From e451eb799a5bccd53dfd4b86cf66a4668b0088b7 Mon Sep 17 00:00:00 2001
From: shixian.shi <shixian.shi@alibaba-inc.com>
Date: 星期三, 06 三月 2024 15:31:47 +0800
Subject: [PATCH] infer for word punc model
---
funasr/metrics/compute_acc.py | 19 ++++++++++++++++++-
1 files changed, 18 insertions(+), 1 deletions(-)
diff --git a/funasr/metrics/compute_acc.py b/funasr/metrics/compute_acc.py
index 2b45836..ec8067f 100644
--- a/funasr/metrics/compute_acc.py
+++ b/funasr/metrics/compute_acc.py
@@ -5,7 +5,7 @@
Args:
pad_outputs (Tensor): Prediction tensors (B * Lmax, D).
- pad_targets (LongTensor): Target label tensors (B, Lmax).
+ pad_targets (LongTensor): Target label tensors (B, Lmax, D).
ignore_label (int): Ignore label id.
Returns:
@@ -21,3 +21,20 @@
)
denominator = torch.sum(mask)
return float(numerator) / float(denominator)
+
+def compute_accuracy(pad_outputs, pad_targets, ignore_label):
+ """Calculate accuracy.
+
+ Args:
+ pad_outputs (LongTensor): Prediction tensors (B, Lmax).
+ pad_targets (LongTensor): Target label tensors (B, Lmax).
+ ignore_label (int): Ignore label id.
+
+ Returns:
+ float: Accuracy value (0.0 - 1.0).
+
+ """
+ mask = pad_targets != ignore_label
+ numerator = torch.sum(pad_outputs.masked_select(mask) == pad_targets.masked_select(mask))
+ denominator = torch.sum(mask)
+ return numerator.float() / denominator.float() #(FIX:MZY):return torch.Tensor type
\ No newline at end of file
--
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