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Benchmarks CUSTOM TFLM LLVM O3
Philipp van Kempen edited this page Nov 16, 2024
·
1 revision
- Spike (
riscv-isa-sim) (ISS, CPI=1)
- LLVM/Clang:
- TODO: Version
- Linker: lld (TODO)
- RISC-V GCC for Headers, libc,...
-
MLPerfTiny Benchmark
-
TODO: others!
-
MLonMCU : main
-
TFLM : main
-
Spike : 0bc176b3fca43560b9e8586cdbc41cfde073e17a
-
Spike PK : 7e9b671c0415dfd7b562ac934feb9380075d4aa2
- Used
-Osflag for compilation. - Benchmarks generated using MLonMCU deployment tool with minimal efforts.
- Memory metrics are reported in Bytes
| Cycles (Speedup) | Total ROM (rel.) | Total RAM (rel.) | VLEN | Kernels | Mode | Arch | Unroll | Auto-Vectorization |
|---|---|---|---|---|---|---|---|---|
43744941 ( 0.3x ) |
184988 ( 0.824 ) |
36148 ( 1.0 ) |
0 | TFLM | Reference | RV32GC | 1 | - |
30274641 ( 0.4x ) |
176782 ( 0.788 ) |
36156 ( 1.0 ) |
128 | TFLM | Reference | RV32GCV | 1 | Loop+SLP |
28775843 ( 0.4x ) |
176782 ( 0.788 ) |
36156 ( 1.0 ) |
256 | TFLM | Reference | RV32GCV | 1 | Loop+SLP |
28071579 ( 0.5x ) |
176782 ( 0.788 ) |
36156 ( 1.0 ) |
512 | TFLM | Reference | RV32GCV | 1 | Loop+SLP |
27722836 ( 0.5x ) |
176782 ( 0.788 ) |
36156 ( 1.0 ) |
1024 | TFLM | Reference | RV32GCV | 1 | Loop+SLP |
45618312 ( 0.3x ) |
176782 ( 0.788 ) |
36156 ( 1.0 ) |
2048 | TFLM | Reference | RV32GCV | 1 | Loop+SLP |
45628479 ( 0.3x ) |
176782 ( 0.788 ) |
36156 ( 1.0 ) |
4096 | TFLM | Reference | RV32GCV | 1 | Loop+SLP |
12762261 ( Base ) |
224482 ( Base ) |
36148 ( Base ) |
0 | muRISCV-NN | Scalar | RV32GC | 1 | - |
5441657 ( 2.3x ) |
207008 ( 0.922 ) |
36156 ( 1.0 ) |
128 | muRISCV-NN | Scalar | RV32GCV | 1 | Loop+SLP |
4987314 ( 2.6x ) |
207008 ( 0.922 ) |
36156 ( 1.0 ) |
256 | muRISCV-NN | Scalar | RV32GCV | 1 | Loop+SLP |
4650042 ( 2.7x ) |
207008 ( 0.922 ) |
36156 ( 1.0 ) |
512 | muRISCV-NN | Scalar | RV32GCV | 1 | Loop+SLP |
5430891 ( 2.3x ) |
207008 ( 0.922 ) |
36156 ( 1.0 ) |
1024 | muRISCV-NN | Scalar | RV32GCV | 1 | Loop+SLP |
14405776 ( 0.9x ) |
207008 ( 0.922 ) |
36156 ( 1.0 ) |
2048 | muRISCV-NN | Scalar | RV32GCV | 1 | Loop+SLP |
14412554 ( 0.9x ) |
207008 ( 0.922 ) |
36156 ( 1.0 ) |
4096 | muRISCV-NN | Scalar | RV32GCV | 1 | Loop+SLP |
4134844 ( 3.1x ) |
217420 ( 0.969 ) |
36148 ( 1.0 ) |
128 | muRISCV-NN | Vector | RV32GCV | 1 | - |
2874138 ( 4.4x ) |
217420 ( 0.969 ) |
36148 ( 1.0 ) |
