{ "mode": "shadow", "generated_at": "2026-10-01T14:00:09.294Z", "experiment_path": "/tmp/prototype-shadow-s141js-jessica.json", "database": "/home/nvme/dockerdata/prove/s141js/api_v1/database.sqlite", "person": { "id": "77456100-d7b2-4c36-b3d6-09f8c1c9d7e7", "user": "Fabio", "name": "Jessica" }, "backend": "opencl", "device_name": "ARM / Mali-G610 r0p0", "elapsed_ms": 1.140988, "query_count": 21, "prototype_count": 5, "threshold": 0.5, "tolerance": 0.00001, "top1_matches": 21, "decision_matches": 21, "best_score_matches": 21, "top3_mean_matches": 21, "maximum_score_error": 1.7869088742017425e-7, "maximum_top3_mean_error": 1.3911677043676463e-7, "mismatch_count": 0, "mismatches": [], "comparisons": [ { "query_index": 0, "face_id": "face:4025ea19107cf40d092576e4aaa122bdfb027dc90592a50dd6fa8131838dae69:0", "photo_name": "IMG_0153.JPG", "is_prototype": false, "excluded_index": null, "python_best_prototype_face_id": "face:ebaf024e4df7764c2c458484d6e6eef1ced76611dd70b84f82af46337ba13839:0", "native_best_prototype_face_id": "face:ebaf024e4df7764c2c458484d6e6eef1ced76611dd70b84f82af46337ba13839:0", "native_best_prototype_index": 1, "python_best_similarity": 0.8124435544013977, "native_best_similarity": 0.812443495, "absolute_score_error": 5.940139768956243e-8, "python_top3_mean": 0.7888006965319315, "native_top3_mean": 0.788800637, "absolute_top3_mean_error": 5.953193149554892e-8, "python_recognized": true, "native_recognized": true, "prototype_match": true, "decision_match": true, "score_match": true, "top3_mean_match": true }, { "query_index": 1, "face_id": "face:ddab26bedbe3287cb210d46a2397336f879655c99224f90f8da1646ee111fee8:0", "photo_name": "IMG_0167.JPG", "is_prototype": false, "excluded_index": null, "python_best_prototype_face_id": "face:c782108a839231c6dda63924f0b855747f98a4f56d8e93390f70877d4a452db6:0", "native_best_prototype_face_id": "face:c782108a839231c6dda63924f0b855747f98a4f56d8e93390f70877d4a452db6:0", "native_best_prototype_index": 3, "python_best_similarity": 0.8365657329559326, "native_best_similarity": 0.836565614, "absolute_score_error": 1.189559326597589e-7, "python_top3_mean": 0.8244038422902426, "native_top3_mean": 0.8244037826666667, "absolute_top3_mean_error": 5.962357585431732e-8, "python_recognized": true, "native_recognized": true, "prototype_match": true, "decision_match": true, "score_match": true, "top3_mean_match": true }, { "query_index": 2, "face_id": "face:0bd35f8c46fa2ec4979d977d13bab6b8e0dc18365a0f25a7d87d81c5336c0378:0", "photo_name": "IMG_0182.JPG", "is_prototype": false, "excluded_index": null, "python_best_prototype_face_id": "face:c782108a839231c6dda63924f0b855747f98a4f56d8e93390f70877d4a452db6:0", "native_best_prototype_face_id": "face:c782108a839231c6dda63924f0b855747f98a4f56d8e93390f70877d4a452db6:0", "native_best_prototype_index": 3, "python_best_similarity": 0.7688858509063721, "native_best_similarity": 0.768885851, "absolute_score_error": 9.362788322420101e-11, "python_top3_mean": 0.7423757712046305, "native_top3_mean": 0.7423757513333333, "absolute_top3_mean_error": 1.9871297163298607e-8, "python_recognized": true, "native_recognized": true, "prototype_match": true, "decision_match": true, "score_match": true, "top3_mean_match": true }, { "query_index": 