Upload config.json
Browse files- config.json +77 -0
config.json
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{
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"output_name": "bevformer_tiny.axmodel",
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"model_type": "ONNX",
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"target_hardware": "AX650",
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"npu_mode": "NPU3",
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"quant": {
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"input_configs": [
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{
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"tensor_name": "img",
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"calibration_dataset": "./calibration/calibration_img.tar.gz",
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"calibration_format": "Numpy",
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"calibration_size": 64,
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"calibration_mean": [0, 0, 0],
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"calibration_std": [1, 1, 1]
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},
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{
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"tensor_name": "lidar2img",
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"calibration_dataset": "./calibration/calibration_lidar2img.tar.gz",
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"calibration_format": "Numpy",
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"calibration_size": 64
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},
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{
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"tensor_name": "can_bus",
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"calibration_dataset": "./calibration/calibration_can_bus.tar.gz",
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"calibration_format": "Numpy",
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"calibration_size": 64
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},
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{
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"tensor_name": "prev_bev",
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"calibration_dataset": "./calibration/calibration_prev_bev.tar.gz",
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"calibration_format": "Numpy",
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"calibration_size": 64
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}
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],
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"calibration_method": "MSE",
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"precision_analysis": true,
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"precision_analysis_method": "EndToEnd",
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"enable_smooth_quant": true,
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"smooth_quant_threshold": 0.15,
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"smooth_quant_strength": 0.5,
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"refine_weight_threshold": 1e-6,
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"conv_bias_data_type": "FP32",
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"ln_scale_data_type": "FP32",
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"layer_configs": [
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{
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"layer_name": "/pts_bbox_head/transformer/encoder/Reshape_10",
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"data_type": "FP32"
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},
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{
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"layer_name": "/pts_bbox_head/transformer/encoder/Tile_3",
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"data_type": "FP32"
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},
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{
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"layer_name": "/pts_bbox_head/transformer/encoder/MatMul",
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"data_type": "FP32",
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"output_data_type": "FP32"
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},
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{
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"layer_name": "/pts_bbox_head/transformer/encoder/Squeeze",
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"data_type": "FP32"
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},
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{
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"layer_name": "/pts_bbox_head/transformer/encoder/Slice_10",
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"data_type": "FP32"
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},
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{
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"layer_name": "/pts_bbox_head/transformer/encoder/Slice_9",
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"data_type": "FP32"
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},
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{
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"layer_name": "/pts_bbox_head/transformer/encoder/Div_2",
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"data_type": "FP32"
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}
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],
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"device": "cuda:1"
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}
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}
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