256 | muRISCV-NN | Vector | RV32GCV | 1 | - |
2193828 ( 5.8x ) |
217420 ( 0.969 ) |
36148 ( 1.0 ) |
512 | muRISCV-NN | Vector | RV32GCV | 1 | - |
2151344 ( 5.9x ) |
217420 ( 0.969 ) |
36148 ( 1.0 ) |
1024 | muRISCV-NN | Vector | RV32GCV | 1 | - |
2154733 ( 5.9x ) |
217420 ( 0.969 ) |
36148 ( 1.0 ) |
2048 | muRISCV-NN | Vector | RV32GCV | 1 | - |
2158122 ( 5.9x ) |
217420 ( 0.969 ) |
36148 ( 1.0 ) |
4096 | muRISCV-NN | Vector | RV32GCV | 1 | - |
| Cycles (Speedup) | Total ROM (rel.) | Total RAM (rel.) | VLEN | Kernels | Mode | Arch | Unroll | Auto-Vectorization |
|---|---|---|---|---|---|---|---|---|
103172599 ( 0.5x ) |
230296 ( 0.905 ) |
68916 ( 1.0 ) |
0 | TFLM | Reference | RV32GC | 1 | - |
52726655 ( 0.9x ) |
219378 ( 0.862 ) |
68924 ( 1.0 ) |
128 | TFLM | Reference | RV32GCV | 1 | Loop+SLP |
45065220 ( 1.0x ) |
219378 ( 0.862 ) |
68924 ( 1.0 ) |
256 | TFLM | Reference | RV32GCV | 1 | Loop+SLP |
89148488 ( 0.5x ) |
219378 ( 0.862 ) |
68924 ( 1.0 ) |
512 | TFLM | Reference | RV32GCV | 1 | Loop+SLP |
117445975 ( 0.4x ) |
219378 ( 0.862 ) |
68924 ( 1.0 ) |
1024 | TFLM | Reference | RV32GCV | 1 | Loop+SLP |
134767789 ( 0.3x ) |
219378 ( 0.862 ) |
68924 ( 1.0 ) |
2048 | TFLM | Reference | RV32GCV | 1 | Loop+SLP |
134777956 ( 0.3x ) |
219378 ( 0.862 ) |
68924 ( 1.0 ) |
4096 | TFLM | Reference | RV32GCV | 1 | Loop+SLP |
47066297 ( Base ) |
254392 ( Base ) |
68912 ( Base ) |
0 | muRISCV-NN | Scalar | RV32GC | 1 | - |
11915160 ( 4.0x ) |
239236 ( 0.94 ) |
68920 ( 1.0 ) |
128 | muRISCV-NN | Scalar | RV32GCV | 1 | Loop+SLP |
11575114 ( 4.1x ) |
239236 ( 0.94 ) |
68920 ( 1.0 ) |
256 | muRISCV-NN | Scalar | RV32GCV | 1 | Loop+SLP |
14598011 ( 3.2x ) |
239236 ( 0.94 ) |
68920 ( 1.0 ) |
512 | muRISCV-NN | Scalar | RV32GCV | 1 | Loop+SLP |
16166934 ( 2.9x ) |
239236 ( 0.94 ) |
68920 ( 1.0 ) |
1024 | muRISCV-NN | Scalar | RV32GCV | 1 | Loop+SLP |
16870635 ( 2.8x ) |
239236 ( 0.94 ) |
68920 ( 1.0 ) |
2048 | muRISCV-NN | Scalar | RV32GCV | 1 | Loop+SLP |
36764323 ( 1.3x ) |
239236 ( 0.94 ) |
68920 ( 1.0 ) |
4096 | muRISCV-NN | Scalar | RV32GCV | 1 | Loop+SLP |
15308395 ( 3.1x ) |
248474 ( 0.977 ) |
68912 ( 1.0 ) |
128 | muRISCV-NN | Vector | RV32GCV | 1 | - |
9723407 ( 4.8x ) |
248474 ( 0.977 ) |
68912 ( 1.0 ) |
256 | muRISCV-NN | Vector | RV32GCV | 1 | - |
7176673 ( 6.6x ) |
248474 ( 0.977 ) |
68912 ( 1.0 ) |
512 | muRISCV-NN | Vector | RV32GCV | 1 | - |
5934097 ( 7.9x ) |
248474 ( 0.977 ) |
