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log2.log
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>>>>>>> inputs
tensor(0.7817) tensor(1.8070e-11)
tensor(0.5083) tensor(1.1246e-08)
tensor(0.8481) tensor(3.9217e-08)
tensor(0.7266) tensor(2.6148e-11)
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tensor(0.2202) tensor(5.1496e-05)
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tensor(0.2462) tensor(2.6285e-07)
tensor(0.2626) tensor(4.6412e-05)
tensor(0.2390) tensor(2.8464e-09)
tensor(0.2447) tensor(0.0954)
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tensor(0.2792) tensor(6.3353e-08)
tensor(0.2592) tensor(0.0968)
tensor(0.2083) tensor(0.0003)
tensor(0.3126) tensor(2.4987e-09)
tensor(0.2944) tensor(1.5591e-07)
tensor(0.2252) tensor(4.1303e-05)
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tensor(0.6413) tensor(1.2786e-08)
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tensor(0.3054) tensor(0.1473)
tensor(0.3477) tensor(0.0002)
tensor(0.2427) tensor(3.8902e-08)
tensor(0.7637) tensor(0.1297)
tensor(0.2212) tensor(0.0008)
tensor(0.4541) tensor(1.1729e-08)
tensor(0.4865) tensor(0.1128)
tensor(0.3347) tensor(0.0047)
tensor(0.1416) tensor(3.4570e-09)
tensor(0.3290) tensor(0.1344)
tensor(0.2939) tensor(0.0052)
tensor(0.2798) tensor(3.9324e-09)
tensor(1.3205) tensor(0.1124)
tensor(0.1884) tensor(2.0343e-05)
tensor(0.7371) tensor(1.6151e-08)
tensor(0.0371) tensor(8.9190e-06)
tensor(0.0884) tensor(5.0542e-09)
tensor(14.2340) tensor(2.9161e-12)
tensor(0) tensor(0)
tensor(1.2380) tensor(2.8477e-09)
tensor(0.2284) tensor(5.3741e-16)
tensor(0) tensor(0)
tensor(0.6626) tensor(2.5439e-08)
tensor(0.1373) tensor(3.8467e-16)
tensor(0) tensor(0)
tensor(0.2383) tensor(3.8884e-09)
tensor(0.0355) tensor(1.2622e-14)
tensor(0) tensor(0)
tensor(1.6355) tensor(6.5531e-08)
tensor(0.3562) tensor(4.7380e-14)
tensor(0) tensor(0)
tensor(0.4735) tensor(5.5225e-09)
tensor(0.0645) tensor(4.5354e-16)
tensor(0) tensor(0)
tensor(0.3118) tensor(1.2023e-05)
tensor(0.0222) tensor(0.0049)
tensor(0) tensor(0)
tensor(0.1179) tensor(7.5132e-08)
tensor(0.0064) tensor(7.1199e-15)
tensor(0) tensor(0)
tensor(0.5747) tensor(0.0003)
tensor(0.0376) tensor(0.0043)
tensor(0) tensor(0)
tensor(0.2349) tensor(6.1095e-05)
tensor(0.0295) tensor(0.0049)
tensor(0) tensor(0)
tensor(0.1243) tensor(3.5393e-05)
tensor(0.0061) tensor(5.5702e-05)
tensor(0) tensor(0)
tensor(0.4003) tensor(0.0042)
tensor(0.1562) tensor(0.0034)
tensor(0) tensor(0)
tensor(0.4391) tensor(0.0004)
tensor(0.0873) tensor(0.0130)
tensor(0) tensor(0)
tensor(0.2885) tensor(1.2731e-09)
tensor(0.0155) tensor(6.2058e-16)
tensor(0) tensor(0)
tensor(0.4977) tensor(1.1972e-10)
tensor(0.1076) tensor(1.1773e-15)
tensor(0) tensor(0)
tensor(0.3226) tensor(0.0013)
tensor(0.4243) tensor(0.0021)
tensor(0) tensor(0)
tensor(0.6699) tensor(0.0026)
tensor(0.0713) tensor(0.0028)
tensor(0) tensor(0)
tensor(0.2042) tensor(5.4322e-07)
tensor(0.0143) tensor(6.2257e-13)
tensor(0) tensor(0)
tensor(0.3427) tensor(0.0007)
tensor(0.1115) tensor(0.0099)
tensor(0) tensor(0)
tensor(0.3456) tensor(0.0005)
tensor(0.0525) tensor(0.0072)
tensor(0) tensor(0)
tensor(0.1040) tensor(1.2713e-05)
tensor(0.0087) tensor(0.0001)
tensor(0) tensor(0)
tensor(0.2771) tensor(0.0031)
tensor(0.0423) tensor(0.0094)
tensor(0) tensor(0)
tensor(0.4644) tensor(0.0002)
tensor(0.0449) tensor(0.0080)
tensor(0) tensor(0)
tensor(0.1420) tensor(9.6527e-05)
tensor(0.0048) tensor(5.6514e-05)
tensor(0) tensor(0)
tensor(0.3908) tensor(0.0018)
tensor(0.0843) tensor(0.0157)
tensor(0) tensor(0)
tensor(0.2804) tensor(0.0001)
tensor(0.0997) tensor(0.0156)
tensor(0) tensor(0)
tensor(0.3210) tensor(1.9360e-08)
tensor(0.0148) tensor(1.9765e-14)
tensor(0) tensor(0)
tensor(0.3130) tensor(3.7231e-09)
tensor(0.0415) tensor(2.1243e-14)
tensor(0) tensor(0)
tensor(0.8834) tensor(0.0013)
tensor(0.0744) tensor(0.0085)
tensor(0) tensor(0)
tensor(0.8972) tensor(7.9523e-05)
tensor(0.0703) tensor(0.0093)
tensor(0) tensor(0)
tensor(0.1548) tensor(1.5024e-06)
tensor(0.0118) tensor(2.1791e-11)
tensor(0) tensor(0)
tensor(0.2197) tensor(0.0004)
tensor(0.0498) tensor(0.0081)
tensor(0) tensor(0)
tensor(0.3430) tensor(0.0006)
tensor(0.0574) tensor(0.0072)
tensor(0) tensor(0)
tensor(0.1149) tensor(1.5713e-06)
tensor(0.0061) tensor(7.4061e-11)
tensor(0) tensor(0)
tensor(0.2628) tensor(0.0002)
tensor(0.0475) tensor(0.0086)
tensor(0) tensor(0)
tensor(0.3767) tensor(0.0006)
tensor(0.0459) tensor(0.0053)
tensor(0) tensor(0)
tensor(0.0749) tensor(1.0553e-06)
tensor(0.0074) tensor(3.1253e-11)
