diff --git a/examples/quantization/post_train_quant/command_line.md b/examples/quantization/post_train_quant/command_line.md index c3f73064e22f35d135372129a253c12072901fe1..061d78f0aa1cddd8b99bb374370dcc124f4f4946 100644 --- a/examples/quantization/post_train_quant/command_line.md +++ b/examples/quantization/post_train_quant/command_line.md @@ -75,16 +75,16 @@ This table summarizes the settings and results for each run. The command lines f | | Mode | # Bits Acts | # Bits Weights | Per-Channel | Clip Acts | Top-1 Accuracy | |----|------------|-------------|----------------|-------------|-----------------------|----------------| -| 1 | FP32 | 32 | 32 | N/A | | 76.13% | -| 2 | Symmetric | 8 | 8 | No | none | 74.978% | -| 3 | Symmetric | 8 | 8 | Yes | none | 75.296% | -| 4 | Symmetric | 8 | 8 | Yes | avg | 72.636% (See Note 1 below) | -| 5 | Symmetric | 8 | 8 | Yes | avg (exc. last layer) | 75.86% | -| 6 | Asymmetric | 8 | 8 | No | none | 75.328% | -| 7 | Asymmetric | 8 | 8 | Yes | avg (exc. last layer) | 75.86% | -| 8 | Symmetric | 6 | 6 | No | none | 22.882% (See Note 2 below) | -| 9 | Asymmetric | 6 | 6 | No | none | 62.212% | -| 10 | Asymmetric | 6 | 6 | Yes | avg (exc. last layer) | 74.36% | +| 1 | FP32 | 32 | 32 | N/A | | 76.130% | +| 2 | Symmetric | 8 | 8 | No | none | 74.782% | +| 3 | Symmetric | 8 | 8 | Yes | none | 75.138% | +| 4 | Symmetric | 8 | 8 | Yes | avg | 72.318% (See Note 1 below) | +| 5 | Symmetric | 8 | 8 | Yes | avg (exc. last layer) | 75.824% | +| 6 | Asymmetric | 8 | 8 | No | none | 75.292% | +| 7 | Asymmetric | 8 | 8 | Yes | avg (exc. last layer) | 75.986% | +| 8 | Symmetric | 6 | 6 | No | none | 32.690% (See Note 2 below) | +| 9 | Asymmetric | 6 | 6 | No | none | 62.230% | +| 10 | Asymmetric | 6 | 6 | Yes | avg (exc. last layer) | 74.494% | Command lines: