XPK Start: Sat Apr 25 09:26:32 UTC 2026
PyTorch was not found. Models won't be available and only tokenizers, configuration and file/data utilities can be used.
`rope_parameters`'s factor field must be a float >= 1, got 40
`rope_parameters`'s beta_fast field must be a float, got 32
`rope_parameters`'s beta_slow field must be a float, got 1
DeepseekV32Config got `key=rope_scaling` in kwargs but hasn't set it as attribute. For RoPE standardization you need to set `self.rope_parameters` in model's config.
2026-04-25 09:26:56.791383: E external/local_xla/xla/stream_executor/cuda/cuda_platform.cc:51] failed call to cuInit: INTERNAL: CUDA error: Failed call to cuInit: UNKNOWN ERROR (303)
I0425 09:26:57.360384 136863681455936 max_utils.py:273] Attempting to initialize the jax distributed system...
I0425 09:27:06.400663 136863681455936 distributed.py:149] Starting JAX distributed service on [::]:8482
I0425 09:27:06.403123 136863681455936 distributed.py:172] Connecting to JAX distributed service on mt-03-dropout-d4dsg-slice-job-0-0.mt-03-dropout-d4dsg:8482
I0425 09:27:07.709009 136863681455936 max_utils.py:284] Jax distributed system initialized!
I0425 09:27:13.917650 136863681455936 max_utils.py:800] System Information: Jax Version: 0.9.2
I0425 09:27:13.917756 136863681455936 max_utils.py:801] System Information: Jaxlib Version: 0.9.2
I0425 09:27:13.917796 136863681455936 max_utils.py:802] System Information: Jax Backend: PJRT C API
TFRT TPU v6 lite
Built on Mar 4 2026 11:32:08 (1772652728) cl/878335365
I0425 09:27:13.917832 136863681455936 train_utils.py:391] WARNING: Sequence packing is essentially ignored for synthetic data. Please use a real dataset to use sequence packing.
I0425 09:27:14.609410 136863681455936 maxtext_utils.py:1771] Num_devices: 32, shape (1, 1, 1, 32, 1, 1, 1, 1, 1, 1, 1, 1, 1)
I0425 09:27:14.609999 136863681455936 maxtext_utils.py:1771] Num_devices: 32, shape (1, 1, 1, 32, 1, 1, 1, 1, 1, 1, 1, 1, 1)
I0425 09:27:14.610180 136863681455936 checkpointing.py:688] Setting up checkpoint logger...
I0425 09:27:14.610232 136863681455936 checkpointing.py:234] Creating checkpoint manager with ocdbt=True and zarr3=True
I0425 09:27:14.610275 136863681455936 pytree_checkpoint_handler.py:592] save_device_host_concurrent_bytes=None
I0425 09:27:14.610635 136863681455936 base_pytree_checkpoint_handler.py:441] Created BasePyTreeCheckpointHandler: use_ocdbt=True, use_zarr3=True, pytree_metadata_options=PyTreeMetadataOptions(support_rich_types=False), array_metadata_store=<orbax.checkpoint._src.metadata.array_metadata_store.Store object at 0x7c798538bd70>, enable_pinned_host_transfer=False, save_concurrent_bytes: 96000000000 (89.4 GiB), restore_concurrent_bytes: 96000000000 (89.4 GiB)
I0425 09:27:17.742618 136863681455936 checkpointing.py:266] Enabling policy for fixed interval checkpointing.
I0425 09:27:17.742811 136863681455936 checkpoint_manager.py:708] [process=5][thread=MainThread] CheckpointManager init: checkpointers=None, item_names=('items',), item_handlers={'items': <orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x7c64ec64ee70>}, handler_registry=None
I0425 09:27:17.743109 136863681455936 composite_checkpoint_handler.py:237] Deferred registration for item: "items". Adding handler `<orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x7c64ec64ee70>` for item "items" and save args `<class 'orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeSaveArgs'>` and restore args `<class 'orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeRestoreArgs'>` to `_handler_registry`.