tensor(0) tensor(0)
tensor(0.2411) tensor(0.0004)
tensor(0.0309) tensor(0.0083)
tensor(0) tensor(0)
tensor(0.2887) tensor(0.0013)
tensor(0.0268) tensor(0.0052)
tensor(0) tensor(0)
tensor(0.1141) tensor(1.2643e-05)
tensor(0.0046) tensor(7.4413e-05)
tensor(0) tensor(0)
tensor(0.1836) tensor(0.0002)
tensor(0.0443) tensor(0.0080)
tensor(0) tensor(0)
tensor(0.2366) tensor(0.0019)
tensor(0.0565) tensor(0.0057)
tensor(0) tensor(0)
tensor(0.1127) tensor(3.0708e-05)
tensor(0.0148) tensor(0.0002)
tensor(0) tensor(0)
tensor(0.2086) tensor(0.0017)
tensor(0.0330) tensor(0.0081)
tensor(0) tensor(0)
tensor(0.3134) tensor(0.0020)
tensor(0.2141) tensor(0.0085)
tensor(0) tensor(0)
tensor(0.2255) tensor(1.9454e-05)
tensor(0.0188) tensor(0.0002)
tensor(0) tensor(0)
tensor(0.0990) tensor(3.6356e-06)
tensor(0.0243) tensor(0.0003)
tensor(0) tensor(0)
tensor(1.1245) tensor(0.0061)
tensor(0.4355) tensor(0.0889)
tensor(0) tensor(0)
tensor(0.4489) tensor(0.0009)
tensor(0.0488) tensor(0.0082)
tensor(0) tensor(0)
tensor(0.1685) tensor(7.0615e-07)
tensor(0.0077) tensor(0.0002)
tensor(0) tensor(0)
tensor(2.2972) tensor(0.0034)
tensor(1.2090) tensor(0.1893)
tensor(0) tensor(0)
tensor(0.1481) tensor(0.0189)
tensor(0.0237) tensor(0.0077)
tensor(0) tensor(0)
tensor(0.0472) tensor(9.6544e-07)
tensor(0.0037) tensor(4.5840e-05)
tensor(0) tensor(0)
tensor(3.8984, dtype=torch.float16) tensor(0., dtype=torch.float16)
>>>>>>> outputs
tensor(0.0787, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(inf, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1) tensor(1)
tensor(1.2959, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2103, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.6631, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.1372, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.2385, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.0335, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1) tensor(1)
tensor(1.7090, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.3237, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.4788, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.0724, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.3113, dtype=torch.float16) tensor(0.0004, dtype=torch.float16)
tensor(0.0243, dtype=torch.float16) tensor(0.0050, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.1179, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.0061, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.5869, dtype=torch.float16) tensor(0.0016, dtype=torch.float16)
tensor(0.0484, dtype=torch.float16) tensor(0.0052, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.2346, dtype=torch.float16) tensor(0.0003, dtype=torch.float16)
tensor(0.0308, dtype=torch.float16) tensor(0.0046, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.1255, dtype=torch.float16) tensor(1.9193e-05, dtype=torch.float16)
tensor(0.0062, dtype=torch.float16) tensor(5.3763e-05, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.4077, dtype=torch.float16) tensor(0.0067, dtype=torch.float16)
tensor(0.1962, dtype=torch.float16) tensor(0.0036, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.4399, dtype=torch.float16) tensor(0.0004, dtype=torch.float16)
tensor(0.0823, dtype=torch.float16) tensor(0.0123, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.2898, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.0154, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.5103, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.1080, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.3228, dtype=torch.float16) tensor(0.0016, dtype=torch.float16)
tensor(0.4153, dtype=torch.float16) tensor(0.0021, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.6704, dtype=torch.float16) tensor(0.0028, dtype=torch.float16)
tensor(0.0844, dtype=torch.float16) tensor(0.0027, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.2056, dtype=torch.float16) tensor(5.3644e-07, dtype=torch.float16)
tensor(0.0153, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.3433, dtype=torch.float16) tensor(0.0007, dtype=torch.float16)
tensor(0.1102, dtype=torch.float16) tensor(0.0103, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.3452, dtype=torch.float16) tensor(0.0004, dtype=torch.float16)
tensor(0.0509, dtype=torch.float16) tensor(0.0072, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.1043, dtype=torch.float16) tensor(5.7340e-05, dtype=torch.float16)
tensor(0.0091, dtype=torch.float16) tensor(0.0001, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.2764, dtype=torch.float16) tensor(0.0027, dtype=torch.float16)
