{ "schema_version": 1, "algorithm": "exact ordered-FP32 H32 E300 squared-error minibatch SGD, lr0.2 seed101", "source_sha256": "3c02ba3ddc0ffccfca4db954405b53355f2df99192b5652e44436513327b9e92", "input_sha256": { "train_images": "082791eb03970e2b1d2685dd1d3892da61cfa589af50c0eeec1a7f573b4efb4a", "train_labels": "71befd698ac78cf5ae2790970ce16d94e295b8475d53b1db11e669de080ba6ef", "test_images": "c76571c75f64b9f94a9bbe160d4c014a7cc72874d46606f6db0983a67694a3fb" }, "hardware": { "gpu_name": "NVIDIA A100-SXM4-40GB", "gpu_uuid": "GPU-3d056d1b-c09c-2aa6-cdec-39ad080f3239", "gpu_pci_bus_id": "00000000:80:07.0", "gpu_total_memory_bytes": 42405855232, "multiprocessors": 108, "compute_capability": "8.0", "power_limit_w": 400.0, "mig_mode": [ 0, 0 ], "compute_processes": [ { "pid": 1, "used_gpu_memory_bytes": 884998144 } ], "visible_devices": null, "cpu_model": "unknown" }, "versions": { "python": "3.11.15", "platform": "Linux-4.19.0-gvisor-x86_64-with-glibc2.41", "torch": "2.5.1+cu124", "triton": "3.1.0", "numpy": "2.2.6", "cuda_runtime": "12.4", "nvidia_driver": "580.95.05", "nvml": "13.580.95.05", "nvidia_ml_py": "12.560.30", "modal": "1.5.5", "container_image": "ghcr.io/ab-10/wikitext-bench@sha256:95de89319ba89c53a91d5440a5db4ff46f68b05031062c0a760ec3caa48dc42f" }, "protocol": { "dataset": "MNIST-small current protocol,1000 train/1000 test,9 pixels,draw00 seed20261201", "training": "Every invocation normalizes all train/test pixels, constructs all one-hot targets, resets 650 initial parameter words, and executes all 300 epochs (12000 minibatches) of ordered FP32 SGD", "prediction": "1000 queries through the freshly trained H32 network; ordered FP32 reductions, fusion disabled, first-class argmax ties", "timing": "CUDA event and host wall throughput of CUDA graphs, one complete training and inference task per graph replay", "energy": "NVML cumulative energy counter delta minus mean of paired 3-second idle powers times active counter interval; each idle sample follows a 3-second settling gap", "trials": 3, "target_active_seconds_per_trial": 10, "idle_seconds_before_and_after_each_trial": 3, "settling_seconds_before_each_idle_sample": 3, "included": [ "train/test pixel normalization", "one-hot target construction", "initial parameter reset", "all12000 SGD minibatches", "all1000 predictions", "all10000 output scores" ], "excluded": [ "host/device transfers", "allocations", "JIT", "graph capture", "validation", "cold start" ], "energy_scope": "whole GPU board as reported by NVML; graph replay host CPU energy excluded", "limitations": [ "Steady-state repeated graph execution benefits from cache reuse", "Paired idle baseline can drift with clock/temperature", "NVML is integrated telemetry, not per-kernel metering" ] }, "validation": { "canonical": { "prediction_matches": 1000, "total_predictions": 1000, "parameter_bitwise_matches": 650, "total_parameters": 650, "score_bitwise_matches": 10000, "total_scores": 10000, "parameter_sha256_float32_le": "b116134fe990a79f2a973880a3210dda5479ed40dd641c99be50144f77c29403", "scores_sha256_float32_le": "44e91d36691e8ed3c626c24119df4afa7e55067b9d36f5d85c7d185f101dd5ae" }, "after_all_timed_graph_replays": { "prediction_matches": 1000, "total_predictions": 1000, "parameter_bitwise_matches": 650, "total_parameters": 650, "score_bitwise_matches": 10000, "total_scores": 10000, "parameter_sha256_float32_le": "b116134fe990a79f2a973880a3210dda5479ed40dd641c99be50144f77c29403", "scores_sha256_float32_le": "44e91d36691e8ed3c626c24119df4afa7e55067b9d36f5d85c7d185f101dd5ae" }, "new_input_random_queries": { "prediction_matches": 1000, "total_predictions": 1000, "parameter_bitwise_matches": 650, "total_parameters": 650, "score_bitwise_matches": 10000, "total_scores": 