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": 74683.07023939404,
-      "required_pages_per_second_upper_estimate": 0.005166748087758745
+      "required_token_positions_per_second": 76440.15334488898,
+      "required_pages_per_second_upper_estimate": 0.00528830717399139
     },
     {
       "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": 9335.383779924256,
-      "required_pages_per_second_upper_estimate": 0.003908530243673028
+      "required_token_positions_per_second": 9555.019168111123,
+      "required_pages_per_second_upper_estimate": 0.004000486994198415
     },
     {
       "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": 18670.76755984851,
-      "required_pages_per_second_upper_estimate": 0.0038886285014646865
+      "required_token_positions_per_second": 19110.038336222246,
+      "required_pages_per_second_upper_estimate": 0.003980117019833949
     },
     {
       "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": 28006.151339772765,
-      "required_pages_per_second_upper_estimate": 0.0016789260099023347
+      "required_token_positions_per_second": 28665.057504333367,
+      "required_pages_per_second_upper_estimate": 0.001718426428376284
     },
     {
       "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": 28006.151339772765,
-      "required_pages_per_second_upper_estimate": 0.002177355080626291
+      "required_token_positions_per_second": 28665.057504333367,
+      "required_pages_per_second_upper_estimate": 0.002228582136698953
     },
     {
       "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": 28006.151339772765,
-      "required_pages_per_second_upper_estimate": 0.35923283872414113
+      "estimated_pages_for_buffer": 23,
+      "required_token_positions_per_second": 28665.057504333367,
+      "required_pages_per_second_upper_estimate": 0.36768457952480554
     }
   ],
   "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": 2.558590814491007,
   "selected": {
-    "prefetch_batches": 61,
+    "prefetch_batches": 63,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 720750,
-    "producer_batch_seconds": 0.12978491328152586,
-    "producer_p95_seconds": 0.2842137979969266,
-    "gpu_update_seconds": 0.9872116901952129,
-    "producer_batches_per_second": 7.705055808997056,
-    "gpu_batches_per_second": 1.012953969175809,
-    "producer_headroom": 7.6065211682484275,
+    "producer_batch_seconds": 0.27396246260929047,
+    "producer_p95_seconds": 0.29269304699846543,
+    "gpu_update_seconds": 0.9645192581881402,
+    "producer_batches_per_second": 3.6501350968878628,
+    "gpu_batches_per_second": 1.0367859340398353,
+    "producer_headroom": 3.5206255959367767,
     "sustainable": true,
-    "buffer_seconds": 60.21991310190799,
+    "buffer_seconds": 60.76471326585283,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 85,
+    "upload_pages_per_commit": 81,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 504221.6388882965,
+    "generation_bytes_per_second": 470219.72307459504,
     "upload_bytes_per_second": 5098303.9466723045,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 108.19422602640792,
+    "estimated_full_shards_per_hour": 100.89820641687764,
     "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-v1/1791209746770022608-f3fe5fb7/train.jsonl

@@ -338,3 +338,4 @@
 {"step": 753800, "loss": 0.5201202034950256, "lr": 5e-05, "grad_norm": 0.24850761298632812, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 110335383790, "tokens_per_second": 151472.20133507627, "data_wait_s": 1.4154000382404774e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 753900, "loss": 0.53907310962677, "lr": 5e-05, "grad_norm": 0.24213909450658427, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 110349989328, "tokens_per_second": 150317.22320431276, "data_wait_s": 1.3217999367043376e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 754000, "loss": 0.563613772392273, "lr": 5e-05, "grad_norm": 0.2313926614011883, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 110364629186, "tokens_per_second": 151548.63714057222, "data_wait_s": 1.344000338576734e-05, "gpu_peak_gb": 89.37899398803711}
+{"step": 754100, "loss": 0.5629440546035767, "lr": 5e-05, "grad_norm": 0.2371682280083104, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 110379439431, "tokens_per_second": 152610.93935221995, "data_wait_s": 1.5237004845403135e-05, "gpu_peak_gb": 89.37899398803711}

runs/void-byte-v1/events.out.tfevents.1791209746.ebd20fd8-0561-42d8-bf2b-56d08e7106ef-6qqk2.329.0.1791209746770022608-f3fe5fb7

@@ -1,3 +1,3 @@
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-size 724983
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+size 727101