 0.00000000e+00 0 lat_test.npy (1673981, 1) float64 float64 EXACT 0.00000000e+00 0 lat_train.npy (3347961, 1) float64 float64 EXACT 0.00000000e+00 0 lat_valid.npy (1673980, 1) float64 float64 EXACT 0.00000000e+00 0 lev_ind_all.npy (6695922, 1) int64 int32 EXACT 0.00000000e+00 0 lev_ind_test.npy (1673981, 1) int64 int32 EXACT 0.00000000e+00 0 lev_ind_train.npy (3347961, 1) int64 int32 EXACT 0.00000000e+00 0 lev_ind_valid.npy (1673980, 1) int64 int32 EXACT 0.00000000e+00 0 lon_all.npy (6695922, 1) float64 float64 EXACT 0.00000000e+00 0 lon_test.npy (1673981, 1) float64 float64 EXACT 0.00000000e+00 0 lon_train.npy (3347961, 1) float64 float64 EXACT 0.00000000e+00 0 lon_valid.npy (1673980, 1) float64 float64 EXACT 0.00000000e+00 0 xall.npy (6695922, 39) float64 float32 EXACT 0.00000000e+00 0 xtest.npy (1673981, 39) float64 float32 EXACT 0.00000000e+00 0 xtrain.npy (3347961, 39) float64 float32 EXACT 0.00000000e+00 0 xvalid.npy (1673980, 39) float64 float32 EXACT 0.00000000e+00 0 TARGET ARRAYS: rounding-level differences may occur Tolerance: rtol=1e-05, atol=0 yall.npy: old (6695922, 20) float32; new (6695922, 20) float32 target exact % close % mean |d| RMSE target RMS NRMSE max |d| bc_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 1.14357e-11 0.00000e+00 0.00000e+00 bc_a4 100.0000 100.0000 0.00000e+00 0.00000e+00 1.14357e-11 0.00000e+00 0.00000e+00 pom_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 3.47240e-11 0.00000e+00 0.00000e+00 pom_a4 100.0000 100.0000 0.00000e+00 0.00000e+00 3.47240e-11 0.00000e+00 0.00000e+00 so4_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 1.81987e-12 0.00000e+00 0.00000e+00 so4_a2 100.0000 100.0000 0.00000e+00 0.00000e+00 2.59553e-13 0.00000e+00 0.00000e+00 so4_a3 100.0000 100.0000 0.00000e+00 0.00000e+00 5.92318e-14 0.00000e+00 0.00000e+00 mom_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 9.64996e-20 0.00000e+00 0.00000e+00 mom_a2 100.0000 100.0000 0.00000e+00 0.00000e+00 9.68289e-20 0.00000e+00 0.00000e+00 mom_a4 100.0000 100.0000 0.00000e+00 0.00000e+00 2.77929e-21 0.00000e+00 0.00000e+00 ncl_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 1.04035e-15 0.00000e+00 0.00000e+00 ncl_a2 100.0000 100.0000 0.00000e+00 0.00000e+00 1.04035e-15 0.00000e+00 0.00000e+00 soa_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 4.40793e-11 0.00000e+00 0.00000e+00 soa_a2 100.0000 100.0000 0.00000e+00 0.00000e+00 1.00117e-12 0.00000e+00 0.00000e+00 soa_a3 100.0000 100.0000 0.00000e+00 0.00000e+00 3.33479e-12 0.00000e+00 0.00000e+00 num_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 1.41335e+08 0.00000e+00 0.00000e+00 num_a2 100.0000 100.0000 0.00000e+00 0.00000e+00 1.41930e+09 0.00000e+00 0.00000e+00 num_a4 100.0000 100.0000 0.00000e+00 0.00000e+00 5.15339e+08 0.00000e+00 0.00000e+00 H2SO4 100.0000 100.0000 0.00000e+00 0.00000e+00 1.80047e-12 0.00000e+00 0.00000e+00 SOAG 100.0000 100.0000 0.00000e+00 0.00000e+00 4.68564e-11 0.00000e+00 0.00000e+00 ytrain.npy: old (3347961, 20) float32; new (3347961, 20) float32 target exact % close % mean |d| RMSE target RMS NRMSE max |d| bc_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 1.17474e-11 0.00000e+00 0.00000e+00 bc_a4 100.0000 100.0000 0.00000e+00 0.00000e+00 1.17474e-11 0.00000e+00 0.00000e+00 pom_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 3.55203e-11 0.00000e+00 0.00000e+00 pom_a4 100.0000 100.0000 0.00000e+00 0.00000e+00 3.55203e-11 0.00000e+00 0.00000e+00 so4_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 1.81528e-12 0.00000e+00 0.00000e+00 so4_a2 100.0000 100.0000 0.00000e+00 0.00000e+00 2.62791e-13 0.00000e+00 0.00000e+00 so4_a3 100.0000 100.0000 0.00000e+00 0.00000e+00 5.84803e-14 0.00000e+00 0.00000e+00 mom_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 9.54416e-20 0.00000e+00 0.00000e+00 mom_a2 100.0000 100.0000 0.00000e+00 0.00000e+00 9.57644e-20 0.00000e+00 0.00000e+00 mom_a4 100.0000 100.0000 0.00000e+00 0.00000e+00 2.68349e-21 0.00000e+00 0.00000e+00 ncl_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 1.02541e-15 0.00000e+00 0.00000e+00 ncl_a2 100.0000 100.0000 0.00000e+00 0.00000e+00 1.02541e-15 0.00000e+00 0.00000e+00 soa_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 4.39865e-11 0.00000e+00 0.00000e+00 soa_a2 100.0000 100.0000 0.00000e+00 0.00000e+00 1.00681e-12 0.00000e+00 0.00000e+00 soa_a3 100.0000 100.0000 0.00000e+00 0.00000e+00 3.32111e-12 0.00000e+00 0.00000e+00 num_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 1.41469e+08 0.00000e+00 0.00000e+00 num_a2 100.0000 100.0000 0.00000e+00 0.00000e+00 1.42584e+09 0.00000e+00 0.00000e+00 num_a4 100.0000 100.0000 0.00000e+00 0.00000e+00 5.32029e+08 0.00000e+00 0.00000e+00 H2SO4 100.0000 100.0000 0.00000e+00 0.00000e+00 1.79201e-12 0.00000e+00 0.00000e+00 SOAG 100.0000 100.0000 0.00000e+00 0.00000e+00 4.67571e-11 0.00000e+00 0.00000e+00 yvalid.npy: old (1673980, 20) float32; new (1673980, 20) float32 target exact % close % mean |d| RMSE target RMS NRMSE max |d| bc_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 