Lyre
generated_source model service
lyre_f59d965a45db430f
24b5da4b-d884-45cb-a03b-4b6ab457ccef-b12ca523-df7c-4f98-895c-1560e921382e__angelica_3_.jpeg
Status
completed
completed
Model
e10m6b-17tile-rf400-leaf2-qtable-20260817
Configured at submit time
Score
0.418164
threshold 0.720219
Adjusted Score
0.290303
threshold 0.500000
Flagged
False
scored
Disqualifiers
allowed
0 rule match(es)
Job Detail
Exact API payload for this process-local job.
{
"accepted_at": "2026-08-17T22:45:13.222424Z",
"completed_at": "2026-08-17T22:45:25.019033Z",
"error_message": null,
"job_id": "lyre_f59d965a45db430f",
"original_filename": "24b5da4b-d884-45cb-a03b-4b6ab457ccef-b12ca523-df7c-4f98-895c-1560e921382e__angelica_3_.jpeg",
"request_id": "cloud-smoke-20260817-v4",
"request_metadata": {},
"result": {
"bundle_log_payload": {
"feature_schema_version": "customer_directed_tile_top3_v1+tile_top3_forensicstats_v2_17tile_v1",
"local_image_path": "/tmp/lyre/jobs/lyre_f59d965a45db430f/24b5da4b-d884-45cb-a03b-4b6ab457ccef-b12ca523-df7c-4f98-895c-1560e921382e__angelica_3_.jpeg",
"score": {
"generated_score": 0.41816369047619056,
"post_classifier_selected_threshold": 0.720219155844,
"prompt_score": false,
"score_prompt_threshold": 0.720219155844
},
"source_identifier": "tmp_inputs/24b5da4b-d884-45cb-a03b-4b6ab457ccef-b12ca523-df7c-4f98-895c-1560e921382e__angelica_3_.jpeg",
"tile_keys": [
"x",
"tlc",
"trc",
"brc",
"blc",
"tlm",
"trm",
"brm",
"blm",
"tme",
"rme",
"bme",
"lme",
"tmm",
"rmm",
"bmm",
"lmm"
],
"tile_schema_version": "labeled_crop_17_tile_v1"
},
"bundle_payload": {
"attention": {
"empty": true,
"mode": "none",
"present": false
},
"dynamic_prompt_context": "",
"image": {
"height": 1358,
"megapixels": 1.764042,
"pixel_count": 1764042,
"short_side_pixels": 1299,
"width": 1299
},
"log_payload": {
"feature_schema_version": "customer_directed_tile_top3_v1+tile_top3_forensicstats_v2_17tile_v1",
"local_image_path": "/tmp/lyre/jobs/lyre_f59d965a45db430f/24b5da4b-d884-45cb-a03b-4b6ab457ccef-b12ca523-df7c-4f98-895c-1560e921382e__angelica_3_.jpeg",
"score": {
"generated_score": 0.41816369047619056,
"post_classifier_selected_threshold": 0.720219155844,
"prompt_score": false,
"score_prompt_threshold": 0.720219155844
},
"source_identifier": "tmp_inputs/24b5da4b-d884-45cb-a03b-4b6ab457ccef-b12ca523-df7c-4f98-895c-1560e921382e__angelica_3_.jpeg",
"tile_keys": [
"x",
"tlc",
"trc",
"brc",
"blc",
"tlm",
"trm",
"brm",
"blm",
"tme",
"rme",
"bme",
"lme",
"tmm",
"rmm",
"bmm",
"lmm"
],
"tile_schema_version": "labeled_crop_17_tile_v1"
},
"model": {
"feature_schema_path": "/app/data/models/generated_source_calibrator_e10m6b_frozen_head/customer_directed_ufg_tile_post_classifier_20260802_e10m6b_h256_directcall_cuda_v1_17tile_v2_rf400_leaf4_balancedsubsample_sklearn1p9/metadata.json",
"feature_schema_version": "customer_directed_tile_top3_v1+tile_top3_forensicstats_v2_17tile_v1",
"force_depthwise_cpu_on_darwin": true,
"head_configuration_path": "/app/data/models/generated_source_calibrator_e10m6b_frozen_head/E10M6B_frozen_head_generated_source_multiclass_classonly_recompresseddirty_lenny_20260802_r1_b32_e5_b500_lr5e4_h256_multiheadcompat.config.json",
"head_weights_path": "/app/data/models/generated_source_calibrator_e10m6b_frozen_head/E10M6B_frozen_head_generated_source_multiclass_classonly_recompresseddirty_lenny_20260802_r1_b32_e5_b500_lr5e4_h256_multiheadcompat.best.weights.h5",
"post_classifier_path": "/app/data/models/generated_source_calibrator_e10m6b_frozen_head/customer_directed_ufg_tile_post_classifier_20260817_e10m6b_17tile_rf400_leaf2_sqrt_balanced_gini/classifier.joblib",
"runtime_type": "generated_score_bundle",
"tensorflow_device_name": "/CPU:0",
"tile_count": 17,
"tile_schema_version": "labeled_crop_17_tile_v1",
"tile_size": 128
},
"prompt_context": "",
"score": {
"generated_score": 0.41816369047619056,
"post_classifier_selected_threshold": 0.720219155844,
"prompt_score": false,
"score_prompt_threshold": 0.720219155844
},
"static_prompt_context": "",
"status": "empty",
"supplemental_image_paths": []
},
"disqualifiers": {
"effective_model": "e10m6b-17tile-rf400-leaf2-qtable-20260817",
"features": {
"image": {
"aspect_ratio": 0.9565537555228277,
"bands": [
"R",
"G",
"B"
],
"extension": ".jpeg",
"format": "JPEG",
"frame_count": 1,
"has_alpha": false,
"height": 1358,
"is_animated": false,
"jpeg_quantization": {
"is_jpeg": true,
"is_suspect_signature": false,
"present": true,
"signature_digest": "ae788bce30c9aeea",
"table_count": 2,
"table_identifiers": [
"0:p0",
"1:p0"
],
"tables": [
{
"precision": 0,
"table_identifier": 0,
"values_in_zigzag_order": [
2,
1,
1,
2,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
3,
5,
3,
3,
3,
3,
3,
6,
4,
4,
3,
5,
7,
6,
7,
7,
7,
6,
7,
7,
8,
9,
11,
9,
8,
8,
10,
8,
7,
7,
10,
13,
10,
10,
11,
12,
12,
12,
12,
7,
9,
14,
15,
13,
12,
14,
11,
12,
12,
12
]
},
{
"precision": 0,
"table_identifier": 1,
"values_in_zigzag_order": [
2,
2,
2,
3,
3,
3,
6,
3,
3,
6,
12,
8,
7,
8,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12
]
}
]
},
"long_side": 1358,
"megapixels": 1.764042,
"mode": "RGB",
"path": "/tmp/lyre/jobs/lyre_f59d965a45db430f/24b5da4b-d884-45cb-a03b-4b6ab457ccef-b12ca523-df7c-4f98-895c-1560e921382e__angelica_3_.jpeg",
"pixel_count": 1764042,
"short_side": 1299,
"width": 1299
},
"metadata": {},
"request": {
"default_model": "e10m6b-17tile-rf400-leaf2-qtable-20260817",
"effective_model": "e10m6b-17tile-rf400-leaf2-qtable-20260817",
"request_id": "cloud-smoke-20260817-v4",
"requested_model": "e10m6b-17tile-rf400-leaf2-qtable-20260817",
"source_identifier": "tmp_inputs/24b5da4b-d884-45cb-a03b-4b6ab457ccef-b12ca523-df7c-4f98-895c-1560e921382e__angelica_3_.jpeg",
"use_model": "e10m6b-17tile-rf400-leaf2-qtable-20260817"
}
},
"matched_rules": [],
"operation_modifiers": {
"score_image": true,
"use_model": "e10m6b-17tile-rf400-leaf2-qtable-20260817"
},
"policy_name": "built_in_disqualifiers",
"policy_source": "built_in_suspect_quantization_tables:lyre.suspect_quantization_tables",
"requested_model": "e10m6b-17tile-rf400-leaf2-qtable-20260817",
"score_enabled": true,
"status": "allowed",
"use_model": "e10m6b-17tile-rf400-leaf2-qtable-20260817"
},
"image": {
"height": 1358,
"megapixels": 1.764042,
"pixel_count": 1764042,
"short_side_pixels": 1299,
"width": 1299
},
"model": {
"feature_schema_path": "/app/data/models/generated_source_calibrator_e10m6b_frozen_head/customer_directed_ufg_tile_post_classifier_20260802_e10m6b_h256_directcall_cuda_v1_17tile_v2_rf400_leaf4_balancedsubsample_sklearn1p9/metadata.json",