68912 ( 1.0 ) |
1024 | muRISCV-NN | Vector | RV32GCV | 1 | - |
5008998 ( 9.4x ) |
248474 ( 0.977 ) |
68912 ( 1.0 ) |
2048 | muRISCV-NN | Vector | RV32GCV | 1 | - |
4763183 ( 9.9x ) |
248474 ( 0.977 ) |
68912 ( 1.0 ) |
4096 | muRISCV-NN | Vector | RV32GCV | 1 | - |
| Cycles (Speedup) | Total ROM (rel.) | Total RAM (rel.) | VLEN | Kernels | Mode | Arch | Unroll | Auto-Vectorization |
|---|---|---|---|---|---|---|---|---|
2172235 ( 0.6x ) |
354834 ( 0.972 ) |
19384 ( 1.0 ) |
0 | TFLM | Reference | RV32GC | 1 | - |
804320 ( 1.7x ) |
348234 ( 0.954 ) |
19384 ( 1.0 ) |
128 | TFLM | Reference | RV32GCV | 1 | Loop+SLP |
631456 ( 2.1x ) |
348234 ( 0.954 ) |
19384 ( 1.0 ) |
256 | TFLM | Reference | RV32GCV | 1 | Loop+SLP |
540992 ( 2.5x ) |
348234 ( 0.954 ) |
19384 ( 1.0 ) |
512 | TFLM | Reference | RV32GCV | 1 | Loop+SLP |
495760 ( 2.7x ) |
348234 ( 0.954 ) |
19384 ( 1.0 ) |
1024 | TFLM | Reference | RV32GCV | 1 | Loop+SLP |
473144 ( 2.9x ) |
348234 ( 0.954 ) |
19384 ( 1.0 ) |
2048 | TFLM | Reference | RV32GCV | 1 | Loop+SLP |
2421552 ( 0.6x ) |
348234 ( 0.954 ) |
19384 ( 1.0 ) |
4096 | TFLM | Reference | RV32GCV | 1 | Loop+SLP |
1355958 ( Base ) |
365130 ( Base ) |
19384 ( Base ) |
0 | muRISCV-NN | Scalar | RV32GC | 1 | - |
552375 ( 2.5x ) |
356532 ( 0.976 ) |
19384 ( 1.0 ) |
128 | muRISCV-NN | Scalar | RV32GCV | 1 | Loop+SLP |
465699 ( 2.9x ) |
356532 ( 0.976 ) |
19384 ( 1.0 ) |
256 | muRISCV-NN | Scalar | RV32GCV | 1 | Loop+SLP |
420483 ( 3.2x ) |
356532 ( 0.976 ) |
19384 ( 1.0 ) |
512 | muRISCV-NN | Scalar | RV32GCV | 1 | Loop+SLP |
397875 ( 3.4x ) |
356532 ( 0.976 ) |
19384 ( 1.0 ) |
1024 | muRISCV-NN | Scalar | RV32GCV | 1 | Loop+SLP |
386571 ( 3.5x ) |
356532 ( 0.976 ) |
19384 ( 1.0 ) |
2048 | muRISCV-NN | Scalar | RV32GCV | 1 | Loop+SLP |
1368879 ( 1.0x ) |
356532 ( 0.976 ) |
19384 ( 1.0 ) |
4096 | muRISCV-NN | Scalar | RV32GCV | 1 | Loop+SLP |
587274 ( 2.3x ) |
360912 ( 0.988 ) |
19384 ( 1.0 ) |
128 | muRISCV-NN | Vector | RV32GCV | 1 | - |
470594 ( 2.9x ) |
360912 ( 0.988 ) |
19384 ( 1.0 ) |
256 | muRISCV-NN | Vector | RV32GCV | 1 | - |
412254 ( 3.3x ) |
360912 ( 0.988 ) |
19384 ( 1.0 ) |
512 | muRISCV-NN | Vector | RV32GCV | 1 | - |
383408 ( 3.5x ) |
360912 ( 0.988 ) |
19384 ( 1.0 ) |
1024 | muRISCV-NN | Vector | RV32GCV | 1 | - |
379777 ( 3.6x ) |
360912 ( 0.988 ) |
19384 ( 1.0 ) |
2048 | muRISCV-NN | Vector | RV32GCV | 1 | - |
377921 ( 3.6x ) |
