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": 76601.19069151723,
-      "required_pages_per_second_upper_estimate": 0.0052994481112892565
+      "required_token_positions_per_second": 75919.41622421025,
+      "required_pages_per_second_upper_estimate": 0.005252281371706247
     },
     {
       "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": 9575.148836439654,
-      "required_pages_per_second_upper_estimate": 0.004008914865972296
+      "required_token_positions_per_second": 9489.92702802628,
+      "required_pages_per_second_upper_estimate": 0.003973234274423345
     },
     {
       "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": 19150.297672879307,
-      "required_pages_per_second_upper_estimate": 0.00398850197794951
+      "required_token_positions_per_second": 18979.85405605256,
+      "required_pages_per_second_upper_estimate": 0.003953003067464943
     },
     {
       "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": 28725.44650931896,
-      "required_pages_per_second_upper_estimate": 0.0017220466570164988
+      "required_token_positions_per_second": 28469.781084078844,
+      "required_pages_per_second_upper_estimate": 0.0017067199051518545
     },
     {
       "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": 28725.44650931896,
-      "required_pages_per_second_upper_estimate": 0.0022332771162134222
+      "required_token_positions_per_second": 28469.781084078844,
+      "required_pages_per_second_upper_estimate": 0.0022134002539543622
     },
     {
       "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": 23,
-      "required_token_positions_per_second": 28725.44650931896,
-      "required_pages_per_second_upper_estimate": 0.36845918484009904
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28469.781084078844,
+      "required_pages_per_second_upper_estimate": 0.36517978327726486
     }
   ],
   "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": 63,
+    "prefetch_batches": 62,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 720750,
-    "producer_batch_seconds": 0.21132047460932313,
-    "producer_p95_seconds": 0.21422300199992605,
-    "gpu_update_seconds": 0.9624915661808975,
-    "producer_batches_per_second": 4.732149129651262,
-    "gpu_batches_per_second": 1.0389701428428444,
-    "producer_headroom": 4.554653627199614,
+    "producer_batch_seconds": 0.08440952440635385,
+    "producer_p95_seconds": 0.22975776299972495,
+    "gpu_update_seconds": 0.9711349700353541,
+    "producer_batches_per_second": 11.84700431654992,
+    "gpu_batches_per_second": 1.0297229848118796,
+    "producer_headroom": 11.505040181961418,
     "sustainable": true,
-    "buffer_seconds": 60.636968669396545,
+    "buffer_seconds": 60.21036814219195,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 82,
+    "upload_pages_per_commit": 83,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 392433.89249509055,
-    "upload_bytes_per_second": 4728935.1627481375,
+    "generation_bytes_per_second": 392063.53196288,
+    "upload_bytes_per_second": 4699528.373898366,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 84.20717793597734,
+    "estimated_full_shards_per_hour": 84.12770718731689,
     "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": 1.560673630000565,
-      "bytes": 10527927,
-      "pages": 42,
-      "shards": 3
-    },
     {
       "seconds": 1.384273941000174,
       "bytes": 1166498,
@@ -562,6 +556,12 @@
       "bytes": 7664644,
       "pages": 38,
       "shards": 3
+    },
+    {
+      "seconds": 1.0472080479994474,
+      "bytes": 5473896,
+      "pages": 33,
+      "shards": 2
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1791342976705245012-6808dd50/train.jsonl

@@ -136,3 +136,4 @@
 {"step": 856100, "loss": 0.5236691236495972, "lr": 3e-05, "grad_norm": 0.3054200401908126, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 125309219881, "tokens_per_second": 152672.06349599964, "data_wait_s": 1.4371000361279584e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 856200, "loss": 0.49121734499931335, "lr": 3e-05, "grad_norm": 0.3282350773532133, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 125323702384, "tokens_per_second": 150488.83834897677, "data_wait_s": 2.2682999770040624e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 856300, "loss": 0.4934995770454407, "lr": 3e-05, "grad_norm": 0.3060387590311734, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 125338262747, "tokens_per_second": 150914.3308055724, "data_wait_s": 1.5229001292027533e-05, "gpu_peak_gb": 89.37899398803711}
+{"step": 856400, "loss": 0.5333918333053589, "lr": 3e-05, "grad_norm": 0.2950053123149288, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 125352737696, "tokens_per_second": 150735.05077462707, "data_wait_s": 1.5937999705784023e-05, "gpu_peak_gb": 89.37899398803711}

runs/void-byte-v1/events.out.tfevents.1791342976.f74d737f-395e-43a1-ae69-439b0359d002-2qp5c.418.0.1791342976705245012-6808dd50

@@ -1,3 +1,3 @@
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