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add ablation study
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normalize names and artifact paths
This commit is contained in:
NiccoloN
2026-08-20 17:58:02 +02:00
parent add20e56eb
commit b009e1ff08
67 changed files with 1573 additions and 993 deletions
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validation/tools/classification_local_image_validation.py
+14 -11
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@@ -16,6 +16,7 @@ if str(VALIDATION_DIR) not in sys.path:
sys.path.insert(0, str(VALIDATION_DIR))
from raptor_validation.onnx_utils import _ONNX_TO_NP, onnx_io, write_inputs_binary, write_inputs_to_memory_bin
from raptor_validation.artifacts import artifacts_dir
from raptor_validation.validate_one import (
MODE_COMPILE_ONLY,
build_dump_ranges,
@@ -75,10 +76,11 @@ def ensure_local_artifacts(args, model_path: Path):
def ensure_existing_artifacts(model_dir: Path):
artifact_root = artifacts_dir(model_dir)
required_paths = [
model_dir / "runner" / "build" / "runner",
model_dir / "raptor" / "pim" / "config.json",
model_dir / "raptor" / "pim" / "memory.bin",
artifact_root / "runner" / "build" / "runner",
artifact_root / "raptor" / "pim" / "config.json",
artifact_root / "raptor" / "pim" / "memory.bin",
]
missing = [str(path) for path in required_paths if not path.exists()]
if missing:
@@ -185,13 +187,13 @@ def draw_classification_panel(image: Image.Image, results, output_path: Path):
def run_reference_and_simulator(args, model_path: Path, tensor: np.ndarray):
model_dir = model_path.parent
runner_build_dir = model_dir / "runner" / "build"
artifact_root = artifacts_dir(model_path.parent)
runner_build_dir = artifact_root / "runner" / "build"
runner_path = runner_build_dir / "runner"
pim_dir = model_dir / "raptor" / "pim"
simulation_dir = model_dir / "classification_demo" / "simulation"
reference_dir = model_dir / "classification_demo" / "reference"
inputs_dir = model_dir / "classification_demo" / "inputs"
pim_dir = artifact_root / "raptor" / "pim"
simulation_dir = artifact_root / "classification_demo" / "simulation"
reference_dir = artifact_root / "classification_demo" / "reference"
inputs_dir = artifact_root / "classification_demo" / "inputs"
simulation_dir.mkdir(parents=True, exist_ok=True)
reference_dir.mkdir(parents=True, exist_ok=True)
@@ -222,7 +224,7 @@ def run_reference_and_simulator(args, model_path: Path, tensor: np.ndarray):
subprocess.run(runner_cmd, cwd=runner_build_dir, check=True)
write_inputs_to_memory_bin(pim_dir / "memory.bin", pim_dir / "config.json", [tensor])
input_bin_path = simulation_dir / "input.bin"
input_bin_path = simulation_dir / "input_0.bin"
write_inputs_binary(input_bin_path, [tensor])
dump_ranges = build_dump_ranges(pim_dir / "config.json", output_descriptors)
output_bin_path = simulation_dir / "out.bin"
@@ -232,7 +234,8 @@ def run_reference_and_simulator(args, model_path: Path, tensor: np.ndarray):
output_bin_path,
dump_ranges,
timeout_sec=args.command_timeout_seconds,
input_paths=[input_bin_path],
input_dir=input_bin_path.parent,
batch_size=1,
)
output_index, output_name, output_dtype_code, output_shape = output_descriptors[0]