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Feat (ex/bnn) Added configs for int4, int8 models #1354

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Feat (ex/bnn) Added configs for int4, int8 models #1354

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10 changes: 10 additions & 0 deletions src/brevitas_examples/bnn_pynq/cfg/cnv_4w4a.ini
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Original file line number Diff line number Diff line change
@@ -0,0 +1,10 @@
[MODEL]
ARCH: CNV
DATASET: CIFAR10
IN_CHANNELS: 3
NUM_CLASSES: 10

[QUANT]
WEIGHT_BIT_WIDTH: 4
ACT_BIT_WIDTH: 4
IN_BIT_WIDTH: 8
10 changes: 10 additions & 0 deletions src/brevitas_examples/bnn_pynq/cfg/cnv_8w8a.ini
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Original file line number Diff line number Diff line change
@@ -0,0 +1,10 @@
[MODEL]
ARCH: CNV
DATASET: CIFAR10
IN_CHANNELS: 3
NUM_CLASSES: 10

[QUANT]
WEIGHT_BIT_WIDTH: 8
ACT_BIT_WIDTH: 8
IN_BIT_WIDTH: 8
8 changes: 8 additions & 0 deletions src/brevitas_examples/bnn_pynq/cfg/resnet18_8w8a.ini
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Original file line number Diff line number Diff line change
@@ -0,0 +1,8 @@
[MODEL]
ARCH: RESNET18
DATASET: CIFAR10
NUM_CLASSES: 10

[QUANT]
WEIGHT_BIT_WIDTH: 8
ACT_BIT_WIDTH: 8