MaxView

Timing Test Reference Updates
‹ 08_checkpoint_async_true_saveCase: 09_pdb_lt_110_shardy_false ›

Metrics: main (574ad3fb9) vs feat/nnx-set-defaults-true (e27fc1e97)

Metricmain  574ad3fb9feat/nnx-set-defaults-true  e27fc1e97Diff (feat/nnx-set-defaults-true − main)
Parameters1.104 billion1.104 billion—
Final loss5.89205.89200
TFLOP/s58.45157.500-0.951
Tok/s8810.48667.1-143.325
Avg s/step3.4042.591-0.813
Memory %1.381.380
JAX0.9.20.8.1—

Diff = branch value − main value. Green = branch improved. Red = branch regressed.

main  ·  574ad3fb9  ·  main_20260420_060028  ·  full log 
XPK Start: Mon Apr 20 06:32:16 UTC 2026
PyTorch was not found. Models won't be available and only tokenizers, configuration and file/data utilities can be used.
2026-04-20 06:32:40.300508: 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)
I0420 06:32:40.825050 135121984083776 max_utils.py:273] Attempting to initialize the jax distributed system...
I0420 06:32:49.866224 135121984083776 distributed.py:149] Starting JAX distributed service on [::]:8482
I0420 06:32:49.868501 135121984083776 distributed.py:172] Connecting to JAX distributed service on mt-09-pdb-lt-1-q8xwz-slice-job-0-0.mt-09-pdb-lt-1-q8xwz:8482
I0420 06:32:51.182766 135121984083776 max_utils.py:284] Jax distributed system initialized!
I0420 06:32:56.504998 135121984083776 max_utils.py:800] System Information: Jax Version: 0.9.2
I0420 06:32:56.505098 135121984083776 max_utils.py:801] System Information: Jaxlib Version: 0.9.2
I0420 06:32:56.505138 135121984083776 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
I0420 06:32:56.505172 135121984083776 train_utils.py:348] WARNING: Sequence packing is essentially ignored for synthetic data. Please use a real dataset to use sequence packing.
I0420 06:32:57.197817 135121984083776 maxtext_utils.py:1551] Num_devices: 32, shape (1, 1, 1, 8, 1, 1, 1, 1, 4, 1, 1, 1, 1)
I0420 06:32:57.198091 135121984083776 checkpointing.py:677] Setting up checkpoint logger...
I0420 06:32:57.198144 135121984083776 checkpointing.py:233] Creating checkpoint manager with ocdbt=True and zarr3=True
I0420 06:32:57.198187 135121984083776 pytree_checkpoint_handler.py:592] save_device_host_concurrent_bytes=None
I0420 06:32:57.198549 135121984083776 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 0x7ae3ee51ccb0>, enable_pinned_host_transfer=False, save_concurrent_bytes: 96000000000 (89.4 GiB), restore_concurrent_bytes: 96000000000 (89.4 GiB)
I0420 06:33:00.575733 135121984083776 checkpointing.py:265] Enabling policy for fixed interval checkpointing.
I0420 06:33:00.575959 135121984083776 checkpoint_manager.py:708] [process=4][thread=MainThread] CheckpointManager init: checkpointers=None, item_names=('items',), item_handlers={'items': <orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x7ad05c7b7860>}, handler_registry=None
I0420 06:33:00.576191 135121984083776 composite_checkpoint_handler.py:237] Deferred registration for item: "items". Adding handler `<orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x7ad05c7b7860>` 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`.
I0420 06:33:00.576240 135121984083776 composite_checkpoint_handler.py:237] Deferred registration for item: "metrics". Adding handler `<orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonCheckpointHandler object at 0x7ad05c7b9be0>` 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`.
I0420 06:33:00.576275 135121984083776 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 0x7ad05c7b7860>, ('items', <class 'orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeRestoreArgs'>): <orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x7ad05c7b7860>, ('metrics', <class 'orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonSaveArgs'>): <orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonCheckpointHandler object at 0x7ad05c7b9be0>, ('metrics', <class 'orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonRestoreArgs'>): <orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonCheckpointHandler object at 0x7ad05c7b9be0>}).
I0420 06:33:00.576617 135121984083776 abstract_checkpointer.py:35] orbax-checkpoint version: 0.11.34
I0420 06:33:00.576689 135121984083776 async_checkpointer.py:192] [process=4][thread=MainThread] Using barrier_sync_fn: <function get_barrier_sync_fn.<locals>._fn at 0x7ad05c3eb920> timeout: 1200 secs and primary_host=0 for async checkpoint writes
I0420 06:33:01.685627 135121984083776 checkpoint_manager.py:1812] Found 0 checkpoint steps in gs://lance-maxtext/linen_ckpt_xpk_main_20260420_060028/linen_xpk_main_20260420_060028_09_pdb_lt_1/checkpoints
I0420 06:33:01.687796 135121984083776 checkpoint_manager.py:929] [process=4][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_main_20260420_060028/linen_xpk_main_20260420_060028_09_pdb_lt_1/checkpoints: <orbax.checkpoint.checkpoint_manager.CheckpointManager object at 0x7ad05c7b69c0>
I0420 06:33:01.687907 135121984083776 checkpointing.py:301] Checkpoint manager created!
I0420 06:33:02.605948 135121984083776 nnx_wrappers.py:437] Unknown Logical: bfloat16[8,2048,2048]....................................... ('activation_batch', 'activation_norm_length', 'activation_embed').
I0420 06:33:02.606057 135121984083776 nnx_wrappers.py:437] Unknown Physical: bfloat16[8,2048,2048]....................................... ('fsdp', None, 'tensor').
I0420 06:33:02.985940 135121984083776 attentions.py:1088] attentions/inputs_q Logical: bfloat16[8,2048,2048]....................................... ('activation_batch', 'activation_attn_length', 'activation_attn_embed').
I0420 06:33:02.986028 135121984083776 attentions.py:1088] attentions/inputs_q Physical: bfloat16[8,2048,2048]....................................... ('fsdp', None, 'tensor').
I0420 06:33:03.002871 135121984083776 attentions.py:1089] attentions/inputs_kv Logical: bfloat16[8,2048,2048]....................................... ('activation_batch', 'activation_attn_length', 'activation_attn_embed').
I0420 06:33:03.002928 135121984083776 attentions.py:1089] attentions/inputs_kv Physical: bfloat16[8,2048,2048]....................................... ('fsdp', None, 'tensor').
I0420 06:33:03.026705 135121984083776 attentions.py:1154] attentions/query Logical: bfloat16[8,2048,16,128]..................................... ('activation_kv_batch', 'activation_attn_length', 'activation_kv_heads', 'activation_kv_head_dim').
I0420 06:33:03.026769 135121984083776 attentions.py:1154] attentions/query Physical: bfloat16[8,2048,16,128]..................................... ('fsdp', None, 'tensor', None).
I0420 06:33:03.043116 135121984083776 attentions.py:1155] attentions/key Logical: bfloat16[8,2048,16,128]..................................... ('activation_kv_batch', 'activation_attn_length', 'activation_kv_heads', 'activation_kv_head_dim').
I0420 06:33:03.043175 135121984083776 attentions.py:1155] attentions/key Physical: bfloat16[8,2048,16,128]..................................... ('fsdp', None, 'tensor', None).
I0420 06:33:03.059733 135121984083776 attentions.py:1156] attentions/value Logical: bfloat16[8,2048,16,128]..................................... ('activation_kv_batch', 'activation_attn_length', 'activation_kv_heads', 'activation_kv_head_dim').
I0420 06:33:03.059800 135121984083776 attentions.py:1156] attentions/value Physical: bfloat16[8,2048,16,128]..................................... ('fsdp', None, 'tensor', None).
I0420 06:33:03.085382 135121984083776 attentions.py:1197] attentions/out Logical: bfloat16[8,2048,16,128]..................................... ('activation_batch', 'activation_attn_length', 'activation_heads', 'activation_kv').
