| { |
| "package": "laya_multilingual_fp16_L256_options32.mlpackage", |
| "package_files_sha256": { |
| "Data/com.apple.CoreML/model.mlmodel": "e6afbab8c933fc317626764a872bbbede233faeb4591222b0742330d77b829f8", |
| "Data/com.apple.CoreML/weights/weight.bin": "41e287a96c4260faec5c1d2aa37209666279a69541652ea450879e5853881d73", |
| "Manifest.json": "4a04e53c9966399b9b1b38f93ac2688db2ef79a3b24d4866bdb93015c162c13a" |
| }, |
| "source_repo": "convaiinnovations/laya", |
| "source_revision": "1c5edc17a7acd8701df6fc341c0d179f1c62c982", |
| "variant": "multilingual", |
| "length": 256, |
| "max_options": 32, |
| "environment": { |
| "chip": "Apple M5 Pro", |
| "os": "27.0", |
| "python": "3.12.13", |
| "torch": "2.7.0", |
| "coremltools": "9.0" |
| }, |
| "gates": { |
| "argmax_agreement": "100%", |
| "max_probability_error": 0.02, |
| "max_action_probability_error": 0.02, |
| "finite": true, |
| "padding_masked": true |
| }, |
| "cases_sha256": "4de4e34309c421913524209b62bb7c8a0a232928bd228ec12e884347ce65eeed", |
| "runs": { |
| "ALL": { |
| "compute_units": "ALL", |
| "load_seconds": 1.829418750014156, |
| "questions": 16, |
| "argmax_agreements": 16, |
| "max_probability_error": 0.0021350979804992676, |
| "max_action_probability_error": 0.0, |
| "latency_ms": { |
| "p50": 5.186791997402906, |
| "p95": 5.620151464245282, |
| "min": 5.075542023405433, |
| "max": 6.205584038980305 |
| }, |
| "skipped": [], |
| "rows": [ |
| { |
| "case": "tetris_clean", |
| "question": "clean", |
| "type": "noul", |
| "tokens": 80, |
| "options": 2, |
| "argmax_agrees": true, |
| "coreml_argmax": 0, |
| "reference_argmax": 0, |
| "max_probability_error": 0.0001417025923728943, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 1.00006103515625, |
| "median_ms": 5.240916507318616 |
| }, |
| { |
| "case": "tetris_flat", |
| "question": "clean", |
| "type": "noul", |
| "tokens": 84, |
| "options": 2, |
| "argmax_agrees": true, |
| "coreml_argmax": 1, |
| "reference_argmax": 1, |
| "max_probability_error": 0.00014770030975341797, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 0.9998626708984375, |
| "median_ms": 5.267270491458476 |
| }, |
| { |
| "case": "tetris_lane", |
| "question": "lane", |
| "type": "choice", |
| "tokens": 62, |
| "options": 4, |
| "argmax_agrees": true, |
| "coreml_argmax": 1, |
| "reference_argmax": 1, |
| "max_probability_error": 0.0005466341972351074, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 1.0001220703125, |
| "median_ms": 5.622666503768414 |
| }, |
| { |
| "case": "tetris_lane", |
| "question": "risk", |
| "type": "score", |
| "tokens": 64, |
| "options": 3, |
| "argmax_agrees": true, |
| "coreml_argmax": 1, |
| "reference_argmax": 1, |
| "max_probability_error": 0.00014688074588775635, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 1.0, |
| "median_ms": 5.3875620069447905 |
| }, |
| { |
| "case": "form_field", |
| "question": "action", |
| "type": "choice", |
| "tokens": 104, |
| "options": 3, |
| "argmax_agrees": true, |
| "coreml_argmax": 0, |
| "reference_argmax": 0, |
| "max_probability_error": 0.0021350979804992676, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 0.9998779296875, |
| "median_ms": 5.193667020648718 |
| }, |
| { |
| "case": "support_triage", |
| "question": "intent", |
| "type": "choice", |
| "tokens": 62, |
| "options": 4, |
| "argmax_agrees": true, |
| "coreml_argmax": 1, |
| "reference_argmax": 1, |
| "max_probability_error": 5.608797073364258e-05, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 1.0000602006912231, |
| "median_ms": 5.3670419729314744 |
| }, |
| { |
| "case": "support_triage", |
| "question": "frustration", |
| "type": "score", |
| "tokens": 69, |
| "options": 3, |
| "argmax_agrees": true, |
| "coreml_argmax": 1, |
| "reference_argmax": 1, |
| "max_probability_error": 0.0008405148983001709, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 1.00006103515625, |
| "median_ms": 5.145104514667764 |
| }, |
| { |
| "case": "support_triage", |
| "question": "churn", |
| "type": "noul", |
| "tokens": 71, |
| "options": 2, |
| "argmax_agrees": true, |
| "coreml_argmax": 0, |
| "reference_argmax": 0, |
| "max_probability_error": 3.820657730102539e-05, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 0.9999732971191406, |
| "median_ms": 5.1331460126675665 |
| }, |
| { |
| "case": "zh", |
| "question": "intent", |
| "type": "choice", |
| "tokens": 37, |
| "options": 3, |
| "argmax_agrees": true, |
| "coreml_argmax": 0, |