360912 ( 0.988 ) |
19384 ( 1.0 ) |
4096 | muRISCV-NN | Vector | RV32GCV | 1 | - |
| Cycles (Speedup) | Total ROM (rel.) | Total RAM (rel.) | VLEN | Kernels | Mode | Arch | Unroll | Auto-Vectorization |
|---|---|---|---|---|---|---|---|---|
108773568 ( 0.4x ) |
459112 ( 0.921 ) |
134476 ( 1.0 ) |
0 | TFLM | Reference | RV32GC | 1 | - |
72681675 ( 0.5x ) |
450472 ( 0.903 ) |
134484 ( 1.0 ) |
128 | TFLM | Reference | RV32GCV | 1 | Loop+SLP |
70405415 ( 0.5x ) |
450472 ( 0.903 ) |
134484 ( 1.0 ) |
256 | TFLM | Reference | RV32GCV | 1 | Loop+SLP |
70819959 ( 0.5x ) |
450472 ( 0.903 ) |
134484 ( 1.0 ) |
512 | TFLM | Reference | RV32GCV | 1 | Loop+SLP |
77504860 ( 0.5x ) |
450472 ( 0.903 ) |
134484 ( 1.0 ) |
1024 | TFLM | Reference | RV32GCV | 1 | Loop+SLP |
84902960 ( 0.4x ) |
450472 ( 0.903 ) |
134484 ( 1.0 ) |
2048 | TFLM | Reference | RV32GCV | 1 | Loop+SLP |
113653201 ( 0.3x ) |
450472 ( 0.903 ) |
134484 ( 1.0 ) |
4096 | TFLM | Reference | RV32GCV | 1 | Loop+SLP |
38161972 ( Base ) |
498608 ( Base ) |
134476 ( Base ) |
0 | muRISCV-NN | Scalar | RV32GC | 1 | - |
17726201 ( 2.2x ) |
480700 ( 0.964 ) |
134484 ( 1.0 ) |
128 | muRISCV-NN | Scalar | RV32GCV | 1 | Loop+SLP |
17260819 ( 2.2x ) |
480700 ( 0.964 ) |
134484 ( 1.0 ) |
256 | muRISCV-NN | Scalar | RV32GCV | 1 | Loop+SLP |
18508291 ( 2.1x ) |
480700 ( 0.964 ) |
134484 ( 1.0 ) |
512 | muRISCV-NN | Scalar | RV32GCV | 1 | Loop+SLP |
21845416 ( 1.7x ) |
480700 ( 0.964 ) |
134484 ( 1.0 ) |
1024 | muRISCV-NN | Scalar | RV32GCV | 1 | Loop+SLP |
25581497 ( 1.5x ) |
480700 ( 0.964 ) |
134484 ( 1.0 ) |
2048 | muRISCV-NN | Scalar | RV32GCV | 1 | Loop+SLP |
40407453 ( 0.9x ) |
480700 ( 0.964 ) |
134484 ( 1.0 ) |
4096 | muRISCV-NN | Scalar | RV32GCV | 1 | Loop+SLP |
13538800 ( 2.8x ) |
491546 ( 0.986 ) |
134476 ( 1.0 ) |
128 | muRISCV-NN | Vector | RV32GCV | 1 | - |
10206184 ( 3.7x ) |
491546 ( 0.986 ) |
134476 ( 1.0 ) |
256 | muRISCV-NN | Vector | RV32GCV | 1 | - |
8909812 ( 4.3x ) |
491546 ( 0.986 ) |
134476 ( 1.0 ) |
512 | muRISCV-NN | Vector | RV32GCV | 1 | - |
8404302 ( 4.5x ) |
491546 ( 0.986 ) |
134476 ( 1.0 ) |
1024 | muRISCV-NN | Vector | RV32GCV | 1 | - |
8359304 ( 4.6x ) |
491546 ( 0.986 ) |
134476 ( 1.0 ) |
2048 | muRISCV-NN | Vector | RV32GCV | 1 | - |
8362693 ( 4.6x ) |
491546 ( 0.986 ) |
134476 ( 1.0 ) |
4096 | muRISCV-NN | Vector | RV32GCV | 1 | - |
Click here to download the raw files for this benchmark.