I0425 09:27:17.743162 136863681455936 composite_checkpoint_handler.py:237] Deferred registration for item: "metrics". Adding handler `<orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonCheckpointHandler object at 0x7c64ec651fa0>` for item "metrics" and save args `<class 'orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonSaveArgs'>` and restore args `<class 'orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonRestoreArgs'>` to `_handler_registry`.
I0425 09:27:17.743200 136863681455936 composite_checkpoint_handler.py:505] Initialized registry DefaultCheckpointHandlerRegistry({('items', <class 'orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeSaveArgs'>): <orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x7c64ec64ee70>, ('items', <class 'orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeRestoreArgs'>): <orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x7c64ec64ee70>, ('metrics', <class 'orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonSaveArgs'>): <orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonCheckpointHandler object at 0x7c64ec651fa0>, ('metrics', <class 'orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonRestoreArgs'>): <orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonCheckpointHandler object at 0x7c64ec651fa0>}).
I0425 09:27:17.743531 136863681455936 abstract_checkpointer.py:35] orbax-checkpoint version: 0.11.34
I0425 09:27:17.743601 136863681455936 async_checkpointer.py:192] [process=5][thread=MainThread] Using barrier_sync_fn: <function get_barrier_sync_fn.<locals>._fn at 0x7c64ec3f1a80> timeout: 1200 secs and primary_host=0 for async checkpoint writes
I0425 09:27:18.438584 136863681455936 checkpoint_manager.py:1812] Found 0 checkpoint steps in gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_trainstate_and_training_loop_20260425_092114/linen_xpk_feat_nnx_trainstate_and_training_loop_20260425_092114_03_dropout/checkpoints
I0425 09:27:19.295921 136863681455936 checkpoint_manager.py:929] [process=5][thread=MainThread] CheckpointManager created, primary_host=0, CheckpointManagerOptions=CheckpointManagerOptions(save_interval_steps=1, max_to_keep=None, keep_time_interval=None, keep_period=None, should_keep_fn=None, best_fn=None, best_mode='max', keep_checkpoints_without_metrics=True, step_prefix=None, step_format_fixed_length=None, step_name_format=None, create=True, cleanup_tmp_directories=False, save_on_steps=frozenset(), single_host_load_and_broadcast=False, todelete_subdir=None, todelete_full_path=None, enable_background_delete=False, read_only=False, enable_async_checkpointing=True, async_options=None, multiprocessing_options=MultiprocessingOptions(primary_host=0, active_processes=None, barrier_sync_key_prefix=None), should_save_fn=None, file_options=FileOptions(path_permission_mode=None), save_root_metadata=True, temporary_path_class=None, save_decision_policy=FixedIntervalPolicy(interval=10), preservation_policy=LatestN(n=None), prevent_write_metrics=False, enable_should_save_is_saving_in_progress_check=True, enable_per_process_directory_creation=False, lightweight_initialize=False), root_directory=gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_trainstate_and_training_loop_20260425_092114/linen_xpk_feat_nnx_trainstate_and_training_loop_20260425_092114_03_dropout/checkpoints: <orbax.checkpoint.checkpoint_manager.CheckpointManager object at 0x7c64ec64de50>
I0425 09:27:19.296095 136863681455936 checkpointing.py:302] Checkpoint manager created!
I0425 09:27:19.648550 136863681455936 nnx_wrappers.py:437] Unknown Logical: bfloat16[32,128,2048]....................................... ('activation_batch', 'activation_norm_length', 'activation_embed').
I0425 09:27:19.648659 136863681455936 nnx_wrappers.py:437] Unknown Physical: bfloat16[32,128,2048]....................................... ('fsdp', None, None).
I0425 09:27:20.027095 136863681455936 attentions.py:1088] attentions/inputs_q Logical: bfloat16[32,128,2048]....................................... ('activation_batch_attn', 'activation_length_attn', 'activation_embed_attn').
I0425 09:27:20.027189 136863681455936 attentions.py:1088] attentions/inputs_q Physical: bfloat16[32,128,2048]....................................... ('fsdp', None, None).
