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": 76113.72576736918,
-      "required_pages_per_second_upper_estimate": 0.005265724156762238
+      "required_token_positions_per_second": 76930.89631519059,
+      "required_pages_per_second_upper_estimate": 0.005322257911357426
     },
     {
       "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": 9514.215720921147,
-      "required_pages_per_second_upper_estimate": 0.003983403442932842
+      "required_token_positions_per_second": 9616.362039398824,
+      "required_pages_per_second_upper_estimate": 0.004026169973421757
     },
     {
       "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": 19028.431441842295,
-      "required_pages_per_second_upper_estimate": 0.0039631204558531336
+      "required_token_positions_per_second": 19232.724078797648,
+      "required_pages_per_second_upper_estimate": 0.004005669224571799
     },
     {
       "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": 28542.647162763446,
-      "required_pages_per_second_upper_estimate": 0.0017110881153089364
+      "required_token_positions_per_second": 28849.086118196472,
+      "required_pages_per_second_upper_estimate": 0.001729458662781954
     },
     {
       "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": 28542.647162763446,
-      "required_pages_per_second_upper_estimate": 0.002219065271068082
+      "required_token_positions_per_second": 28849.086118196472,
+      "required_pages_per_second_upper_estimate": 0.0022428895519704833
     },
     {
       "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": 28542.647162763446,
-      "required_pages_per_second_upper_estimate": 0.3661144310971312
+      "estimated_pages_for_buffer": 23,
+      "required_token_positions_per_second": 28849.086118196472,
+      "required_pages_per_second_upper_estimate": 0.37004510098891075
     }
   ],
   "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": 62,
+    "prefetch_batches": 63,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 720750,
-    "producer_batch_seconds": 0.16585790927354083,
-    "producer_p95_seconds": 0.28256902800058015,
-    "gpu_update_seconds": 0.9686557747197816,
-    "producer_batches_per_second": 6.029257238198704,
-    "gpu_batches_per_second": 1.032358476662451,
-    "producer_headroom": 5.840274841052216,
+    "producer_batch_seconds": 0.09848728552336183,
+    "producer_p95_seconds": 0.28347011000005296,
+    "gpu_update_seconds": 0.9583665800269877,
+    "producer_batches_per_second": 10.15359489995075,
+    "gpu_batches_per_second": 1.0434420615667126,
+    "producer_headroom": 9.730866019245264,
     "sustainable": true,
-    "buffer_seconds": 60.05665803262646,
+    "buffer_seconds": 60.377094541700224,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 78,
+    "upload_pages_per_commit": 80,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 348566.3729340949,
+    "generation_bytes_per_second": 422925.4836099955,
     "upload_bytes_per_second": 4672302.402095558,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 74.79422942177902,
+    "estimated_full_shards_per_hour": 90.74996358132266,
     "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-v1/1791399463488568880-054ba646/train.jsonl

@@ -314,3 +314,4 @@
 {"step": 916400, "loss": 0.4829779863357544, "lr": 3e-05, "grad_norm": 0.3434535310162133, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 134134215349, "tokens_per_second": 151671.77610025872, "data_wait_s": 1.4926001313142478e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 916500, "loss": 0.5014942288398743, "lr": 3e-05, "grad_norm": 0.3275443557246973, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 134148926944, "tokens_per_second": 153661.86036729874, "data_wait_s": 1.1418000212870538e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 916600, "loss": 0.520254373550415, "lr": 3e-05, "grad_norm": 0.3151773875789409, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 134163827405, "tokens_per_second": 155649.0062536393, "data_wait_s": 1.5124001947697252e-05, "gpu_peak_gb": 89.37899398803711}
+{"step": 916700, "loss": 0.5406615138053894, "lr": 3e-05, "grad_norm": 0.3208103976323103, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 134178599235, "tokens_per_second": 153731.71901362273, "data_wait_s": 1.50500018207822e-05, "gpu_peak_gb": 89.37899398803711}

runs/void-byte-v1/events.out.tfevents.1791399463.60f38c85-66c9-4fe6-8e58-7b3a56dc2cee-wtkw8.346.0.1791399463488568880-054ba646

@@ -1,3 +1,3 @@
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-size 674151
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+size 676269