2024-11-26
- TFLM
- GCC
- O3 Spike (RV32) (spike_rv32)
- Os Spike (RV32) (spike_rv32)
- LLVM
- O3 Spike (RV32) (spike_rv32)
- Os Spike (RV32) (spike_rv32)
- TVM
- GCC
- O3 Spike (RV32) (spike_rv32)
- Os Spike (RV32) (spike_rv32)
- LLVM
- O3 Spike (RV32) (spike_rv32)
- Os Spike (RV32) (spike_rv32)
Spike (RV32, Embedded) (spike_rv32_min)
Spike (RV64) (spike_rv64)
Spike (RV32, Embedded) (spike_rv32_min)
Spike (RV64) (spike_rv64)
Spike (RV32, Embedded) (spike_rv32_min)
Spike (RV64) (spike_rv64)
Spike (RV32, Embedded) (spike_rv32_min)
Spike (RV64) (spike_rv64)
Spike (RV32, Embedded) (spike_rv32_min)
Spike (RV64) (spike_rv64)
Spike (RV32, Embedded) (spike_rv32_min)
Spike (RV64) (spike_rv64)
Spike (RV32, Embedded) (spike_rv32_min)
Spike (RV64) (spike_rv64)
Spike (RV32, Embedded) (spike_rv32_min)
Spike (RV64) (spike_rv64)
2024-11-21
- TFLM
- GCC
- O3 Spike (RV32) (spike_rv32)
- Os Spike (RV32) (spike_rv32)
- LLVM
- O3 Spike (RV32) (spike_rv32)
- Os Spike (RV32) (spike_rv32)
- TVM
- GCC
- O3 Spike (RV32) (spike_rv32)
- Os Spike (RV32) (spike_rv32)
- LLVM
- O3 Spike (RV32) (spike_rv32)
- Os Spike (RV32) (spike_rv32)
Spike (RV32, Embedded) (spike_rv32_min)
Spike (RV64) (spike_rv64)
Spike (RV32, Embedded) (spike_rv32_min)
Spike (RV64) (spike_rv64)
Spike (RV32, Embedded) (spike_rv32_min)
Spike (RV64) (spike_rv64)
Spike (RV32, Embedded) (spike_rv32_min)
Spike (RV64) (spike_rv64)
Spike (RV32, Embedded) (spike_rv32_min)
Spike (RV64) (spike_rv64)
Spike (RV32, Embedded) (spike_rv32_min)
Spike (RV64) (spike_rv64)
Spike (RV32, Embedded) (spike_rv32_min)
Spike (RV64) (spike_rv64)
Spike (RV32, Embedded) (spike_rv32_min)
Spike (RV64) (spike_rv64)
2024-11-19
- TFLM
- GCC
- Os Spike (RV32) (spike_rv32)
- LLVM
- Os Spike (RV32) (spike_rv32)
- TVM
- GCC
- Os Spike (RV32) (spike_rv32)
- LLVM
- Os Spike (RV32) (spike_rv32)
Spike (RV64) (spike_rv64)
Spike (RV64) (spike_rv64)
Spike (RV64) (spike_rv64)
Spike (RV64) (spike_rv64)
2024-11-18
- TFLM
- GCC
- Os Spike (RV32) (spike_rv32)
- LLVM
- Os Spike (RV32) (spike_rv32)
- TVM
- GCC
- Os Spike (RV32) (spike_rv32)
- LLVM
- Os Spike (RV32) (spike_rv32)
Spike (RV64) (spike_rv64)
Spike (RV64) (spike_rv64)
Spike (RV64) (spike_rv64)
Spike (RV64) (spike_rv64)
2024-07-12
- TFLM
- GCC
- Os Spike (RV64) (spike_rv64)
- LLVM
- Os Spike (RV64) (spike_rv64)
- TVM
- GCC
- Os Spike (RV64) (spike_rv64)
- LLVM
- Os Spike (RV64) (spike_rv64)
2024-03-02
2024-11-26
- TFLM
- GCC
- O3 Spike (RV32) (spike_rv32)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Os Spike (RV32) (spike_rv32)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- LLVM
- O3 Spike (RV32) (spike_rv32)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Os Spike (RV32) (spike_rv32)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- TVM
- GCC
- O3 Spike (RV32) (spike_rv32)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Os Spike (RV32) (spike_rv32)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- LLVM
- O3 Spike (RV32) (spike_rv32)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Os Spike (RV32) (spike_rv32)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
2024-11-21
- TFLM
- GCC
- O3 Spike (RV32) (spike_rv32)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Os Spike (RV32) (spike_rv32)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- LLVM
- O3 Spike (RV32) (spike_rv32)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Os Spike (RV32) (spike_rv32)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- TVM
- GCC
- O3 Spike (RV32) (spike_rv32)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Os Spike (RV32) (spike_rv32)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- LLVM
