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dtype,input,output,ulperrortol ## +ve denormals ## np.float32,0x004b4716,0x3f800000,2 np.float32,0x007b2490,0x3f800000,2 np.float32,0x007c99fa,0x3f800000,2 np.float32,0x00734a0c,0x3f800000,2 np.float32,0x0070de24,0x3f800000,2 np.float32,0x007fffff,0x3f800000,2 np.float32,0x00000001,0x3f800000,2 ## -ve denormals ## np.float32,0x80495d65,0x3f800000,2 np.float32,0x806894f6,0x3f800000,2 np.float32,0x80555a76,0x3f800000,2 np.float32,0x804e1fb8,0x3f800000,2 np.float32,0x80687de9,0x3f800000,2 np.float32,0x807fffff,0x3f800000,2 np.float32,0x80000001,0x3f800000,2 ## +/-0.0f, +/-FLT_MIN +/-FLT_MAX ## np.float32,0x00000000,0x3f800000,2 np.float32,0x80000000,0x3f800000,2 np.float32,0x00800000,0x3f800000,2 np.float32,0x80800000,0x3f800000,2 ## 1.00f + 0x00000001 ## np.float32,0x3f800000,0x3f0a5140,2 np.float32,0x3f800001,0x3f0a513f,2 np.float32,0x3f800002,0x3f0a513d,2 np.float32,0xc090a8b0,0xbe4332ce,2 np.float32,0x41ce3184,0x3f4d1de1,2 np.float32,0xc1d85848,0xbeaa8980,2 np.float32,0x402b8820,0xbf653aa3,2 np.float32,0x42b4e454,0xbf4a338b,2 np.float32,0x42a67a60,0x3c58202e,2 np.float32,0x41d92388,0xbed987c7,2 np.float32,0x422dd66c,0x3f5dcab3,2 np.float32,0xc28f5be6,0xbf5688d8,2 np.float32,0x41ab2674,0xbf53aa3b,2 np.float32,0x3f490fdb,0x3f3504f3,2 np.float32,0xbf490fdb,0x3f3504f3,2 np.float32,0x3fc90fdb,0xb33bbd2e,2 np.float32,0xbfc90fdb,0xb33bbd2e,2 np.float32,0x40490fdb,0xbf800000,2 np.float32,0xc0490fdb,0xbf800000,2 np.float32,0x3fc90fdb,0xb33bbd2e,2 np.float32,0xbfc90fdb,0xb33bbd2e,2 np.float32,0x40490fdb,0xbf800000,2 np.float32,0xc0490fdb,0xbf800000,2 np.float32,0x40c90fdb,0x3f800000,2 np.float32,0xc0c90fdb,0x3f800000,2 np.float32,0x4016cbe4,0xbf3504f3,2 np.float32,0xc016cbe4,0xbf3504f3,2 np.float32,0x4096cbe4,0x324cde2e,2 np.float32,0xc096cbe4,0x324cde2e,2 np.float32,0x4116cbe4,0xbf800000,2 np.float32,0xc116cbe4,0xbf800000,2 np.float32,0x40490fdb,0xbf800000,2 np.float32,0xc0490fdb,0xbf800000,2 np.float32,0x40c90fdb,0x3f800000,2 np.float32,0xc0c90fdb,0x3f800000,2 np.float32,0x41490fdb,0x3f800000,2 np.float32,0xc1490fdb,0x3f800000,2 np.float32,0x407b53d2,0xbf3504f1,2 np.float32,0xc07b53d2,0xbf3504f1,2 np.float32,0x40fb53d2,0xb4b5563d,2 np.float32,0xc0fb53d2,0xb4b5563d,2 np.float32,0x417b53d2,0xbf800000,2 np.float32,0xc17b53d2,0xbf800000,2 np.float32,0x4096cbe4,0x324cde2e,2 np.float32,0xc096cbe4,0x324cde2e,2 np.float32,0x4116cbe4,0xbf800000,2 np.float32,0xc116cbe4,0xbf800000,2 np.float32,0x4196cbe4,0x3f800000,2 np.float32,0xc196cbe4,0x3f800000,2 np.float32,0x40afede0,0x3f3504f7,2 np.float32,0xc0afede0,0x3f3504f7,2 np.float32,0x412fede0,0x353222c4,2 np.float32,0xc12fede0,0x353222c4,2 np.float32,0x41afede0,0xbf800000,2 np.float32,0xc1afede0,0xbf800000,2 np.float32,0x40c90fdb,0x3f800000,2 