chore: sync PR 2252 with main

Merge current origin/main and resolve perf-changelog.yaml by retaining every main entry and re-appending PR #2252's entry at the end.

中文：合并最新的 origin/main，并保留主分支的全部 perf-changelog.yaml 条目，将 PR #2252 的专属条目重新追加到文件末尾。

Author: Ankur-singh

.github/workflows/benchmark-tmpl.yml

@@ -116,6 +116,16 @@ on:
         required: false
         type: string
         default: '3600'
+      eval-limit:
+        description: "Eval instance count: empty/full = whole split (default); N = first-N smoke slice"
+        required: false
+        type: string
+        default: ""
+      swebench-gen-mode:
+        description: "SWE-bench generation mode (single-shot | agentic). Empty = agentic (single-shot is an explicit debugging escape hatch)."
+        required: false
+        type: string
+        default: ""
 env:
   RANDOM_RANGE_RATIO: 0.8
   HF_TOKEN: ${{ secrets.INFERENCEX_OFFICIAL_RO_HF_TOKEN }}
@@ -151,10 +161,18 @@ env:
   KV_P2P_TRANSFER: ${{ inputs.kv-p2p-transfer }}
   TOTAL_CPU_DRAM_GB: ${{ inputs.total-cpu-dram-gb }}
   DURATION: ${{ inputs.duration }}
+  EVAL_LIMIT: ${{ inputs.eval-limit }}
+  SWEBENCH_GEN_MODE: ${{ inputs.swebench-gen-mode }}
   AIPERF_FAILED_REQUEST_THRESHOLD: '0.10'
   RESULT_DIR: /workspace/results
   PYTHONDONTWRITEBYTECODE: '1'
   PYTHONPYCACHEPREFIX: /tmp/inferencex-pycache
+  # GPU runners lack Docker for SWE-bench scoring.
+  SWEBENCH_USE_MODAL: 'true'
+  MODAL_TOKEN_ID: ${{ secrets.MODAL_TOKEN_ID }}
+  MODAL_TOKEN_SECRET: ${{ secrets.MODAL_TOKEN_SECRET }}
+  # These b300 nodes are currently broken.
+  SALLOC_EXCLUDE: 'b300-005,b300-006'
 
 permissions:
   contents: read
@@ -311,6 +329,10 @@ jobs:
             meta_env.json
             results*.json
             sample*.jsonl
+            agent_preds.json
+            predictions.jsonl
+            swebench_report_*.json
+            *.traj*
           if-no-files-found: ${{ inputs.eval-only && 'error' || 'ignore' }}
 
       - name: Verify eval scores
@@ -324,6 +346,7 @@ jobs:
           # Remove any eval results JSONs that were moved into workspace
           rm -f results*.json || true
           rm -f sample*.jsonl || true
+          rm -f agent_preds.json predictions.jsonl swebench_report_*.json *.traj* || true
           
       - name: Resource cleanup (post-run)
         if: always()

.github/workflows/e2e-tests.yml

@@ -21,6 +21,16 @@ on:
                 required: false
                 type: string
                 default: ""
+            eval-limit:
+                description: "Eval instance count: empty/full = whole split (default); N = first-N smoke slice"
+                required: false
+                type: string
+                default: ""
+            swebench-gen-mode:
+                description: "SWE-bench generation mode (single-shot | agentic). Empty = agentic (single-shot is an explicit debugging escape hatch)."
+                required: false
+                type: string
+                default: ""
     workflow_call:
         inputs:
             generate-cli-command:
@@ -40,6 +50,16 @@ on:
                 required: false
                 type: string
                 default: ""
+            eval-limit:
+                description: "Eval instance count: empty/full = whole split (default); N = first-N smoke slice"
+                required: false
+                type: string
+                default: ""
+            swebench-gen-mode:
+                description: "SWE-bench generation mode (single-shot | agentic). Empty = agentic (single-shot is an explicit debugging escape hatch)."
+                required: false
+                type: string
+                default: ""
 
