NON-TARGET ARRAYS: exact numerical agreement expected --------------------------------------------------------------------------------------------------------- file shape old dtype new dtype result max |difference| unequal day_ind_all.npy (6695922, 1) float64 float64 EXACT 0.00000000e+00 0 day_ind_test.npy (1673981, 1) float64 float64 EXACT 0.00000000e+00 0 day_ind_train.npy (3347961, 1) float64 float64 EXACT 0.00000000e+00 0 day_ind_valid.npy (1673980, 1) float64 float64 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) float64 float64 EXACT 0.00000000e+00 0 lev_ind_test.npy (1673981, 1) float64 float64 EXACT 0.00000000e+00 0 lev_ind_train.npy (3347961, 1) float64 float64 EXACT 0.00000000e+00 0 lev_ind_valid.npy (1673980, 1) float64 float64 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 float64 EXACT 0.00000000e+00 0 xtest.npy (1673981, 39) float64 float64 EXACT 0.00000000e+00 0 xtrain.npy (3347961, 39) float64 float64 EXACT 0.00000000e+00 0 xvalid.npy (1673980, 39) float64 float64 EXACT 0.00000000e+00 0 TARGET ARRAYS: rounding-level differences may occur Tolerance: rtol=1e-05, atol=0 yall.npy: old (6695922, 20) float64; new (6695922, 20) float64 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 9.64995e-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 1.04036e-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) float64; new (3347961, 20) float64 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 9.54502e-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 1.02543e-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) float64; new (1673980, 20) float64 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 1.01305e-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 1.03142e-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) float64; new (1673981, 20) float64 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 9.36181e-20 0.00000e+00 0.00000e+00 mom_a2 100.0000 100.0000 0.00000e+00 0.00000e+00 9.39187e-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: 1.14356750e-11 zero/sign categories (%): both zero=0.12048, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=99.87952, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 0.30159% 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, 2.56757e-06, 1.19166e-05, 1.61389e-04, 3.90655e-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) 31836 0.47545 5.22026e-18 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 2357804 35.21254 5.53117e-16 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3303128 49.33044 2.91195e-14 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 957117 14.29403 2.42031e-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) 8067 0.12048 0.00000e+00 0.00000e+00 nan 100.0000 [1e-08, 1e-06) 33691 0.50316 5.35509e-17 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 2686274 40.11806 4.81868e-15 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3675171 54.88671 2.53359e-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: 1.14356750e-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]: 4.99207e-05, 1.04776e-04, 2.16122e-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) 31893 0.47630 5.22400e-18 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 2357588 35.20931 5.53062e-16 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3303282 49.33274 2.91184e-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) 50426 0.75309 9.25609e-17 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 4529820 67.65043 8.01837e-13 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 2115665 31.59632 2.03105e-11 0.00000e+00 0.00000e+00 100.0000 [1e+00, inf) 11 0.00016 7.42624e-25 0.00000e+00 0.00000e+00 100.0000 pom_a1 target RMS: 3.47240128e-11 zero/sign categories (%): both zero=0.18036, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=99.81964, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 0.45762% 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, 1.12998e-06, 1.17932e-05, 1.37543e-04, 3.35530e-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) 34901 0.52123 1.66045e-17 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 1593818 23.80282 1.99968e-15 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3964145 59.20238 8.37238e-14 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 1024915 15.30656 8.35190e-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) 12077 0.18036 0.00000e+00 0.00000e+00 nan 100.0000 [1e-08, 1e-06) 50697 0.75713 3.66790e-16 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 2859111 42.69929 2.24292e-14 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3507879 52.38829 9.09582e-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: 3.47240108e-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]: 4.98956e-05, 1.04775e-04, 2.16120e-04, 2.43589e-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) 1593846 23.80323 1.99782e-15 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3965124 59.21700 8.37147e-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) 50418 0.75297 6.76547e-16 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 4529831 67.65059 5.01196e-12 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 2115663 31.59629 6.13380e-11 0.00000e+00 0.00000e+00 100.0000 [1e+00, inf) 10 0.00015 3.47883e-28 0.00000e+00 0.00000e+00 100.0000 so4_a1 target RMS: 1.81986709e-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]: 3.77874e-07, 1.92513e-06, 9.59852e-06, 1.35882e-04, 1.35432e-03, 5.98886e-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) 243117 3.63082 1.17593e-16 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 4065676 60.71869 6.53485e-15 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 2254919 33.67600 3.70687e-13 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 132210 1.97449 1.28604e-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) 1575 0.02352 2.58697e-17 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 2822408 42.15115 4.59869e-15 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3847781 57.46454 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=0.00305, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=99.99695, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 0.01803% 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, 1.35739e-05, 1.05757e-04, 7.22065e-04, 8.75630e-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) 959 0.01432 1.58335e-19 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 86925 1.29818 1.53695e-17 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 4492159 67.08798 9.50783e-16 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 2032056 30.34767 4.54401e-14 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 