{ "environment": { "model": "Qwen/Qwen2.5-1.5B-Instruct", "revision": "989aa7980e4cf806f80c7fef2b1adb7bc71aa306", "torch": "2.11.0", "transformers": "4.57.6", "gpu": "mps", "platform": "macOS-26.6.2-arm64-arm-64bit", "dtype": "torch.float16", "attention": "sdpa" }, "arguments": { "model": "Qwen/Qwen2.5-1.5B-Instruct", "presets": [ "fintech_fraud", "support_triage", "code_security" ], "fields": [ 4, 16, 28 ], "steps": 1, "repeats": 8, "warmup": 2, "output": "mac_mps_initial.json", "device": "mps", "dtype": "float16" }, "cases": [ { "preset": "fintech_fraud", "fields": 4, "prefix_tokens": 291, "suffix_tokens": 28, "batch_padded_tokens": 32, "correctness": { "max_abs_logit_error": 0.0390625, "mean_abs_logit_error": 0.0043123154900968075, "full_vocab_argmax_agreement": 1.0, "candidate_decisions_equal": true, "candidate_collision_fields": [] }, "decode": { "batch": { "median_ms": 47.26822950760834, "min_ms": 46.848250000039116, "p90_ms": 47.59587500302587, "samples_ms": [ 47.55291700712405, 47.04954198678024, 47.15175001183525, 47.52816700784024, 46.848250000039116, 47.05770799773745, 47.38470900338143, 47.59587500302587 ] }, "tree": { "median_ms": 33.41227099735988, "min_ms": 33.26170801301487, "p90_ms": 34.000125000602566, "samples_ms": [ 33.38362500653602, 33.440916988183744, 33.26170801301487, 33.57716600294225, 33.26737499446608, 33.32154100644402, 33.557167000253685, 34.000125000602566 ] } }, "end_to_end": { "batch": { "median_ms": 190.59108350484166, "min_ms": 189.7072909923736, "p90_ms": 192.90312500379514, "samples_ms": [ 191.3511250022566, 190.71195799915586, 190.8974169928115, 192.90312500379514, 190.13754100888036, 189.7072909923736, 189.88337500195485, 190.47020901052747 ] }, "tree": { "median_ms": 178.3205000028829, "min_ms": 177.8794160054531, "p90_ms": 178.77554200822487, "samples_ms": [ 178.30850000609644, 177.99999999988358, 178.43274999177083, 178.77554200822487, 178.43395899399184, 177.8794160054531, 177.99320800986607, 178.33249999966938 ] } }, "memory": { "batch": { "driver_high_water_mib": 3279.0, "extra_driver_mib": 112.0 }, "tree": { "driver_high_water_mib": 3199.0, "extra_driver_mib": 32.0 } }, "decode_speedup": 1.4146966996449688, "end_to_end_speedup": 1.0688119621791121, "decode_speedup_ci95": [ 1.4070674260782117, 1.4236970070965906 ], "end_to_end_speedup_ci95": [ 1.0659652991225994, 1.072772632844677 ] }, { "preset": "fintech_fraud", "fields": 16, "prefix_tokens": 468, "suffix_tokens": 127, "batch_padded_tokens": 160, "correctness": { "max_abs_logit_error": 0.046875, "mean_abs_logit_error": 0.005229064263403416, "full_vocab_argmax_agreement": 1.0, "candidate_decisions_equal": true, "candidate_collision_fields": [] }, "decode": { "batch": { "median_ms": 166.3752914973884, "min_ms": 166.01883299881592, "p90_ms": 166.64354100066703, "samples_ms": [ 166.01883299881592, 166.21908301021904, 166.53400000359397, 166.37366599752568, 166.27183300442994, 166.3769169972511, 166.59845800313633, 166.64354100066703 ] }, "tree": { "median_ms": 83.06970800185809, "min_ms": 82.75195899477694, "p90_ms": 83.72970900381915, "samples_ms": [ 82.94133399613202, 83.04516600037459, 83.72970900381915, 83.09425000334159, 83.04158299870323, 82.75195899477694, 83.13174999784678, 83.20774999447167 ] } }, "end_to_end": { "batch": { "median_ms": 400.43991649872623, "min_ms": 400.2200419927249, "p90_ms": 402.33149999403395, "samples_ms": [ 402.33149999403395, 400.3236669959733, 400.2200419927249, 400.5150419980055, 400.364790999447, 400.3123750007944, 401.0615840088576, 401.5582089923555 ] }, "tree": { "median_ms": 317.8602914995281, "min_ms": 317.6447910082061, "p90_ms": 318.26429200009443, "samples_ms": [ 317.882292001741, 317.8382909973152, 317.65129198902287, 317.7312080078991, 317.91475000500213, 317.6447910082061, 318.1417499872623, 318.26429200009443 ] } }, "memory": { "batch": { "driver_high_water_mib": 