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": 76883.52244491687,
-      "required_pages_per_second_upper_estimate": 0.005318980477089366
+      "required_token_positions_per_second": 76479.8037306057,
+      "required_pages_per_second_upper_estimate": 0.005291050279676842
     },
     {
       "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": 9610.44030561461,
-      "required_pages_per_second_upper_estimate": 0.00402369066714617
+      "required_token_positions_per_second": 9559.975466325712,
+      "required_pages_per_second_upper_estimate": 0.004002562092761587
     },
     {
       "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": 19220.88061122922,
-      "required_pages_per_second_upper_estimate": 0.004003202542610539
+      "required_token_positions_per_second": 19119.950932651423,
+      "required_pages_per_second_upper_estimate": 0.003982181552257399
     },
     {
       "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": 28831.320916843826,
-      "required_pages_per_second_upper_estimate": 0.0017283936660867547
+      "required_token_positions_per_second": 28679.926398977135,
+      "required_pages_per_second_upper_estimate": 0.0017193177959066903
     },
     {
       "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": 28831.320916843826,
-      "required_pages_per_second_upper_estimate": 0.0022415083857061776
+      "required_token_positions_per_second": 28679.926398977135,
+      "required_pages_per_second_upper_estimate": 0.002229738127856151
     },
     {
       "source": "cortex",
@@ -92,8 +92,8 @@
       "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": 28831.320916843826,
-      "required_pages_per_second_upper_estimate": 0.3698172280607461
+      "required_token_positions_per_second": 28679.926398977135,
+      "required_pages_per_second_upper_estimate": 0.3678753017403206
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -158,33 +158,27 @@
     "prefetch_batches": 63,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 720750,
-    "producer_batch_seconds": 0.0971129164998672,
-    "producer_p95_seconds": 0.24527019999732147,
-    "gpu_update_seconds": 0.9589571036215512,
-    "producer_batches_per_second": 10.297291400998832,
-    "gpu_batches_per_second": 1.042799512327974,
-    "producer_headroom": 9.874660737048943,
+    "producer_batch_seconds": 0.33688159614058577,
+    "producer_p95_seconds": 0.23325053499866044,
+    "gpu_update_seconds": 0.964019210348673,
+    "producer_batches_per_second": 2.9684019888776736,
+    "gpu_batches_per_second": 1.0373237268148559,
+    "producer_headroom": 2.861596541315285,
     "sustainable": true,
-    "buffer_seconds": 60.414297528157725,
+    "buffer_seconds": 60.7332102519664,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 82,
+    "upload_pages_per_commit": 77,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 337008.2811648794,
-    "upload_bytes_per_second": 1903976.4721492685,
+    "generation_bytes_per_second": 319100.3770606894,
+    "upload_bytes_per_second": 1917020.5118191184,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 72.31413198671137,
+    "estimated_full_shards_per_hour": 68.47151264062416,
     "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": 0.9981318899990583,
-      "bytes": 2367436,
-      "pages": 28,
-      "shards": 2
-    },
     {
       "seconds": 1.1174767350003094,
       "bytes": 6113163,
@@ -562,6 +556,12 @@
       "bytes": 13471794,
       "pages": 42,
       "shards": 4
+    },
+    {
+      "seconds": 1.1652102200023364,
+      "bytes": 5705697,
+      "pages": 29,
+      "shards": 2
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1791083219122319327-61ae60ac/train.jsonl

@@ -193,3 +193,4 @@
 {"step": 664300, "loss": 0.5534589290618896, "lr": 0.0001, "grad_norm": 0.1947474065961574, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 97236417590, "tokens_per_second": 141860.8271409519, "data_wait_s": 1.4650999219156802e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 664400, "loss": 0.5364418625831604, "lr": 0.0001, "grad_norm": 0.1788650947893196, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 97251111143, "tokens_per_second": 153055.23395418428, "data_wait_s": 9.680003131506965e-06, "gpu_peak_gb": 89.37899398803711}
 {"step": 664500, "loss": 0.5686577558517456, "lr": 0.0001, "grad_norm": 0.19050801079009147, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 97265774477, "tokens_per_second": 152066.24231930618, "data_wait_s": 9.14699921850115e-06, "gpu_peak_gb": 89.37899398803711}
+{"step": 664600, "loss": 0.5870509743690491, "lr": 0.0001, "grad_norm": 0.19711691401713738, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 97280553407, "tokens_per_second": 153991.92719648144, "data_wait_s": 9.594001312507316e-06, "gpu_peak_gb": 89.37899398803711}

runs/void-byte-v1/events.out.tfevents.1791083219.1a73f132-ede3-4b51-9e4f-0cafff989449-8p4r7.435.0.1791083219122319327-61ae60ac

@@ -1,3 +1,3 @@
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-size 415524
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+size 417642