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profile qwenoft/1x-rtx3090/asterix/instance_d907cdaf680040e0 from 20260924T110210301668Z

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5
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6
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7
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10
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+ repo_id: latency-sensitive-bench/benchmark-models
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+ path_in_repo: zero-latency/asterix/vla/starvla-qwenoft-h1/asterix-qwenoft-hist8-zero-s42-v1
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+ revision: 15c9cd4ab12215ccbcef74a8cd4d051d8e3aae3f
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runs/qwenoft/1x-rtx3090/asterix/instance_d907cdaf680040e0/20260924T110210301668Z/sessions/0/warmup_pipeline_profile.jsonl ADDED
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4
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5
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6
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7
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8
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runs/qwenoft/1x-rtx3090/asterix/instance_d907cdaf680040e0/20260924T110210301668Z/sessions/1/resolved_config.yaml ADDED
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+ experiment:
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+ name: starvla_asterix_zero_latency_eval
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+ seed: 42
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+ backend:
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+ type: sample_factory
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+ algo: APPO
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+ device: cuda
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+ train_dir: results/sample_factory
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+ restart_behavior: resume
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+ run_mode: eval
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+ extra_args:
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+ - --encoder_conv_architecture
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+ - convnet_simple
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+ executor:
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+ mode: realtime
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+ inference_devices:
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+ - cuda:0
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+ simulated_inference_pool: false
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+ simulated_worker_capacity: null
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+ env:
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+ name: gymnasium
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+ task_name: asterix
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+ env_id: LatencyBench/Asterix-v0
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+ registration_imports:
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+ - latency_bench.envs.gymnasium_asterix
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+ make_kwargs:
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+ base_env_id: ALE/Asterix-v5
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+ render_mode: rgb_array
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+ screen_size: 84
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+ noop_max: 30
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+ base_make_kwargs:
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+ obs_type: rgb
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+ frameskip: 1
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+ repeat_action_probability: 0.0
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+ full_action_space: false
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+ mode: 0
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+ difficulty: 0
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+ max_num_frames_per_episode: 108000
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+ env_fps: 60
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+ obs_fps: 15
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+ frame_stack: 1
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+ simulator: cpu
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+ terminal_on_life_loss: false
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+ clip_reward: false
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+ noop_action: noop
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+ action_map:
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+ noop: 0
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+ up: 1
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+ right: 2
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+ left: 3
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+ down: 4
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+ upright: 5
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+ upleft: 6
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+ downright: 7
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+ downleft: 8
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+ action_order:
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+ - noop
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+ - up
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+ - right
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+ - left
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+ - down
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+ - upright
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+ - upleft
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+ - downright
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+ - downleft
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+ base_prompt: 'Collect useful objects and avoid lyres. Choose exactly one action
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+ from: noop, up, right, left, down, upright, upleft, downright, downleft.'
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+ obs_resize:
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+ - 224
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+ - 224
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+ gpu_env_device: auto
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+ noop_max: 30
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+ action_history_decisions: 8
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+ latency:
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+ method: measured
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+ device: cuda:0
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+ sync_cuda: true
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+ model_id: qwenoft
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+ gpu_class: 1x-rtx3090
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+ workload_id: asterix
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+ instance_id: instance_d907cdaf680040e0
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+ scheduler:
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+ hold_policy: hold
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+ ordering_policy: issue_order_fifo
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+ policy:
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+ type: starvla
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+ actions:
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+ - noop
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+ - up
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+ - right
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+ - left
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+ - down
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+ - upright
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+ - upleft
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+ - downright
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+ - downleft
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+ checkpoint_path: /workspace/.hf_home/hub/models--latency-sensitive-bench--benchmark-models/snapshots/15c9cd4ab12215ccbcef74a8cd4d051d8e3aae3f/zero-latency/asterix/vla/starvla-qwenoft-h1/asterix-qwenoft-hist8-zero-s42-v1/checkpoints/model.pt
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+ model_config_path: /workspace/.hf_home/hub/models--latency-sensitive-bench--benchmark-models/snapshots/15c9cd4ab12215ccbcef74a8cd4d051d8e3aae3f/zero-latency/asterix/vla/starvla-qwenoft-h1/asterix-qwenoft-hist8-zero-s42-v1/config.yaml
