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@@ -96,3 +96,4 @@ p5-mae-base-d200/wandb/run-20260818_162312-phase5-p5-mae-base-d200/run-phase5-p5
 p5-mae-base-d202/wandb/run-20260818_165730-phase5-p5-mae-base-d202/run-phase5-p5-mae-base-d202.wandb filter=lfs diff=lfs merge=lfs -text
 p5-mae-base-d203/wandb/run-20260818_170209-phase5-p5-mae-base-d203/run-phase5-p5-mae-base-d203.wandb filter=lfs diff=lfs merge=lfs -text
 p5-mae-base-d206/wandb/run-20260818_170328-phase5-p5-mae-base-d206/run-phase5-p5-mae-base-d206.wandb filter=lfs diff=lfs merge=lfs -text
+p5-mae-base-d210/wandb/run-20260818_170518-phase5-p5-mae-base-d210/run-phase5-p5-mae-base-d210.wandb filter=lfs diff=lfs merge=lfs -text

p5-mae-base-d210/config.yaml

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+model:
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+  depth: 12
+  num_heads: 12
+  mlp_ratio: 4
+  target_frames: 1024
+  mel_bins: 64
+  patch_time: 16
+  patch_freq: 16
+  decoder_layers: 6
+  decoder_groups: 16
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+  mae_norm_pix: true
+  num_classes: 527
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+  average_top_k_layers: 0
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+  normalize_utterance_target: false
+  ema_decay: 0.9998
+  ema_end_decay: 0.99999
+  ema_anneal_steps: null
+data:
+  data_dir: /workspace/data/asmel_flat
+  train_split: train
+  val_split: balanced_train
+  revision: ''
+  batch_size: 24
+  num_workers: 12
+  prefetch_factor: 4
+  pin_memory: true
+  persistent_workers: true
+  drop_last: true
+  seed: 0
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+loop:
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+  gradient_accumulation_steps: 2
+  precision: bfloat16
+  compile: true
+  compile_mode: default
+  log_every_n_steps: 20
+  heartbeat_every_n_steps: 50
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+eval:
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+  every_n_steps: 1000
+  num_clips: 2048
+  mask_seed: 12345
+  batch_size: 48
+checkpoint:
+  save_every_n_steps: 5000
+  export_every_n_steps: 5000
+  keep_last_n_exports: 0
+tracking:
+  campaign_id: phase5
+  trial_id: p5-mae-base-d210
+  wandb_project: mixture-transfer
+  wandb_entity: null
+  wandb_mode: online
+  wandb_run_id: null
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+  hub_private: false
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p5-mae-base-d210/exports/step_00005000/config.yaml

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+model:
+  embed_dim: 768
+  depth: 12
+  num_heads: 12
+  mlp_ratio: 4
+  target_frames: 1024
+  mel_bins: 64
+  patch_time: 16
+  patch_freq: 16
+  decoder_layers: 6
+  decoder_groups: 16
+  decoder_kernel: 3
+objective:
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+  normalize_utterance_target: false
+  ema_decay: 0.9998
+  ema_end_decay: 0.99999
+  ema_anneal_steps: null
+data:
+  data_dir: /workspace/data/asmel_flat
+  train_split: train
+  val_split: balanced_train
+  revision: ''
+  batch_size: 24
+  num_workers: 12
+  prefetch_factor: 4
+  pin_memory: true
+  persistent_workers: true
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+  heartbeat_every_n_steps: 50
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+eval:
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+  every_n_steps: 1000
+  num_clips: 2048
+  mask_seed: 12345
+  batch_size: 48
+checkpoint:
+  save_every_n_steps: 5000
+  export_every_n_steps: 5000
+  keep_last_n_exports: 0
+tracking:
+  campaign_id: phase5
+  trial_id: p5-mae-base-d210
+  wandb_project: mixture-transfer
+  wandb_entity: null
+  wandb_mode: online
+  wandb_run_id: null
+  hub_repo_id: null
+  hub_private: false
+  hub_upload: false
+runtime:
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p5-mae-base-d210/exports/step_00005000/probe.json