10000, "parameter_sha256_float32_le": "b116134fe990a79f2a973880a3210dda5479ed40dd641c99be50144f77c29403", "scores_sha256_float32_le": "4519b5aa635a794e0e36cd3b54cb58a036889ed8fe9d2de975da70bdc9d48aa9", "predictions_changed_from_canonical": 912 }, "changed_training_labels": { "prediction_matches": 1000, "total_predictions": 1000, "parameter_bitwise_matches": 650, "total_parameters": 650, "score_bitwise_matches": 10000, "total_scores": 10000, "parameter_sha256_float32_le": "1d6ef1946435210d7e52094165074540e5990761ab386cf73fda54cb337d6fb8", "scores_sha256_float32_le": "b7951ed398b927f8d48855ef4e7b3b19769f77c70a44737dbc5701eda15c6f8b", "predictions_changed_from_original_labels": 914 }, "ptx_has_fp32_fma": false, "ptx_sha256": { "normalize": "705c0e1d01bbc9d46225c7391159edadc35e11e03579c0b78ffd26aa6060ccdd", "initialize": "d9f7d6d8cc15d706c8fab57d231822603d473773cdc4e7e80144b53339cfffe7", "hidden": "4d0d91cbcbcc2f836693e4adf62939434e9094548e18dad5601bc4aa13f88fc7", "delta2": "5bb8c60202fd005cca17bff6030e9cee4541d1efd33b005ffcca2b2faabe6925", "delta1": "a0d7eca6a32429a63dc12f2d15ea85619c877b334f0f68b48f8a812b7d11ced5", "update": "d5eadd2c2110e03ae091a92f416974e08f92fb43f5d1376d6f3cbcbdde402ae1", "inference_hidden": "6ab2561f7993c3a36fe001dfd7ee264c2962355fe56d494aba07e00a54d9938d", "inference_output": "4514e0cb72f63190fa1de1628de9a2b12edde54f905730108ec519eef4dcb4e4" } }, "calibration": { "graph_ms": 156.41122436523438, "graph_replays_per_trial": 64 }, "model_config": { "width": 32, "epochs": 300, "learning_rate": 0.2, "seed": 101, "batch_size": 25 }, "initial_parameter_bits_u32": [ 1050109046, 3183472617, 1044540762, 1031356436, 3188484016, 1049643606, 1048322398, 3183050512, 1050772178, 3191607005, 1045466438, 1039596497, 3164474451, 3198166744, 1049018878, 1028198621, 3180708875, 3183896924, 1037008492, 3184581489, 1000707563, 3182442302, 3197620984, 3190448935, 1047053212, 1046032772, 1038382202, 3164643719, 1050697635, 1047021792, 3190687921, 1027109590, 1050386849, 1044577098, 3182584163, 3164881347, 1011005292, 1049177595, 1041386204, 3180008288, 3167702538, 3196790915, 3148742591, 3191405766, 3196772522, 3196814023, 3191996186, 1040707548, 3193635532, 1027259927, 1032592374, 1050617573, 3169077465, 1044080928, 3198075278, 1036349357, 1050931596, 3197795915, 1049306364, 3194682647, 1039091165, 3198290393, 3197480889, 3195625827, 1049164835, 1044455021, 1037886752, 1036783348, 3188509411, 1016692234, 3158707008, 1050278660, 3170507600, 1042845953, 3183541331, 1049703987, 1047563655, 1051190689, 3191494338, 1048369534, 3162198943, 1003287702, 1021593082, 3196801415, 1048711957, 1032751285, 3196500184, 1042494017, 3196318351, 3181519550, 1038579164, 3166549700, 3197402506, 1034349990, 3182818816, 3181511436, 3194361720, 3193423957, 1051217606, 1032755796, 1030666852, 1044369431, 3181314592, 3194755043, 1032999223, 3179409059, 3179532448, 3196891105, 3176659800, 3197694059, 1049179016, 3182092063, 1041431947, 1030828812, 3173216796, 3185348957, 3198141344, 1037242952, 3196631089, 3191147186, 1050452993, 3182003650, 3183197457, 1040294339, 3189583761, 3182688007, 3187895732, 1040537434, 3197127055, 3181549859, 1051310978, 1036022330, 3163010680, 3188713659, 3198348595, 1049347612, 1049600591, 1050891605, 3160417921, 1031716766, 3188722537, 1046491056, 1029813189, 3188379144, 3188451331, 3183758188, 1038683744, 1043859139, 3196535443, 1049781403, 1043123627, 1045438709, 3192814479, 3195259984, 1042277289, 1050006874, 3184608248, 3196618899, 3186413972, 1046909271, 1046283165, 3191167198, 3194722158, 3141873990, 3186952184, 1047487100, 3166652467, 3191506627, 3174947598, 3191692506, 1040920817, 1050746434, 1033113497, 3191023467, 1045759947, 3182987262, 3196883896, 3194775058, 3182447157, 1046780018, 