tensor(0.0409, dtype=torch.float16) tensor(0.0107, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.4644, dtype=torch.float16) tensor(7.0333e-05, dtype=torch.float16)
tensor(0.0426, dtype=torch.float16) tensor(0.0080, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.1426, dtype=torch.float16) tensor(4.0770e-05, dtype=torch.float16)
tensor(0.0045, dtype=torch.float16) tensor(5.5671e-05, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.3914, dtype=torch.float16) tensor(0.0012, dtype=torch.float16)
tensor(0.0829, dtype=torch.float16) tensor(0.0155, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.2820, dtype=torch.float16) tensor(2.8908e-05, dtype=torch.float16)
tensor(0.0936, dtype=torch.float16) tensor(0.0149, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.3210, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.0147, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.3135, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.0386, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.8779, dtype=torch.float16) tensor(0.0014, dtype=torch.float16)
tensor(0.0845, dtype=torch.float16) tensor(0.0084, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.8950, dtype=torch.float16) tensor(0.0006, dtype=torch.float16)
tensor(0.0718, dtype=torch.float16) tensor(0.0091, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.1556, dtype=torch.float16) tensor(1.3709e-06, dtype=torch.float16)
tensor(0.0126, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.2174, dtype=torch.float16) tensor(0.0001, dtype=torch.float16)
tensor(0.0497, dtype=torch.float16) tensor(0.0079, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.3420, dtype=torch.float16) tensor(0.0010, dtype=torch.float16)
tensor(0.0532, dtype=torch.float16) tensor(0.0069, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.1150, dtype=torch.float16) tensor(1.4901e-06, dtype=torch.float16)
tensor(0.0060, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.2593, dtype=torch.float16) tensor(0.0002, dtype=torch.float16)
tensor(0.0458, dtype=torch.float16) tensor(0.0083, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.3755, dtype=torch.float16) tensor(4.3869e-05, dtype=torch.float16)
tensor(0.0435, dtype=torch.float16) tensor(0.0051, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.0752, dtype=torch.float16) tensor(1.0133e-06, dtype=torch.float16)
tensor(0.0080, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.2380, dtype=torch.float16) tensor(0.0010, dtype=torch.float16)
tensor(0.0304, dtype=torch.float16) tensor(0.0080, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.2881, dtype=torch.float16) tensor(0.0024, dtype=torch.float16)
tensor(0.0252, dtype=torch.float16) tensor(0.0051, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.1141, dtype=torch.float16) tensor(3.3855e-05, dtype=torch.float16)
tensor(0.0048, dtype=torch.float16) tensor(7.4923e-05, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.1812, dtype=torch.float16) tensor(0.0003, dtype=torch.float16)
tensor(0.0432, dtype=torch.float16) tensor(0.0076, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.2341, dtype=torch.float16) tensor(0.0011, dtype=torch.float16)
tensor(0.0521, dtype=torch.float16) tensor(0.0055, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.1121, dtype=torch.float16) tensor(2.6286e-05, dtype=torch.float16)
tensor(0.0150, dtype=torch.float16) tensor(0.0002, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.2039, dtype=torch.float16) tensor(0.0002, dtype=torch.float16)
tensor(0.0331, dtype=torch.float16) tensor(0.0077, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.3108, dtype=torch.float16) tensor(0.0022, dtype=torch.float16)
tensor(0.2147, dtype=torch.float16) tensor(0.0080, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.2257, dtype=torch.float16) tensor(3.4332e-05, dtype=torch.float16)
tensor(0.0209, dtype=torch.float16) tensor(0.0002, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.0995, dtype=torch.float16) tensor(1.1921e-05, dtype=torch.float16)
tensor(0.0230, dtype=torch.float16) tensor(0.0003, dtype=torch.float16)
tensor(1) tensor(1)
tensor(1.1133, dtype=torch.float16) tensor(0.0037, dtype=torch.float16)
tensor(0.4431, dtype=torch.float16) tensor(0.0853, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.4490, dtype=torch.float16) tensor(0.0013, dtype=torch.float16)
