| |
| schema_version: 2 |
| protocol_id: imagenet-v2-confirmatory-20260714-local-cache |
| protocol_source: /nfs/ywang29/GmNet/journal_exp/configs/imagenet_v2_protocol.yaml |
| generated_by: /nfs/ywang29/GmNet/journal_exp/scripts/generate_deploy.py |
| source_template: /nfs/ywang29/LongLive/deploy/jul11_vgp/j11_vgp01_base.yaml |
| policy: |
| one_yaml_per_task: true |
| launchjob_submitted_by_generator: false |
| initial_submission_limit: 1 |
| primary_checkpoint: checkpoint_last.pt |
| primary_metric: fixed_epoch_val_top1 |
| familywise_claim_scope: confirmatory_gate_comparison |
| unlock_requires_manual_protocol_review: true |
| unlock_environment_variable: GMNET_PROTOCOL_UNLOCK_TASK |
| technical_validity: |
| definition: A run is technically valid only when it exits successfully, verifies the frozen code/config and canonical data manifests, reaches its configured final epoch, writes checkpoint_last.pt with matching seed/config/data/RNG identities, passes non-finite and topology checks, and writes a successful strict official-evaluation checks.json certificate. |
| required_artifacts: |
| - train.log |
| - config_resolved.yaml |
| - data_manifest.json |
| - metrics.jsonl |
| - checkpoint_last.pt |
| - official_eval/results.json |
| - official_eval/checks.json |
| resume_scope: every rank restores Python, NumPy, torch CPU/CUDA and DataLoader generator streams at complete-epoch boundaries; persistent workers are disabled; nondeterministic CUDA kernels mean this is RNG-exact, not a claim of bitwise-identical floating-point replay |
| performance_is_never_a_validity_criterion: true |
| seed0_replication_unlock: valid means only protocol adherence, completeness, and finite artifacts; seed-0 accuracy must not be used to select which predeclared seeds 1/2 run |
| external_prerequisites: |
| smooth_local_pregate: |
| decision_rule: smooth_local_pregate |
| required_state: passed |
| state: passed |
| evidence_required: true |
| evidence: /nfs/ywang29/GmNet/local_results/imagenet_v2_pregate/CONCLUSIONS.md |
| review_result: 'PASS: 7/7 runs complete and finite; learned cap minimum 1.6864 exceeds the predefined severe-collapse boundary 0.6; fixed-c6 remains 6.0' |
| description: Manual review of the completed matched CIFAR-100 zero-WD controller pre-gate has passed; the ImageNet learned-smooth seed-0 task remains held behind its internal anchor prerequisite |
| data_root: /tmp/gmnet_data/imagenet-1k |
| data_staging: |
| mode: full_archive_to_local_scratch |
| source_archive_uri: s3://snap-research-cv-code/ywang29/datasets/imagenet-1k/imagenet-1k.tar |
| destination_root: /tmp/gmnet_data/imagenet-1k |
| cache_root: /tmp/gmnet_cache |
| keep_archive: false |
| expected_archive_bytes: 161381969920 |
| minimum_free_bytes: 350000000000 |
| canonical_data_uri: s3://snap-research-cv-code/ywang29/datasets/imagenet-1k/ |
| canonical_data_manifest: |
| path: /nfs/ywang29/GmNet/depoly/imagenet_v2/data_manifest_canonical.json |
| manifest_sha256: bb70bc9f530db6bb24f70e648624b35281bfbc76a57775d589a2e0209dd98661 |
| sample_index_sha256: |
| train: e74104e28ef79fff114e729e81d050a7b4f0c294c4d82345bad13c320d7255b2 |
| val: 5ed16b5cd3ebd64e90cd7a8380b4e19d4c0d82eedcca3489dfa29313ce88d6f6 |
| sampled_content_sha256: |
| train: dea27b5dbcb5f110ed47c075d473ebd0f6aefc446b45ab1e62d8246f2a153798 |
| val: d80a57419bc9396df7c01e29a2b17698c02c3a9a68dc4006a1fe87ef129ed166 |
| run_root: /nfs/ywang29/GmNet/runs/imagenet_v2 |
| code_manifest: /nfs/ywang29/GmNet/journal_exp/configs/imagenet_v2_code_manifest.json |
| summary: |
| launch_yaml_count: 21 |
| submission_allowed_count: 1 |
| by_status: |
| conditional: 2 |
| held: 18 |
| ready: 1 |
| by_phase: |
| phase_0_anchor: 1 |
| phase_1_gate_screen: 4 |
| phase_2_replication: 10 |
| phase_3_diagnostics: 4 |
