MaxView

Timing Test Reference Updates
‹ 06_grad_accumCase: 07_eval08_checkpoint_async_true_resume ›

Metrics: main (b117f50cf) vs main (59e0f1759)

Metricmain  b117f50cfmain  59e0f1759Diff (main − main)
Parameters1.104 billion1.104 billion—
Final loss8.17908.17900
TFLOP/s92.31992.178-0.141
Tok/s13915.313894.1-21.241
Avg s/step2.6462.719+0.073
Memory %1.381.380
JAX0.9.20.9.2—

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

main  ·  b117f50cf  ·  main_20260424_070227  ·  full log 
XPK Start: Fri Apr 24 07:21:43 UTC 2026
PyTorch was not found. Models won't be available and only tokenizers, configuration and file/data utilities can be used.
`rope_parameters`'s factor field must be a float >= 1, got 40
`rope_parameters`'s beta_fast field must be a float, got 32
`rope_parameters`'s beta_slow field must be a float, got 1
DeepseekV32Config got `key=rope_scaling` in kwargs but hasn't set it as attribute. For RoPE standardization you need to set `self.rope_parameters` in model's config. 
2026-04-24 07:22:08.376481: 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)
I0424 07:22:08.580928 140625103714112 max_utils.py:273] Attempting to initialize the jax distributed system...
I0424 07:22:17.622976 140625103714112 distributed.py:149] Starting JAX distributed service on [::]:8482
I0424 07:22:17.625506 140625103714112 distributed.py:172] Connecting to JAX distributed service on mt-07-eval-t6xja-slice-job-0-0.mt-07-eval-t6xja:8482
I0424 07:22:18.807710 140625103714112 max_utils.py:284] Jax distributed system initialized!
I0424 07:22:24.800419 140625103714112 max_utils.py:800] System Information: Jax Version: 0.9.2
I0424 07:22:24.800529 140625103714112 max_utils.py:801] System Information: Jaxlib Version: 0.9.2
I0424 07:22:24.800573 140625103714112 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
I0424 07:22:24.800608 140625103714112 train_utils.py:361] WARNING: Sequence packing is essentially ignored for synthetic data. Please use a real dataset to use sequence packing.
I0424 07:22:25.823918 140625103714112 maxtext_utils.py:1604] Num_devices: 32, shape (1, 1, 1, 32, 1, 1, 1, 1, 1, 1, 1, 1)
I0424 07:22:25.824213 140625103714112 checkpointing.py:677] Setting up checkpoint logger...
I0424 07:22:25.824268 140625103714112 checkpointing.py:233] Creating checkpoint manager with ocdbt=True and zarr3=True
I0424 07:22:25.824312 140625103714112 pytree_checkpoint_handler.py:592] save_device_host_concurrent_bytes=None
I0424 07:22:25.824654 140625103714112 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 0x7fe51df3c110>, enable_pinned_host_transfer=False, save_concurrent_bytes: 96000000000 (89.4 GiB), restore_concurrent_bytes: 96000000000 (89.4 GiB)
I0424 07:22:28.393269 140625103714112 checkpointing.py:265] Enabling policy for fixed interval checkpointing.
I0424 07:22:28.393506 140625103714112 checkpoint_manager.py:708] [process=6][thread=MainThread] CheckpointManager init: checkpointers=None, item_names=('items',), item_handlers={'items': <orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x7fd0e85ab6b0>}, handler_registry=None
I0424 07:22:28.393743 140625103714112 composite_checkpoint_handler.py:237] Deferred registration for item: "items". Adding handler `<orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x7fd0e85ab6b0>` 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`.
I0424 07:22:28.393795 140625103714112 composite_checkpoint_handler.py:237] Deferred registration for item: "metrics". Adding handler `<orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonCheckpointHandler object at 0x7fd0e837e090>` 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`.
I0424 07:22:28.393833 140625103714112 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 0x7fd0e85ab6b0>, ('items', <class 'orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeRestoreArgs'>): <orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x7fd0e85ab6b0>, ('metrics', <class 'orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonSaveArgs'>): <orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonCheckpointHandler object at 0x7fd0e837e090>, ('metrics', <class 'orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonRestoreArgs'>): <orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonCheckpointHandler object at 0x7fd0e837e090>}).
I0424 07:22:28.394180 140625103714112 abstract_checkpointer.py:35] orbax-checkpoint version: 0.11.34
I0424 07:22:28.394266 140625103714112 async_checkpointer.py:192] [process=6][thread=MainThread] Using barrier_sync_fn: <function get_barrier_sync_fn.<locals>._fn at 0x7fcfd0671760> timeout: 1200 secs and primary_host=0 for async checkpoint writes
I0424 07:22:29.232524 140625103714112 checkpoint_manager.py:1812] Found 0 checkpoint steps in gs://lance-maxtext/linen_ckpt_xpk_main_20260424_070227/linen_xpk_main_20260424_070227_07_eval/checkpoints
I0424 07:22:29.251498 140625103714112 checkpoint_manager.py:929] [process=6][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_20260424_070227/linen_xpk_main_20260424_070227_07_eval/checkpoints: <orbax.checkpoint.checkpoint_manager.CheckpointManager object at 0x7fd0e837e870>
I0424 07:22:29.251625 140625103714112 checkpointing.py:301] Checkpoint manager created!
I0424 07:22:30.189830 140625103714112 nnx_wrappers.py:437] Unknown Logical: bfloat16[32,2048,2048]...................................... ('activation_batch', 'activation_norm_length', 'activation_embed').
I0424 07:22:30.189949 140625103714112 nnx_wrappers.py:437] Unknown Physical: bfloat16[32,2048,2048]...................................... ('fsdp', None, None).
I0424 07:22:30.572884 140625103714112 attentions.py:1088] attentions/inputs_q Logical: bfloat16[32,2048,2048]...................................... ('activation_batch_attn', 'activation_length_attn', 'activation_embed_attn').
I0424 07:22:30.572976 140625103714112 attentions.py:1088] attentions/inputs_q Physical: bfloat16[32,2048,2048]...................................... ('fsdp', None, None).
I0424 07:22:30.589530 140625103714112 attentions.py:1089] attentions/inputs_kv Logical: bfloat16[32,2048,2048]...................................... ('activation_batch_attn', 'activation_length_attn', 'activation_embed_attn').
I0424 07:22:30.589591 140625103714112 attentions.py:1089] attentions/inputs_kv Physical: bfloat16[32,2048,2048]...................................... ('fsdp', None, None).
I0424 07:22:30.613392 140625103714112 attentions.py:1154] attentions/query Logical: bfloat16[32,2048,16,128].................................... ('activation_kv_batch', 'activation_length_attn', 'activation_kv_heads', 'activation_kv_head_dim').
I0424 07:22:30.613461 140625103714112 attentions.py:1154] attentions/query Physical: bfloat16[32,2048,16,128].................................... ('fsdp', None, None, None).
I0424 07:22:30.629988 140625103714112 attentions.py:1155] attentions/key Logical: bfloat16[32,2048,16,128].................................... ('activation_kv_batch', 'activation_length_attn', 'activation_kv_heads', 'activation_kv_head_dim').
I0424 07:22:30.630050 140625103714112 attentions.py:1155] attentions/key Physical: bfloat16[32,2048,16,128].................................... ('fsdp', None, None, None).