"feature_schema_source": "/app/data/models/generated_source_calibrator_e10m6b_frozen_head/customer_directed_ufg_tile_post_classifier_20260802_e10m6b_h256_directcall_cuda_v1_17tile_v2_rf400_leaf4_balancedsubsample_sklearn1p9/metadata.json",
"feature_schema_version": "customer_directed_tile_top3_v1+tile_top3_forensicstats_v2_17tile_v1",
"force_depthwise_cpu_on_darwin": true,
"head_configuration_path": "/app/data/models/generated_source_calibrator_e10m6b_frozen_head/E10M6B_frozen_head_generated_source_multiclass_classonly_recompresseddirty_lenny_20260802_r1_b32_e5_b500_lr5e4_h256_multiheadcompat.config.json",
"head_weights_path": "/app/data/models/generated_source_calibrator_e10m6b_frozen_head/E10M6B_frozen_head_generated_source_multiclass_classonly_recompresseddirty_lenny_20260802_r1_b32_e5_b500_lr5e4_h256_multiheadcompat.best.weights.h5",
"loaded_at_unix_seconds": 1787006573.3966205,
"model_name": "e10m6b-17tile-rf400-leaf2-qtable-20260817",
"post_classifier_path": "/app/data/models/generated_source_calibrator_e10m6b_frozen_head/customer_directed_ufg_tile_post_classifier_20260817_e10m6b_17tile_rf400_leaf2_sqrt_balanced_gini/classifier.joblib",
"runtime_type": "generated_score_bundle",
"score_name": "generated_score",
"score_threshold_source": "post_classifier_metadata.selected_threshold",
"tensorflow_device_name": "/CPU:0",
"tile_count": 17,
"tile_mode": "17",
"tile_schema_version": "labeled_crop_17_tile_v1",
"tile_size": 128,
"tool_name": "generated_source",
"use_model": "e10m6b-17tile-rf400-leaf2-qtable-20260817"
},
"prompt": {
"dynamic_prompt_context": "",
"prompt_context": "",
"static_prompt_context": ""
},
"request_id": "cloud-smoke-20260817-v4",
"runtime": {
"disable_gpu": true,
"force_depthwise_cpu_on_darwin": true,
"platform": "Linux-6.1.177-x86_64-with-glibc2.36",
"python_version": "3.11.16",
"scorer_concurrency": 1,
"tensorflow_device_name": "/CPU:0",
"tensorflow_devices": {
"logical_gpus": [],
"physical_devices": [
{
"device_type": "CPU",
"name": "/physical_device:CPU:0"
}
],
"physical_gpus": []
},
"versions": {
"PIL": "11.3.0",
"joblib": "1.5.3",
"keras": "3.15.1",
"numpy": "1.26.4",
"numpy_runtime": "1.26.4",
"pillow": "11.3.0",
"scikit-learn": "1.9.0",
"tensorflow": "2.18.0"
}
},
"score": {
"adjusted_method": "piecewise_linear_threshold_to_0.5",
"adjusted_threshold": 0.5,
"adjusted_value": 0.2903030883607636,
"decision_status": "scored",
"flagged": false,
"name": "generated_score",
"original_threshold": 0.720219155844,
"original_value": 0.41816369047619056,
"prompt_score": false,
"raw_key": "generated_score",
"score_available": true,
"selected_threshold": 0.720219155844,
"skip_reason": null,
"threshold": 0.720219155844,
"value": 0.41816369047619056
},
"status": "empty",
"timing": {
"completed_at_unix_seconds": 1787006725.0137992,
"duration_seconds": 11.790476560592651,
"started_at_unix_seconds": 1787006713.2233226
},
"tool_name": "generated_source",
"use_model": "e10m6b-17tile-rf400-leaf2-qtable-20260817"
},
"source_identifier": "tmp_inputs/24b5da4b-d884-45cb-a03b-4b6ab457ccef-b12ca523-df7c-4f98-895c-1560e921382e__angelica_3_.jpeg",
"stage": "completed",
"started_at": "2026-08-17T22:45:13.223064Z",
"status": "completed",
"stored_image_path": "/tmp/lyre/jobs/lyre_f59d965a45db430f/24b5da4b-d884-45cb-a03b-4b6ab457ccef-b12ca523-df7c-4f98-895c-1560e921382e__angelica_3_.jpeg",
"use_model": "e10m6b-17tile-rf400-leaf2-qtable-20260817"
}