| phase_4_recipe_audit: 2 |
| by_role: |
| conditional_recipe_audit: 2 |
| confirmatory_anchor: 1 |
| confirmatory_replication: 10 |
| confirmatory_screen: 4 |
| fixed_smooth_control: 1 |
| scaling_context: 3 |
| by_experiment: |
| E0: 5 |
| E3: 13 |
| E5: 3 |
| decision_rules: |
| - id: anchor_technical_qc |
| inputs: |
| - imv2_e0_s3_relu6_seed0 |
| pass_when: epoch-300 last checkpoint, paper-default 7,791,544-parameter topology, finite audit, exact 1,281,167/50,000 data counts, matching fingerprints, and strict official-evaluation check-only pass |
| - id: anchor_accuracy_sanity |
| inputs: |
| - imv2_e0_s3_relu6_seed0 |
| target_source: conference main table and ablation value; the conflicting 81.3 introduction value is not used |
| target_top1: 79.3 |
| operational_window: |
| - 78.8 |
| - 79.8 |
| interpretation: resource-protection QC for a single seed, not a statistical reproduction claim; a miss opens the conditional recipe audits after technical QC |
| - id: baseline_reproduction |
| inputs: |
| - imv2_e0_s3_relu6_seed0 |
| - imv2_e0_s3_relu6_seed1 |
| - imv2_e0_s3_relu6_seed2 |
| target_source: conference main table and ablation value |
| target_top1: 79.3 |
| tolerance_pp: 0.2 |
| report: report all seeds, mean, sample standard deviation, and a two-sided 95% confidence interval; label within/missed tolerance rather than testing equality to a published point estimate with unknown uncertainty |
| - id: smooth_local_pregate |
| inputs: |
| - e3_c100_s1_relu6_seed0 |
| - e3_c100_s1_relu6_seed1 |
| - e3_c100_s1_relu6_seed2 |
| - e3_cifar100_pregate_v2_smooth_corrected_seed0 |
| - e3_cifar100_pregate_v2_smooth_corrected_seed1 |
| - e3_cifar100_pregate_v2_smooth_corrected_seed2 |
| - e3_cifar100_pregate_v2_smooth_fixed_c6_seed0 |
| pass_when: all corrected zero-WD runs are technically complete and finite, learned caps remain above the predefined severe-collapse boundary, and the matched three-seed result is reviewed; accuracy is reported with paired uncertainty and is not a single-seed launch-selection threshold |
| - id: confirmatory_analysis |
| inputs: |
| - imv2_e0_s3_relu6_seed0 |
| - imv2_e0_s3_relu6_seed1 |
| - imv2_e0_s3_relu6_seed2 |
| - imv2_e3_s3_relu_seed0 |
| - imv2_e3_s3_relu_seed1 |
| - imv2_e3_s3_relu_seed2 |
| - imv2_e3_s3_smooth_corrected_seed0 |
| - imv2_e3_s3_smooth_corrected_seed1 |
| - imv2_e3_s3_smooth_corrected_seed2 |
| - imv2_e3_s3_relu6_only_seed0 |
| - imv2_e3_s3_relu6_only_seed1 |
| - imv2_e3_s3_relu6_only_seed2 |
| - imv2_e3_s3_no_gate_seed0 |
| - imv2_e3_s3_no_gate_seed1 |
| - imv2_e3_s3_no_gate_seed2 |
| report: use the primary_analysis hierarchical gatekeeping and secondary_analysis families below |
| primary_analysis: |
| endpoint: fixed epoch-300 ImageNet validation Top-1 in percentage points |
| effect_definition: candidate minus ReLU6 for matched seed and validation image |
| alpha: 0.05 |
| familywise_error_control: fixed_entry_gate_then_parallel_holm |
| entry_gate_failure: all downstream hypotheses become exploratory |
| seed_pairing: pair identical seed IDs and retain per-seed effects |
| confirmatory_inference: paired seed-level t tests with training seed as the statistical unit; always report the three per-seed effects and their sample standard deviation |
| sample_sensitivity: a 2,000-replicate hierarchical paired bootstrap resamples training seeds as the outer unit and paired validation images within seed; it is supplemental and does not replace the seed-level confirmatory inference |
| margin_rationale: 'thresholds were fixed before ImageNet results: 1.0 pp denotes a material necessity effect, 0.3 pp a negligible gate-shape difference, and 0.2 pp the maximum allowed learned-smooth degradation; they are protocol decision thresholds rather than universal practical-significance constants' |
| fixed_entry_gate: |
| id: h1_no_gate_material_loss |
| candidate_gate: no_gate |
| contrast: no-gate minus ReLU6 self-gate |
| test: one-sided minimum-effect superiority at alpha 0.05 |
| success: one-sided test rejects at alpha 0.05 and the two-sided 95% paired-seed confidence interval upper endpoint is below -1.0 pp |
| margin_pp: -1.0 |
| claim_boundary: necessity of the complete gated operator, not multiplication alone |
| downstream_holm_family: |
| correction: Holm across three valid p-values at family alpha 0.05 |
| hypotheses: |
| - id: h2_relu6_only_noninferiority |
| candidate_gate: relu6_only |
| contrast: ReLU6-only minus ReLU6 self-gate |
| test: one-sided non-inferiority at alpha 0.05 |
| success: Holm-adjusted p-value is below 0.05 and the two-sided 95% paired-seed confidence interval lower endpoint is above -0.3 pp |
| margin_pp: -0.3 |
| claim_boundary: architecture-level operator replacement total effect |
| - id: h3_relu_equivalence |
| candidate_gate: relu_self |
| contrast: ReLU self-gate minus ReLU6 self-gate |
| test: two one-sided tests at alpha 0.05 |
| success: Holm-adjusted equivalence p-value is below 0.05 and the conservative two-sided 95% paired-seed confidence interval is contained in [-0.3, 0.3] pp |
| margins_pp: |
| - -0.3 |
| - 0.3 |
| - id: h4_smooth_noninferiority |
| candidate_gate: smooth_clipped_self |
| contrast: corrected learned-smooth minus ReLU6 self-gate |
| test: one-sided non-inferiority at alpha 0.05 |
| success: Holm-adjusted p-value is below 0.05 and the two-sided 95% paired-seed confidence interval lower endpoint is above -0.2 pp |
| margin_pp: -0.2 |
| secondary_analysis: |
| checkpoint_policy: fixed final checkpoint only; no best-seed or best-epoch selection |
| tested_families: |
| - id: classification_quality |
| endpoints: |
| - Top-5 |
| - NLL |
| - ECE |
| contrasts: |
| - ReLU |
| - corrected learned-smooth |
| - ReLU6-only |
| - no-gate |
| correction: Holm within the 12 unique endpoint-by-contrast hypotheses at alpha 0.05 |
| aliases_count_once: true |
| descriptive_families: |
| - id: learned_clip |
| endpoints: |
| - clip value by block and stage |
| - clip-crossing fraction |
| inference: descriptive only; applicable only to learned-smooth |
| - id: scaling_context |
| endpoints: |
| - Top-1 |
| - parameters |
| - FLOPs |
| inference: single-seed descriptive context only; no scale trend or gate scaling claim |
| deferred_families: |
| - id: corruption |
| reason: canonical datasets, severities, aggregation, and runner are not frozen in this 21-task protocol |
| future_unit_of_inference: corruption type, not individual images as mechanism replicates |
| - id: frequency |
| reason: ImageNet frequency endpoint and runner are not frozen in this 21-task protocol |
| interpretation: exploratory until a protocol amendment is registered |
| tasks: |
| - task_id: imv2_e0_s3_relu6_seed0 |
| experiment: E0 |
| model: s3 |
| gate: relu6_self |
| seed: 0 |
| config_path: configs/e0_baseline/imagenet_gmnet_s3.yaml |
| deploy_group: imagenet_v2/confirmatory |
| phase: phase_0_anchor |
| role: confirmatory_anchor |
| depends_on: [] |
| external_prerequisites: [] |
| status: ready |
| submission_allowed: true |
| deploy_path: imagenet_v2/confirmatory/imv2_e0_s3_relu6_seed0.yaml |
| job_name: gmnet-imv2-e0-s3-relu6-seed0 |
| eta_class: '>12h' |
| runner: imagenet_classification |
| data_root: /tmp/gmnet_data/imagenet-1k |
| output_dir: /nfs/ywang29/GmNet/runs/imagenet_v2/imv2_e0_s3_relu6_seed0 |
| resolved_config: |
| recipe_id: paper-supplementary-table8-v1 |
| variant: s3 |
| gate_type: relu6_self |
| smooth_clip_trainable: null |
| epochs: 300 |
| final_epoch_only: true |
| raw_clip_zero_weight_decay: true |
| - task_id: imv2_e0_s3_relu6_seed1 |
| experiment: E0 |
| model: s3 |
