main (574ad3fb9) vs feat/nnx-post-train-fixes (574ad3fb9)| Metric | main 574ad3fb9 | feat/nnx-post-train-fixes 574ad3fb9 | Diff (feat/nnx-post-train-fixes − main) |
|---|---|---|---|
| Parameters | 1.104 billion | 1.104 billion | — |
| Final loss | 8.1790 | 8.1790 | 0 |
| TFLOP/s | 92.176 | 92.093 | -0.083 |
| Tok/s | 13893.8 | 13881.3 | -12.524 |
| Avg s/step | 2.833 | 2.975 | +0.142 |
| Memory % | 1.38 | 1.38 | 0 |
| JAX | 0.9.2 | 0.9.2 | — |
Diff = branch value − main value. Green = branch improved. Red = branch regressed.
XPK Start: Sat Apr 18 18:41:42 UTC 2026 PyTorch was not found. Models won't be available and only tokenizers, configuration and file/data utilities can be used. 2026-04-18 18:42:06.694631: 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) I0418 18:42:06.877488 133914708539200 max_utils.py:273] Attempting to initialize the jax distributed system... I0418 18:42:15.918587 133914708539200 distributed.py:149] Starting JAX distributed service on [::]:8482 I0418 18:42:15.921077 133914708539200 distributed.py:172] Connecting to JAX distributed service on mt-10-shardy-true-y5zrb-slice-job-0-0.mt-10-shardy-true-y5zrb:8482 I0418 18:42:16.863288 133914708539200 max_utils.py:284] Jax distributed system initialized! I0418 18:42:22.113700 133914708539200 max_utils.py:800] System Information: Jax Version: 0.9.2 I0418 18:42:22.113806 133914708539200 max_utils.py:801] System Information: Jaxlib Version: 0.9.2 I0418 18:42:22.113844 133914708539200 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 I0418 18:42:22.113877 133914708539200 train_utils.py:348] WARNING: Sequence packing is essentially ignored for synthetic data. Please use a real dataset to use sequence packing. I0418 18:42:22.815111 133914708539200 maxtext_utils.py:1551] Num_devices: 32, shape (1, 1, 1, 32, 1, 1, 1, 1, 1, 1, 1, 1, 1) I0418 18:42:22.815379 133914708539200 checkpointing.py:677] Setting up checkpoint logger... I0418 18:42:22.815432 133914708539200 checkpointing.py:233] Creating checkpoint manager with ocdbt=True and zarr3=True I0418 18:42:22.815492 133914708539200 pytree_checkpoint_handler.py:592] save_device_host_concurrent_bytes=None I0418 18:42:22.815828 133914708539200 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 0x79cadc317dd0>, enable_pinned_host_transfer=False, save_concurrent_bytes: 96000000000 (89.4 GiB), restore_concurrent_bytes: 96000000000 (89.4 GiB) I0418 18:42:26.648787 133914708539200 checkpointing.py:265] Enabling policy for fixed interval checkpointing. I0418 18:42:26.649026 133914708539200 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 0x79b71447e030>}, handler_registry=None I0418 18:42:26.649260 133914708539200 composite_checkpoint_handler.py:237] Deferred registration for item: "items". Adding handler `<orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x79b71447e030>` 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`. I0418 18:42:26.649307 133914708539200 composite_checkpoint_handler.py:237] Deferred registration for item: "metrics". Adding handler `<orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonCheckpointHandler object at 0x79b7144803e0>` 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`. I0418 18:42:26.649342 133914708539200 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 0x79b71447e030>, ('items', <class 'orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeRestoreArgs'>): <orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x79b71447e030>, ('metrics', <class 'orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonSaveArgs'>): <orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonCheckpointHandler object at 0x79b7144803e0>, ('metrics', <class 'orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonRestoreArgs'>): <orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonCheckpointHandler object at 0x79b7144803e0>}). I0418 18:42:26.649667 133914708539200 abstract_checkpointer.py:35] orbax-checkpoint version: 0.11.34 I0418 18:42:26.649804 133914708539200 async_checkpointer.py:192] [process=5][thread=MainThread] Using barrier_sync_fn: <function get_barrier_sync_fn.<locals>._fn at 0x79b6fc7f7d80> timeout: 1200 secs and primary_host=0 for async checkpoint writes I0418 18:42:27.767965 133914708539200 checkpoint_manager.py:1812] Found 0 checkpoint steps in gs://lance-maxtext/linen_ckpt_xpk_main_20260418_180002/linen_xpk_main_20260418_180002_10_shardy_true/checkpoints I0418 18:42:29.061217 133914708539200 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_main_20260418_180002/linen_xpk_main_20260418_180002_10_shardy_true/checkpoints: <orbax.checkpoint.checkpoint_manager.CheckpointManager object at 0x79b7145dd400> I0418 18:42:29.061382 133914708539200 checkpointing.py:301] Checkpoint manager created! I0418 18:42:29.989322 133914708539200 nnx_wrappers.py:437] Unknown Logical: bfloat16[32,2048,2048]...................................... ('activation_batch', 'activation_norm_length', 'activation_embed'). I0418 18:42:29.989434 133914708539200 nnx_wrappers.py:437] Unknown Physical: bfloat16[32,2048,2048]...................................... ('fsdp', None, None). I0418 18:42:30.365541 133914708539200 attentions.py:1088] attentions/inputs_q Logical: bfloat16[32,2048,2048]...................................... ('activation_batch', 'activation_attn_length', 'activation_attn_embed'). I0418 18:42:30.365628 133914708539200 attentions.py:1088] attentions/inputs_q Physical: bfloat16[32,2048,2048]...................................... ('fsdp', None, None). I0418 18:42:30.381757 133914708539200 attentions.py:1089] attentions/inputs_kv Logical: bfloat16[32,2048,2048]...................................... ('activation_batch', 'activation_attn_length', 'activation_attn_embed'). I0418 18:42:30.381813 133914708539200 attentions.py:1089] attentions/inputs_kv Physical: bfloat16[32,2048,2048]...................................... ('fsdp', None, None). I0418 18:42:30.405273 133914708539200 attentions.py:1154] attentions/query Logical: bfloat16[32,2048,16,128].................................... ('activation_kv_batch', 'activation_attn_length', 'activation_kv_heads', 'activation_kv_head_dim'). I0418 18:42:30.405340 133914708539200 attentions.py:1154] attentions/query Physical: bfloat16[32,2048,16,128].................................... ('fsdp', None, None, None). I0418 