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": 75419.06243140057,
-      "required_pages_per_second_upper_estimate": 0.006537133183687627
+      "required_token_positions_per_second": 75257.34067314262,
+      "required_pages_per_second_upper_estimate": 0.006523115551561878
     },
     {
       "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": 9427.382803925071,
-      "required_pages_per_second_upper_estimate": 0.0037607239524194477
+      "required_token_positions_per_second": 9407.167584142828,
+      "required_pages_per_second_upper_estimate": 0.0037526597990038407
     },
     {
       "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": 18854.765607850142,
-      "required_pages_per_second_upper_estimate": 0.0043617181908349205
+      "required_token_positions_per_second": 18814.335168285656,
+      "required_pages_per_second_upper_estimate": 0.00435236532019311
     },
     {
       "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": 28282.14841177521,
-      "required_pages_per_second_upper_estimate": 0.0017222344533121881
+      "required_token_positions_per_second": 28221.50275242848,
+      "required_pages_per_second_upper_estimate": 0.0017185414508411564
     },
     {
       "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": 28282.14841177521,
-      "required_pages_per_second_upper_estimate": 0.002177238074736042
+      "required_token_positions_per_second": 28221.50275242848,
+      "required_pages_per_second_upper_estimate": 0.0021725694040016013
     },
     {
       "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": 28282.14841177521,
-      "required_pages_per_second_upper_estimate": 0.35116962901244414
+      "required_token_positions_per_second": 28221.50275242848,
+      "required_pages_per_second_upper_estimate": 0.35041661289132303
     }
   ],
   "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": 0.049299361179667045,
-    "producer_p95_seconds": 0.16747984799985716,
-    "gpu_update_seconds": 0.9775777850203492,
-    "producer_batches_per_second": 20.284238498661086,
-    "gpu_batches_per_second": 1.0229365021620085,
-    "producer_headroom": 19.829420942345596,
+    "producer_batch_seconds": 0.0883856346953209,
+    "producer_p95_seconds": 0.16978749400004745,
+    "gpu_update_seconds": 0.9796785182752491,
+    "producer_batches_per_second": 11.314055767627355,
+    "gpu_batches_per_second": 1.0207430104321644,
+    "producer_headroom": 11.084137390112705,
     "sustainable": true,
-    "buffer_seconds": 60.609822671261654,
+    "buffer_seconds": 60.74006813306544,
     "buffer_drain_seconds": null,
-    "shard_target_mib": 32,
-    "upload_pages_per_commit": 159,
+    "shard_target_mib": 16,
+    "upload_pages_per_commit": 83,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 564038.7175145241,
-    "upload_bytes_per_second": 4633760.506625408,
+    "generation_bytes_per_second": 546170.5043751867,
+    "upload_bytes_per_second": 4665331.077345136,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 60.5147893146362,
+    "estimated_full_shards_per_hour": 117.19547604028418,
     "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": [
@@ -304,6 +304,12 @@
       "bytes": 9437094,
       "pages": 34,
       "shards": 3
+    },
+    {
+      "seconds": 1.1101808009998422,
+      "bytes": 6059135,
+      "pages": 35,
+      "shards": 2
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790651964532391049-1e9227c4/train.jsonl

@@ -24,3 +24,4 @@
 {"step": 239500, "loss": 0.6293351035565138, "lr": 0.0003, "grad_norm": 0.14969589073221598, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 35055559803, "tokens_per_second": 150727.93092820636, "data_wait_s": 1.1714999800460646e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 239600, "loss": 0.54215855197981, "lr": 0.0003, "grad_norm": 0.16648286641590115, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 35070155866, "tokens_per_second": 147424.67963321402, "data_wait_s": 1.2212000001454726e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 239700, "loss": 0.6767937075346708, "lr": 0.0003, "grad_norm": 0.14570195230763597, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 35084637670, "tokens_per_second": 147028.0926855148, "data_wait_s": 1.6646999938529916e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 239800, "loss": 0.6235589403659105, "lr": 0.0003, "grad_norm": 0.15547576243761393, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 35099075885, "tokens_per_second": 146513.72239722084, "data_wait_s": 1.4210999779606936e-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 57351