Update TensorBoard training metrics

benchmark_cache/performance.json

@@ -41,146 +41,146 @@
       "attention_backend": "flash",
       "vram_fraction": 0.98
     },
-    "source": "e6d135a4487a9fd1907e12903cda79e75fd61305fad149fda7ec5281279dc18b",
+    "source": "d52752a64023cf29dc386d43835cf3173c5318ee093c3b375a812733c74023a1",
     "requested_microbatch_ceiling": 90
   },
-  "cache_reused": true,
+  "cache_reused": false,
   "attention": "PyTorch FlashAttention (forced; forward/backward verified)",
   "selected": {
     "microbatch": 90,
     "mode": "compiled",
-    "microbatch_seconds": 0.9418963939999685,
-    "peak_gb": 89.37790203094482,
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+    "peak_gb": 89.3772840499878,
     "fits_budget": true,
-    "estimated_update_seconds": 0.9418963939999685,
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+    "estimated_update_seconds": 0.9299377820000245,
+    "input_tokens_per_second": 198206.80863571487
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   "measurements": [
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       "fits_budget": true,
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       "microbatch": 86,
       "mode": "compiled",
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       "fits_budget": true,
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       "fits_budget": true,
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   "failures": [
@@ -218,6 +218,5 @@
   "selection_policy": "max_batch",
   "budget_gb": 92.52170804977416,
   "reserve_gb": 2.1791439056396484,
-  "note": "Forward/backward throughput; excludes optimizer, data, logging and checkpoint time.",
-  "legacy_seed_verified": false
+  "note": "Forward/backward throughput; excludes optimizer, data, logging and checkpoint time."
 }

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": 76509.59968554687,
-      "required_pages_per_second_upper_estimate": 0.005293111632975813
+      "required_token_positions_per_second": 79282.72345428595,
+      "required_pages_per_second_upper_estimate": 0.005484962769830832
     },
     {
       "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": 9563.699960693359,
-      "required_pages_per_second_upper_estimate": 0.004004121460777034
+      "required_token_positions_per_second": 9910.340431785744,
+      "required_pages_per_second_upper_estimate": 0.004149252587347242
     },
     {
       "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": 19127.399921386717,
-      "required_pages_per_second_upper_estimate": 0.0039837329801679176
+      "required_token_positions_per_second": 19820.680863571488,
+      "required_pages_per_second_upper_estimate": 0.004128125117377078
     },
     {
       "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": 28691.099882080078,
-      "required_pages_per_second_upper_estimate": 0.001719987629157791
+      "required_token_positions_per_second": 29731.02129535723,
+      "required_pages_per_second_upper_estimate": 0.0017823293300156986
     },
     {
       "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": 28691.099882080078,
-      "required_pages_per_second_upper_estimate": 0.002230606817020446
+      "required_token_positions_per_second": 29731.02129535723,
+      "required_pages_per_second_upper_estimate": 0.002311456132771857
     },
     {
       "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": 23,
-      "required_token_positions_per_second": 28691.099882080078,
-      "required_pages_per_second_upper_estimate": 0.3680186231844137
+      "estimated_pages_for_buffer": 24,
+      "required_token_positions_per_second": 29731.02129535723,
+      "required_pages_per_second_upper_estimate": 0.38135761849331373
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -155,187 +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": 2.558590814491007,
   "selected": {
-    "prefetch_batches": 63,
+    "prefetch_batches": 65,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 720750,
-    "producer_batch_seconds": 0.09504132128127196,
-    "producer_p95_seconds": 0.16387522999957582,
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-    "producer_headroom": 10.139208599009073,
-    "sustainable": true,
-    "buffer_seconds": 60.70955826576417,
-    "buffer_drain_seconds": null,
+    "producer_batch_seconds": 1.304301914000007,
+    "producer_p95_seconds": 2.591754088000016,
+    "gpu_update_seconds": 0.9299377820000245,
+    "producer_batches_per_second": 0.7666936537210316,
+    "gpu_batches_per_second": 1.0753407586573074,
+    "producer_headroom": 0.7129773958148309,
+    "sustainable": false,
+    "buffer_seconds": 60.445955830001594,
+    "buffer_drain_seconds": 210.5964998875337,
     "shard_target_mib": 16,
-    "upload_pages_per_commit": 79,
-    "max_pending_pages": 4096,
-    "generation_bytes_per_second": 279098.6073348513,
-    "upload_bytes_per_second": 5870910.389131389,
-    "upload_sustainable": true,
+    "upload_pages_per_commit": 7,
+    "max_pending_pages": 1769,
+    "generation_bytes_per_second": 0,
+    "upload_bytes_per_second": null,
+    "upload_sustainable": null,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 59.88806405100016,
+    "estimated_full_shards_per_hour": 0.0,
     "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": [
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+  "upload_measurements": [],
   "cache_key": {
     "version": 1,
     "kind": "data",
@@ -378,7 +221,7 @@
   },
   "cache_reused": true,
   "resume_probe_seconds": [
-    3.1246708119999766,
-    0.0175833739999689
+    2.591754088000016,
+    0.016849739999997837
   ]
 }

runs/void-byte-v1/events.out.tfevents.1791039222.f2a393d4-e1e4-407b-a6aa-034aa2ada5ac-vwfgg.353.0.1791039222312944374-63c10d34

@@ -0,0 +1,3 @@
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+oid sha256:46edb1e790e35d35a38b1a8f61a7ab82bddc52cd2c76e1fb71e54972c526746d
+size 165