Commit df6d8f06 authored by Gustavo Valiente's avatar Gustavo Valiente

Performance section added

parent 762358a7
# pocket-tensor
pocket-tensor is a [Kerasify](https://github.com/moof2k/kerasify) fork designed for running trained Keras models from a C++ application on embedded devices.
pocket-tensor is an [arquolo's](https://github.com/arquolo) [Kerasify](https://github.com/moof2k/kerasify) fork designed for running trained Keras models from a C++ application on embedded devices.
## Design goals
......@@ -141,12 +141,12 @@ model.add(Dropout(0.5))
model.add(Dense(num_classes, activation='sigmoid'))
```
| Library | Elapsed time (μs) |
| ------------- | ----------------: |
| Keras | 23363 |
| Kerasify | 64238 |
| frugally-deep | 29298 |
| pocket-tensor | 27329 |
| Library | Elapsed time (μs) |
| ------------------ | ----------------: |
| Keras | 23363 |
| arquolo's Kerasify | 64238 |
| frugally-deep | 29298 |
| pocket-tensor | 27329 |
### LSTM
......@@ -158,9 +158,9 @@ model.add(LSTM(128, return_sequences=False, dropout=0.2, recurrent_dropout=0.2))
model.add(Dense(1, activation='sigmoid'))
```
| Library | Elapsed time (μs) |
| ------------- | ----------------: |
| Keras | 89344 |
| Kerasify | 79060 |
| frugally-deep | Not supported |
| pocket-tensor | 67115 |
| Library | Elapsed time (μs) |
| ------------------ | ----------------: |
| Keras | 89344 |
| arquolo's Kerasify | 79060 |
| frugally-deep | Not supported |
| pocket-tensor | 67115 |
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