tensor(0.0482, dtype=torch.float16) tensor(0.0077, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.1703, dtype=torch.float16) tensor(7.7486e-06, dtype=torch.float16)
tensor(0.0089, dtype=torch.float16) tensor(0.0002, dtype=torch.float16)
tensor(1) tensor(1)
tensor(2.2930, dtype=torch.float16) tensor(0.0014, dtype=torch.float16)
tensor(1.3076, dtype=torch.float16) tensor(0.1823, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.1449, dtype=torch.float16) tensor(0.0215, dtype=torch.float16)
tensor(0.0219, dtype=torch.float16) tensor(0.0072, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.0476, dtype=torch.float16) tensor(7.3910e-06, dtype=torch.float16)
tensor(0.0039, dtype=torch.float16) tensor(4.6670e-05, dtype=torch.float16)
tensor(1) tensor(1)
tensor(1.9453, dtype=torch.float16) tensor(0.0003, dtype=torch.float16)
tensor(0.7817, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.5083, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.7266, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3748, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.4678, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2717, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3936, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3889, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.9878, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.4561, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2617, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3411, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.5200, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3000, dtype=torch.float16) tensor(0.1190, dtype=torch.float16)
tensor(0.2947, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2751, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.1920, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2445, dtype=torch.float16) tensor(0.0998, dtype=torch.float16)
tensor(0.2856, dtype=torch.float16) tensor(5.9605e-07, dtype=torch.float16)
tensor(0.3154, dtype=torch.float16) tensor(0.1159, dtype=torch.float16)
tensor(0.2751, dtype=torch.float16) tensor(1.9073e-06, dtype=torch.float16)
tensor(0.3755, dtype=torch.float16) tensor(2.4617e-05, dtype=torch.float16)
tensor(0.3533, dtype=torch.float16) tensor(6.7949e-06, dtype=torch.float16)
tensor(0.3511, dtype=torch.float16) tensor(0.1077, dtype=torch.float16)
tensor(0.2993, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.2908, dtype=torch.float16) tensor(0.1448, dtype=torch.float16)
tensor(0.3916, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3281, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.5664, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3733, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2522, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2188, dtype=torch.float16) tensor(0.0507, dtype=torch.float16)
tensor(0.2998, dtype=torch.float16) tensor(1.1921e-07, dtype=torch.float16)
tensor(0.2866, dtype=torch.float16) tensor(0.0797, dtype=torch.float16)
tensor(0.3037, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3909, dtype=torch.float16) tensor(1.7285e-06, dtype=torch.float16)
tensor(0.2383, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2404, dtype=torch.float16) tensor(0.1068, dtype=torch.float16)
tensor(0.2556, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.2537, dtype=torch.float16) tensor(0.1083, dtype=torch.float16)
tensor(0.3521, dtype=torch.float16) tensor(2.3842e-07, dtype=torch.float16)
tensor(0.3289, dtype=torch.float16) tensor(0.0012, dtype=torch.float16)
tensor(0.2815, dtype=torch.float16) tensor(5.3644e-07, dtype=torch.float16)
tensor(0.2389, dtype=torch.float16) tensor(0.1190, dtype=torch.float16)
tensor(0.2209, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.2590, dtype=torch.float16) tensor(0.1212, dtype=torch.float16)
tensor(0.2957, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.3164, dtype=torch.float16) tensor(9.7036e-05, dtype=torch.float16)
tensor(0.3425, dtype=torch.float16) tensor(1.7881e-07, dtype=torch.float16)
tensor(0.3157, dtype=torch.float16) tensor(0.1448, dtype=torch.float16)
tensor(0.2008, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3223, dtype=torch.float16) tensor(0.1270, dtype=torch.float16)
tensor(0.3213, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3462, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.3459, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2979, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2942, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3032, dtype=torch.float16) tensor(0.0954, dtype=torch.float16)
