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sebastianfis authored Mar 19, 2024
1 parent 3a059f1 commit e42d6ec
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17 changes: 17 additions & 0 deletions yolov5n-int8_edgetpu_128_ETPU.log
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Edge TPU Compiler version 16.0.384591198
Input: yolov5n-int8.tflite
Output: ./yolov5n-int8_edgetpu.tflite

Operator Count Status

MAX_POOL_2D 3 Mapped to Edge TPU
ADD 10 Mapped to Edge TPU
CONCATENATION 17 Mapped to Edge TPU
PAD 7 Mapped to Edge TPU
RESHAPE 6 Mapped to Edge TPU
RESIZE_NEAREST_NEIGHBOR 2 Mapped to Edge TPU
LOGISTIC 66 Mapped to Edge TPU
CONV_2D 60 Mapped to Edge TPU
QUANTIZE 7 Mapped to Edge TPU
MUL 75 Mapped to Edge TPU
STRIDED_SLICE 9 Mapped to Edge TPU
Binary file added yolov5n-int8_edgetpu_128_ETPU.tflite
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17 changes: 17 additions & 0 deletions yolov5n-int8_edgetpu_160_ETPU.log
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Edge TPU Compiler version 16.0.384591198
Input: yolov5n-int8.tflite
Output: ./yolov5n-int8_edgetpu.tflite

Operator Count Status

CONV_2D 60 Mapped to Edge TPU
MUL 75 Mapped to Edge TPU
QUANTIZE 7 Mapped to Edge TPU
RESIZE_NEAREST_NEIGHBOR 2 Mapped to Edge TPU
STRIDED_SLICE 9 Mapped to Edge TPU
RESHAPE 6 Mapped to Edge TPU
PAD 7 Mapped to Edge TPU
CONCATENATION 17 Mapped to Edge TPU
MAX_POOL_2D 3 Mapped to Edge TPU
LOGISTIC 66 Mapped to Edge TPU
ADD 10 Mapped to Edge TPU
Binary file added yolov5n-int8_edgetpu_160_ETPU.tflite
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17 changes: 17 additions & 0 deletions yolov5s-int8_edgetpu_128_ETPU.log
Original file line number Diff line number Diff line change
@@ -0,0 +1,17 @@
Edge TPU Compiler version 16.0.384591198
Input: yolov5s-int8.tflite
Output: ./yolov5s-int8_edgetpu.tflite

Operator Count Status

QUANTIZE 7 Mapped to Edge TPU
MUL 75 Mapped to Edge TPU
MAX_POOL_2D 3 Mapped to Edge TPU
ADD 10 Mapped to Edge TPU
LOGISTIC 66 Mapped to Edge TPU
CONCATENATION 17 Mapped to Edge TPU
PAD 7 Mapped to Edge TPU
STRIDED_SLICE 9 Mapped to Edge TPU
RESHAPE 6 Mapped to Edge TPU
RESIZE_NEAREST_NEIGHBOR 2 Mapped to Edge TPU
CONV_2D 60 Mapped to Edge TPU
Binary file added yolov5s-int8_edgetpu_128_ETPU.tflite
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17 changes: 17 additions & 0 deletions yolov5s-int8_edgetpu_160_ETPU.log
Original file line number Diff line number Diff line change
@@ -0,0 +1,17 @@
Edge TPU Compiler version 16.0.384591198
Input: yolov5s-int8.tflite
Output: ./yolov5s-int8_edgetpu.tflite

Operator Count Status

LOGISTIC 66 Mapped to Edge TPU
RESIZE_NEAREST_NEIGHBOR 2 Mapped to Edge TPU
RESHAPE 6 Mapped to Edge TPU
CONCATENATION 17 Mapped to Edge TPU
PAD 7 Mapped to Edge TPU
ADD 10 Mapped to Edge TPU
MAX_POOL_2D 3 Mapped to Edge TPU
STRIDED_SLICE 9 Mapped to Edge TPU
QUANTIZE 7 Mapped to Edge TPU
MUL 75 Mapped to Edge TPU
CONV_2D 60 Mapped to Edge TPU
Binary file added yolov5s-int8_edgetpu_160_ETPU.tflite
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20 changes: 20 additions & 0 deletions yolov8n_full_integer_quant_edgetpu_128_ETPU.log
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Edge TPU Compiler version 16.0.384591198
Input: yolov8n_saved_model/yolov8n_full_integer_quant.tflite
Output: yolov8n_full_integer_quant_edgetpu.tflite

