gmnet/deploy/task_matrix.yaml

# Generated by journal_exp/scripts/generate_deploy.py; do not edit.
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