From b1bfae2367a08c9ecea71bc392c0b485eba144e9 Mon Sep 17 00:00:00 2001
From: jgrusewski <jgrusewski@localhost>
Date: Fri, 22 May 2026 20:45:21 +0200
Subject: [PATCH] feat(argo): replace --seq-len with --multi-resolution in
 alpha-perception
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Default '1:10,30:10,100:12' (32 positions, 1510-tick context).
Greenfield migration — no legacy seq-len fallback. Operators
override per-run via './scripts/argo-alpha-perception.sh --multi-resolution 1:32'
for the parity-check config.
---
 infra/k8s/argo/alpha-perception-template.yaml |  6 +++---
 scripts/argo-alpha-perception.sh              | 10 +++++-----
 2 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/infra/k8s/argo/alpha-perception-template.yaml b/infra/k8s/argo/alpha-perception-template.yaml
index c2d1e0383..946f11ac2 100644
--- a/infra/k8s/argo/alpha-perception-template.yaml
+++ b/infra/k8s/argo/alpha-perception-template.yaml
@@ -48,8 +48,8 @@ spec:
       # Trainer hyperparameters (mirror the validated smoke config).
       - name: epochs
         value: "5"
-      - name: seq-len
-        value: "32"
+      - name: multi-resolution
+        value: "1:10,30:10,100:12"
       - name: mamba2-state-dim
         value: "16"
       - name: lr-cfc
@@ -461,7 +461,7 @@ spec:
               --predecoded-dir   "$PREDECODED_DIR" \
               --out              "$OUT_DIR" \
               --epochs           {{workflow.parameters.epochs}} \
-              --seq-len          {{workflow.parameters.seq-len}} \
+              --multi-resolution "{{workflow.parameters.multi-resolution}}" \
               --mamba2-state-dim {{workflow.parameters.mamba2-state-dim}} \
               --lr-cfc           {{workflow.parameters.lr-cfc}} \
               --lr-mamba2        {{workflow.parameters.lr-mamba2}} \
diff --git a/scripts/argo-alpha-perception.sh b/scripts/argo-alpha-perception.sh
index 28a2faf25..0c89b8b72 100755
--- a/scripts/argo-alpha-perception.sh
+++ b/scripts/argo-alpha-perception.sh
@@ -20,7 +20,7 @@ SHA=HEAD
 BRANCH=$(git symbolic-ref --short HEAD 2>/dev/null || echo "ml-alpha-phase-a")
 GPU_POOL=ci-training-l40s
 EPOCHS=5
-SEQ_LEN=32
+MULTI_RESOLUTION="1:10,30:10,100:12"
 MAMBA2_STATE_DIM=16
 LR_CFC=3e-3
 LR_MAMBA2=1e-3
@@ -45,7 +45,7 @@ Usage: $0 [OPTIONS]
   --branch <branch>         Git branch (default: $BRANCH)
   --gpu-pool <pool>         GPU pool (default: $GPU_POOL)
   --epochs <n>              Training epochs (default: $EPOCHS)
-  --seq-len <n>             Snapshots per sequence window (default: $SEQ_LEN)
+  --multi-resolution <S>    Multi-scale input: scale:count[,...] (default: $MULTI_RESOLUTION)
   --mamba2-state-dim <n>    Mamba2 SSM state dim (default: $MAMBA2_STATE_DIM)
   --lr-cfc <f>              CfC learning rate (default: $LR_CFC)
   --lr-mamba2 <f>           Mamba2 learning rate (default: $LR_MAMBA2)
@@ -67,7 +67,7 @@ while [[ $# -gt 0 ]]; do
     --branch)            BRANCH="$2"; shift 2 ;;
     --gpu-pool)          GPU_POOL="$2"; shift 2 ;;
     --epochs)            EPOCHS="$2"; shift 2 ;;
-    --seq-len)           SEQ_LEN="$2"; shift 2 ;;
+    --multi-resolution)  MULTI_RESOLUTION="$2"; shift 2 ;;
     --mamba2-state-dim)  MAMBA2_STATE_DIM="$2"; shift 2 ;;
     --lr-cfc)            LR_CFC="$2"; shift 2 ;;
     --lr-mamba2)         LR_MAMBA2="$2"; shift 2 ;;
@@ -120,7 +120,7 @@ echo "  branch:           $BRANCH"
 echo "  sha:              $SHA"
 echo "  gpu-pool:         $GPU_POOL (sm_$SM)"
 echo "  epochs:           $EPOCHS"
-echo "  seq-len:          $SEQ_LEN"
+echo "  multi-resolution: $MULTI_RESOLUTION"
 echo "  mamba2-state-dim: $MAMBA2_STATE_DIM"
 echo "  lr-cfc:           $LR_CFC"
 echo "  lr-mamba2:        $LR_MAMBA2"
@@ -139,7 +139,7 @@ argo submit -n foxhunt --from=wftmpl/alpha-perception \
   -p cuda-compute-cap="$SM" \
   -p gpu-pool="$GPU_POOL" \
   -p epochs="$EPOCHS" \
-  -p seq-len="$SEQ_LEN" \
+  -p multi-resolution="$MULTI_RESOLUTION" \
   -p mamba2-state-dim="$MAMBA2_STATE_DIM" \
   -p lr-cfc="$LR_CFC" \
   -p lr-mamba2="$LR_MAMBA2" \