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log.log
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>>>>>>> inputs
tensor(0.7817) tensor(1.8070e-11)
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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)
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tensor(1.2380) tensor(2.8477e-09)
tensor(0.2284) tensor(5.3741e-16)
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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)
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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)
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tensor(0.0222) tensor(0.0049)
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tensor(0.1179) tensor(7.5132e-08)
tensor(0.0064) tensor(7.1199e-15)
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tensor(0.5747) tensor(0.0003)
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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)
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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)
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tensor(0.1076) tensor(1.1773e-15)
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tensor(0.3226) tensor(0.0013)
tensor(0.4243) tensor(0.0021)
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tensor(0.6699) tensor(0.0026)
tensor(0.0713) tensor(0.0028)
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tensor(0.2042) tensor(5.4322e-07)
tensor(0.0143) tensor(6.2257e-13)
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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(3.9043, dtype=torch.float16) tensor(0., dtype=torch.float16)
>>>>>>> outputs
tensor(0.0889, 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(0.2102, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.6631, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.1381, 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(0.0051, 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(0.0476, 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(0.0307, dtype=torch.float16) tensor(0.0046, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.1255, dtype=torch.float16) tensor(2.0325e-05, dtype=torch.float16)
tensor(0.0061, dtype=torch.float16) tensor(5.3346e-05, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.4077, dtype=torch.float16) tensor(0.0069, dtype=torch.float16)
tensor(0.1957, dtype=torch.float16) tensor(0.0036, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.4404, dtype=torch.float16) tensor(0.0004, dtype=torch.float16)
tensor(0.0822, dtype=torch.float16) tensor(0.0122, 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(0.5107, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.1078, 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(0.4155, dtype=torch.float16) tensor(0.0021, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.6704, dtype=torch.float16) tensor(0.0027, dtype=torch.float16)
tensor(0.0840, 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(0.0152, 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(0.1095, dtype=torch.float16) tensor(0.0102, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.3457, dtype=torch.float16) tensor(0.0004, dtype=torch.float16)
tensor(0.0508, dtype=torch.float16) tensor(0.0074, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.1044, dtype=torch.float16) tensor(9.4116e-05, dtype=torch.float16)
tensor(0.0093, 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(0.0406, dtype=torch.float16) tensor(0.0108, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.4644, dtype=torch.float16) tensor(0.0002, dtype=torch.float16)
tensor(0.0424, dtype=torch.float16) tensor(0.0081, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.1427, dtype=torch.float16) tensor(1.3053e-05, dtype=torch.float16)
tensor(0.0045, dtype=torch.float16) tensor(5.6207e-05, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.3918, dtype=torch.float16) tensor(0.0012, dtype=torch.float16)
tensor(0.0819, dtype=torch.float16) tensor(0.0156, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.2817, dtype=torch.float16) tensor(0.0001, dtype=torch.float16)
tensor(0.0944, dtype=torch.float16) tensor(0.0148, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.3208, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.0149, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.3137, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.0387, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.8779, dtype=torch.float16) tensor(0.0013, dtype=torch.float16)