3, "face_id": "face:4065f86b9af59235a5727abaaccb54a9a91fa585b464da2c592db5ed300d8836:0", "photo_name": "IMG_0183.JPG", "is_prototype": false, "excluded_index": null, "python_best_prototype_face_id": "face:c782108a839231c6dda63924f0b855747f98a4f56d8e93390f70877d4a452db6:0", "native_best_prototype_face_id": "face:c782108a839231c6dda63924f0b855747f98a4f56d8e93390f70877d4a452db6:0", "native_best_prototype_index": 3, "python_best_similarity": 0.4664280414581299, "native_best_similarity": 0.466428041, "absolute_score_error": 4.581298673755896e-10, "python_top3_mean": 0.43410436312357586, "native_top3_mean": 0.43410436300000005, "absolute_top3_mean_error": 1.2357581624655722e-10, "python_recognized": false, "native_recognized": false, "prototype_match": true, "decision_match": true, "score_match": true, "top3_mean_match": true }, { "query_index": 4, "face_id": "face:77b822134129d751070d73441dda90996dab21186c50be2ce79064e22bba94bd:0", "photo_name": "IMG_0203.JPG", "is_prototype": false, "excluded_index": null, "python_best_prototype_face_id": "face:c782108a839231c6dda63924f0b855747f98a4f56d8e93390f70877d4a452db6:0", "native_best_prototype_face_id": "face:c782108a839231c6dda63924f0b855747f98a4f56d8e93390f70877d4a452db6:0", "native_best_prototype_index": 3, "python_best_similarity": 0.7491501569747925, "native_best_similarity": 0.749150157, "absolute_score_error": 2.5207502751811717e-11, "python_top3_mean": 0.7460532784461975, "native_top3_mean": 0.746053199, "absolute_top3_mean_error": 7.944619750954729e-8, "python_recognized": true, "native_recognized": true, "prototype_match": true, "decision_match": true, "score_match": true, "top3_mean_match": true }, { "query_index": 5, "face_id": "face:3041f044b86b8888937659a1c691db34f0c8b52b6dec6a7db023c18e9cd24722:0", "photo_name": "IMG_0209.JPG", "is_prototype": false, "excluded_index": null, "python_best_prototype_face_id": "face:ebaf024e4df7764c2c458484d6e6eef1ced76611dd70b84f82af46337ba13839:0", "native_best_prototype_face_id": "face:ebaf024e4df7764c2c458484d6e6eef1ced76611dd70b84f82af46337ba13839:0", "native_best_prototype_index": 1, "python_best_similarity": 0.8415970206260681, "native_best_similarity": 0.841596961, "absolute_score_error": 5.9626068082963e-8, "python_top3_mean": 0.8051130771636963, "native_top3_mean": 0.8051129976666668, "absolute_top3_mean_error": 7.949702951481896e-8, "python_recognized": true, "native_recognized": true, "prototype_match": true, "decision_match": true, "score_match": true, "top3_mean_match": true }, { "query_index": 6, "face_id": "face:2454c04dd9067d2b5288dcca99c5c3eac85660779a97d6165a08ca7c37481070:0", "photo_name": "IMG_0214.JPG", "is_prototype": false, "excluded_index": null, "python_best_prototype_face_id": "face:5d03b5d0866a5cce0b6a12b78173c1f77eef5b1e5bfc5a4fd8e2cfd1c53a2b8e:0", "native_best_prototype_face_id": "face:5d03b5d0866a5cce0b6a12b78173c1f77eef5b1e5bfc5a4fd8e2cfd1c53a2b8e:0", "native_best_prototype_index": 4, "python_best_similarity": 0.7126291394233704, "native_best_similarity": 0.712629139, "absolute_score_error": 4.233703387868104e-10, "python_top3_mean": 0.6665714184443156, "native_top3_mean": 0.6665713586666667, "absolute_top3_mean_error": 5.977764883091652e-8, "python_recognized": true, "native_recognized": true, "prototype_match": true, "decision_match": true, "score_match": true, "top3_mean_match": true }, { "query_index": 7, "face_id": "face:a99f57f0bea2cb9b6caf3d0e60c3719e379d3d5bc2bbe37d1044c764214dd0b9:0", "photo_name": "IMG_0216.JPG", "is_prototype": false, "excluded_index": null, "python_best_prototype_face_id": "face:c584bb41bc73b6b452c6964622ea7e4ccfddc741ed6e1d3757ed6015b59cf65f:0", "native_best_prototype_face_id": "face:c584bb41bc73b6b452c6964622ea7e4ccfddc741ed6e1d3757ed6015b59cf65f:0", "native_best_prototype_index": 2, "python_best_similarity": 0.7094748616218567, "native_best_similarity": 0.709474802, "absolute_score_error": 5.962185667396369e-8, "python_top3_mean": 0.6989921728769938, "native_top3_mean": 0.698992133, "absolute_top3_mean_error": 3.9876993818133144e-8, "python_recognized": true, "native_recognized": true, "prototype_match": true, "decision_match": true, "score_match": true, "top3_mean_match": true }, { "query_index": 8, "face_id": "face:915492fbf9fc1769985e4f5684d42728b5ee63092b148b887c6d07d1fb66fe8f:0", "photo_name": "IMG_0217.JPG", "is_prototype": false, "excluded_index": null, "python_best_prototype_face_id": "face:c584bb41bc73b6b452c6964622ea7e4ccfddc741ed6e1d3757ed6015b59cf65f:0", "native_best_prototype_face_id": "face:c584bb41bc73b6b452c6964622ea7e4ccfddc741ed6e1d3757ed6015b59cf65f:0", "native_best_prototype_index": 2, "python_best_similarity": 0.8368068933486938, "native_best_similarity": 0.836806774, "absolute_score_error": 1.193486938166899e-7, "python_top3_mean": 0.8191494544347128, "native_top3_mean": 0.8191494543333334, "absolute_top3_mean_error": 1.013793493598314e-10, "python_recognized": true, "native_recognized": true, "prototype_match": true, "decision_match": true, "score_match": true, "top3_mean_match": true }, { "query_index": 9, "face_id": "face:1a4313d5086018efcd689dbca06040d99a75f7b331798b0fa2ced0d25dea95b7:0", "photo_name": "IMG_0232.JPG", "is_prototype": false, "excluded_index": null, "python_best_prototype_face_id": "face:5d03b5d0866a5cce0b6a12b78173c1f77eef5b1e5bfc5a4fd8e2cfd1c53a2b8e:0", "native_best_prototype_face_id": "face:5d03b5d0866a5cce0b6a12b78173c1f77eef5b1e5bfc5a4fd8e2cfd1c53a2b8e:0", "native_best_prototype_index": 4, "python_best_similarity": 0.6206879019737244, "native_best_similarity": 0.620687962, "absolute_score_error": 6.002627561674245e-8, "python_top3_mean": 0.6054657300313314, "native_top3_mean": 0.6054657103333333, "absolute_top3_mean_error": 1.969799812151507e-8, "python_recognized": true, "native_recognized": true, "prototype_match": true, "decision_match": true, "score_match": true, "top3_mean_match": true }, { "query_index": 10, "face_id": "face:e9549aa2bb21ad70ff35ad1626cf15f6cb62a321e25e3e7ab832bd9e7430e186:0", "photo_name": "IMG_0245.JPG", "is_prototype": false, "excluded_index": null, "python_best_prototype_face_id": "face:c782108a839231c6dda63924f0b855747f98a4f56d8e93390f70877d4a452db6:0", "native_best_prototype_face_id": "face:c782108a839231c6dda63924f0b855747f98a4f56d8e93390f70877d4a452db6:0", "native_best_prototype_index": 3, "python_best_similarity": 0.7093561887741089, "native_best_similarity": 0.709356189, "absolute_score_error": 2.2589108361614763e-10, "python_top3_mean": 0.6953352689743042, "native_top3_mean": 0.6953352293333334, "absolute_top3_mean_error": 3.964097083919427e-8, "python_recognized": true, "native_recognized": true, "prototype_match": true, "decision_match": true, "score_match": true, "top3_mean_match": true }, { "query_index": 11, "face_id": "face:10ca45bc5aab42b5ba08da7d6a15d7f942478ca5e052f89054097c93d3dd6134:0", "photo_name": "IMG_0135.JPG", "is_prototype": false, "excluded_index": null, "python_best_prototype_face_id": "face:5d03b5d0866a5cce0b6a12b78173c1f77eef5b1e5bfc5a4fd8e2cfd1c53a2b8e:0", "native_best_prototype_face_id": "face:5d03b5d0866a5cce0b6a12b78173c1f77eef5b1e5bfc5a4fd8e2cfd1c53a2b8e:0", "native_best_prototype_index": 4, "python_best_similarity": 0.8311539888381958, "native_best_similarity": 0.831153989, "absolute_score_error": 1.618042366757777e-10, "python_top3_mean": 0.8206387360890707, "native_top3_mean": 0.8206387359999999, "absolute_top3_mean_error": 8.907075077502213e-11, "python_recognized": true, "native_recognized": true, "prototype_match": true, "decision_match": true, "score_match": true, "top3_mean_match": true }, { "query_index": 12, "face_id": "face:f56db1595a3b822e1e5cc119c101904285dca3f3f1b8edbf0bfa42999583cc2f:0", "photo_name": "IMG_0145.JPG", "is_prototype": true, "excluded_index": 0, "python_best_prototype_face_id": "face:5d03b5d0866a5cce0b6a12b78173c1f77eef5b1e5bfc5a4fd8e2cfd1c53a2b8e:0", "native_best_prototype_face_id": "face:5d03b5d0866a5cce0b6a12b78173c1f77eef5b1e5bfc5a4fd8e2cfd1c53a2b8e:0", "native_best_prototype_index": 4, "python_best_similarity": 0.9133110642433167, "native_best_similarity": 0.913311064, "absolute_score_error": 2.4331670012145423e-10, "python_top3_mean": 0.8346241315205892, "native_top3_mean": 0.8346240516666666, "absolute_top3_mean_error": 7.985392258547108e-8, "python_recognized": true, "native_recognized": true, "prototype_match": true, "decision_match": true, "score_match": true, "top3_mean_match": true }, { "query_index": 13, "face_id": "face:5d03b5d0866a5cce0b6a12b78173c1f77eef5b1e5bfc5a4fd8e2cfd1c53a2b8e:0", "photo_name": "IMG_0146.JPG", "is_prototype": true, "excluded_index": 4, "python_best_prototype_face_id": "face:f56db1595a3b822e1e5cc119c101904285dca3f3f1b8edbf0bfa42999583cc2f:0", "native_best_prototype_face_id": "face:f56db1595a3b822e1e5cc119c101904285dca3f3f1b8edbf0bfa42999583cc2f:0", "native_best_prototype_index": 0, "python_best_similarity": 0.9133110642433167, "native_best_similarity": 0.913311064, "absolute_score_error": 2.4331670012145423e-10, "python_top3_mean": 0.8393413027127584, "native_top3_mean": 0.8393412429999999, "absolute_top3_mean_error": 5.971275851557323e-8, "python_recognized": true, "native_recognized": true, "prototype_match": true, "decision_match": true, "score_match": true, "top3_mean_match": true }, { "query_index": 14, "face_id": "face:dd715de9995fd11a23fee1df7c1561ea45bd215e765e9e93b2efc3f2ca59c39c:0", "photo_name": "IMG_0147.JPG", "is_prototype": false, "excluded_index": null, "python_best_prototype_face_id": "face:f56db1595a3b822e1e5cc119c101904285dca3f3f1b8edbf0bfa42999583cc2f:0", "native_best_prototype_face_id": "face:f56db1595a3b822e1e5cc119c101904285dca3f3f1b8edbf0bfa42999583cc2f:0", "native_best_prototype_index": 0, "python_best_similarity": 0.8798930644989014, "native_best_similarity": 0.879893005, "absolute_score_error": 5.94989013613656e-8, "python_top3_mean": 0.8624454736709595, "native_top3_mean": 0.8624454340000001, "absolute_top3_mean_error": 