I0425 09:27:20.043751 136863681455936 attentions.py:1089] attentions/inputs_kv Logical: bfloat16[32,128,2048]....................................... ('activation_batch_attn', 'activation_length_attn', 'activation_embed_attn').
I0425 09:27:20.043811 136863681455936 attentions.py:1089] attentions/inputs_kv Physical: bfloat16[32,128,2048]....................................... ('fsdp', None, None).
I0425 09:27:20.067381 136863681455936 attentions.py:1154] attentions/query Logical: bfloat16[32,128,16,128]..................................... ('activation_kv_batch', 'activation_length_attn', 'activation_kv_heads', 'activation_kv_head_dim').
I0425 09:27:20.067458 136863681455936 attentions.py:1154] attentions/query Physical: bfloat16[32,128,16,128]..................................... ('fsdp', None, None, None).
I0425 09:27:20.084131 136863681455936 attentions.py:1155] attentions/key Logical: bfloat16[32,128,16,128]..................................... ('activation_kv_batch', 'activation_length_attn', 'activation_kv_heads', 'activation_kv_head_dim').
I0425 09:27:20.084200 136863681455936 attentions.py:1155] attentions/key Physical: bfloat16[32,128,16,128]..................................... ('fsdp', None, None, None).
I0425 09:27:20.100783 136863681455936 attentions.py:1156] attentions/value Logical: bfloat16[32,128,16,128]..................................... ('activation_kv_batch', 'activation_length_attn', 'activation_kv_heads', 'activation_kv_head_dim').
I0425 09:27:20.100848 136863681455936 attentions.py:1156] attentions/value Physical: bfloat16[32,128,16,128]..................................... ('fsdp', None, None, None).
I0425 09:27:20.125864 136863681455936 attentions.py:1198] attentions/out Logical: bfloat16[32,128,16,128]..................................... ('activation_batch_attn', 'activation_length_attn', 'activation_heads', 'activation_kv').
I0425 09:27:20.125944 136863681455936 attentions.py:1198] attentions/out Physical: bfloat16[32,128,16,128]..................................... ('fsdp', None, None, None).
I0425 09:27:20.152766 136863681455936 linears.py:525] linears/x Logical: bfloat16[32,128,7168]....................................... ('activation_batch', 'activation_length', 'activation_mlp').
I0425 09:27:20.152833 136863681455936 linears.py:525] linears/x Physical: bfloat16[32,128,7168]....................................... ('fsdp', None, None).
I0425 09:27:20.381170 136863681455936 checkpointing.py:578] checkpoint manager exists so trying to load this run's existing checkpoint
I0425 09:27:20.381281 136863681455936 checkpointing.py:676] No existing checkpoints found, not restoring checkpoint.
fsdp: 32
I0425 09:27:21.824726 136863681455936 maxtext_utils.py:1874] params/params/decoder/decoder_norm/scale
Shape: float32[2048]
Logical: P('norm',)
Physical: (None,)
I0425 09:27:21.824853 136863681455936 maxtext_utils.py:1874] params/params/decoder/layers/mlp/wi_0/kernel
Shape: float32[2048,16,7168]
Logical: P('embed', 'layers', 'mlp')
Physical: ('fsdp', None, None)
I0425 09:27:21.824908 136863681455936 maxtext_utils.py:1874] params/params/decoder/layers/mlp/wi_1/kernel
Shape: float32[2048,16,7168]
Logical: P('embed', 'layers', 'mlp')
Physical: ('fsdp', None, None)
I0425 09:27:21.824965 136863681455936 maxtext_utils.py:1874] params/params/decoder/layers/mlp/wo/kernel
Shape: float32[7168,16,2048]
Logical: P('mlp', 'layers', 'embed')
Physical: (None, None, 'fsdp')
I0425 09:27:21.825018 136863681455936 maxtext_utils.py:1874] params/params/decoder/layers/post_self_attention_layer_norm/scale