np.float32,0xc0c90fdb,0x3f800000,2 np.float32,0x41490fdb,0x3f800000,2 np.float32,0xc1490fdb,0x3f800000,2 np.float32,0x41c90fdb,0x3f800000,2 np.float32,0xc1c90fdb,0x3f800000,2 np.float32,0x40e231d6,0x3f3504f3,2 np.float32,0xc0e231d6,0x3f3504f3,2 np.float32,0x416231d6,0xb319a6a2,2 np.float32,0xc16231d6,0xb319a6a2,2 np.float32,0x41e231d6,0xbf800000,2 np.float32,0xc1e231d6,0xbf800000,2 np.float32,0x40fb53d2,0xb4b5563d,2 np.float32,0xc0fb53d2,0xb4b5563d,2 np.float32,0x417b53d2,0xbf800000,2 np.float32,0xc17b53d2,0xbf800000,2 np.float32,0x41fb53d2,0x3f800000,2 np.float32,0xc1fb53d2,0x3f800000,2 np.float32,0x410a3ae7,0xbf3504fb,2 np.float32,0xc10a3ae7,0xbf3504fb,2 np.float32,0x418a3ae7,0x35b08908,2 np.float32,0xc18a3ae7,0x35b08908,2 np.float32,0x420a3ae7,0xbf800000,2 np.float32,0xc20a3ae7,0xbf800000,2 np.float32,0x4116cbe4,0xbf800000,2 np.float32,0xc116cbe4,0xbf800000,2 np.float32,0x4196cbe4,0x3f800000,2 np.float32,0xc196cbe4,0x3f800000,2 np.float32,0x4216cbe4,0x3f800000,2 np.float32,0xc216cbe4,0x3f800000,2 np.float32,0x41235ce2,0xbf3504ef,2 np.float32,0xc1235ce2,0xbf3504ef,2 np.float32,0x41a35ce2,0xb53889b6,2 np.float32,0xc1a35ce2,0xb53889b6,2 np.float32,0x42235ce2,0xbf800000,2 np.float32,0xc2235ce2,0xbf800000,2 np.float32,0x412fede0,0x353222c4,2 np.float32,0xc12fede0,0x353222c4,2 np.float32,0x41afede0,0xbf800000,2 np.float32,0xc1afede0,0xbf800000,2 np.float32,0x422fede0,0x3f800000,2 np.float32,0xc22fede0,0x3f800000,2 np.float32,0x413c7edd,0x3f3504f4,2 np.float32,0xc13c7edd,0x3f3504f4,2 np.float32,0x41bc7edd,0x33800add,2 np.float32,0xc1bc7edd,0x33800add,2 np.float32,0x423c7edd,0xbf800000,2 np.float32,0xc23c7edd,0xbf800000,2 np.float32,0x41490fdb,0x3f800000,2 np.float32,0xc1490fdb,0x3f800000,2 np.float32,0x41c90fdb,0x3f800000,2 np.float32,0xc1c90fdb,0x3f800000,2 np.float32,0x42490fdb,0x3f800000,2 np.float32,0xc2490fdb,0x3f800000,2 np.float32,0x4155a0d9,0x3f3504eb,2 np.float32,0xc155a0d9,0x3f3504eb,2 np.float32,0x41d5a0d9,0xb5b3bc81,2 np.float32,0xc1d5a0d9,0xb5b3bc81,2 np.float32,0x4255a0d9,0xbf800000,2 np.float32,0xc255a0d9,0xbf800000,2 np.float32,0x416231d6,0xb319a6a2,2 np.float32,0xc16231d6,0xb319a6a2,2 np.float32,0x41e231d6,0xbf800000,2 np.float32,0xc1e231d6,0xbf800000,2 np.float32,0x426231d6,0x3f800000,2 np.float32,0xc26231d6,0x3f800000,2 np.float32,0x416ec2d4,0xbf3504f7,2 np.float32,0xc16ec2d4,0xbf3504f7,2 np.float32,0x41eec2d4,0x353ef0a7,2 np.float32,0xc1eec2d4,0x353ef0a7,2 np.float32,0x426ec2d4,0xbf800000,2 np.float32,0xc26ec2d4,0xbf800000,2 np.float32,0x417b53d2,0xbf800000,2 np.float32,0xc17b53d2,0xbf800000,2 np.float32,0x41fb53d2,0x3f800000,2 np.float32,0xc1fb53d2,0x3f800000,2 np.float32,0x427b53d2,0x3f800000,2 np.float32,0xc27b53d2,0x3f800000,2 np.float32,0x4183f268,0xbf3504e7,2 np.float32,0xc183f268,0xbf3504e7,2 