Add cfg for 4b quantized proxylessnas mobile14

Xilinx · Nov 1, 2019 · 2191421 · 2191421
1 parent 9eba457
commit 2191421
Showing 1 changed file with 20 additions and 0 deletions.
diff --git a/examples/cfg/quant_proxylessnas_mobile14_4b.ini b/examples/cfg/quant_proxylessnas_mobile14_4b.ini
@@ -0,0 +1,20 @@
+[MODEL]
+ARCH: quant_proxylessnas_mobile14
+PRETRAINED_URL: https://github.com/Xilinx/brevitas/releases/download/quant_proxylessnas_mobile14_4b-r0/quant_proxylessnas_mobile14_4b-e10882e1.pth
+HADAMARD_CLASSIFIER: FALSE
+
+[QUANT]
+FIRST_LAYER_WEIGHT_BIT_WIDTH: 8
+BIT_WIDTH: 4
+DEPTHWISE_BIT_WIDTH: 4
+
+[PREPROCESS]
+# 128 / 255 = 0.5019607843137255
+
+MEAN_0: 0.5019607843137255
+MEAN_1: 0.5019607843137255
+MEAN_2: 0.5019607843137255
+
+STD_0: 0.5019607843137255
+STD_1: 0.5019607843137255
+STD_2: 0.5019607843137255