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": 74388.34369265652,
-      "required_pages_per_second_upper_estimate": 0.006447793095746054
+      "required_token_positions_per_second": 75113.4247020242,
+      "required_pages_per_second_upper_estimate": 0.006510641279937028
     },
     {
       "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": 9298.542961582065,
-      "required_pages_per_second_upper_estimate": 0.0037093278129815164
+      "required_token_positions_per_second": 9389.178087753025,
+      "required_pages_per_second_upper_estimate": 0.0037454835199270085
     },
     {
       "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": 18597.08592316413,
-      "required_pages_per_second_upper_estimate": 0.004302108530790372
+      "required_token_positions_per_second": 18778.35617550605,
+      "required_pages_per_second_upper_estimate": 0.004344042213422195
     },
     {
       "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": 27895.628884746195,
-      "required_pages_per_second_upper_estimate": 0.001698697442027354
+      "required_token_positions_per_second": 28167.534263259076,
+      "required_pages_per_second_upper_estimate": 0.0017152550530015191
     },
     {
       "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": 27895.628884746195,
-      "required_pages_per_second_upper_estimate": 0.002147482731590818
+      "required_token_positions_per_second": 28167.534263259076,
+      "required_pages_per_second_upper_estimate": 0.002168414760311001
     },
     {
       "source": "cortex",
@@ -91,9 +91,9 @@
       "read_seconds": 0.042780299000014566,
       "tokens_per_second": 1015177.8395898147,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
-      "estimated_pages_for_buffer": 21,
-      "required_token_positions_per_second": 27895.628884746195,
-      "required_pages_per_second_upper_estimate": 0.346370350084386
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28167.534263259076,
+      "required_pages_per_second_upper_estimate": 0.34974650487675324
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -155,27 +155,27 @@
   "shard_benchmark_scope": "Local packing/read measurements; upload capacity measured only on real data commits. Targets larger than available pages are sample-limited.",
   "estimated_fresh_generation_batch_seconds": 0.1434574083060457,
   "selected": {
-    "prefetch_batches": 61,
+    "prefetch_batches": 62,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.34071526806246766,
+    "producer_batch_seconds": 0.09659178690624515,
     "producer_p95_seconds": 0.1939346020008088,
-    "gpu_update_seconds": 0.9911230219698828,
-    "producer_batches_per_second": 2.93500201997598,
-    "gpu_batches_per_second": 1.008956484546665,
-    "producer_headroom": 2.908948071526303,
+    "gpu_update_seconds": 0.9815555647007149,
+    "producer_batches_per_second": 10.35284709010125,
+    "gpu_batches_per_second": 1.0187910251468126,
+    "producer_headroom": 10.161894671784484,
     "sustainable": true,
-    "buffer_seconds": 60.45850434016285,
+    "buffer_seconds": 60.85644501144432,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 83,
+    "upload_pages_per_commit": 82,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 347259.9973041408,
+    "generation_bytes_per_second": 348193.7096571052,
     "upload_bytes_per_second": 5817932.865560684,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 74.5139116224591,
+    "estimated_full_shards_per_hour": 74.71426455769412,
     "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-v1/1790434090210070261-a05fc3fb/train.jsonl

@@ -85,3 +85,4 @@
 {"step": 48500, "loss": 0.6089311204850674, "lr": 0.0003, "grad_norm": 0.12629009653325401, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 7097585312, "tokens_per_second": 149600.68584728957, "data_wait_s": 1.1580999853322282e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 48600, "loss": 0.6288862973451614, "lr": 0.0003, "grad_norm": 0.13536074438067727, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 7112279934, "tokens_per_second": 150000.63836483276, "data_wait_s": 9.921999662765302e-06, "gpu_peak_gb": 85.46427917480469}
 {"step": 48700, "loss": 0.6577148996293545, "lr": 0.0003, "grad_norm": 0.13764597902065967, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 7126931924, "tokens_per_second": 149801.73241544084, "data_wait_s": 1.3361001037992537e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 48800, "loss": 0.5843997523188591, "lr": 0.0003, "grad_norm": 0.12371321141977733, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 7141618043, "tokens_per_second": 150900.76054005697, "data_wait_s": 1.0022999049397185e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790434090.372bd512-57cc-4928-b44a-3b375a0fa071-5spg5.451.0.1790434090210070261-a05fc3fb

@@ -1,3 +1,3 @@
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+oid sha256:c3daa42654a538c29e5358c34f5658fa87123dfde6870c2a188d68f3b0b4db84
+size 187332