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": 74055.77645277412,
-      "required_pages_per_second_upper_estimate": 0.006418967010277011
+      "required_token_positions_per_second": 74740.50593037935,
+      "required_pages_per_second_upper_estimate": 0.006478317625964837
     },
     {
       "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": 9256.972056596765,
-      "required_pages_per_second_upper_estimate": 0.003692744557442463
+      "required_token_positions_per_second": 9342.56324129742,
+      "required_pages_per_second_upper_estimate": 0.003726888160721804
     },
     {
       "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": 18513.94411319353,
-      "required_pages_per_second_upper_estimate": 0.004282875136299554
+      "required_token_positions_per_second": 18685.12648259484,
+      "required_pages_per_second_upper_estimate": 0.004322475164753742
     },
     {
       "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": 27770.9161697903,
-      "required_pages_per_second_upper_estimate": 0.0016911030920035873
+      "required_token_positions_per_second": 28027.68972389226,
+      "required_pages_per_second_upper_estimate": 0.0017067392542616743
     },
     {
       "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": 27770.9161697903,
-      "required_pages_per_second_upper_estimate": 0.0021378820015666225
+      "required_token_positions_per_second": 28027.68972389226,
+      "required_pages_per_second_upper_estimate": 0.002157649140556082
     },
     {
       "source": "cortex",
@@ -92,8 +92,8 @@
       "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": 27770.9161697903,
-      "required_pages_per_second_upper_estimate": 0.344821835551241
+      "required_token_positions_per_second": 28027.68972389226,
+      "required_pages_per_second_upper_estimate": 0.3480101037273832
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -158,24 +158,24 @@
     "prefetch_batches": 61,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.25126442283590933,
-    "producer_p95_seconds": 0.16903670000010607,
-    "gpu_update_seconds": 0.9955739245677458,
-    "producer_batches_per_second": 3.9798710406887157,
-    "gpu_batches_per_second": 1.0044457526689199,
-    "producer_headroom": 3.9622558312519836,
+    "producer_batch_seconds": 0.22550819391401689,
+    "producer_p95_seconds": 0.17854555000030814,
+    "gpu_update_seconds": 0.9864530495509021,
+    "producer_batches_per_second": 4.434428668171969,
+    "gpu_batches_per_second": 1.013732990592168,
+    "producer_headroom": 4.374355682734184,
     "sustainable": true,
-    "buffer_seconds": 60.7300093986325,
+    "buffer_seconds": 60.173636022605024,
     "buffer_drain_seconds": null,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 83,
+    "upload_pages_per_commit": 79,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 520741.6885576611,
-    "upload_bytes_per_second": 5770741.384851264,
+    "generation_bytes_per_second": 540965.9654867498,
+    "upload_bytes_per_second": 5779278.188101049,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 111.73904411837935,
+    "estimated_full_shards_per_hour": 116.0787031502902,
     "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": [
@@ -394,6 +394,12 @@
       "bytes": 7496442,
       "pages": 37,
       "shards": 3
+    },
+    {
+      "seconds": 0.9421912670004531,
+      "bytes": 5765948,
+      "pages": 31,
+      "shards": 2
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790476562033999719-ba4f58e1/train.jsonl

@@ -40,3 +40,4 @@
 {"step": 85900, "loss": 0.6246379911899567, "lr": 0.0003, "grad_norm": 0.13538628748801487, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 12571121491, "tokens_per_second": 147658.76700833597, "data_wait_s": 8.027000149013475e-06, "gpu_peak_gb": 85.46427917480469}
 {"step": 86000, "loss": 0.5379970334470272, "lr": 0.0003, "grad_norm": 0.13144490846414586, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 12585673405, "tokens_per_second": 148034.74707902598, "data_wait_s": 1.1390000508981757e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 86100, "loss": 0.6486443988978863, "lr": 0.0003, "grad_norm": 0.1270118650594306, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 12600191174, "tokens_per_second": 146601.8340052045, "data_wait_s": 1.3423000382317696e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 86200, "loss": 0.6315164659172297, "lr": 0.0003, "grad_norm": 0.1346323412636943, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 12614745751, "tokens_per_second": 147905.91825621613, "data_wait_s": 1.155600057245465e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790476562.0b09bbb2-f535-42d2-bd00-cbae7fb94f51-r2qrq.417.0.1790476562033999719-ba4f58e1

@@ -1,3 +1,3 @@
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+size 92022