Operator Count Status

RESIZE_NEAREST_NEIGHBOR 2 Mapped to Edge TPU
LOGISTIC 58 Mapped to Edge TPU
PAD 7 Mapped to Edge TPU
TRANSPOSE 6 Mapped to Edge TPU
ADD 8 Mapped to Edge TPU
SOFTMAX 1 Mapped to Edge TPU
STRIDED_SLICE 20 Mapped to Edge TPU
QUANTIZE 2 Mapped to Edge TPU
SUB 2 Mapped to Edge TPU
CONCATENATION 18 Mapped to Edge TPU
RESHAPE 6 Mapped to Edge TPU
MAX_POOL_2D 3 Mapped to Edge TPU
CONV_2D 64 Mapped to Edge TPU
MUL 59 Mapped to Edge TPU
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20 changes: 20 additions & 0 deletions yolov8n_full_integer_quant_edgetpu_160_ETPU.log
Original file line number Diff line number Diff line change
@@ -0,0 +1,20 @@
Edge TPU Compiler version 16.0.384591198
Input: yolov8n_saved_model/yolov8n_full_integer_quant.tflite
Output: yolov8n_full_integer_quant_edgetpu.tflite

Operator Count Status

SOFTMAX 1 Mapped to Edge TPU
RESIZE_NEAREST_NEIGHBOR 2 Mapped to Edge TPU
MUL 59 Mapped to Edge TPU
CONV_2D 64 Mapped to Edge TPU
LOGISTIC 58 Mapped to Edge TPU
RESHAPE 6 Mapped to Edge TPU
MAX_POOL_2D 3 Mapped to Edge TPU
CONCATENATION 18 Mapped to Edge TPU
QUANTIZE 2 Mapped to Edge TPU
SUB 2 Mapped to Edge TPU
ADD 8 Mapped to Edge TPU
TRANSPOSE 6 Mapped to Edge TPU
PAD 7 Mapped to Edge TPU
STRIDED_SLICE 20 Mapped to Edge TPU
Binary file not shown.
20 changes: 20 additions & 0 deletions yolov8s_full_integer_quant_edgetpu_128_ETPU.log
Original file line number Diff line number Diff line change
@@ -0,0 +1,20 @@
Edge TPU Compiler version 16.0.384591198
Input: yolov8s_saved_model/yolov8s_full_integer_quant.tflite
Output: yolov8s_full_integer_quant_edgetpu.tflite

Operator Count Status

QUANTIZE 3 Mapped to Edge TPU
MAX_POOL_2D 3 Mapped to Edge TPU
ADD 8 Mapped to Edge TPU
PAD 7 Mapped to Edge TPU
MUL 59 Mapped to Edge TPU
SUB 2 Mapped to Edge TPU
LOGISTIC 58 Mapped to Edge TPU
TRANSPOSE 6 Mapped to Edge TPU
STRIDED_SLICE 20 Mapped to Edge TPU
RESHAPE 6 Mapped to Edge TPU
SOFTMAX 1 Mapped to Edge TPU
CONCATENATION 18 Mapped to Edge TPU
RESIZE_NEAREST_NEIGHBOR 2 Mapped to Edge TPU
CONV_2D 64 Mapped to Edge TPU
Binary file not shown.
20 changes: 20 additions & 0 deletions yolov8s_full_integer_quant_edgetpu_160_ETPU.log
Original file line number Diff line number Diff line change
@@ -0,0 +1,20 @@
Edge TPU Compiler version 16.0.384591198
Input: yolov8s_saved_model/yolov8s_full_integer_quant.tflite
Output: yolov8s_full_integer_quant_edgetpu.tflite

Operator Count Status

CONCATENATION 18 Mapped to Edge TPU
MAX_POOL_2D 3 Mapped to Edge TPU
RESHAPE 6 Mapped to Edge TPU
LOGISTIC 58 Mapped to Edge TPU
CONV_2D 64 Mapped to Edge TPU
MUL 59 Mapped to Edge TPU
RESIZE_NEAREST_NEIGHBOR 2 Mapped to Edge TPU
SOFTMAX 1 Mapped to Edge TPU
PAD 7 Mapped to Edge TPU
STRIDED_SLICE 20 Mapped to Edge TPU
TRANSPOSE 6 Mapped to Edge TPU
ADD 8 Mapped to Edge TPU
SUB 2 Mapped to Edge TPU
QUANTIZE 3 Mapped to Edge TPU
Binary file not shown.

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