I0424 07:22:30.646587 140625103714112 attentions.py:1156] attentions/value Logical: bfloat16[32,2048,16,128].................................... ('activation_kv_batch', 'activation_length_attn', 'activation_kv_heads', 'activation_kv_head_dim').
I0424 07:22:30.646647 140625103714112 attentions.py:1156] attentions/value Physical: bfloat16[32,2048,16,128].................................... ('fsdp', None, None, None).
I0424 07:22:30.671579 140625103714112 attentions.py:1198] attentions/out Logical: bfloat16[32,2048,16,128].................................... ('activation_batch_attn', 'activation_length_attn', 'activation_heads', 'activation_kv').
I0424 07:22:30.671649 140625103714112 attentions.py:1198] attentions/out Physical: bfloat16[32,2048,16,128].................................... ('fsdp', None, None, None).
I0424 07:22:30.693171 140625103714112 linears.py:525] linears/x Logical: bfloat16[32,2048,7168]...................................... ('activation_batch', 'activation_length', 'activation_mlp').
I0424 07:22:30.693240 140625103714112 linears.py:525] linears/x Physical: bfloat16[32,2048,7168]...................................... ('fsdp', None, None).
I0424 07:22:30.907037 140625103714112 checkpointing.py:577] checkpoint manager exists so trying to load this run's existing checkpoint
I0424 07:22:30.907155 140625103714112 checkpointing.py:665] No existing checkpoints found, not restoring checkpoint.
fsdp: 32
I0424 07:22:32.358543 140625103714112 maxtext_utils.py:1707]  params/params/decoder/decoder_norm/scale
    Shape:     float32[2048]
    Logical:   P('norm',)
    Physical:  (None,)
I0424 07:22:32.358675 140625103714112 maxtext_utils.py:1707]  params/params/decoder/layers/mlp/wi_0/kernel
    Shape:     float32[2048,16,7168]
    Logical:   P('embed', 'layers', 'mlp')
    Physical:  ('fsdp', None, None)
I0424 07:22:32.358731 140625103714112 maxtext_utils.py:1707]  params/params/decoder/layers/mlp/wi_1/kernel
    Shape:     float32[2048,16,7168]
    Logical:   P('embed', 'layers', 'mlp')
    Physical:  ('fsdp', None, None)
I0424 07:22:32.358791 140625103714112 maxtext_utils.py:1707]  params/params/decoder/layers/mlp/wo/kernel
    Shape:     float32[7168,16,2048]
    Logical:   P('mlp', 'layers', 'embed')
    Physical:  (None, None, 'fsdp')
I0424 07:22:32.358845 140625103714112 maxtext_utils.py:1707]  params/params/decoder/layers/post_self_attention_layer_norm/scale
    Shape:     float32[2048,16]
    Logical:   P('norm', 'layers')
    Physical:  (None, None)
I0424 07:22:32.358883 140625103714112 maxtext_utils.py:1707]  params/params/decoder/layers/pre_self_attention_layer_norm/scale
    Shape:     float32[2048,16]
    Logical:   P('norm', 'layers')
    Physical:  (None, None)
I0424 07:22:32.358939 140625103714112 maxtext_utils.py:1707]  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)
I0424 07:22:32.358995 140625103714112 maxtext_utils.py:1707]  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')
I0424 07:22:32.359035 140625103714112 maxtext_utils.py:1707]  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)
I0424 07:22:32.359071 140625103714112 maxtext_utils.py:1707]  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)
I0424 07:22:32.359145 140625103714112 maxtext_utils.py:1707]  params/params/decoder/logits_dense/kernel
    Shape:     float32[2048,32000]
    Logical:   P('embed_vocab', 'vocab')
    Physical:  ('fsdp', None)

I0424 07:22:32.359205 140625103714112 maxtext_utils.py:1707]  params/params/token_embedder/embedding
    Shape:     float32[32000,2048]
    Logical:   P('vocab', 'embed_vocab')
    Physical:  (None, 'fsdp')
I0424 07:22:32.854302 140625103714112 train.py:155] train/xent Logical: float32[32,2048]............................................ ('activation_embed_and_logits_batch', 'activation_length').
I0424 07:22:32.854401 140625103714112 train.py:155] train/xent Physical: float32[32,2048]............................................ ('fsdp', None).
I0424 07:22:32.870019 140625103714112 train.py:162] train/z_loss Logical: float32[32,2048]............................................ ('activation_embed_and_logits_batch', 'activation_length').
I0424 07:22:32.870081 140625103714112 train.py:162] train/z_loss Physical: float32[32,2048]............................................ ('fsdp', None).
I0424 07:22:43.770426 140625103714112 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.
I0424 07:22:43.771230 140625103714112 metric_logger.py:301] number parameters: 1.104 billion
I0424 07:22:55.138598 140625103714112 checkpointing.py:772] Waiting for step 0 to finish before checkpoint...
I0424 07:22:55.350878 140625103714112 checkpointing.py:776] Waited 0.21225810050964355 seconds for step 0 to finish before starting checkpointing.
I0424 07:22:55.353432 140625103714112 checkpoint_manager.py:2009] [process=6][thread=MainThread][wait_until_finished] No Save Finalize thread to wait for. Returning.
I0424 07:22:55.355187 140625103714112 checkpoint_manager.py:1512] [process=6] Saving checkpoint at step 0
I0424 07:22:55.356918 140625103714112 event_tracking.py:70] [process=6] [async] Started save checkpoint @ gs://lance-maxtext/linen_ckpt_xpk_main_20260424_070227/linen_xpk_main_20260424_070227_07_eval/checkpoints/0.
I0424 07:22:55.651172 140625103714112 signaling_client.py:364] Using JaxDistributedSignalingClient
I0424 07:22:55.652159 140625103714112 jax_array_handlers.py:360] Scheduling D2H of 39 prioritized jax.Array.
I0424 07:22:55.652216 140625103714112 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
I0424 07:22:55.928416 140625103714112 base_pytree_checkpoint_handler.py:154] [process=6][thread=MainThread] Initiated "orbax.checkpoint._src.serialization.jax_array_handlers.ArrayHandler".serialize. Time taken: 0.277332s
I0424 07:22:55.928587 140625103714112 base_pytree_checkpoint_handler.py:130] [process=6] /jax/orbax/write/blocking_gbytes_per_sec: 5.456 GiB/s (total gbytes: 1.5 GiB) (time elapsed: 0.28270626068115234 s) (per-host)
I0424 07:22:55.928638 140625103714112 base_pytree_checkpoint_handler.py:768] [process=6][thread=MainThread] Initiated Pytree async_save. Time taken: 0.282767s (batch_requests_ready=0.002187s, total_serialization_initiated=0.280511s, others=0.000069s)
I0424 07:22:55.928727 140625103714112 composite_checkpoint_handler.py:715] [process=6][thread=MainThread] Initiated CompositeCheckpointHandler.async_save. Time taken: 0.286914s (all_items=0.000018s, per_item={'items': '0.00001812'}, temp_paths=0.286896)
I0424 07:22:55.929483 140625103714112 event_tracking.py:125] [process=6] [async] Finished blocking save in 0.57 seconds. Continuing save @ gs://lance-maxtext/linen_ckpt_xpk_main_20260424_070227/linen_xpk_main_20260424_070227_07_eval/checkpoints/0.