5620.40625, "extra_driver_mib": 2352.0 }, "tree": { "driver_high_water_mib": 3276.40625, "extra_driver_mib": 8.0 } }, "decode_speedup": 2.00283948865773, "end_to_end_speedup": 1.25979849389058, "decode_speedup_ci95": [ 2.0015503733169644, 2.00498794137586 ], "end_to_end_speedup_ci95": [ 1.259346384504486, 1.2624706917901076 ] }, { "preset": "fintech_fraud", "fields": 28, "prefix_tokens": 646, "suffix_tokens": 227, "batch_padded_tokens": 308, "correctness": { "max_abs_logit_error": 0.0390625, "mean_abs_logit_error": 0.004572090692818165, "full_vocab_argmax_agreement": 1.0, "candidate_decisions_equal": true, "candidate_collision_fields": [ "counterparty_jurisdiction_risk" ] }, "decode": { "batch": { "median_ms": 337.68993749981746, "min_ms": 337.26487500825897, "p90_ms": 338.20399999967776, "samples_ms": [ 338.20399999967776, 337.63237499806564, 337.26487500825897, 337.7475000015693, 337.82583399442956, 337.49304099183064, 337.31808399898, 337.8040000097826 ] }, "tree": { "median_ms": 142.53641650429927, "min_ms": 142.30208400113042, "p90_ms": 143.00833299057558, "samples_ms": [ 142.60750000539701, 142.54791699931957, 142.32374999846797, 142.30208400113042, 142.68516600714065, 143.00833299057558, 142.44258399412502, 142.52491600927897 ] } }, "end_to_end": { "batch": { "median_ms": 665.5089580017375, "min_ms": 664.9612079927465, "p90_ms": 671.5790419984842, "samples_ms": [ 671.5790419984842, 665.4760410019662, 666.8390420090873, 665.4567090008641, 664.9612079927465, 665.394916999503, 665.5418750015087, 668.8652919983724 ] }, "tree": { "median_ms": 471.9899789997726, "min_ms": 470.15170801023487, "p90_ms": 473.9503750024596, "samples_ms": [ 472.25875000003725, 473.07704100967385, 471.5012079977896, 471.7212079995079, 472.3985000018729, 470.7340419990942, 470.15170801023487, 473.9503750024596 ] } }, "memory": { "batch": { "driver_high_water_mib": 5294.984375, "extra_driver_mib": 2022.0 }, "tree": { "driver_high_water_mib": 3270.984375, "extra_driver_mib": 40.0 } }, "decode_speedup": 2.369148501005228, "end_to_end_speedup": 1.4100065416898568, "decode_speedup_ci95": [ 2.366431024764677, 2.3721027360653832 ], "end_to_end_speedup_ci95": [ 1.4077065183304176, 1.4155099921366008 ] }, { "preset": "support_triage", "fields": 4, "prefix_tokens": 298, "suffix_tokens": 28, "batch_padded_tokens": 40, "correctness": { "max_abs_logit_error": 0.0390625, "mean_abs_logit_error": 0.004746712744235992, "full_vocab_argmax_agreement": 1.0, "candidate_decisions_equal": true, "candidate_collision_fields": [] }, "decode": { "batch": { "median_ms": 51.41572900902247, "min_ms": 50.98366699530743, "p90_ms": 52.308957994682714, "samples_ms": [ 51.25137499999255, 50.98366699530743, 51.47558300814126, 51.355875009903684, 52.004624987603165, 52.308957994682714, 51.34412499319296, 51.97441601194441 ] }, "tree": { "median_ms": 33.48941699368879, "min_ms": 33.176375000039116, "p90_ms": 35.18329199869186, "samples_ms": [ 33.21337500528898, 33.488749992102385, 33.33837499667425, 33.89491600682959, 35.18329199869186, 33.57179199520033, 33.176375000039116, 33.4900839952752 ] } }, "end_to_end": { "batch": { "median_ms": 194.8159375024261, "min_ms": 194.30545800423715, "p90_ms": 196.05383300222456, "samples_ms": [ 194.53891599550843, 194.30545800423715, 194.7874170000432, 194.8301250085933, 196.05383300222456, 195.8960420015501, 195.53312499192543, 194.80174999625888 ] }, "tree": { "median_ms": 179.28256250161212, "min_ms": 178.82008400920313, "p90_ms": 181.21854099445045, "samples_ms": [ 179.84216600598302, 179.1274169954704, 178.82008400920313, 178.8337500038324, 180.26720799389295, 181.21854099445045, 179.43770800775383, 179.10737499187235 ] } }, "memory": { "batch": { "driver_high_water_mib": 3359.15625, "extra_driver_mib": 104.0 }, "tree": { "driver_high_water_mib": 3263.15625, "extra_driver_mib": 8.0 } }, "decode_speedup": 1.5352828930617681, "end_to_end_speedup": 