18:42:30.421690 133914708539200 attentions.py:1155] attentions/key Logical: bfloat16[32,2048,16,128].................................... ('activation_kv_batch', 'activation_attn_length', 'activation_kv_heads', 'activation_kv_head_dim'). I0418 18:42:30.421756 133914708539200 attentions.py:1155] attentions/key Physical: bfloat16[32,2048,16,128].................................... ('fsdp', None, None, None). I0418 18:42:30.437949 133914708539200 attentions.py:1156] attentions/value Logical: bfloat16[32,2048,16,128].................................... ('activation_kv_batch', 'activation_attn_length', 'activation_kv_heads', 'activation_kv_head_dim'). I0418 18:42:30.438007 133914708539200 attentions.py:1156] attentions/value Physical: bfloat16[32,2048,16,128].................................... ('fsdp', None, None, None). I0418 18:42:30.462394 133914708539200 attentions.py:1197] attentions/out Logical: bfloat16[32,2048,16,128].................................... ('activation_batch', 'activation_attn_length', 'activation_heads', 'activation_kv'). I0418 18:42:30.462481 133914708539200 attentions.py:1197] attentions/out Physical: bfloat16[32,2048,16,128].................................... ('fsdp', None, None, None). I0418 18:42:30.484215 133914708539200 linears.py:525] linears/x Logical: bfloat16[32,2048,7168]...................................... ('activation_batch', 'activation_length', 'activation_mlp'). I0418 18:42:30.484279 133914708539200 linears.py:525] linears/x Physical: bfloat16[32,2048,7168]...................................... ('fsdp', None, None). I0418 18:42:30.698811 133914708539200 checkpointing.py:577] checkpoint manager exists so trying to load this run's existing checkpoint I0418 18:42:30.698915 133914708539200 checkpointing.py:665] No existing checkpoints found, not restoring checkpoint. fsdp: 32 I0418 18:42:32.122489 133914708539200 maxtext_utils.py:1654] params/params/decoder/decoder_norm/scale Shape: float32[2048] Logical: P('norm',) Physical: (None,) I0418 18:42:32.122609 133914708539200 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, None) I0418 18:42:32.122660 133914708539200 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, None) I0418 18:42:32.122715 133914708539200 maxtext_utils.py:1654] params/params/decoder/layers/mlp/wo/kernel Shape: float32[7168,16,2048] Logical: P('mlp', 'layers', 'embed') Physical: (None, None, 'fsdp') I0418 18:42:32.122766 133914708539200 maxtext_utils.py:1654] params/params/decoder/layers/post_self_attention_layer_norm/scale Shape: float32[2048,16] Logical: P('norm', 'layers') Physical: (None, None) I0418 18:42:32.122803 133914708539200 maxtext_utils.py:1654] params/params/decoder/layers/pre_self_attention_layer_norm/scale Shape: float32[2048,16] Logical: P('norm', 'layers') Physical: (None, None) I0418 18:42:32.122852 133914708539200 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, None, None) I0418 18:42:32.122900 133914708539200 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: (None, None, None, 'fsdp') I0418 18:42:32.122940 133914708539200 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, None, None) I0418 18:42:32.122981 133914708539200 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, None, None) I0418 18:42:32.123026 133914708539200 maxtext_utils.py:1654] params/params/decoder/logits_dense/kernel Shape: float32[2048,32000] Logical: P('embed_vocab', 'vocab') Physical: ('fsdp', None) I0418 18:42:32.123071 133914708539200 maxtext_utils.py:1654] params/params/token_embedder/embedding Shape: float32[32000,2048] Logical: P('vocab', 'embed_vocab') Physical: (None, 'fsdp') I0418 18:42:32.605906 133914708539200 train.py:155] train/xent Logical: float32[32,2048]............................................ ('activation_embed_and_logits_batch', 'activation_length'). I0418 18:42:32.606003 133914708539200 train.py:155] train/xent Physical: float32[32,2048]............................................ ('fsdp', None). I0418 18:42:32.621312 133914708539200 train.py:162] train/z_loss Logical: float32[32,2048]............................................ ('activation_embed_and_logits_batch', 'activation_length'). I0418 18:42:32.621371 133914708539200 train.py:162] train/z_loss Physical: float32[32,2048]............................................ ('fsdp', None). I0418 18:42:43.553602 133914708539200 max_utils.py:791] Total memory size: 1.5 GB, Output size: 0.4 GB, Temp size: 1.1 GB, Argument size: 0.4 GB, Host temp size: 0.0 GB. I0418 18:42:43.554400 133914708539200 metric_logger.py:301] number parameters: 1.104 billion I0418 18:42:54.752810 133914708539200 checkpointing.py:772] Waiting for step 0 to finish before checkpoint... I0418 18:42:55.021728 133914708539200 checkpointing.py:776] Waited 0.26889610290527344 seconds for step 0 to finish before starting checkpointing. I0418 18:42:55.024064 133914708539200 checkpoint_manager.py:2009] [process=5][thread=MainThread][wait_until_finished] No Save Finalize thread to wait for. Returning. I0418 18:42:55.025806 133914708539200 checkpoint_manager.py:1512] [process=5] Saving checkpoint at step 0 I0418 18:42:55.027328 133914708539200 event_tracking.py:70] [process=5] [async] Started save checkpoint @ gs://lance-maxtext/linen_ckpt_xpk_main_20260418_180002/linen_xpk_main_20260418_180002_10_shardy_true/checkpoints/0. I0418 18:42:55.751049 133914708539200 signaling_client.py:364] Using JaxDistributedSignalingClient I0418 18:42:55.752059 133914708539200 jax_array_handlers.py:360] Scheduling D2H of 39 prioritized jax.Array. I0418 18:42:55.752115 133914708539200 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 I0418 18:42:56.028216 133914708539200 base_pytree_checkpoint_handler.py:154] [process=5][thread=MainThread] Initiated "orbax.checkpoint._src.serialization.jax_array_handlers.ArrayHandler".serialize. Time taken: 0.277247s I0418 18:42:56.028384 133914708539200 base_pytree_checkpoint_handler.py:130] [process=5] /jax/orbax/write/blocking_gbytes_per_sec: 5.458 GiB/s (total gbytes: 1.5 GiB) (time elapsed: 0.2826268672943115 s) (per-host) I0418 18:42:56.028434 133914708539200 base_pytree_checkpoint_handler.py:768] [process=5][thread=MainThread] Initiated Pytree async_save. Time taken: 0.282687s (batch_requests_ready=0.002196s, total_serialization_initiated=0.280424s, others=0.000068s) I0418 