I0420 06:33:03.085456 135121984083776 attentions.py:1197] attentions/out Physical: bfloat16[8,2048,16,128]..................................... ('fsdp', None, 'tensor', None).
I0420 06:33:03.106225 135121984083776 linears.py:525] linears/x Logical: bfloat16[8,2048,7168]....................................... ('activation_batch', 'activation_length', 'activation_mlp').
I0420 06:33:03.106286 135121984083776 linears.py:525] linears/x Physical: bfloat16[8,2048,7168]....................................... ('fsdp', None, 'tensor').
I0420 06:33:03.320221 135121984083776 checkpointing.py:577] checkpoint manager exists so trying to load this run's existing checkpoint
I0420 06:33:03.320325 135121984083776 checkpointing.py:665] No existing checkpoints found, not restoring checkpoint.
fsdp: 8
tensor: 4
I0420 06:33:04.752044 135121984083776 maxtext_utils.py:1654]  params/params/decoder/decoder_norm/scale
    Shape:     float32[2048]
    Logical:   P('norm',)
    Physical:  ('tensor',)
I0420 06:33:04.752164 135121984083776 maxtext_utils.py:1654]  params/params/decoder/layers/mlp/wi_0/kernel
    Shape:     float32[2048,16,7168]
    Logical:   P('embed', 'layers', 'mlp')
    Physical:  ('fsdp', None, 'tensor')
I0420 06:33:04.752216 135121984083776 maxtext_utils.py:1654]  params/params/decoder/layers/mlp/wi_1/kernel
    Shape:     float32[2048,16,7168]
    Logical:   P('embed', 'layers', 'mlp')
    Physical:  ('fsdp', None, 'tensor')
I0420 06:33:04.752272 135121984083776 maxtext_utils.py:1654]  params/params/decoder/layers/mlp/wo/kernel
    Shape:     float32[7168,16,2048]
    Logical:   P('mlp', 'layers', 'embed')
    Physical:  ('tensor', None, 'fsdp')
I0420 06:33:04.752323 135121984083776 maxtext_utils.py:1654]  params/params/decoder/layers/post_self_attention_layer_norm/scale
    Shape:     float32[2048,16]
    Logical:   P('norm', 'layers')
    Physical:  ('tensor', None)
I0420 06:33:04.752394 135121984083776 maxtext_utils.py:1654]  params/params/decoder/layers/pre_self_attention_layer_norm/scale
    Shape:     float32[2048,16]
    Logical:   P('norm', 'layers')
    Physical:  ('tensor', None)
I0420 06:33:04.752449 135121984083776 maxtext_utils.py:1654]  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, 'tensor', None)
I0420 06:33:04.752571 135121984083776 maxtext_utils.py:1654]  params/params/decoder/layers/self_attention/out/kernel
    Shape:     float32[16,16,128,2048]
    Logical:   P('heads', 'layers', 'kv', 'embed')
    Physical:  ('tensor', None, None, 'fsdp')
I0420 06:33:04.752646 135121984083776 maxtext_utils.py:1654]  params/params/decoder/layers/self_attention/query/kernel
    Shape:     float32[2048,16,16,128]
    Logical:   P('embed', 'layers', 'q_heads', 'kv')
    Physical:  ('fsdp', None, 'tensor', None)
I0420 06:33:04.752694 135121984083776 maxtext_utils.py:1654]  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, 'tensor', None)
I0420 06:33:04.752751 135121984083776 maxtext_utils.py:1654]  params/params/decoder/logits_dense/kernel
    Shape:     float32[2048,32000]
    Logical:   P('embed_vocab', 'vocab')
    Physical:  ('fsdp', 'tensor')
I0420 06:33:04.752805 135121984083776 maxtext_utils.py:1654]  params/params/token_embedder/embedding
    Shape:     float32[32000,2048]
    Logical:   P('vocab', 'embed_vocab')
    Physical:  ('tensor', 'fsdp')

I0420 06:33:05.244531 135121984083776 train.py:155] train/xent Logical: float32[8,2048]............................................. ('activation_embed_and_logits_batch', 'activation_length').
I0420 06:33:05.244627 135121984083776 train.py:155] train/xent Physical: float32[8,2048]............................................. ('fsdp', None).
I0420 06:33:05.259930 135121984083776 train.py:162] train/z_loss Logical: float32[8,2048]............................................. ('activation_embed_and_logits_batch', 'activation_length').
I0420 06:33:05.259990 135121984083776 train.py:162] train/z_loss Physical: float32[8,2048]............................................. ('fsdp', None).
I0420 06:33:20.348328 135121984083776 max_utils.py:791] Total memory size: 0.9 GB, Output size: 0.4 GB, Temp size: 0.5 GB, Argument size: 0.4 GB, Host temp size: 0.0 GB.
I0420 06:33:20.349161 135121984083776 metric_logger.py:301] number parameters: 1.104 billion
I0420 06:33:21.496765 135121984083776 checkpointing.py:772] Waiting for step 0 to finish before checkpoint...
I0420 06:33:36.020965 135121984083776 checkpointing.py:776] Waited 14.524179697036743 seconds for step 0 to finish before starting checkpointing.
I0420 06:33:36.023397 135121984083776 checkpoint_manager.py:2009] [process=4][thread=MainThread][wait_until_finished] No Save Finalize thread to wait for. Returning.
I0420 06:33:36.025492 135121984083776 checkpoint_manager.py:1512] [process=4] Saving checkpoint at step 0
I0420 06:33:36.026950 135121984083776 event_tracking.py:70] [process=4] [async] Started save checkpoint @ gs://lance-maxtext/linen_ckpt_xpk_main_20260420_060028/linen_xpk_main_20260420_060028_09_pdb_lt_1/checkpoints/0.
I0420 06:33:36.370064 135121984083776 signaling_client.py:364] Using JaxDistributedSignalingClient
I0420 06:33:36.371099 135121984083776 jax_array_handlers.py:360] Scheduling D2H of 39 prioritized jax.Array.
I0420 06:33:36.371155 135121984083776 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
I0420 06:33:36.635266 135121984083776 base_pytree_checkpoint_handler.py:154] [process=4][thread=MainThread] Initiated "orbax.checkpoint._src.serialization.jax_array_handlers.ArrayHandler".serialize. Time taken: 0.265274s
I0420 06:33:36.635464 135121984083776 base_pytree_checkpoint_handler.py:130] [process=4] /jax/orbax/write/blocking_gbytes_per_sec: 5.699 GiB/s (total gbytes: 1.5 GiB) (time elapsed: 0.27068042755126953 s) (per-host)
I0420 06:33:36.635517 135121984083776 base_pytree_checkpoint_handler.py:768] [process=4][thread=MainThread] Initiated Pytree async_save. Time taken: 0.270744s (batch_requests_ready=0.002205s, total_serialization_initiated=0.268466s, others=0.000073s)
I0420 06:33:36.635614 135121984083776 composite_checkpoint_handler.py:715] [process=4][thread=MainThread] Initiated CompositeCheckpointHandler.async_save. Time taken: 0.274798s (all_items=0.000018s, per_item={'items': '0.00001812'}, temp_paths=0.274780)
I0420 06:33:36.636422 135121984083776 event_tracking.py:125] [process=4] [async] Finished blocking save in 0.61 seconds. Continuing save @ gs://lance-maxtext/linen_ckpt_xpk_main_20260420_060028/linen_xpk_main_20260420_060028_09_pdb_lt_1/checkpoints/0.
I0420 06:33:36.636763 134997417813760 async_checkpointer.py:76] [process=4][thread=async_save] Background save thread started. Deadline for this save operation is 2026-04-20 06:53:36.636724
I0420 06:33:36.658661 135121984083776 checkpoint_manager.py:1560] [process=4][thread=MainThread][step=0] Starting CheckpointManager Save Finalize thread=save_finalize
I0420 06:33:36.658954 134997289707264 async_checkpointer.py:280] [process=4][thread=save_finalize] Waiting for background save thread=async_save.