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p5-mae-base-d210/exports/step_00010000/config.yaml

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+  trial_id: p5-mae-base-d210
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p5-mae-base-d210/exports/step_00015000/config.yaml

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+model:
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+  mel_bins: 64
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+  ema_anneal_steps: null
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+  train_split: train
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+  revision: ''
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+  prefetch_factor: 4
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+  persistent_workers: true
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+  seed: 0
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+  batch_size: 48
+checkpoint:
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+  export_every_n_steps: 5000
+  keep_last_n_exports: 0
+tracking:
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+  trial_id: p5-mae-base-d210
+  wandb_project: mixture-transfer
+  wandb_entity: null
+  wandb_mode: online
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p5-mae-base-d210/exports/step_00015000/probe.json

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p5-mae-base-d210/exports/step_00020000/config.yaml

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+model:
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+  revision: ''
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+  trial_id: p5-mae-base-d210
+  wandb_project: mixture-transfer
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p5-mae-base-d210/exports/step_00025000/config.yaml

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+model:
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+  depth: 12
+  num_heads: 12
+  mlp_ratio: 4
+  target_frames: 1024
+  mel_bins: 64
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+  decoder_layers: 6
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+  normalize_utterance_target: false
+  ema_decay: 0.9998
+  ema_end_decay: 0.99999
+  ema_anneal_steps: null
+data:
+  data_dir: /workspace/data/asmel_flat
+  train_split: train
+  val_split: balanced_train
+  revision: ''
+  batch_size: 24
+  num_workers: 12
+  prefetch_factor: 4
+  pin_memory: true
+  persistent_workers: true
+  drop_last: true
+  seed: 0
+  max_shards: 0
+mixture:
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+  compile: true
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+  log_every_n_steps: 20
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+eval:
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+  every_n_steps: 1000
+  num_clips: 2048
+  mask_seed: 12345
+  batch_size: 48
+checkpoint:
+  save_every_n_steps: 5000
+  export_every_n_steps: 5000
+  keep_last_n_exports: 0
+tracking:
+  campaign_id: phase5
+  trial_id: p5-mae-base-d210
+  wandb_project: mixture-transfer
+  wandb_entity: null
+  wandb_mode: online
+  wandb_run_id: null
+  hub_repo_id: null
+  hub_private: false
+  hub_upload: false
+runtime:
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+  deterministic: false
+  allow_tf32: true

p5-mae-base-d210/exports/step_00025000/probe.json

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p5-mae-base-d210/exports/step_00030000/config.yaml

@@ -0,0 +1,112 @@
+model:
+  embed_dim: 768
+  depth: 12
+  num_heads: 12
+  mlp_ratio: 4
+  target_frames: 1024
+  mel_bins: 64
+  patch_time: 16
+  patch_freq: 16
+  decoder_layers: 6
+  decoder_groups: 16
+  decoder_kernel: 3
+objective:
+  kind: mae
+  mae_norm_pix: true
+  num_classes: 527
+  clone_batch: 1
+  mask_prob: 0.8
+  mask_length: 5
+  mask_prob_adjust: 0.07
+  average_top_k_layers: 0
+  utterance_weight: 1.0
+  normalize_utterance_target: false
+  ema_decay: 0.9998
+  ema_end_decay: 0.99999
+  ema_anneal_steps: null
+data:
+  data_dir: /workspace/data/asmel_flat
+  train_split: train
+  val_split: balanced_train
+  revision: ''
+  batch_size: 24
+  num_workers: 12
+  prefetch_factor: 4
+  pin_memory: true
+  persistent_workers: true
+  drop_last: true
+  seed: 0
+  max_shards: 0
+mixture:
+  cluster_index: /workspace/data/asmel_flat/train_cluster_index.npy
+  distributions: null
+  dist_id: null
+  weights:
+  - 0.0
+  - 0.0
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+  - 0.105255859375
+  - 0.0
+  repetition_cap: 1000.0
+  distinct_fraction: null
+optim:
+  lr: 0.0001
+  betas:
+  - 0.9
+  - 0.95
+  eps: 1.0e-08
+  weight_decay: 0.05
+  clip_norm: 4.0
+  warmup_frac: 0.1
+  min_lr_scale: 0.002
+loop:
+  budget_clips: 1920000
+  schedule_clips: null
+  gradient_accumulation_steps: 2
+  precision: bfloat16
+  compile: true
+  compile_mode: default
+  log_every_n_steps: 20
+  heartbeat_every_n_steps: 50
+  max_steps: null
+eval:
+  enabled: true
+  every_n_steps: 1000
+  num_clips: 2048
+  mask_seed: 12345
+  batch_size: 48
+checkpoint:
+  save_every_n_steps: 5000
+  export_every_n_steps: 5000
+  keep_last_n_exports: 0
+tracking:
+  campaign_id: phase5
+  trial_id: p5-mae-base-d210
+  wandb_project: mixture-transfer
+  wandb_entity: null
+  wandb_mode: online
+  wandb_run_id: null
+  hub_repo_id: null
+  hub_private: false
+  hub_upload: false
+runtime:
+  seed: 0
+  data_loader_seed: null
+  objective_seed: null
+  deterministic: false
+  allow_tf32: true