tensor(0.2634, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.4189, dtype=torch.float16) tensor(0.1018, dtype=torch.float16)
tensor(0.4968, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.4109, dtype=torch.float16) tensor(2.6226e-06, dtype=torch.float16)
tensor(0.2715, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2366, dtype=torch.float16) tensor(0.0980, dtype=torch.float16)
tensor(0.2101, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.3184, dtype=torch.float16) tensor(0.0969, dtype=torch.float16)
tensor(0.3538, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2462, dtype=torch.float16) tensor(2.3842e-07, dtype=torch.float16)
tensor(0.2390, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2446, dtype=torch.float16) tensor(0.0954, dtype=torch.float16)
tensor(0.2793, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.2593, dtype=torch.float16) tensor(0.0967, dtype=torch.float16)
tensor(0.3127, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2944, dtype=torch.float16) tensor(1.7881e-07, dtype=torch.float16)
tensor(0.2722, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2688, dtype=torch.float16) tensor(0.0949, dtype=torch.float16)
tensor(0.1919, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.2585, dtype=torch.float16) tensor(0.0994, dtype=torch.float16)
tensor(0.3162, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.2351, dtype=torch.float16) tensor(0.0008, dtype=torch.float16)
tensor(0.3994, dtype=torch.float16) tensor(5.9605e-07, dtype=torch.float16)
tensor(0.2944, dtype=torch.float16) tensor(0.0897, dtype=torch.float16)
tensor(0.2235, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.5254, dtype=torch.float16) tensor(0.1242, dtype=torch.float16)
tensor(0.3289, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.3008, dtype=torch.float16) tensor(0.0014, dtype=torch.float16)
tensor(0.3416, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.2939, dtype=torch.float16) tensor(0.1067, dtype=torch.float16)
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tensor(0.1812, dtype=torch.float16) tensor(0.0003, dtype=torch.float16)
tensor(0.0432, dtype=torch.float16) tensor(0.0076, dtype=torch.float16)
tensor(2.1738, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1.6172, dtype=torch.float16) tensor(4.8280e-06, dtype=torch.float16)
tensor(0.2174, dtype=torch.float16) tensor(0.0003, dtype=torch.float16)
tensor(19.0469, dtype=torch.float16) tensor(3.7891, dtype=torch.float16)
tensor(0.2341, dtype=torch.float16) tensor(0.0011, dtype=torch.float16)
tensor(0.0521, dtype=torch.float16) tensor(0.0055, dtype=torch.float16)
tensor(1.8564, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.9673, dtype=torch.float16) tensor(1.1921e-07, dtype=torch.float16)
tensor(0.1065, dtype=torch.float16) tensor(0.0001, dtype=torch.float16)
tensor(98.6250, dtype=torch.float16) tensor(7.7734, dtype=torch.float16)
tensor(0.1121, dtype=torch.float16) tensor(2.6286e-05, dtype=torch.float16)
tensor(0.0150, dtype=torch.float16) tensor(0.0002, dtype=torch.float16)
tensor(4.9961, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1.6602, dtype=torch.float16) tensor(4.1723e-07, dtype=torch.float16)
tensor(0.1693, dtype=torch.float16) tensor(0.0008, dtype=torch.float16)
tensor(17.1094, dtype=torch.float16) tensor(5.4258, dtype=torch.float16)
tensor(0.2039, dtype=torch.float16) tensor(0.0002, dtype=torch.float16)
tensor(0.0331, dtype=torch.float16) tensor(0.0077, dtype=torch.float16)
tensor(2.2500, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(2.5938, dtype=torch.float16) tensor(2.2888e-05, dtype=torch.float16)
tensor(0.2886, dtype=torch.float16) tensor(0.0002, dtype=torch.float16)
tensor(20.3750, dtype=torch.float16) tensor(2.1484, dtype=torch.float16)
tensor(0.3108, dtype=torch.float16) tensor(0.0022, dtype=torch.float16)
tensor(0.2147, dtype=torch.float16) tensor(0.0080, dtype=torch.float16)
tensor(1.6299, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1.2168, dtype=torch.float16) tensor(2.2650e-06, dtype=torch.float16)
tensor(0.2286, dtype=torch.float16) tensor(1.1921e-05, dtype=torch.float16)
tensor(74.3125, dtype=torch.float16) tensor(5.0664, dtype=torch.float16)
tensor(0.2257, dtype=torch.float16) tensor(3.4332e-05, dtype=torch.float16)
tensor(0.0209, dtype=torch.float16) tensor(0.0002, dtype=torch.float16)
tensor(1.4277, dtype=torch.float16) tensor(7.7486e-07, dtype=torch.float16)
tensor(0.1040, dtype=torch.float16) tensor(3.6955e-06, dtype=torch.float16)