I0420 06:33:36.659110 135121984083776 standard_logger.py:34] {'step': 0, 'event_type': 'save', 'directory': 'gs://lance-maxtext/linen_ckpt_xpk_main_20260420_060028/linen_xpk_main_20260420_060028_09_pdb_lt_1/checkpoints', 'reached_preemption': False, 'preemption_received_at': None, 'synchronous': False, 'wait_for_prev_start_time': 1776666816.023378, 'wait_for_prev_duration_secs': 6.246566772460938e-05, 'time_between_consecutive_saves_sec': None, 'checkpointer_blocking_start_time': 1776666816.0255334, 'checkpointer_blocking_duration_secs': 0.6113917827606201, 'get_old_steps_start_time': 1776666816.636952, 'get_old_steps_duration_secs': 2.8848648071289062e-05, 'checkpoint_manager_blocking_start_time': 1776666816.0214949, 'checkpoint_manager_blocking_duration_secs': 0.6375751495361328}
I0420 06:33:36.659213 135121984083776 checkpointing.py:408] Started an asynchronous checkpoint save for step 0
I0420 06:33:36.659261 135121984083776 max_utils.py:750] 
Memstats: After params initialized:
I0420 06:33:36.659312 135121984083776 max_utils.py:756] 	Using (GB) 0.43 / 31.25 (1.376000%) on TPU_16(process=4,(0,4,0,0))
I0420 06:33:36.659358 135121984083776 max_utils.py:756] 	Using (GB) 0.43 / 31.25 (1.376000%) on TPU_17(process=4,(1,4,0,0))
I0420 06:33:36.659386 135121984083776 max_utils.py:756] 	Using (GB) 0.43 / 31.25 (1.376000%) on TPU_20(process=4,(0,5,0,0))
I0420 06:33:36.659411 135121984083776 max_utils.py:756] 	Using (GB) 0.43 / 31.25 (1.376000%) on TPU_21(process=4,(1,5,0,0))
I0420 06:33:36.968011 135121984083776 metric_logger.py:196] completed step: 0, seconds: 1.147, TFLOP/s/device: 2.960, Tokens/s/device: 446.190, total_weights: 16384, loss: 10.862, lm_loss: 10.862, perplexity: 52153.723
I0420 06:33:37.065304 135121984083776 metric_logger.py:196] completed step: 1, seconds: 15.470, TFLOP/s/device: 0.220, Tokens/s/device: 33.097, total_weights: 16384, loss: 10.862, lm_loss: 10.862, perplexity: 52153.723
I0420 06:33:37.473737 135121984083776 metric_logger.py:196] completed step: 2, seconds: 0.039, TFLOP/s/device: 87.571, Tokens/s/device: 13199.618, total_weights: 16384, loss: 9.763, lm_loss: 9.763, perplexity: 17373.129
I0420 06:33:37.532399 135121984083776 metric_logger.py:196] completed step: 3, seconds: 0.409, TFLOP/s/device: 8.312, Tokens/s/device: 1252.930, total_weights: 16384, loss: 8.823, lm_loss: 8.823, perplexity: 6791.817
I0420 06:33:37.649544 135121984083776 metric_logger.py:196] completed step: 4, seconds: 0.064, TFLOP/s/device: 52.932, Tokens/s/device: 7978.558, total_weights: 16384, loss: 7.947, lm_loss: 7.947, perplexity: 2828.417
I0420 06:33:37.655258 135121984083776 metric_logger.py:196] completed step: 5, seconds: 0.059, TFLOP/s/device: 57.596, Tokens/s/device: 8681.498, total_weights: 16384, loss: 7.212, lm_loss: 7.212, perplexity: 1355.339
I0420 06:33:39.522024    2502 google_auth_provider.cc:181] Running on GCE, using service account 562977990677-compute@developer.gserviceaccount.com
I0420 06:33:41.608364 134997309224704 array_metadata_store.py:203] [process=4][thread=array_type_handler] Wrote 39 array_metadata.ArrayMetadata to gs://lance-maxtext/linen_ckpt_xpk_main_20260420_060028/linen_xpk_main_20260420_060028_09_pdb_lt_1/checkpoints/0/items/array_metadatas/process_4
I0420 06:33:52.066782 135121984083776 metric_logger.py:196] completed step: 6, seconds: 0.117, TFLOP/s/device: 29.009, Tokens/s/device: 4372.518, total_weights: 16384, loss: 6.652, lm_loss: 6.652, perplexity: 774.659
I0420 06:33:52.125154 135121984083776 metric_logger.py:196] completed step: 7, seconds: 14.354, TFLOP/s/device: 0.237, Tokens/s/device: 35.670, total_weights: 16384, loss: 6.269, lm_loss: 6.269, perplexity: 527.696
I0420 06:33:52.183559 135121984083776 metric_logger.py:196] completed step: 8, seconds: 0.063, TFLOP/s/device: 53.661, Tokens/s/device: 8088.340, total_weights: 16384, loss: 6.031, lm_loss: 6.031, perplexity: 416.165
I0420 06:33:52.241223 135121984083776 checkpointing.py:772] Waiting for step 9 to finish before checkpoint...
I0420 06:33:52.241857 135121984083776 checkpointing.py:776] Waited 0.0006487369537353516 seconds for step 9 to finish before starting checkpointing.
I0420 06:33:52.243901 135121984083776 checkpoint_manager.py:2020] [process=4][thread=MainThread][step=0][wait_until_finished] Waiting for Save Finalize thread (save_finalize) to complete.
I0420 06:34:11.785105 134997417813760 base_pytree_checkpoint_handler.py:130] [process=4] /jax/orbax/write/gbytes_per_sec: 44.596 MiB/s (total gbytes: 1.5 GiB) (time elapsed: 35.4202835559845 s) (per-host)
I0420 06:34:11.785224 134997417813760 async_checkpointer.py:90] [process=4][thread=async_save] 3 Handler Commit operations completed. Time taken: 35.148345s.
I0420 06:34:20.315673 134997417813760 async_checkpointer.py:160] [process=4][thread=async_save] Background save thread done. Time taken: 43.678779s.
I0420 06:34:20.315975 134997289707264 async_checkpointer.py:288] [process=4][thread=save_finalize] Done with waiting for background save thread=async_save.
I0420 06:34:20.316082 134997289707264 async_checkpointer.py:298] [process=4][thread=save_finalize] No errors found in background save thread=async_save.
I0420 06:34:20.316130 134997289707264 checkpoint_manager.py:2137] [process=4][thread=save_finalize][step=0] CheckpointManager Save Finalize is syncing with other hosts...
I0420 06:34:20.317592 134997289707264 checkpoint_manager.py:2146] [process=4][thread=save_finalize][step=0] CheckpointManager Save Finalize is done on all hosts.
I0420 06:34:20.317759 135121984083776 checkpoint_manager.py:2032] [process=4][thread=MainThread][step=0][wait_until_finished] Done waiting for Save Finalize thread (save_finalize) running at step=0.
W0420 06:34:20.317892 135121984083776 checkpoint_manager.py:1452] Waiting for previous save to complete took 28.073993 seconds. If this number is high, consider checkpointing less frequently.
I0420 06:34:20.319863 135121984083776 checkpoint_manager.py:1512] [process=4] Saving checkpoint at step 9
I0420 06:34:20.322047 135121984083776 event_tracking.py:70] [process=4] [async] Started save checkpoint @ gs://lance-maxtext/linen_ckpt_xpk_main_20260420_060028/linen_xpk_main_20260420_060028_09_pdb_lt_1/checkpoints/9.
I0420 06:34:20.897707 135121984083776 jax_array_handlers.py:360] Scheduling D2H of 39 prioritized jax.Array.