I0424 07:22:55.929822 140495225353984 async_checkpointer.py:76] [process=6][thread=async_save] Background save thread started. Deadline for this save operation is 2026-04-24 07:42:55.929785
I0424 07:22:55.935091 140625103714112 checkpoint_manager.py:1560] [process=6][thread=MainThread][step=0] Starting CheckpointManager Save Finalize thread=save_finalize
I0424 07:22:55.935360 140494143219456 async_checkpointer.py:280] [process=6][thread=save_finalize] Waiting for background save thread=async_save.
I0424 07:22:55.935492 140625103714112 standard_logger.py:34] {'step': 0, 'event_type': 'save', 'directory': 'gs://lance-maxtext/linen_ckpt_xpk_main_20260424_070227/linen_xpk_main_20260424_070227_07_eval/checkpoints', 'reached_preemption': False, 'preemption_received_at': None, 'synchronous': False, 'wait_for_prev_start_time': 1777015375.353414, 'wait_for_prev_duration_secs': 5.9604644775390625e-05, 'time_between_consecutive_saves_sec': None, 'checkpointer_blocking_start_time': 1777015375.355267, 'checkpointer_blocking_duration_secs': 0.5747091770172119, 'get_old_steps_start_time': 1777015375.9300013, 'get_old_steps_duration_secs': 3.0040740966796875e-05, 'checkpoint_manager_blocking_start_time': 1777015375.3514335, 'checkpoint_manager_blocking_duration_secs': 0.5840201377868652}
I0424 07:22:55.935596 140625103714112 checkpointing.py:408] Started an asynchronous checkpoint save for step 0
I0424 07:22:55.935647 140625103714112 max_utils.py:750] 
Memstats: After params initialized:
I0424 07:22:55.935693 140625103714112 max_utils.py:756] 	Using (GB) 0.43 / 31.25 (1.376000%) on TPU_24(process=6,(0,6,0,0))
I0424 07:22:55.935728 140625103714112 max_utils.py:756] 	Using (GB) 0.43 / 31.25 (1.376000%) on TPU_25(process=6,(1,6,0,0))
I0424 07:22:55.935752 140625103714112 max_utils.py:756] 	Using (GB) 0.43 / 31.25 (1.376000%) on TPU_28(process=6,(0,7,0,0))
I0424 07:22:55.935775 140625103714112 max_utils.py:756] 	Using (GB) 0.43 / 31.25 (1.376000%) on TPU_29(process=6,(1,7,0,0))
I0424 07:22:56.251585 140625103714112 metric_logger.py:196] completed step: 0, seconds: 11.367, TFLOP/s/device: 1.195, Tokens/s/device: 180.167, total_weights: 65536, loss: 10.874, lm_loss: 10.874, perplexity: 52779.875
I0424 07:22:56.419086 140625103714112 metric_logger.py:196] completed step: 1, seconds: 1.112, TFLOP/s/device: 12.223, Tokens/s/device: 1842.434, total_weights: 65536, loss: 10.874, lm_loss: 10.874, perplexity: 52779.875
I0424 07:22:56.825861 140625103714112 metric_logger.py:196] completed step: 2, seconds: 0.020, TFLOP/s/device: 673.297, Tokens/s/device: 101486.620, total_weights: 65536, loss: 10.262, lm_loss: 10.262, perplexity: 28637.129
I0424 07:22:56.973339 140625103714112 metric_logger.py:196] completed step: 3, seconds: 0.407, TFLOP/s/device: 33.392, Tokens/s/device: 5033.178, total_weights: 65536, loss: 9.734, lm_loss: 9.734, perplexity: 16889.203
I0424 07:22:57.268280 140625103714112 metric_logger.py:196] completed step: 4, seconds: 0.153, TFLOP/s/device: 88.621, Tokens/s/device: 13357.945, total_weights: 65536, loss: 9.277, lm_loss: 9.277, perplexity: 10694.614
I0424 07:22:57.274333 140625103714112 metric_logger.py:196] completed step: 5, seconds: 0.147, TFLOP/s/device: 92.181, Tokens/s/device: 13894.543, total_weights: 65536, loss: 8.892, lm_loss: 8.892, perplexity: 7270.717
I0424 07:22:59.248360    2878 google_auth_provider.cc:181] Running on GCE, using service account 562977990677-compute@developer.gserviceaccount.com
I0424 07:23:01.707972 140494151612160 array_metadata_store.py:203] [process=6][thread=array_type_handler] Wrote 39 array_metadata.ArrayMetadata to gs://lance-maxtext/linen_ckpt_xpk_main_20260424_070227/linen_xpk_main_20260424_070227_07_eval/checkpoints/0/items/array_metadatas/process_6
I0424 07:23:18.806150 140625103714112 metric_logger.py:196] completed step: 6, seconds: 0.295, TFLOP/s/device: 45.994, Tokens/s/device: 6932.691, total_weights: 65536, loss: 8.592, lm_loss: 8.592, perplexity: 5390.759
I0424 07:23:18.953476 140625103714112 metric_logger.py:196] completed step: 7, seconds: 21.385, TFLOP/s/device: 0.635, Tokens/s/device: 95.768, total_weights: 65536, loss: 8.384, lm_loss: 8.384, perplexity: 4376.905
I0424 07:23:19.100585 140625103714112 metric_logger.py:196] completed step: 8, seconds: 0.152, TFLOP/s/device: 89.131, Tokens/s/device: 13434.794, total_weights: 65536, loss: 8.255, lm_loss: 8.255, perplexity: 3846.406
I0424 07:23:19.247223 140625103714112 checkpointing.py:772] Waiting for step 9 to finish before checkpoint...
I0424 07:23:19.247885 140625103714112 checkpointing.py:776] Waited 0.0006825923919677734 seconds for step 9 to finish before starting checkpointing.
I0424 07:23:19.249952 140625103714112 checkpoint_manager.py:2020] [process=6][thread=MainThread][step=0][wait_until_finished] Waiting for Save Finalize thread (save_finalize) to complete.
I0424 07:23:33.353331 140495225353984 base_pytree_checkpoint_handler.py:130] [process=6] /jax/orbax/write/gbytes_per_sec: 41.891 MiB/s (total gbytes: 1.5 GiB) (time elapsed: 37.70741868019104 s) (per-host)
I0424 07:23:33.353439 140495225353984 async_checkpointer.py:90] [process=6][thread=async_save] 3 Handler Commit operations completed. Time taken: 37.423507s.
I0424 07:23:41.666528 140495225353984 async_checkpointer.py:160] [process=6][thread=async_save] Background save thread done. Time taken: 45.736579s.
I0424 07:23:41.666748 140494143219456 async_checkpointer.py:288] [process=6][thread=save_finalize] Done with waiting for background save thread=async_save.
I0424 07:23:41.666820 140494143219456 async_checkpointer.py:298] [process=6][thread=save_finalize] No errors found in background save thread=async_save.
I0424 07:23:41.666884 140494143219456 checkpoint_manager.py:2137] [process=6][thread=save_finalize][step=0] CheckpointManager Save Finalize is syncing with other hosts...
I0424 07:23:41.669747 140494143219456 checkpoint_manager.py:2146] [process=6][thread=save_finalize][step=0] CheckpointManager Save Finalize is done on all hosts.