| gate: relu6_self |
| seed: 1 |
| config_path: configs/e0_baseline/imagenet_gmnet_s3.yaml |
| deploy_group: imagenet_v2/confirmatory |
| phase: phase_2_replication |
| role: confirmatory_replication |
| depends_on: |
| - imv2_e0_s3_relu6_seed0 |
| external_prerequisites: [] |
| status: held |
| submission_allowed: false |
| deploy_path: imagenet_v2/confirmatory/imv2_e0_s3_relu6_seed1.yaml |
| job_name: gmnet-imv2-e0-s3-relu6-seed1 |
| eta_class: '>12h' |
| runner: imagenet_classification |
| data_root: /tmp/gmnet_data/imagenet-1k |
| output_dir: /nfs/ywang29/GmNet/runs/imagenet_v2/imv2_e0_s3_relu6_seed1 |
| resolved_config: |
| recipe_id: paper-supplementary-table8-v1 |
| variant: s3 |
| gate_type: relu6_self |
| smooth_clip_trainable: null |
| epochs: 300 |
| final_epoch_only: true |
| raw_clip_zero_weight_decay: true |
| - task_id: imv2_e0_s3_relu6_seed2 |
| experiment: E0 |
| model: s3 |
| gate: relu6_self |
| seed: 2 |
| config_path: configs/e0_baseline/imagenet_gmnet_s3.yaml |
| deploy_group: imagenet_v2/confirmatory |
| phase: phase_2_replication |
| role: confirmatory_replication |
| depends_on: |
| - imv2_e0_s3_relu6_seed0 |
| external_prerequisites: [] |
| status: held |
| submission_allowed: false |
| deploy_path: imagenet_v2/confirmatory/imv2_e0_s3_relu6_seed2.yaml |
| job_name: gmnet-imv2-e0-s3-relu6-seed2 |
| eta_class: '>12h' |
| runner: imagenet_classification |
| data_root: /tmp/gmnet_data/imagenet-1k |
| output_dir: /nfs/ywang29/GmNet/runs/imagenet_v2/imv2_e0_s3_relu6_seed2 |
| resolved_config: |
| recipe_id: paper-supplementary-table8-v1 |
| variant: s3 |
| gate_type: relu6_self |
| smooth_clip_trainable: null |
| epochs: 300 |
| final_epoch_only: true |
| raw_clip_zero_weight_decay: true |
| - task_id: imv2_e3_s3_relu_seed0 |
| experiment: E3 |
| model: s3 |
| gate: relu_self |
| seed: 0 |
| config_path: configs/e3_gate/imagenet_gmnet_s3_relu.yaml |
| deploy_group: imagenet_v2/confirmatory |
| phase: phase_1_gate_screen |
| role: confirmatory_screen |
| depends_on: |
| - imv2_e0_s3_relu6_seed0 |
| external_prerequisites: [] |
| status: held |
| submission_allowed: false |
| deploy_path: imagenet_v2/confirmatory/imv2_e3_s3_relu_seed0.yaml |
| job_name: gmnet-imv2-e3-s3-relu-seed0 |
| eta_class: '>12h' |
| runner: imagenet_classification |
| data_root: /tmp/gmnet_data/imagenet-1k |
| output_dir: /nfs/ywang29/GmNet/runs/imagenet_v2/imv2_e3_s3_relu_seed0 |
| resolved_config: |
| recipe_id: paper-supplementary-table8-v1 |
| variant: s3 |
| gate_type: relu_self |
| smooth_clip_trainable: null |
| epochs: 300 |
| final_epoch_only: true |
| raw_clip_zero_weight_decay: true |
| - task_id: imv2_e3_s3_relu_seed1 |
| experiment: E3 |
| model: s3 |
| gate: relu_self |
| seed: 1 |
| config_path: configs/e3_gate/imagenet_gmnet_s3_relu.yaml |
| deploy_group: imagenet_v2/confirmatory |
| phase: phase_2_replication |
| role: confirmatory_replication |
| depends_on: |
| - imv2_e3_s3_relu_seed0 |
| external_prerequisites: [] |
| status: held |
| submission_allowed: false |
| deploy_path: imagenet_v2/confirmatory/imv2_e3_s3_relu_seed1.yaml |
| job_name: gmnet-imv2-e3-s3-relu-seed1 |
| eta_class: '>12h' |
| runner: imagenet_classification |
| data_root: /tmp/gmnet_data/imagenet-1k |
| output_dir: /nfs/ywang29/GmNet/runs/imagenet_v2/imv2_e3_s3_relu_seed1 |
| resolved_config: |
| recipe_id: paper-supplementary-table8-v1 |
| variant: s3 |
| gate_type: relu_self |
| smooth_clip_trainable: null |
| epochs: 300 |
| final_epoch_only: true |
| raw_clip_zero_weight_decay: true |
| - task_id: imv2_e3_s3_relu_seed2 |
| experiment: E3 |
| model: s3 |
| gate: relu_self |
| seed: 2 |
| config_path: configs/e3_gate/imagenet_gmnet_s3_relu.yaml |
| deploy_group: imagenet_v2/confirmatory |
| phase: phase_2_replication |
| role: confirmatory_replication |