Shape: float32[2048,16]
Logical: P('norm', 'layers')
Physical: (None, None)
I0425 09:27:21.825056 136863681455936 maxtext_utils.py:1874] params/params/decoder/layers/pre_self_attention_layer_norm/scale
Shape: float32[2048,16]
Logical: P('norm', 'layers')
Physical: (None, None)
I0425 09:27:21.825111 136863681455936 maxtext_utils.py:1874] params/params/decoder/layers/self_attention/key/kernel
Shape: float32[2048,16,16,128]
Logical: P('embed', 'layers', 'kv_heads', 'kv_head_dim')
Physical: ('fsdp', None, None, None)
I0425 09:27:21.825167 136863681455936 maxtext_utils.py:1874] params/params/decoder/layers/self_attention/out/kernel
Shape: float32[16,16,128,2048]
Logical: P('heads', 'layers', 'kv', 'embed')
Physical: (None, None, None, 'fsdp')
I0425 09:27:21.825208 136863681455936 maxtext_utils.py:1874] params/params/decoder/layers/self_attention/query/kernel
Shape: float32[2048,16,16,128]
Logical: P('embed', 'layers', 'q_heads', 'kv')
Physical: ('fsdp', None, None, None)
I0425 09:27:21.825244 136863681455936 maxtext_utils.py:1874] params/params/decoder/layers/self_attention/value/kernel
Shape: float32[2048,16,16,128]
Logical: P('embed', 'layers', 'kv_heads', 'kv_head_dim')
Physical: ('fsdp', None, None, None)
I0425 09:27:21.825292 136863681455936 maxtext_utils.py:1874] params/params/decoder/logits_dense/kernel
Shape: float32[2048,32000]
Logical: P('embed_vocab', 'vocab')
Physical: ('fsdp', None)
I0425 09:27:21.825342 136863681455936 maxtext_utils.py:1874] params/params/token_embedder/embedding
Shape: float32[32000,2048]
Logical: P('vocab', 'embed_vocab')
Physical: (None, 'fsdp')
I0425 09:27:22.355309 136863681455936 train.py:157] train/xent Logical: float32[32,128]............................................. ('activation_embed_and_logits_batch', 'activation_length').
I0425 09:27:22.355401 136863681455936 train.py:157] train/xent Physical: float32[32,128]............................................. ('fsdp', None).
I0425 09:27:22.371089 136863681455936 train.py:164] train/z_loss Logical: float32[32,128]............................................. ('activation_embed_and_logits_batch', 'activation_length').
I0425 09:27:22.371151 136863681455936 train.py:164] train/z_loss Physical: float32[32,128]............................................. ('fsdp', None).
I0425 09:27:25.884128 136863681455936 max_utils.py:791] Total memory size: 0.8 GB, Output size: 0.4 GB, Temp size: 0.4 GB, Argument size: 0.4 GB, Host temp size: 0.0 GB.
I0425 09:27:25.884943 136863681455936 metric_logger.py:301] number parameters: 1.104 billion
I0425 09:27:30.058428 136863681455936 checkpointing.py:794] Waiting for step 0 to finish before checkpoint...
I0425 09:27:30.442641 136863681455936 checkpointing.py:798] Waited 0.38419389724731445 seconds for step 0 to finish before starting checkpointing.
I0425 09:27:30.444994 136863681455936 checkpoint_manager.py:2009] [process=5][thread=MainThread][wait_until_finished] No Save Finalize thread to wait for. Returning.
I0425 09:27:30.446778 136863681455936 checkpoint_manager.py:1512] [process=5] Saving checkpoint at step 0
I0425 09:27:30.448090 136863681455936 event_tracking.py:70] [process=5] [async] Started save checkpoint @ gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_trainstate_and_training_loop_20260425_092114/linen_xpk_feat_nnx_trainstate_and_training_loop_20260425_092114_03_dropout/checkpoints/0.
I0425 09:27:30.731200 136863681455936 signaling_client.py:364] Using JaxDistributedSignalingClient
I0425 09:27:30.732175 136863681455936 jax_array_handlers.py:360] Scheduling D2H of 39 prioritized jax.Array.
