sconce
0.0.2
sconce: E2E AutoML Model Compression Package
Usage
Workflow
Model Compression Techniques
Tutorials
Efficient-Hyperparameter Auto Sensitivity Seach
Features
Reference
ToDo
sconce
Index
Index
A
|
C
|
F
|
G
|
L
|
M
|
P
|
Q
|
S
A
apply_channel_sorting() (pruner.prune method)
C
channel_prune() (pruner.prune method)
channel_prune_layerwise() (pruner.prune method)
compare_models() (perf.performance method)
CWP_Pruning() (pruner.prune method)
F
find_instance() (pruner.prune method)
fine_grained_prune() (pruner.prune method)
G
get_input_channel_importance() (pruner.prune method)
get_input_channel_importance_channel() (pruner.prune method)
get_model_macs() (perf.performance method)
get_model_size() (perf.performance method)
get_model_size_weights() (perf.performance method)
get_model_sparsity() (perf.performance method)
get_num_channels_to_keep() (pruner.prune method)
get_num_parameters() (perf.performance method)
get_sparsity() (perf.performance method)
GMP_apply() (pruner.prune method)
GMP_Pruning() (pruner.prune method)
L
load_torchscript_model() (perf.performance method)
M
measure_inference_latency() (perf.performance method)
measure_latency() (perf.performance method)
module
perf
pruner
quanter
P
perf
module
performance (class in perf)
plot_weight_distribution() (perf.performance method)
print_model_size() (perf.performance method)
prune (class in pruner)
pruner
module
Q
qat() (quanter.quantization method)
quanter
module
quantization (class in quanter)
S
save_torchscript_model() (perf.performance method)
sensitivity_scan() (pruner.prune method)