1.05149e-11 0.00000e+00 0.00000e+00 bc_a4 100.0000 100.0000 0.00000e+00 0.00000e+00 1.05149e-11 0.00000e+00 0.00000e+00 pom_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 3.23776e-11 0.00000e+00 0.00000e+00 pom_a4 100.0000 100.0000 0.00000e+00 0.00000e+00 3.23776e-11 0.00000e+00 0.00000e+00 so4_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 1.83432e-12 0.00000e+00 0.00000e+00 so4_a2 100.0000 100.0000 0.00000e+00 0.00000e+00 2.46531e-13 0.00000e+00 0.00000e+00 so4_a3 100.0000 100.0000 0.00000e+00 0.00000e+00 6.03328e-14 0.00000e+00 0.00000e+00 mom_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 1.01320e-19 0.00000e+00 0.00000e+00 mom_a2 100.0000 100.0000 0.00000e+00 0.00000e+00 1.01691e-19 0.00000e+00 0.00000e+00 mom_a4 100.0000 100.0000 0.00000e+00 0.00000e+00 3.07946e-21 0.00000e+00 0.00000e+00 ncl_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 1.03138e-15 0.00000e+00 0.00000e+00 ncl_a2 100.0000 100.0000 0.00000e+00 0.00000e+00 1.03138e-15 0.00000e+00 0.00000e+00 soa_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 4.41034e-11 0.00000e+00 0.00000e+00 soa_a2 100.0000 100.0000 0.00000e+00 0.00000e+00 9.98177e-13 0.00000e+00 0.00000e+00 soa_a3 100.0000 100.0000 0.00000e+00 0.00000e+00 3.36101e-12 0.00000e+00 0.00000e+00 num_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 1.38634e+08 0.00000e+00 0.00000e+00 num_a2 100.0000 100.0000 0.00000e+00 0.00000e+00 1.43029e+09 0.00000e+00 0.00000e+00 num_a4 100.0000 100.0000 0.00000e+00 0.00000e+00 4.69288e+08 0.00000e+00 0.00000e+00 H2SO4 100.0000 100.0000 0.00000e+00 0.00000e+00 1.82597e-12 0.00000e+00 0.00000e+00 SOAG 100.0000 100.0000 0.00000e+00 0.00000e+00 4.69003e-11 0.00000e+00 0.00000e+00 ytest.npy: old (1673981, 20) float32; new (1673981, 20) float32 target exact % close % mean |d| RMSE target RMS NRMSE max |d| bc_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 1.16847e-11 0.00000e+00 0.00000e+00 bc_a4 100.0000 100.0000 0.00000e+00 0.00000e+00 1.16847e-11 0.00000e+00 0.00000e+00 pom_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 3.53744e-11 0.00000e+00 0.00000e+00 pom_a4 100.0000 100.0000 0.00000e+00 0.00000e+00 3.53744e-11 0.00000e+00 0.00000e+00 so4_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 1.81450e-12 0.00000e+00 0.00000e+00 so4_a2 100.0000 100.0000 0.00000e+00 0.00000e+00 2.65661e-13 0.00000e+00 0.00000e+00 so4_a3 100.0000 100.0000 0.00000e+00 0.00000e+00 5.96126e-14 0.00000e+00 0.00000e+00 mom_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 9.36201e-20 0.00000e+00 0.00000e+00 mom_a2 100.0000 100.0000 0.00000e+00 0.00000e+00 9.39188e-20 0.00000e+00 0.00000e+00 mom_a4 100.0000 100.0000 0.00000e+00 0.00000e+00 2.64813e-21 0.00000e+00 0.00000e+00 ncl_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 1.07824e-15 0.00000e+00 0.00000e+00 ncl_a2 100.0000 100.0000 0.00000e+00 0.00000e+00 1.07824e-15 0.00000e+00 0.00000e+00 soa_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 4.42402e-11 0.00000e+00 0.00000e+00 soa_a2 100.0000 100.0000 0.00000e+00 0.00000e+00 9.92802e-13 0.00000e+00 0.00000e+00 soa_a3 100.0000 100.0000 0.00000e+00 0.00000e+00 3.33576e-12 0.00000e+00 0.00000e+00 num_a1 100.0000 100.0000 0.00000e+00 0.00000e+00 1.43721e+08 0.00000e+00 0.00000e+00 num_a2 100.0000 100.0000 0.00000e+00 0.00000e+00 1.39496e+09 0.00000e+00 0.00000e+00 num_a4 100.0000 100.0000 0.00000e+00 0.00000e+00 5.25317e+08 0.00000e+00 0.00000e+00 H2SO4 100.0000 100.0000 0.00000e+00 0.00000e+00 1.79166e-12 0.00000e+00 0.00000e+00 SOAG 100.0000 100.0000 0.00000e+00 0.00000e+00 4.70105e-11 0.00000e+00 0.00000e+00 DETAILED FLOAT32-CANCELLATION DIAGNOSTICS (yall/xall) float32 epsilon = 1.19209290e-07 bc_a1 target RMS: 1.14356752e-11 zero/sign categories (%): both zero=0.00172, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=99.99828, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 0.29930% quantiles of |difference| / rounding_scale [50%, 90%, 99%, 99.9%, max]: 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00 quantiles of |target| / |pre-microphysics| [0%, 1%, 10%, 50%, 90%, 99%, max]: 0.00000e+00, 2.56597e-06, 1.19168e-05, 1.61389e-04, 3.90656e-03, 3.00985e-02, 7.83043e-01 Binned by |target| / target_RMS range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-06) 31892 0.47629 5.22369e-18 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 2357632 35.20997 5.53078e-16 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3303239 49.33210 2.91186e-14 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 957122 14.29410 2.42030e-12 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 45900 0.68549 1.03858e-10 0.00000e+00 0.00000e+00 100.0000 [1e+02, inf) 137 0.00205 1.65434e-09 0.00000e+00 0.00000e+00 100.0000 Binned by |target| / |pre-microphysics| range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-08) 4599 0.06868 3.63994e-19 0.00000e+00 0.00000e+00 100.0000 [1e-08, 1e-06) 37194 0.55547 4.96283e-17 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 