 jobs:
     get-jobs:
@@ -50,6 +70,7 @@ jobs:
             eval-config: ${{ steps.get-jobs.outputs.eval-config }}
             multi-node-eval-config: ${{ steps.get-jobs.outputs.multi-node-eval-config }}
             agentic-config: ${{ steps.get-jobs.outputs.agentic-config }}
+            agentic-eval-config: ${{ steps.get-jobs.outputs.agentic-eval-config }}
             multi-node-agentic-config: ${{ steps.get-jobs.outputs.multi-node-agentic-config }}
         steps:
             - name: Checkout code (ref)
@@ -69,13 +90,15 @@ jobs:
                   pip install pydantic
                   CONFIG_JSON=$(python3 ${GITHUB_WORKSPACE}/utils/matrix_logic/generate_sweep_configs.py \
                     ${{ inputs.generate-cli-command || github.event.inputs.generate-cli-command }})
-                  AGENTIC=$(echo "$CONFIG_JSON" | python3 -c "import sys,json; d=json.load(sys.stdin); print(json.dumps([x for x in d if x.get('scenario-type') == 'agentic-coding' and 'prefill' not in x]))")
+                  AGENTIC=$(echo "$CONFIG_JSON" | python3 -c "import sys,json; d=json.load(sys.stdin); print(json.dumps([x for x in d if x.get('scenario-type') == 'agentic-coding' and 'prefill' not in x and not x.get('run-eval', False)]))")
+                  AGENTIC_EVAL=$(echo "$CONFIG_JSON" | python3 -c "import sys,json; d=json.load(sys.stdin); print(json.dumps([x for x in d if x.get('scenario-type') == 'agentic-coding' and 'prefill' not in x and x.get('run-eval', False)]))")
                   MULTI_AGENTIC=$(echo "$CONFIG_JSON" | python3 -c "import sys,json; d=json.load(sys.stdin); print(json.dumps([x for x in d if x.get('scenario-type') == 'agentic-coding' and 'prefill' in x]))")
                   SINGLE=$(echo "$CONFIG_JSON" | python3 -c "import sys,json; d=json.load(sys.stdin); print(json.dumps([x for x in d if 'prefill' not in x and x.get('scenario-type') != 'agentic-coding' and not x.get('eval-only', False)]))")
                   MULTI=$(echo "$CONFIG_JSON" | python3 -c "import sys,json; d=json.load(sys.stdin); print(json.dumps([x for x in d if 'prefill' in x and x.get('scenario-type') != 'agentic-coding' and not x.get('eval-only', False)]))")
                   EVALS=$(echo "$CONFIG_JSON" | python3 -c "import sys,json; d=json.load(sys.stdin); print(json.dumps([x for x in d if 'prefill' not in x and x.get('scenario-type') != 'agentic-coding' and x.get('run-eval', False)]))")
                   MULTI_EVAL=$(echo "$CONFIG_JSON" | python3 -c "import sys,json; d=json.load(sys.stdin); print(json.dumps([x for x in d if 'prefill' in x and x.get('run-eval', False)]))")
                   echo "agentic-config=$AGENTIC" >> $GITHUB_OUTPUT
+                  echo "agentic-eval-config=$AGENTIC_EVAL" >> $GITHUB_OUTPUT
                   echo "multi-node-agentic-config=$MULTI_AGENTIC" >> $GITHUB_OUTPUT
                   echo "single-node-config=$SINGLE" >> $GITHUB_OUTPUT
                   echo "multi-node-config=$MULTI" >> $GITHUB_OUTPUT
@@ -223,6 +246,44 @@ jobs:
             scenario-type: agentic-coding
             ref: ${{ inputs.ref }}
 
+    test-sweep-agentic-evals:
+        needs: get-jobs
+        if: ${{ needs.get-jobs.outputs.agentic-eval-config != '[]' }}
+        uses: ./.github/workflows/benchmark-tmpl.yml
+        name: agentic eval /
+        strategy:
+            fail-fast: false
+            matrix:
+                config: ${{ fromJson(needs.get-jobs.outputs.agentic-eval-config) }}
+        secrets: inherit
+        with:
+            exp-name: ${{ matrix.config.exp-name }}
+            runner: ${{ matrix.config.runner }}
+            image: ${{ matrix.config.image }}
+            model: ${{ matrix.config.model }}
+            model-prefix: ${{ matrix.config.model-prefix }}
+            framework: ${{ matrix.config.framework }}
+            precision: ${{ matrix.config.precision }}
+            tp: ${{ matrix.config.tp }}
+            ep: ${{ matrix.config.ep }}
+            dp-attn: ${{ matrix.config.dp-attn }}
+            conc: ${{ matrix.config.conc }}
+            kv-offloading: ${{ matrix.config.kv-offloading }}
+            kv-offload-backend: ${{ matrix.config.kv-offload-backend }}
+            total-cpu-dram-gb: ${{ matrix.config.total-cpu-dram-gb }}
+            duration: ${{ inputs.duration-override != '' && inputs.duration-override || matrix.config.duration }}
+            isl: '0'
+            osl: '0'
+            max-model-len: '0'
+            spec-decoding: 'none'
+            disagg: 'false'
+            run-eval: true
+            eval-only: true
+            eval-limit: ${{ inputs.eval-limit }}
+            swebench-gen-mode: ${{ inputs.swebench-gen-mode }}
+            scenario-type: agentic-coding
+            ref: ${{ inputs.ref }}
+
     test-sweep-multi-node-agentic:
         needs: get-jobs
         if: ${{ needs.get-jobs.outputs.multi-node-agentic-config != '[]' }}
@@ -345,6 +406,7 @@ jobs:
             disagg: ${{ matrix.config.disagg }}
             run-eval: true
             eval-only: true
+            eval-limit: ${{ inputs.eval-limit }}
             ref: ${{ inputs.ref }}
 
