Archive complete JEPA reproduction artifacts (part 13)

.gitattributes

@@ -78,3 +78,7 @@ JEPA/artifacts/wjepa_covertype_asymmetric_sweep/logs/gpu0.log filter=lfs diff=lf
 JEPA/artifacts/wjepa_covertype_asymmetric_sweep/logs/gpu1.log filter=lfs diff=lfs merge=lfs -text
 JEPA/artifacts/wjepa_covertype_asymmetric_sweep/logs/gpu2.log filter=lfs diff=lfs merge=lfs -text
 JEPA/artifacts/wjepa_covertype_asymmetric_sweep/logs/gpu3.log filter=lfs diff=lfs merge=lfs -text
+JEPA/artifacts/wjepa_covertype_sweep/logs/gpu0.log filter=lfs diff=lfs merge=lfs -text
+JEPA/artifacts/wjepa_covertype_sweep/logs/gpu1.log filter=lfs diff=lfs merge=lfs -text
+JEPA/artifacts/wjepa_covertype_sweep/logs/gpu2.log filter=lfs diff=lfs merge=lfs -text
+JEPA/artifacts/wjepa_covertype_sweep/logs/gpu3.log filter=lfs diff=lfs merge=lfs -text

JEPA/artifacts/wjepa_covertype_sweep/covertype-sweep_shard00of04_protocol.json

@@ -0,0 +1,246 @@
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+}

JEPA/artifacts/wjepa_covertype_sweep/covertype-sweep_shard01of04_protocol.json

@@ -0,0 +1,246 @@
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+}

JEPA/artifacts/wjepa_covertype_sweep/covertype-sweep_shard02of04_protocol.json

@@ -0,0 +1,246 @@
+{
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JEPA/artifacts/wjepa_covertype_sweep/covertype-sweep_shard03of04_protocol.json

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JEPA/artifacts/wjepa_covertype_sweep/covertype/joint_sw/sw_f0.001_sx0_z0_sy0/seed_42/wjepa_joint/covertype/20260905_183754/downstream_results/resnet_covertype_downstream_results.json

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JEPA/artifacts/wjepa_covertype_sweep/covertype/joint_sw/sw_f0.0025_sx0.0001_z0.0001_sy0.0001/seed_42/comparison_complete.json

@@ -0,0 +1,22 @@
+{
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+  "spec": {
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+    "smoke": false,
+    "downstream_models": "mlp,resnet"
+  }
+}

JEPA/artifacts/wjepa_covertype_sweep/covertype/joint_sw/sw_f0.0025_sx0.0001_z0.0001_sy0.0001/seed_42/comparison_manifest.json

@@ -0,0 +1,60 @@
+{
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+    "smoke": false,
+    "downstream_models": "mlp,resnet"
+  },
+  "train_command": [
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+    "/pfss/mlde/workspaces/mlde_wsp_MGPATH/truong/JEPA/reproduction/hessian_train_vtjepa.py",
+    "--dataset",
+    "covertype",
+    "--results-root",
+    "/pfss/mlde/workspaces/mlde_wsp_MGPATH/truong/JEPA/reproduction/artifacts/wjepa_covertype_sweep/covertype/joint_sw/sw_f0.0025_sx0.0001_z0.0001_sy0.0001/seed_42",
+    "--epochs",
+    "500",
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+    "--model-selection",
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+    "--deterministic-mode",
+    "warn",
+    "--sw-include-marginals"
+  ]
+}

JEPA/artifacts/wjepa_covertype_sweep/covertype/joint_sw/sw_f0.0025_sx0.0001_z0.0001_sy0.0001/seed_42/paper_alignment_manifest.json

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+{
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JEPA/artifacts/wjepa_covertype_sweep/covertype/joint_sw/sw_f0.0025_sx0.0001_z0.0001_sy0.0001/seed_42/wjepa_joint/covertype/20260905_200355/downstream_results/mlp_covertype_downstream_results.json

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JEPA/artifacts/wjepa_covertype_sweep/covertype/joint_sw/sw_f0.0025_sx0.0001_z0.0001_sy0.0001/seed_42/wjepa_joint/covertype/20260905_200355/downstream_results/resnet_covertype_downstream_results.json

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+}

JEPA/artifacts/wjepa_covertype_sweep/covertype/joint_sw/sw_f0.0025_sx0.00025_z0.00025_sy0.00025/seed_42/comparison_manifest.json