| depends_on: |
| - imv2_e3_s3_relu_seed0 |
| external_prerequisites: [] |
| status: held |
| submission_allowed: false |
| deploy_path: imagenet_v2/confirmatory/imv2_e3_s3_relu_seed2.yaml |
| job_name: gmnet-imv2-e3-s3-relu-seed2 |
| eta_class: '>12h' |
| runner: imagenet_classification |
| data_root: /tmp/gmnet_data/imagenet-1k |
| output_dir: /nfs/ywang29/GmNet/runs/imagenet_v2/imv2_e3_s3_relu_seed2 |
| resolved_config: |
| recipe_id: paper-supplementary-table8-v1 |
| variant: s3 |
| gate_type: relu_self |
| smooth_clip_trainable: null |
| epochs: 300 |
| final_epoch_only: true |
| raw_clip_zero_weight_decay: true |
| - task_id: imv2_e3_s3_smooth_corrected_seed0 |
| experiment: E3 |
| model: s3 |
| gate: smooth_clipped_self |
| seed: 0 |
| config_path: configs/e3_gate/imagenet_gmnet_s3_smooth_corrected.yaml |
| deploy_group: imagenet_v2/confirmatory |
| phase: phase_1_gate_screen |
| role: confirmatory_screen |
| depends_on: |
| - imv2_e0_s3_relu6_seed0 |
| external_prerequisites: |
| - smooth_local_pregate |
| status: held |
| submission_allowed: false |
| deploy_path: imagenet_v2/confirmatory/imv2_e3_s3_smooth_corrected_seed0.yaml |
| job_name: gmnet-imv2-e3-s3-smooth-corrected-seed0 |
| eta_class: '>12h' |
| runner: imagenet_classification |
| data_root: /tmp/gmnet_data/imagenet-1k |
| output_dir: /nfs/ywang29/GmNet/runs/imagenet_v2/imv2_e3_s3_smooth_corrected_seed0 |
| resolved_config: |
| recipe_id: paper-supplementary-table8-v1 |
| variant: s3 |
| gate_type: smooth_clipped_self |
| smooth_clip_trainable: true |
| epochs: 300 |
| final_epoch_only: true |
| raw_clip_zero_weight_decay: true |
| - task_id: imv2_e3_s3_smooth_corrected_seed1 |
| experiment: E3 |
| model: s3 |
| gate: smooth_clipped_self |
| seed: 1 |
| config_path: configs/e3_gate/imagenet_gmnet_s3_smooth_corrected.yaml |
| deploy_group: imagenet_v2/confirmatory |
| phase: phase_2_replication |
| role: confirmatory_replication |
| depends_on: |
| - imv2_e3_s3_smooth_corrected_seed0 |
| external_prerequisites: [] |
| status: held |
| submission_allowed: false |
| deploy_path: imagenet_v2/confirmatory/imv2_e3_s3_smooth_corrected_seed1.yaml |
| job_name: gmnet-imv2-e3-s3-smooth-corrected-seed1 |
| eta_class: '>12h' |
| runner: imagenet_classification |
| data_root: /tmp/gmnet_data/imagenet-1k |
| output_dir: /nfs/ywang29/GmNet/runs/imagenet_v2/imv2_e3_s3_smooth_corrected_seed1 |
| resolved_config: |
| recipe_id: paper-supplementary-table8-v1 |
| variant: s3 |
| gate_type: smooth_clipped_self |
| smooth_clip_trainable: true |
| epochs: 300 |
| final_epoch_only: true |
| raw_clip_zero_weight_decay: true |
| - task_id: imv2_e3_s3_smooth_corrected_seed2 |
| experiment: E3 |
| model: s3 |
| gate: smooth_clipped_self |
| seed: 2 |
| config_path: configs/e3_gate/imagenet_gmnet_s3_smooth_corrected.yaml |
| deploy_group: imagenet_v2/confirmatory |
| phase: phase_2_replication |
| role: confirmatory_replication |
| depends_on: |
| - imv2_e3_s3_smooth_corrected_seed0 |
| external_prerequisites: [] |
| status: held |
| submission_allowed: false |
| deploy_path: imagenet_v2/confirmatory/imv2_e3_s3_smooth_corrected_seed2.yaml |
| job_name: gmnet-imv2-e3-s3-smooth-corrected-seed2 |
| eta_class: '>12h' |
| runner: imagenet_classification |
| data_root: /tmp/gmnet_data/imagenet-1k |
| output_dir: /nfs/ywang29/GmNet/runs/imagenet_v2/imv2_e3_s3_smooth_corrected_seed2 |
| resolved_config: |
| recipe_id: paper-supplementary-table8-v1 |
| variant: s3 |
| gate_type: smooth_clipped_self |
| smooth_clip_trainable: true |
| epochs: 300 |
| final_epoch_only: true |
| raw_clip_zero_weight_decay: true |
| - task_id: imv2_e3_s3_relu6_only_seed0 |
| experiment: E3 |
| model: s3 |
| gate: relu6_only |
| seed: 0 |
| config_path: configs/e3_gate/imagenet_gmnet_s3_relu6_only.yaml |