     collect-results:
@@ -356,8 +418,8 @@ jobs:
             result-prefix: "bmk"
 
     collect-evals:
-        needs: [test-sweep-evals, test-sweep-multi-node-evals]
-        if: ${{ always() && (needs.test-sweep-evals.result != 'skipped' || needs.test-sweep-multi-node-evals.result != 'skipped') }}
+        needs: [test-sweep-evals, test-sweep-multi-node-evals, test-sweep-agentic-evals]
+        if: ${{ always() && (needs.test-sweep-evals.result != 'skipped' || needs.test-sweep-multi-node-evals.result != 'skipped' || needs.test-sweep-agentic-evals.result != 'skipped') }}
         uses: ./.github/workflows/collect-evals.yml
         secrets: inherit
 

.github/workflows/run-sweep.yml

@@ -628,6 +628,58 @@ jobs:
             run-eval: true
             eval-only: true
 
+    # Agentic (SWE-bench) eval rows carry the agentic input shape, so they are
+    # dispatched with sweep-agentic's inputs rather than sweep-evals' fixed-seq-len
+    # inputs (isl/osl/max-model-len, which agentic rows don't have).
+    sweep-agentic-evals:
+        needs: [setup, canary-select, canary-sweep]
+        if: >-
+            ${{
+              !cancelled() &&
+              needs.setup.result == 'success' &&
+              needs.setup.outputs.reuse-enabled != 'true' &&
+              (needs.canary-sweep.result == 'success' || needs.canary-sweep.result == 'skipped') &&
+              toJson(fromJson(needs.setup.outputs.search-space-config).agentic_evals) != '[]' &&
+              toJson(fromJson(needs.setup.outputs.search-space-config).agentic_evals) != 'null'
+            }}
+        uses: ./.github/workflows/benchmark-tmpl.yml
+        name: agentic eval /
+        strategy:
+            fail-fast: ${{ contains(github.event.pull_request.labels.*.name, 'full-sweep-fail-fast') || contains(github.event.pull_request.labels.*.name, 'full-sweep-fail-fast-no-canary') }}
+            matrix:
+                config: ${{ fromJson(needs.setup.outputs.search-space-config).agentic_evals }}
+        secrets: inherit
+        with:
+            exp-name: ${{ matrix.config.exp-name }}
+            runner: ${{ matrix.config.runner }}
+            image: ${{ matrix.config.image }}
+            model: ${{ matrix.config.model }}
+            model-prefix: ${{ matrix.config.model-prefix }}
+            framework: ${{ matrix.config.framework }}
+            precision: ${{ matrix.config.precision }}
+            router: ${{ matrix.config.router && toJson(matrix.config.router) || '' }}
+            kv-p2p-transfer: ${{ matrix.config['kv-p2p-transfer'] || '' }}
+            tp: ${{ matrix.config.tp }}
+            pp: ${{ matrix.config.pp }}
+            dcp-size: ${{ matrix.config.dcp-size }}
+            pcp-size: ${{ matrix.config.pcp-size }}
+            ep: ${{ matrix.config.ep }}
+            dp-attn: ${{ matrix.config.dp-attn }}
+            conc: ${{ matrix.config.conc }}
+            kv-offloading: ${{ matrix.config.kv-offloading }}
+            kv-offload-backend: ${{ matrix.config['kv-offload-backend'].name }}
+            kv-offload-backend-metadata: ${{ matrix.config['kv-offload-backend'] && toJson(matrix.config['kv-offload-backend']) || '' }}
+            total-cpu-dram-gb: ${{ matrix.config.total-cpu-dram-gb }}
+            duration: ${{ matrix.config.duration }}
+            isl: '0'
+            osl: '0'
+            max-model-len: '0'
+            spec-decoding: ${{ matrix.config.spec-decoding }}
+            disagg: ${{ 'false' }}
+            run-eval: true
+            eval-only: true
+            scenario-type: agentic-coding
+
     sweep-multi-node-evals:
         needs: [setup, canary-select, canary-sweep]
         if: >-
@@ -714,8 +766,8 @@ jobs:
             result-prefix: "bmk"
 
     collect-evals:
-        needs: [sweep-evals, sweep-multi-node-evals, setup]
-        if: ${{ always() && needs.setup.result != 'skipped' && (needs.sweep-evals.result != 'skipped' || needs.sweep-multi-node-evals.result != 'skipped') }}
+        needs: [sweep-evals, sweep-agentic-evals, sweep-multi-node-evals, setup]
+        if: ${{ always() && needs.setup.result != 'skipped' && (needs.sweep-evals.result != 'skipped' || needs.sweep-agentic-evals.result != 'skipped' || needs.sweep-multi-node-evals.result != 'skipped') }}
         uses: ./.github/workflows/collect-evals.yml
         secrets: inherit