I0425 09:27:30.732230 136863681455936 replica_slices.py:424] Transferring arrays to host memory with options: use_replica_parallel=True, min_slice_bytes_for_replica_parallel=None, max_replicas_for_replica_parallel=None, enable_pinned_host_transfer=False
I0425 09:27:31.009866 136863681455936 base_pytree_checkpoint_handler.py:154] [process=5][thread=MainThread] Initiated "orbax.checkpoint._src.serialization.jax_array_handlers.ArrayHandler".serialize. Time taken: 0.278737s
I0425 09:27:31.010045 136863681455936 base_pytree_checkpoint_handler.py:130] [process=5] /jax/orbax/write/blocking_gbytes_per_sec: 5.428 GiB/s (total gbytes: 1.5 GiB) (time elapsed: 0.2842116355895996 s) (per-host)
I0425 09:27:31.010096 136863681455936 base_pytree_checkpoint_handler.py:768] [process=5][thread=MainThread] Initiated Pytree async_save. Time taken: 0.284273s (batch_requests_ready=0.002339s, total_serialization_initiated=0.281865s, others=0.000069s)
I0425 09:27:31.010181 136863681455936 composite_checkpoint_handler.py:715] [process=5][thread=MainThread] Initiated CompositeCheckpointHandler.async_save. Time taken: 0.288273s (all_items=0.000019s, per_item={'items': '0.00001884'}, temp_paths=0.288254)
I0425 09:27:31.010930 136863681455936 event_tracking.py:125] [process=5] [async] Finished blocking save in 0.56 seconds. Continuing save @ gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_trainstate_and_training_loop_20260425_092114/linen_xpk_feat_nnx_trainstate_and_training_loop_20260425_092114_03_dropout/checkpoints/0.
I0425 09:27:31.011284 136734830483200 async_checkpointer.py:76] [process=5][thread=async_save] Background save thread started. Deadline for this save operation is 2026-04-25 09:47:31.011246
I0425 09:27:31.458025 136863681455936 checkpoint_manager.py:1560] [process=5][thread=MainThread][step=0] Starting CheckpointManager Save Finalize thread=save_finalize
I0425 09:27:31.458408 136732154521344 async_checkpointer.py:280] [process=5][thread=save_finalize] Waiting for background save thread=async_save.
I0425 09:27:31.458593 136863681455936 standard_logger.py:34] {'step': 0, 'event_type': 'save', 'directory': 'gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_trainstate_and_training_loop_20260425_092114/linen_xpk_feat_nnx_trainstate_and_training_loop_20260425_092114_03_dropout/checkpoints', 'reached_preemption': False, 'preemption_received_at': None, 'synchronous': False, 'wait_for_prev_start_time': 1777109250.444976, 'wait_for_prev_duration_secs': 5.9604644775390625e-05, 'time_between_consecutive_saves_sec': None, 'checkpointer_blocking_start_time': 1777109250.446816, 'checkpointer_blocking_duration_secs': 0.56463623046875, 'get_old_steps_start_time': 1777109251.011478, 'get_old_steps_duration_secs': 2.9802322387695312e-05, 'checkpoint_manager_blocking_start_time': 1777109250.4430413, 'checkpoint_manager_blocking_duration_secs': 1.0155088901519775}
I0425 09:27:31.458702 136863681455936 checkpointing.py:409] Started an asynchronous checkpoint save for step 0
I0425 09:27:31.458752 136863681455936 max_utils.py:750]
Memstats: After params initialized:
I0425 09:27:31.458809 136863681455936 max_utils.py:756] Using (GB) 0.41 / 31.25 (1.312000%) on TPU_18(process=5,(2,4,0,0))
I0425 09:27:31.458843 136863681455936 max_utils.py:756] Using (GB) 0.41 / 31.25 (1.312000%) on TPU_19(process=5,(3,4,0,0))
I0425 09:27:31.458872 136863681455936 max_utils.py:756] Using (GB) 0.41 / 31.25 (1.312000%) on TPU_22(process=5,(2,5,0,0))
