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": 74901.66598959766,
-      "required_pages_per_second_upper_estimate": 0.006492286571441444
+      "required_token_positions_per_second": 76011.7866135899,
+      "required_pages_per_second_upper_estimate": 0.006588509013554093
     },
     {
       "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": 9362.708248699708,
-      "required_pages_per_second_upper_estimate": 0.0037349243053692786
+      "required_token_positions_per_second": 9501.473326698737,
+      "required_pages_per_second_upper_estimate": 0.0037902797697058946
     },
     {
       "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": 18725.416497399416,
-      "required_pages_per_second_upper_estimate": 0.004331795550598738
+      "required_token_positions_per_second": 19002.946653397474,
+      "required_pages_per_second_upper_estimate": 0.004395997267824965
     },
     {
       "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": 28088.12474609912,
-      "required_pages_per_second_upper_estimate": 0.0017104194300360156
+      "required_token_positions_per_second": 28504.41998009621,
+      "required_pages_per_second_upper_estimate": 0.0017357696256541442
     },
     {
       "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": 28088.12474609912,
-      "required_pages_per_second_upper_estimate": 0.002162301595860415
+      "required_token_positions_per_second": 28504.41998009621,
+      "required_pages_per_second_upper_estimate": 0.002194349155352474
     },
     {
       "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": 28088.12474609912,
-      "required_pages_per_second_upper_estimate": 0.3487605044401843
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28504.41998009621,
+      "required_pages_per_second_upper_estimate": 0.3539294979959051
     }
   ],
   "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": 0.1434574083060457,
   "selected": {
-    "prefetch_batches": 61,
+    "prefetch_batches": 62,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.08860550282795998,
-    "producer_p95_seconds": 0.28856042999905185,
-    "gpu_update_seconds": 0.9843305756408588,
-    "producer_batches_per_second": 11.285980758346808,
-    "gpu_batches_per_second": 1.0159188637912009,
-    "producer_headroom": 11.10913593653517,
+    "producer_batch_seconds": 0.09827955652329479,
+    "producer_p95_seconds": 0.2945691449967853,
+    "gpu_update_seconds": 0.9699548357519914,
+    "producer_batches_per_second": 10.175056088729646,
+    "gpu_batches_per_second": 1.0309758384004706,
+    "producer_headroom": 9.869344857311063,
     "sustainable": true,
-    "buffer_seconds": 60.04416511409239,
+    "buffer_seconds": 60.137199816623465,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 82,
+    "upload_pages_per_commit": 81,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 427575.96716757165,
-    "upload_bytes_per_second": 6497487.048633487,
+    "generation_bytes_per_second": 427985.9887858825,
+    "upload_bytes_per_second": 6449756.368457114,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 91.7478490950619,
+    "estimated_full_shards_per_hour": 91.83583018953662,
     "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": 1.0252480340004695,
-      "bytes": 7371694,
-      "pages": 29,
-      "shards": 3
-    },
     {
       "seconds": 1.1864866850010003,
       "bytes": 11535625,
@@ -562,6 +556,12 @@
       "bytes": 5909692,
       "pages": 30,
       "shards": 2
+    },
+    {
+      "seconds": 0.7540812590013957,
+      "bytes": 2508470,
+      "pages": 31,
+      "shards": 2
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790434090210070261-a05fc3fb/train.jsonl

@@ -208,3 +208,4 @@
 {"step": 60800, "loss": 0.6119226086884737, "lr": 0.0003, "grad_norm": 0.13236256579612282, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 8898722185, "tokens_per_second": 149523.22127715946, "data_wait_s": 7.384998752968386e-06, "gpu_peak_gb": 85.46427917480469}
 {"step": 60900, "loss": 0.5926342438906431, "lr": 0.0003, "grad_norm": 0.1305635818069234, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 8913392632, "tokens_per_second": 149943.4503468802, "data_wait_s": 8.844999683788046e-06, "gpu_peak_gb": 85.46427917480469}
 {"step": 61000, "loss": 0.6203593257814646, "lr": 0.0003, "grad_norm": 0.12988660709056526, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 8927876567, "tokens_per_second": 148434.45286251933, "data_wait_s": 1.029099803417921e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 61100, "loss": 0.5894524808973074, "lr": 0.0003, "grad_norm": 0.1339999396949194, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 8942332762, "tokens_per_second": 147009.9088900999, "data_wait_s": 8.252001862274483e-06, "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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