2686214 40.11716 4.81888e-15 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3675196 54.88708 2.53358e-12 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 292719 4.37160 5.39524e-11 0.00000e+00 0.00000e+00 100.0000 [1e+00, inf) 0 0.00000 nan nan nan nan bc_a4 target RMS: 1.14356752e-11 zero/sign categories (%): both zero=0.00000, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=100.00000, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 0.00000% quantiles of |difference| / rounding_scale [50%, 90%, 99%, 99.9%, max]: 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00 quantiles of |target| / |pre-microphysics| [0%, 1%, 10%, 50%, 90%, 99%, max]: 4.99360e-05, 1.04777e-04, 2.16121e-04, 2.43590e-03, 7.17734e-02, 4.78543e-01, 1.00000e+00 Binned by |target| / target_RMS range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-06) 31892 0.47629 5.22369e-18 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 2357632 35.20997 5.53078e-16 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3303239 49.33210 2.91186e-14 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 957122 14.29410 2.42030e-12 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 45900 0.68549 1.03858e-10 0.00000e+00 0.00000e+00 100.0000 [1e+02, inf) 137 0.00205 1.65434e-09 0.00000e+00 0.00000e+00 100.0000 Binned by |target| / |pre-microphysics| range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-08) 0 0.00000 nan nan nan nan [1e-08, 1e-06) 0 0.00000 nan nan nan nan [1e-06, 1e-04) 50411 0.75286 9.25535e-17 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 4529838 67.65070 8.01846e-13 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 2105014 31.43725 2.03610e-11 0.00000e+00 0.00000e+00 100.0000 [1e+00, inf) 10659 0.15919 2.57778e-12 0.00000e+00 0.00000e+00 100.0000 pom_a1 target RMS: 3.47240118e-11 zero/sign categories (%): both zero=0.00215, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=99.99785, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 0.45422% quantiles of |difference| / rounding_scale [50%, 90%, 99%, 99.9%, max]: 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00 quantiles of |target| / |pre-microphysics| [0%, 1%, 10%, 50%, 90%, 99%, max]: 0.00000e+00, 1.13029e-06, 1.17928e-05, 1.37543e-04, 3.35527e-03, 2.85103e-02, 7.79130e-01 Binned by |target| / target_RMS range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-06) 33901 0.50629 1.57419e-17 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 1593873 23.80364 1.99785e-15 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3965097 59.21659 8.37150e-14 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 1024908 15.30645 8.35193e-12 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 78024 1.16525 2.59604e-10 0.00000e+00 0.00000e+00 100.0000 [1e+02, inf) 119 0.00178 4.80174e-09 0.00000e+00 0.00000e+00 100.0000 Binned by |target| / |pre-microphysics| range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-08) 6412 0.09576 2.44547e-18 0.00000e+00 0.00000e+00 100.0000 [1e-08, 1e-06) 56405 0.84238 3.47363e-16 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 2859128 42.69954 2.24314e-14 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3507819 52.38739 9.09590e-12 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 266158 3.97493 1.71008e-10 0.00000e+00 0.00000e+00 100.0000 [1e+00, inf) 0 0.00000 nan nan nan nan pom_a4 target RMS: 3.47240118e-11 zero/sign categories (%): both zero=0.00000, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=100.00000, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 0.00000% quantiles of |difference| / rounding_scale [50%, 90%, 99%, 99.9%, max]: 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00 quantiles of |target| / |pre-microphysics| [0%, 1%, 10%, 50%, 90%, 99%, max]: 4.99360e-05, 1.04777e-04, 2.16121e-04, 2.43590e-03, 7.17734e-02, 4.78543e-01, 1.00000e+00 Binned by |target| / target_RMS range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-06) 33901 0.50629 1.57419e-17 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 1593873 23.80364 1.99785e-15 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3965097 59.21659 8.37150e-14 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 1024908 15.30645 8.35193e-12 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 78024 1.16525 2.59604e-10 0.00000e+00 0.00000e+00 100.0000 [1e+02, inf) 119 0.00178 4.80174e-09 0.00000e+00 0.00000e+00 100.0000 Binned by |target| / |pre-microphysics| range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-08) 0 0.00000 nan nan nan nan [1e-08, 1e-06) 0 0.00000 nan nan nan nan [1e-06, 1e-04) 50412 0.75288 6.76565e-16 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 4529837 67.65068 5.01195e-12 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 2105014 31.43725 6.14862e-11 0.00000e+00 0.00000e+00 100.0000 [1e+00, inf) 10659 0.15919 1.27957e-11 0.00000e+00 0.00000e+00 100.0000 so4_a1 target RMS: 1.81986711e-12 zero/sign categories (%): both