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": 75980.60839700211,
-      "required_pages_per_second_upper_estimate": 0.005256514788205391
+      "required_token_positions_per_second": 77009.21589681615,
+      "required_pages_per_second_upper_estimate": 0.005327676241740749
     },
     {
       "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": 9497.576049625264,
-      "required_pages_per_second_upper_estimate": 0.003976436760037105
+      "required_token_positions_per_second": 9626.15198710202,
+      "required_pages_per_second_upper_estimate": 0.0040302688200877295
     },
     {
       "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": 18995.15209925053,
-      "required_pages_per_second_upper_estimate": 0.003956189246426551
+      "required_token_positions_per_second": 19252.30397420404,
+      "required_pages_per_second_upper_estimate": 0.004009747200428385
     },
     {
       "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": 28492.72814887579,
-      "required_pages_per_second_upper_estimate": 0.0017080955466482924
+      "required_token_positions_per_second": 28878.45596130606,
+      "required_pages_per_second_upper_estimate": 0.00173121934003122
     },
     {
       "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": 28492.72814887579,
-      "required_pages_per_second_upper_estimate": 0.002215184287308854
+      "required_token_positions_per_second": 28878.45596130606,
+      "required_pages_per_second_upper_estimate": 0.0022451729280879664
     },
     {
       "source": "cortex",
@@ -91,9 +91,9 @@
       "read_seconds": 0.04061180899998362,
       "tokens_per_second": 910315.184299418,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
-      "estimated_pages_for_buffer": 22,
-      "required_token_positions_per_second": 28492.72814887579,
-      "required_pages_per_second_upper_estimate": 0.3654741235858415
+      "estimated_pages_for_buffer": 23,
+      "required_token_positions_per_second": 28878.45596130606,
+      "required_pages_per_second_upper_estimate": 0.37042182580143995
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -155,36 +155,30 @@
   "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": 2.558590814491007,
   "selected": {
-    "prefetch_batches": 62,
+    "prefetch_batches": 63,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 720750,
-    "producer_batch_seconds": 0.23307675319540522,
-    "producer_p95_seconds": 0.2512632610014407,
-    "gpu_update_seconds": 0.9703528512797354,
-    "producer_batches_per_second": 4.29043217004841,
-    "gpu_batches_per_second": 1.0305529567735747,
-    "producer_headroom": 4.163233089428776,
+    "producer_batch_seconds": 0.18175228437485202,
+    "producer_p95_seconds": 0.23323593199893367,
+    "gpu_update_seconds": 0.9573919061685731,
+    "producer_batches_per_second": 5.501994120401625,
+    "gpu_batches_per_second": 1.0445043388782573,
+    "producer_headroom": 5.267564638659594,
     "sustainable": true,
-    "buffer_seconds": 60.161876779343594,
+    "buffer_seconds": 60.3156900886201,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
     "upload_pages_per_commit": 79,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 415907.04725756036,
-    "upload_bytes_per_second": 3428564.930559644,
+    "generation_bytes_per_second": 415396.42990801163,
+    "upload_bytes_per_second": 3472411.9405258656,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 89.24397052092655,
+    "estimated_full_shards_per_hour": 89.13440392427694,
     "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": [
-    {
-      "seconds": 1.747680902999491,
-      "bytes": 7697898,
-      "pages": 38,
-      "shards": 3
-    },
     {
       "seconds": 0.9798488249998627,
       "bytes": 6153509,
@@ -562,6 +556,12 @@
       "bytes": 2560030,
       "pages": 36,
       "shards": 2
+    },
+    {
+      "seconds": 1.3531785280028998,
+      "bytes": 11787584,
+      "pages": 32,
+      "shards": 4
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1791342976705245012-6808dd50/train.jsonl

@@ -168,3 +168,4 @@
 {"step": 859300, "loss": 0.5622125864028931, "lr": 3e-05, "grad_norm": 0.3176077509608985, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 125777440206, "tokens_per_second": 152282.01830021347, "data_wait_s": 1.2996999430470169e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 859400, "loss": 0.521033763885498, "lr": 3e-05, "grad_norm": 0.29053072749407305, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 125792029739, "tokens_per_second": 149965.38916220784, "data_wait_s": 1.9274997612228617e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 859500, "loss": 0.4725848436355591, "lr": 3e-05, "grad_norm": 0.2987977973834179, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 125806659355, "tokens_per_second": 152020.10628561885, "data_wait_s": 1.4536999515257776e-05, "gpu_peak_gb": 89.37899398803711}
+{"step": 859600, "loss": 0.5072723031044006, "lr": 3e-05, "grad_norm": 0.31691155680379657, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 125821320317, "tokens_per_second": 152146.5098200464, "data_wait_s": 1.4429999282583594e-05, "gpu_peak_gb": 89.37899398803711}

runs/void-byte-v1/events.out.tfevents.1791342976.f74d737f-395e-43a1-ae69-439b0359d002-2qp5c.418.0.1791342976705245012-6808dd50

@@ -1,3 +1,3 @@
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