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README.md

@@ -20,10 +20,10 @@ configs:
     data_files:
       - split: summary
         path: trace_replay/summary.parquet
-  - config_name: distributional
+  - config_name: synthetic_distributional
     data_files:
       - split: summary
-        path: distributional/summary.parquet
+        path: synthetic_distributional/summary.parquet
   - config_name: kernels_labeled
     data_files:
       - split: train
@@ -95,7 +95,7 @@ dataset_info:
       - name: summary
         num_examples: 2902
         num_bytes: 640182
-  - config_name: distributional
+  - config_name: synthetic_distributional
     features:
       - name: run_id
         dtype: string
@@ -224,7 +224,7 @@ Replays exact ISL/OSL sequences from recorded agent sessions (SWE-Bench, Termina
 
 17 profiles: `chat-medium`, `chat-multiturn-long`, `chat-multiturn-medium`, `chat-multiturn-short`, `chat-short`, `chat-singleturn`, `coding-singleturn`, `decode-heavy`, `osworld-multiturn-long`, `osworld-multiturn-medium`, `osworld-multiturn-short`, `prefill-heavy`, `random-1k`, `swebench-multiturn-medium`, `swebench-multiturn-short`, `terminalbench-multiturn-medium`, `terminalbench-multiturn-short`
 
-### distributional (245 rows)
+### synthetic_distributional (245 rows)
 
 ISL/OSL sampled from lognormal fits to real workload statistics. 42 combinations, 6 profiles, 7 concurrency levels.
 
@@ -236,16 +236,16 @@ Per-kernel Nsight Compute (ncu) profiles across 4 GPUs (A100, H100, RTX 3090, RT
 
 ### Concurrency filtering
 
-Concurrency is controlled by a fixed-size connection pool. Trace replay uses levels {1, 5, 10, 20, 40, 80}; distributional uses {1, 5, 10, 40, 80, 200, 320}.
+Concurrency is controlled by a fixed-size connection pool. Trace replay uses levels {1, 5, 10, 20, 40, 80}; synthetic_distributional uses {1, 5, 10, 40, 80, 200, 320}.
 
-Early runs used a session-pool size smaller than the declared concurrency (`num_sessions=100` for trace replay, `num_sessions=10` for distributional), capping actual load below the nominal value. Rows where declared concurrency exceeded the session pool were dropped.
+Early runs used a session-pool size smaller than the declared concurrency (`num_sessions=100` for trace replay, `num_sessions=10` for synthetic_distributional), capping actual load below the nominal value. Rows where declared concurrency exceeded the session pool were dropped.
 
 Configurations where fewer than 75% of requests completed successfully are excluded.
 
 | Config | Rows |
 |--------|------|
 | trace_replay | 2,902 |
-| distributional | 245 |
+| synthetic_distributional | 245 |
 | **Total** | **3,147** |
 