p5-mae-base-d210/exports/step_00030000/probe.json

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p5-mae-base-d210/exports/step_00035000/config.yaml

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+model:
+  embed_dim: 768
+  depth: 12
+  num_heads: 12
+  mlp_ratio: 4
+  target_frames: 1024
+  mel_bins: 64
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p5-mae-base-d210/exports/step_00040000/config.yaml

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+model:
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+  mel_bins: 64
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+  normalize_utterance_target: false
+  ema_decay: 0.9998
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+  ema_anneal_steps: null
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+  train_split: train
+  val_split: balanced_train
+  revision: ''
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+  prefetch_factor: 4
+  pin_memory: true
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+  batch_size: 48
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+  export_every_n_steps: 5000
+  keep_last_n_exports: 0
+tracking:
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+  trial_id: p5-mae-base-d210
+  wandb_project: mixture-transfer
+  wandb_entity: null
+  wandb_mode: online
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p5-mae-base-d210/wandb/run-20260818_170518-phase5-p5-mae-base-d210/files/config.yaml

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p5-mae-base-d210/wandb/run-20260818_170518-phase5-p5-mae-base-d210/files/requirements.txt

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p5-mae-base-d210/wandb/run-20260818_170518-phase5-p5-mae-base-d210/files/wandb-metadata.json