- O3 Spike (RV32) (spike_rv32)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Os Spike (RV32) (spike_rv32)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
2024-11-19
- TFLM
- GCC
- Os Spike (RV32) (spike_rv32)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- LLVM
- Os Spike (RV32) (spike_rv32)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- TVM
- GCC
- Os Spike (RV32) (spike_rv32)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- LLVM
- Os Spike (RV32) (spike_rv32)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
2024-11-18
- TFLM
- GCC
- Os Spike (RV32) (spike_rv32)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- LLVM
- Os Spike (RV32) (spike_rv32)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- TVM
- GCC
- Os Spike (RV32) (spike_rv32)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- LLVM
- Os Spike (RV32) (spike_rv32)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
2024-07-12
- TFLM
- GCC
- Os Spike (RV64) (spike_rv64)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- LLVM
- Os Spike (RV64) (spike_rv64)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- TVM
- GCC
- Os Spike (RV64) (spike_rv64)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- LLVM
- Os Spike (RV64) (spike_rv64)
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
2024-06-29
- TFLM
- GCC
- Os SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- LLVM
- Os SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- TVM
- GCC
- Os SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- LLVM
- Os SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
2024-03-02
- TFLM
- GCC
- O3 SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Os SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- LLVM
- O3 SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Os SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- TVM
- GCC
- O3 SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Os SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- LLVM
- O3 SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- Os SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
2024-02-26
- TFLM
- GCC
- s SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- LLVM
- s SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- TVM
- GCC
- s SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- LLVM
- s SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
2024-02-23
- TFLM
- GCC
- s SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- LLVM
- s SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- TVM
- GCC
- s SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- LLVM
- s SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
2024-02-22
- TFLM
- GCC
- s SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- LLVM
- s SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- TVM
- GCC
- s SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- LLVM
- s SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
2024-02-20
- TFLM
- GCC
- s SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- LLVM
- s SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- TVM
- GCC
- s SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- LLVM
- s SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
2024-02-11
- TFLM
- GCC
- s SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- LLVM
- s SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- TVM
- GCC
- s SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- LLVM
- s SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
2023-12-22
- TFLM
- GCC
- s SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)
- TVM
- GCC
- s SpikeRV32
- Audio Wake Words (aww)
- Image Classification (resnet)
- Anomaly Detection (toycar)
- Visual Wake Words (vww)