zero=0.00000, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=100.00000, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 0.00000% quantiles of |difference| / rounding_scale [50%, 90%, 99%, 99.9%, max]: 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00 quantiles of |target| / |pre-microphysics| [0%, 1%, 10%, 50%, 90%, 99%, max]: 3.44105e-07, 1.92480e-06, 9.59917e-06, 1.35880e-04, 1.35431e-03, 5.98881e-03, 1.20126e-01 Binned by |target| / target_RMS range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-06) 0 0.00000 nan nan nan nan [1e-06, 1e-04) 242787 3.62589 1.17496e-16 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 4066024 60.72389 6.53468e-15 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 2254902 33.67575 3.70691e-13 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 132209 1.97447 1.28605e-11 0.00000e+00 0.00000e+00 100.0000 [1e+02, inf) 0 0.00000 nan nan nan nan Binned by |target| / |pre-microphysics| range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-08) 0 0.00000 nan nan nan nan [1e-08, 1e-06) 1511 0.02257 2.60337e-17 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 2822474 42.15213 4.59896e-15 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3847779 57.46451 1.60772e-12 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 24158 0.36079 2.25007e-11 0.00000e+00 0.00000e+00 100.0000 [1e+00, inf) 0 0.00000 nan nan nan nan so4_a2 target RMS: 2.59553207e-13 zero/sign categories (%): both zero=0.00000, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=100.00000, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 0.01752% quantiles of |difference| / rounding_scale [50%, 90%, 99%, 99.9%, max]: 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00 quantiles of |target| / |pre-microphysics| [0%, 1%, 10%, 50%, 90%, 99%, max]: 1.49005e-10, 1.35795e-05, 1.05760e-04, 7.22062e-04, 8.75631e-03, 5.02956e-02, 1.08973e+03 Binned by |target| / target_RMS range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-06) 870 0.01299 1.47282e-19 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 87075 1.30042 1.53716e-17 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 4492116 67.08734 9.50802e-16 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 2032039 30.34741 4.54407e-14 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 83721 1.25033 1.92958e-12 0.00000e+00 0.00000e+00 100.0000 [1e+02, inf) 101 0.00151 3.65833e-11 0.00000e+00 0.00000e+00 100.0000 Binned by |target| / |pre-microphysics| range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-08) 39 0.00058 1.74437e-20 0.00000e+00 0.00000e+00 100.0000 [1e-08, 1e-06) 4792 0.07157 2.49219e-18 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 601324 8.98045 2.35732e-16 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 5503733 82.19530 2.89301e-14 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 586000 8.75160 8.72879e-13 0.00000e+00 0.00000e+00 100.0000 [1e+00, inf) 34 0.00051 6.33165e-16 0.00000e+00 0.00000e+00 100.0000 so4_a3 target RMS: 5.92317644e-14 zero/sign categories (%): both zero=0.00000, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=100.00000, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 4.19678% quantiles of |difference| / rounding_scale [50%, 90%, 99%, 99.9%, max]: 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00 quantiles of |target| / |pre-microphysics| [0%, 1%, 10%, 50%, 90%, 99%, max]: 2.46125e-13, 8.89667e-09, 5.21726e-06, 1.24821e-04, 2.27907e-03, 1.18914e-02, 4.08142e-01 Binned by |target| / target_RMS range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-06) 851440 12.71580 1.52019e-20 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 686987 10.25978 2.30654e-18 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3059317 45.68926 1.67757e-16 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 1890593 28.23499 1.76973e-14 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 207584 3.10016 3.31877e-13 0.00000e+00 0.00000e+00 100.0000 [1e+02, inf) 1 0.00001 6.00341e-12 0.00000e+00 0.00000e+00 100.0000 Binned by |target| / |pre-microphysics| range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-08) 73239 1.09379 1.70423e-21 0.00000e+00 0.00000e+00 100.0000 [1e-08, 1e-06) 328703 4.90900 1.69192e-18 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 2641192 39.44478 4.90906e-16 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3562782 53.20824 3.65037e-14 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 90006 1.34419 4.56346e-13 0.00000e+00 0.00000e+00 100.0000 [1e+00, inf) 0 0.00000 nan nan nan nan mom_a1 target RMS: 9.64995715e-20 zero/sign categories (%): both zero=0.00000, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=100.00000, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 36.92424% quantiles of |difference| / rounding_scale [50%, 90%, 99%, 99.9%, max]: 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00 quantiles of |target| / |pre-microphysics| [0%, 1%, 10%, 50%, 90%, 99%, max]: 4.83734e-13, 3.52965e-08, 5.93581e-08, 