83722 1.25034 1.92957e-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) 204 0.00305 0.00000e+00 0.00000e+00 nan 100.0000 [1e-08, 1e-06) 4606 0.06879 2.42827e-18 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 601341 8.98070 2.35713e-16 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 5503737 82.19536 2.89300e-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: 5.92317648e-14 zero/sign categories (%): both zero=2.19431, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=97.80569, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 4.20444% 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, 0.00000e+00, 5.21836e-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) 854127 12.75593 1.55696e-20 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 684357 10.22050 2.31159e-18 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3059223 45.68785 1.67747e-16 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 1890630 28.23554 1.76972e-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) 146929 2.19431 0.00000e+00 0.00000e+00 nan 100.0000 [1e-08, 1e-06) 254818 3.80557 1.92406e-18 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 2641366 39.44738 4.90803e-16 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3562803 53.20855 3.65035e-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: 9.64994864e-20 zero/sign categories (%): both zero=5.60323, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=94.39677, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 37.24434% 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, 0.00000e+00, 7.10648e-08, 4.27161e-07, 3.97514e-06, 2.82799e-05, 3.80484e-03 Binned by |target| / target_RMS range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-06) 375188 5.60323 0.00000e+00 0.00000e+00 nan 100.0000 [1e-06, 1e-04) 14677 0.21919 5.69244e-24 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3628223 54.18556 3.41011e-22 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 2551636 38.10731 1.77581e-20 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 126160 1.88413 6.38897e-19 0.00000e+00 0.00000e+00 100.0000 [1e+02, inf) 38 0.00057 1.62636e-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) 375188 5.60323 0.00000e+00 0.00000e+00 nan 100.0000 [1e-08, 1e-06) 4264116 63.68228 6.35789e-21 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 2047265 30.57480 1.56633e-19 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 9353 0.13968 1.13050e-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: 9.68288962e-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]: 7.43005e-06, 9.08373e-05, 1.86875e-04, 6.71943e-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 5.30713e-26 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 119877 1.79030 6.52287e-24 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3890830 58.10746 3.19746e-22 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 2556875 38.18556 1.78018e-20 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 127067 1.89768 6.39104e-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) 104362 1.55859 4.45839e-22 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 6054678 90.42337 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: 2.77929121e-21 zero/sign categories (%): both zero=0.00980, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=99.99020, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 0.05695% 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, 4.09642e-06, 4.27772e-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) 40560 0.60574 1.38224e-27 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 1234179 18.43180 1.49934e-25 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3657581 54.62401 8.43472e-24 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 1698946 25.37285 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) 656 0.00980 0.00000e+00 0.00000e+00 nan 100.0000 [1e-08, 1e-06) 15387 0.22980 9.16614e-27 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 1143565 17.07853 1.41875e-24 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3564925 53.24024 3.10390e-22 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 1959860 29.26946 5.12004e-21 0.00000e+00 0.00000e+00 100.0000 [1e+00, inf) 11529 0.17218 3.69989e-22 0.00000e+00 0.00000e+00 100.0000 ncl_a1 target RMS: 1.04036310e-15 zero/sign categories (%): both zero=5.48607, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=94.51393, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 36.49796% 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, 0.00000e+00, 7.05555e-08, 4.33683e-07, 3.95232e-06, 2.90622e-05, 3.63204e-03 Binned by |target| / target_RMS range count fraction % target RMS diff RMSE NRMSE close % [0e+00, 1e-06) 367343 5.48607 0.00000e+00 0.00000e+00 nan 100.0000 [1e-06, 1e-04) 1799 0.02687 5.27975e-20 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 2806302 41.91061 4.15052e-18 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 3330029 49.73220 2.34039e-16 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 190425 2.84390 5.91226e-15 0.00000e+00 0.00000e+00 100.0000 [1e+02, inf) 24 0.00036 1.30489e-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) 367343 5.48607 0.00000e+00 0.00000e+00 nan 100.0000 [1e-08, 1e-06) 4284865 63.99216 7.84269e-17 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 2033163 30.36420 1.52612e-15 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 10551 0.15757 1.53488e-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: 1.04034741e-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]: 7.38045e-06, 9.08317e-05, 1.86876e-04, 6.71945e-04, 7.94360e-03, 4.56048e-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) 15430 0.23044 6.04636e-20 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3242539 48.42558 4.16651e-18 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 3247978 48.50681 2.37496e-16 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 189627 2.83198 5.92424e-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) 104375 1.55878 4.19728e-18 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 6054665 90.42317 4.24555e-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: 4.40792570e-11 zero/sign categories (%): both zero=0.00367, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=99.99633, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 0.02065% 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, 1.73440e-06, 5.10437e-06, 3.06812e-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) 760 0.01135 2.10309e-17 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 566670 8.46291 2.65384e-15 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3017717 