I0424 07:23:41.669933 140625103714112 checkpoint_manager.py:2032] [process=6][thread=MainThread][step=0][wait_until_finished] Done waiting for Save Finalize thread (save_finalize) running at step=0.
W0424 07:23:41.670070 140625103714112 checkpoint_manager.py:1452] Waiting for previous save to complete took 22.420119 seconds. If this number is high, consider checkpointing less frequently.
I0424 07:23:41.672010 140625103714112 checkpoint_manager.py:1512] [process=6] Saving checkpoint at step 9
I0424 07:23:41.673894 140625103714112 event_tracking.py:70] [process=6] [async] Started save checkpoint @ gs://lance-maxtext/linen_ckpt_xpk_main_20260424_070227/linen_xpk_main_20260424_070227_07_eval/checkpoints/9.
I0424 07:23:41.966453 140625103714112 jax_array_handlers.py:360] Scheduling D2H of 39 prioritized jax.Array.
I0424 07:23:41.966554 140625103714112 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
I0424 07:23:42.012824 140625103714112 base_pytree_checkpoint_handler.py:154] [process=6][thread=MainThread] Initiated "orbax.checkpoint._src.serialization.jax_array_handlers.ArrayHandler".serialize. Time taken: 0.047394s
I0424 07:23:42.013002 140625103714112 base_pytree_checkpoint_handler.py:130] [process=6] /jax/orbax/write/blocking_gbytes_per_sec: 29.896 GiB/s (total gbytes: 1.5 GiB) (time elapsed: 0.05159759521484375 s) (per-host)
I0424 07:23:42.013052 140625103714112 base_pytree_checkpoint_handler.py:768] [process=6][thread=MainThread] Initiated Pytree async_save. Time taken: 0.051656s (batch_requests_ready=0.002477s, total_serialization_initiated=0.049112s, others=0.000067s)
I0424 07:23:42.013155 140625103714112 composite_checkpoint_handler.py:715] [process=6][thread=MainThread] Initiated CompositeCheckpointHandler.async_save. Time taken: 0.056384s (all_items=0.000015s, per_item={'items': '0.00001526'}, temp_paths=0.056369)
I0424 07:23:42.013903 140625103714112 event_tracking.py:125] [process=6] [async] Finished blocking save in 0.34 seconds. Continuing save @ gs://lance-maxtext/linen_ckpt_xpk_main_20260424_070227/linen_xpk_main_20260424_070227_07_eval/checkpoints/9.
I0424 07:23:42.014218 140494143219456 async_checkpointer.py:76] [process=6][thread=async_save] Background save thread started. Deadline for this save operation is 2026-04-24 07:43:42.014185
I0424 07:23:42.016310 140625103714112 checkpoint_manager.py:1560] [process=6][thread=MainThread][step=9] Starting CheckpointManager Save Finalize thread=save_finalize
I0424 07:23:42.016595 140495207380736 async_checkpointer.py:280] [process=6][thread=save_finalize] Waiting for background save thread=async_save.
I0424 07:23:42.016755 140625103714112 standard_logger.py:34] {'step': 9, 'event_type': 'save', 'directory': 'gs://lance-maxtext/linen_ckpt_xpk_main_20260424_070227/linen_xpk_main_20260424_070227_07_eval/checkpoints', 'reached_preemption': False, 'preemption_received_at': None, 'synchronous': False, 'wait_for_prev_start_time': 1777015399.249921, 'wait_for_prev_duration_secs': 22.420119285583496, 'time_between_consecutive_saves_sec': None, 'checkpointer_blocking_start_time': 1777015421.6720488, 'checkpointer_blocking_duration_secs': 0.34230971336364746, 'get_old_steps_start_time': 1777015422.0143847, 'get_old_steps_duration_secs': 3.170967102050781e-05, 'checkpoint_manager_blocking_start_time': 1777015399.2481287, 'checkpoint_manager_blocking_duration_secs': 22.768593072891235}
I0424 07:23:42.016858 140625103714112 checkpointing.py:408] Started an asynchronous checkpoint save for step 9
I0424 07:23:42.016899 140625103714112 checkpoint_manager.py:2020] [process=6][thread=MainThread][step=9][wait_until_finished] Waiting for Save Finalize thread (save_finalize) to complete.
I0424 07:23:47.135390 140495215773440 array_metadata_store.py:203] [process=6][thread=array_type_handler] Wrote 39 array_metadata.ArrayMetadata to gs://lance-maxtext/linen_ckpt_xpk_main_20260424_070227/linen_xpk_main_20260424_070227_07_eval/checkpoints/9/items/array_metadatas/process_6
I0424 07:24:24.763855 140494143219456 base_pytree_checkpoint_handler.py:130] [process=6] /jax/orbax/write/gbytes_per_sec: 36.904 MiB/s (total gbytes: 1.5 GiB) (time elapsed: 42.80241322517395 s) (per-host)
I0424 07:24:24.763977 140494143219456 async_checkpointer.py:90] [process=6][thread=async_save] 3 Handler Commit operations completed. Time taken: 42.749651s.
I0424 07:24:31.399799 140494143219456 async_checkpointer.py:160] [process=6][thread=async_save] Background save thread done. Time taken: 49.385459s.
I0424 07:24:31.400086 140495207380736 async_checkpointer.py:288] [process=6][thread=save_finalize] Done with waiting for background save thread=async_save.
I0424 07:24:31.400238 140495207380736 async_checkpointer.py:298] [process=6][thread=save_finalize] No errors found in background save thread=async_save.
I0424 07:24:31.400291 140495207380736 checkpoint_manager.py:2137] [process=6][thread=save_finalize][step=9] CheckpointManager Save Finalize is syncing with other hosts...
I0424 07:24:31.402794 140495207380736 checkpoint_manager.py:2146] [process=6][thread=save_finalize][step=9] CheckpointManager Save Finalize is done on all hosts.
I0424 07:24:31.402967 140625103714112 checkpoint_manager.py:2032] [process=6][thread=MainThread][step=9][wait_until_finished] Done waiting for Save Finalize thread (save_finalize) running at step=9.
I0424 07:24:31.403147 140625103714112 checkpoint_manager.py:2009] [process=6][thread=MainThread][wait_until_finished] No Save Finalize thread to wait for. Returning.
I0424 07:24:31.404057 140625103714112 metric_logger.py:196] completed step: 9, seconds: 0.147, TFLOP/s/device: 92.319, Tokens/s/device: 13915.312, 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: Fri Apr 24 07:24:43 UTC 2026
EXIT_CODE=0
main  ·  59e0f1759  ·  main_20260425_071456  ·  full log 
XPK Start: Sat Apr 25 07:29:57 UTC 2026
PyTorch was not found. Models won't be available and only tokenizers, configuration and file/data utilities can be used.
`rope_parameters`'s factor field must be a float >= 1, got 40
`rope_parameters`'s beta_fast field must be a float, got 32
`rope_parameters`'s beta_slow field must be a float, got 1
DeepseekV32Config got `key=rope_scaling` in kwargs but hasn't set it as attribute. For RoPE standardization you need to set `self.rope_parameters` in model's config. 