I0420 06:34:20.897817 135121984083776 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
I0420 06:34:20.924247 135121984083776 base_pytree_checkpoint_handler.py:154] [process=4][thread=MainThread] Initiated "orbax.checkpoint._src.serialization.jax_array_handlers.ArrayHandler".serialize. Time taken: 0.027678s
I0420 06:34:20.924403 135121984083776 base_pytree_checkpoint_handler.py:130] [process=4] /jax/orbax/write/blocking_gbytes_per_sec: 49.730 GiB/s (total gbytes: 1.5 GiB) (time elapsed: 0.031019210815429688 s) (per-host)
I0420 06:34:20.924455 135121984083776 base_pytree_checkpoint_handler.py:768] [process=4][thread=MainThread] Initiated Pytree async_save. Time taken: 0.031081s (batch_requests_ready=0.001724s, total_serialization_initiated=0.029288s, others=0.000069s)
I0420 06:34:20.924533 135121984083776 composite_checkpoint_handler.py:715] [process=4][thread=MainThread] Initiated CompositeCheckpointHandler.async_save. Time taken: 0.035440s (all_items=0.000015s, per_item={'items': '0.00001478'}, temp_paths=0.035425)
I0420 06:34:20.925176 135121984083776 event_tracking.py:125] [process=4] [async] Finished blocking save in 0.61 seconds. Continuing save @ gs://lance-maxtext/linen_ckpt_xpk_main_20260420_060028/linen_xpk_main_20260420_060028_09_pdb_lt_1/checkpoints/9.
I0420 06:34:20.925469 134997289707264 async_checkpointer.py:76] [process=4][thread=async_save] Background save thread started. Deadline for this save operation is 2026-04-20 06:54:20.925440
I0420 06:34:20.928016 135121984083776 checkpoint_manager.py:1560] [process=4][thread=MainThread][step=9] Starting CheckpointManager Save Finalize thread=save_finalize
I0420 06:34:20.928291 134990461388544 async_checkpointer.py:280] [process=4][thread=save_finalize] Waiting for background save thread=async_save.
I0420 06:34:20.928465 135121984083776 standard_logger.py:34] {'step': 9, 'event_type': 'save', 'directory': 'gs://lance-maxtext/linen_ckpt_xpk_main_20260420_060028/linen_xpk_main_20260420_060028_09_pdb_lt_1/checkpoints', 'reached_preemption': False, 'preemption_received_at': None, 'synchronous': False, 'wait_for_prev_start_time': 1776666832.2438707, 'wait_for_prev_duration_secs': 28.07399320602417, 'time_between_consecutive_saves_sec': None, 'checkpointer_blocking_start_time': 1776666860.3199012, 'checkpointer_blocking_duration_secs': 0.6056861877441406, 'get_old_steps_start_time': 1776666860.9256096, 'get_old_steps_duration_secs': 2.956390380859375e-05, 'checkpoint_manager_blocking_start_time': 1776666832.2420788, 'checkpoint_manager_blocking_duration_secs': 28.686352491378784}
I0420 06:34:20.928581 135121984083776 checkpointing.py:408] Started an asynchronous checkpoint save for step 9
I0420 06:34:20.928627 135121984083776 checkpoint_manager.py:2020] [process=4][thread=MainThread][step=9][wait_until_finished] Waiting for Save Finalize thread (save_finalize) to complete.
I0420 06:34:26.051063 134997417813760 array_metadata_store.py:203] [process=4][thread=array_type_handler] Wrote 39 array_metadata.ArrayMetadata to gs://lance-maxtext/linen_ckpt_xpk_main_20260420_060028/linen_xpk_main_20260420_060028_09_pdb_lt_1/checkpoints/9/items/array_metadatas/process_4
I0420 06:35:01.925260 134997289707264 base_pytree_checkpoint_handler.py:130] [process=4] /jax/orbax/write/gbytes_per_sec: 38.497 MiB/s (total gbytes: 1.5 GiB) (time elapsed: 41.03185725212097 s) (per-host)
I0420 06:35:01.925378 134997289707264 async_checkpointer.py:90] [process=4][thread=async_save] 3 Handler Commit operations completed. Time taken: 40.999815s.
I0420 06:35:11.060609 134997289707264 async_checkpointer.py:160] [process=4][thread=async_save] Background save thread done. Time taken: 50.135030s.
I0420 06:35:11.060909 134990461388544 async_checkpointer.py:288] [process=4][thread=save_finalize] Done with waiting for background save thread=async_save.
I0420 06:35:11.061045 134990461388544 async_checkpointer.py:298] [process=4][thread=save_finalize] No errors found in background save thread=async_save.
I0420 06:35:11.061108 134990461388544 checkpoint_manager.py:2137] [process=4][thread=save_finalize][step=9] CheckpointManager Save Finalize is syncing with other hosts...
I0420 06:35:11.062370 134990461388544 checkpoint_manager.py:2146] [process=4][thread=save_finalize][step=9] CheckpointManager Save Finalize is done on all hosts.
I0420 06:35:11.062543 135121984083776 checkpoint_manager.py:2032] [process=4][thread=MainThread][step=9][wait_until_finished] Done waiting for Save Finalize thread (save_finalize) running at step=9.
I0420 06:35:11.062695 135121984083776 checkpoint_manager.py:2009] [process=4][thread=MainThread][wait_until_finished] No Save Finalize thread to wait for. Returning.
I0420 06:35:11.063640 135121984083776 metric_logger.py:196] completed step: 9, seconds: 0.058, TFLOP/s/device: 58.451, Tokens/s/device: 8810.421, total_weights: 16384, loss: 5.892, lm_loss: 5.892, perplexity: 361.955
Per train step:
 Total TFLOPs: 3.40 
 split as 93.93% learnable weight flops and 6.07% attention flops
XPK End: Mon Apr 20 06:35:22 UTC 2026
EXIT_CODE=0
feat/nnx-set-defaults-true  ·  e27fc1e97  ·  feat_nnx_set_defaults_true_20260420_190404  ·  full log 
XPK Start: Mon Apr 20 19:48:23 UTC 2026
2026-04-20 19:48:27.816501: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:467] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered
WARNING: All log messages before absl::InitializeLog() is called are written to STDERR
E0000 00:00:1776714507.829304      10 cuda_dnn.cc:8579] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered
E0000 00:00:1776714507.832980      10 cuda_blas.cc:1407] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered
W0000 00:00:1776714507.844436      10 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.
W0000 00:00:1776714507.844457      10 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.
W0000 00:00:1776714507.844459      10 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.
W0000 00:00:1776714507.844461      10 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.
2026-04-20 19:48:47.171391: 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)
I0420 19:48:47.699887 136102545049408 max_utils.py:273] Attempting to initialize the jax distributed system...
INFO:2026-04-20 19:48:56,741:jax._src.distributed:140: Starting JAX distributed service on [::]:8482
I0420 19:48:56.741797 136102545049408 distributed.py:140] Starting JAX distributed service on [::]:8482
INFO:2026-04-20 19:48:56,744:jax._src.distributed:157: Connecting to JAX distributed service on mt-09-pdb-lt-1-fxdu8-slice-job-0-0.mt-09-pdb-lt-1-fxdu8:8482
I0420 19:48:56.744149 136102545049408 distributed.py:157] Connecting to JAX distributed service on mt-09-pdb-lt-1-fxdu8-slice-job-0-0.mt-09-pdb-lt-1-fxdu8:8482
I0420 19:48:57.768711 136102545049408 max_utils.py:284] Jax distributed system initialized!