tensor(86.6250, dtype=torch.float16) tensor(4.4648, dtype=torch.float16)
tensor(0.0995, dtype=torch.float16) tensor(1.1921e-05, dtype=torch.float16)
tensor(0.0230, dtype=torch.float16) tensor(0.0003, dtype=torch.float16)
tensor(6.1953, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(3.6250, dtype=torch.float16) tensor(4.3750e-05, dtype=torch.float16)
tensor(1.0195, dtype=torch.float16) tensor(0.0144, dtype=torch.float16)
tensor(5.3438, dtype=torch.float16) tensor(1.4121, dtype=torch.float16)
tensor(1.1133, dtype=torch.float16) tensor(0.0037, dtype=torch.float16)
tensor(0.4431, dtype=torch.float16) tensor(0.0853, dtype=torch.float16)
tensor(0.8750, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.8599, dtype=torch.float16) tensor(2.8014e-06, dtype=torch.float16)
tensor(0.4487, dtype=torch.float16) tensor(0.0013, dtype=torch.float16)
tensor(24.0469, dtype=torch.float16) tensor(4.9258, dtype=torch.float16)
tensor(0.4490, dtype=torch.float16) tensor(0.0013, dtype=torch.float16)
tensor(0.0482, dtype=torch.float16) tensor(0.0077, dtype=torch.float16)
tensor(0.7212, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.5098, dtype=torch.float16) tensor(3.5763e-07, dtype=torch.float16)
tensor(0.1854, dtype=torch.float16) tensor(7.1526e-06, dtype=torch.float16)
tensor(80.0625, dtype=torch.float16) tensor(7.2266, dtype=torch.float16)
tensor(0.1703, dtype=torch.float16) tensor(7.7486e-06, dtype=torch.float16)
tensor(0.0089, dtype=torch.float16) tensor(0.0002, dtype=torch.float16)
tensor(7.7227, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(4.6562, dtype=torch.float16) tensor(4.6492e-06, dtype=torch.float16)
tensor(2.2656, dtype=torch.float16) tensor(0.0042, dtype=torch.float16)
tensor(3.3398, dtype=torch.float16) tensor(0.6812, dtype=torch.float16)
tensor(2.2930, dtype=torch.float16) tensor(0.0014, dtype=torch.float16)
tensor(1.3076, dtype=torch.float16) tensor(0.1823, dtype=torch.float16)
tensor(0.9595, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3179, dtype=torch.float16) tensor(2.6107e-05, dtype=torch.float16)
tensor(0.1300, dtype=torch.float16) tensor(0.0166, dtype=torch.float16)
tensor(35.3125, dtype=torch.float16) tensor(11.6484, dtype=torch.float16)
tensor(0.1449, dtype=torch.float16) tensor(0.0215, dtype=torch.float16)
tensor(0.0219, dtype=torch.float16) tensor(0.0072, dtype=torch.float16)
tensor(0.6353, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.1885, dtype=torch.float16) tensor(1.1921e-06, dtype=torch.float16)
tensor(0.0516, dtype=torch.float16) tensor(2.6822e-06, dtype=torch.float16)
tensor(134., dtype=torch.float16) tensor(13.3125, dtype=torch.float16)
tensor(0.0476, dtype=torch.float16) tensor(7.3910e-06, dtype=torch.float16)
tensor(0.0039, dtype=torch.float16) tensor(4.6670e-05, dtype=torch.float16)
tensor(7.2969, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1.2119, dtype=torch.float16) tensor(0.1560, dtype=torch.float16)
tensor(0.7373, dtype=torch.float16) tensor(0., dtype=torch.float16)
[[64, 3, 7, 7], [64], [64, 64, 1, 1], [64], [64, 64, 3, 3], [64], [256, 64, 1, 1], [256], [256, 64, 1, 1], [256], [64, 256, 1, 1], [64], [64, 64, 3, 3], [64], [256, 64, 1, 1], [256], [64, 256, 1, 1], [64], [64, 64, 3, 3], [64], [256, 64, 1, 1], [256], [128, 256, 1, 1], [128], [128, 128, 3, 3], [128], [512, 128, 1, 1], [512], [512, 256, 1, 1], [512], [128, 512, 1, 1], [128], [128, 128, 3, 3], [128], [512, 128, 1, 1], [512], [128, 512, 1, 1], [128], [128, 128, 3, 3], [128], [512, 128, 1, 1], [512], [128, 512, 1, 1], [128], [128, 128, 3, 3], [128], [512, 128, 1, 1], [512], [256, 512, 1, 1], [256], [256, 256, 3, 3], [256], [1024, 256, 1, 1], [1024], [1024, 512, 1, 1], [1024], [256, 1024, 1, 1], [256], [256, 256, 3, 3], [256], [1024, 256, 1, 1], [1024], [256, 1024, 1, 1], [256], [256, 256, 3, 3], [256], [1024, 256, 1, 1], [1024], [256, 1024, 1, 1], [256], [256, 256, 3, 3], [256], [1024, 256, 1, 1], [1024], [256, 1024, 1, 1], [256], [256, 256, 3, 3], [256], [1024, 256, 1, 1], [1024], [256, 1024, 1, 1], [256], [256, 256, 3, 3], [256], [1024, 256, 1, 1], [1024], [512, 1024, 1, 1], [512], [512, 512, 3, 3], [512], [2048, 512, 1, 1], [2048], [2048, 1024, 1, 1], [2048], [512, 2048, 1, 1], [512], [512, 512, 3, 3], [512], [2048, 512, 1, 1], [2048], [512, 2048, 1, 1], [512], [512, 512, 3, 3], [512], [2048, 512, 1, 1], [2048], [1, 3, 224, 224], [1, 64, 112, 112], [64], [64], [64], [64], [1, 64, 112, 112], [1, 64, 56, 56], [1, 64, 56, 56], [1, 64, 56, 56], [64], [64], [64], [64], [1, 64, 56, 56], [1, 64, 56, 56], [64], [64], [64], [64], [1, 