| "reference_argmax": 0, |
| "max_probability_error": 0.00023287534713745117, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 0.9997743368148804, |
| "median_ms": 5.142499983776361 |
| }, |
| { |
| "case": "zh", |
| "question": "urgent", |
| "type": "noul", |
| "tokens": 48, |
| "options": 2, |
| "argmax_agrees": true, |
| "coreml_argmax": 1, |
| "reference_argmax": 1, |
| "max_probability_error": 0.00011944770812988281, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 0.999786376953125, |
| "median_ms": 5.46637549996376 |
| }, |
| { |
| "case": "ja", |
| "question": "intent", |
| "type": "choice", |
| "tokens": 45, |
| "options": 3, |
| "argmax_agrees": true, |
| "coreml_argmax": 0, |
| "reference_argmax": 0, |
| "max_probability_error": 0.00017899274826049805, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 1.000178337097168, |
| "median_ms": 5.178166495170444 |
| }, |
| { |
| "case": "de", |
| "question": "intent", |
| "type": "choice", |
| "tokens": 44, |
| "options": 3, |
| "argmax_agrees": true, |
| "coreml_argmax": 0, |
| "reference_argmax": 0, |
| "max_probability_error": 7.051229476928711e-05, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 0.9998912811279297, |
| "median_ms": 5.163750000065193 |
| }, |
| { |
| "case": "many_options", |
| "question": "lane", |
| "type": "choice", |
| "tokens": 157, |
| "options": 20, |
| "argmax_agrees": true, |
| "coreml_argmax": 3, |
| "reference_argmax": 3, |
| "max_probability_error": 0.0014334022998809814, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 0.9998855590820312, |
| "median_ms": 5.150437500560656 |
| }, |
| { |
| "case": "guard", |
| "question": "injection", |
| "type": "noul", |
| "tokens": 48, |
| "options": 2, |
| "argmax_agrees": true, |
| "coreml_argmax": 1, |
| "reference_argmax": 1, |
| "max_probability_error": 0.0011126399040222168, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 1.0, |
| "median_ms": 5.1465209980960935 |
| }, |
| { |
| "case": "long_state", |
| "question": "ready", |
| "type": "noul", |
| "tokens": 174, |
| "options": 2, |
| "argmax_agrees": true, |
| "coreml_argmax": 1, |
| "reference_argmax": 1, |
| "max_probability_error": 0.0001442432403564453, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 1.0000152587890625, |
| "median_ms": 5.122436996316537 |
| }, |
| { |
| "case": "long_state", |
| "question": "owner", |
| "type": "choice", |
| "tokens": 158, |
| "options": 3, |
| "argmax_agrees": true, |
| "coreml_argmax": 2, |
| "reference_argmax": 2, |
| "max_probability_error": 0.0009380578994750977, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 0.999969482421875, |
| "median_ms": 5.1526665047276765 |
| } |
| ], |
| "passed": true |
| }, |
| "CPU_AND_NE": { |
| "compute_units": "CPU_AND_NE", |
| "load_seconds": 4.439885583007708, |
| "questions": 16, |
| "argmax_agreements": 16, |
| "max_probability_error": 0.012559235095977783, |
| "max_action_probability_error": 0.0, |
| "latency_ms": { |
| "p50": 9.878875018330291, |
| "p95": 10.141766036394984, |
| "min": 9.49920795392245, |
| "max": 11.666958045680076 |
| }, |
| "skipped": [], |
| "rows": [ |
| { |
| "case": "tetris_clean", |
| "question": "clean", |
| "type": "noul", |
| "tokens": 80, |
| "options": 2, |
| "argmax_agrees": true, |
| "coreml_argmax": 0, |
| "reference_argmax": 0, |
| "max_probability_error": 0.0004076361656188965, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 1.00018310546875, |
| "median_ms": 9.773458004929125 |
| }, |
| { |
| "case": "tetris_flat", |
| "question": "clean", |
| "type": "noul", |
| "tokens": 84, |
| "options": 2, |
| "argmax_agrees": true, |
| "coreml_argmax": 1, |
| "reference_argmax": 1, |
| "max_probability_error": 0.00034058094024658203, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 1.0003662109375, |
| "median_ms": 9.998270979849622 |
| }, |
| { |
| "case": "tetris_lane", |
| "question": "lane", |
| "type": "choice", |
| "tokens": 62, |
| "options": 4, |
| "argmax_agrees": true, |
| "coreml_argmax": 1, |
| "reference_argmax": 1, |
| "max_probability_error": 0.0033596158027648926, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 0.9998779296875, |
| "median_ms": 10.107375041116029 |
| }, |
| { |
| "case": "tetris_lane", |
| "question": "risk", |
| "type": "score", |
| "tokens": 64, |
| "options": 3, |
| "argmax_agrees": true, |
| "coreml_argmax": 1, |
| "reference_argmax": 1, |
| "max_probability_error": 0.0014896541833877563, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 0.9996337890625, |
