diff options
| author | Patrik Gustavsson <patrik.gustavsson@arm.com> | 2020-08-24 16:26:11 +0200 |
|---|---|---|
| committer | tim.hall <tim.hall@arm.com> | 2020-08-26 09:37:01 +0000 |
| commit | 90831bc18d45008b703e59aad0594026beb7da82 (patch) | |
| tree | 6b647996160ba8ecd037da1e15c91f55d4b0f665 /ethosu/vela/scheduler.py | |
| parent | d47cc2777f3a3f371958c30a3c1880f692b0b0a2 (diff) | |
| download | ethos-u-vela-90831bc18d45008b703e59aad0594026beb7da82.tar.gz | |
MLBED-2822 Added CLI-opt for weight size est.
Added --weight-estimation-scaling, which enables
additional scaling of weight compression scale estimate.
Signed-off-by: Patrik Gustavsson <patrik.gustavsson@arm.com>
Change-Id: Idcda41257f44901d3a3f345341e07fb1ae8585a9
Diffstat (limited to 'ethosu/vela/scheduler.py')
| -rw-r--r-- | ethosu/vela/scheduler.py | 11 |
1 files changed, 8 insertions, 3 deletions
diff --git a/ethosu/vela/scheduler.py b/ethosu/vela/scheduler.py index f3b3a79c..9a8215d5 100644 --- a/ethosu/vela/scheduler.py +++ b/ethosu/vela/scheduler.py @@ -608,7 +608,10 @@ class DynamicProgrammingScheduler: base_sram_used = 0 for tens in ps.intermediates: if tens.mem_area == self.mem_area: - base_sram_used += tens.storage_size() + if tens.purpose == TensorPurpose.Weights: + base_sram_used = tens.storage_size(self.arch.weight_estimation_scaling) + else: + base_sram_used += tens.storage_size() all_block_configs = self.get_block_configs(ps) for block_config in all_block_configs: @@ -718,7 +721,7 @@ class DynamicProgrammingScheduler: ) ] sram_used += ifm_tensor.storage_size_for_sub_purpose( - TensorSubPurpose.RollingBufferY, rolling_buffer_y, None + self.arch, TensorSubPurpose.RollingBufferY, rolling_buffer_y, None ) all_candidates.extend(self.append_sram_rewrite_list(sram_used, rewrite_list, [strat_opt])) @@ -779,7 +782,9 @@ class DynamicProgrammingScheduler: for tens in ps.intermediates: if tens.mem_area == self.mem_area: if tens.purpose == TensorPurpose.Weights: - sram_used += tens.storage_size_for_sub_purpose(TensorSubPurpose.DoubleBuffer, block_config[3]) + sram_used += tens.storage_size_for_sub_purpose( + self.arch, TensorSubPurpose.DoubleBuffer, block_config[3] + ) rewrite_list.append( ( SchedulerRewrite.ChangeTensorSubPurpose, |