| deploy_group: imagenet_v2/confirmatory |
| phase: phase_1_gate_screen |
| role: confirmatory_screen |
| depends_on: |
| - imv2_e0_s3_relu6_seed0 |
| external_prerequisites: [] |
| status: held |
| submission_allowed: false |
| deploy_path: imagenet_v2/confirmatory/imv2_e3_s3_relu6_only_seed0.yaml |
| job_name: gmnet-imv2-e3-s3-relu6-only-seed0 |
| eta_class: '>12h' |
| runner: imagenet_classification |
| data_root: /tmp/gmnet_data/imagenet-1k |
| output_dir: /nfs/ywang29/GmNet/runs/imagenet_v2/imv2_e3_s3_relu6_only_seed0 |
| resolved_config: |
| recipe_id: paper-supplementary-table8-v1 |
| variant: s3 |
| gate_type: relu6_only |
| smooth_clip_trainable: null |
| epochs: 300 |
| final_epoch_only: true |
| raw_clip_zero_weight_decay: true |
| - task_id: imv2_e3_s3_relu6_only_seed1 |
| experiment: E3 |
| model: s3 |
| gate: relu6_only |
| seed: 1 |
| config_path: configs/e3_gate/imagenet_gmnet_s3_relu6_only.yaml |
| deploy_group: imagenet_v2/confirmatory |
| phase: phase_2_replication |
| role: confirmatory_replication |
| depends_on: |
| - imv2_e3_s3_relu6_only_seed0 |
| external_prerequisites: [] |
| status: held |
| submission_allowed: false |
| deploy_path: imagenet_v2/confirmatory/imv2_e3_s3_relu6_only_seed1.yaml |
| job_name: gmnet-imv2-e3-s3-relu6-only-seed1 |
| eta_class: '>12h' |
| runner: imagenet_classification |
| data_root: /tmp/gmnet_data/imagenet-1k |
| output_dir: /nfs/ywang29/GmNet/runs/imagenet_v2/imv2_e3_s3_relu6_only_seed1 |
| resolved_config: |
| recipe_id: paper-supplementary-table8-v1 |
| variant: s3 |
| gate_type: relu6_only |
| smooth_clip_trainable: null |
| epochs: 300 |
| final_epoch_only: true |
| raw_clip_zero_weight_decay: true |
| - task_id: imv2_e3_s3_relu6_only_seed2 |
| experiment: E3 |
| model: s3 |
| gate: relu6_only |
| seed: 2 |
| config_path: configs/e3_gate/imagenet_gmnet_s3_relu6_only.yaml |
| deploy_group: imagenet_v2/confirmatory |
| phase: phase_2_replication |
| role: confirmatory_replication |
| depends_on: |
| - imv2_e3_s3_relu6_only_seed0 |
| external_prerequisites: [] |
| status: held |
| submission_allowed: false |
| deploy_path: imagenet_v2/confirmatory/imv2_e3_s3_relu6_only_seed2.yaml |
| job_name: gmnet-imv2-e3-s3-relu6-only-seed2 |
| eta_class: '>12h' |
| runner: imagenet_classification |
| data_root: /tmp/gmnet_data/imagenet-1k |
| output_dir: /nfs/ywang29/GmNet/runs/imagenet_v2/imv2_e3_s3_relu6_only_seed2 |
| resolved_config: |
| recipe_id: paper-supplementary-table8-v1 |
| variant: s3 |
| gate_type: relu6_only |
| smooth_clip_trainable: null |
| epochs: 300 |
| final_epoch_only: true |
| raw_clip_zero_weight_decay: true |
| - task_id: imv2_e3_s3_no_gate_seed0 |
| experiment: E3 |
| model: s3 |
| gate: no_gate |
| seed: 0 |
| config_path: configs/e3_gate/imagenet_gmnet_s3_no_gate.yaml |
| deploy_group: imagenet_v2/confirmatory |
| phase: phase_1_gate_screen |
| role: confirmatory_screen |
| depends_on: |
| - imv2_e0_s3_relu6_seed0 |
| external_prerequisites: [] |
| status: held |
| submission_allowed: false |
| deploy_path: imagenet_v2/confirmatory/imv2_e3_s3_no_gate_seed0.yaml |
| job_name: gmnet-imv2-e3-s3-no-gate-seed0 |
| eta_class: '>12h' |
| runner: imagenet_classification |
| data_root: /tmp/gmnet_data/imagenet-1k |
| output_dir: /nfs/ywang29/GmNet/runs/imagenet_v2/imv2_e3_s3_no_gate_seed0 |
| resolved_config: |
| recipe_id: paper-supplementary-table8-v1 |
| variant: s3 |
| gate_type: no_gate |
| smooth_clip_trainable: null |
| epochs: 300 |
| final_epoch_only: true |
| raw_clip_zero_weight_decay: true |
| - task_id: imv2_e3_s3_no_gate_seed1 |
| experiment: E3 |
| model: s3 |
| gate: no_gate |
| seed: 1 |
| config_path: configs/e3_gate/imagenet_gmnet_s3_no_gate.yaml |
| deploy_group: imagenet_v2/confirmatory |
| phase: phase_2_replication |
| role: confirmatory_replication |