2026-04-25 07:30:21.840068: E external/local_xla/xla/stream_executor/cuda/cuda_platform.cc:51] failed call to cuInit: INTERNAL: CUDA error: Failed call to cuInit: UNKNOWN ERROR (303)
I0425 07:30:22.043651 140086283003712 max_utils.py:273] Attempting to initialize the jax distributed system...
I0425 07:30:31.085296 140086283003712 distributed.py:149] Starting JAX distributed service on [::]:8482
I0425 07:30:31.087654 140086283003712 distributed.py:172] Connecting to JAX distributed service on mt-07-eval-6hjmi-slice-job-0-0.mt-07-eval-6hjmi:8482
I0425 07:30:32.479485 140086283003712 max_utils.py:284] Jax distributed system initialized!
I0425 07:30:38.608567 140086283003712 max_utils.py:800] System Information: Jax Version: 0.9.2
I0425 07:30:38.608674 140086283003712 max_utils.py:801] System Information: Jaxlib Version: 0.9.2
I0425 07:30:38.608713 140086283003712 max_utils.py:802] System Information: Jax Backend: PJRT C API
TFRT TPU v6 lite
Built on Mar 4 2026 11:32:08 (1772652728) cl/878335365
I0425 07:30:38.608748 140086283003712 train_utils.py:361] WARNING: Sequence packing is essentially ignored for synthetic data. Please use a real dataset to use sequence packing.
I0425 07:30:39.313864 140086283003712 maxtext_utils.py:1604] Num_devices: 32, shape (1, 1, 1, 32, 1, 1, 1, 1, 1, 1, 1, 1)
I0425 07:30:39.314153 140086283003712 checkpointing.py:677] Setting up checkpoint logger...
I0425 07:30:39.314209 140086283003712 checkpointing.py:233] Creating checkpoint manager with ocdbt=True and zarr3=True
I0425 07:30:39.314256 140086283003712 pytree_checkpoint_handler.py:592] save_device_host_concurrent_bytes=None
I0425 07:30:39.314591 140086283003712 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 0x7f67c5b14dd0>, enable_pinned_host_transfer=False, save_concurrent_bytes: 96000000000 (89.4 GiB), restore_concurrent_bytes: 96000000000 (89.4 GiB)
I0425 07:30:42.176279 140086283003712 checkpointing.py:265] Enabling policy for fixed interval checkpointing.
I0425 07:30:42.176521 140086283003712 checkpoint_manager.py:708] [process=6][thread=MainThread] CheckpointManager init: checkpointers=None, item_names=('items',), item_handlers={'items': <orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x7f669ccbbe30>}, handler_registry=None
I0425 07:30:42.176757 140086283003712 composite_checkpoint_handler.py:237] Deferred registration for item: "items". Adding handler `<orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x7f669ccbbe30>` for item "items" and save args `<class 'orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeSaveArgs'>` and restore args `<class 'orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeRestoreArgs'>` to `_handler_registry`.
I0425 07:30:42.176805 140086283003712 composite_checkpoint_handler.py:237] Deferred registration for item: "metrics". Adding handler `<orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonCheckpointHandler object at 0x7f53803290a0>` for item "metrics" and save args `<class 'orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonSaveArgs'>` and restore args `<class 'orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonRestoreArgs'>` to `_handler_registry`.
I0425 07:30:42.176841 140086283003712 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 0x7f669ccbbe30>, ('items', <class 'orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeRestoreArgs'>): <orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler object at 0x7f669ccbbe30>, ('metrics', <class 'orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonSaveArgs'>): <orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonCheckpointHandler object at 0x7f53803290a0>, ('metrics', <class 'orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonRestoreArgs'>): <orbax.checkpoint._src.handlers.json_checkpoint_handler.JsonCheckpointHandler object at 0x7f53803290a0>}).
I0425 07:30:42.177196 140086283003712 abstract_checkpointer.py:35] orbax-checkpoint version: 0.11.34
I0425 07:30:42.177281 140086283003712 async_checkpointer.py:192] [process=6][thread=MainThread] Using barrier_sync_fn: <function get_barrier_sync_fn.<locals>._fn at 0x7f52a06e5760> timeout: 1200 secs and primary_host=0 for async checkpoint writes
I0425 07:30:43.020732 140086283003712 checkpoint_manager.py:1812] Found 0 checkpoint steps in gs://lance-maxtext/linen_ckpt_xpk_main_20260425_071456/linen_xpk_main_20260425_071456_07_eval/checkpoints
I0425 07:30:43.052524 140086283003712 checkpoint_manager.py:929] [process=6][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_20260425_071456/linen_xpk_main_20260425_071456_07_eval/checkpoints: <orbax.checkpoint.checkpoint_manager.CheckpointManager object at 0x7f538032a300>
I0425 07:30:43.052660 140086283003712 checkpointing.py:301] Checkpoint manager created!
I0425 07:30:43.982335 140086283003712 nnx_wrappers.py:437] Unknown Logical: bfloat16[32,2048,2048]...................................... ('activation_batch', 'activation_norm_length', 'activation_embed').
I0425 07:30:43.982451 140086283003712 nnx_wrappers.py:437] Unknown Physical: bfloat16[32,2048,2048]...................................... ('fsdp', None, None).
I0425 07:30:44.365956 140086283003712 attentions.py:1088] attentions/inputs_q Logical: bfloat16[32,2048,2048]...................................... ('activation_batch_attn', 'activation_length_attn', 'activation_embed_attn').
I0425 07:30:44.366050 140086283003712 attentions.py:1088] attentions/inputs_q Physical: bfloat16[32,2048,2048]...................................... ('fsdp', None, None).
I0425 07:30:44.382715 140086283003712 attentions.py:1089] attentions/inputs_kv Logical: bfloat16[32,2048,2048]...................................... ('activation_batch_attn', 'activation_length_attn', 'activation_embed_attn').
I0425 07:30:44.382778 140086283003712 attentions.py:1089] attentions/inputs_kv Physical: bfloat16[32,2048,2048]...................................... ('fsdp', None, None).
I0425 07:30:44.406744 140086283003712 attentions.py:1154] attentions/query Logical: bfloat16[32,2048,16,128].................................... ('activation_kv_batch', 'activation_length_attn', 'activation_kv_heads', 'activation_kv_head_dim').
I0425 07:30:44.406813 140086283003712 attentions.py:1154] attentions/query Physical: bfloat16[32,2048,16,128].................................... ('fsdp', None, None, None).
I0425 07:30:44.423426 140086283003712 attentions.py:1155] attentions/key Logical: bfloat16[32,2048,16,128].................................... ('activation_kv_batch', 'activation_length_attn', 'activation_kv_heads', 'activation_kv_head_dim').
I0425 07:30:44.423493 140086283003712 attentions.py:1155] attentions/key Physical: bfloat16[32,2048,16,128].................................... ('fsdp', None, None, None).
I0425 07:30:44.440217 140086283003712 attentions.py:1156] attentions/value Logical: bfloat16[32,2048,16,128].................................... ('activation_kv_batch', 'activation_length_attn', 'activation_kv_heads', 'activation_kv_head_dim').
I0425 07:30:44.440278 140086283003712 attentions.py:1156] attentions/value Physical: bfloat16[32,2048,16,128].................................... ('fsdp', None, None, None).
I0425 07:30:44.465201 140086283003712 attentions.py:1198] attentions/out Logical: bfloat16[32,2048,16,128].................................... ('activation_batch_attn', 'activation_length_attn', 'activation_heads', 'activation_kv').
I0425 07:30:44.465271 140086283003712 attentions.py:1198] attentions/out Physical: bfloat16[32,2048,16,128].................................... ('fsdp', None, None, None).
I0425 07:30:44.486516 140086283003712 linears.py:525] linears/x Logical: bfloat16[32,2048,7168]...................................... ('activation_batch', 'activation_length', 'activation_mlp').
I0425 07:30:44.486581 140086283003712 linears.py:525] linears/x Physical: bfloat16[32,2048,7168]...................................... ('fsdp', None, None).
I0425 07:30:44.696981 140086283003712 checkpointing.py:577] checkpoint manager exists so trying to load this run's existing checkpoint
I0425 07:30:44.697087 140086283003712 checkpointing.py:665] No existing checkpoints found, not restoring checkpoint.
fsdp: 32
I0425 07:30:46.132336 140086283003712 maxtext_utils.py:1707]  params/params/decoder/decoder_norm/scale
    Shape:     float32[2048]
    Logical:   P('norm',)
    Physical:  (None,)
I0425 07:30:46.132464 140086283003712 maxtext_utils.py:1707]  params/params/decoder/layers/mlp/wi_0/kernel
    Shape:     float32[2048,16,7168]
    Logical:   P('embed', 'layers', 'mlp')
    Physical:  ('fsdp', None, None)
I0425 07:30:46.132516 140086283003712 maxtext_utils.py:1707]  params/params/decoder/layers/mlp/wi_1/kernel
    Shape:     float32[2048,16,7168]
    Logical:   P('embed', 'layers', 'mlp')
    Physical:  ('fsdp', None, None)
I0425 07:30:46.132574 140086283003712 maxtext_utils.py:1707]  params/params/decoder/layers/mlp/wo/kernel
    Shape:     float32[7168,16,2048]
    Logical:   P('mlp', 'layers', 'embed')
    Physical:  (None, None, 'fsdp')
I0425 07:30:46.132627 140086283003712 maxtext_utils.py:1707]  params/params/decoder/layers/post_self_attention_layer_norm/scale
    Shape:     float32[2048,16]
    Logical:   P('norm', 'layers')
    Physical:  (None, None)
I0425 07:30:46.132666 140086283003712 maxtext_utils.py:1707]  params/params/decoder/layers/pre_self_attention_layer_norm/scale
    Shape:     float32[2048,16]
    Logical:   P('norm', 'layers')
    Physical:  (None, None)
I0425 07:30:46.132723 140086283003712 maxtext_utils.py:1707]  params/params/decoder/layers/self_attention/key/kernel
    Shape:     float32[2048,16,16,128]
    Logical:   P('embed', 'layers', 'kv_heads', 'kv_head_dim')
    Physical:  ('fsdp', None, None, None)
I0425 07:30:46.132776 140086283003712 maxtext_utils.py:1707]  params/params/decoder/layers/self_attention/out/kernel
    Shape:     float32[16,16,128,2048]
    Logical:   P('heads', 'layers', 'kv', 'embed')
    Physical:  (None, None, None, 'fsdp')
I0425 07:30:46.132816 140086283003712 maxtext_utils.py:1707]  params/params/decoder/layers/self_attention/query/kernel
    Shape:     float32[2048,16,16,128]
    Logical:   P('embed', 'layers', 'q_heads', 'kv')
    Physical:  ('fsdp', None, None, None)
I0425 07:30:46.132851 140086283003712 maxtext_utils.py:1707]  params/params/decoder/layers/self_attention/value/kernel
    Shape:     float32[2048,16,16,128]
    Logical:   P('embed', 'layers', 'kv_heads', 'kv_head_dim')
    Physical:  ('fsdp', None, None, None)
I0425 07:30:46.132899 140086283003712 maxtext_utils.py:1707]  params/params/decoder/logits_dense/kernel
    Shape:     float32[2048,32000]
    Logical:   P('embed_vocab', 'vocab')
    Physical:  ('fsdp', None)
I0425 07:30:46.132946 140086283003712 maxtext_utils.py:1707]  params/params/token_embedder/embedding
    Shape:     float32[32000,2048]
    Logical:   P('vocab', 'embed_vocab')
    Physical:  (None, 'fsdp')

I0425 07:30:46.627427 140086283003712 train.py:155] train/xent Logical: float32[32,2048]............................................ ('activation_embed_and_logits_batch', 'activation_length').
I0425 07:30:46.627525 140086283003712 train.py:155] train/xent Physical: float32[32,2048]............................................ ('fsdp', None).
I0425 07:30:46.643202 140086283003712 train.py:162] train/z_loss Logical: float32[32,2048]............................................ ('activation_embed_and_logits_batch', 'activation_length').
I0425 07:30:46.643266 140086283003712 train.py:162] train/z_loss Physical: float32[32,2048]............................................ ('fsdp', None).
I0425 07:30:57.703543 140086283003712 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.
I0425 07:30:57.704318 140086283003712 metric_logger.py:301] number parameters: 1.104 billion
I0425 07:31:09.397899 140086283003712 checkpointing.py:772] Waiting for step 0 to finish before checkpoint...
I0425 07:31:09.551964 140086283003712 checkpointing.py:776] Waited 0.15404701232910156 seconds for step 0 to finish before starting checkpointing.
I0425 07:31:09.554126 140086283003712 checkpoint_manager.py:2009] [process=6][thread=MainThread][wait_until_finished] No Save Finalize thread to wait for. Returning.
I0425 07:31:09.555714 140086283003712 checkpoint_manager.py:1512] [process=6] Saving checkpoint at step 0
I0425 07:31:09.557067 140086283003712 event_tracking.py:70] [process=6] [async] Started save checkpoint @ gs://lance-maxtext/linen_ckpt_xpk_main_20260425_071456/linen_xpk_main_20260425_071456_07_eval/checkpoints/0.
I0425 07:31:10.319557 140086283003712 signaling_client.py:364] Using JaxDistributedSignalingClient
I0425 07:31:10.320452 140086283003712 jax_array_handlers.py:360] Scheduling D2H of 39 prioritized jax.Array.
I0425 07:31:10.320521 140086283003712 replica_slices.py:424] Transferring arrays to host memory with options: use_replica_parallel=True, min_slice_bytes_for_replica_parallel=None, max_replicas_for_replica_parallel=None, enable_pinned_host_transfer=False
I0425 07:31:10.596589 140086283003712 base_pytree_checkpoint_handler.py:154] [process=6][thread=MainThread] Initiated "orbax.checkpoint._src.serialization.jax_array_handlers.ArrayHandler".serialize. Time taken: 0.277117s
I0425 07:31:10.596763 140086283003712 base_pytree_checkpoint_handler.py:130] [process=6] /jax/orbax/write/blocking_gbytes_per_sec: 5.454 GiB/s (total gbytes: 1.5 GiB) (time elapsed: 0.2828233242034912 s) (per-host)
I0425 07:31:10.596818 140086283003712 base_pytree_checkpoint_handler.py:768] [process=6][thread=MainThread] Initiated Pytree async_save. Time taken: 0.282888s (batch_requests_ready=0.002419s, total_serialization_initiated=0.280397s, others=0.000072s)
I0425 07:31:10.596910 140086283003712 composite_checkpoint_handler.py:715] [process=6][thread=MainThread] Initiated CompositeCheckpointHandler.async_save. Time taken: 0.287235s (all_items=0.000030s, per_item={'items': '0.00003004'}, temp_paths=0.287205)
I0425 07:31:10.597758 140086283003712 event_tracking.py:125] [process=6] [async] Finished blocking save in 1.04 seconds. Continuing save @ gs://lance-maxtext/linen_ckpt_xpk_main_20260425_071456/linen_xpk_main_20260425_071456_07_eval/checkpoints/0.