@@ -0,0 +1,60 @@
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+    "/pfss/mlde/workspaces/mlde_wsp_MGPATH/truong/JEPA/reproduction/hessian_train_vtjepa.py",
+    "--dataset",
+    "covertype",
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+    "/pfss/mlde/workspaces/mlde_wsp_MGPATH/truong/JEPA/reproduction/artifacts/wjepa_covertype_sweep/covertype/joint_sw/sw_f0.0025_sx0.00025_z0.00025_sy0.00025/seed_42",
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+    "warn",
+    "--sw-include-marginals"
+  ]
+}

JEPA/artifacts/wjepa_covertype_sweep/covertype/joint_sw/sw_f0.0025_sx0.00025_z0.00025_sy0.00025/seed_42/paper_alignment_manifest.json

@@ -0,0 +1,201 @@
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JEPA/artifacts/wjepa_covertype_sweep/covertype/joint_sw/sw_f0.0025_sx0.00025_z0.00025_sy0.00025/seed_42/wjepa_joint/covertype/20260905_203718/downstream_results/mlp_covertype_downstream_results.json

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JEPA/artifacts/wjepa_covertype_sweep/covertype/joint_sw/sw_f0.0025_sx0.00025_z0.00025_sy0.00025/seed_42/wjepa_joint/covertype/20260905_203718/downstream_results/resnet_covertype_downstream_results.json

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+    "/pfss/mlde/workspaces/mlde_wsp_MGPATH/truong/JEPA/reproduction/artifacts/wjepa_covertype_sweep/covertype/joint_sw/sw_f0.0025_sx0.0005_z0.0005_sy0.0005/seed_42",
+    "--epochs",
+    "500",
+    "--objective",
+    "w_jepa_joint",
+    "--sw-full-end-weight",
+    "0.0025",
+    "--torch-seed",
+    "42",
+    "--np-seed",
+    "42",
+    "--mask-seed",
+    "0",
+    "--sw-seed",
+    "0",
+    "--sw-full-num-projections",
+    "2048",
+    "--sw-marginal-num-projections",
+    "1024",
+    "--sw-p",
+    "2",
+    "--sw-s-x-end-weight",
+    "0.0005",
+    "--sw-z-end-weight",
+    "0.0005",
+    "--sw-s-y-end-weight",
+    "0.0005",
+    "--model-selection",
+    "filtered_20",
+    "--deterministic-mode",
+    "warn",
+    "--sw-include-marginals"
+  ]
+}

JEPA/artifacts/wjepa_covertype_sweep/covertype/joint_sw/sw_f0.0025_sx0.0005_z0.0005_sy0.0005/seed_42/paper_alignment_manifest.json

@@ -0,0 +1,201 @@
+{
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+    "src/sliced_wasserstein.py": "a85be4c6433b3f3790cac2a6b8763803c80076715a39b554fd84079c2028bdf0"
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+    "numpy": 42,
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+    "sliced_wasserstein": 0
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+    "src.run_vtjepa",
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+    "/pfss/mlde/workspaces/mlde_wsp_MGPATH/truong/JEPA/baselines/Var-T-JEPA/datasets/subset_views/size_10000",
+    "--batch_size",
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+    "--model_dim_hidden",
+    "64",
+    "--model_dim_feedforward",
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+    "--model_num_layers",
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+    "--model_num_heads",
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+    "--vtjepa_kl_x_end_weight",
+    "1e-06",
+    "--vtjepa_kl_x_annealing_epochs",
+    "60",
+    "--vtjepa_kl_z_start_weight",
+    "0",
+    "--vtjepa_kl_z_end_weight",
+    "1e-05",
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+    "--deterministic_mode",
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+    "--safe_exit",
+    "false"
+  ]
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JEPA/artifacts/wjepa_covertype_sweep/covertype/joint_sw/sw_f0.0025_sx0.0005_z0.0005_sy0.0005/seed_42/wjepa_joint/covertype/20260905_201548/downstream_results/mlp_covertype_downstream_results.json

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JEPA/artifacts/wjepa_covertype_sweep/covertype/joint_sw/sw_f0.0025_sx0.0005_z0.0005_sy0.0005/seed_42/wjepa_joint/covertype/20260905_201548/downstream_results/resnet_covertype_downstream_results.json