| depends_on: |
| - imv2_e3_s3_no_gate_seed0 |
| external_prerequisites: [] |
| status: held |
| submission_allowed: false |
| deploy_path: imagenet_v2/confirmatory/imv2_e3_s3_no_gate_seed1.yaml |
| job_name: gmnet-imv2-e3-s3-no-gate-seed1 |
| eta_class: '>12h' |
| runner: imagenet_classification |
| data_root: /tmp/gmnet_data/imagenet-1k |
| output_dir: /nfs/ywang29/GmNet/runs/imagenet_v2/imv2_e3_s3_no_gate_seed1 |
| resolved_config: |
| recipe_id: paper-supplementary-table8-v1 |
| variant: s3 |
| gate_type: no_gate |
| smooth_clip_trainable: null |
| epochs: 300 |
| final_epoch_only: true |
| raw_clip_zero_weight_decay: true |
| - task_id: imv2_e3_s3_no_gate_seed2 |
| experiment: E3 |
| model: s3 |
| gate: no_gate |
| seed: 2 |
| config_path: configs/e3_gate/imagenet_gmnet_s3_no_gate.yaml |
| deploy_group: imagenet_v2/confirmatory |
| phase: phase_2_replication |
| role: confirmatory_replication |
| depends_on: |
| - imv2_e3_s3_no_gate_seed0 |
| external_prerequisites: [] |
| status: held |
| submission_allowed: false |
| deploy_path: imagenet_v2/confirmatory/imv2_e3_s3_no_gate_seed2.yaml |
| job_name: gmnet-imv2-e3-s3-no-gate-seed2 |
| eta_class: '>12h' |
| runner: imagenet_classification |
| data_root: /tmp/gmnet_data/imagenet-1k |
| output_dir: /nfs/ywang29/GmNet/runs/imagenet_v2/imv2_e3_s3_no_gate_seed2 |
| resolved_config: |
| recipe_id: paper-supplementary-table8-v1 |
| variant: s3 |
| gate_type: no_gate |
| smooth_clip_trainable: null |
| epochs: 300 |
| final_epoch_only: true |
| raw_clip_zero_weight_decay: true |
| - task_id: imv2_e3_s3_smooth_fixed_c6_seed0 |
| experiment: E3 |
| model: s3 |
| gate: smooth_clipped_self_fixed_c6 |
| seed: 0 |
| config_path: configs/e3_gate/imagenet_gmnet_s3_smooth_fixed_c6.yaml |
| deploy_group: imagenet_v2/diagnostics |
| phase: phase_3_diagnostics |
| role: fixed_smooth_control |
| depends_on: |
| - imv2_e3_s3_smooth_corrected_seed0 |
| external_prerequisites: [] |
| status: held |
| submission_allowed: false |
| deploy_path: imagenet_v2/diagnostics/imv2_e3_s3_smooth_fixed_c6_seed0.yaml |
| job_name: gmnet-imv2-e3-s3-smooth-fixed-c6-seed0 |
| eta_class: '>12h' |
| runner: imagenet_classification |
| data_root: /tmp/gmnet_data/imagenet-1k |
| output_dir: /nfs/ywang29/GmNet/runs/imagenet_v2/imv2_e3_s3_smooth_fixed_c6_seed0 |
| resolved_config: |
| recipe_id: paper-supplementary-table8-v1 |
| variant: s3 |
| gate_type: smooth_clipped_self |
| smooth_clip_trainable: false |
| epochs: 300 |
| final_epoch_only: true |
| raw_clip_zero_weight_decay: true |
| - task_id: imv2_e0_s3_release_paperbn_seed0 |
| experiment: E0 |
| model: s3 |
| gate: relu6_self |
| seed: 0 |
| config_path: configs/e0_baseline/imagenet_gmnet_s3_release_paper_bn.yaml |
| deploy_group: imagenet_v2/recipe_audits |
| phase: phase_4_recipe_audit |
| role: conditional_recipe_audit |
| depends_on: |
| - imv2_e0_s3_relu6_seed0 |
| external_prerequisites: [] |
| status: conditional |
| submission_allowed: false |
| condition: anchor_technical_qc passes but anchor_accuracy_sanity misses its explicit [78.8, 79.8] operational window; interpret this as an approximate recipe-bundle sensitivity audit, not a release-exact reproduction |
| deploy_path: imagenet_v2/recipe_audits/imv2_e0_s3_release_paperbn_seed0.yaml |
| job_name: gmnet-imv2-e0-s3-release-paperbn-seed0 |
| eta_class: '>12h' |
| runner: imagenet_classification |
| data_root: /tmp/gmnet_data/imagenet-1k |
| output_dir: /nfs/ywang29/GmNet/runs/imagenet_v2/imv2_e0_s3_release_paperbn_seed0 |
| resolved_config: |
| recipe_id: release-readme-legacy-audit-only |
| variant: s3 |
| gate_type: relu6_self |
| smooth_clip_trainable: null |
| epochs: 310 |
| final_epoch_only: true |
| raw_clip_zero_weight_decay: true |
| - task_id: imv2_e0_s3_release_fullbn_seed0 |
| experiment: E0 |