3191511241, 1044436778, 3197013425, 1046993641, 1041417133, 3196881297, 3197907866, 3190401604, 3193633570, 1036596623, 3164482035, 1028095961, 3188893093, 1050888295, 3196571363, 1037989638, 1017913412, 1051145711, 1050362342, 3160313013, 3171809611, 3183719318, 3193963774, 1039681223, 1048840970, 3162635746, 1049529070, 3190684367, 3189703029, 1050368682, 1049570241, 1007109452, 1024109651, 3184028536, 3198217947, 3182093971, 1051038692, 1001552105, 1045541592, 3194453776, 1042275078, 1031180232, 1051073897, 3187699939, 3166098607, 3189501987, 1042418940, 3197322800, 1042147615, 1046760278, 3190551055, 3183547806, 3184717664, 1048607895, 3194678820, 1049455385, 3196784430, 3198026375, 1045748104, 3197393890, 1027219564, 1011016529, 1048817706, 1039011631, 1050971823, 1039653507, 3185721609, 1049972324, 3197086786, 1039714003, 3196434801, 3193631209, 3181065953, 3110055770, 3197657231, 3179331617, 1019873776, 3189173143, 3179296476, 1044304633, 3193130419, 3187827500, 3189299932, 3190514821, 3198022084, 1050404570, 1002183361, 3186374151, 1048698560, 3198365243, 3196484943, 3198435778, 3198171576, 3198796750, 1033123037, 1041532436, 3183948043, 1049761622, 1043236721, 1051102152, 1043801781, 1014309322, 3197601122, 3196177418, 3186391995, 3195568902, 1035708764, 3197301107, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1014356598, 3175484050, 3173524369, 3189270394, 1033802970, 1035938811, 3179480443, 3174238935, 1032540637, 3188016029, 1025894911, 3177490573, 1032921985, 1027881740, 3179824873, 3181334876, 3172764556, 3180576437, 1035698369, 1037199912, 3134272648, 3183377363, 3140433870, 1035579987, 1015277206, 3190777341, 3189067047, 3173469477, 1039669104, 3167854879, 1026746693, 1018851295, 3189226181, 3154241439, 3167092392, 3161686323, 1041543836, 3180415542, 1043127148, 3156347893, 3154188093, 1033486880, 3154421149, 3189741804, 1018435418, 3189089074, 1041985232, 3179846334, 1042089761, 1003975712, 1036759335, 991193445, 3184623652, 1043592659, 1027774834, 3163497627, 1042244348, 1017348082, 3171401300, 3185193581, 3178287306, 1038196254, 3186955209, 3159817377, 1028572363, 3164715809, 3172096273, 3190267202, 1038392008, 3189391068, 3166882346, 3189145584, 3179716583, 1036737751, 1041883802, 3190192811, 3180328760, 1032360045, 3174668485, 1043358256, 3187773704, 3187874214, 1034234099, 1032627393, 1042163113, 3189384492, 3190753328, 3188101265, 1041811555, 3166654601, 3167591607, 3181817383, 3185384217, 3188373298, 1035431951, 3190126480, 1034857450, 966128209, 3186049137, 3183750100, 3190112375, 1039649090, 1024227787, 1034576296, 1012991609, 3189722475, 1033407053, 1041031609, 3182078020, 3172942315, 1043458483, 1026155306, 3188050229, 3186374418, 3182395491, 1041949581, 1038054203, 3190747350, 1018427090, 3185125301, 3182765783, 1008556946, 3185473499, 1032255189, 3190244354, 3190390468, 3180892219, 3188954519, 1040213797, 1036177714, 1018035406, 1034538320, 3190913007, 3183261677, 1003834100, 1037856933, 1023631577, 3178522875, 3182746387, 1040328117, 1017351763, 1040190207, 3188693534, 1037778022, 3189495572, 3176668367, 3171896779, 3189611104, 1041984696, 3170163017, 3189611197, 1032469031, 3178194253, 1024452680, 1030825787, 1042969638, 1020956818, 1028559495, 1042711804, 3179276174, 3178412876, 1033448440, 1028700444, 3178738642, 1042105637, 1043132373, 1043534291, 1032758296, 1039107340, 1041304719, 1024474550, 1041411088, 1016336948, 3179135913, 1004682560, 3186975388, 1043002333, 3186973721, 3178361584, 3188178409, 1039037074, 1034974268, 1039801445, 1041837740, 1036818503, 1024598410, 1032755391, 1040018230, 3187066308, 3183701440, 1021706348, 3155261293, 1042094222, 3178561928, 3189513038, 3181088802, 3186159339, 3168396826, 3188633172, 1026608017, 3173155472, 