tensor(0.0802, dtype=torch.float16) tensor(0.0084, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.8955, dtype=torch.float16) tensor(0.0002, dtype=torch.float16)
tensor(0.0710, dtype=torch.float16) tensor(0.0092, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.1559, dtype=torch.float16) tensor(1.3709e-06, dtype=torch.float16)
tensor(0.0132, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.2173, dtype=torch.float16) tensor(8.7261e-05, dtype=torch.float16)
tensor(0.0489, dtype=torch.float16) tensor(0.0078, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.3408, 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(0.1151, dtype=torch.float16) tensor(1.5497e-06, dtype=torch.float16)
tensor(0.0060, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.2588, dtype=torch.float16) tensor(0.0004, dtype=torch.float16)
tensor(0.0463, dtype=torch.float16) tensor(0.0084, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.3752, dtype=torch.float16) tensor(0.0002, dtype=torch.float16)
tensor(0.0431, dtype=torch.float16) tensor(0.0051, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.0753, dtype=torch.float16) tensor(1.0729e-06, dtype=torch.float16)
tensor(0.0081, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.2377, dtype=torch.float16) tensor(0.0005, dtype=torch.float16)
tensor(0.0304, dtype=torch.float16) tensor(0.0080, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.2876, dtype=torch.float16) tensor(0.0020, dtype=torch.float16)
tensor(0.0251, dtype=torch.float16) tensor(0.0050, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.1143, dtype=torch.float16) tensor(5.9307e-05, dtype=torch.float16)
tensor(0.0048, dtype=torch.float16) tensor(7.4208e-05, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.1819, dtype=torch.float16) tensor(0.0002, dtype=torch.float16)
tensor(0.0431, dtype=torch.float16) tensor(0.0075, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.2344, 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(0.1122, dtype=torch.float16) tensor(3.4034e-05, dtype=torch.float16)
tensor(0.0156, dtype=torch.float16) tensor(0.0002, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.2041, dtype=torch.float16) tensor(4.7684e-06, dtype=torch.float16)
tensor(0.0333, dtype=torch.float16) tensor(0.0076, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.3132, dtype=torch.float16) tensor(0.0024, dtype=torch.float16)
tensor(0.2178, dtype=torch.float16) tensor(0.0081, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.2256, dtype=torch.float16) tensor(1.4544e-05, dtype=torch.float16)
tensor(0.0204, dtype=torch.float16) tensor(0.0002, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.0990, dtype=torch.float16) tensor(5.3644e-06, dtype=torch.float16)
tensor(0.0235, dtype=torch.float16) tensor(0.0003, dtype=torch.float16)
tensor(1) tensor(1)
tensor(1.1143, dtype=torch.float16) tensor(0.0064, dtype=torch.float16)
tensor(0.4473, dtype=torch.float16) tensor(0.0875, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.4485, dtype=torch.float16) tensor(0.0006, dtype=torch.float16)
tensor(0.0472, dtype=torch.float16) tensor(0.0078, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.1703, dtype=torch.float16) tensor(9.5367e-07, dtype=torch.float16)
tensor(0.0082, dtype=torch.float16) tensor(0.0002, dtype=torch.float16)
tensor(1) tensor(1)
tensor(2.2852, dtype=torch.float16) tensor(8.3923e-05, dtype=torch.float16)
tensor(1.2520, dtype=torch.float16) tensor(0.1851, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.1482, dtype=torch.float16) tensor(0.0219, dtype=torch.float16)
tensor(0.0227, dtype=torch.float16) tensor(0.0073, dtype=torch.float16)
tensor(1) tensor(1)
tensor(0.0479, dtype=torch.float16) tensor(1.4305e-06, dtype=torch.float16)
tensor(0.0039, dtype=torch.float16) tensor(4.6670e-05, dtype=torch.float16)
tensor(1) tensor(1)
tensor(2.0430, dtype=torch.float16) tensor(0.0004, 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(0.0431, dtype=torch.float16) tensor(0.0075, dtype=torch.float16)
tensor(2.8672, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1.7373, dtype=torch.float16) tensor(1.6689e-06, dtype=torch.float16)
tensor(0.2153, dtype=torch.float16) tensor(7.5102e-06, dtype=torch.float16)
tensor(18.4375, dtype=torch.float16) tensor(4.3281, dtype=torch.float16)
tensor(0.2344, dtype=torch.float16) tensor(0.0011, dtype=torch.float16)
tensor(0.0521, dtype=torch.float16) tensor(0.0055, dtype=torch.float16)
tensor(2.6484, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1.4785, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.1081, dtype=torch.float16) tensor(0.0002, dtype=torch.float16)