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+    "-W",
+    "ignore",
+    "-m",
+    "src.run_vtjepa",
+    "--data_set",
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+    "/pfss/mlde/workspaces/mlde_wsp_MGPATH/truong/JEPA/baselines/Var-T-JEPA/datasets/subset_views/size_10000",
+    "--batch_size",
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+    "--pred_num_layers",
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+    "--pred_embed_dim",
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+    "2",
+    "--probe_representation_type",
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+    "target_posterior",
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+    "--log_tensorboard",
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+    "--vtjepa_kl_x_end_weight",
+    "1e-06",
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+    "60",
+    "--vtjepa_kl_z_start_weight",
+    "0",
+    "--vtjepa_kl_z_end_weight",
+    "1e-05",
+    "--vtjepa_kl_z_annealing_epochs",
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+    "0",
+    "--vtjepa_kl_y_end_weight",
+    "1e-06",
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+    "--vtjepa_kl_z_start_epoch",
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+    "--pooled_context_representation_size_for_target_posterior",
+    "1",
+    "--pooled_context_representation_size_for_auxiliary_encoder",
+    "1",
+    "--sigma_aggregation",
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+    "--model_selection",
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+    "--jepa_objective",
+    "w_jepa_joint",
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+    "0.0025",
+    "--wjepa_joint_start_epoch",
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+    "--sw_marginal_num_projections",
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+    "--sw_seed",
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+    "--deterministic_mode",
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+    "--random",
+    "false",
+    "--safe_exit",
+    "false"
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+}

JEPA/artifacts/wjepa_covertype_sweep/covertype/joint_sw/sw_f0.0025_sx0.001_z0.001_sy0.001/seed_42/wjepa_joint/covertype/20260905_201916/downstream_results/autoint_covertype_downstream_results.json

@@ -0,0 +1,568 @@
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JEPA/artifacts/wjepa_covertype_sweep/covertype/joint_sw/sw_f0.0025_sx0.001_z0.001_sy0.001/seed_42/wjepa_joint/covertype/20260905_201916/downstream_results/dcnv2_covertype_downstream_results.json

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JEPA/artifacts/wjepa_covertype_sweep/covertype/joint_sw/sw_f0.0025_sx0.001_z0.001_sy0.001/seed_42/wjepa_joint/covertype/20260905_201916/downstream_results/fttransformer_covertype_downstream_results.json

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JEPA/artifacts/wjepa_covertype_sweep/covertype/joint_sw/sw_f0.0025_sx0.001_z0.001_sy0.001/seed_42/wjepa_joint/covertype/20260905_201916/downstream_results/mlp_covertype_downstream_results.json

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JEPA/artifacts/wjepa_covertype_sweep/covertype/joint_sw/sw_f0.0025_sx0.001_z0.001_sy0.001/seed_42/wjepa_joint/covertype/20260905_201916/downstream_results/resnet_covertype_downstream_results.json

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+wjepa_marginal_start_scale: 0.0
+wjepa_s_x_annealing_epochs: 30
+wjepa_s_x_end_scale: 1.0
+wjepa_s_x_start_epoch: 0
+wjepa_s_x_start_scale: 0.0
+wjepa_s_y_annealing_epochs: 30
+wjepa_s_y_end_scale: 1.0
+wjepa_s_y_start_epoch: 0
+wjepa_s_y_start_scale: 0.0
+wjepa_z_annealing_epochs: 30
+wjepa_z_end_scale: 1.0
+wjepa_z_start_epoch: 0
+wjepa_z_start_scale: 0.0

JEPA/artifacts/wjepa_covertype_sweep/covertype/joint_sw/sw_f0.0025_sx0.002_z0.002_sy0.002/seed_42/comparison_complete.json

@@ -0,0 +1,22 @@
+{
+  "completed_at_utc": "2026-09-05T20:55:45.083901+00:00",
+  "spec": {
+    "dataset": "covertype",
+    "objective": "w_jepa_joint",
+    "torch_seed": 42,
+    "np_seed": 42,
+    "mask_seed": 0,
+    "sw_seed": 0,
+    "sw_full_num_projections": 2048,
+    "sw_marginal_num_projections": 1024,
+    "sw_p": 2,
+    "sw_include_marginals": true,
+    "sw_s_x_weight": 0.002,
+    "sw_z_weight": 0.002,
+    "sw_s_y_weight": 0.002,
+    "lambda_joint": 0.0025,
+    "epochs": 500,
+    "smoke": false,
+    "downstream_models": "mlp,resnet"
+  }
+}