3183767048, 1040992386, 1043386365, 1032202975, 3188609623, 1008208589, 1032892049, 3157912195, 3186619693, 3177030093, 1041173840, 3190172678, 3189919694, 1032786600, 1039021852, 1026129200, 1041313984, 1000293157, 1029279560, 3167130508, 1037252271, 3190311507, 3172803857, 3175591460, 3188557540, 3154065956, 1035021639, 3187576019, 1043533259, 3185129655, 1041301739, 3190687755, 997153316, 3189686171, 3180659576, 1037913293, 1025420202, 1041065432, 3146112742, 3188562427, 3189323743, 1009208355, 1041728755, 1043319300, 1035347119, 3189488887, 3186339151, 1027624569, 1023412512, 1041537929, 3150782177, 3181502476, 3188297825, 1035368433, 1041447532, 1034254436, 3186968392, 1026143528, 1041271835, 3153953704, 3190218384, 3181737303, 1030043307, 3188162591, 3176747321, 1043188746, 3188053521, 3166190022, 1029154235, 3184547979, 1038101897, 3186444777, 1024353785, 3190255130, 1043654644, 1008535318, 3183285598, 3187936176, 3190181734, 3181957241, 1039655288, 3182831678, 1042226224, 1043481049, 1020699426, 3188375790, 3177636820, 1033086730, 3174544818, 1029285129, 1032442833, 3186586055, 3180658161, 1029850246, 998215454, 990514464, 3188281795, 1041366308, 3190452826, 1035327900, 3180773631, 1036232778, 3179752673, 1037844619, 1026318387, 1042775096, 1033630948, 1041224468, 3176520049, 1032999568, 1032286689, 3184821873, 1035981550, 1014775233, 1041693738, 997622280, 1040549621, 3179918551, 3176506421, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "final_parameter_bits_u32": [ 1051105425, 3209983565, 1024832050, 3171942580, 3210028277, 3215686301, 1048375386, 3205742760, 3198662427, 3170558192, 1050253045, 1054273046, 1001805520, 3214268543, 1024740380, 3200324084, 1056875035, 3185347193, 1059553853, 3205416369, 1059858985, 3209296151, 3211001633, 1059769371, 3184821210, 1049428819, 3189869317, 3192233097, 1058214310, 1063296516, 3189223026, 1062766405, 1063359376, 1057701628, 1049360576, 3205084457, 1052535049, 3183732309, 1041114143, 3180207860, 1049179039, 3211422259, 3189580545, 1050570101, 3202534534, 3202215817, 3189134883, 1058343187, 3204930949, 3194906797, 1065124884, 1060254025, 1051485866, 1056752849, 3173963542, 3162016370, 1056586642, 3194150948, 1061682009, 3194466094, 1060474729, 3198186699, 3197410944, 3196668370, 3196690133, 1043611312, 3197470169, 3201835879, 3198383344, 1031693771, 3157185481, 1061863155, 1060927795, 1049588633, 3211839748, 3171505981, 1058787997, 1055011990, 3204708257, 1068736984, 3208854382, 1047177838, 3197736714, 3211119561, 1056313100, 1041111553, 3203103006, 1061367411, 3201721116, 3183742290, 1047331317, 1045220491, 3198634698, 1057154386, 3183422818, 1060256003, 3205523030, 1027513344, 1062222814, 1041563774, 3187755007, 1045132256, 3182048587, 3200526523, 1057137176, 1059356500, 1055595450, 3196116745, 3196114434, 1038738455, 1057408058, 1047259884, 1042073422, 3216096586, 3203577646, 3195222071, 3213328376, 1032973633, 3216565205, 3209939004, 1025331158, 3205817309, 1019859232, 1060415087, 3218009714, 1040211259, 3178443298, 3185300387, 3208816566, 1037556411, 1024624813, 1046020823, 3178576610, 3205581127, 3198219146, 1045681044, 1051353003, 1059299552, 1034729938, 3194590611, 1043955692, 1035331442, 1044030845, 3199121952, 3200233426, 3181266026, 3201874658, 3194800445, 3207754513, 3196711435, 3173963258, 984290172, 3182549289, 3207421254, 1007849600, 1057283181, 3197646646, 3192883819, 3194368547, 1045020671, 3183527104, 3188051432, 3207261114, 1061952574, 3168236600, 1060203455, 3169337348, 1027522413, 1043977467, 1057907161, 1037767046, 1049352270, 3161916276, 3211913201, 1051438169, 3213831284, 3184365529, 3217010551, 3195272488, 1055126520, 3210600384, 1057503654, 3221657050, 3204009374, 1054037623, 3190619627, 3201723644, 1022043971, 