I0420 19:49:04.765516 136102545049408 max_utils.py:800] System Information: Jax Version: 0.8.1
I0420 19:49:04.765625 136102545049408 max_utils.py:801] System Information: Jaxlib Version: 0.8.1
I0420 19:49:04.765666 136102545049408 max_utils.py:802] System Information: Jax Backend: PJRT C API
TFRT TPU v6 lite
Built on Nov 12 2025 14:16:36 (1762985796) cl/831091709
I0420 19:49:04.765702 136102545049408 train_utils.py:377] WARNING: Sequence packing is essentially ignored for synthetic data. Please use a real dataset to use sequence packing.
I0420 19:49:05.386417 136102545049408 maxtext_utils.py:1631] Num_devices: 32, shape (1, 1, 1, 8, 1, 1, 1, 1, 4, 1, 1, 1, 1)
I0420 19:49:05.387024 136102545049408 maxtext_utils.py:1631] Num_devices: 32, shape (1, 1, 1, 8, 1, 1, 1, 1, 4, 1, 1, 1, 1)
I0420 19:49:05.387228 136102545049408 checkpointing.py:688] Setting up checkpoint logger...
I0420 19:49:05.387281 136102545049408 checkpointing.py:234] Creating checkpoint manager with ocdbt=True and zarr3=True
I0420 19:49:05.387326 136102545049408 pytree_checkpoint_handler.py:589] save_device_host_concurrent_bytes=None
I0420 19:49:05.387677 136102545049408 base_pytree_checkpoint_handler.py:415] 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 0x7bc84ef79070>, enable_pinned_host_transfer=False, save_concurrent_bytes: 96000000000 (89.4 GiB), restore_concurrent_bytes: 96000000000 (89.4 GiB)
I0420 19:49:08.307175 136102545049408 checkpointing.py:266] Enabling policy for fixed interval checkpointing.
I0420 19:49:08.307540 136102545049408 checkpoint_manager.py:709] [process=0][thread=MainThread] CheckpointManager init: checkpointers=None, item_names=('items',), item_handlers={'items': <orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x7bb4005b1c40>}, handler_registry=None
I0420 19:49:08.307804 136102545049408 composite_checkpoint_handler.py:237] Deferred registration for item: "items". Adding handler `<orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x7bb4005b1c40>` 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`.
I0420 19:49:08.307866 136102545049408 composite_checkpoint_handler.py:237] Deferred registration for item: "metrics". Adding handler `<orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonCheckpointHandler object at 0x7bb4005b6c30>` 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`.
I0420 19:49:08.307909 136102545049408 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 0x7bb4005b1c40>, ('items', <class 'orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeRestoreArgs'>): <orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x7bb4005b1c40>, ('metrics', <class 'orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonSaveArgs'>): <orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonCheckpointHandler object at 0x7bb4005b6c30>, ('metrics', <class 'orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonRestoreArgs'>): <orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonCheckpointHandler object at 0x7bb4005b6c30>}).
I0420 19:49:08.308468 136102545049408 abstract_checkpointer.py:35] orbax-checkpoint version: 0.11.33
I0420 19:49:08.308559 136102545049408 async_checkpointer.py:177] [process=0][thread=MainThread] Using barrier_sync_fn: <function get_barrier_sync_fn.<locals>._fn at 0x7bb400370180> timeout: 600 secs and primary_host=0 for async checkpoint writes
I0420 19:49:09.256417 136102545049408 checkpoint_manager.py:1818] Found 0 checkpoint steps in gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints
I0420 19:49:09.300176 136102545049408 checkpoint_manager.py:929] [process=0][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_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints: <orbax.checkpoint.checkpoint_manager.CheckpointManager object at 0x7bb4005b60f0>
I0420 19:49:09.300320 136102545049408 checkpointing.py:302] Checkpoint manager created!
I0420 19:49:10.172926 136102545049408 nnx_wrappers.py:455] Unknown Logical: bfloat16[8,2048,2048]....................................... ('activation_batch', 'activation_norm_length', 'activation_embed').
I0420 19:49:10.173028 136102545049408 nnx_wrappers.py:455] Unknown Physical: bfloat16[8,2048,2048]....................................... ('fsdp', None, 'tensor').
I0420 19:49:10.543799 136102545049408 attentions.py:1084] attentions/inputs_q Logical: bfloat16[8,2048,2048]....................................... ('activation_batch', 'activation_attn_length', 'activation_attn_embed').
I0420 19:49:10.543891 136102545049408 attentions.py:1084] attentions/inputs_q Physical: bfloat16[8,2048,2048]....................................... ('fsdp', None, 'tensor').
I0420 19:49:10.559773 136102545049408 attentions.py:1085] attentions/inputs_kv Logical: bfloat16[8,2048,2048]....................................... ('activation_batch', 'activation_attn_length', 'activation_attn_embed').
I0420 19:49:10.559836 136102545049408 attentions.py:1085] attentions/inputs_kv Physical: bfloat16[8,2048,2048]....................................... ('fsdp', None, 'tensor').
I0420 19:49:10.582751 136102545049408 attentions.py:1150] attentions/query Logical: bfloat16[8,2048,16,128]..................................... ('activation_kv_batch', 'activation_attn_length', 'activation_kv_heads', 'activation_kv_head_dim').
I0420 19:49:10.582818 136102545049408 attentions.py:1150] attentions/query Physical: bfloat16[8,2048,16,128]..................................... ('fsdp', None, 'tensor', None).
I0420 19:49:10.598817 136102545049408 attentions.py:1151] attentions/key Logical: bfloat16[8,2048,16,128]..................................... ('activation_kv_batch', 'activation_attn_length', 'activation_kv_heads', 'activation_kv_head_dim').
I0420 19:49:10.598878 136102545049408 attentions.py:1151] attentions/key Physical: bfloat16[8,2048,16,128]..................................... ('fsdp', None, 'tensor', None).
I0420 19:49:10.614756 136102545049408 attentions.py:1152] attentions/value Logical: bfloat16[8,2048,16,128]..................................... ('activation_kv_batch', 'activation_attn_length', 'activation_kv_heads', 'activation_kv_head_dim').
I0420 19:49:10.614815 136102545049408 attentions.py:1152] attentions/value Physical: bfloat16[8,2048,16,128]..................................... ('fsdp', None, 'tensor', None).
I0420 19:49:10.639526 136102545049408 attentions.py:1193] attentions/out Logical: bfloat16[8,2048,16,128]..................................... ('activation_batch', 'activation_attn_length', 'activation_heads', 'activation_kv').
I0420 19:49:10.639612 136102545049408 attentions.py:1193] attentions/out Physical: bfloat16[8,2048,16,128]..................................... ('fsdp', None, 'tensor', None).
I0420 19:49:10.659259 136102545049408 linears.py:541] linears/x Logical: bfloat16[8,2048,7168]....................................... ('activation_batch', 'activation_length', 'activation_mlp').
I0420 19:49:10.659330 136102545049408 linears.py:541] linears/x Physical: bfloat16[8,2048,7168]....................................... ('fsdp', None, 'tensor').