64, 56, 56], [1, 256, 56, 56], [256], [256], [256], [256], [1, 256, 56, 56], [256], [256], [256], [256], [1, 256, 56, 56], [1, 64, 56, 56], [64], [64], [64], [64], [1, 64, 56, 56], [1, 64, 56, 56], [64], [64], [64], [64], [1, 64, 56, 56], [1, 256, 56, 56], [256], [256], [256], [256], [1, 256, 56, 56], [1, 64, 56, 56], [64], [64], [64], [64], [1, 64, 56, 56], [1, 64, 56, 56], [64], [64], [64], [64], [1, 64, 56, 56], [1, 256, 56, 56], [256], [256], [256], [256], [1, 256, 56, 56], [1, 128, 56, 56], [128], [128], [128], [128], [1, 128, 56, 56], [1, 128, 28, 28], [128], [128], [128], [128], [1, 128, 28, 28], [1, 512, 28, 28], [512], [512], [512], [512], [1, 512, 28, 28], [512], [512], [512], [512], [1, 512, 28, 28], [1, 128, 28, 28], [128], [128], [128], [128], [1, 128, 28, 28], [1, 128, 28, 28], [128], [128], [128], [128], [1, 128, 28, 28], [1, 512, 28, 28], [512], [512], [512], [512], [1, 512, 28, 28], [1, 128, 28, 28], [128], [128], [128], [128], [1, 128, 28, 28], [1, 128, 28, 28], [128], [128], [128], [128], [1, 128, 28, 28], [1, 512, 28, 28], [512], [512], [512], [512], [1, 512, 28, 28], [1, 128, 28, 28], [128], [128], [128], [128], [1, 128, 28, 28], [1, 128, 28, 28], [128], [128], [128], [128], [1, 128, 28, 28], [1, 512, 28, 28], [512], [512], [512], [512], [1, 512, 28, 28], [1, 256, 28, 28], [256], [256], [256], [256], [1, 256, 28, 28], [1, 256, 14, 14], [256], [256], [256], [256], [1, 256, 14, 14], [1, 1024, 14, 14], [1024], [1024], [1024], [1024], [1, 1024, 14, 14], [1024], [1024], [1024], [1024], [1, 1024, 14, 14], [1, 256, 14, 14], [256], [256], [256], [256], [1, 256, 14, 14], [1, 256, 14, 14], [256], [256], [256], [256], [1, 256, 14, 14], [1, 1024, 14, 14], [1024], [1024], [1024], [1024], [1, 1024, 14, 14], [1, 256, 14, 14], [256], [256], [256], [256], [1, 256, 14, 14], [1, 256, 14, 14], [256], [256], [256], [256], [1, 256, 14, 14], [1, 1024, 14, 14], [1024], [1024], [1024], [1024], [1, 1024, 14, 14], [1, 256, 14, 14], [256], [256], [256], [256], [1, 256, 14, 14], [1, 256, 14, 14], [256], [256], [256], [256], [1, 256, 14, 14], [1, 1024, 14, 14], [1024], [1024], [1024], [1024], [1, 1024, 14, 14], [1, 256, 14, 14], [256], [256], [256], [256], [1, 256, 14, 14], [1, 256, 14, 14], [256], [256], [256], [256], [1, 256, 14, 14], [1, 1024, 14, 14], [1024], [1024], [1024], [1024], [1, 1024, 14, 14], [1, 256, 14, 14], [256], [256], [256], [256], [1, 256, 14, 14], [1, 256, 14, 14], [256], [256], [256], [256], [1, 256, 14, 14], [1, 1024, 14, 14], [1024], [1024], [1024], [1024], [1, 1024, 14, 14], [1, 512, 14, 14], [512], [512], [512], [512], [1, 512, 14, 14], [1, 512, 7, 7], [512], [512], [512], [512], [1, 512, 7, 7], [1, 2048, 7, 7], [2048], [2048], [2048], [2048], [1, 2048, 7, 7], [2048], [2048], [2048], [2048], [1, 2048, 7, 7], [1, 512, 7, 7], [512], [512], [512], [512], [1, 512, 7, 7], [1, 512, 7, 7], [512], [512], [512], [512], [1, 512, 7, 7], [1, 2048, 7, 7], [2048], [2048], [2048], [2048], [1, 2048, 7, 7], [1, 512, 7, 7], [512], [512], [512], [512], [1, 512, 7, 7], [1, 512, 7, 7], [512], [512], [512], [512], [1, 512, 7, 7], [1, 2048, 7, 7], [2048], [2048], [2048], [2048], [1, 2048, 7, 7], [1, 2048], [2048, 1000], [1, 1000]]
>>>>>>> inputs
tensor(0.7817, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.5083, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.7266, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3748, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.4678, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2717, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3936, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3889, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.9878, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.4561, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2617, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3411, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.5200, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3000, dtype=torch.float16) tensor(0.1190, dtype=torch.float16)
tensor(0.2947, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2751, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.1920, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2445, dtype=torch.float16) tensor(0.0998, dtype=torch.float16)
tensor(0.2856, dtype=torch.float16) tensor(5.9605e-07, dtype=torch.float16)
tensor(0.3154, dtype=torch.float16) tensor(0.1159, dtype=torch.float16)
tensor(0.2751, dtype=torch.float16) tensor(1.9073e-06, dtype=torch.float16)