3194289365, 1049901053, 3161996064, 1028708826, 1041182023, 1059790529, 3214357535, 3200503768, 1020047588, 1048031568, 1050383130, 3209530462, 3212889349, 3219148629, 3214454171, 1044106901, 1057987618, 1051681372, 1056202631, 3204792400, 3207142145, 1040957269, 1049385964, 1060164620, 1056999262, 3205261352, 3166355601, 3158526166, 1047426603, 1027489283, 3177386336, 3216459737, 1065371290, 1042401016, 1050178741, 3207331016, 1030964964, 3213090163, 3187839812, 3213890472, 1038479803, 1054476053, 3190848111, 3196766740, 3210942144, 3216605170, 3183309334, 1058845305, 3205699170, 3195435107, 3194152473, 3190320383, 1061851100, 3198925377, 3176803021, 1014080524, 1064008982, 3197507087, 1007270218, 1060568509, 3205889246, 1047622655, 3199085540, 3212638743, 3188876670, 1051985430, 3197192057, 3190950191, 1057090086, 1055526965, 3192104149, 1048502353, 3206406306, 3191860014, 3189292283, 3181070965, 3212586060, 3205666389, 3199939819, 3194199732, 3183083549, 1015360836, 3203086395, 3192193495, 3218934334, 3194020361, 3179859294, 1038425007, 1054676240, 1047375888, 1030861738, 1044388706, 1062172253, 3164234893, 3192202768, 3206543561, 3206963920, 3205020178, 1038058824, 3214385112, 1045560353, 1041821249, 3206297063, 3201988522, 3206488343, 3198092173, 3154516388, 3201568235, 3205569461, 3212990519, 3199973229, 1001286107, 3193863750, 3200120426, 3191803736, 3196265383, 3212113064, 3214029073, 1050388553, 3107233280, 1041860659, 3154903804, 3221803361, 3180097398, 3174901262, 1044126291, 3180010095, 3209512074, 3196617317, 1049976926, 3174339795, 3168658401, 1048021511, 1037302462, 1038959230, 3208746538, 3192988897, 3182604033, 3163367036, 3162530181, 1059689315, 3177218942, 1026671469, 998901417, 1062398829, 3198299007, 1019548598, 3200982512, 3196725533, 1034134386, 1033355275, 3176366221, 1031000273, 1045824263, 3186632933, 3199179535, 3191695227, 3172476992, 3201643498, 1032794072, 1053296843, 1053031114, 3184992766, 1032230061, 1021098238, 1042237330, 3212830638, 1034398729, 1001459695, 1025786247, 3193919033, 1064481083, 1054148629, 3167272927, 3191847382, 3200042015, 1036867190, 3194817756, 1043277914, 3193380647, 1049724203, 1030822373, 1060079962, 978288483, 3189757025, 1048887359, 1028192104, 3197886101, 3205937980, 1049914701, 3196907272, 1026269426, 3177608132, 1038193676, 3187041013, 3159183676, 1028613893, 3165632865, 3171530175, 3190295692, 1038271113, 3189413185, 3188456914, 1042567465, 3198108282, 3200853599, 1052601399, 3178376045, 1050924552, 3196641177, 1052162352, 3170430751, 3195717868, 1032233444, 1051238674, 1052914438, 1031645350, 3191613636, 1020270938, 3203181270, 3203968439, 1057314333, 1036528531, 1039228682, 3137208910, 3187959171, 1062708836, 1016312109, 1041466654, 1009778383, 1049906056, 3216046668, 3190886552, 1027286063, 3181452820, 1040330400, 1027660327, 3198853006, 1058444829, 1033772431, 3199465593, 1029656708, 1033173650, 3156360934, 3189983413, 1030789094, 1031726938, 1040721454, 3204595297, 1044746747, 1028051675, 1038884303, 3181523823, 1053987951, 3208851293, 1048091631, 3175664595, 3199058333, 1046765467, 1047152644, 3132721214, 1027390227, 1020594913, 1023993474, 1036006514, 1003486661, 1033501319, 1057000836, 1045010670, 3202181306, 3204361039, 1012405018, 1039972447, 1020525238, 1011449498, 3198561051, 3190555956, 1038416189, 1012645660, 1041006684, 1051585894, 3196482057, 1027687935, 3189429817, 3198456181, 1034179808, 3175189524, 1066712187, 3167297713, 1037838140, 3207083365, 3193066449, 3191065490, 3160480474, 3175287025, 3197294724, 3181536976, 1030984290, 3197690207, 1065557364, 3176699812, 3188306764, 974658821, 1069616945, 3197462099, 3187951835, 3193562421, 3207012232, 3164682615, 1026676923, 3162627657, 3195373214, 1043916677, 