| model: s3 |
| gate: relu6_self |
| seed: 0 |
| config_path: configs/e0_baseline/imagenet_gmnet_s3_release_historical_full_bn.yaml |
| deploy_group: imagenet_v2/recipe_audits |
| phase: phase_4_recipe_audit |
| role: conditional_recipe_audit |
| depends_on: |
| - imv2_e0_s3_release_paperbn_seed0 |
| external_prerequisites: [] |
| status: conditional |
| submission_allowed: false |
| condition: the release-paper-BN recipe-bundle audit remains outside the explicit reproduction tolerance after technical review; run this matched release-full-BN audit to test, not presume, a topology contribution |
| deploy_path: imagenet_v2/recipe_audits/imv2_e0_s3_release_fullbn_seed0.yaml |
| job_name: gmnet-imv2-e0-s3-release-fullbn-seed0 |
| eta_class: '>12h' |
| runner: imagenet_classification |
| data_root: /tmp/gmnet_data/imagenet-1k |
| output_dir: /nfs/ywang29/GmNet/runs/imagenet_v2/imv2_e0_s3_release_fullbn_seed0 |
| resolved_config: |
| recipe_id: release-readme-legacy-audit-only |
| variant: s3 |
| gate_type: relu6_self |
| smooth_clip_trainable: null |
| epochs: 310 |
| final_epoch_only: true |
| raw_clip_zero_weight_decay: true |
| - task_id: imv2_e5_s1_relu6_seed0 |
| experiment: E5 |
| model: s1 |
| gate: relu6_self |
| seed: 0 |
| config_path: configs/e5_scaling/imagenet_gmnet_s1.yaml |
| deploy_group: imagenet_v2/scaling |
| phase: phase_3_diagnostics |
| role: scaling_context |
| depends_on: |
| - imv2_e0_s3_relu6_seed0 |
| external_prerequisites: [] |
| status: held |
| submission_allowed: false |
| deploy_path: imagenet_v2/scaling/imv2_e5_s1_relu6_seed0.yaml |
| job_name: gmnet-imv2-e5-s1-relu6-seed0 |
| eta_class: '>12h' |
| runner: imagenet_classification |
| data_root: /tmp/gmnet_data/imagenet-1k |
| output_dir: /nfs/ywang29/GmNet/runs/imagenet_v2/imv2_e5_s1_relu6_seed0 |
| resolved_config: |
| recipe_id: paper-supplementary-table8-v1 |
| variant: s1 |
| gate_type: relu6_self |
| smooth_clip_trainable: null |
| epochs: 300 |
| final_epoch_only: true |
| raw_clip_zero_weight_decay: true |
| - task_id: imv2_e5_s2_relu6_seed0 |
| experiment: E5 |
| model: s2 |
| gate: relu6_self |
| seed: 0 |
| config_path: configs/e0_baseline/imagenet_gmnet_s2.yaml |
| deploy_group: imagenet_v2/scaling |
| phase: phase_3_diagnostics |
| role: scaling_context |
| depends_on: |
| - imv2_e0_s3_relu6_seed0 |
| external_prerequisites: [] |
| status: held |
| submission_allowed: false |
| deploy_path: imagenet_v2/scaling/imv2_e5_s2_relu6_seed0.yaml |
| job_name: gmnet-imv2-e5-s2-relu6-seed0 |
| eta_class: '>12h' |
| runner: imagenet_classification |
| data_root: /tmp/gmnet_data/imagenet-1k |
| output_dir: /nfs/ywang29/GmNet/runs/imagenet_v2/imv2_e5_s2_relu6_seed0 |
| resolved_config: |
| recipe_id: paper-supplementary-table8-v1 |
| variant: s2 |
| gate_type: relu6_self |
| smooth_clip_trainable: null |
| epochs: 300 |
| final_epoch_only: true |
| raw_clip_zero_weight_decay: true |
| - task_id: imv2_e5_s4_relu6_seed0 |
| experiment: E5 |
| model: s4 |
| gate: relu6_self |
| seed: 0 |
| config_path: configs/e5_scaling/imagenet_gmnet_s4.yaml |
| deploy_group: imagenet_v2/scaling |
| phase: phase_3_diagnostics |
| role: scaling_context |
| depends_on: |
| - imv2_e0_s3_relu6_seed0 |
| external_prerequisites: [] |
| status: held |
| submission_allowed: false |
| deploy_path: imagenet_v2/scaling/imv2_e5_s4_relu6_seed0.yaml |
| job_name: gmnet-imv2-e5-s4-relu6-seed0 |
| eta_class: '>12h' |
| runner: imagenet_classification |
| data_root: /tmp/gmnet_data/imagenet-1k |
| output_dir: /nfs/ywang29/GmNet/runs/imagenet_v2/imv2_e5_s4_relu6_seed0 |
| resolved_config: |
| recipe_id: paper-supplementary-table8-v1 |
| variant: s4 |
| gate_type: relu6_self |
| smooth_clip_trainable: null |
| epochs: 300 |
| final_epoch_only: true |
| raw_clip_zero_weight_decay: true |
|
|