18:42:56.028541 133914708539200 composite_checkpoint_handler.py:715] [process=5][thread=MainThread] Initiated CompositeCheckpointHandler.async_save. Time taken: 0.286869s (all_items=0.000017s, per_item={'items': '0.00001717'}, temp_paths=0.286852) I0418 18:42:56.029290 133914708539200 event_tracking.py:125] [process=5] [async] Finished blocking save in 1.00 seconds. Continuing save @ gs://lance-maxtext/linen_ckpt_xpk_main_20260418_180002/linen_xpk_main_20260418_180002_10_shardy_true/checkpoints/0. I0418 18:42:56.029646 133788558419712 async_checkpointer.py:76] [process=5][thread=async_save] Background save thread started. Deadline for this save operation is 2026-04-18 19:02:56.029607 I0418 18:42:56.039738 133914708539200 checkpoint_manager.py:1560] [process=5][thread=MainThread][step=0] Starting CheckpointManager Save Finalize thread=save_finalize I0418 18:42:56.040051 133787493070592 async_checkpointer.py:280] [process=5][thread=save_finalize] Waiting for background save thread=async_save. I0418 18:42:56.040205 133914708539200 standard_logger.py:34] {'step': 0, 'event_type': 'save', 'directory': 'gs://lance-maxtext/linen_ckpt_xpk_main_20260418_180002/linen_xpk_main_20260418_180002_10_shardy_true/checkpoints', 'reached_preemption': False, 'preemption_received_at': None, 'synchronous': False, 'wait_for_prev_start_time': 1776537775.0240462, 'wait_for_prev_duration_secs': 5.817413330078125e-05, 'time_between_consecutive_saves_sec': None, 'checkpointer_blocking_start_time': 1776537775.0258446, 'checkpointer_blocking_duration_secs': 1.0039622783660889, 'get_old_steps_start_time': 1776537776.0298314, 'get_old_steps_duration_secs': 3.0040740966796875e-05, 'checkpoint_manager_blocking_start_time': 1776537775.02232, 'checkpoint_manager_blocking_duration_secs': 1.0178472995758057} I0418 18:42:56.040307 133914708539200 checkpointing.py:408] Started an asynchronous checkpoint save for step 0 I0418 18:42:56.040355 133914708539200 max_utils.py:750] Memstats: After params initialized: I0418 18:42:56.040401 133914708539200 max_utils.py:756] Using (GB) 0.43 / 31.25 (1.376000%) on TPU_18(process=5,(2,4,0,0)) I0418 18:42:56.040432 133914708539200 max_utils.py:756] Using (GB) 0.43 / 31.25 (1.376000%) on TPU_19(process=5,(3,4,0,0)) I0418 18:42:56.040474 133914708539200 max_utils.py:756] Using (GB) 0.43 / 31.25 (1.376000%) on TPU_22(process=5,(2,5,0,0)) I0418 18:42:56.040502 133914708539200 max_utils.py:756] Using (GB) 0.43 / 31.25 (1.376000%) on TPU_23(process=5,(3,5,0,0)) I0418 18:42:56.350466 133914708539200 metric_logger.py:196] completed step: 0, seconds: 11.198, TFLOP/s/device: 1.213, Tokens/s/device: 182.885, total_weights: 65536, loss: 10.874, lm_loss: 10.874, perplexity: 52779.875 I0418 18:42:56.540039 133914708539200 metric_logger.py:196] completed step: 1, seconds: 1.596, TFLOP/s/device: 8.512, Tokens/s/device: 1283.093, total_weights: 65536, loss: 10.874, lm_loss: 10.874, perplexity: 52779.875 I0418 18:42:56.932957 133914708539200 metric_logger.py:196] completed step: 2, seconds: 0.040, TFLOP/s/device: 338.679, Tokens/s/device: 51049.404, total_weights: 65536, loss: 10.262, lm_loss: 10.262, perplexity: 28637.129 I0418 18:42:57.080399 133914708539200 metric_logger.py:196] completed step: 3, seconds: 0.395, TFLOP/s/device: 34.367, Tokens/s/device: 5180.207, total_weights: 65536, loss: 9.734, lm_loss: 9.734, perplexity: 16889.203 I0418 18:42:57.375797 133914708539200 metric_logger.py:196] completed step: 4, seconds: 0.153, TFLOP/s/device: 88.825, Tokens/s/device: 13388.684, total_weights: 65536, loss: 9.277, lm_loss: 9.277, perplexity: 10694.614 I0418 18:42:57.381598 133914708539200 metric_logger.py:196] completed step: 5, seconds: 0.148, TFLOP/s/device: 91.943, Tokens/s/device: 13858.626, total_weights: 65536, loss: 8.892, lm_loss: 8.892, perplexity: 7270.717 I0418 18:42:59.352937 2741 google_auth_provider.cc:181] Running on GCE, using service account 562977990677-compute@developer.gserviceaccount.com I0418 18:43:03.161494 133788512270080 array_metadata_store.py:203] [process=5][thread=array_type_handler] Wrote 39 array_metadata.ArrayMetadata to gs://lance-maxtext/linen_ckpt_xpk_main_20260418_180002/linen_xpk_main_20260418_180002_10_shardy_true/checkpoints/0/items/array_metadatas/process_5 I0418 18:43:20.102432 133914708539200 metric_logger.py:196] completed step: 6, seconds: 0.295, TFLOP/s/device: 45.994, Tokens/s/device: 6932.714, total_weights: 65536, loss: 8.592, lm_loss: 8.592, perplexity: 5390.759 I0418 18:43:20.249827 133914708539200 metric_logger.py:196] completed step: 7, seconds: 22.574, TFLOP/s/device: 0.602, Tokens/s/device: 90.723, total_weights: 65536, loss: 8.384, lm_loss: 8.384, perplexity: 4376.905 I0418 18:43:20.397408 133914708539200 metric_logger.py:196] completed step: 8, seconds: 0.152, TFLOP/s/device: 89.341, Tokens/s/device: 13466.508, total_weights: 65536, loss: 8.255, lm_loss: 8.255, perplexity: 3846.406 I0418 18:43:20.543981 133914708539200 checkpointing.py:772] Waiting for step 9 to finish before checkpoint... I0418 18:43:20.544615 133914708539200 checkpointing.py:776] Waited 0.0006537437438964844 seconds for step 9 to finish before starting checkpointing. I0418 18:43:20.546694 133914708539200 checkpoint_manager.py:2020] [process=5][thread=MainThread][step=0][wait_until_finished] Waiting for Save Finalize thread (save_finalize) to complete. I0418 18:43:32.704379 133788558419712 base_pytree_checkpoint_handler.py:130] [process=5] /jax/orbax/write/gbytes_per_sec: 42.740 MiB/s (total gbytes: 1.5 GiB) (time elapsed: 36.95858144760132 s) (per-host) I0418 18:43:32.704526 133788558419712 async_checkpointer.py:90] [process=5][thread=async_save] 3 Handler Commit operations completed. Time taken: 36.674764s. I0418 18:43:42.130041 133788558419712 async_checkpointer.py:160] [process=5][thread=async_save] Background save thread done. Time taken: 46.100262s. I0418 18:43:42.130335 133787493070592 async_checkpointer.py:288] [process=5][thread=save_finalize] Done with waiting for background save thread=async_save. I0418 18:43:42.130450 133787493070592 async_checkpointer.py:298] [process=5][thread=save_finalize] No errors found in background save thread=async_save. I0418 18:43:42.130512 133787493070592 checkpoint_manager.py:2137] [process=5][thread=save_finalize][step=0] CheckpointManager