{ "environment": { "model": "Qwen/Qwen2.5-1.5B-Instruct", "revision": "989aa7980e4cf806f80c7fef2b1adb7bc71aa306", "torch": "2.11.0", "transformers": "4.57.6", "gpu": null, "platform": "macOS-26.6.2-arm64-arm-64bit", "dtype": "torch.float32", "attention": "sdpa" }, "arguments": { "model": "Qwen/Qwen2.5-1.5B-Instruct", "presets": [ "fintech_fraud" ], "fields": [ 4, 16, 28 ], "steps": 1, "repeats": 8, "warmup": 2, "output": "mac_cpu_initial.json" }, "cases": [ { "preset": "fintech_fraud", "fields": 4, "prefix_tokens": 291, "suffix_tokens": 28, "batch_padded_tokens": 32, "correctness": { "max_abs_logit_error": 5.14984130859375e-05, "mean_abs_logit_error": 6.680697879346553e-06, "full_vocab_argmax_agreement": 1.0, "candidate_decisions_equal": true, "candidate_collision_fields": [] }, "decode": { "batch": { "median_ms": 125.02806199336192, "min_ms": 119.85650000860915, "p90_ms": 156.35541699884925, "samples_ms": [ 126.25195799046196, 123.17129199800547, 124.2745829949854, 125.78154099173844, 121.04620899481233, 119.85650000860915, 156.35541699884925, 128.15308300196193 ] }, "tree": { "median_ms": 110.84147949441103, "min_ms": 109.36420800862834, "p90_ms": 120.09329099964816, "samples_ms": [ 110.04775000037625, 120.09329099964816, 113.18729200866073, 111.36766699200962, 109.36420800862834, 110.31529199681245, 109.927166995476, 112.77408400201239 ] } }, "end_to_end": { "batch": { "median_ms": 494.8375209933147, "min_ms": 490.0297499989392, "p90_ms": 505.98341700970195, "samples_ms": [ 497.0009999960894, 494.0542499971343, 492.7669589960715, 490.0297499989392, 495.62079198949505, 493.570708000334, 505.98341700970195, 503.2984999998007 ] }, "tree": { "median_ms": 483.60870849865023, "min_ms": 473.5579160042107, "p90_ms": 495.45220800791867, "samples_ms": [ 490.6235829985235, 486.5667080011917, 482.09995799697936, 479.543959008879, 477.3575409926707, 473.5579160042107, 485.1174590003211, 495.45220800791867 ] } }, "memory": {}, "decode_speedup": 1.1279898334419671, "end_to_end_speedup": 1.0232187971335835, "decode_speedup_ci95": [ 1.0921950117174755, 1.1558847908819312 ], "end_to_end_speedup_ci95": [ 1.01418859675665, 1.0374776060151394 ] }, { "preset": "fintech_fraud", "fields": 16, "prefix_tokens": 468, "suffix_tokens": 127, "batch_padded_tokens": 160, "correctness": { "max_abs_logit_error": 7.2479248046875e-05, "mean_abs_logit_error": 6.526509423565585e-06, "full_vocab_argmax_agreement": 1.0, "candidate_decisions_equal": true, "candidate_collision_fields": [] }, "decode": { "batch": { "median_ms": 306.6326870030025, "min_ms": 296.44145800557453, "p90_ms": 321.2097089999588, "samples_ms": [ 321.2097089999588, 306.82954100484494, 304.35929099621717, 308.5727500001667, 304.67591701017227, 309.20870800036937, 306.43583300116006, 296.44145800557453 ] }, "tree": { "median_ms": 208.24712500325404, "min_ms": 199.32016600796487, "p90_ms": 217.84774999832734, "samples_ms": [ 217.84774999832734, 209.30799999041483, 208.65054200112354, 207.7542079932755, 209.12945800228044, 207.84370800538454, 204.79975000489503, 199.32016600796487 ] } }, "end_to_end": { "batch": { "median_ms": 855.2939375003916, "min_ms": 834.634166007163, "p90_ms": 864.323791989591, "samples_ms": [ 844.4657090003602, 852.9589170066174, 864.323791989591, 857.6289579941658, 864.1029999998864, 834.634166007163, 839.8262090049684, 858.5307920002379 ] }, "tree": { "median_ms": 741.478771007678, "min_ms": 727.3588340030983, "p90_ms": 753.5777500015683, "samples_ms": [ 744.3955000053393, 738.5620420100167, 753.5777500015683, 747.171166993212, 737.5786250049714, 747.073749997071, 727.3588340030983, 730.0422090047505 ] } }, "memory": {}, "decode_speedup": 1.4724461958272466, "end_to_end_speedup": 1.1534975388951967, "decode_speedup_ci95": [ 1.45854716361573, 1.4876981890274918 ], "end_to_end_speedup_ci95": [ 1.1292837033030394, 1.169980246545309 ] }, { "preset": "fintech_fraud", "fields": 28, "prefix_tokens": 646, "suffix_tokens": 227, "batch_padded_tokens": 308, "correctness": { "max_abs_logit_error": 6.818771362304688e-05, "mean_abs_logit_error": 6.96640609021415e-06, "full_vocab_argmax_agreement": 1.0, "candidate_decisions_equal": true, "candidate_collision_fields": [ "counterparty_jurisdiction_risk" ] }, "decode": { "batch": { "median_ms": 670.6976869973005, "min_ms": 648.5337920021266, "p90_ms": 702.7558749978198, "samples_ms": [ 658.6372909951024, 681.5660840074997, 648.5337920021266, 666.1693329951959, 686.8903329886962, 702.7558749978198, 661.6408749978291, 675.2260409994051 ] }, "tree": { "median_ms": 373.8734794969787, "min_ms": 365.2136249875184, "p90_ms": 383.5883330029901, "samples_ms": [ 381.38704099401366, 372.52491699473467, 365.2136249875184, 375.59429099201225, 383.5883330029901, 372.16383300255984, 365.7445830031065, 375.2220419992227 ] } }, "end_to_end": { "batch": { "median_ms": 1403.671021500486, "min_ms": 1317.3234580026474, "p90_ms": 1727.2021660028258, "samples_ms": [ 1353.7045839912025, 1389.389709001989, 1519.3337499949848, 1381.5615420026006, 1417.9523339989828, 1441.085959013435, 1727.2021660028258, 1317.3234580026474 ] }, "tree": { "median_ms": 1085.385687496455, "min_ms": 1019.9310419993708, "p90_ms": 1443.0702919926262, "samples_ms": [ 1094.387666991679, 1076.3837080012308, 1019.9310419993708, 1143.5619999974733, 1027.4991250043968, 1146.7937080014963, 1443.0702919926262, 1031.1697909928625 ] } }, "memory": {}, "decode_speedup": 1.7939161876356637, "end_to_end_speedup": 1.2932462973030225, "decode_speedup_ci95": [ 1.7520756879898927, 1.8376219823398265 ], "end_to_end_speedup_ci95": [ 1.21154395258443, 1.4115168584410118 ] } ] }