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": 75837.8897017373,
-      "required_pages_per_second_upper_estimate": 0.0052466411777139736
+      "required_token_positions_per_second": 76286.95893242754,
+      "required_pages_per_second_upper_estimate": 0.005277708829077298
     },
     {
       "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": 9479.736212717162,
-      "required_pages_per_second_upper_estimate": 0.00396896759286184
+      "required_token_positions_per_second": 9535.869866553443,
+      "required_pages_per_second_upper_estimate": 0.003992469581519103
     },
     {
       "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": 18959.472425434324,
-      "required_pages_per_second_upper_estimate": 0.003948758111306909
+      "required_token_positions_per_second": 19071.739733106886,
+      "required_pages_per_second_upper_estimate": 0.003972140430807103
     },
     {
       "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": 28439.208638151486,
-      "required_pages_per_second_upper_estimate": 0.0017048871336999313
+      "required_token_positions_per_second": 28607.60959966033,
+      "required_pages_per_second_upper_estimate": 0.0017149825142090068
     },
     {
       "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": 28439.208638151486,
-      "required_pages_per_second_upper_estimate": 0.0022110233807574884
+      "required_token_positions_per_second": 28607.60959966033,
+      "required_pages_per_second_upper_estimate": 0.0022241158147972527
     },
     {
       "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": 28439.208638151486,
-      "required_pages_per_second_upper_estimate": 0.36478763276704357
+      "estimated_pages_for_buffer": 23,
+      "required_token_positions_per_second": 28607.60959966033,
+      "required_pages_per_second_upper_estimate": 0.3669476994864141
     }
   ],
   "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": 704566,
-    "producer_batch_seconds": 0.07977258239066032,
-    "producer_p95_seconds": 0.19047570300062944,
-    "gpu_update_seconds": 0.9721789502577765,
-    "producer_batches_per_second": 12.535635302651038,
-    "gpu_batches_per_second": 1.0286172105812892,
-    "producer_headroom": 12.18688076934561,
+    "producer_batch_seconds": 0.07464658006253444,
+    "producer_p95_seconds": 0.19409570499919937,
+    "gpu_update_seconds": 0.9664561418066988,
+    "producer_batches_per_second": 13.396461018874003,
+    "gpu_batches_per_second": 1.0347081018395663,
+    "producer_headroom": 12.947092030164807,
     "sustainable": true,
-    "buffer_seconds": 60.27509491598214,
+    "buffer_seconds": 60.88673693382202,
     "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": 242680.9999955438,
+    "generation_bytes_per_second": 343068.0565775419,
     "upload_bytes_per_second": 5918343.718301311,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 52.07369327449546,
+    "estimated_full_shards_per_hour": 73.61441872591679,
     "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-v1/1790914434605211575-090606d4/train.jsonl

@@ -83,3 +83,4 @@
 {"step": 493300, "loss": 0.5364515781402588, "lr": 0.0003, "grad_norm": 0.15361784279527516, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 72202603504, "tokens_per_second": 152124.93001188117, "data_wait_s": 7.603999620187096e-06, "gpu_peak_gb": 89.37899398803711}
 {"step": 493400, "loss": 0.599118709564209, "lr": 0.0003, "grad_norm": 0.15573941228074265, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 72217316920, "tokens_per_second": 154023.2147727918, "data_wait_s": 1.1088000974268652e-05, "gpu_peak_gb": 89.37899398803711}
 {"step": 493500, "loss": 0.5740088820457458, "lr": 0.0003, "grad_norm": 0.15058203666860437, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 72232061963, "tokens_per_second": 153394.80132307735, "data_wait_s": 1.3472999853547662e-05, "gpu_peak_gb": 89.37899398803711}
+{"step": 493600, "loss": 0.5430557131767273, "lr": 0.0003, "grad_norm": 0.15844527716267476, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 90, "input_bytes_and_specials": 72246786544, "tokens_per_second": 153937.86656768378, "data_wait_s": 1.688900010776706e-05, "gpu_peak_gb": 89.37899398803711}

runs/void-byte-v1/events.out.tfevents.1790914434.4dec8a9d-3312-413a-9119-9058bec1adb7-bx5st.8214.0.1790914434605211575-090606d4

@@ -1,3 +1,3 @@
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+oid sha256:db97e7b84ef0ebff51aafd463d936bda01f43d9465c270dd435c9e3511a6c069
+size 183096