Save Finalize is syncing with other hosts... I0418 18:43:42.132972 133787493070592 checkpoint_manager.py:2146] [process=5][thread=save_finalize][step=0] CheckpointManager Save Finalize is done on all hosts. I0418 18:43:42.133153 133914708539200 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. W0418 18:43:42.133286 133914708539200 checkpoint_manager.py:1452] Waiting for previous save to complete took 21.586590 seconds. If this number is high, consider checkpointing less frequently. I0418 18:43:42.135097 133914708539200 checkpoint_manager.py:1512] [process=5] Saving checkpoint at step 9 I0418 18:43:42.137277 133914708539200 event_tracking.py:70] [process=5] [async] Started save checkpoint @ gs://lance-maxtext/linen_ckpt_xpk_main_20260418_180002/linen_xpk_main_20260418_180002_10_shardy_true/checkpoints/9. I0418 18:43:42.849955 133914708539200 jax_array_handlers.py:360] Scheduling D2H of 39 prioritized jax.Array. I0418 18:43:42.850045 133914708539200 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 I0418 18:43:42.884425 133914708539200 base_pytree_checkpoint_handler.py:154] [process=5][thread=MainThread] Initiated "orbax.checkpoint._src.serialization.jax_array_handlers.ArrayHandler".serialize. Time taken: 0.035644s I0418 18:43:42.884613 133914708539200 base_pytree_checkpoint_handler.py:130] [process=5] /jax/orbax/write/blocking_gbytes_per_sec: 39.494 GiB/s (total gbytes: 1.5 GiB) (time elapsed: 0.03905797004699707 s) (per-host) I0418 18:43:42.884691 133914708539200 base_pytree_checkpoint_handler.py:768] [process=5][thread=MainThread] Initiated Pytree async_save. Time taken: 0.039120s (batch_requests_ready=0.001739s, total_serialization_initiated=0.037311s, others=0.000070s) I0418 18:43:42.884789 133914708539200 composite_checkpoint_handler.py:715] [process=5][thread=MainThread] Initiated CompositeCheckpointHandler.async_save. Time taken: 0.043571s (all_items=0.000031s, per_item={'items': '0.00003123'}, temp_paths=0.043540) I0418 18:43:42.886593 133914708539200 event_tracking.py:125] [process=5] [async] Finished blocking save in 0.75 seconds. Continuing save @ gs://lance-maxtext/linen_ckpt_xpk_main_20260418_180002/linen_xpk_main_20260418_180002_10_shardy_true/checkpoints/9. I0418 18:43:42.886918 133787493070592 async_checkpointer.py:76] [process=5][thread=async_save] Background save thread started. Deadline for this save operation is 2026-04-18 19:03:42.886882 I0418 18:43:42.889205 133914708539200 checkpoint_manager.py:1560] [process=5][thread=MainThread][step=9] Starting CheckpointManager Save Finalize thread=save_finalize I0418 18:43:42.889511 133788512270080 async_checkpointer.py:280] [process=5][thread=save_finalize] Waiting for background save thread=async_save. I0418 18:43:42.889675 133914708539200 standard_logger.py:34] {'step': 9, 'event_type': 'save', 'directory': 'gs://lance-maxtext/linen_ckpt_xpk_main_20260418_180002/linen_xpk_main_20260418_180002_10_shardy_true/checkpoints', 'reached_preemption': False, 'preemption_received_at': None, 'synchronous': False, 'wait_for_prev_start_time': 1776537800.546664, 'wait_for_prev_duration_secs': 21.58659029006958, 'time_between_consecutive_saves_sec': None, 'checkpointer_blocking_start_time': 1776537822.1351357, 'checkpointer_blocking_duration_secs': 0.7519299983978271, 'get_old_steps_start_time': 1776537822.8870883, 'get_old_steps_duration_secs': 3.075599670410156e-05, 'checkpoint_manager_blocking_start_time': 1776537800.5448525, 'checkpoint_manager_blocking_duration_secs': 22.34478735923767} I0418 18:43:42.889788 133914708539200 checkpointing.py:408] Started an asynchronous checkpoint save for step 9 I0418 18:43:42.889832 133914708539200 checkpoint_manager.py:2020] [process=5][thread=MainThread][step=9][wait_until_finished] Waiting for Save Finalize thread (save_finalize) to complete. I0418 18:43:48.769068 133766471210752 array_metadata_store.py:203] [process=5][thread=array_type_handler] Wrote 39 array_metadata.ArrayMetadata to gs://lance-maxtext/linen_ckpt_xpk_main_20260418_180002/linen_xpk_main_20260418_180002_10_shardy_true/checkpoints/9/items/array_metadatas/process_5 I0418 18:44:26.383441 133787493070592 base_pytree_checkpoint_handler.py:130] [process=5] /jax/orbax/write/gbytes_per_sec: 36.281 MiB/s (total gbytes: 1.5 GiB) (time elapsed: 43.537856340408325 s) (per-host) I0418 18:44:26.383557 133787493070592 async_checkpointer.py:90] [process=5][thread=async_save] 3 Handler Commit operations completed. Time taken: 43.496523s. I0418 18:44:34.188766 133787493070592 async_checkpointer.py:160] [process=5][thread=async_save] Background save thread done. Time taken: 51.301714s. I0418 18:44:34.189069 133788512270080 async_checkpointer.py:288] [process=5][thread=save_finalize] Done with waiting for background save thread=async_save. I0418 18:44:34.189213 133788512270080 async_checkpointer.py:298] [process=5][thread=save_finalize] No errors found in background save thread=async_save. I0418 18:44:34.189274 133788512270080 checkpoint_manager.py:2137] [process=5][thread=save_finalize][step=9] CheckpointManager Save Finalize is syncing with other hosts... I0418 18:44:34.190756 133788512270080 checkpoint_manager.py:2146] [process=5][thread=save_finalize][step=9] CheckpointManager Save Finalize is done on all hosts. I0418 18:44:34.190939 133914708539200 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. I0418 18:44:34.191092 133914708539200 checkpoint_manager.py:2009] [process=5][thread=MainThread][wait_until_finished] No Save Finalize thread to wait for. Returning. I0418 18:44:34.191994 133914708539200 metric_logger.py:196] completed step: 9, seconds: 0.147, TFLOP/s/device: 92.176, Tokens/s/device: 13893.788, total_weights: 65536, loss: 8.179, lm_loss: 8.179, perplexity: 3564.635 Per train step: Total TFLOPs: 13.59 split as 93.93% learnable weight flops and 6.07% attention flops XPK End: Sat Apr 18 18:44:43 UTC 2026 EXIT_CODE=0
