Removed unnecessary FIFO in cats-vs-dogs for MAX78002 (#235)

Author: aniktash

gen-demos-max78002.sh

@@ -13,7 +13,7 @@ python ai8xize.py --test-dir $TARGET --prefix cifar-100-residual --checkpoint-fi
 python ai8xize.py --test-dir $TARGET --prefix kws20_v3_1 --checkpoint-file trained/ai87-kws20_v3-qat8-q.pth.tar --config-file networks/ai87-kws20-v3-hwc.yaml --softmax $COMMON_ARGS "$@"
 python ai8xize.py --test-dir $TARGET --prefix kws20_v2_1 --checkpoint-file trained/ai87-kws20_v2-qat8-q.pth.tar --config-file networks/ai87-kws20-v2-hwc.yaml --softmax $COMMON_ARGS "$@"
 python ai8xize.py --test-dir $TARGET --prefix faceid --checkpoint-file trained/ai85-faceid-qat8-q.pth.tar --config-file networks/faceid.yaml --fifo $COMMON_ARGS "$@"
-python ai8xize.py --test-dir $TARGET --prefix cats-dogs --checkpoint-file trained/ai85-catsdogs-qat8-q.pth.tar --config-file networks/cats-dogs-hwc.yaml --fifo --softmax $COMMON_ARGS "$@"
+python ai8xize.py --test-dir $TARGET --prefix cats-dogs --checkpoint-file trained/ai85-catsdogs-qat8-q.pth.tar --config-file networks/cats-dogs-hwc-no-fifo.yaml --softmax $COMMON_ARGS "$@"
 python ai8xize.py --test-dir $TARGET --prefix camvid_unet --checkpoint-file trained/ai85-camvid-unet-large-fakept-q.pth.tar --config-file networks/camvid-unet-large-fakept.yaml $COMMON_ARGS --overlap-data --mlator --no-unload --max-checklines 8192 "$@"
 python ai8xize.py --test-dir $TARGET --prefix aisegment_unet --checkpoint-file trained/ai85-aisegment-unet-large-fakept-q.pth.tar --config-file networks/aisegment-unet-large-fakept.yaml $COMMON_ARGS --overlap-data --mlator --no-unload --max-checklines 8192 "$@"
 python ai8xize.py --test-dir $TARGET --prefix cifar-100-effnet2 --checkpoint-file trained/ai87-cifar100-effnet2-qat8-q.pth.tar --config-file networks/ai87-cifar100-effnet2.yaml --softmax $COMMON_ARGS "$@"

networks/cats-dogs-hwc-no-fifo.yaml

@@ -0,0 +1,52 @@
+---
+# HWC (big data) configuration for Cats and Dogs image classification
+
+arch: ai85cdnet
+dataset: cats_vs_dogs
+
+# Define layer parameters in order of the layer sequence
+layers:
+  - pad: 1
+    activate: ReLU
+    out_offset: 0x1000
+    processors: 0x0000000000000007
+    data_format: HWC
+    operation: Conv2d
+  - max_pool: 2
+    pool_stride: 2
+    pad: 1
+    activate: ReLU
+    out_offset: 0x2000
+    processors: 0x000ffff000000000
+    operation: Conv2d
+  - max_pool: 2
+    pool_stride: 2
+    pad: 1
+    activate: ReLU
+    out_offset: 0x0000
+    processors: 0x00000000ffffffff
+    operation: Conv2d
+  - max_pool: 2
+    pool_stride: 2
+    pad: 1
+    activate: ReLU
+    out_offset: 0x2000
+    processors: 0xffffffffffffffff
+    operation: Conv2d
+  - max_pool: 2
+    pool_stride: 2
+    pad: 1
+    activate: ReLU
+    out_offset: 0x0000
+    processors: 0x00000000ffffffff
+    operation: Conv2d
+  - pad: 1
+    activate: ReLU
+    out_offset: 0x2000
+    processors: 0xffffffff00000000
+    operation: Conv2d
+  - op: mlp
+    flatten: true
+    out_offset: 0x1000
+    output_width: 32
+    processors: 0x000000000000ffff

scripts/gen_catsdogs_max78002.sh

@@ -3,4 +3,4 @@ DEVICE="MAX78002"
 TARGET="sdk/Examples/$DEVICE/CNN"
 COMMON_ARGS="--device $DEVICE --compact-data --mexpress --timer 0 --display-checkpoint --verbose"
 
-python ai8xize.py --test-dir $TARGET --prefix cats-dogs --checkpoint-file trained/ai85-catsdogs-qat8-q.pth.tar --config-file networks/cats-dogs-hwc.yaml --fifo --softmax $COMMON_ARGS "$@"
+python ai8xize.py --test-dir $TARGET --prefix cats-dogs --checkpoint-file trained/ai85-catsdogs-qat8-q.pth.tar --config-file networks/cats-dogs-hwc-no-fifo.yaml --softmax $COMMON_ARGS "$@"