99
+ task_manifest_path: /workspace/.hf_home/hub/models--latency-sensitive-bench--benchmark-models/snapshots/15c9cd4ab12215ccbcef74a8cd4d051d8e3aae3f/zero-latency/asterix/vla/starvla-qwenoft-h1/asterix-qwenoft-hist8-zero-s42-v1/manifest.json
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+ device: cuda
101
+ unnorm_key: new_embodiment
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+ prompt_mode: latency_neutral
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+ action_layout: discrete_9
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+ state_source: transport
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+ backbone_path: /workspace/.hf_home/hub/models--Qwen--Qwen3-VL-4B-Instruct/snapshots/ebb281ec70b05090aa6165b016eac8ec08e71b17
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+ checkpoint_kind: best
107
+ action_prefix:
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+ mode: none
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+ training:
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+ train_for_env_steps: 1000000
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+ num_workers: 4
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+ num_envs_per_worker: 16
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+ worker_num_splits: 1
114
+ num_policies: 1
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+ batch_size: 1024
116
+ rollout: 64
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+ recurrence: 32
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+ num_epochs: 2
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+ num_batches_per_epoch: 8
120
+ max_policy_lag: 300
121
+ learning_rate: 0.000303
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+ lr_schedule: constant
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+ nonlinearity: elu
124
+ gamma: 0.99
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+ gae_lambda: 0.95
126
+ ppo_clip_ratio: 0.1
127
+ ppo_clip_value: 0.2
128
+ exploration_loss: entropy
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+ exploration_loss_coeff: 0.003
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+ value_loss_coeff: 0.5
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+ max_grad_norm: 0.0
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+ adam_eps: 1.0e-06
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+ obs_scale: 1.0
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+ adaptive_stddev: false
135
+ with_vtrace: false
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+ async_rl: true
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+ use_rnn: false
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+ normalize_input: true
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+ normalize_returns: true
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+ stats_avg: 100
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+ experiment_summaries_interval: 1
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+ save_every_sec: 600
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+ keep_checkpoints: 5
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+ evaluation:
145
+ eval_interval_steps: null
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+ eval_episodes: 10
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+ eval_parallel_envs: 1
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+ eval_max_steps: 7200
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+ eval_deterministic: true
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+ latency_bench_env_backend: serial
151
+ eval_raw_reward: true
152
+ eval_latency_values: null
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+ logging:
154
+ output_dir: /workspace/atari-hist8/results/profiling/runs/qwenoft/1x-rtx3090/asterix/instance_d907cdaf680040e0/20260924T110210301668Z/sessions/1
155
+ video:
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+ enabled: false
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+ num_bins: 1
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+ save_step_records: true
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+ save_action_records: true
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+ save_latency_records: true
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+ wandb_project: null
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+ wandb_group: null
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+ wandb_job_type: null
164
+ wandb_tags: ''
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+ realtime_pipeline_profile: true
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+ simulated_pipeline_profile: false
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+ provenance:
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+ model_provenance:
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+ source: hf
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+ repo_id: latency-sensitive-bench/benchmark-models
171
+ path_in_repo: zero-latency/asterix/vla/starvla-qwenoft-h1/asterix-qwenoft-hist8-zero-s42-v1
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+ checkpoint: checkpoints/model.pt
173
+ model_config: config.yaml
174
+ revision: 15c9cd4ab12215ccbcef74a8cd4d051d8e3aae3f
runs/qwenoft/1x-rtx3090/asterix/instance_d907cdaf680040e0/20260924T110210301668Z/sessions/1/steps.jsonl ADDED
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runs/qwenoft/1x-rtx3090/asterix/instance_d907cdaf680040e0/20260924T110210301668Z/sessions/1/warmup_latencies.jsonl ADDED
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+ {"device": "cuda:0", "end_wall_time": 58949.730156051, "gpu_class": null, "inference_ms": 112.15835100301774, "instance_id": null, "latency_ms": 112.15835100301774, "latency_type": "measured", "metadata": {"worker_cuda_current_device": 0, "worker_cuda_current_device_name": "NVIDIA GeForce RTX 3090", "worker_cuda_device_count": 1, "worker_cuda_flash_sdp_enabled": true, "worker_cuda_math_sdp_enabled": true, "worker_cuda_mem_efficient_sdp_enabled": true, "worker_id": 0, "worker_start_method": "spawn", "worker_torch_cuda_version": "12.8", "worker_torch_float32_matmul_precision": "highest", "worker_torch_version": "2.11.0+cu128"}, "model_id": null, "obs_id": 19, "source_run_id": null, "start_wall_time": 58949.6179977, "workload_id": null}
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+ {"device": "cuda:0", "end_wall_time": 58950.072323692, "gpu_class": null, "inference_ms": 112.05755000264617, "instance_id": null, "latency_ms": 112.05755000264617, "latency_type": "measured", "metadata": {"worker_cuda_current_device": 0, "worker_cuda_current_device_name": "NVIDIA GeForce RTX 3090", "worker_cuda_device_count": 1, "worker_cuda_flash_sdp_enabled": true, "worker_cuda_math_sdp_enabled": true, "worker_cuda_mem_efficient_sdp_enabled": true, "worker_id": 0, "worker_start_method": "spawn", "worker_torch_cuda_version": "12.8", "worker_torch_float32_matmul_precision": "highest", "worker_torch_version": "2.11.0+cu128"}, "model_id": null, "obs_id": 22, "source_run_id": null, "start_wall_time": 58949.960266142, "workload_id": null}
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+ {"device": "cuda:0", "end_wall_time": 58950.186554275, "gpu_class": null, "inference_ms": 112.05970900482498, "instance_id": null, "latency_ms": 112.05970900482498, "latency_type": "measured", "metadata": {"worker_cuda_current_device": 0, "worker_cuda_current_device_name": "NVIDIA GeForce RTX 3090", "worker_cuda_device_count": 1, "worker_cuda_flash_sdp_enabled": true, "worker_cuda_math_sdp_enabled": true, "worker_cuda_mem_efficient_sdp_enabled": true, "worker_id": 0, "worker_start_method": "spawn", "worker_torch_cuda_version": "12.8", "worker_torch_float32_matmul_precision": "highest", "worker_torch_version": "2.11.0+cu128"}, "model_id": null, "obs_id": 23, "source_run_id": null, "start_wall_time": 58950.074494566, "workload_id": null}
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90
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runs/qwenoft/1x-rtx3090/asterix/instance_d907cdaf680040e0/20260924T110210301668Z/sessions/1/warmup_pipeline_profile.jsonl ADDED
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5
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6
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7
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8
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9
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runs/qwenoft/1x-rtx3090/asterix/instance_d907cdaf680040e0/20260924T110210301668Z/sessions/2/eval_latency_trace.png ADDED

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