4.23635e-07, 3.97388e-06, 2.82800e-05, 3.80485e-03 Binned by |target| / target_RMS range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-06) 380 0.00568 6.11703e-26 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 113761 1.69896 6.58409e-24 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3878012 57.91603 3.20294e-22 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 2577366 38.49158 1.76458e-20 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 126365 1.88719 6.38383e-19 0.00000e+00 0.00000e+00 100.0000 [1e+02, inf) 38 0.00057 1.62649e-17 0.00000e+00 0.00000e+00 100.0000 Binned by |target| / |pre-microphysics| range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-08) 9957 0.14870 1.31614e-23 0.00000e+00 0.00000e+00 100.0000 [1e-08, 1e-06) 4631569 69.17000 6.13247e-21 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 2045043 30.54162 1.56715e-19 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 9353 0.13968 1.13052e-18 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 0 0.00000 nan nan nan nan [1e+00, inf) 0 0.00000 nan nan nan nan mom_a2 target RMS: 9.68289069e-20 zero/sign categories (%): both zero=0.00000, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=100.00000, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 0.00000% quantiles of |difference| / rounding_scale [50%, 90%, 99%, 99.9%, max]: 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00 quantiles of |target| / |pre-microphysics| [0%, 1%, 10%, 50%, 90%, 99%, max]: 7.36485e-06, 9.08346e-05, 1.86878e-04, 6.71944e-04, 7.94361e-03, 4.56047e-02, 8.69313e-01 Binned by |target| / target_RMS range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-06) 1235 0.01844 5.30714e-26 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 119841 1.78976 6.52169e-24 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3890865 58.10798 3.19744e-22 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 2556875 38.18556 1.78017e-20 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 127068 1.89769 6.39101e-19 0.00000e+00 0.00000e+00 100.0000 [1e+02, inf) 38 0.00057 1.62774e-17 0.00000e+00 0.00000e+00 100.0000 Binned by |target| / |pre-microphysics| range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-08) 0 0.00000 nan nan nan nan [1e-08, 1e-06) 0 0.00000 nan nan nan nan [1e-06, 1e-04) 104364 1.55862 4.45908e-22 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 6054676 90.42334 7.82703e-20 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 536882 8.01804 2.18736e-19 0.00000e+00 0.00000e+00 100.0000 [1e+00, inf) 0 0.00000 nan nan nan nan mom_a4 target RMS: 2.77929124e-21 zero/sign categories (%): both zero=0.00009, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=99.99991, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 0.05741% quantiles of |difference| / rounding_scale [50%, 90%, 99%, 99.9%, max]: 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00 quantiles of |target| / |pre-microphysics| [0%, 1%, 10%, 50%, 90%, 99%, max]: 1.06130e-10, 4.09732e-06, 4.27786e-05, 1.72737e-03, 7.43385e-02, 4.95202e-01, 3.42898e+282 Binned by |target| / target_RMS range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-06) 40835 0.60985 1.39703e-27 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 1233470 18.42121 1.49886e-25 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3658018 54.63053 8.43426e-24 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 1698943 25.37280 5.29306e-22 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 64540 0.96387 1.83026e-20 0.00000e+00 0.00000e+00 100.0000 [1e+02, inf) 116 0.00173 5.05370e-19 0.00000e+00 0.00000e+00 100.0000 Binned by |target| / |pre-microphysics| range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-08) 153 0.00228 5.44347e-29 0.00000e+00 0.00000e+00 100.0000 [1e-08, 1e-06) 15847 0.23667 8.95887e-27 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 1143591 17.07892 1.41792e-24 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3564941 53.24048 3.10389e-22 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 1955815 29.20905 5.12517e-21 0.00000e+00 0.00000e+00 100.0000 [1e+00, inf) 15575 0.23260 5.59442e-22 0.00000e+00 0.00000e+00 100.0000 ncl_a1 target RMS: 1.04034742e-15 zero/sign categories (%): both zero=0.00000, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=100.00000, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 36.23592% quantiles of |difference| / rounding_scale [50%, 90%, 99%, 99.9%, max]: 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00 quantiles of |target| / |pre-microphysics| [0%, 1%, 10%, 50%, 90%, 99%, max]: 9.76677e-16, 3.47273e-08, 5.95209e-08, 4.30607e-07, 3.95224e-06, 2.90584e-05, 3.63199e-03 Binned by |target| / target_RMS range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-06) 324 0.00484 5.25969e-22 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 15429 0.23042 6.04596e-20 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3242517 48.42525 4.16643e-18 