I0425 07:31:10.598088 139958035650304 async_checkpointer.py:76] [process=6][thread=async_save] Background save thread started. Deadline for this save operation is 2026-04-25 07:51:10.598049
I0425 07:31:10.603577 140086283003712 checkpoint_manager.py:1560] [process=6][thread=MainThread][step=0] Starting CheckpointManager Save Finalize thread=save_finalize
I0425 07:31:10.603824 139955892373248 async_checkpointer.py:280] [process=6][thread=save_finalize] Waiting for background save thread=async_save.
I0425 07:31:10.603972 140086283003712 standard_logger.py:34] {'step': 0, 'event_type': 'save', 'directory': 'gs://lance-maxtext/linen_ckpt_xpk_main_20260425_071456/linen_xpk_main_20260425_071456_07_eval/checkpoints', 'reached_preemption': False, 'preemption_received_at': None, 'synchronous': False, 'wait_for_prev_start_time': 1777102269.5541072, 'wait_for_prev_duration_secs': 6.365776062011719e-05, 'time_between_consecutive_saves_sec': None, 'checkpointer_blocking_start_time': 1777102269.555753, 'checkpointer_blocking_duration_secs': 1.0424506664276123, 'get_old_steps_start_time': 1777102270.5982287, 'get_old_steps_duration_secs': 3.1948089599609375e-05, 'checkpoint_manager_blocking_start_time': 1777102269.5524402, 'checkpoint_manager_blocking_duration_secs': 1.0514945983886719}
I0425 07:31:10.604077 140086283003712 checkpointing.py:408] Started an asynchronous checkpoint save for step 0
I0425 07:31:10.604134 140086283003712 max_utils.py:750] 
Memstats: After params initialized:
I0425 07:31:10.604180 140086283003712 max_utils.py:756] 	Using (GB) 0.43 / 31.25 (1.376000%) on TPU_24(process=6,(0,6,0,0))
I0425 07:31:10.604209 140086283003712 max_utils.py:756] 	Using (GB) 0.43 / 31.25 (1.376000%) on TPU_25(process=6,(1,6,0,0))
I0425 07:31:10.604236 140086283003712 max_utils.py:756] 	Using (GB) 0.43 / 31.25 (1.376000%) on TPU_28(process=6,(0,7,0,0))
I0425 07:31:10.604261 140086283003712 max_utils.py:756] 	Using (GB) 0.43 / 31.25 (1.376000%) on TPU_29(process=6,(1,7,0,0))
I0425 07:31:10.913857 140086283003712 metric_logger.py:196] completed step: 0, seconds: 11.693, TFLOP/s/device: 1.162, Tokens/s/device: 175.140, total_weights: 65536, loss: 10.874, lm_loss: 10.874, perplexity: 52779.875
I0425 07:31:11.098443 140086283003712 metric_logger.py:196] completed step: 1, seconds: 1.514, TFLOP/s/device: 8.972, Tokens/s/device: 1352.333, total_weights: 65536, loss: 10.874, lm_loss: 10.874, perplexity: 52779.875
I0425 07:31:11.526601 140086283003712 metric_logger.py:196] completed step: 2, seconds: 0.038, TFLOP/s/device: 362.101, Tokens/s/device: 54579.858, total_weights: 65536, loss: 10.262, lm_loss: 10.262, perplexity: 28637.129
I0425 07:31:11.673859 140086283003712 metric_logger.py:196] completed step: 3, seconds: 0.428, TFLOP/s/device: 31.722, Tokens/s/device: 4781.472, total_weights: 65536, loss: 9.734, lm_loss: 9.734, perplexity: 16889.203
I0425 07:31:11.969033 140086283003712 metric_logger.py:196] completed step: 4, seconds: 0.153, TFLOP/s/device: 88.843, Tokens/s/device: 13391.310, total_weights: 65536, loss: 9.277, lm_loss: 9.277, perplexity: 10694.614
I0425 07:31:11.974947 140086283003712 metric_logger.py:196] completed step: 5, seconds: 0.147, TFLOP/s/device: 92.298, Tokens/s/device: 13912.193, total_weights: 65536, loss: 8.892, lm_loss: 8.892, perplexity: 7270.717
I0425 07:31:14.071102    2797 google_auth_provider.cc:181] Running on GCE, using service account 562977990677-compute@developer.gserviceaccount.com
I0425 07:31:16.094603 139955900765952 array_metadata_store.py:203] [process=6][thread=array_type_handler] Wrote 39 array_metadata.ArrayMetadata to gs://lance-maxtext/linen_ckpt_xpk_main_20260425_071456/linen_xpk_main_20260425_071456_07_eval/checkpoints/0/items/array_metadatas/process_6
I0425 07:31:33.718538 140086283003712 metric_logger.py:196] completed step: 6, seconds: 0.296, TFLOP/s/device: 45.964, Tokens/s/device: 6928.141, total_weights: 65536, loss: 8.592, lm_loss: 8.592, perplexity: 5390.759
I0425 07:31:33.865911 140086283003712 metric_logger.py:196] completed step: 7, seconds: 21.597, TFLOP/s/device: 0.629, Tokens/s/device: 94.828, total_weights: 65536, loss: 8.384, lm_loss: 8.384, perplexity: 4376.905
I0425 07:31:34.012928 140086283003712 metric_logger.py:196] completed step: 8, seconds: 0.152, TFLOP/s/device: 89.351, Tokens/s/device: 13467.925, total_weights: 65536, loss: 8.255, lm_loss: 8.255, perplexity: 3846.406
I0425 07:31:34.160906 140086283003712 checkpointing.py:772] Waiting for step 9 to finish before checkpoint...
I0425 07:31:34.161579 140086283003712 checkpointing.py:776] Waited 0.0006940364837646484 seconds for step 9 to finish before starting checkpointing.
I0425 07:31:34.163712 140086283003712 checkpoint_manager.py:2020] [process=6][thread=MainThread][step=0][wait_until_finished] Waiting for Save Finalize thread (save_finalize) to complete.
I0425 07:31:48.592410 139958035650304 base_pytree_checkpoint_handler.py:130] [process=6] /jax/orbax/write/gbytes_per_sec: 41.266 MiB/s (total gbytes: 1.5 GiB) (time elapsed: 38.27843165397644 s) (per-host)
I0425 07:31:48.592535 139958035650304 async_checkpointer.py:90] [process=6][thread=async_save] 3 Handler Commit operations completed. Time taken: 37.993795s.
I0425 07:31:56.068517 139958035650304 async_checkpointer.py:160] [process=6][thread=async_save] Background save thread done. Time taken: 45.469760s.
I0425 07:31:56.068814 139955892373248 async_checkpointer.py:288] [process=6][thread=save_finalize] Done with waiting for background save thread=async_save.