3.9670959406379325e-8, "python_recognized": true, "native_recognized": true, "prototype_match": true, "decision_match": true, "score_match": true, "top3_mean_match": true }, { "query_index": 15, "face_id": "face:ebaf024e4df7764c2c458484d6e6eef1ced76611dd70b84f82af46337ba13839:0", "photo_name": "IMG_0141.JPG", "is_prototype": true, "excluded_index": 1, "python_best_prototype_face_id": "face:c782108a839231c6dda63924f0b855747f98a4f56d8e93390f70877d4a452db6:0", "native_best_prototype_face_id": "face:c782108a839231c6dda63924f0b855747f98a4f56d8e93390f70877d4a452db6:0", "native_best_prototype_index": 3, "python_best_similarity": 0.8591138124465942, "native_best_similarity": 0.859113693, "absolute_score_error": 1.1944659428220206e-7, "python_top3_mean": 0.8155554135640463, "native_top3_mean": 0.8155553536666668, "absolute_top3_mean_error": 5.989737950073959e-8, "python_recognized": true, "native_recognized": true, "prototype_match": true, "decision_match": true, "score_match": true, "top3_mean_match": true }, { "query_index": 16, "face_id": "face:c782108a839231c6dda63924f0b855747f98a4f56d8e93390f70877d4a452db6:0", "photo_name": "IMG_0143.JPG", "is_prototype": true, "excluded_index": 3, "python_best_prototype_face_id": "face:ebaf024e4df7764c2c458484d6e6eef1ced76611dd70b84f82af46337ba13839:0", "native_best_prototype_face_id": "face:ebaf024e4df7764c2c458484d6e6eef1ced76611dd70b84f82af46337ba13839:0", "native_best_prototype_index": 1, "python_best_similarity": 0.8591138124465942, "native_best_similarity": 0.859113693, "absolute_score_error": 1.1944659428220206e-7, "python_top3_mean": 0.8178731203079224, "native_top3_mean": 0.817873021, "absolute_top3_mean_error": 9.930792232992758e-8, "python_recognized": true, "native_recognized": true, "prototype_match": true, "decision_match": true, "score_match": true, "top3_mean_match": true }, { "query_index": 17, "face_id": "face:8e1a2d2abbd36803ec8670f56869ae723c4c8c8fcd5e634ada9f988c942df1b8:0", "photo_name": "IMG_0148.JPG", "is_prototype": false, "excluded_index": null, "python_best_prototype_face_id": "face:ebaf024e4df7764c2c458484d6e6eef1ced76611dd70b84f82af46337ba13839:0", "native_best_prototype_face_id": "face:ebaf024e4df7764c2c458484d6e6eef1ced76611dd70b84f82af46337ba13839:0", "native_best_prototype_index": 1, "python_best_similarity": 0.8570680022239685, "native_best_similarity": 0.857068062, "absolute_score_error": 5.977603145801424e-8, "python_top3_mean": 0.8127076427141825, "native_top3_mean": 0.8127076033333333, "absolute_top3_mean_error": 3.9380849248260574e-8, "python_recognized": true, "native_recognized": true, "prototype_match": true, "decision_match": true, "score_match": true, "top3_mean_match": true }, { "query_index": 18, "face_id": "face:e30a1427708cfc8d63a66d369781b15ac6a07b43e13550b1a7625003914503ed:0", "photo_name": "IMG_0190.JPG", "is_prototype": false, "excluded_index": null, "python_best_prototype_face_id": "face:c584bb41bc73b6b452c6964622ea7e4ccfddc741ed6e1d3757ed6015b59cf65f:0", "native_best_prototype_face_id": "face:c584bb41bc73b6b452c6964622ea7e4ccfddc741ed6e1d3757ed6015b59cf65f:0", "native_best_prototype_index": 2, "python_best_similarity": 0.9300960302352905, "native_best_similarity": 0.930095911, "absolute_score_error": 1.1923529052992876e-7, "python_top3_mean": 0.857469399770101, "native_top3_mean": 0.8574693996666666, "absolute_top3_mean_error": 