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 3248003 48.50718 2.37497e-16 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 189625 2.83195 5.92427e-15 0.00000e+00 0.00000e+00 100.0000 [1e+02, inf) 24 0.00036 1.30484e-13 0.00000e+00 0.00000e+00 100.0000 Binned by |target| / |pre-microphysics| range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-08) 10304 0.15388 2.97374e-19 0.00000e+00 0.00000e+00 100.0000 [1e-08, 1e-06) 4643938 69.35472 7.54582e-17 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 2031130 30.33384 1.52673e-15 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 10550 0.15756 1.53516e-14 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 0 0.00000 nan nan nan nan [1e+00, inf) 0 0.00000 nan nan nan nan ncl_a2 target RMS: 1.04034742e-15 zero/sign categories (%): both zero=0.00000, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=100.00000, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 0.00000% quantiles of |difference| / rounding_scale [50%, 90%, 99%, 99.9%, max]: 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00 quantiles of |target| / |pre-microphysics| [0%, 1%, 10%, 50%, 90%, 99%, max]: 7.36485e-06, 9.08346e-05, 1.86878e-04, 6.71944e-04, 7.94361e-03, 4.56047e-02, 8.69313e-01 Binned by |target| / target_RMS range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-06) 324 0.00484 5.25969e-22 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 15429 0.23042 6.04596e-20 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3242517 48.42525 4.16643e-18 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 3248003 48.50718 2.37497e-16 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 189625 2.83195 5.92427e-15 0.00000e+00 0.00000e+00 100.0000 [1e+02, inf) 24 0.00036 1.30484e-13 0.00000e+00 0.00000e+00 100.0000 Binned by |target| / |pre-microphysics| range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-08) 0 0.00000 nan nan nan nan [1e-08, 1e-06) 0 0.00000 nan nan nan nan [1e-06, 1e-04) 104364 1.55862 4.19745e-18 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 6054676 90.42334 4.24554e-16 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 536882 8.01804 3.38613e-15 0.00000e+00 0.00000e+00 100.0000 [1e+00, inf) 0 0.00000 nan nan nan nan soa_a1 target RMS: 4.40792568e-11 zero/sign categories (%): both zero=0.00000, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=100.00000, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 0.01994% quantiles of |difference| / rounding_scale [50%, 90%, 99%, 99.9%, max]: 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00 quantiles of |target| / |pre-microphysics| [0%, 1%, 10%, 50%, 90%, 99%, max]: 1.23725e-11, 1.73457e-06, 5.10439e-06, 3.06809e-04, 2.34106e-02, 5.12170e-01, 4.46136e+00 Binned by |target| / target_RMS range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-06) 703 0.01050 2.49480e-17 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 569278 8.50186 2.66433e-15 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3015135 45.02942 1.44092e-13 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 2712605 40.51130 1.17487e-11 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 398201 5.94692 1.78134e-10 0.00000e+00 0.00000e+00 100.0000 [1e+02, inf) 0 0.00000 nan nan nan nan Binned by |target| / |pre-microphysics| range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-08) 58 0.00087 2.30890e-17 0.00000e+00 0.00000e+00 100.0000 [1e-08, 1e-06) 6091 0.09097 1.53345e-15 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 2692388 40.20937 7.64096e-14 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 2984507 44.57201 1.94674e-11 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 1012715 15.12435 1.08211e-10 0.00000e+00 0.00000e+00 100.0000 [1e+00, inf) 163 0.00243 3.54155e-10 0.00000e+00 0.00000e+00 100.0000 soa_a2 target RMS: 1.00116847e-12 zero/sign categories (%): both zero=0.00000, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=100.00000, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 0.00921% quantiles of |difference| / rounding_scale [50%, 90%, 99%, 99.9%, max]: 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00 quantiles of |target| / |pre-microphysics| [0%, 1%, 10%, 50%, 90%, 99%, max]: 5.31760e-12, 2.70684e-05, 1.42546e-04, 6.18333e-04, 1.66265e-01, 9.50750e-01, 2.00518e+21 Binned by |target| / target_RMS range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-06) 2004 0.02993 4.79336e-19 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 33332 0.49780 5.07081e-17 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 1949882 29.12044 5.32644e-15 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 4398436 65.68828 2.13106e-13 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 312256 4.66338 4.51474e-12 0.00000e+00 0.00000e+00 100.0000 [1e+02, inf) 12 0.00018 1.10720e-10 0.00000e+00 0.00000e+00 100.0000 Binned by |target| / |pre-microphysics| range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-08) 16 0.00024 2.41756e-19 0.00000e+00 0.00000e+00 