np.float32,0x4203f268,0xb6059a13,2 np.float32,0xc203f268,0xb6059a13,2 np.float32,0x4283f268,0xbf800000,2 np.float32,0xc283f268,0xbf800000,2 np.float32,0x418a3ae7,0x35b08908,2 np.float32,0xc18a3ae7,0x35b08908,2 np.float32,0x420a3ae7,0xbf800000,2 np.float32,0xc20a3ae7,0xbf800000,2 np.float32,0x428a3ae7,0x3f800000,2 np.float32,0xc28a3ae7,0x3f800000,2 np.float32,0x41908365,0x3f3504f0,2 np.float32,0xc1908365,0x3f3504f0,2 np.float32,0x42108365,0xb512200d,2 np.float32,0xc2108365,0xb512200d,2 np.float32,0x42908365,0xbf800000,2 np.float32,0xc2908365,0xbf800000,2 np.float32,0x4196cbe4,0x3f800000,2 np.float32,0xc196cbe4,0x3f800000,2 np.float32,0x4216cbe4,0x3f800000,2 np.float32,0xc216cbe4,0x3f800000,2 np.float32,0x4296cbe4,0x3f800000,2 np.float32,0xc296cbe4,0x3f800000,2 np.float32,0x419d1463,0x3f3504ef,2 np.float32,0xc19d1463,0x3f3504ef,2 np.float32,0x421d1463,0xb5455799,2 np.float32,0xc21d1463,0xb5455799,2 np.float32,0x429d1463,0xbf800000,2 np.float32,0xc29d1463,0xbf800000,2 np.float32,0x41a35ce2,0xb53889b6,2 np.float32,0xc1a35ce2,0xb53889b6,2 np.float32,0x42235ce2,0xbf800000,2 np.float32,0xc2235ce2,0xbf800000,2 np.float32,0x42a35ce2,0x3f800000,2 np.float32,0xc2a35ce2,0x3f800000,2 np.float32,0x41a9a561,0xbf3504ff,2 np.float32,0xc1a9a561,0xbf3504ff,2 np.float32,0x4229a561,0x360733d0,2 np.float32,0xc229a561,0x360733d0,2 np.float32,0x42a9a561,0xbf800000,2 np.float32,0xc2a9a561,0xbf800000,2 np.float32,0x41afede0,0xbf800000,2 np.float32,0xc1afede0,0xbf800000,2 np.float32,0x422fede0,0x3f800000,2 np.float32,0xc22fede0,0x3f800000,2 np.float32,0x42afede0,0x3f800000,2 np.float32,0xc2afede0,0x3f800000,2 np.float32,0x41b6365e,0xbf3504f6,2 np.float32,0xc1b6365e,0xbf3504f6,2 np.float32,0x4236365e,0x350bb91c,2 np.float32,0xc236365e,0x350bb91c,2 np.float32,0x42b6365e,0xbf800000,2 np.float32,0xc2b6365e,0xbf800000,2 np.float32,0x41bc7edd,0x33800add,2 np.float32,0xc1bc7edd,0x33800add,2 np.float32,0x423c7edd,0xbf800000,2 np.float32,0xc23c7edd,0xbf800000,2 np.float32,0x42bc7edd,0x3f800000,2 np.float32,0xc2bc7edd,0x3f800000,2 np.float32,0x41c2c75c,0x3f3504f8,2 np.float32,0xc1c2c75c,0x3f3504f8,2 np.float32,0x4242c75c,0x354bbe8a,2 np.float32,0xc242c75c,0x354bbe8a,2 np.float32,0x42c2c75c,0xbf800000,2 np.float32,0xc2c2c75c,0xbf800000,2 np.float32,0x41c90fdb,0x3f800000,2 np.float32,0xc1c90fdb,0x3f800000,2 np.float32,0x42490fdb,0x3f800000,2 np.float32,0xc2490fdb,0x3f800000,2 np.float32,0x42c90fdb,0x3f800000,2 np.float32,0xc2c90fdb,0x3f800000,2 np.float32,0x41cf585a,0x3f3504e7,2 np.float32,0xc1cf585a,0x3f3504e7,2 np.float32,0x424f585a,0xb608cd8c,2 np.float32,0xc24f585a,0xb608cd8c,2 np.float32,0x42cf585a,0xbf800000,2 np.float32,0xc2cf585a,0xbf800000,2 np.float32,0x41d5a0d9,0xb5b3bc81,2 np.float32,0xc1d5a0d9,0xb5b3bc81,2 np.float32,0x4255a0d9,0xbf800000,2 