Update TensorBoard training metrics

benchmark_cache/shard_scheduler.json

@@ -22,8 +22,8 @@
       "tokens_per_second": 598315.063954628,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 76067.72994170256,
-      "required_pages_per_second_upper_estimate": 0.005262542058817602
+      "required_token_positions_per_second": 77269.04455873757,
+      "required_pages_per_second_upper_estimate": 0.005345651791458029
     },
     {
       "source": "rewrite6",
@@ -36,8 +36,8 @@
       "tokens_per_second": 8533.957213384612,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 9508.46624271282,
-      "required_pages_per_second_upper_estimate": 0.003980996256469773
+      "required_token_positions_per_second": 9658.630569842197,
+      "required_pages_per_second_upper_estimate": 0.00404386692445111
     },
     {
       "source": "openmath",
@@ -50,8 +50,8 @@
       "tokens_per_second": 380144.35761751566,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 19016.93248542564,
-      "required_pages_per_second_upper_estimate": 0.003960725526479417
+      "required_token_positions_per_second": 19317.261139684393,
+      "required_pages_per_second_upper_estimate": 0.004023276064962293
     },
     {
       "source": "ultra_qa",
@@ -64,8 +64,8 @@
       "tokens_per_second": 43742.16556775435,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 28525.398728138458,
-      "required_pages_per_second_upper_estimate": 0.0017100540979900032
+      "required_token_positions_per_second": 28975.89170952659,
+      "required_pages_per_second_upper_estimate": 0.0017370604643612677
     },
     {
       "source": "ultra_style",
@@ -78,8 +78,8 @@
       "tokens_per_second": 22018.86276523721,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 28525.398728138458,
-      "required_pages_per_second_upper_estimate": 0.002217724281143835
+      "required_token_positions_per_second": 28975.89170952659,
+      "required_pages_per_second_upper_estimate": 0.0022527481289375496
     },
     {
       "source": "cortex",
@@ -91,9 +91,9 @@
       "read_seconds": 0.04061180899998362,
       "tokens_per_second": 910315.184299418,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
-      "estimated_pages_for_buffer": 22,
-      "required_token_positions_per_second": 28525.398728138458,
-      "required_pages_per_second_upper_estimate": 0.36589318669768806
+      "estimated_pages_for_buffer": 23,
+      "required_token_positions_per_second": 28975.89170952659,
+      "required_pages_per_second_upper_estimate": 0.37167162696125744
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -155,27 +155,27 @@
   "shard_benchmark_scope": "Local packing/read measurements; upload capacity measured only on real data commits. Targets larger than available pages are sample-limited.",
   "estimated_fresh_generation_batch_seconds": 2.558590814491007,
   "selected": {
-    "prefetch_batches": 62,
+    "prefetch_batches": 63,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 720750,
-    "producer_batch_seconds": 0.3812643923827892,
-    "producer_p95_seconds": 0.15603487699991092,
-    "gpu_update_seconds": 0.9692414911882384,
-    "producer_batches_per_second": 2.622851805672953,
-    "gpu_batches_per_second": 1.0317346183499154,
-    "producer_headroom": 2.542176795296217,
+    "producer_batch_seconds": 0.3450890182109312,
+    "producer_p95_seconds": 0.15757866800004194,
+    "gpu_update_seconds": 0.9541725333998949,
+    "producer_batches_per_second": 2.8978030224907445,
+    "gpu_batches_per_second": 1.04802849065128,
+    "producer_headroom": 2.7650040512638667,
     "sustainable": true,
-    "buffer_seconds": 60.09297245367078,
+    "buffer_seconds": 60.11286960419338,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 82,
+    "upload_pages_per_commit": 80,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 324531.89493862295,
+    "generation_bytes_per_second": 314113.85685106774,
     "upload_bytes_per_second": 5832761.838987507,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 69.63698993796365,
+    "estimated_full_shards_per_hour": 67.40152148388886,
     "selection_policy": "Smallest shard within 90% of measured local peak, enlarged to amortize 30 seconds of measured page production; bounded to 256 MiB."
   },
   "upload_measurements": [

metrics/void-byte-v1/1791033297667653750-ba4975eb/train.jsonl

@@ -27,3 +27,4 @@
 {"step": 602700, "loss": 0.6067249774932861, "lr": 0.0003, "grad_norm": 0.14774953975413252, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 88217111566, "tokens_per_second": 153377.78396283227, "data_wait_s": 1.471799987484701e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 602800, "loss": 0.6329813003540039, "lr": 0.0003, "grad_norm": 0.15991983956735892, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 88231758455, "tokens_per_second": 151709.75645617614, "data_wait_s": 1.4028999885340454e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 602900, "loss": 0.5468085408210754, "lr": 0.0003, "grad_norm": 0.148908295804209, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 88246500487, "tokens_per_second": 153463.02942106282, "data_wait_s": 1.2954999874636997e-05, "gpu_peak_gb": 89.37899398803711}
+{"step": 603000, "loss": 0.5387334823608398, "lr": 0.0003, "grad_norm": 0.1767563216817646, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 88261273749, "tokens_per_second": 152648.3603837503, "data_wait_s": 1.6071000118245138e-05, "gpu_peak_gb": 89.37899398803711}

runs/void-byte-v1/events.out.tfevents.1791033297.83ac8725-d818-41af-bbb1-78dcd88792cf-7zwhs.737.0.1791033297667653750-ba4975eb

@@ -1,3 +1,3 @@
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-size 61587
+oid sha256:330bc2ed21e136d8af15ffb316ea71fd6315d4973f3300bbb773194785b2c9bf
+size 63705