XPK Start: Sun Apr 19 00:19:32 UTC 2026 PyTorch was not found. Models won't be available and only tokenizers, configuration and file/data utilities can be used. 2026-04-19 00:19:56.769573: 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) I0419 00:19:56.946577 135558986467136 max_utils.py:273] Attempting to initialize the jax distributed system... I0419 00:20:05.988568 135558986467136 distributed.py:149] Starting JAX distributed service on [::]:8482 I0419 00:20:05.990951 135558986467136 distributed.py:172] Connecting to JAX distributed service on mt-10-shardy-true-ax637-slice-job-0-0.mt-10-shardy-true-ax637:8482 I0419 00:20:07.138900 135558986467136 max_utils.py:284] Jax distributed system initialized! I0419 00:20:13.196182 135558986467136 max_utils.py:800] System Information: Jax Version: 0.9.2 I0419 00:20:13.196304 135558986467136 max_utils.py:801] System Information: Jaxlib Version: 0.9.2 I0419 00:20:13.196345 135558986467136 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 I0419 00:20:13.196378 135558986467136 train_utils.py:378] WARNING: Sequence packing is essentially ignored for synthetic data. Please use a real dataset to use sequence packing. I0419 00:20:13.888772 135558986467136 maxtext_utils.py:1718] Num_devices: 32, shape (1, 1, 1, 32, 1, 1, 1, 1, 1, 1, 1, 1, 1) I0419 00:20:13.889365 135558986467136 maxtext_utils.py:1718] Num_devices: 32, shape (1, 1, 1, 32, 1, 1, 1, 1, 1, 1, 1, 1, 1) I0419 00:20:13.889541 135558986467136 checkpointing.py:688] Setting up checkpoint logger... I0419 00:20:13.889593 135558986467136 checkpointing.py:234] Creating checkpoint manager with ocdbt=True and zarr3=True I0419 00:20:13.889636 135558986467136 pytree_checkpoint_handler.py:592] save_device_host_concurrent_bytes=None I0419 00:20:13.889962 135558986467136 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 0x7b4991938170>, enable_pinned_host_transfer=False, save_concurrent_bytes: 96000000000 (89.4 GiB), restore_concurrent_bytes: 96000000000 (89.4 GiB) I0419 00:20:18.627497 135558986467136 checkpointing.py:266] Enabling policy for fixed interval checkpointing. I0419 00:20:18.627734 135558986467136 checkpoint_manager.py:708] [process=3][thread=MainThread] CheckpointManager init: checkpointers=None, item_names=('items',), item_handlers={'items': <orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x7b363c26a090>}, handler_registry=None I0419 00:20:18.627972 135558986467136 composite_checkpoint_handler.py:237] Deferred registration for item: "items". Adding handler `<orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x7b363c26a090>` 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`. I0419 00:20:18.628019 135558986467136 composite_checkpoint_handler.py:237] Deferred registration for item: "metrics". Adding handler `<orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonCheckpointHandler object at 0x7b363c26dd60>` 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`. I0419 00:20:18.628056 135558986467136 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 0x7b363c26a090>, ('items', <class 'orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeRestoreArgs'>): <orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x7b363c26a090>, ('metrics', <class 'orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonSaveArgs'>): <orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonCheckpointHandler object at 0x7b363c26dd60>, ('metrics', <class 'orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonRestoreArgs'>): <orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonCheckpointHandler object at 0x7b363c26dd60>}). I0419 00:20:18.628397 135558986467136 abstract_checkpointer.py:35] orbax-checkpoint version: 0.11.34 I0419 00:20:18.628469 135558986467136 async_checkpointer.py:192] [process=3][thread=MainThread] Using barrier_sync_fn: <function get_barrier_sync_fn.<locals>._fn at 0x7b361c397740> timeout: 1200 secs and primary_host=0 for async checkpoint writes I0419 00:20:20.159599 135558986467136 checkpoint_manager.py:1812] Found 0 checkpoint steps in gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_post_train_fixes_20260418_235007/linen_xpk_feat_nnx_post_train_fixes_20260418_235007_10_shardy_true/checkpoints I0419 00:20:20.608865 135558986467136 checkpoint_manager.py:929] [process=3][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_post_train_fixes_20260418_235007/linen_xpk_feat_nnx_post_train_fixes_20260418_235007_10_shardy_true/checkpoints: <orbax.checkpoint.checkpoint_manager.CheckpointManager object at 0x7b363c268e90> I0419 00:20:20.609041 135558986467136 checkpointing.py:302] Checkpoint manager created! I0419 00:20:21.533473 135558986467136 nnx_wrappers.py:437] Unknown Logical: bfloat16[32,2048,2048]...................................... ('activation_batch', 'activation_norm_length', 'activation_embed'). I0419 00:20:21.533576 135558986467136 nnx_wrappers.py:437] Unknown Physical: bfloat16[32,2048,2048]...................................... ('fsdp', None, None). I0419 00:20:21.910540 135558986467136 attentions.py:1088] attentions/inputs_q Logical: bfloat16[32,2048,2048]...................................... ('activation_batch', 'activation_attn_length', 'activation_attn_embed'). I0419 00:20:21.910630 135558986467136 attentions.py:1088] attentions/inputs_q Physical: bfloat16[32,2048,2048]...................................... ('fsdp', None, None). I0419 00:20:21.926824 135558986467136 attentions.py:1089] attentions/inputs_kv Logical: bfloat16[32,2048,2048]...................................... ('activation_batch', 'activation_attn_length', 'activation_attn_embed'). I0419 00:20:21.926884 135558986467136 attentions.py:1089] attentions/inputs_kv Physical: bfloat16[32,2048,2048]...................................... ('fsdp', None, None). I0419 00:20:21.950483 135558986467136 attentions.py:1154] attentions/query Logical: bfloat16[32,2048,16,128].................................... ('activation_kv_batch', 'activation_attn_length', 'activation_kv_heads', 'activation_kv_head_dim'). I0419 00:20:21.950550 135558986467136 attentions.py:1154] attentions/query Physical: bfloat16[32,2048,16,128].................................... ('fsdp', None, None, None). I0419 00:20:21.966835 135558986467136 attentions.py:1155] attentions/key Logical: bfloat16[32,2048,16,128].................................... ('activation_kv_batch', 'activation_attn_length', 'activation_kv_heads', 'activation_kv_head_dim'). I0419 00:20:21.966895 135558986467136 attentions.py:1155] attentions/key Physical: bfloat16[32,2048,16,128].................................... ('fsdp', None, None, None). I0419 00:20:21.983046 135558986467136 attentions.py:1156] attentions/value