1.0866418617854947, "decode_speedup_ci95": [ 1.5224064292082697, 1.5519344776584314 ], "end_to_end_speedup_ci95": [ 1.0831418894925375, 1.0896991895565011 ] }, { "preset": "support_triage", "fields": 16, "prefix_tokens": 481, "suffix_tokens": 126, "batch_padded_tokens": 160, "correctness": { "max_abs_logit_error": 0.046875, "mean_abs_logit_error": 0.0048467740416526794, "full_vocab_argmax_agreement": 1.0, "candidate_decisions_equal": true, "candidate_collision_fields": [] }, "decode": { "batch": { "median_ms": 168.7676039946382, "min_ms": 168.39800000889227, "p90_ms": 169.3617080018157, "samples_ms": [ 168.98479100200348, 168.74533299414907, 169.21074999845587, 168.39800000889227, 168.68324999813922, 168.61854199669324, 168.78987499512732, 169.3617080018157 ] }, "tree": { "median_ms": 83.00702099950286, "min_ms": 82.86941600090358, "p90_ms": 83.5149589984212, "samples_ms": [ 83.5149589984212, 82.96704200620297, 83.02208301029168, 82.99604199419264, 82.9257090081228, 82.86941600090358, 83.01800000481308, 83.453457991709 ] } }, "end_to_end": { "batch": { "median_ms": 408.5541460008244, "min_ms": 407.3758330050623, "p90_ms": 411.9953330082353, "samples_ms": [ 409.455084009096, 408.30883300805, 407.3758330050623, 407.4040419945959, 408.7994589935988, 407.83354100130964, 408.8325830089161, 411.9953330082353 ] }, "tree": { "median_ms": 322.66933350183535, "min_ms": 321.90650000120513, "p90_ms": 325.09766600560397, "samples_ms": [ 322.21112499246374, 325.09766600560397, 322.2837920038728, 321.90650000120513, 323.0462500068825, 322.482667004806, 323.7660419981694, 322.8559999988647 ] } }, "memory": { "batch": { "driver_high_water_mib": 5599.484375, "extra_driver_mib": 2352.0 }, "tree": { "driver_high_water_mib": 3271.484375, "extra_driver_mib": 24.0 } }, "decode_speedup": 2.033172639645133, "end_to_end_speedup": 1.2661697396740696, "decode_speedup_ci95": [ 2.0271568557257, 2.036780629549704 ], "end_to_end_speedup_ci95": [ 1.2619319354399532, 1.2698004562026703 ] }, { "preset": "support_triage", "fields": 28, "prefix_tokens": 655, "suffix_tokens": 218, "batch_padded_tokens": 280, "correctness": { "max_abs_logit_error": 0.046875, "mean_abs_logit_error": 0.004553103819489479, "full_vocab_argmax_agreement": 1.0, "candidate_decisions_equal": true, "candidate_collision_fields": [ "target_resolution_hours", "assigned_agent_tier" ] }, "decode": { "batch": { "median_ms": 333.23189599468606, "min_ms": 332.5708750053309, "p90_ms": 338.84008300083224, "samples_ms": [ 333.4462920029182, 332.5708750053309, 333.0174999864539, 333.4563749958761, 338.84008300083224, 333.65920900541823, 332.6203750038985, 332.86400001088623 ] }, "tree": { "median_ms": 140.46581200091168, "min_ms": 140.3020409925375, "p90_ms": 141.14466699538752, "samples_ms": [ 141.14466699538752, 140.44829200429376, 140.45941599761136, 140.65008399484213, 141.10125000297558, 140.3020409925375, 140.472208004212, 140.3820419945987 ] } }, "end_to_end": { "batch": { "median_ms": 664.504312997451, "min_ms": 662.5099170050817, "p90_ms": 666.6135840059724, "samples_ms": [ 664.545999999973, 664.5135419967119, 662.5099170050817, 664.9717500113184, 664.3663330032723, 666.6135840059724, 664.3937079934403, 664.4950839981902 ] }, "tree": { "median_ms": 471.8639579950832, "min_ms": 470.3940409963252, "p90_ms": 473.91804099606816, "samples_ms": [ 473.1918329925975, 470.3940409963252, 473.91804099606816, 471.0846249945462, 471.2021250015823, 472.3992079962045, 472.50158300448675, 471.32870799396187 ] } }, "memory": { "batch": { "driver_high_water_mib": 5292.015625, "extra_driver_mib": 2062.0 }, "tree": { "driver_high_water_mib": 3276.015625, "extra_driver_mib": 48.0 } }, "decode_speedup": 2.372334529291179, "end_to_end_speedup": 1.408254014188503, "decode_speedup_ci95": [ 2.366582759337612, 2.376035750477272 ], "end_to_end_speedup_ci95": [ 1.4043364565201133, 1.4109481535389878 ] } ] }