3171650991, 1033710378, 1057279090, 1042833552, 1036622085, 3202449770, 1027089035, 3203945783, 3185643255, 3187324419, 1001411919, 1049366133, 1039771495, 3182319088, 3196717245, 1058454396, 3198040003, 3193598149, 1001472918, 3189519384, 3174589457, 1060601666, 3206286893, 1037043358, 1023962472, 1051675975, 990666335, 3205446455, 1043592596, 1034553435, 1006888297, 3189158093, 3205547975, 3166894479, 1051385068, 1051523885, 3174413478, 1029360965, 3171948541, 3181232623, 1072799671, 1051321016, 3197677028, 3174359169, 3189559330, 3205164136, 3210574344, 3187136167, 3188917861, 3178358027, 998600774, 3169567885, 1044430452, 3186431231, 3198443740, 1041196399, 3197583947, 1059241456, 3189589486, 3162608336, 3177920771, 3207910870, 1053588916, 1051402449, 3157423681, 3197307545, 3181278585, 1040957992, 1049458658, 1039834626, 3192820185, 1054916769, 3173994439, 1035865319, 3181439470, 1000135711, 3207000213, 1048881266, 1033105047, 3195642714, 1014623991, 1044427373, 3188307168, 3191042247, 1038835435, 3183201806, 1035571030, 1031755925, 1042775702, 1036835205, 3198900809, 3196283058, 3160420118, 1042207896, 1031814929, 3203755611, 3160979540, 3187994098, 1063484919, 3196832788, 1026387336, 3204475880, 1059151682, 3161055093, 3161286021, 3189650868, 1049661684, 1007076517, 3155715155, 3190093581, 1011119870, 1043739701, 3194678075, 1035399959, 3186300996, 1060629143, 3208550447, 1034813874, 1042681208, 1032510549, 1023325813, 1027469633, 3181163582, 995798886, 997114931, 1041986985, 1042589846, 1043155089, 3170940111, 1034352299, 990089903, 1038294676, 3196000291, 3190660314, 3194460612, 3198805903, 1058615512, 1032417844, 1039592663, 1031599090, 3171898131, 1034343195, 1048559020, 1021906128, 1051619931, 3173818840, 1037033792, 1047409427, 3166939431 ], "trials": [ { "trial": 1, "graph_replays": 64, "invocations_per_graph": 1, "invocations": 64, "idle_before": { "start": { "energy_mj": 838565288, "time_s": 49.2674562215, "query_latency_s": 0.0099560270000012 }, "end": { "energy_mj": 838746048, "time_s": 52.274531361, "query_latency_s": 0.00333367999999723 }, "duration_s": 3.007075139500003, "energy_j": 180.76, "average_power_w": 60.111567424968165, "settle_seconds_before_measurement": 3.0 }, "idle_after": { "start": { "energy_mj": 839682360, "time_s": 63.918558006, "query_latency_s": 0.019114424000001407 }, "end": { "energy_mj": 839863404, "time_s": 66.9306904085, "query_latency_s": 0.0035218710000037845 }, "duration_s": 3.0121324025000007, "energy_j": 181.044, "average_power_w": 60.10492760867273, "settle_seconds_before_measurement": 3.0 }, "active": { "start": { "energy_mj": 838746048, "time_s": 52.3267983365, "query_latency_s": 0.0052598649999993086 }, "end": { "energy_mj": 839472938, "time_s": 60.905651033, "query_latency_s": 0.003033162000001255 }, "duration_s": 8.5788526965, "energy_j": 726.89, "average_power_w": 84.73044423487497 }, "telemetry_before": { "temperature_c": 39, "power_w": 59.913, "graphics_clock_mhz": 1095, "memory_clock_mhz": 1215, "throttle_reasons_mask": 0 }, "telemetry_after": { "temperature_c": 40, "power_w": 84.833, "graphics_clock_mhz": 1410, "memory_clock_mhz": 1215, "throttle_reasons_mask": 0 }, "paired_idle_power_w": 60.10824751682045, "idle_adjusted_energy_j": 211.2301987084354, "idle_adjusted_j_per_invocation": 3.3004718548193033, "unadjusted_j_per_invocation": 11.35765625, "before_only_adjusted_j_per_invocation": 3.3000268391479732, "after_only_adjusted_j_per_invocation": 3.300916870490635, "cuda_event_duration_s": 8.5744169921875, "cuda_event_us_per_invocation": 133975.2655029297, "wall_duration_s": 8.574680573999999, "wall_us_per_invocation": 133979.38396875 }, { "trial": 2, "graph_replays": 64, "invocations_per_graph": 1, "invocations": 