I0420 19:49:10.848670 136102545049408 checkpointing.py:578] checkpoint manager exists so trying to load this run's existing checkpoint
I0420 19:49:10.848781 136102545049408 checkpointing.py:676] No existing checkpoints found, not restoring checkpoint.
fsdp: 8
tensor: 4
I0420 19:49:12.280683 136102545049408 maxtext_utils.py:1740]  params/params/decoder/decoder_norm/scale
    Shape:     float32[2048]
    Logical:   PartitionSpec('norm',)
    Physical:  ('tensor',)
I0420 19:49:12.280814 136102545049408 maxtext_utils.py:1740]  params/params/decoder/layers/mlp/wi_0/kernel
    Shape:     float32[2048,16,7168]
    Logical:   PartitionSpec('embed', 'layers', 'mlp')
    Physical:  ('fsdp', None, 'tensor')
I0420 19:49:12.280877 136102545049408 maxtext_utils.py:1740]  params/params/decoder/layers/mlp/wi_1/kernel
    Shape:     float32[2048,16,7168]
    Logical:   PartitionSpec('embed', 'layers', 'mlp')
    Physical:  ('fsdp', None, 'tensor')
I0420 19:49:12.280936 136102545049408 maxtext_utils.py:1740]  params/params/decoder/layers/mlp/wo/kernel
    Shape:     float32[7168,16,2048]
    Logical:   PartitionSpec('mlp', 'layers', 'embed')
    Physical:  ('tensor', None, 'fsdp')
I0420 19:49:12.280989 136102545049408 maxtext_utils.py:1740]  params/params/decoder/layers/post_self_attention_layer_norm/scale
    Shape:     float32[2048,16]
    Logical:   PartitionSpec('norm', 'layers')
    Physical:  ('tensor', None)
I0420 19:49:12.281028 136102545049408 maxtext_utils.py:1740]  params/params/decoder/layers/pre_self_attention_layer_norm/scale
    Shape:     float32[2048,16]
    Logical:   PartitionSpec('norm', 'layers')
    Physical:  ('tensor', None)
I0420 19:49:12.281099 136102545049408 maxtext_utils.py:1740]  params/params/decoder/layers/self_attention/key/kernel
    Shape:     float32[2048,16,16,128]
    Logical:   PartitionSpec('embed', 'layers', 'kv_heads', 'kv_head_dim')
    Physical:  ('fsdp', None, 'tensor', None)
I0420 19:49:12.281161 136102545049408 maxtext_utils.py:1740]  params/params/decoder/layers/self_attention/out/kernel
    Shape:     float32[16,16,128,2048]
    Logical:   PartitionSpec('heads', 'layers', 'kv', 'embed')
    Physical:  ('tensor', None, None, 'fsdp')
I0420 19:49:12.281204 136102545049408 maxtext_utils.py:1740]  params/params/decoder/layers/self_attention/query/kernel
    Shape:     float32[2048,16,16,128]
    Logical:   PartitionSpec('embed', 'layers', 'q_heads', 'kv')
    Physical:  ('fsdp', None, 'tensor', None)
I0420 19:49:12.281242 136102545049408 maxtext_utils.py:1740]  params/params/decoder/layers/self_attention/value/kernel
    Shape:     float32[2048,16,16,128]
    Logical:   PartitionSpec('embed', 'layers', 'kv_heads', 'kv_head_dim')
    Physical:  ('fsdp', None, 'tensor', None)
I0420 19:49:12.281293 136102545049408 maxtext_utils.py:1740]  params/params/decoder/logits_dense/kernel
    Shape:     float32[2048,32000]
    Logical:   PartitionSpec('embed', 'vocab')
    Physical:  ('fsdp', 'tensor')

I0420 19:49:12.281342 136102545049408 maxtext_utils.py:1740]  params/params/token_embedder/embedding
    Shape:     float32[32000,2048]
    Logical:   PartitionSpec('vocab', 'embed')
    Physical:  ('tensor', 'fsdp')
I0420 19:49:12.782569 136102545049408 train.py:158] train/xent Logical: float32[8,2048]............................................. ('activation_embed_and_logits_batch', 'activation_length').
I0420 19:49:12.782669 136102545049408 train.py:158] train/xent Physical: float32[8,2048]............................................. ('fsdp', None).
I0420 19:49:12.797620 136102545049408 train.py:165] train/z_loss Logical: float32[8,2048]............................................. ('activation_embed_and_logits_batch', 'activation_length').
I0420 19:49:12.797677 136102545049408 train.py:165] train/z_loss Physical: float32[8,2048]............................................. ('fsdp', None).
I0420 19:49:23.032031 136102545049408 max_utils.py:791] Total memory size: 0.9 GB, Output size: 0.4 GB, Temp size: 0.5 GB, Argument size: 0.4 GB, Host temp size: 0.0 GB.
I0420 19:49:23.038057 136102545049408 metric_logger.py:289] number parameters: 1.104 billion
I0420 19:49:24.863451 136102545049408 checkpointing.py:794] Waiting for step 0 to finish before checkpoint...
I0420 19:49:32.879844 136102545049408 checkpointing.py:798] Waited 8.016373872756958 seconds for step 0 to finish before starting checkpointing.
I0420 19:49:32.882417 136102545049408 checkpoint_manager.py:2013] [process=0][thread=MainThread][wait_until_finished] No Save Finalize thread to wait for. Returning.
I0420 19:49:32.884072 136102545049408 checkpoint_manager.py:1518] [process=0] Saving checkpoint at step 0
I0420 19:49:32.886870 136102545049408 async_checkpointer.py:452] [process=0] Started async saving checkpoint to gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints/0.
I0420 19:49:33.582317 136102545049408 signaling_client.py:364] Using JaxDistributedSignalingClient
I0420 19:49:33.840149 135977775388416 atomicity.py:137] Creating tmp directory gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints/0
I0420 19:49:33.851685 136102545049408 jax_array_handlers.py:358] Scheduling D2H of 39 prioritized jax.Array.
I0420 19:49:33.851782 136102545049408 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
I0420 19:49:34.071825 136102545049408 base_pytree_checkpoint_handler.py:153] [process=0][thread=MainThread] Initiated "orbax.checkpoint._src.serialization.jax_array_handlers.ArrayHandler".serialize. Time taken: 0.221134s
I0420 19:49:34.072713 136102545049408 base_pytree_checkpoint_handler.py:129] [process=0] /jax/checkpoint/write/blocking_gbytes_per_sec: 3.196 GiB/s (total gbytes: 1.5 GiB) (time elapsed: 0.482619047164917 s) (per-host)
I0420 19:49:34.072775 136102545049408 base_pytree_checkpoint_handler.py:737] [process=0][thread=MainThread] Initiated Pytree async_save. Time taken: 0.482698s (batch_requests_ready=0.256896s, total_serialization_initiated=0.225008s, others=0.000793s)
I0420 19:49:34.072845 136102545049408 composite_checkpoint_handler.py:715] [process=0][thread=MainThread] Initiated CompositeCheckpointHandler.async_save. Time taken: 0.486742s (all_items=0.000020s, per_item={'items': '0.00002027'}, temp_paths=0.486721)
I0420 19:49:34.073847 135975061255936 async_checkpointer.py:79] [process=0][thread=async_save] Background save thread started.
I0420 19:49:34.074009 136102545049408 async_checkpointer.py:561] Finished blocking save. Time taken: 1.189846s. Continuing background save to gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints/0.
I0420 19:49:34.097374 136102545049408 checkpoint_manager.py:1566] [process=0][thread=MainThread][step=0] Starting CheckpointManager Save Finalize thread=save_finalize
I0420 19:49:34.097649 135977783781120 async_checkpointer.py:265] [process=0][thread=save_finalize] Waiting for background save thread=async_save.
I0420 19:49:34.097810 136102545049408 standard_logger.py:34] {'step': 0, 'event_type': 'save', 'directory': 'gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints', 'reached_preemption': False, 'preemption_received_at': None, 'synchronous': False, 'wait_for_prev_start_time': 1776714572.8823996, 'wait_for_prev_duration_secs': 6.270408630371094e-05, 'time_between_consecutive_saves_sec': None, 'checkpointer_blocking_start_time': 1776714572.88413, 'checkpointer_blocking_duration_secs': 1.1900014877319336, 'get_old_steps_start_time': 1776714574.0741537, 'get_old_steps_duration_secs': 2.3603439331054688e-05, 'checkpoint_manager_blocking_start_time': 1776714572.8803823, 'checkpoint_manager_blocking_duration_secs': 1.2173888683319092}
I0420 19:49:34.097918 136102545049408 checkpointing.py:409] Started an asynchronous checkpoint save for step 0
I0420 19:49:34.097969 136102545049408 max_utils.py:750] 
Memstats: After params initialized:
I0420 19:49:34.098019 136102545049408 max_utils.py:756] 	Using (GB) 0.43 / 31.25 (1.376000%) on TPU_0(process=0,(0,0,0,0))
I0420 19:49:34.098052 136102545049408 max_utils.py:756] 	Using (GB) 0.43 / 31.25 (1.376000%) on TPU_1(process=0,(1,0,0,0))
I0420 19:49:34.098092 136102545049408 max_utils.py:756] 	Using (GB) 0.43 / 31.25 (1.376000%) on TPU_4(process=0,(0,1,0,0))
I0420 19:49:34.098119 136102545049408 max_utils.py:756] 	Using (GB) 0.43 / 31.25 (1.376000%) on TPU_5(process=0,(1,1,0,0))
I0420 19:49:34.401845 136102545049408 metric_logger.py:185] completed step: 0, seconds: 1.573, TFLOP/s/device: 2.160, Tokens/s/device: 325.525, total_weights: 16384, loss: 10.862
I0420 19:49:34.404391 136102545049408 metric_logger.py:269] To see full metrics 'tensorboard --logdir=gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/tensorboard/'
I0420 19:49:34.797981 136102545049408 metric_logger.py:185] completed step: 1, seconds: 9.537, TFLOP/s/device: 0.356, Tokens/s/device: 53.686, total_weights: 16384, loss: 10.862
I0420 19:49:34.855201 136102545049408 metric_logger.py:185] completed step: 2, seconds: 0.397, TFLOP/s/device: 8.560, Tokens/s/device: 1290.183, total_weights: 16384, loss: 9.763
I0420 19:49:34.913975 136102545049408 metric_logger.py:185] completed step: 3, seconds: 0.008, TFLOP/s/device: 421.124, Tokens/s/device: 63476.320, total_weights: 16384, loss: 8.823
I0420 19:49:48.052712 136102545049408 metric_logger.py:185] completed step: 4, seconds: 0.058, TFLOP/s/device: 58.148, Tokens/s/device: 8764.722, total_weights: 16384, loss: 7.947
I0420 19:49:48.060784 136102545049408 metric_logger.py:185] completed step: 5, seconds: 0.058, TFLOP/s/device: 58.461, Tokens/s/device: 8811.937, total_weights: 16384, loss: 7.212
I0420 19:49:48.118141 136102545049408 metric_logger.py:185] completed step: 6, seconds: 13.138, TFLOP/s/device: 0.259, Tokens/s/device: 38.970, total_weights: 16384, loss: 6.652
I0420 19:49:48.176921 136102545049408 metric_logger.py:185] completed step: 7, seconds: 0.006, TFLOP/s/device: 567.549, Tokens/s/device: 85547.201, total_weights: 16384, loss: 6.269
I0420 19:49:48.235418 136102545049408 metric_logger.py:185] completed step: 8, seconds: 0.058, TFLOP/s/device: 58.498, Tokens/s/device: 8817.401, total_weights: 16384, loss: 6.031
I0420 19:49:48.293753 136102545049408 checkpointing.py:794] Waiting for step 9 to finish before checkpoint...
I0420 19:49:48.294377 136102545049408 checkpointing.py:798] Waited 0.0006368160247802734 seconds for step 9 to finish before starting checkpointing.
I0420 19:49:48.296270 136102545049408 checkpoint_manager.py:2024] [process=0][thread=MainThread][step=0][wait_until_finished] Waiting for Save Finalize thread (save_finalize) to complete.
I0420 19:49:48.564244 135977758603008 atomicity.py:137] Creating tmp directory gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints/0/items
I0420 19:49:48.729203 135972924860160 checkpoint.py:188] Wrote Metadata={'item_handlers': None, 'metrics': {}, 'performance_metrics': {}, 'init_timestamp_nsecs': 1776714588304386661, 'commit_timestamp_nsecs': None, 'custom_metadata': {}}, json={"item_handlers": null, "metrics": {}, "performance_metrics": {}, "init_timestamp_nsecs": 1776714588304386661, "commit_timestamp_nsecs": null, "custom_metadata": {}} to gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints/0/_CHECKPOINT_METADATA
I0420 19:49:50.125132    2436 google_auth_provider.cc:181] Running on GCE, using service account 562977990677-compute@developer.gserviceaccount.com
I0420 19:49:51.794265 135980971435776 array_metadata_store.py:203] [process=0][thread=array_type_handler] Wrote 39 array_metadata.ArrayMetadata to gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints/0/items/array_metadatas/process_0
I0420 19:50:26.219302 135980963043072 base_pytree_checkpoint_handler.py:1232] [process=0][thread=write_metadata_after_commits] Commit + Array metadata written. Time taken: 36.098079s (commit=35.104544s, array_metadata_write=0.993536s)
I0420 19:50:26.220390 135975061255936 base_pytree_checkpoint_handler.py:129] [process=0] /jax/checkpoint/write/gbytes_per_sec: 30.013 MiB/s (total gbytes: 1.5 GiB) (time elapsed: 52.63027858734131 s) (per-host)
I0420 19:50:26.220461 135975061255936 async_checkpointer.py:90] [process=0][thread=async_save] 3 Handler Commit operations completed. Time taken: 52.146502s.
I0420 19:50:26.905782 135975061255936 checkpoint.py:228] Read Metadata={'item_handlers': None, 'metrics': {}, 'performance_metrics': {}, 'init_timestamp_nsecs': 1776714588304386661, 'commit_timestamp_nsecs': None, 'custom_metadata': {}} from gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints/0/_CHECKPOINT_METADATA
I0420 19:50:27.655322 135972924860160 checkpoint.py:247] Updated Metadata={'item_handlers': {'items': 'orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler'}, 'metrics': {}, 'performance_metrics': {}, 'init_timestamp_nsecs': 1776714588304386661, 'commit_timestamp_nsecs': None, 'custom_metadata': {}} to gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints/0/_CHECKPOINT_METADATA
I0420 19:50:27.885461 135975061255936 array_metadata_store.py:411] [process=0][thread=async_save] Validated ArrayMetadata from all 8 hosts. Time taken: 0.000249s.
I0420 19:50:28.277899 135975061255936 ocdbt_utils.py:49] Param validation support for Zarr3 will be added later (b/362328389).
I0420 19:50:29.248569 135975061255936 base_pytree_checkpoint_handler.py:1356] [process=0][thread=async_save] Pytree save finalize (merge_ocdbt + ArrayMetadata validation) completed. Time taken: 2.217768s. use_zarr3=True, enable_post_merge_validation=True, directory=gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints/0/items
I0420 19:50:29.251615 135975061255936 atomicity.py:608] Finalizing gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints/0/items
I0420 19:50:29.672190 135975061255936 atomicity.py:608] Finalizing gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints/0
I0420 19:50:30.993050 135975061255936 atomicity.py:790] [process=0][thread=async_save] Finished saving checkpoint (finalized tmp dir) to `gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints/0`.
I0420 19:50:30.994020 135975061255936 async_checkpointer.py:420] Finished async_save (blocking + background). Time taken: 58.109864s. directory=gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints/0
I0420 19:50:30.995593 135975061255936 async_checkpointer.py:144] [process=0][thread=async_save] Background save thread done. Time taken: 56.921632s.
I0420 19:50:30.995734 135977783781120 async_checkpointer.py:273] [process=0][thread=save_finalize] Done with waiting for background save thread=async_save.
I0420 19:50:30.995796 135977783781120 async_checkpointer.py:283] [process=0][thread=save_finalize] No errors found in background save thread=async_save.
I0420 19:50:30.995862 135977783781120 checkpoint_manager.py:2133] [process=0][thread=save_finalize][step=0] CheckpointManager Save Finalize is syncing with other hosts...
I0420 19:50:30.997672 135977783781120 checkpoint_manager.py:2142] [process=0][thread=save_finalize][step=0] CheckpointManager Save Finalize is done on all hosts.