Logical: bfloat16[32,2048,16,128].................................... ('activation_kv_batch', 'activation_attn_length', 'activation_kv_heads', 'activation_kv_head_dim'). I0419 00:20:21.983111 135558986467136 attentions.py:1156] attentions/value Physical: bfloat16[32,2048,16,128].................................... ('fsdp', None, None, None). I0419 00:20:22.007558 135558986467136 attentions.py:1197] attentions/out Logical: bfloat16[32,2048,16,128].................................... ('activation_batch', 'activation_attn_length', 'activation_heads', 'activation_kv'). I0419 00:20:22.007627 135558986467136 attentions.py:1197] attentions/out Physical: bfloat16[32,2048,16,128].................................... ('fsdp', None, None, None). I0419 00:20:22.028389 135558986467136 linears.py:525] linears/x Logical: bfloat16[32,2048,7168]...................................... ('activation_batch', 'activation_length', 'activation_mlp'). I0419 00:20:22.028452 135558986467136 linears.py:525] linears/x Physical: bfloat16[32,2048,7168]...................................... ('fsdp', None, None). I0419 00:20:22.241983 135558986467136 checkpointing.py:578] checkpoint manager exists so trying to load this run's existing checkpoint I0419 00:20:22.242092 135558986467136 checkpointing.py:676] No existing checkpoints found, not restoring checkpoint. fsdp: 32 I0419 00:20:23.655314 135558986467136 maxtext_utils.py:1827] params/params/decoder/decoder_norm/scale Shape: float32[2048] Logical: P('norm',) Physical: (None,) I0419 00:20:23.655438 135558986467136 maxtext_utils.py:1827] params/params/decoder/layers/mlp/wi_0/kernel Shape: float32[2048,16,7168] Logical: P('embed', 'layers', 'mlp') Physical: ('fsdp', None, None) I0419 00:20:23.655492 135558986467136 maxtext_utils.py:1827] params/params/decoder/layers/mlp/wi_1/kernel Shape: float32[2048,16,7168] Logical: P('embed', 'layers', 'mlp') Physical: ('fsdp', None, None) I0419 00:20:23.655569 135558986467136 maxtext_utils.py:1827] params/params/decoder/layers/mlp/wo/kernel Shape: float32[7168,16,2048] Logical: P('mlp', 'layers', 'embed') Physical: (None, None, 'fsdp') I0419 00:20:23.655625 135558986467136 maxtext_utils.py:1827] params/params/decoder/layers/post_self_attention_layer_norm/scale Shape: float32[2048,16] Logical: P('norm', 'layers') Physical: (None, None) I0419 00:20:23.655663 135558986467136 maxtext_utils.py:1827] params/params/decoder/layers/pre_self_attention_layer_norm/scale Shape: float32[2048,16] Logical: P('norm', 'layers') Physical: (None, None) I0419 00:20:23.655714 135558986467136 maxtext_utils.py:1827] 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) I0419 00:20:23.655765 135558986467136 maxtext_utils.py:1827] 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') I0419 00:20:23.655804 135558986467136 maxtext_utils.py:1827] 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) I0419 00:20:23.655839 135558986467136 maxtext_utils.py:1827] 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) I0419 00:20:23.655886 135558986467136 maxtext_utils.py:1827] params/params/decoder/logits_dense/kernel Shape: float32[2048,32000] Logical: P('embed_vocab', 'vocab') Physical: ('fsdp', None) I0419 00:20:23.655933 135558986467136 maxtext_utils.py:1827] params/params/token_embedder/embedding Shape: float32[32000,2048] Logical: P('vocab', 'embed_vocab') Physical: (None, 'fsdp') I0419 00:20:24.143797 135558986467136 train.py:157] train/xent Logical: float32[32,2048]............................................ ('activation_embed_and_logits_batch', 'activation_length'). I0419 00:20:24.143890 135558986467136 train.py:157] train/xent Physical: float32[32,2048]............................................ ('fsdp', None). I0419 00:20:24.159281 135558986467136 train.py:164] train/z_loss Logical: float32[32,2048]............................................ ('activation_embed_and_logits_batch', 'activation_length'). I0419 00:20:24.159343 135558986467136 train.py:164] train/z_loss Physical: float32[32,2048]............................................ ('fsdp', None). I0419 00:20:35.090813 135558986467136 max_utils.py:791] Total memory size: 1.5 GB, Output size: 0.4 GB, Temp size: 1.1 GB, Argument size: 0.4 GB, Host temp size: 0.0 GB. I0419 00:20:35.091682 135558986467136 metric_logger.py:301] number parameters: 1.104 billion I0419 00:20:46.498598 135558986467136 checkpointing.py:794] Waiting for step 0 to finish before checkpoint... I0419 00:20:46.652006 135558986467136 checkpointing.py:798] Waited 0.15338850021362305 seconds for step 0 to finish before starting checkpointing. I0419 00:20:46.654425 135558986467136 checkpoint_manager.py:2009] [process=3][thread=MainThread][wait_until_finished] No Save Finalize thread to wait for. Returning. I0419 00:20:46.656153 135558986467136 checkpoint_manager.py:1512] [process=3] Saving checkpoint at step 0 I0419 00:20:46.657537 135558986467136 event_tracking.py:70] [process=3] [async] Started save checkpoint @ gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_post_train_fixes_20260418_235007/linen_xpk_feat_nnx_post_train_fixes_20260418_235007_10_shardy_true/checkpoints/0. I0419 00:20:47.378750 135558986467136 signaling_client.py:364] Using JaxDistributedSignalingClient I0419 00:20:47.379728 135558986467136 jax_array_handlers.py:360] Scheduling D2H of 39 prioritized jax.Array. I0419 00:20:47.379783 135558986467136 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 I0419 00:20:47.652762 135558986467136 base_pytree_checkpoint_handler.py:154] [process=3][thread=MainThread] Initiated "orbax.checkpoint._src.serialization.jax_array_handlers.ArrayHandler".serialize. Time taken: 0.274090s I0419 00:20:47.652942 135558986467136 base_pytree_checkpoint_handler.py:130] [process=3] /jax/orbax/write/blocking_gbytes_per_sec: 5.518 GiB/s (total gbytes: 1.5 GiB) (time elapsed: 0.27953410148620605 s) (per-host) I0419 00:20:47.652999 135558986467136 base_pytree_checkpoint_handler.py:768] [process=3][thread=MainThread] Initiated Pytree async_save. Time taken: 0.279601s (batch_requests_ready=0.002168s, total_serialization_initiated=0.277357s, others=0.000075s) I0419 00:20:47.653094 135558986467136 composite_checkpoint_handler.py:715] [process=3][thread=MainThread] Initiated CompositeCheckpointHandler.async_save. Time taken: 0.284142s (all_items=0.000018s, per_item={'items': '0.00001836'}, temp_paths=0.284124) I0419 00:20:47.653915 135558986467136 event_tracking.py:125] [process=3] [async] Finished blocking save in 1.00 seconds. Continuing save @ gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_post_train_fixes_20260418_235007/linen_xpk_feat_nnx_post_train_fixes_20260418_235007_10_shardy_true/checkpoints/0. I0419 00:20:47.654204 135434335426304 async_checkpointer.py:76] [process=3][thread=async_save] Background save thread started. Deadline for this save operation is 2026-04-19 00:40:47.654172 I0419 00:20:47.664110 135558986467136 checkpoint_manager.py:1560] [process=3][thread=MainThread][step=0] Starting CheckpointManager Save Finalize thread=save_finalize I0419 00:20:47.664376 135432155928320 async_checkpointer.py:280] [process=3][thread=save_finalize] Waiting for background save thread=async_save. I0419 00:20:47.664497 135558986467136 standard_logger.py:34] {'step': 0, 'event_type': 'save', 'directory': 'gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_post_train_fixes_20260418_235007/linen_xpk_feat_nnx_post_train_fixes_20260418_235007_10_shardy_true/checkpoints', 'reached_preemption': False, 'preemption_received_at': None, 'synchronous': False, 'wait_for_prev_start_time': 1776558046.654407, 'wait_for_prev_duration_secs': 6.246566772460938e-05, 'time_between_consecutive_saves_sec': None, 'checkpointer_blocking_start_time': 1776558046.656193, 'checkpointer_blocking_duration_secs': 0.9981780052185059, 'get_old_steps_start_time': 1776558047.6543977, 'get_old_steps_duration_secs': 3.0040740966796875e-05, 'checkpoint_manager_blocking_start_time': 1776558046.6525316, 'checkpoint_manager_blocking_duration_secs': 1.0119285583496094} I0419 00:20:47.664601 135558986467136 checkpointing.py:409] Started an asynchronous checkpoint save for step 0 I0419 00:20:47.664650 135558986467136 max_utils.py:750] Memstats: After params initialized: I0419 00:20:47.664698 135558986467136 max_utils.py:756] Using (GB) 0.43 / 31.25 (1.376000%) on TPU_10(process=3,(2,2,0,0)) I0419 00:20:47.664731 135558986467136 max_utils.py:756] Using (GB) 0.43 / 31.25 (1.376000%) on TPU_11(process=3,(3,2,0,0)) I0419 00:20:47.664758 135558986467136 max_utils.py:756] Using (GB) 0.43 / 31.25 (1.376000%) on TPU_14(process=3,(2,3,0,0)) I0419 00:20:47.664782 135558986467136 max_utils.py:756] Using (GB) 0.43 / 31.25 (1.376000%) on TPU_15(process=3,(3,3,0,0)) I0419 00:20:47.974401 135558986467136 metric_logger.py:196] completed step: 0, seconds: 11.407, TFLOP/s/device: 1.191, Tokens/s/device: 179.542, total_weights: 65536, loss: 10.874, lm_loss: 10.874, perplexity: 52779.875 I0419 00:20:48.261482 135558986467136 metric_logger.py:196] completed step: 1, seconds: 1.474, TFLOP/s/device: 9.216, Tokens/s/device: 1389.090, total_weights: 65536, loss: 10.874, lm_loss: 10.874, perplexity: 52779.875 I0419 00:20:49.071264 135558986467136 metric_logger.py:196] completed step: 2, seconds: 0.140, TFLOP/s/device: 97.309, Tokens/s/device: 14667.440, total_weights: 65536, loss: 10.262, lm_loss: 10.262, perplexity: 28637.129 I0419 00:20:49.218612 135558986467136 metric_logger.py:196] completed step: 3, seconds: 0.810, TFLOP/s/device: 16.777, Tokens/s/device: 2528.763, total_weights: 65536, loss: 9.734, lm_loss: 9.734, perplexity: 16889.203 I0419 00:20:49.513872 135558986467136 metric_logger.py:196] completed step: 4, seconds: 0.153, TFLOP/s/device: 88.848, Tokens/s/device: 13392.186, total_weights: 65536, loss: 9.277, lm_loss: 9.277, perplexity: 10694.614 I0419 00:20:49.519451 135558986467136 metric_logger.py:196] completed step: 5, seconds: 0.147, TFLOP/s/device: 92.301, Tokens/s/device: 13912.571, total_weights: 65536, loss: 8.892, lm_loss: 8.892, perplexity: 7270.717 I0419 00:20:51.586947 2781 google_auth_provider.cc:181] Running on GCE, using service account 562977990677-compute@developer.gserviceaccount.com I0419 00:20:55.045039 135432164321024 array_metadata_store.py:203] [process=3][thread=array_type_handler] Wrote 39 array_metadata.ArrayMetadata to gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_post_train_fixes_20260418_235007/linen_xpk_feat_nnx_post_train_fixes_20260418_235007_10_shardy_true/checkpoints/0/items/array_metadatas/process_3 I0419 00:21:13.118173 135558986467136 metric_logger.py:196] completed step: 6, seconds: 0.296, TFLOP/s/device: 45.925, Tokens/s/device: 6922.380, total_weights: 65536, loss: 8.592, lm_loss: 8.592, perplexity: 5390.759 I0419 00:21:13.265677 135558986467136 metric_logger.py:196] completed step: 7, seconds: 23.452, TFLOP/s/device: 0.579, Tokens/s/device: 87.328, total_weights: 65536, loss: 8.384, lm_loss: 8.384, perplexity: 4376.905 I0419 00:21:13.413078 135558986467136 metric_logger.py:196] completed step: 8, seconds: 0.152, TFLOP/s/device: 89.363, Tokens/s/device: 13469.785, total_weights: 65536, loss: 8.255, lm_loss: 8.255, perplexity: 3846.406 I0419 00:21:13.559981 135558986467136 checkpointing.py:794] Waiting for step 9 to finish before checkpoint... I0419 00:21:13.560644 135558986467136 checkpointing.py:798] Waited 0.0006835460662841797 seconds for step 9 to finish before starting checkpointing. I0419 00:21:13.562762 135558986467136 checkpoint_manager.py:2020] [process=3][thread=MainThread][step=0][wait_until_finished] Waiting for Save Finalize thread (save_finalize) to complete. I0419 00:21:25.202659 135434335426304 base_pytree_checkpoint_handler.py:130] [process=3] /jax/orbax/write/gbytes_per_sec: 41.756 MiB/s (total gbytes: 1.5 GiB) (time elapsed: 37.82921266555786 s) (per-host) I0419 00:21:25.202786 135434335426304 async_checkpointer.py:90] [process=3][thread=async_save] 3 Handler Commit operations completed. Time taken: 37.548450s. I0419 00:21:41.832761 135434335426304 async_checkpointer.py:160] [process=3][thread=async_save] Background save thread done. Time taken: 54.178409s. I0419 00:21:41.833005 135432155928320 async_checkpointer.py:288] [process=3][thread=save_finalize] Done with waiting for background save thread=async_save. I0419 00:21:41.833071 135432155928320 async_checkpointer.py:298] [process=3][thread=save_finalize] No errors found in background save thread=async_save. I0419 00:21:41.833123 135432155928320 checkpoint_manager.py:2137] [process=3][thread=save_finalize][step=0] CheckpointManager Save