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+    "/workspace/runs/p5-mae-base-d210",
+    "--config",
+    "configs/base.yaml",
+    "--config",
+    "configs/scale_base.yaml",
+    "--config",
+    "configs/budget_40k.yaml",
+    "--config",
+    "configs/obj_mae.yaml",
+    "--set",
+    "optim.lr=1.0e-4",
+    "--set",
+    "runtime.seed=0",
+    "--set",
+    "mixture.cluster_index=/workspace/data/asmel_flat/train_cluster_index.npy",
+    "--set",
+    "mixture.weights=[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.45984375, 0.0, 0.001798828125, 0.0, 0.0, 0.0, 0.4331015625, 0.0, 0.0, 0.0, 0.0, 0.0, 0.105255859375, 0.0]",
+    "--set",
+    "tracking.campaign_id=phase5",
+    "--set",
+    "tracking.trial_id=p5-mae-base-d210",
+    "--set",
+    "tracking.wandb_project=mixture-transfer"
+  ],
+  "program": "-m eatmap.cli.pretrain",
+  "git": {
+    "commit": "c3ed4f7086fd770b27c6d2c9980eb6b06ad4a3da"
+  },
+  "email": "luequinn@gmail.com",
+  "root": "/workspace/runs/p5-mae-base-d210",
+  "host": "ed94ef2c39aa",
+  "executable": "/venv/main/bin/python",
+  "cpu_count": 112,
+  "cpu_count_logical": 224,
+  "gpu": "NVIDIA GeForce RTX 4090",
+  "gpu_count": 8,
+  "disk": {
+    "/": {
+      "total": "549755813888",
+      "used": "329510748160"
+    }
+  },
+  "memory": {
+    "total": "540803837952"
+  },
+  "gpu_nvidia": [
+    {
+      "name": "NVIDIA GeForce RTX 4090",
+      "memoryTotal": "25757220864",
+      "cudaCores": 16384,
+      "architecture": "Ada",
+      "uuid": "GPU-e953afa7-1257-d569-95ea-b1eaea8d26c6"
+    },
+    {
+      "name": "NVIDIA GeForce RTX 4090",
+      "memoryTotal": "25757220864",
+      "cudaCores": 16384,
+      "architecture": "Ada",
+      "uuid": "GPU-008b9ed1-b1a3-2de2-12bb-eddf323625d3"
+    },
+    {
+      "name": "NVIDIA GeForce RTX 4090",
+      "memoryTotal": "25757220864",
+      "cudaCores": 16384,
+      "architecture": "Ada",
+      "uuid": "GPU-0c1a8517-a56e-66e6-c91a-297dbd059b0e"
+    },
+    {
+      "name": "NVIDIA GeForce RTX 4090",
+      "memoryTotal": "25757220864",
+      "cudaCores": 16384,
+      "architecture": "Ada",
+      "uuid": "GPU-338ffd2f-eca1-e50f-fd79-a10706d991e2"
+    },
+    {
+      "name": "NVIDIA GeForce RTX 4090",
+      "memoryTotal": "25757220864",
+      "cudaCores": 16384,
+      "architecture": "Ada",
+      "uuid": "GPU-0b498470-e696-0ceb-43c2-53b31f6448e8"
+    },
+    {
+      "name": "NVIDIA GeForce RTX 4090",
+      "memoryTotal": "25757220864",
+      "cudaCores": 16384,
+      "architecture": "Ada",
+      "uuid": "GPU-fc644027-042c-f6f4-7636-2a9b4ffb3f8e"
+    },
+    {
+      "name": "NVIDIA GeForce RTX 4090",
+      "memoryTotal": "25757220864",
+      "cudaCores": 16384,
+      "architecture": "Ada",
+      "uuid": "GPU-b86c050f-5196-4a9c-bbb5-d078a0818244"
+    },
+    {
+      "name": "NVIDIA GeForce RTX 4090",
+      "memoryTotal": "25757220864",
+      "cudaCores": 16384,
+      "architecture": "Ada",
+      "uuid": "GPU-472ff6a0-ffd0-311b-0cd9-6e0b4ca76c3c"
+    }
+  ],
+  "cudaVersion": "13.0",
+  "writerId": "p9avqx6mcktl124adyyop4t4hna48tlz"
+}

p5-mae-base-d210/wandb/run-20260818_170518-phase5-p5-mae-base-d210/files/wandb-summary.json

@@ -0,0 +1 @@
+{"_step":40000,"decoder_params":2585856,"train/lr":2.0000019000511308e-07,"progress/clips_seen":1920000,"final_ema_decay":0.9999899952500001,"perf/peak_gib":2.0947370529174805,"final_step":40000,"clips_seen":1920000,"train/frame_loss":0.7038721442222595,"total_params":88035328,"optimizer_step":40000,"train/utterance_loss":0,"trainable_params":88035328,"progress/epoch_frac":1.0041714957552834,"final_lr":2.0000019000511308e-07,"_runtime":1632.379255391,"budget_clips":1920000,"val/frame":0.6328379241749644,"perf/clips_per_s":1279.5108737761045,"ema_anneal_steps":40000,"val/utterance":0,"_timestamp":1.7870743521078053e+09,"train/grad_norm":0.13481242954730988,"train/loss":0.7038721442222595,"total_steps":40000,"perf/data_wait_frac":0.00245395666147549,"schedule_steps":40000,"peak_gib":2.0947370529174805,"_wandb":{"runtime":1632},"train/ema_decay":0.99999,"warmup_steps":4000,"completed":true,"clips_per_step":48,"val/loss":0.6328379241749644,"max_repetition":7.5,"encoder_params":85252608}

p5-mae-base-d210/wandb/run-20260818_170518-phase5-p5-mae-base-d210/logs/debug-core.log