64, "idle_before": { "start": { "energy_mj": 840038360, "time_s": 69.9353497755, "query_latency_s": 0.002928749000005837 }, "end": { "energy_mj": 840219219, "time_s": 72.940222436, "query_latency_s": 0.00642912200000012 }, "duration_s": 3.0048726604999985, "energy_j": 180.859, "average_power_w": 60.188573837902936, "settle_seconds_before_measurement": 3.0 }, "idle_after": { "start": { "energy_mj": 841157538, "time_s": 84.546072375, "query_latency_s": 0.004109262000000058 }, "end": { "energy_mj": 841339136, "time_s": 87.5510317255, "query_latency_s": 0.004195881000001123 }, "duration_s": 3.004959350500002, "energy_j": 181.598, "average_power_w": 60.43276424680538, "settle_seconds_before_measurement": 3.0 }, "active": { "start": { "energy_mj": 840219219, "time_s": 72.94613960250001, "query_latency_s": 0.003482532999996124 }, "end": { "energy_mj": 840946259, "time_s": 81.539275594, "query_latency_s": 0.004527797999998029 }, "duration_s": 8.593135991499992, "energy_j": 727.04, "average_power_w": 84.60706320942211 }, "telemetry_before": { "temperature_c": 39, "power_w": 60.127, "graphics_clock_mhz": 1095, "memory_clock_mhz": 1215, "throttle_reasons_mask": 0 }, "telemetry_after": { "temperature_c": 41, "power_w": 85.013, "graphics_clock_mhz": 1410, "memory_clock_mhz": 1215, "throttle_reasons_mask": 0 }, "paired_idle_power_w": 60.31066904235416, "idle_adjusted_energy_j": 208.7822191807021, "idle_adjusted_j_per_invocation": 3.2622221746984703, "unadjusted_j_per_invocation": 11.36, "before_only_adjusted_j_per_invocation": 3.27861562306971, "after_only_adjusted_j_per_invocation": 3.2458287263272307, "cuda_event_duration_s": 8.5888701171875, "cuda_event_us_per_invocation": 134201.0955810547, "wall_duration_s": 8.589114330000001, "wall_us_per_invocation": 134204.91140625003 }, { "trial": 3, "graph_replays": 64, "invocations_per_graph": 1, "invocations": 64, "idle_before": { "start": { "energy_mj": 841520706, "time_s": 90.5571315215, "query_latency_s": 0.004344654999997033 }, "end": { "energy_mj": 841695918, "time_s": 93.5615714255, "query_latency_s": 0.003718794999997499 }, "duration_s": 3.0044399040000087, "energy_j": 175.212, "average_power_w": 58.317691682475896, "settle_seconds_before_measurement": 3.0 }, "idle_after": { "start": { "energy_mj": 842632751, "time_s": 105.179145796, "query_latency_s": 0.0037923419999970065 }, "end": { "energy_mj": 842814049, "time_s": 108.18587556099999, "query_latency_s": 0.0075126640000036105 }, "duration_s": 3.0067297649999887, "energy_j": 181.298, "average_power_w": 60.29740421317866, "settle_seconds_before_measurement": 3.0 }, "active": { "start": { "energy_mj": 841695918, "time_s": 93.56633526249999, "query_latency_s": 0.004468170999999188 }, "end": { "energy_mj": 842422706, "time_s": 102.173971499, "query_latency_s": 0.003702566000001184 }, "duration_s": 8.607636236500014, "energy_j": 726.788, "average_power_w": 84.43525958010538 }, "telemetry_before": { "temperature_c": 39, "power_w": 60.127, "graphics_clock_mhz": 1095, "memory_clock_mhz": 1215, "throttle_reasons_mask": 0 }, "telemetry_after": { "temperature_c": 41, "power_w": 85.102, "graphics_clock_mhz": 1410, "memory_clock_mhz": 1215, "throttle_reasons_mask": 0 }, "paired_idle_power_w": 59.307547947827274, "idle_adjusted_energy_j": 216.29020118631996, "idle_adjusted_j_per_invocation": 3.3795343935362494, "unadjusted_j_per_invocation": 11.3560625, "before_only_adjusted_j_per_invocation": 3.5126644350763288, "after_only_adjusted_j_per_invocation": 3.246404351996169, "cuda_event_duration_s": 8.6029697265625, "cuda_event_us_per_invocation": 134421.40197753906, "wall_duration_s": 8.603488181000003, "wall_us_per_invocation": 134429.50282812506 } ], "summary": { "cuda_event_us_per_invocation": { "mean": 134199.25435384116, "median": 