np.float32,0xc255a0d9,0xbf800000,2 np.float32,0x42d5a0d9,0x3f800000,2 np.float32,0xc2d5a0d9,0x3f800000,2 np.float32,0x41dbe958,0xbf350507,2 np.float32,0xc1dbe958,0xbf350507,2 np.float32,0x425be958,0x365eab75,2 np.float32,0xc25be958,0x365eab75,2 np.float32,0x42dbe958,0xbf800000,2 np.float32,0xc2dbe958,0xbf800000,2 np.float32,0x41e231d6,0xbf800000,2 np.float32,0xc1e231d6,0xbf800000,2 np.float32,0x426231d6,0x3f800000,2 np.float32,0xc26231d6,0x3f800000,2 np.float32,0x42e231d6,0x3f800000,2 np.float32,0xc2e231d6,0x3f800000,2 np.float32,0x41e87a55,0xbf3504ef,2 np.float32,0xc1e87a55,0xbf3504ef,2 np.float32,0x42687a55,0xb552257b,2 np.float32,0xc2687a55,0xb552257b,2 np.float32,0x42e87a55,0xbf800000,2 np.float32,0xc2e87a55,0xbf800000,2 np.float32,0x41eec2d4,0x353ef0a7,2 np.float32,0xc1eec2d4,0x353ef0a7,2 np.float32,0x426ec2d4,0xbf800000,2 np.float32,0xc26ec2d4,0xbf800000,2 np.float32,0x42eec2d4,0x3f800000,2 np.float32,0xc2eec2d4,0x3f800000,2 np.float32,0x41f50b53,0x3f3504ff,2 np.float32,0xc1f50b53,0x3f3504ff,2 np.float32,0x42750b53,0x360a6748,2 np.float32,0xc2750b53,0x360a6748,2 np.float32,0x42f50b53,0xbf800000,2 np.float32,0xc2f50b53,0xbf800000,2 np.float32,0x41fb53d2,0x3f800000,2 np.float32,0xc1fb53d2,0x3f800000,2 np.float32,0x427b53d2,0x3f800000,2 np.float32,0xc27b53d2,0x3f800000,2 np.float32,0x42fb53d2,0x3f800000,2 np.float32,0xc2fb53d2,0x3f800000,2 np.float32,0x4200ce28,0x3f3504f6,2 np.float32,0xc200ce28,0x3f3504f6,2 np.float32,0x4280ce28,0x34fdd672,2 np.float32,0xc280ce28,0x34fdd672,2 np.float32,0x4300ce28,0xbf800000,2 np.float32,0xc300ce28,0xbf800000,2 np.float32,0x4203f268,0xb6059a13,2 np.float32,0xc203f268,0xb6059a13,2 np.float32,0x4283f268,0xbf800000,2 np.float32,0xc283f268,0xbf800000,2 np.float32,0x4303f268,0x3f800000,2 np.float32,0xc303f268,0x3f800000,2 np.float32,0x420716a7,0xbf3504f8,2 np.float32,0xc20716a7,0xbf3504f8,2 np.float32,0x428716a7,0x35588c6d,2 np.float32,0xc28716a7,0x35588c6d,2 np.float32,0x430716a7,0xbf800000,2 np.float32,0xc30716a7,0xbf800000,2 np.float32,0x420a3ae7,0xbf800000,2 np.float32,0xc20a3ae7,0xbf800000,2 np.float32,0x428a3ae7,0x3f800000,2 np.float32,0xc28a3ae7,0x3f800000,2 np.float32,0x430a3ae7,0x3f800000,2 np.float32,0xc30a3ae7,0x3f800000,2 np.float32,0x420d5f26,0xbf3504e7,2 np.float32,0xc20d5f26,0xbf3504e7,2 np.float32,0x428d5f26,0xb60c0105,2 np.float32,0xc28d5f26,0xb60c0105,2 np.float32,0x430d5f26,0xbf800000,2 np.float32,0xc30d5f26,0xbf800000,2 np.float32,0x42108365,0xb512200d,2 np.float32,0xc2108365,0xb512200d,2 np.float32,0x42908365,0xbf800000,2 np.float32,0xc2908365,0xbf800000,2 np.float32,0x43108365,0x3f800000,2 np.float32,0xc3108365,0x3f800000,2 np.float32,0x4213a7a5,0x3f350507,2 np.float32,0xc213a7a5,0x3f350507,2 np.float32,0x4293a7a5,0x3661deee,2 np.float32,0xc293a7a5,0x3661deee,2 