I0425 09:27:31.458896 136863681455936 max_utils.py:756] Using (GB) 0.41 / 31.25 (1.312000%) on TPU_23(process=5,(3,5,0,0))
I0425 09:27:31.770545 136863681455936 metric_logger.py:196] completed step: 0, seconds: 4.173, TFLOP/s/device: 0.192, Tokens/s/device: 30.671, total_weights: 4096, loss: 10.889, lm_loss: 10.889, perplexity: 53560.699
I0425 09:27:31.877851 136863681455936 metric_logger.py:196] completed step: 1, seconds: 1.711, TFLOP/s/device: 0.468, Tokens/s/device: 74.828, total_weights: 4096, loss: 10.902, lm_loss: 10.902, perplexity: 54298.523
I0425 09:27:32.286062 136863681455936 metric_logger.py:196] completed step: 2, seconds: 0.037, TFLOP/s/device: 21.723, Tokens/s/device: 3471.940, total_weights: 4096, loss: 9.956, lm_loss: 9.956, perplexity: 21082.051
I0425 09:27:32.356645 136863681455936 metric_logger.py:196] completed step: 3, seconds: 0.409, TFLOP/s/device: 1.960, Tokens/s/device: 313.310, total_weights: 4096, loss: 9.139, lm_loss: 9.139, perplexity: 9314.691
I0425 09:27:32.498690 136863681455936 metric_logger.py:196] completed step: 4, seconds: 0.076, TFLOP/s/device: 10.506, Tokens/s/device: 1679.107, total_weights: 4096, loss: 8.459, lm_loss: 8.459, perplexity: 4715.493
I0425 09:27:32.505086 136863681455936 metric_logger.py:196] completed step: 5, seconds: 0.071, TFLOP/s/device: 11.337, Tokens/s/device: 1811.979, total_weights: 4096, loss: 7.924, lm_loss: 7.924, perplexity: 2762.373
I0425 09:27:34.496444 2853 google_auth_provider.cc:181] Running on GCE, using service account 562977990677-compute@developer.gserviceaccount.com
I0425 09:27:36.502156 136732162914048 array_metadata_store.py:203] [process=5][thread=array_type_handler] Wrote 39 array_metadata.ArrayMetadata to gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_trainstate_and_training_loop_20260425_092114/linen_xpk_feat_nnx_trainstate_and_training_loop_20260425_092114_03_dropout/checkpoints/0/items/array_metadatas/process_5
I0425 09:27:42.081782 136863681455936 metric_logger.py:196] completed step: 6, seconds: 0.143, TFLOP/s/device: 5.608, Tokens/s/device: 896.371, total_weights: 4096, loss: 7.553, lm_loss: 7.553, perplexity: 1906.617
I0425 09:27:42.152260 136863681455936 metric_logger.py:196] completed step: 7, seconds: 9.507, TFLOP/s/device: 0.084, Tokens/s/device: 13.463, total_weights: 4096, loss: 7.267, lm_loss: 7.267, perplexity: 1431.653
I0425 09:27:42.222902 136863681455936 metric_logger.py:196] completed step: 8, seconds: 0.075, TFLOP/s/device: 10.688, Tokens/s/device: 1708.238, total_weights: 4096, loss: 7.111, lm_loss: 7.111, perplexity: 1225.983
I0425 09:27:42.292975 136863681455936 checkpointing.py:794] Waiting for step 9 to finish before checkpoint...
I0425 09:27:42.293602 136863681455936 checkpointing.py:798] Waited 0.0006449222564697266 seconds for step 9 to finish before starting checkpointing.
I0425 09:27:42.295747 136863681455936 checkpoint_manager.py:2020] [process=5][thread=MainThread][step=0][wait_until_finished] Waiting for Save Finalize thread (save_finalize) to complete.
I0425 09:28:02.409803 136734830483200 base_pytree_checkpoint_handler.py:130] [process=5] /jax/orbax/write/gbytes_per_sec: 49.855 MiB/s (total gbytes: 1.5 GiB) (time elapsed: 31.683929681777954 s) (per-host)
I0425 09:28:02.409924 136734830483200 async_checkpointer.py:90] [process=5][thread=async_save] 3 Handler Commit operations completed. Time taken: 31.398529s.
