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test_outputs/README_tests.md

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+# Supertonic Quantized – Test Outputs
+
+This folder was generated automatically by a Colab script that:
+
+1. Downloaded the Hugging Face repo **Shadow0482/supertonic-quantized**
+2. Located all `*.onnx` models (both `fp16/` and `int8_dynamic/`)
+3. Ran each model once with dummy inputs using ONNX Runtime
+4. Saved:
+   - `.wav` files for audio-like tensors (1D or 2D, 1–2 channels, >=16 samples)
+   - `.npy` files for all other outputs
+
+All paths below are relative to the `test_outputs/` directory.
+
+## Per-model results
+
+- `fp16/duration_predictor.fp16.onnx -> fp16/fp16_duration_predictor.fp16_out0.npy`
+- `fp16/text_encoder.fp16.onnx -> fp16/fp16_text_encoder.fp16_out0.npy`
+- `fp16/vector_estimator.fp16.onnx -> FAILED`
+- `fp16/vocoder.fp16.onnx -> fp16/fp16_vocoder.fp16_out0.wav`
+- `int8_dynamic/duration_predictor.int8.onnx -> int8_dynamic/int8_dynamic_duration_predictor.int8_out0.npy`
+- `int8_dynamic/text_encoder.int8.onnx -> int8_dynamic/int8_dynamic_text_encoder.int8_out0.npy`
+- `int8_dynamic/vector_estimator.int8.onnx -> int8_dynamic/int8_dynamic_vector_estimator.int8_out0.npy`
+- `int8_dynamic/vocoder.int8.onnx -> int8_dynamic/int8_dynamic_vocoder.int8_out0.wav`
+
+## Models that failed to load / run
+
+- `fp16/vector_estimator.fp16.onnx` -> **FAILED**: [ONNXRuntimeError] : 1 : FAIL : Load model from /content/supertonic/supertonic_quantized/fp16/vector_estimator.fp16.onnx failed:Type Error: Type (tensor(float16)) of output arg (/vector_field/main_blocks.3/attn/Cast_output_0) of node (/vector_field/main_blocks.3/attn/Cast) does not match expected type (tensor(float)).
+
+
+> Note:
+> These tests use synthetic dummy inputs. They confirm that the
+> quantized ONNX graphs load and execute, but they are **not**
+> a replacement for real end-to-end TTS quality evaluation.

test_outputs/fp16/fp16_duration_predictor.fp16_out0.npy

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test_outputs/fp16/fp16_text_encoder.fp16_out0.npy

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test_outputs/int8_dynamic/int8_dynamic_duration_predictor.int8_out0.npy

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test_outputs/int8_dynamic/int8_dynamic_vector_estimator.int8_out0.npy

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