I0420 19:50:30.997787 136102545049408 checkpoint_manager.py:2036] [process=0][thread=MainThread][step=0][wait_until_finished] Done waiting for Save Finalize thread (save_finalize) running at step=0.
W0420 19:50:30.997871 136102545049408 checkpoint_manager.py:1458] Waiting for previous save to complete took 42.701608 seconds. If this number is high, consider checkpointing less frequently.
I0420 19:50:30.999909 136102545049408 checkpoint_manager.py:1518] [process=0] Saving checkpoint at step 9
I0420 19:50:31.003420 136102545049408 async_checkpointer.py:452] [process=0] Started async saving checkpoint to gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints/9.
I0420 19:50:31.948113 135975061255936 atomicity.py:137] Creating tmp directory gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints/9
I0420 19:50:32.039917 136102545049408 jax_array_handlers.py:358] Scheduling D2H of 39 prioritized jax.Array.
I0420 19:50:32.040017 136102545049408 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
I0420 19:50:32.067735 136102545049408 base_pytree_checkpoint_handler.py:153] [process=0][thread=MainThread] Initiated "orbax.checkpoint._src.serialization.jax_array_handlers.ArrayHandler".serialize. Time taken: 0.028839s
I0420 19:50:32.068605 136102545049408 base_pytree_checkpoint_handler.py:129] [process=0] /jax/checkpoint/write/blocking_gbytes_per_sec: 4.259 GiB/s (total gbytes: 1.5 GiB) (time elapsed: 0.3621501922607422 s) (per-host)
I0420 19:50:32.068672 136102545049408 base_pytree_checkpoint_handler.py:737] [process=0][thread=MainThread] Initiated Pytree async_save. Time taken: 0.362232s (batch_requests_ready=0.330347s, total_serialization_initiated=0.031116s, others=0.000770s)
I0420 19:50:32.068774 136102545049408 composite_checkpoint_handler.py:715] [process=0][thread=MainThread] Initiated CompositeCheckpointHandler.async_save. Time taken: 0.366127s (all_items=0.000018s, per_item={'items': '0.00001812'}, temp_paths=0.366109)
I0420 19:50:32.069686 135975620048640 async_checkpointer.py:79] [process=0][thread=async_save] Background save thread started.
I0420 19:50:32.069787 136102545049408 async_checkpointer.py:561] Finished blocking save. Time taken: 1.069803s. Continuing background save to gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints/9.
I0420 19:50:32.071759 136102545049408 checkpoint_manager.py:1566] [process=0][thread=MainThread][step=9] Starting CheckpointManager Save Finalize thread=save_finalize
I0420 19:50:32.071988 135977783781120 async_checkpointer.py:265] [process=0][thread=save_finalize] Waiting for background save thread=async_save.
I0420 19:50:32.072125 136102545049408 standard_logger.py:34] {'step': 9, 'event_type': 'save', 'directory': 'gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints', 'reached_preemption': False, 'preemption_received_at': None, 'synchronous': False, 'wait_for_prev_start_time': 1776714588.2962406, 'wait_for_prev_duration_secs': 42.70160794258118, 'time_between_consecutive_saves_sec': None, 'checkpointer_blocking_start_time': 1776714630.9999504, 'checkpointer_blocking_duration_secs': 1.0699527263641357, 'get_old_steps_start_time': 1776714632.0699234, 'get_old_steps_duration_secs': 2.6464462280273438e-05, 'checkpoint_manager_blocking_start_time': 1776714588.2946002, 'checkpoint_manager_blocking_duration_secs': 43.777491331100464}
I0420 19:50:32.072229 136102545049408 checkpointing.py:409] Started an asynchronous checkpoint save for step 9
I0420 19:50:32.072273 136102545049408 checkpoint_manager.py:2024] [process=0][thread=MainThread][step=9][wait_until_finished] Waiting for Save Finalize thread (save_finalize) to complete.
I0420 19:50:33.769856 135977758603008 atomicity.py:137] Creating tmp directory gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints/9/items
I0420 19:50:36.602611 135975636834048 array_metadata_store.py:203] [process=0][thread=array_type_handler] Wrote 39 array_metadata.ArrayMetadata to gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints/9/items/array_metadatas/process_0
I0420 19:51:16.668639 135975628441344 base_pytree_checkpoint_handler.py:1232] [process=0][thread=write_metadata_after_commits] Commit + Array metadata written. Time taken: 41.768550s (commit=40.664695s, array_metadata_write=1.103855s)
I0420 19:51:16.669748 135975620048640 base_pytree_checkpoint_handler.py:129] [process=0] /jax/checkpoint/write/gbytes_per_sec: 35.131 MiB/s (total gbytes: 1.5 GiB) (time elapsed: 44.96325421333313 s) (per-host)
I0420 19:51:16.669880 135975620048640 async_checkpointer.py:90] [process=0][thread=async_save] 3 Handler Commit operations completed. Time taken: 44.600136s.
I0420 19:51:18.291726 135975620048640 array_metadata_store.py:411] [process=0][thread=async_save] Validated ArrayMetadata from all 8 hosts. Time taken: 0.000223s.
I0420 19:51:18.553041 135975620048640 ocdbt_utils.py:49] Param validation support for Zarr3 will be added later (b/362328389).
I0420 19:51:19.636140 135975620048640 base_pytree_checkpoint_handler.py:1356] [process=0][thread=async_save] Pytree save finalize (merge_ocdbt + ArrayMetadata validation) completed. Time taken: 2.054101s. use_zarr3=True, enable_post_merge_validation=True, directory=gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints/9/items
I0420 19:51:19.637833 135975620048640 atomicity.py:608] Finalizing gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints/9/items
I0420 19:51:20.060880 135975620048640 atomicity.py:608] Finalizing gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints/9
I0420 19:51:21.379698 135975620048640 atomicity.py:790] [process=0][thread=async_save] Finished saving checkpoint (finalized tmp dir) to `gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints/9`.
I0420 19:51:21.380548 135975620048640 async_checkpointer.py:420] Finished async_save (blocking + background). Time taken: 50.380571s. directory=gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_set_defaults_true_20260420_190404/linen_xpk_feat_nnx_set_defaults_true_20260420_190404_09_pdb_lt_1/checkpoints/9
I0420 19:51:21.382309 135975620048640 async_checkpointer.py:144] [process=0][thread=async_save] Background save thread done. Time taken: 49.312564s.
I0420 19:51:21.382529 135977783781120 async_checkpointer.py:273] [process=0][thread=save_finalize] Done with waiting for background save thread=async_save.
I0420 19:51:21.382647 135977783781120 async_checkpointer.py:283] [process=0][thread=save_finalize] No errors found in background save thread=async_save.
I0420 19:51:21.382711 135977783781120 checkpoint_manager.py:2133] [process=0][thread=save_finalize][step=9] CheckpointManager Save Finalize is syncing with other hosts...
I0420 19:51:21.384358 135977783781120 checkpoint_manager.py:2142] [process=0][thread=save_finalize][step=9] CheckpointManager Save Finalize is done on all hosts.
I0420 19:51:21.384537 136102545049408 checkpoint_manager.py:2036] [process=0][thread=MainThread][step=9][wait_until_finished] Done waiting for Save Finalize thread (save_finalize) running at step=9.
I0420 19:51:21.384682 136102545049408 checkpoint_manager.py:2013] [process=0][thread=MainThread][wait_until_finished] No Save Finalize thread to wait for. Returning.
I0420 19:51:21.385287 136102545049408 metric_logger.py:185] completed step: 9, seconds: 0.059, TFLOP/s/device: 57.500, Tokens/s/device: 8667.096, total_weights: 16384, loss: 5.892
Per train step:
 Total TFLOPs: 3.40 
 split as 93.93% learnable weight flops and 6.07% attention flops
XPK End: Mon Apr 20 19:51:34 UTC 2026
EXIT_CODE=0