100.0000 [1e-08, 1e-06) 2485 0.03711 2.90179e-17 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 332107 4.95984 2.56760e-15 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 4633510 69.19898 1.16672e-13 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 1721317 25.70695 1.89158e-12 0.00000e+00 0.00000e+00 100.0000 [1e+00, inf) 6487 0.09688 8.68655e-12 0.00000e+00 0.00000e+00 100.0000 soa_a3 target RMS: 3.33478878e-12 zero/sign categories (%): both zero=0.00087, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=99.99913, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 19.26964% quantiles of |difference| / rounding_scale [50%, 90%, 99%, 99.9%, max]: 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00 quantiles of |target| / |pre-microphysics| [0%, 1%, 10%, 50%, 90%, 99%, max]: 0.00000e+00, 4.33222e-13, 4.77748e-10, 2.56835e-04, 3.31819e-02, 6.74819e-01, 2.16900e+01 Binned by |target| / target_RMS range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-06) 1464869 21.87703 4.97580e-19 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 773466 11.55130 1.44876e-16 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 2152790 32.15076 1.18508e-14 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 1973420 29.47197 9.06716e-13 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 331377 4.94894 1.48261e-11 0.00000e+00 0.00000e+00 100.0000 [1e+02, inf) 0 0.00000 nan nan nan nan Binned by |target| / |pre-microphysics| range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-08) 1039429 15.52331 1.36755e-20 0.00000e+00 0.00000e+00 100.0000 [1e-08, 1e-06) 384295 5.73924 1.33177e-17 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 1403297 20.95749 5.13920e-15 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 2805339 41.89623 4.42562e-13 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 1062945 15.87451 8.31872e-12 0.00000e+00 0.00000e+00 100.0000 [1e+00, inf) 617 0.00921 2.40772e-11 0.00000e+00 0.00000e+00 100.0000 num_a1 target RMS: 1.41334648e+08 zero/sign categories (%): both zero=0.00000, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=100.00000, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 0.07134% quantiles of |difference| / rounding_scale [50%, 90%, 99%, 99.9%, max]: 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00 quantiles of |target| / |pre-microphysics| [0%, 1%, 10%, 50%, 90%, 99%, max]: 7.13345e-12, 3.39151e-06, 3.30447e-05, 1.27998e-04, 3.43662e-03, 2.52745e-02, 4.07440e-01 Binned by |target| / target_RMS range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-06) 1577 0.02355 8.12391e+01 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 138399 2.06691 8.03954e+03 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 4431612 66.18375 4.63099e+05 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 1985529 29.65281 3.19153e+07 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 138762 2.07234 9.33107e+08 0.00000e+00 0.00000e+00 100.0000 [1e+02, inf) 43 0.00064 1.59303e+10 0.00000e+00 0.00000e+00 100.0000 Binned by |target| / |pre-microphysics| range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-08) 189 0.00282 1.62525e+01 0.00000e+00 0.00000e+00 100.0000 [1e-08, 1e-06) 19725 0.29458 1.97108e+03 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 2982586 44.54332 2.01095e+05 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3443611 51.42848 3.57596e+07 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 249811 3.73079 7.19579e+08 0.00000e+00 0.00000e+00 100.0000 [1e+00, inf) 0 0.00000 nan nan nan nan num_a2 target RMS: 1.41930397e+09 zero/sign categories (%): both zero=0.00000, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=100.00000, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 0.00022% quantiles of |difference| / rounding_scale [50%, 90%, 99%, 99.9%, max]: 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00 quantiles of |target| / |pre-microphysics| [0%, 1%, 10%, 50%, 90%, 99%, max]: 1.48450e-08, 1.95745e-04, 4.90202e-04, 1.36008e-03, 6.35956e-03, 6.67243e-02, 5.81382e+00 Binned by |target| / target_RMS range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-06) 26 0.00039 7.60407e+02 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 51167 0.76415 1.03845e+05 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 4650525 69.45309 6.56333e+06 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 1894029 28.28631 2.24854e+08 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 100169 1.49597 1.15020e+10 0.00000e+00 0.00000e+00 100.0000 [1e+02, inf) 6 0.00009 1.52976e+11 0.00000e+00 0.00000e+00 100.0000 Binned by |target| / |pre-microphysics| range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-08) 0 0.00000 nan nan nan nan [1e-08, 1e-06) 54 0.00081 6.74583e+03 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 5604 0.08369 1.68430e+06 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 6274195 93.70173 6.44169e+07 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 415980 6.21244 5.67753e+09 0.00000e+00 0.00000e+00 100.0000 [1e+00, inf) 89 0.00133 2.45282e+10 0.00000e+00 0.00000e+00 100.0000 num_a4 target RMS: 5.15339227e+08 zero/sign categories (%): both zero=0.00000, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=100.00000, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 0.00000% quantiles of |difference| / rounding_scale [50%, 90%, 99%, 99.9%, max]: 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00 quantiles of |target| / |pre-microphysics| [0%, 1%, 10%, 50%, 90%, 99%, max]: 5.52329e-05, 1.18983e-04, 2.50009e-04, 2.53705e-03, 7.21016e-02, 4.78675e-01, 1.00000e+00 Binned by |target| / target_RMS range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-06) 39414 0.58863 2.34697e+02 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 2107949 31.48109 2.79504e+04 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3592771 53.65611 1.21828e+06 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 900072 13.44209 1.10644e+08 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 55606 0.83045 4.39381e+09 0.00000e+00 0.00000e+00 100.0000 [1e+02, inf) 110 0.00164 7.94148e+10 0.00000e+00 0.00000e+00 100.0000 Binned by |target| / |pre-microphysics| range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-08) 0 0.00000 nan nan nan nan [1e-08, 1e-06) 0 0.00000 nan nan nan nan [1e-06, 1e-04) 20969 0.31316 5.62432e+03 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 4516164 67.44648 2.10878e+07 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 2148130 32.08117 9.09289e+08 0.00000e+00 0.00000e+00 100.0000 [1e+00, inf) 10659 0.15919 1.26299e+08 0.00000e+00 0.00000e+00 100.0000 H2SO4 target RMS: 1.80047333e-12 zero/sign categories (%): both zero=0.00000, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=100.00000, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 0.00000% quantiles of |difference| / rounding_scale [50%, 90%, 99%, 99.9%, max]: 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00 quantiles of |target| / |pre-microphysics| [0%, 1%, 10%, 50%, 90%, 99%, max]: 9.58480e-03, 8.02790e-02, 1.42089e-01, 3.72425e-01, 7.98199e-01, 9.48228e-01, 9.99997e-01 Binned by |target| / target_RMS range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-06) 88408 1.32033 8.94408e-19 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 580345 8.66714 8.46967e-17 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3711839 55.43432 6.46886e-15 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 2162445 32.29496 3.95115e-13 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 152885 2.28326 1.18224e-11 0.00000e+00 0.00000e+00 100.0000 [1e+02, inf) 0 0.00000 nan nan nan nan Binned by |target| / |pre-microphysics| range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-08) 0 0.00000 nan nan nan nan [1e-08, 1e-06) 0 0.00000 nan nan nan nan [1e-06, 1e-04) 0 0.00000 nan nan nan nan [1e-04, 1e-02) 2 0.00003 9.62816e-20 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 6695920 99.99997 1.80047e-12 0.00000e+00 0.00000e+00 100.0000 [1e+00, inf) 0 0.00000 nan nan nan nan SOAG target RMS: 4.68563652e-11 zero/sign categories (%): both zero=0.00000, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=100.00000, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 0.00039% quantiles of |difference| / rounding_scale [50%, 90%, 99%, 99.9%, max]: 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00, 0.00000e+00 quantiles of |target| / |pre-microphysics| [0%, 1%, 10%, 50%, 90%, 99%, max]: 9.84648e-09, 7.91114e-04, 8.61315e-03, 1.21654e-01, 4.20878e-01, 9.47439e-01, 4.27659e+04 Binned by |target| / target_RMS range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-06) 1241534 18.54164 7.68777e-18 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 434167 6.48405 1.95894e-15 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 1908825 28.50728 1.85209e-13 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 2708652 40.45226 1.25465e-11 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 402744 6.01477 1.88264e-10 0.00000e+00 0.00000e+00 100.0000 [1e+02, inf) 0 0.00000 nan nan nan nan Binned by |target| / |pre-microphysics| range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-08) 1 0.00001 1.50626e-19 0.00000e+00 0.00000e+00 100.0000 [1e-08, 1e-06) 92 0.00137 2.80090e-16 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 8302 0.12399 2.96067e-14 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 753343 11.25077 2.06398e-12 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 5929879 88.55956 4.97719e-11 0.00000e+00 0.00000e+00 100.0000 [1e+00, inf) 4305 0.06429 4.32445e-11 0.00000e+00 0.00000e+00 100.0000 SUMMARY PASSED: all non-target arrays agree exactly. Target differences are diagnostic; interpret the cancellation tables above. Saved stdout report: /global/cfs/projectdirs/m4359/www/huiwan/aims-atm/03/compare_old_and_new_processed_data.txt https://portal.nersc.gov/project/m4359/huiwan/aims-atm/03/compare_old_and_new_processed_data.txt