| "median_ms": 9.907895990181714 |
| }, |
| { |
| "case": "form_field", |
| "question": "action", |
| "type": "choice", |
| "tokens": 104, |
| "options": 3, |
| "argmax_agrees": true, |
| "coreml_argmax": 0, |
| "reference_argmax": 0, |
| "max_probability_error": 0.0034949183464050293, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 0.9996337890625, |
| "median_ms": 9.904021018883213 |
| }, |
| { |
| "case": "support_triage", |
| "question": "intent", |
| "type": "choice", |
| "tokens": 62, |
| "options": 4, |
| "argmax_agrees": true, |
| "coreml_argmax": 1, |
| "reference_argmax": 1, |
| "max_probability_error": 0.0004321932792663574, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 0.9995682239532471, |
| "median_ms": 9.766937495442107 |
| }, |
| { |
| "case": "support_triage", |
| "question": "frustration", |
| "type": "score", |
| "tokens": 69, |
| "options": 3, |
| "argmax_agrees": true, |
| "coreml_argmax": 1, |
| "reference_argmax": 1, |
| "max_probability_error": 0.001600891351699829, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 0.99981689453125, |
| "median_ms": 9.736333013279364 |
| }, |
| { |
| "case": "support_triage", |
| "question": "churn", |
| "type": "noul", |
| "tokens": 71, |
| "options": 2, |
| "argmax_agrees": true, |
| "coreml_argmax": 0, |
| "reference_argmax": 0, |
| "max_probability_error": 3.820657730102539e-05, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 0.9999771118164062, |
| "median_ms": 9.809916489757597 |
| }, |
| { |
| "case": "zh", |
| "question": "intent", |
| "type": "choice", |
| "tokens": 37, |
| "options": 3, |
| "argmax_agrees": true, |
| "coreml_argmax": 0, |
| "reference_argmax": 0, |
| "max_probability_error": 0.00023287534713745117, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 0.999773383140564, |
| "median_ms": 9.79193698731251 |
| }, |
| { |
| "case": "zh", |
| "question": "urgent", |
| "type": "noul", |
| "tokens": 48, |
| "options": 2, |
| "argmax_agrees": true, |
| "coreml_argmax": 1, |
| "reference_argmax": 1, |
| "max_probability_error": 0.0004093870520591736, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 1.0002899169921875, |
| "median_ms": 9.886458021355793 |
| }, |
| { |
| "case": "ja", |
| "question": "intent", |
| "type": "choice", |
| "tokens": 45, |
| "options": 3, |
| "argmax_agrees": true, |
| "coreml_argmax": 0, |
| "reference_argmax": 0, |
| "max_probability_error": 0.00017899274826049805, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 1.0001769065856934, |
| "median_ms": 9.888791479170322 |
| }, |
| { |
| "case": "de", |
| "question": "intent", |
| "type": "choice", |
| "tokens": 44, |
| "options": 3, |
| "argmax_agrees": true, |
| "coreml_argmax": 0, |
| "reference_argmax": 0, |
| "max_probability_error": 7.051229476928711e-05, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 0.9998779296875, |
| "median_ms": 9.867791522992775 |
| }, |
| { |
| "case": "many_options", |
| "question": "lane", |
| "type": "choice", |
| "tokens": 157, |
| "options": 20, |
| "argmax_agrees": true, |
| "coreml_argmax": 3, |
| "reference_argmax": 3, |
| "max_probability_error": 0.001290060579776764, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 0.9998397827148438, |
| "median_ms": 9.76256252033636 |
| }, |
| { |
| "case": "guard", |
| "question": "injection", |
| "type": "noul", |
| "tokens": 48, |
| "options": 2, |
| "argmax_agrees": true, |
| "coreml_argmax": 1, |
| "reference_argmax": 1, |
| "max_probability_error": 0.012559235095977783, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 1.000244140625, |
| "median_ms": 9.754520520800725 |
| }, |
| { |
| "case": "long_state", |
| "question": "ready", |
| "type": "noul", |
| "tokens": 174, |
| "options": 2, |
| "argmax_agrees": true, |
| "coreml_argmax": 1, |
| "reference_argmax": 1, |
| "max_probability_error": 0.0003440380096435547, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 0.999664306640625, |
| "median_ms": 9.926104015903547 |
| }, |
| { |
| "case": "long_state", |
| "question": "owner", |
| "type": "choice", |
| "tokens": 158, |
| "options": 3, |
| "argmax_agrees": true, |
| "coreml_argmax": 2, |
| "reference_argmax": 2, |
| "max_probability_error": 0.0005267858505249023, |
| "max_action_probability_error": 0.0, |
| "finite": true, |
| "padding_masked": true, |
| "probability_sum": 0.999908447265625, |
| "median_ms": 9.970562008675188 |
| } |
| ], |
| "passed": true |
| } |
| }, |
| "passed": true |
| } |
|
|