 ## Coverage
@@ -315,7 +315,7 @@ Each row in `summary.parquet` (both configs):
 from datasets import load_dataset
 
 ds = load_dataset("agent-perf-bench/AgentPerfBench", "trace_replay")
-# or "distributional", "kernels_labeled"
+# or "synthetic_distributional", "kernels_labeled"
 ```
 
 ## Benchmark methodology

croissant.json

@@ -49,7 +49,7 @@
   },
   "@type": "sc:Dataset",
   "name": "AgentPerfBench",
-  "description": "LLM inference benchmark dataset measuring serving performance (TTFT, TPOT, throughput) across 9 models, 4 GPU platforms, 2 serving engines under agentic and chat workloads. Three configurations: trace_replay, distributional, and kernels_labeled.",
+  "description": "LLM inference benchmark dataset measuring serving performance (TTFT, TPOT, throughput) across 9 models, 4 GPU platforms, 2 serving engines under agentic and chat workloads. Three configurations: trace_replay, synthetic_distributional, and kernels_labeled.",
   "url": "https://huggingface.co/datasets/agent-perf-bench/AgentPerfBench",
   "license": "https://spdx.org/licenses/Apache-2.0.html",
   "conformsTo": "http://mlcommons.org/croissant/1.1",
@@ -71,9 +71,9 @@
     },
     {
       "@type": "cr:FileObject",
-      "@id": "distributional-summary-parquet",
-      "name": "distributional/summary.parquet",
-      "contentUrl": "https://huggingface.co/datasets/agent-perf-bench/AgentPerfBench/resolve/main/distributional/summary.parquet",
+      "@id": "synthetic-distributional-summary-parquet",
+      "name": "synthetic_distributional/summary.parquet",
+      "contentUrl": "https://huggingface.co/datasets/agent-perf-bench/AgentPerfBench/resolve/main/synthetic_distributional/summary.parquet",
       "encodingFormat": "application/x-parquet",
       "sha256": "67d63072831143e929e0b6d6464744756f783b53ac30fed0232bc01c601676ec"
     },
@@ -223,18 +223,18 @@
     },
     {
       "@type": "cr:RecordSet",
-      "@id": "distributional-summary",
-      "name": "Distributional Summary",
-      "description": "One row per benchmark configuration from distributional runs (statistical sampling from lognormal fits to recorded workload statistics).",
+      "@id": "synthetic-distributional-summary",
+      "name": "Synthetic Distributional Summary",
+      "description": "One row per benchmark configuration from synthetic distributional runs (statistical sampling from lognormal fits to recorded workload statistics).",
       "field": [
         {
           "@type": "cr:Field",
-          "@id": "distributional-summary/run_id",
+          "@id": "synthetic-distributional-summary/run_id",
           "name": "run_id",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "distributional-summary-parquet"
+              "@id": "synthetic-distributional-summary-parquet"
             },
             "extract": {
               "column": "run_id"
@@ -243,12 +243,12 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "distributional-summary/model",
+          "@id": "synthetic-distributional-summary/model",
           "name": "model",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "distributional-summary-parquet"
+              "@id": "synthetic-distributional-summary-parquet"
             },
             "extract": {
               "column": "model"
@@ -257,12 +257,12 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "distributional-summary/hardware",
+          "@id": "synthetic-distributional-summary/hardware",
           "name": "hardware",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "distributional-summary-parquet"
+              "@id": "synthetic-distributional-summary-parquet"
             },
             "extract": {
               "column": "hardware"
@@ -271,12 +271,12 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "distributional-summary/engine",
+          "@id": "synthetic-distributional-summary/engine",
           "name": "engine",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "distributional-summary-parquet"
+              "@id": "synthetic-distributional-summary-parquet"
             },
             "extract": {
               "column": "engine"
@@ -285,12 +285,12 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "distributional-summary/profile",
+          "@id": "synthetic-distributional-summary/profile",
           "name": "profile",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "distributional-summary-parquet"
+              "@id": "synthetic-distributional-summary-parquet"
             },
             "extract": {
               "column": "profile"
@@ -299,12 +299,12 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "distributional-summary/concurrency",
+          "@id": "synthetic-distributional-summary/concurrency",
           "name": "concurrency",
           "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "distributional-summary-parquet"
+              "@id": "synthetic-distributional-summary-parquet"
             },
             "extract": {
               "column": "concurrency"
@@ -313,12 +313,12 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "distributional-summary/request_throughput",
+          "@id": "synthetic-distributional-summary/request_throughput",
           "name": "request_throughput",
           "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "distributional-summary-parquet"
+              "@id": "synthetic-distributional-summary-parquet"
             },
             "extract": {
               "column": "request_throughput"
@@ -327,12 +327,12 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "distributional-summary/median_ttft_ms",
+          "@id": "synthetic-distributional-summary/median_ttft_ms",
           "name": "median_ttft_ms",
           "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "distributional-summary-parquet"
+              "@id": "synthetic-distributional-summary-parquet"
             },
             "extract": {
               "column": "median_ttft_ms"
@@ -341,12 +341,12 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "distributional-summary/median_tpot_ms",
+          "@id": "synthetic-distributional-summary/median_tpot_ms",
           "name": "median_tpot_ms",
           "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "distributional-summary-parquet"
+              "@id": "synthetic-distributional-summary-parquet"
             },
             "extract": {
               "column": "median_tpot_ms"

synthetic_distributional/summary.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:67d63072831143e929e0b6d6464744756f783b53ac30fed0232bc01c601676ec
+size 68747