better compile times for throughput scheduling

fix failing no-plan throughput ablation runs
update results

validation/networks/pimcomp_models/README.md

@@ -11,11 +11,11 @@ operations, standalone commands, configuration layout, and GA/OpenMP controls.
 
 | Directory | Model / input | Source |
 |---|---|---|
-| `resnet18/` | ResNet-18 v1, `1x3x224x224` | [ONNX Model Zoo resnet18-v1-7](https://huggingface.co/onnxmodelzoo/resnet18-v1-7); symlink to `../resnet18/depth_68/resnet18_depth_68.onnx`. |
+| `resnet18/` | ResNet-18 v1, `1x3x224x224` | [ONNX Model Zoo resnet18-v1-7](https://huggingface.co/onnxmodelzoo/resnet18-v1-7); symlink to `../../resnet18/depth_68/resnet18_depth_68.onnx`. |
 | `resnet34/` | ResNet-34 v1, `1x3x224x224` | [ONNX Model Zoo resnet34-v1-7](https://huggingface.co/onnxmodelzoo/resnet34-v1-7); symbolic batch fixed to 1. |
 | `googlenet/` | GoogLeNet, `1x3x224x224` | [ONNX Model Zoo googlenet-12](https://huggingface.co/onnxmodelzoo/googlenet-12), with only its two LRN nodes bypassed. |
 | `vgg8/` | VGG-8 reconstruction, `1x1x28x28` | Six convolution and two fully connected layers with deterministic random weights. |
-| `yolo11n/` | YOLO11n detection, `1x3x640x640` | Uses `../yolo11n/depth_51/yolo11n_depth_51.onnx`; this directory retains the historical Softmax-free variant. |
+| `yolo11n/` | YOLO11n detection, `1x3x640x640` | [Ultralytics YOLO11n](https://docs.ultralytics.com/models/yolo11/); symlink to `../../yolo11n/depth_51/yolo11n_depth_51.onnx`. |
 
 The paper's checkpoints were not published. The three Model Zoo networks
 produce frontend graphs matching Pimcomp's bundled JSON graphs. VGG-8 is
@@ -29,15 +29,9 @@ Its terminal Softmax, output `prob_1`, weights, and other operations are retaine
 The native reference uses this same graph. VGG8 and both ResNet graphs have no
 removed operators; ResNet-34 fixes the symbolic batch size to one.
 
-Historical performance models change the original computation:
-
-- `googlenet/googlenet-12-pimsim-nn.onnx` removes two LRN nodes and terminal
-  Softmax, which Pimcomp does not schedule.
-- `yolo11n/yolo11n-pimsim-nn.onnx` removes two internal Softmax nodes. It remains
-  available for reproducing historical measurements.
-
-The current YOLO comparison uses `../yolo11n/depth_51/yolo11n_depth_51.onnx`,
+The current YOLO comparison uses `yolo11n/yolo11n.onnx`,
 including both Softmax operations. Its native reference uses the same full model.
+The checked-in ONNX graph uses opset 18. The original exporter version and checkpoint hash are not recorded.
 The functional simulator executes Softmax. Pimsim-nn skips `vsoftmax` before
 fetch, and Raptor's PIM queue estimator omits the same instruction cost.
 Timing and energy exclude Softmax work; they do not model hardware Softmax support.
@@ -50,9 +44,8 @@ Model SHA-256 checksums:
 c3231061d081bdd47884137b02134f85142752a39e87263c529cd14ed242b096  resnet34/resnet34-v1-7.onnx
 c99c507058eaf41de8723408fdda7db8325cb57f0a89f2ee07a716d6e963e14e  googlenet/googlenet-12.onnx
 c960c195953423388733cd0e60712cf425ca1f8917e264f5cf98e028752c61cf  googlenet/googlenet-12-no-lrn.onnx
-a26f9e33901c573e60c34a3f0abbb4744fff83e4e0f21b18fc66e20395e72982  googlenet/googlenet-12-pimsim-nn.onnx
 396cdea21e5e7d02c3f26f14d22ef20975171702493f5c5e79b8e0d896e541ef  vgg8/vgg8-mnist-reconstructed.onnx
-229f3975af8933d39aee8d9031d969bff074b69c33e304a78abb35ff0c5f445f  yolo11n/yolo11n-pimsim-nn.onnx
+5e7bd85dc60b252674f8d7e1ad24f2317d00dfb8c524826536698462de04620d  yolo11n/yolo11n.onnx
 ```
 
 ## Hardware profiles

validation/networks/pimcomp_models/yolo11n/yolo11n.onnx

@@ -0,0 +1 @@
+../../yolo11n/depth_51/yolo11n_depth_51.onnx