Finalize is syncing with other hosts... I0419 00:21:41.835930 135432155928320 checkpoint_manager.py:2146] [process=3][thread=save_finalize][step=0] CheckpointManager Save Finalize is done on all hosts. I0419 00:21:41.836107 135558986467136 checkpoint_manager.py:2032] [process=3][thread=MainThread][step=0][wait_until_finished] Done waiting for Save Finalize thread (save_finalize) running at step=0. W0419 00:21:41.836285 135558986467136 checkpoint_manager.py:1452] Waiting for previous save to complete took 28.273483 seconds. If this number is high, consider checkpointing less frequently. I0419 00:21:41.838067 135558986467136 checkpoint_manager.py:1512] [process=3] Saving checkpoint at step 9 I0419 00:21:41.840120 135558986467136 event_tracking.py:70] [process=3] [async] Started save checkpoint @ gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_post_train_fixes_20260418_235007/linen_xpk_feat_nnx_post_train_fixes_20260418_235007_10_shardy_true/checkpoints/9. I0419 00:21:42.596640 135558986467136 jax_array_handlers.py:360] Scheduling D2H of 39 prioritized jax.Array. I0419 00:21:42.596731 135558986467136 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 I0419 00:21:42.636191 135558986467136 base_pytree_checkpoint_handler.py:154] [process=3][thread=MainThread] Initiated "orbax.checkpoint._src.serialization.jax_array_handlers.ArrayHandler".serialize. Time taken: 0.040623s I0419 00:21:42.636376 135558986467136 base_pytree_checkpoint_handler.py:130] [process=3] /jax/orbax/write/blocking_gbytes_per_sec: 35.057 GiB/s (total gbytes: 1.5 GiB) (time elapsed: 0.04400157928466797 s) (per-host) I0419 00:21:42.636429 135558986467136 base_pytree_checkpoint_handler.py:768] [process=3][thread=MainThread] Initiated Pytree async_save. Time taken: 0.044064s (batch_requests_ready=0.001727s, total_serialization_initiated=0.042267s, others=0.000070s) I0419 00:21:42.636516 135558986467136 composite_checkpoint_handler.py:715] [process=3][thread=MainThread] Initiated CompositeCheckpointHandler.async_save. Time taken: 0.048154s (all_items=0.000015s, per_item={'items': '0.00001502'}, temp_paths=0.048139) I0419 00:21:42.637153 135558986467136 event_tracking.py:125] [process=3] [async] Finished blocking save in 0.80 seconds. Continuing save @ gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_post_train_fixes_20260418_235007/linen_xpk_feat_nnx_post_train_fixes_20260418_235007_10_shardy_true/checkpoints/9. I0419 00:21:42.637513 135432164321024 async_checkpointer.py:76] [process=3][thread=async_save] Background save thread started. Deadline for this save operation is 2026-04-19 00:41:42.637476 I0419 00:21:42.639415 135558986467136 checkpoint_manager.py:1560] [process=3][thread=MainThread][step=9] Starting CheckpointManager Save Finalize thread=save_finalize I0419 00:21:42.639698 135432155928320 async_checkpointer.py:280] [process=3][thread=save_finalize] Waiting for background save thread=async_save. I0419 00:21:42.639857 135558986467136 standard_logger.py:34] {'step': 9, 'event_type': 'save', 'directory': 'gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_post_train_fixes_20260418_235007/linen_xpk_feat_nnx_post_train_fixes_20260418_235007_10_shardy_true/checkpoints', 'reached_preemption': False, 'preemption_received_at': None, 'synchronous': False, 'wait_for_prev_start_time': 1776558073.562734, 'wait_for_prev_duration_secs': 28.27348279953003, 'time_between_consecutive_saves_sec': None, 'checkpointer_blocking_start_time': 1776558101.8381066, 'checkpointer_blocking_duration_secs': 0.7995531558990479, 'get_old_steps_start_time': 1776558102.6376822, 'get_old_steps_duration_secs': 3.0040740966796875e-05, 'checkpoint_manager_blocking_start_time': 1776558073.5608788, 'checkpoint_manager_blocking_duration_secs': 29.078946590423584} I0419 00:21:42.639971 135558986467136 checkpointing.py:409] Started an asynchronous checkpoint save for step 9 I0419 00:21:42.640016 135558986467136 checkpoint_manager.py:2020] [process=3][thread=MainThread][step=9][wait_until_finished] Waiting for Save Finalize thread (save_finalize) to complete. I0419 00:21:52.153356 135405798147840 array_metadata_store.py:203] [process=3][thread=array_type_handler] Wrote 39 array_metadata.ArrayMetadata to gs://lance-maxtext/linen_ckpt_xpk_feat_nnx_post_train_fixes_20260418_235007/linen_xpk_feat_nnx_post_train_fixes_20260418_235007_10_shardy_true/checkpoints/9/items/array_metadatas/process_3 I0419 00:22:26.793779 135432164321024 base_pytree_checkpoint_handler.py:130] [process=3] /jax/orbax/write/gbytes_per_sec: 35.736 MiB/s (total gbytes: 1.5 GiB) (time elapsed: 44.20136618614197 s) (per-host) I0419 00:22:26.793903 135432164321024 async_checkpointer.py:90] [process=3][thread=async_save] 3 Handler Commit operations completed. Time taken: 44.156275s. I0419 00:22:35.076051 135432164321024 async_checkpointer.py:160] [process=3][thread=async_save] Background save thread done. Time taken: 52.438408s. I0419 00:22:35.076351 135432155928320 async_checkpointer.py:288] [process=3][thread=save_finalize] Done with waiting for background save thread=async_save. I0419 00:22:35.076469 135432155928320 async_checkpointer.py:298] [process=3][thread=save_finalize] No errors found in background save thread=async_save. I0419 00:22:35.076518 135432155928320 checkpoint_manager.py:2137] [process=3][thread=save_finalize][step=9] CheckpointManager Save Finalize is syncing with other hosts... I0419 00:22:35.078743 135432155928320 checkpoint_manager.py:2146] [process=3][thread=save_finalize][step=9] CheckpointManager Save Finalize is done on all hosts. I0419 00:22:35.078924 135558986467136 checkpoint_manager.py:2032] [process=3][thread=MainThread][step=9][wait_until_finished] Done waiting for Save Finalize thread (save_finalize) running at step=9. I0419 00:22:35.079083 135558986467136 checkpoint_manager.py:2009] [process=3][thread=MainThread][wait_until_finished] No Save Finalize thread to wait for. Returning. I0419 00:22:35.080024 135558986467136 metric_logger.py:196] completed step: 9, seconds: 0.148, TFLOP/s/device: 92.093, Tokens/s/device: 13881.264, total_weights: 65536, loss: 8.179, lm_loss: 8.179, perplexity: 3564.635 Per train step: Total TFLOPs: 13.59 split as 93.93% learnable weight flops and 6.07% attention flops XPK End: Sun Apr 19 00:22:43 UTC 2026 EXIT_CODE=0