Update TensorBoard training metrics

benchmark_cache/shard_scheduler.json

@@ -22,8 +22,8 @@
       "tokens_per_second": 1062967.6168812835,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 75473.29805233276,
-      "required_pages_per_second_upper_estimate": 0.006541834189851105
+      "required_token_positions_per_second": 75130.72775948797,
+      "required_pages_per_second_upper_estimate": 0.006512141065103789
     },
     {
       "source": "rewrite6",
@@ -36,8 +36,8 @@
       "tokens_per_second": 1206672.263377472,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 9434.162256541595,
-      "required_pages_per_second_upper_estimate": 0.0037634283774300283
+      "required_token_positions_per_second": 9391.340969935996,
+      "required_pages_per_second_upper_estimate": 0.003746346325967766
     },
     {
       "source": "openmath",
@@ -50,8 +50,8 @@
       "tokens_per_second": 410042.7581134458,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 18868.32451308319,
-      "required_pages_per_second_upper_estimate": 0.004364854804932004
+      "required_token_positions_per_second": 18782.681939871993,
+      "required_pages_per_second_upper_estimate": 0.004345042902877403
     },
     {
       "source": "ultra_qa",
@@ -64,8 +64,8 @@
       "tokens_per_second": 2163486.5624068812,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 28302.486769624782,
-      "required_pages_per_second_upper_estimate": 0.0017234729525981102
+      "required_token_positions_per_second": 28174.022909807987,
+      "required_pages_per_second_upper_estimate": 0.0017156501775330505
     },
     {
       "source": "ultra_style",
@@ -78,8 +78,8 @@
       "tokens_per_second": 1546694.2737633225,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 28302.486769624782,
-      "required_pages_per_second_upper_estimate": 0.00217880377782348
+      "required_token_positions_per_second": 28174.022909807987,
+      "required_pages_per_second_upper_estimate": 0.002168914274284059
     },
     {
       "source": "cortex",
@@ -92,8 +92,8 @@
       "tokens_per_second": 1015177.8395898147,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 22,
-      "required_token_positions_per_second": 28302.486769624782,
-      "required_pages_per_second_upper_estimate": 0.35142216334883075
+      "required_token_positions_per_second": 28174.022909807987,
+      "required_pages_per_second_upper_estimate": 0.3498270721507877
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -158,24 +158,24 @@
     "prefetch_batches": 62,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 690670,
-    "producer_batch_seconds": 0.07409421773441238,
-    "producer_p95_seconds": 0.18688554300024407,
-    "gpu_update_seconds": 0.976875291031769,
-    "producer_batches_per_second": 13.49632981597104,
-    "gpu_batches_per_second": 1.0236721198504335,
-    "producer_headroom": 13.18423111683745,
+    "producer_batch_seconds": 0.6583513946171777,
+    "producer_p95_seconds": 0.20403043700025592,
+    "gpu_update_seconds": 0.981329506563833,
+    "producer_batches_per_second": 1.518945669708023,
+    "gpu_batches_per_second": 1.0190257128836802,
+    "producer_headroom": 1.4905862045518452,
     "sustainable": true,
-    "buffer_seconds": 60.56626804396968,
+    "buffer_seconds": 60.84242940695765,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 87,
+    "upload_pages_per_commit": 78,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 365876.73684261204,
+    "generation_bytes_per_second": 313491.0801867345,
     "upload_bytes_per_second": 3460439.2296192227,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 78.50863055189868,
+    "estimated_full_shards_per_hour": 67.26788810922172,
     "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-v1/1790651964532391049-1e9227c4/train.jsonl

@@ -66,3 +66,4 @@
 {"step": 243700, "loss": 0.6125733498483896, "lr": 0.0003, "grad_norm": 0.1604887896686748, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 35670226012, "tokens_per_second": 150125.01255507447, "data_wait_s": 1.1823000022559427e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 243800, "loss": 0.6316460017114878, "lr": 0.0003, "grad_norm": 0.17855176982115806, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 35685005397, "tokens_per_second": 150819.9502725219, "data_wait_s": 1.1596000149438623e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 243900, "loss": 0.5827499339357018, "lr": 0.0003, "grad_norm": 0.14167478314197127, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 35699753913, "tokens_per_second": 150785.18489698856, "data_wait_s": 8.988999979919754e-06, "gpu_peak_gb": 85.46427917480469}
+{"step": 244000, "loss": 0.5755242705345154, "lr": 0.0003, "grad_norm": 0.15427059476403895, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 35714566996, "tokens_per_second": 136484.57407254176, "data_wait_s": 1.560100008646259e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790651964.96f3217e-af24-484e-a73b-abea9eb37bd2-c4mbg.442.0.1790651964532391049-1e9227c4

@@ -1,3 +1,3 @@
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-size 144972
+oid sha256:91219b9b896b660e0a0682371a68347326154a56c4d7842487d244931f04e899
+size 147090