np.float32,0x4313a7a5,0xbf800000,2 np.float32,0xc313a7a5,0xbf800000,2 np.float32,0x4216cbe4,0x3f800000,2 np.float32,0xc216cbe4,0x3f800000,2 np.float32,0x4296cbe4,0x3f800000,2 np.float32,0xc296cbe4,0x3f800000,2 np.float32,0x4316cbe4,0x3f800000,2 np.float32,0xc316cbe4,0x3f800000,2 np.float32,0x4219f024,0x3f3504d8,2 np.float32,0xc219f024,0x3f3504d8,2 np.float32,0x4299f024,0xb69bde6c,2 np.float32,0xc299f024,0xb69bde6c,2 np.float32,0x4319f024,0xbf800000,2 np.float32,0xc319f024,0xbf800000,2 np.float32,0x421d1463,0xb5455799,2 np.float32,0xc21d1463,0xb5455799,2 np.float32,0x429d1463,0xbf800000,2 np.float32,0xc29d1463,0xbf800000,2 np.float32,0x431d1463,0x3f800000,2 np.float32,0xc31d1463,0x3f800000,2 np.float32,0x422038a3,0xbf350516,2 np.float32,0xc22038a3,0xbf350516,2 np.float32,0x42a038a3,0x36c6cd61,2 np.float32,0xc2a038a3,0x36c6cd61,2 np.float32,0x432038a3,0xbf800000,2 np.float32,0xc32038a3,0xbf800000,2 np.float32,0x42235ce2,0xbf800000,2 np.float32,0xc2235ce2,0xbf800000,2 np.float32,0x42a35ce2,0x3f800000,2 np.float32,0xc2a35ce2,0x3f800000,2 np.float32,0x43235ce2,0x3f800000,2 np.float32,0xc3235ce2,0x3f800000,2 np.float32,0x42268121,0xbf3504f6,2 np.float32,0xc2268121,0xbf3504f6,2 np.float32,0x42a68121,0x34e43aac,2 np.float32,0xc2a68121,0x34e43aac,2 np.float32,0x43268121,0xbf800000,2 np.float32,0xc3268121,0xbf800000,2 np.float32,0x4229a561,0x360733d0,2 np.float32,0xc229a561,0x360733d0,2 np.float32,0x42a9a561,0xbf800000,2 np.float32,0xc2a9a561,0xbf800000,2 np.float32,0x4329a561,0x3f800000,2 np.float32,0xc329a561,0x3f800000,2 np.float32,0x422cc9a0,0x3f3504f8,2 np.float32,0xc22cc9a0,0x3f3504f8,2 np.float32,0x42acc9a0,0x35655a50,2 np.float32,0xc2acc9a0,0x35655a50,2 np.float32,0x432cc9a0,0xbf800000,2 np.float32,0xc32cc9a0,0xbf800000,2 np.float32,0x422fede0,0x3f800000,2 np.float32,0xc22fede0,0x3f800000,2 np.float32,0x42afede0,0x3f800000,2 np.float32,0xc2afede0,0x3f800000,2 np.float32,0x432fede0,0x3f800000,2 np.float32,0xc32fede0,0x3f800000,2 np.float32,0x4233121f,0x3f3504e7,2 np.float32,0xc233121f,0x3f3504e7,2 np.float32,0x42b3121f,0xb60f347d,2 np.float32,0xc2b3121f,0xb60f347d,2 np.float32,0x4333121f,0xbf800000,2 np.float32,0xc333121f,0xbf800000,2 np.float32,0x4236365e,0x350bb91c,2 np.float32,0xc236365e,0x350bb91c,2 np.float32,0x42b6365e,0xbf800000,2 np.float32,0xc2b6365e,0xbf800000,2 np.float32,0x4336365e,0x3f800000,2 np.float32,0xc336365e,0x3f800000,2 np.float32,0x42395a9e,0xbf350507,2 np.float32,0xc2395a9e,0xbf350507,2 np.float32,0x42b95a9e,0x36651267,2 np.float32,0xc2b95a9e,0x36651267,2 np.float32,0x43395a9e,0xbf800000,2 np.float32,0xc3395a9e,0xbf800000,2 np.float32,0x423c7edd,0xbf800000,2 np.float32,0xc23c7edd,0xbf800000,2 np.float32,0x42bc7edd,0x3f800000,2 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