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Add on-device learning and optimizer resume: fireviewer_rfdetr_medium_v110
22e5e0f verified | { | |
| "schema": 2, | |
| "key": "fireviewer_rfdetr_medium_v110_learning", | |
| "source_model": "fireviewer_rfdetr_medium_v110", | |
| "task": "object_detection", | |
| "upstream": "fireviewer/fire-smoke-rfdetr-medium-v110-strict-v1", | |
| "upstream_revision": "901382d9c8eef2af8b4c13640413c03dbfdbeec2", | |
| "backbone_frozen": true, | |
| "training_scope": "candidate_classification_and_box_adaptation_only", | |
| "report": { | |
| "key": "fireviewer_rfdetr_medium_v110", | |
| "validation_passed": true, | |
| "training_scope": "candidate_classification_and_box_adaptation_only", | |
| "backbone_frozen": true, | |
| "limitation": "Does not create proposals absent from frozen detector", | |
| "initial_detector_parity": true, | |
| "parameters_changed": true, | |
| "initial_loss": 0.8691307902336121, | |
| "final_loss": 0.19148443639278412, | |
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| "restart_logits_exact": true, | |
| "optimizer_resume_exact": true, | |
| "variable_image_preprocessing": { | |
| "mode": "bilinear_stretch_inside_graph", | |
| "native_backbone_shape": [ | |
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| "android_device_tested": false, | |
| "accuracy_evaluated": false, | |
| "sha256": "dba3ade58743b422d492448605e1cb7b709de66323dd0fbdbd930f12af7bad20", | |
| "bytes": 124411016, | |
| "signatures": { | |
| "infer": { | |
| "inputs": [ | |
| "x" | |
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| "outputs": [ | |
| "boxes", | |
| "detections", | |
| "logits" | |
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| "restore": { | |
| "inputs": [ | |
| "checkpoint_path" | |
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| "outputs": [ | |
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| "save": { | |
| "inputs": [ | |
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| "outputs": [ | |
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| }, | |
| "train": { | |
| "inputs": [ | |
| "learning_rate", | |
| "x", | |
| "y" | |
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| "outputs": [ | |
| "loss", | |
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| }, | |
| "training_state": { | |
| "inputs": [], | |
| "outputs": [ | |
| "head_kernel", | |
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| } | |
| }, | |
| "runtime_requirement": "LiteRT builtin CPU; disable default XNNPACK delegates; Select TF Ops required for checkpoint Save/Restore", | |
| "android_runtime_dependencies": [ | |
| "org.tensorflow:tensorflow-lite:2.16.1", | |
| "org.tensorflow:tensorflow-lite-select-tf-ops:2.16.1" | |
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| "frozen_backbone_sha256": "badcf1f0edbef2e6f319370ac7d5a2231d4332236656087f94b86376e73efcf9", | |
| "head_initialization": "source_model_or_identity_adapter", | |
| "conversion_source_sha256": { | |
| "merge_training_graph.py": "93def8b746dd763c7ef703e29a5db3bab754716c6358bdda5acb64531b4c50ce", | |
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| "source_parity_report": "source_parity.json" | |
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| "optimizer": "momentum SGD, momentum=0.9", | |
| "checkpoint_contains": [ | |
| "trainable parameters", | |
| "momentum buffers", | |
| "global step" | |
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| "requires_select_tf_ops": true, | |
| "android_configuration": "android_model_config.json" | |
| } | |