I0425 09:28:12.105286 136734830483200 async_checkpointer.py:160] [process=5][thread=async_save] Background save thread done. Time taken: 41.093874s.
I0425 09:28:12.105626 136732154521344 async_checkpointer.py:288] [process=5][thread=save_finalize] Done with waiting for background save thread=async_save.
I0425 09:28:12.105745 136732154521344 async_checkpointer.py:298] [process=5][thread=save_finalize] No errors found in background save thread=async_save.
I0425 09:28:12.105797 136732154521344 checkpoint_manager.py:2137] [process=5][thread=save_finalize][step=0] CheckpointManager Save Finalize is syncing with other hosts...
I0425 09:28:12.107873 136732154521344 checkpoint_manager.py:2146] [process=5][thread=save_finalize][step=0] CheckpointManager Save Finalize is done on all hosts.
I0425 09:28:12.108063 136863681455936 checkpoint_manager.py:2032] [process=5][thread=MainThread][step=0][wait_until_finished] Done waiting for Save Finalize thread (save_finalize) running at step=0.
W0425 09:28:12.108201 136863681455936 checkpoint_manager.py:1452] Waiting for previous save to complete took 29.812451 seconds. If this number is high, consider checkpointing less frequently.
I0425 09:28:12.110124 136863681455936 checkpoint_manager.py:1512] [process=5] Saving checkpoint at step 9
I0425 09:28:12.112226 136863681455936 event_tracking.py:70] [process=5] [async] Started save checkpoint @ gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_trainstate_and_training_loop_20260425_092114/linen_xpk_feat_nnx_trainstate_and_training_loop_20260425_092114_03_dropout/checkpoints/9.
I0425 09:28:12.399632 136863681455936 jax_array_handlers.py:360] Scheduling D2H of 39 prioritized jax.Array.
I0425 09:28:12.399722 136863681455936 replica_slices.py:424] Transferring arrays to host memory with options: use_replica_parallel=True, min_slice_bytes_for_replica_parallel=None, max_replicas_for_replica_parallel=None, enable_pinned_host_transfer=False
I0425 09:28:12.433466 136863681455936 base_pytree_checkpoint_handler.py:154] [process=5][thread=MainThread] Initiated "orbax.checkpoint._src.serialization.jax_array_handlers.ArrayHandler".serialize. Time taken: 0.034917s
I0425 09:28:12.433632 136863681455936 base_pytree_checkpoint_handler.py:130] [process=5] /jax/orbax/write/blocking_gbytes_per_sec: 40.305 GiB/s (total gbytes: 1.5 GiB) (time elapsed: 0.03827238082885742 s) (per-host)
I0425 09:28:12.433682 136863681455936 base_pytree_checkpoint_handler.py:768] [process=5][thread=MainThread] Initiated Pytree async_save. Time taken: 0.038332s (batch_requests_ready=0.001729s, total_serialization_initiated=0.036538s, others=0.000065s)
I0425 09:28:12.433768 136863681455936 composite_checkpoint_handler.py:715] [process=5][thread=MainThread] Initiated CompositeCheckpointHandler.async_save. Time taken: 0.042531s (all_items=0.000015s, per_item={'items': '0.00001502'}, temp_paths=0.042516)
I0425 09:28:12.434460 136863681455936 event_tracking.py:125] [process=5] [async] Finished blocking save in 0.32 seconds. Continuing save @ gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_trainstate_and_training_loop_20260425_092114/linen_xpk_feat_nnx_trainstate_and_training_loop_20260425_092114_03_dropout/checkpoints/9.
I0425 09:28:12.434819 136732154521344 async_checkpointer.py:76] [process=5][thread=async_save] Background save thread started. Deadline for this save operation is 2026-04-25 09:48:12.434781
I0425 09:28:12.438587 136863681455936 checkpoint_manager.py:1560] [process=5][thread=MainThread][step=9] Starting CheckpointManager Save Finalize thread=save_finalize
I0425 09:28:12.438886 136732162914048 async_checkpointer.py:280] [process=5][thread=save_finalize] Waiting for background save thread=async_save.