45.06798 1.44037e-13 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 2712572 40.51081 1.17487e-11 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 398203 5.94695 1.78133e-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) 246 0.00367 0.00000e+00 0.00000e+00 nan 100.0000 [1e-08, 1e-06) 5928 0.08853 1.57457e-15 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 2692331 40.20852 7.64034e-14 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 2984537 44.57246 1.94673e-11 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 1012717 15.12438 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=0.00160, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=99.99840, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 0.00963% 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, 2.70674e-05, 1.42542e-04, 6.18334e-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) 2041 0.03048 4.64829e-19 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 33244 0.49648 5.06319e-17 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 1949854 29.12002 5.32609e-15 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 4398514 65.68945 2.13104e-13 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 312257 4.66339 4.51473e-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) 107 0.00160 0.00000e+00 0.00000e+00 nan 100.0000 [1e-08, 1e-06) 2404 0.03590 3.02439e-17 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 332120 4.96003 2.56775e-15 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 4633487 69.19864 1.16673e-13 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 1721356 25.70753 1.89166e-12 0.00000e+00 0.00000e+00 100.0000 [1e+00, inf) 6448 0.09630 8.70732e-12 0.00000e+00 0.00000e+00 100.0000 soa_a3 target RMS: 3.33478878e-12 zero/sign categories (%): both zero=16.84355, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=83.15645, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 19.28077% 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, 0.00000e+00, 0.00000e+00, 2.56839e-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) 1460239 21.80789 4.73386e-19 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 778610 11.62812 1.44652e-16 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 2152247 32.14265 1.18517e-14 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 1973449 29.47240 9.06709e-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) 1127831 16.84355 0.00000e+00 0.00000e+00 nan 100.0000 [1e-08, 1e-06) 295774 4.41723 1.51219e-17 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 1403438 20.95959 5.13970e-15 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 2805317 41.89590 4.42568e-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: 1.41334645e+08 zero/sign categories (%): both zero=0.01256, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=99.98744, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 0.07316% 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, 3.39029e-06, 3.30444e-05, 1.27996e-04, 3.43663e-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) 1802 0.02691 8.25410e+01 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 138412 2.06711 8.06047e+03 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 4431373 66.18018 4.63111e+05 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 1985529 29.65281 3.19152e+07 0.00000e+00 0.00000e+00 100.0000 [1e+00, 1e+02) 138763 2.07235 9.33104e+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) 841 0.01256 0.00000e+00 0.00000e+00 nan 100.0000 [1e-08, 1e-06) 19059 0.28464 1.96165e+03 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 2982607 44.54363 2.01111e+05 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3443604 51.42838 3.57597e+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=0.00003, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=99.99997, 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]: 0.00000e+00, 1.95737e-04, 4.90204e-04, 1.36009e-03, 6.35957e-03, 6.67244e-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 7.51182e+02 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 51158 0.76402 1.03837e+05 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 4650534 69.45323 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) 2 0.00003 0.00000e+00 0.00000e+00 nan 100.0000 [1e-08, 1e-06) 50 0.00075 6.93564e+03 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 5605 0.08371 1.68462e+06 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 6274198 93.70178 6.44174e+07 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 415978 6.21241 5.67754e+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: 5.15339224e+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]: 5.52304e-05, 1.18984e-04, 2.50008e-04, 2.53704e-03, 7.21017e-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) 2107891 31.48022 2.79495e+04 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 3592829 53.65697 1.21827e+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) 20971 0.31319 5.62467e+03 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 4516160 67.44642 2.10878e+07 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 2158791 32.24038 9.07084e+08 0.00000e+00 0.00000e+00 100.0000 [1e+00, inf) 0 0.00000 nan nan nan nan 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]: 9.58478e-03, 8.02789e-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 9.62814e-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: 4.68563651e-11 zero/sign categories (%): both zero=0.00001, old zero/new nonzero=0.00000, old nonzero/new zero=0.00000, same sign nonzero=99.99999, opposite sign nonzero=0.00000 |difference| within estimated rounding scale (%): 1x=100.00000, 2x=100.00000, 4x=100.00000 |target| <= estimated rounding scale: 0.00043% 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, 7.91099e-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) 1241536 18.54167 7.68804e-18 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 434167 6.48405 1.95896e-15 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 1908824 28.50726 1.85209e-13 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 2708651 40.45225 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 0.00000e+00 0.00000e+00 nan 100.0000 [1e-08, 1e-06) 93 0.00139 3.04427e-16 0.00000e+00 0.00000e+00 100.0000 [1e-06, 1e-04) 8303 0.12400 2.96043e-14 0.00000e+00 0.00000e+00 100.0000 [1e-04, 1e-02) 753343 11.25077 2.06399e-12 0.00000e+00 0.00000e+00 100.0000 [1e-02, 1e+00) 5929877 88.55953 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/02/compare_old_and_new_processed_data.txt https://portal.nersc.gov/project/m4359/huiwan/aims-atm/02/compare_old_and_new_processed_data.txt