1.0343437217841256e-10, "python_recognized": true, "native_recognized": true, "prototype_match": true, "decision_match": true, "score_match": true, "top3_mean_match": true }, { "query_index": 19, "face_id": "face:c584bb41bc73b6b452c6964622ea7e4ccfddc741ed6e1d3757ed6015b59cf65f:0", "photo_name": "IMG_0193.JPG", "is_prototype": true, "excluded_index": 2, "python_best_prototype_face_id": "face:5d03b5d0866a5cce0b6a12b78173c1f77eef5b1e5bfc5a4fd8e2cfd1c53a2b8e:0", "native_best_prototype_face_id": "face:5d03b5d0866a5cce0b6a12b78173c1f77eef5b1e5bfc5a4fd8e2cfd1c53a2b8e:0", "native_best_prototype_index": 4, "python_best_similarity": 0.8390390276908875, "native_best_similarity": 0.839038849, "absolute_score_error": 1.7869088742017425e-7, "python_top3_mean": 0.8347755074501038, "native_top3_mean": 0.8347753683333333, "absolute_top3_mean_error": 1.3911677043676463e-7, "python_recognized": true, "native_recognized": true, "prototype_match": true, "decision_match": true, "score_match": true, "top3_mean_match": true }, { "query_index": 20, "face_id": "face:b1f9d25d6d7217c01a3a67f59176d54ce73b1bb626a687d1447a5354e5cad020:0", "photo_name": "IMG_0244.JPG", "is_prototype": false, "excluded_index": null, "python_best_prototype_face_id": "face:c584bb41bc73b6b452c6964622ea7e4ccfddc741ed6e1d3757ed6015b59cf65f:0", "native_best_prototype_face_id": "face:c584bb41bc73b6b452c6964622ea7e4ccfddc741ed6e1d3757ed6015b59cf65f:0", "native_best_prototype_index": 2, "python_best_similarity": 0.864011287689209, "native_best_similarity": 0.864011288, "absolute_score_error": 3.1079105955456043e-10, "python_top3_mean": 0.8491666714350382, "native_top3_mean": 0.8491666913333334, "absolute_top3_mean_error": 1.9898295233744534e-8, "python_recognized": true, "native_recognized": true, "prototype_match": true, "decision_match": true, "score_match": true, "top3_mean_match": true } ], "prototypes": [ { "index": 0, "face_id": "face:f56db1595a3b822e1e5cc119c101904285dca3f3f1b8edbf0bfa42999583cc2f:0", "face_index": 0, "photo_name": "IMG_0145.JPG", "selection_order": 1, "selection_method": "cluster_medoid" }, { "index": 1, "face_id": "face:ebaf024e4df7764c2c458484d6e6eef1ced76611dd70b84f82af46337ba13839:0", "face_index": 0, "photo_name": "IMG_0141.JPG", "selection_order": 2, "selection_method": "cluster_medoid" }, { "index": 2, "face_id": "face:c584bb41bc73b6b452c6964622ea7e4ccfddc741ed6e1d3757ed6015b59cf65f:0", "face_index": 0, "photo_name": "IMG_0193.JPG", "selection_order": 3, "selection_method": "cluster_medoid" }, { "index": 3, "face_id": "face:c782108a839231c6dda63924f0b855747f98a4f56d8e93390f70877d4a452db6:0", "face_index": 0, "photo_name": "IMG_0143.JPG", "selection_order": 4, "selection_method": "greedy_leave_one_out_gain" }, { "index": 4, "face_id": "face:5d03b5d0866a5cce0b6a12b78173c1f77eef5b1e5bfc5a4fd8e2cfd1c53a2b8e:0", "face_index": 0, "photo_name": "IMG_0146.JPG", "selection_order": 5, "selection_method": "greedy_leave_one_out_gain" } ], "native_stderr": "arm_release_ver: g24p0-00eac0, rk_so_ver: 10\n[face_knn] OpenCL GPU: ARM / Mali-G610 r0p0\n[face_knn] kernel_path=kernels/knn_float4_topk.cl\n[face_knn] build_options=-cl-fast-relaxed-math -D DIM=128 -D TOPK=5 -D QUERY_COUNT=21 -D LANES_PER_QUERY=8\n[face_knn] chunk_size=5\n[face_knn] chunks=1\n", "temporary_directory": null }