I0425 09:28:12.439051 136863681455936 standard_logger.py:34] {'step': 9, 'event_type': 'save', 'directory': 'gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_trainstate_and_training_loop_20260425_092114/linen_xpk_feat_nnx_trainstate_and_training_loop_20260425_092114_03_dropout/checkpoints', 'reached_preemption': False, 'preemption_received_at': None, 'synchronous': False, 'wait_for_prev_start_time': 1777109262.2957184, 'wait_for_prev_duration_secs': 29.812451124191284, 'time_between_consecutive_saves_sec': None, 'checkpointer_blocking_start_time': 1777109292.1101632, 'checkpointer_blocking_duration_secs': 0.3248019218444824, 'get_old_steps_start_time': 1777109292.4349904, 'get_old_steps_duration_secs': 2.9802322387695312e-05, 'checkpoint_manager_blocking_start_time': 1777109262.2938313, 'checkpoint_manager_blocking_duration_secs': 30.145184993743896}
I0425 09:28:12.439153 136863681455936 checkpointing.py:409] Started an asynchronous checkpoint save for step 9
I0425 09:28:12.439197 136863681455936 checkpoint_manager.py:2020] [process=5][thread=MainThread][step=9][wait_until_finished] Waiting for Save Finalize thread (save_finalize) to complete.
I0425 09:28:17.570568 136711161939712 array_metadata_store.py:203] [process=5][thread=array_type_handler] Wrote 39 array_metadata.ArrayMetadata to gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_trainstate_and_training_loop_20260425_092114/linen_xpk_feat_nnx_trainstate_and_training_loop_20260425_092114_03_dropout/checkpoints/9/items/array_metadatas/process_5
I0425 09:28:52.583523 136732154521344 base_pytree_checkpoint_handler.py:130] [process=5] /jax/orbax/write/gbytes_per_sec: 39.305 MiB/s (total gbytes: 1.5 GiB) (time elapsed: 40.18812108039856 s) (per-host)
I0425 09:28:52.583643 136732154521344 async_checkpointer.py:90] [process=5][thread=async_save] 3 Handler Commit operations completed. Time taken: 40.148711s.
I0425 09:29:01.395312 136732154521344 async_checkpointer.py:160] [process=5][thread=async_save] Background save thread done. Time taken: 48.960365s.
I0425 09:29:01.395594 136732162914048 async_checkpointer.py:288] [process=5][thread=save_finalize] Done with waiting for background save thread=async_save.
I0425 09:29:01.395723 136732162914048 async_checkpointer.py:298] [process=5][thread=save_finalize] No errors found in background save thread=async_save.
I0425 09:29:01.395770 136732162914048 checkpoint_manager.py:2137] [process=5][thread=save_finalize][step=9] CheckpointManager Save Finalize is syncing with other hosts...
I0425 09:29:01.397134 136732162914048 checkpoint_manager.py:2146] [process=5][thread=save_finalize][step=9] CheckpointManager Save Finalize is done on all hosts.
I0425 09:29:01.397325 136863681455936 checkpoint_manager.py:2032] [process=5][thread=MainThread][step=9][wait_until_finished] Done waiting for Save Finalize thread (save_finalize) running at step=9.
I0425 09:29:01.397492 136863681455936 checkpoint_manager.py:2009] [process=5][thread=MainThread][wait_until_finished] No Save Finalize thread to wait for. Returning.
I0425 09:29:01.398491 136863681455936 metric_logger.py:196] completed step: 9, seconds: 0.070, TFLOP/s/device: 11.369, Tokens/s/device: 1817.124, total_weights: 4096, loss: 6.981, lm_loss: 6.981, perplexity: 1075.867
Per train step:
Total TFLOPs: 0.80
split as 99.60% learnable weight flops and 0.40% attention flops
XPK End: Sat Apr 25 09:29:12 UTC 2026
EXIT_CODE=0