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": 77239.71489432867,
-      "required_pages_per_second_upper_estimate": 0.005343622697220024
+      "required_token_positions_per_second": 77297.22546494602,
+      "required_pages_per_second_upper_estimate": 0.005347601411938241
     },
     {
       "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": 9654.964361791084,
-      "required_pages_per_second_upper_estimate": 0.004042331959699239
+      "required_token_positions_per_second": 9662.153183118253,
+      "required_pages_per_second_upper_estimate": 0.004045341769069265
     },
     {
       "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": 19309.92872358217,
-      "required_pages_per_second_upper_estimate": 0.004021748916057015
+      "required_token_positions_per_second": 19324.306366236506,
+      "required_pages_per_second_upper_estimate": 0.004024743399857979
     },
     {
       "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": 28964.893085373253,
-      "required_pages_per_second_upper_estimate": 0.0017364011136372017
+      "required_token_positions_per_second": 28986.459549354757,
+      "required_pages_per_second_upper_estimate": 0.0017376939902228091
     },
     {
       "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": 28964.893085373253,
-      "required_pages_per_second_upper_estimate": 0.0022518930342874627
+      "required_token_positions_per_second": 28986.459549354757,
+      "required_pages_per_second_upper_estimate": 0.0022535697320011745
     },
     {
       "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": 28964.893085373253,
-      "required_pages_per_second_upper_estimate": 0.3715305484200209
+      "required_token_positions_per_second": 28986.459549354757,
+      "required_pages_per_second_upper_estimate": 0.3718071798637108
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -158,24 +158,24 @@
     "prefetch_batches": 63,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 704566,
-    "producer_batch_seconds": 0.4318656000080523,
-    "producer_p95_seconds": 0.2652624959991954,
-    "gpu_update_seconds": 0.9545348542633406,
-    "producer_batches_per_second": 2.3155352035016326,
-    "gpu_batches_per_second": 1.0476306816179561,
-    "producer_headroom": 2.2102590580160655,
+    "producer_batch_seconds": 0.09351099132808827,
+    "producer_p95_seconds": 0.2705070299998624,
+    "gpu_update_seconds": 0.9538246626127008,
+    "producer_batches_per_second": 10.693930048195586,
+    "gpu_batches_per_second": 1.0484107186543241,
+    "producer_headroom": 10.200134220223978,
     "sustainable": true,
-    "buffer_seconds": 60.135695818590456,
+    "buffer_seconds": 60.09095374460015,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 83,
+    "upload_pages_per_commit": 81,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 324639.36622525955,
+    "generation_bytes_per_second": 337767.12651407986,
     "upload_bytes_per_second": 5746466.857091533,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 69.66005077427235,
+    "estimated_full_shards_per_hour": 72.47696253363415,
     "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-v1/1790989041640695387-36510d53/train.jsonl

@@ -265,3 +265,4 @@
 {"step": 583600, "loss": 0.5512357354164124, "lr": 0.0003, "grad_norm": 0.22134689228099375, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 85422320440, "tokens_per_second": 150647.1422160129, "data_wait_s": 1.1094998626504093e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 583700, "loss": 0.5807870030403137, "lr": 0.0003, "grad_norm": 0.14827346223682342, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 85436819915, "tokens_per_second": 150701.56385398054, "data_wait_s": 6.705999112455174e-06, "gpu_peak_gb": 89.37899398803711}
 {"step": 583800, "loss": 0.5811905860900879, "lr": 0.0003, "grad_norm": 0.14513462240666394, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 85451400080, "tokens_per_second": 133331.34935116593, "data_wait_s": 1.553099718876183e-05, "gpu_peak_gb": 89.37899398803711}
+{"step": 583900, "loss": 0.5762531161308289, "lr": 0.0003, "grad_norm": 0.17968149031744238, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 85465918528, "tokens_per_second": 150670.59452989485, "data_wait_s": 1.4969999028835446e-05, "gpu_peak_gb": 89.37899398803711}

runs/void-byte-v1/events.out.tfevents.1790989041.fb9d4967-10f3-4fa9-9622-1d5a28f8589b-vh8db.427.0.1790989041640695387-36510d53

@@ -1,3 +1,3 @@
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-size 569586
+oid sha256:e56360d632380a99e3681ac7b384c93cbd0774a5bf56774e9256d112c768cfc5
+size 571704