134201.0955810547, "min": 133975.2655029297, "max": 134421.40197753906, "sample_stddev": 223.0739363584623 }, "wall_us_per_invocation": { "mean": 134204.5994010417, "median": 134204.91140625003, "min": 133979.38396875, "max": 134429.50282812506, "sample_stddev": 225.05959189005054 }, "idle_adjusted_j_per_invocation": { "mean": 3.3140761410180075, "median": 3.3004718548193033, "min": 3.2622221746984703, "max": 3.3795343935362494, "sample_stddev": 0.059827640972989544 }, "unadjusted_j_per_invocation": { "mean": 11.35790625, "median": 11.35765625, "min": 11.3560625, "max": 11.36, "sample_stddev": 0.001980618984685987 } }, "predictions": [ 4, 0, 3, 2, 4, 0, 4, 4, 0, 8, 5, 5, 9, 1, 2, 3, 1, 6, 6, 9, 2, 7, 2, 7, 4, 6, 7, 4, 2, 2, 3, 2, 9, 8, 4, 4, 6, 1, 3, 1, 2, 3, 5, 5, 7, 3, 1, 9, 6, 6, 6, 2, 4, 9, 5, 8, 7, 7, 0, 6, 5, 8, 8, 8, 7, 8, 3, 4, 0, 2, 6, 0, 8, 1, 6, 8, 1, 2, 4, 4, 2, 2, 8, 0, 3, 3, 0, 7, 7, 6, 2, 8, 4, 7, 2, 4, 9, 0, 6, 1, 2, 2, 6, 5, 3, 6, 6, 4, 1, 3, 2, 8, 8, 6, 0, 7, 3, 8, 0, 3, 6, 0, 3, 4, 2, 9, 6, 1, 0, 4, 8, 4, 2, 1, 5, 3, 2, 6, 1, 3, 2, 7, 5, 4, 6, 3, 4, 3, 7, 1, 2, 2, 3, 9, 9, 1, 4, 7, 6, 2, 4, 8, 5, 6, 1, 4, 3, 9, 8, 9, 4, 1, 1, 6, 7, 0, 2, 0, 6, 5, 4, 8, 2, 4, 1, 6, 0, 0, 4, 4, 4, 3, 1, 7, 8, 6, 3, 3, 1, 8, 8, 3, 2, 9, 3, 8, 1, 0, 8, 9, 3, 9, 3, 9, 9, 4, 1, 4, 1, 6, 9, 4, 9, 1, 2, 9, 7, 1, 2, 2, 2, 8, 9, 9, 3, 9, 1, 7, 1, 8, 1, 9, 6, 0, 5, 9, 0, 7, 3, 7, 4, 4, 8, 4, 8, 8, 5, 8, 4, 6, 6, 2, 0, 4, 2, 0, 8, 9, 2, 5, 6, 4, 3, 5, 4, 8, 0, 4, 8, 7, 9, 0, 7, 5, 8, 0, 9, 9, 5, 4, 7, 0, 1, 0, 8, 7, 1, 9, 5, 9, 2, 8, 2, 5, 9, 2, 7, 7, 8, 1, 0, 0, 8, 3, 5, 9, 0, 8, 7, 0, 3, 4, 6, 5, 4, 3, 4, 1, 1, 9, 9, 9, 1, 2, 9, 6, 1, 7, 7, 1, 0, 2, 8, 0, 5, 6, 0, 6, 0, 1, 6, 0, 6, 1, 4, 9, 2, 8, 2, 0, 4, 3, 7, 7, 8, 1, 2, 5, 9, 2, 4, 1, 8, 8, 9, 0, 9, 0, 1, 8, 8, 2, 3, 4, 5, 6, 1, 1, 7, 4, 9, 4, 2, 8, 7, 9, 9, 0, 2, 8, 9, 5, 2, 3, 0, 8, 6, 3, 4, 1, 2, 1, 7, 3, 3, 7, 7, 8, 0, 3, 8, 0, 3, 9, 0, 9, 0, 0, 2, 4, 0, 3, 9, 0, 2, 2, 0, 8, 9, 7, 8, 1, 9, 3, 2, 1, 0, 5, 0, 7, 3, 1, 7, 0, 6, 9, 1, 9, 7, 6, 3, 1, 0, 8, 7, 8, 7, 9, 3, 4, 7, 8, 7, 8, 8, 3, 7, 1, 2, 2, 0, 8, 3, 3, 8, 2, 4, 4, 3, 6, 4, 5, 4, 9, 2, 8, 8, 1, 8, 6, 2, 8, 6, 9, 3, 8, 1, 8, 4, 6, 1, 0, 8, 1, 5, 8, 6, 1, 1, 6, 2, 9, 6, 2, 4, 1, 7, 3, 9, 7, 6, 3, 9, 3, 3, 2, 9, 3, 3, 4, 7, 2, 1, 1, 9, 3, 3, 6, 6, 6, 8, 5, 0, 1, 9, 3, 1, 4, 4, 8, 7, 8, 6, 0, 1, 6, 9, 9, 8, 2, 1, 1, 7, 3, 1, 9, 3, 0, 0, 0, 5, 9, 7, 9, 2, 8, 3, 3, 3, 3, 1, 7, 4, 8, 3, 8, 2, 9, 2, 9, 2, 5, 7, 4, 7, 0, 0, 6, 2, 9, 8, 1, 9, 3, 7, 9, 6, 1, 5, 9, 2, 7, 2, 8, 8, 0, 9, 3, 7, 0, 9, 3, 9, 1, 6, 9, 6, 1, 4, 0, 9, 1, 8, 4, 0, 7, 8, 2, 9, 6, 7, 2, 2, 9, 9, 8, 9, 6, 8, 2, 0, 8, 6, 3, 6, 0, 9, 7, 4, 5, 4, 4, 1, 1, 4, 9, 0, 1, 4, 5, 2, 0, 4, 3, 6, 5, 0, 1, 1, 9, 8, 5, 0, 2, 4, 9, 3, 9, 4, 7, 8, 7, 1, 4, 7, 8, 1, 6, 9, 4, 3, 4, 3, 9, 0, 2, 1, 7, 8, 5, 9, 1, 9, 0, 2, 8, 3, 1, 7, 9, 3, 1, 3, 0, 3, 4, 3, 5, 9, 4, 8, 2, 8, 7, 0, 8, 4, 5, 9, 1, 6, 0, 6, 8, 8, 2, 8, 2, 4, 9, 4, 5, 8, 9, 1, 2, 7, 9, 4, 8, 2, 4, 1, 9, 2, 6, 1, 9, 2, 6, 1, 0, 1, 7, 1, 9, 4, 5, 4, 7, 2, 2, 4, 0, 0, 4, 8, 6, 5, 7, 3, 4, 1, 3, 6, 1, 8, 6, 0, 8, 4, 1, 8, 2, 1, 6, 5, 4, 9, 4, 4, 7, 1, 6, 1, 9, 9, 5, 2, 0, 1, 3, 0, 8, 1, 8, 1, 9, 8, 7, 0, 9, 4, 8, 8, 1, 2, 8, 9, 1, 8, 4, 4, 0, 2, 3, 1, 4, 4, 6, 8, 5, 7, 2, 9, 5, 4, 0, 1, 0, 3, 2, 4, 8, 1, 2, 4, 6, 5, 3, 4, 8, 8, 9, 3, 4, 9, 4, 9, 0, 6, 5, 0, 5, 0, 5, 1, 5, 8, 3, 2, 9, 1, 4, 8, 3, 8, 8, 9, 1, 7, 3, 8, 0, 8, 1, 8, 6, 9, 5, 8, 7, 6, 3, 1, 7, 8, 1, 1, 1, 8, 7, 8, 0, 1, 4, 3, 8, 3, 8, 4, 7, 7, 4, 8, 8, 1, 8, 9, 0, 4, 8, 7, 3, 1, 1, 2, 1, 7, 0, 1, 0, 1, 1, 3, 2, 2, 1, 1, 7, 9, 2, 9, 0, 8, 2, 4, 5, 0, 0, 7, 6, 3, 8, 8, 3, 2, 9, 9, 4, 8, 8, 4, 1, 6, 4, 7, 1, 4, 1 ], "prediction_sha256_int64_le": "a3527e4a29c7f5130eff3291a52d31ac34e71faffe24098a40d4dc5715fd1b37" }