I0425 07:31:56.068938 139955892373248 async_checkpointer.py:298] [process=6][thread=save_finalize] No errors found in background save thread=async_save.
I0425 07:31:56.068987 139955892373248 checkpoint_manager.py:2137] [process=6][thread=save_finalize][step=0] CheckpointManager Save Finalize is syncing with other hosts...
I0425 07:31:56.071333 139955892373248 checkpoint_manager.py:2146] [process=6][thread=save_finalize][step=0] CheckpointManager Save Finalize is done on all hosts.
I0425 07:31:56.071525 140086283003712 checkpoint_manager.py:2032] [process=6][thread=MainThread][step=0][wait_until_finished] Done waiting for Save Finalize thread (save_finalize) running at step=0.
W0425 07:31:56.071654 140086283003712 checkpoint_manager.py:1452] Waiting for previous save to complete took 21.907941 seconds. If this number is high, consider checkpointing less frequently.
I0425 07:31:56.073552 140086283003712 checkpoint_manager.py:1512] [process=6] Saving checkpoint at step 9
I0425 07:31:56.075533 140086283003712 event_tracking.py:70] [process=6] [async] Started save checkpoint @ gs://lance-maxtext/linen_ckpt_xpk_main_20260425_071456/linen_xpk_main_20260425_071456_07_eval/checkpoints/9.
I0425 07:31:56.348145 140086283003712 jax_array_handlers.py:360] Scheduling D2H of 39 prioritized jax.Array.
I0425 07:31:56.348239 140086283003712 replica_slices.py:424] Transferring arrays to host memory with options: use_replica_parallel=True, min_slice_bytes_for_replica_parallel=None, max_replicas_for_replica_parallel=None, enable_pinned_host_transfer=False
I0425 07:31:56.383889 140086283003712 base_pytree_checkpoint_handler.py:154] [process=6][thread=MainThread] Initiated "orbax.checkpoint._src.serialization.jax_array_handlers.ArrayHandler".serialize. Time taken: 0.036847s
I0425 07:31:56.384050 140086283003712 base_pytree_checkpoint_handler.py:130] [process=6] /jax/orbax/write/blocking_gbytes_per_sec: 37.652 GiB/s (total gbytes: 1.5 GiB) (time elapsed: 0.0409693717956543 s) (per-host)
I0425 07:31:56.384114 140086283003712 base_pytree_checkpoint_handler.py:768] [process=6][thread=MainThread] Initiated Pytree async_save. Time taken: 0.041030s (batch_requests_ready=0.002468s, total_serialization_initiated=0.038493s, others=0.000069s)
I0425 07:31:56.384204 140086283003712 composite_checkpoint_handler.py:715] [process=6][thread=MainThread] Initiated CompositeCheckpointHandler.async_save. Time taken: 0.045083s (all_items=0.000016s, per_item={'items': '0.00001597'}, temp_paths=0.045067)
I0425 07:31:56.384886 140086283003712 event_tracking.py:125] [process=6] [async] Finished blocking save in 0.31 seconds. Continuing save @ gs://lance-maxtext/linen_ckpt_xpk_main_20260425_071456/linen_xpk_main_20260425_071456_07_eval/checkpoints/9.
I0425 07:31:56.385267 139955892373248 async_checkpointer.py:76] [process=6][thread=async_save] Background save thread started. Deadline for this save operation is 2026-04-25 07:51:56.385221
I0425 07:31:56.387278 140086283003712 checkpoint_manager.py:1560] [process=6][thread=MainThread][step=9] Starting CheckpointManager Save Finalize thread=save_finalize
I0425 07:31:56.387579 139957531064064 async_checkpointer.py:280] [process=6][thread=save_finalize] Waiting for background save thread=async_save.
I0425 07:31:56.387719 140086283003712 standard_logger.py:34] {'step': 9, 'event_type': 'save', 'directory': 'gs://lance-maxtext/linen_ckpt_xpk_main_20260425_071456/linen_xpk_main_20260425_071456_07_eval/checkpoints', 'reached_preemption': False, 'preemption_received_at': None, 'synchronous': False, 'wait_for_prev_start_time': 1777102294.163681, 'wait_for_prev_duration_secs': 21.907941341400146, 'time_between_consecutive_saves_sec': None, 'checkpointer_blocking_start_time': 1777102316.0735912, 'checkpointer_blocking_duration_secs': 0.31184887886047363, 'get_old_steps_start_time': 1777102316.3854637, 'get_old_steps_duration_secs': 3.719329833984375e-05, 'checkpoint_manager_blocking_start_time': 1777102294.1618028, 'checkpoint_manager_blocking_duration_secs': 22.22588062286377}
I0425 07:31:56.387885 140086283003712 checkpointing.py:408] Started an asynchronous checkpoint save for step 9
I0425 07:31:56.387930 140086283003712 checkpoint_manager.py:2020] [process=6][thread=MainThread][step=9][wait_until_finished] Waiting for Save Finalize thread (save_finalize) to complete.
I0425 07:32:01.765737 139955900765952 array_metadata_store.py:203] [process=6][thread=array_type_handler] Wrote 39 array_metadata.ArrayMetadata to gs://lance-maxtext/linen_ckpt_xpk_main_20260425_071456/linen_xpk_main_20260425_071456_07_eval/checkpoints/9/items/array_metadatas/process_6
I0425 07:32:37.767421 139955892373248 base_pytree_checkpoint_handler.py:130] [process=6] /jax/orbax/write/gbytes_per_sec: 38.132 MiB/s (total gbytes: 1.5 GiB) (time elapsed: 41.42431640625 s) (per-host)
I0425 07:32:37.767536 139955892373248 async_checkpointer.py:90] [process=6][thread=async_save] 3 Handler Commit operations completed. Time taken: 41.382132s.
I0425 07:32:45.928233 139955892373248 async_checkpointer.py:160] [process=6][thread=async_save] Background save thread done. Time taken: 49.542810s.
I0425 07:32:45.928537 139957531064064 async_checkpointer.py:288] [process=6][thread=save_finalize] Done with waiting for background save thread=async_save.
I0425 07:32:45.928684 139957531064064 async_checkpointer.py:298] [process=6][thread=save_finalize] No errors found in background save thread=async_save.
I0425 07:32:45.928732 139957531064064 checkpoint_manager.py:2137] [process=6][thread=save_finalize][step=9] CheckpointManager Save Finalize is syncing with other hosts...
I0425 07:32:45.930227 139957531064064 checkpoint_manager.py:2146] [process=6][thread=save_finalize][step=9] CheckpointManager Save Finalize is done on all hosts.
I0425 07:32:45.930412 140086283003712 checkpoint_manager.py:2032] [process=6][thread=MainThread][step=9][wait_until_finished] Done waiting for Save Finalize thread (save_finalize) running at step=9.
I0425 07:32:45.930558 140086283003712 checkpoint_manager.py:2009] [process=6][thread=MainThread][wait_until_finished] No Save Finalize thread to wait for. Returning.
I0425 07:32:45.931623 140086283003712 metric_logger.py:196] completed step: 9, seconds: 0.147, TFLOP/s/device: 92.178, Tokens/s/device: 13894.071, 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 25 07:32:57 UTC 2026
EXIT_CODE=0