tensor(83.7500, dtype=torch.float16) tensor(6.6250, dtype=torch.float16)
tensor(0.1122, dtype=torch.float16) tensor(3.4034e-05, dtype=torch.float16)
tensor(0.0156, dtype=torch.float16) tensor(0.0002, dtype=torch.float16)
tensor(4.8477, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1.5811, dtype=torch.float16) tensor(9.5367e-07, dtype=torch.float16)
tensor(0.1638, dtype=torch.float16) tensor(0.0004, dtype=torch.float16)
tensor(17.5312, dtype=torch.float16) tensor(5.3008, dtype=torch.float16)
tensor(0.2041, dtype=torch.float16) tensor(4.7684e-06, dtype=torch.float16)
tensor(0.0333, dtype=torch.float16) tensor(0.0076, dtype=torch.float16)
tensor(2.3516, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(2.7988, dtype=torch.float16) tensor(5.9605e-08, dtype=torch.float16)
tensor(0.3135, dtype=torch.float16) tensor(0.0001, dtype=torch.float16)
tensor(20.1406, dtype=torch.float16) tensor(2.0156, dtype=torch.float16)
tensor(0.3132, dtype=torch.float16) tensor(0.0024, dtype=torch.float16)
tensor(0.2178, dtype=torch.float16) tensor(0.0081, dtype=torch.float16)
tensor(1.6465, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1.1836, dtype=torch.float16) tensor(1.1921e-07, dtype=torch.float16)
tensor(0.2266, dtype=torch.float16) tensor(5.6624e-06, dtype=torch.float16)
tensor(84.1875, dtype=torch.float16) tensor(5.4688, dtype=torch.float16)
tensor(0.2256, dtype=torch.float16) tensor(1.4544e-05, dtype=torch.float16)
tensor(0.0204, dtype=torch.float16) tensor(0.0002, dtype=torch.float16)
tensor(1.5840, dtype=torch.float16) tensor(5.3644e-07, dtype=torch.float16)
tensor(0.0986, dtype=torch.float16) tensor(1.7881e-05, dtype=torch.float16)
tensor(78.4375, dtype=torch.float16) tensor(4.3516, dtype=torch.float16)
tensor(0.0990, dtype=torch.float16) tensor(5.3644e-06, dtype=torch.float16)
tensor(0.0235, dtype=torch.float16) tensor(0.0003, dtype=torch.float16)
tensor(6.4062, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(4.2930, dtype=torch.float16) tensor(1.1921e-06, dtype=torch.float16)
tensor(1.0273, dtype=torch.float16) tensor(0.0037, dtype=torch.float16)
tensor(4.7383, dtype=torch.float16) tensor(1.3584, dtype=torch.float16)
tensor(1.1143, dtype=torch.float16) tensor(0.0064, dtype=torch.float16)
tensor(0.4473, dtype=torch.float16) tensor(0.0875, dtype=torch.float16)
tensor(0.8872, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.8472, dtype=torch.float16) tensor(8.9407e-06, dtype=torch.float16)
tensor(0.4448, dtype=torch.float16) tensor(0.0013, dtype=torch.float16)
tensor(24.0156, dtype=torch.float16) tensor(4.8359, dtype=torch.float16)
tensor(0.4485, dtype=torch.float16) tensor(0.0006, dtype=torch.float16)
tensor(0.0472, dtype=torch.float16) tensor(0.0078, dtype=torch.float16)
tensor(0.6792, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.4595, dtype=torch.float16) tensor(2.9802e-07, dtype=torch.float16)
tensor(0.1852, dtype=torch.float16) tensor(8.6427e-06, dtype=torch.float16)
tensor(83.1875, dtype=torch.float16) tensor(9., dtype=torch.float16)
tensor(0.1703, dtype=torch.float16) tensor(9.5367e-07, dtype=torch.float16)
tensor(0.0082, dtype=torch.float16) tensor(0.0002, dtype=torch.float16)
tensor(7.8672, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(4.3594, dtype=torch.float16) tensor(3.3796e-05, dtype=torch.float16)
tensor(2.1953, dtype=torch.float16) tensor(0.0003, dtype=torch.float16)
tensor(3.5273, dtype=torch.float16) tensor(0.7886, dtype=torch.float16)
tensor(2.2852, dtype=torch.float16) tensor(8.3923e-05, dtype=torch.float16)
tensor(1.2520, dtype=torch.float16) tensor(0.1851, dtype=torch.float16)
tensor(0.9844, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3711, dtype=torch.float16) tensor(1.2517e-05, dtype=torch.float16)
tensor(0.1495, dtype=torch.float16) tensor(0.0035, dtype=torch.float16)
tensor(33.1875, dtype=torch.float16) tensor(8.4609, dtype=torch.float16)
tensor(0.1482, dtype=torch.float16) tensor(0.0219, dtype=torch.float16)
tensor(0.0227, dtype=torch.float16) tensor(0.0073, dtype=torch.float16)
tensor(0.6104, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(0.3572, dtype=torch.float16) tensor(5.3644e-07, dtype=torch.float16)
tensor(0.0549, dtype=torch.float16) tensor(1.5497e-05, dtype=torch.float16)
tensor(125.7500, dtype=torch.float16) tensor(12.3984, dtype=torch.float16)
tensor(0.0479, dtype=torch.float16) tensor(1.4305e-06, dtype=torch.float16)
tensor(0.0039, dtype=torch.float16) tensor(4.6670e-05, dtype=torch.float16)
tensor(8.8125, dtype=torch.float16) tensor(0., dtype=torch.float16)
tensor(1.1670, dtype=torch.float16) tensor(0.1738, 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)