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+{"time":"2026-08-18T17:18:19.241696936Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": net/http: request canceled (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:18:28.043649857Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": net/http: request canceled (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:18:31.674162076Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": net/http: request canceled (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:18:49.241919962Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
+{"time":"2026-08-18T17:18:58.043845577Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": net/http: request canceled (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:19:01.674551218Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: context deadline exceeded: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
+{"time":"2026-08-18T17:19:19.242249567Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
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+{"time":"2026-08-18T17:19:31.674833798Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": net/http: request canceled (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:19:49.242869876Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
+{"time":"2026-08-18T17:19:58.044760506Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: context deadline exceeded: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
+{"time":"2026-08-18T17:20:19.24372603Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
+{"time":"2026-08-18T17:20:20.568924238Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:20:28.045771862Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": net/http: request canceled (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:20:49.244304877Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: context deadline exceeded: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
+{"time":"2026-08-18T17:20:50.569018245Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
+{"time":"2026-08-18T17:21:09.793442749Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": net/http: request canceled (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:21:19.245494322Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": net/http: request canceled (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:21:20.569781092Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
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+{"time":"2026-08-18T17:21:49.24660949Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": net/http: request canceled (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:21:50.570293427Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": net/http: request canceled (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:22:09.795454382Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": net/http: request canceled (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:22:19.247432379Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
+{"time":"2026-08-18T17:22:20.571467283Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: context deadline exceeded: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
+{"time":"2026-08-18T17:22:39.796164452Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
+{"time":"2026-08-18T17:22:49.248304978Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": net/http: request canceled (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:22:50.572094996Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": net/http: request canceled (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:23:09.797112476Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
+{"time":"2026-08-18T17:23:19.249320976Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: body: upstream connect error or disconnect/reset before headers. reset reason: connection timeout"}
+{"time":"2026-08-18T17:23:20.572566503Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
+{"time":"2026-08-18T17:23:39.798253898Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
+{"time":"2026-08-18T17:23:49.249952297Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": net/http: request canceled (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:23:50.573175445Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": net/http: request canceled (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:24:09.798397636Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: context deadline exceeded: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
+{"time":"2026-08-18T17:24:19.250507356Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:24:20.573697451Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
+{"time":"2026-08-18T17:24:39.7994566Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
+{"time":"2026-08-18T17:24:49.250788606Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": net/http: request canceled (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:24:50.574249446Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
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+{"time":"2026-08-18T17:25:19.251860887Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": net/http: request canceled (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:25:20.574439652Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded (Client.Timeout exceeded while awaiting headers)"}
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+{"time":"2026-08-18T17:25:49.252452444Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
+{"time":"2026-08-18T17:25:50.575234553Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
+{"time":"2026-08-18T17:26:09.80206987Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": net/http: request canceled (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:26:19.25343394Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
+{"time":"2026-08-18T17:26:20.575625488Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: context deadline exceeded: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
+{"time":"2026-08-18T17:26:39.802758297Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
+{"time":"2026-08-18T17:26:50.576106452Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
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+{"time":"2026-08-18T17:27:50.576787105Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": net/http: request canceled (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:28:09.805020612Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": net/http: request canceled (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:28:20.577408228Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": net/http: request canceled (Client.Timeout exceeded while awaiting headers)"}
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+{"time":"2026-08-18T17:28:50.578168389Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
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+{"time":"2026-08-18T17:29:20.578780159Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": net/http: request canceled (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:29:39.807123154Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
+{"time":"2026-08-18T17:29:50.580430821Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": net/http: request canceled (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:30:09.807826768Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
+{"time":"2026-08-18T17:30:20.5814574Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": net/http: request canceled (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:30:39.808481044Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
+{"time":"2026-08-18T17:30:50.537772886Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: reader collect and export timeout: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded (Client.Timeout exceeded while awaiting headers)"}
+{"time":"2026-08-18T17:30:50.582279471Z","level":"ERROR","msg":"analytics: failed to send telemetry to backend proxy","error":"failed to upload metrics: context deadline exceeded: retry-able request failure: Post \"https://api.wandb.ai/sdk/otel/v1/metrics\": context deadline exceeded"}
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