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": 75477.72416598386,
-      "required_pages_per_second_upper_estimate": 0.005221724090251371
+      "required_token_positions_per_second": 76704.26104144318,
+      "required_pages_per_second_upper_estimate": 0.005306578757253295
     },
     {
       "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": 9434.715520747983,
-      "required_pages_per_second_upper_estimate": 0.0039501183692733
+      "required_token_positions_per_second": 9588.032630180398,
+      "required_pages_per_second_upper_estimate": 0.004014309041367338
     },
     {
       "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": 18869.431041495965,
-      "required_pages_per_second_upper_estimate": 0.003930004865583526
+      "required_token_positions_per_second": 19176.065260360796,
+      "required_pages_per_second_upper_estimate": 0.003993868686884925
     },
     {
       "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": 28304.14656224395,
-      "required_pages_per_second_upper_estimate": 0.0016967903684771235
+      "required_token_positions_per_second": 28764.097890541198,
+      "required_pages_per_second_upper_estimate": 0.00172436374830353
     },
     {
       "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": 28304.14656224395,
-      "required_pages_per_second_upper_estimate": 0.0022005228984309654
+      "required_token_positions_per_second": 28764.097890541198,
+      "required_pages_per_second_upper_estimate": 0.002236282091093992
     },
     {
       "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": 28304.14656224395,
-      "required_pages_per_second_upper_estimate": 0.3630552014756603
+      "estimated_pages_for_buffer": 23,
+      "required_token_positions_per_second": 28764.097890541198,
+      "required_pages_per_second_upper_estimate": 0.3689549632577981
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -155,36 +155,30 @@
   "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": 0.11659212689070841,
-    "producer_p95_seconds": 0.2283503800008475,
-    "gpu_update_seconds": 0.9768180057716628,
-    "producer_batches_per_second": 8.576908464302946,
-    "gpu_batches_per_second": 1.0237321528589391,
-    "producer_headroom": 8.378078621786498,
+    "producer_batch_seconds": 0.08309669728906499,
+    "producer_p95_seconds": 0.2250177480000275,
+    "gpu_update_seconds": 0.9611982306975734,
+    "producer_batches_per_second": 12.034172628081018,
+    "gpu_batches_per_second": 1.040368123934505,
+    "producer_headroom": 11.56722543802064,
     "sustainable": true,
-    "buffer_seconds": 60.562716357843094,
+    "buffer_seconds": 60.55548853394712,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 75,
+    "upload_pages_per_commit": 86,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 460329.1437808124,
-    "upload_bytes_per_second": 5202698.920922406,
+    "generation_bytes_per_second": 464623.04428783094,
+    "upload_bytes_per_second": 5187608.429521802,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 98.77591834133413,
+    "estimated_full_shards_per_hour": 99.6972894332523,
     "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": [
-    {
-      "seconds": 1.0732885580000584,
-      "bytes": 7199351,
-      "pages": 29,
-      "shards": 3
-    },
     {
       "seconds": 1.3326483809996716,
       "bytes": 16444186,
@@ -562,6 +556,12 @@
       "bytes": 2763901,
       "pages": 37,
       "shards": 2
+    },
+    {
+      "seconds": 1.0879035409998323,
+      "bytes": 6026132,
+      "pages": 28,
+      "shards": 2
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1791254470898546162-7724d9f6/train.jsonl

@@ -162,3 +162,4 @@
 {"step": 776200, "loss": 0.5679916143417358, "lr": 3e-05, "grad_norm": 0.2680121779115453, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 113613538215, "tokens_per_second": 151672.56654686952, "data_wait_s": 1.1180000001331791e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 776300, "loss": 0.5306581258773804, "lr": 3e-05, "grad_norm": 0.2461960905525235, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 113628204666, "tokens_per_second": 151262.90834001784, "data_wait_s": 1.1126001481898129e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 776400, "loss": 0.5531155467033386, "lr": 3e-05, "grad_norm": 0.2534336618671871, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 113642821074, "tokens_per_second": 151769.46908746462, "data_wait_s": 1.591500040376559e-05, "gpu_peak_gb": 89.37899398803711}
+{"step": 776500, "loss": 0.4901812672615051, "lr": 3e-05, "grad_norm": 0.26054071581981747, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 113657478276, "tokens_per_second": 152388.68438564215, "data_wait_s": 9.945997589966282e-06, "gpu_peak_gb": 89.37899398803711}

runs/void-byte-v1/events.out.tfevents.1791254470.1e0c9aa3-e42e-441e-9e17-2e25895f438d-9bhv5.366.0.1791254470898546162-7724d9f6

@@ -1,3 +1,3 @@
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+size 351984