Lyre

generated_source model service

generated_score Health Readiness

Status

Runtime configuration and readiness checks for this Lyre process.

Readiness ready

9 checks

Default Model e10m6b-17tile-rf400-leaf2-qtable-20260817

Configured with LYRE_USE_MODEL

Loaded Models e10m6b-17tile-rf400-leaf2-qtable-20260817

Lazy variants load on first use

Queue 0

1 worker(s)

Scorer Slots 1

Semaphore limit

Disqualifiers 1

built_in_disqualifiers

Disqualifier Policy

built_in_suspect_quantization_tables:lyre.suspect_quantization_tables

Name Phase Action Reason
suspect_jpeg_quantization_table pre_score disqualify JPEG quantization table signature matches a built-in suspect SecureLiberty false-positive signature.

Readiness Checks

Missing optional feature schemas can fall back to classifier metadata.

Name Ready Message
head_configuration True Found /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 True Found /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_17 True Found /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.
feature_schema_17 True Found /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.
default_variant_loaded True Default variant is loaded.
disqualifier_policy True Loaded 1 disqualifier rule(s).
spool_directory True Found /tmp/lyre/jobs.
workers True 1 worker(s) configured.
scorer_concurrency True 1 scorer slot(s) configured.

Runtime

Device and package state captured for parity debugging.

{
  "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"
  }
}