tensor(0.3755, dtype=torch.float16) tensor(2.4617e-05, dtype=torch.float16)
tensor(0.3533, dtype=torch.float16) tensor(6.7949e-06, dtype=torch.float16)
tensor(0.3511, dtype=torch.float16) tensor(0.1077, dtype=torch.float16)
tensor(0.2993, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.2908, dtype=torch.float16) tensor(0.1448, dtype=torch.float16)
tensor(0.3916, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3281, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.5664, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3733, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2522, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2188, dtype=torch.float16) tensor(0.0507, dtype=torch.float16)
tensor(0.2998, dtype=torch.float16) tensor(1.1921e-07, dtype=torch.float16)
tensor(0.2866, dtype=torch.float16) tensor(0.0797, dtype=torch.float16)
tensor(0.3037, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3909, dtype=torch.float16) tensor(1.7285e-06, dtype=torch.float16)
tensor(0.2383, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2404, dtype=torch.float16) tensor(0.1068, dtype=torch.float16)
tensor(0.2556, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.2537, dtype=torch.float16) tensor(0.1083, dtype=torch.float16)
tensor(0.3521, dtype=torch.float16) tensor(2.3842e-07, dtype=torch.float16)
tensor(0.3289, dtype=torch.float16) tensor(0.0012, dtype=torch.float16)
tensor(0.2815, dtype=torch.float16) tensor(5.3644e-07, dtype=torch.float16)
tensor(0.2389, dtype=torch.float16) tensor(0.1190, dtype=torch.float16)
tensor(0.2209, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.2590, dtype=torch.float16) tensor(0.1212, dtype=torch.float16)
tensor(0.2957, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.3164, dtype=torch.float16) tensor(9.7036e-05, dtype=torch.float16)
tensor(0.3425, dtype=torch.float16) tensor(1.7881e-07, dtype=torch.float16)
tensor(0.3157, dtype=torch.float16) tensor(0.1448, dtype=torch.float16)
tensor(0.2008, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3223, dtype=torch.float16) tensor(0.1270, dtype=torch.float16)
tensor(0.3213, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3462, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.3459, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2979, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2942, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3032, dtype=torch.float16) tensor(0.0954, dtype=torch.float16)
tensor(0.2634, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.4189, dtype=torch.float16) tensor(0.1018, dtype=torch.float16)
tensor(0.4968, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.4109, dtype=torch.float16) tensor(2.6226e-06, dtype=torch.float16)
tensor(0.2715, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2366, dtype=torch.float16) tensor(0.0980, dtype=torch.float16)
tensor(0.2101, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.3184, dtype=torch.float16) tensor(0.0969, dtype=torch.float16)
tensor(0.3538, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2462, dtype=torch.float16) tensor(2.3842e-07, dtype=torch.float16)
tensor(0.2390, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2446, dtype=torch.float16) tensor(0.0954, dtype=torch.float16)
tensor(0.2793, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.2593, dtype=torch.float16) tensor(0.0967, dtype=torch.float16)
tensor(0.3127, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2944, dtype=torch.float16) tensor(1.7881e-07, dtype=torch.float16)
tensor(0.2722, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.2688, dtype=torch.float16) tensor(0.0949, dtype=torch.float16)
tensor(0.1919, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.2585, dtype=torch.float16) tensor(0.0994, dtype=torch.float16)
tensor(0.3162, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.2351, dtype=torch.float16) tensor(0.0008, dtype=torch.float16)
tensor(0.3994, dtype=torch.float16) tensor(5.9605e-07, dtype=torch.float16)
tensor(0.2944, dtype=torch.float16) tensor(0.0897, dtype=torch.float16)
tensor(0.2235, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.5254, dtype=torch.float16) tensor(0.1242, dtype=torch.float16)
tensor(0.3289, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.3008, dtype=torch.float16) tensor(0.0014, dtype=torch.float16)
tensor(0.3416, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.2939, dtype=torch.float16) tensor(0.1067, dtype=torch.float16)
tensor(0.3992, dtype=torch.float16) tensor(0., dtype=torch.float16)