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| author | Patrik Gustavsson <patrik.gustavsson@arm.com> | 2021-06-28 07:41:58 +0200 |
|---|---|---|
| committer | Patrik Gustavsson <patrik.gustavsson@arm.com> | 2021-07-08 10:57:25 +0200 |
| commit | 8f1f9aaa58175b17cd2e505bfcdb0e40c955ea72 (patch) | |
| tree | 0174f8ef15007f5e220cfc4d283046451282102e /ethosu/vela/vela.py | |
| parent | 6f4955aa7097b123bbf31aae4654547bb3e3c68c (diff) | |
| download | ethos-u-vela-8f1f9aaa58175b17cd2e505bfcdb0e40c955ea72.tar.gz | |
MLBEDSW-4838 Added basic TOSA support.
Added basic TOSA support, enabling Vela to
read and compile a .tosa file corresponding to
CONV2D + Rescale + Clamp, and writing it to an
optimized .tflite file.
The optimized .tflite file, will in this case, hold
a commandstream where the Rescale and Clamp has been
fused into the CONV2D.
The optimized tflite file is not output from Vela.
-Added support to read .tosa file into Vela
internal structure.
- Added tosa_reader.py, tosa_mapper.py and
helper files stored under tosa/
- Support for this limited to ~10 ops
-Added reader_util.py for functions common
for TOSA and TFLite
-Added tosa_graph_optimiser.py
-Added support to fuse Rescale into convolution
-Modified handling for padding
-Added support to fuse Clamp to previous op
-Added graph_optimiser_util.py
-Moved functions common for TOSA/TFLite graph
optimization to this file.
-Renamed graph_optimiser.py to tflite_graph_optmiser.py
-Added separate tosa_supported_operators.py
-Added supported_operator_util.py
-For functions in common for TOSA/TFLite
Signed-off-by: Patrik Gustavsson <patrik.gustavsson@arm.com>
Change-Id: Ic3c540504ec8c5eb4771397fdc6882050ecf33ab
Diffstat (limited to 'ethosu/vela/vela.py')
| -rw-r--r-- | ethosu/vela/vela.py | 4 |
1 files changed, 2 insertions, 2 deletions
diff --git a/ethosu/vela/vela.py b/ethosu/vela/vela.py index f552b21e..ecdc7aa7 100644 --- a/ethosu/vela/vela.py +++ b/ethosu/vela/vela.py @@ -54,7 +54,7 @@ def process(input_name, enable_debug_db, arch, model_reader_options, compiler_op output_basename = os.path.join(compiler_options.output_dir, os.path.splitext(os.path.basename(input_name))[0]) DebugDatabase.show_warnings = enable_debug_db - nng = model_reader.read_model(input_name, model_reader_options) + nng, network_type = model_reader.read_model(input_name, model_reader_options) if not nng: raise InputFileError(input_name, "Input file could not be read") @@ -67,7 +67,7 @@ def process(input_name, enable_debug_db, arch, model_reader_options, compiler_op print("Model reading took %f s" % (stop - start)) start = time.time() - compiler_driver.compiler_driver(nng, arch, compiler_options, scheduler_options) + compiler_driver.compiler_driver(nng, arch, compiler_options, scheduler_options, network_type) summary_csv_file = "{0}_summary_{1}.csv".format(output_basename, arch.system_config) stats_writer.write_summary_metrics_csv(nng, summary_csv_file, arch) |