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": 75641.7994566505,
-      "required_pages_per_second_upper_estimate": 0.0065564394645144615
+      "required_token_positions_per_second": 75510.52270869169,
+      "required_pages_per_second_upper_estimate": 0.006545060728719268
     },
     {
       "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": 9455.224932081312,
-      "required_pages_per_second_upper_estimate": 0.003771830593617884
+      "required_token_positions_per_second": 9438.81533858646,
+      "required_pages_per_second_upper_estimate": 0.0037652845614275015
     },
     {
       "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": 18910.449864162623,
-      "required_pages_per_second_upper_estimate": 0.004374599763523374
+      "required_token_positions_per_second": 18877.63067717292,
+      "required_pages_per_second_upper_estimate": 0.0043670076222112695
     },
     {
       "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": 28365.674796243937,
-      "required_pages_per_second_upper_estimate": 0.0017273207718972623
+      "required_token_positions_per_second": 28316.446015759386,
+      "required_pages_per_second_upper_estimate": 0.0017243229974492032
     },
     {
       "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": 28365.674796243937,
-      "required_pages_per_second_upper_estimate": 0.0021836681670282755
+      "required_token_positions_per_second": 28316.446015759386,
+      "required_pages_per_second_upper_estimate": 0.0021798783992325885
     },
     {
       "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": 28365.674796243937,
-      "required_pages_per_second_upper_estimate": 0.35220674716271944
+      "required_token_positions_per_second": 28316.446015759386,
+      "required_pages_per_second_upper_estimate": 0.35159549046723104
     }
   ],
   "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": 688946,
-    "producer_batch_seconds": 0.1585351441327134,
-    "producer_p95_seconds": 0.4597514620036236,
-    "gpu_update_seconds": 0.9746991812675309,
-    "producer_batches_per_second": 6.30774965053097,
-    "gpu_batches_per_second": 1.0259575664150729,
-    "producer_headroom": 6.1481584200130905,
+    "producer_batch_seconds": 0.21555432824243326,
+    "producer_p95_seconds": 0.43756548300007125,
+    "gpu_update_seconds": 0.9763937177925731,
+    "producer_batches_per_second": 4.6392016720504134,
+    "gpu_batches_per_second": 1.0241770115653712,
+    "producer_headroom": 4.529687368162825,
     "sustainable": true,
-    "buffer_seconds": 60.43134923858691,
+    "buffer_seconds": 60.536410503139535,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 78,
+    "upload_pages_per_commit": 79,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 482907.27145831025,
+    "generation_bytes_per_second": 462631.7599567949,
     "upload_bytes_per_second": 4725540.998060371,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 103.62065894901257,
+    "estimated_full_shards_per_hour": 99.27000617053876,
     "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-v1/1790563279934888633-82973089/train.jsonl

@@ -409,3 +409,4 @@
 {"step": 195900, "loss": 0.596268106251955, "lr": 0.0003, "grad_norm": 0.13300833685127866, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 28672190723, "tokens_per_second": 148810.555096693, "data_wait_s": 7.950002327561378e-06, "gpu_peak_gb": 85.46427917480469}
 {"step": 196000, "loss": 0.5848307311534882, "lr": 0.0003, "grad_norm": 0.17119020365577028, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 28686768471, "tokens_per_second": 148656.61338342412, "data_wait_s": 1.133199839387089e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 196100, "loss": 0.5884687602519989, "lr": 0.0003, "grad_norm": 0.13519273574053875, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 28701200508, "tokens_per_second": 146497.09774357386, "data_wait_s": 9.642004442866892e-06, "gpu_peak_gb": 85.46427917480469}
+{"step": 196200, "loss": 0.5501316413283348, "lr": 0.0003, "grad_norm": 0.12685191393783454, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 28715614316, "tokens_per_second": 147621.3208553125, "data_wait_s": 1.270500069949776e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790563279.bdfa290c-aca9-4e96-a5d2-8425921a3278-d85hq.1304.0.1790563279934888633-82973089

@@ -1,3 +1,3 @@
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-size 876927
+oid sha256:dfe1b4b412700dbef7d21b83d4b6c3c96a7ed819a38a0db1ea18b4a254b5d1a7
+size 879045