alibaba / TinyNeuralNetwork
File Size

The distribution of size of files (measured in lines of code).

Intro
Learn more...
File Size Overall
73% | 5% | 13% | 4% | 2%
Legend:
1001+
501-1000
201-500
101-200
1-100


explore: grouped by folders | grouped by size | sunburst | 3D view
File Size per Extension
1001+
501-1000
201-500
101-200
1-100
py75% | 5% | 11% | 4% | 2%
ipynb0% | 0% | 89% | 10% | 0%
toml0% | 0% | 0% | 0% | 100%
File Size per Logical Decomposition
primary
1001+
501-1000
201-500
101-200
1-100
tinynn72% | 5% | 13% | 5% | 2%
models87% | 6% | 4% | 1% | <1%
tutorials0% | 0% | 89% | 10% | 0%
contrib0% | 0% | 100% | 0% | 0%
scripts0% | 0% | 0% | 54% | 45%
ROOT0% | 0% | 0% | 0% | 100%
Longest Files (Top 50)
File# lines# units
aten_schema.py
in tinynn/converter/schemas/torch
4261 784
optimize.py
in tinynn/converter/operators
3868 103
aten.py
in tinynn/converter/operators/torch
3397 160
generated_ops.py
in tinynn/converter/operators/tflite
3297 295
quantizer.py
in tinynn/graph/quantization
3279 55
2727 2
tracer.py
in tinynn/graph
2599 108
modifier.py
in tinynn/graph
2585 142
2116 2
1535 2
1267 2
1069 2
yolov4.py
in models
1010 2
hrnet125.py
in models
697 2
base.py
in tinynn/converter/operators/torch
649 43
qat_modules.py
in tinynn/graph/quantization
572 27
transformable.py
in tinynn/converter/operators/tflite
550 11
rexnetv1.py
in models
476 2
base.py
in tinynn/converter
475 17
graph.py
in tinynn/converter/operators
472 26
basic.ipynb
in tutorials/quantization
437 -
base.py
in tinynn/converter/operators/tflite
378 26
gru.py
in tinynn/graph/quantization/quantizable
338 18
basic.ipynb
in tutorials/pruning
306 -
quantized.py
in tinynn/converter/operators/torch
301 28
op_version.py
in tinynn/converter/operators
294 3
quantized_schema.py
in tinynn/converter/schemas/torch
283 53
netadapt_pruner.py
in tinynn/prune
278 10
tflite2tf.py
in contrib/tflite2tf
276 16
_utils.py
in tinynn/graph
254 8
cross_layer_equalization.py
in tinynn/graph/quantization/algorithm
252 14
tensorrt.py
in tinynn/converter/utils
252 13
cifar10.py
in tinynn/util
242 6
235 6
__init__.py
in tinynn/converter/operators/torch
227 -
hybrid_quantizer.py
in tinynn/converter/operators
216 7
basic.ipynb
in tutorials/model_conversion
201 -
184 2
modules.py
in tinynn/llm_quant
180 6
base_pruner.py
in tinynn/prune
178 12
gen_funcs_yml.py
in tinynn/graph/configs
163 1
prim.py
in tinynn/converter/operators/torch
162 15
converter_util.py
in tinynn/util
141 7
train_util.py
in tinynn/util
130 7
modules.py
in tinynn/graph/quantization
127 12
oneshot_pruner.py
in tinynn/prune
126 7
util.py
in tinynn/util
126 15
admm_pruner.py
in tinynn/prune
115 6
options.ipynb
in tutorials/model_conversion
115 -
observer.py
in tinynn/graph/quantization
107 6
Files With Most Units (Top 50)
File# lines# units
aten_schema.py
in tinynn/converter/schemas/torch
4261 784
generated_ops.py
in tinynn/converter/operators/tflite
3297 295
aten.py
in tinynn/converter/operators/torch
3397 160
modifier.py
in tinynn/graph
2585 142
tracer.py
in tinynn/graph
2599 108
optimize.py
in tinynn/converter/operators
3868 103
quantizer.py
in tinynn/graph/quantization
3279 55
quantized_schema.py
in tinynn/converter/schemas/torch
283 53
base.py
in tinynn/converter/operators/torch
649 43
quantized.py
in tinynn/converter/operators/torch
301 28
qat_modules.py
in tinynn/graph/quantization
572 27
graph.py
in tinynn/converter/operators
472 26
base.py
in tinynn/converter/operators/tflite
378 26
gru.py
in tinynn/graph/quantization/quantizable
338 18
base.py
in tinynn/converter
475 17
tflite2tf.py
in contrib/tflite2tf
276 16
util.py
in tinynn/util
126 15
masker.py
in tinynn/graph
70 15
prim.py
in tinynn/converter/operators/torch
162 15
cross_layer_equalization.py
in tinynn/graph/quantization/algorithm
252 14
tensorrt.py
in tinynn/converter/utils
252 13
base_pruner.py
in tinynn/prune
178 12
modules.py
in tinynn/graph/quantization
127 12
transformable.py
in tinynn/converter/operators/tflite
550 11
netadapt_pruner.py
in tinynn/prune
278 10
fake_quantize.py
in tinynn/graph/quantization
86 9
bn_restore.py
in tinynn/util
72 8
_utils.py
in tinynn/graph
254 8
torchvision_schema.py
in tinynn/converter/schemas/torch
42 8
oneshot_pruner.py
in tinynn/prune
126 7
converter_util.py
in tinynn/util
141 7
train_util.py
in tinynn/util
130 7
hybrid_quantizer.py
in tinynn/converter/operators
216 7
modules.py
in tinynn/llm_quant
180 6
admm_pruner.py
in tinynn/prune
115 6
235 6
cifar10.py
in tinynn/util
242 6
fused_modules.py
in tinynn/graph/quantization
103 6
utils.py
in tinynn/graph/quantization
81 6
observer.py
in tinynn/graph/quantization
107 6
half_quantizer.py
in tinynn/converter/operators
67 6
102 5
distributed_util.py
in tinynn/util
22 5
gen_op_docs.py
in scripts
84 4
custom.py
in tinynn/converter/operators/tflite
86 4
llama.py
in tinynn/llm_quant
98 3
interop.py
in tinynn/graph
19 3
rewriter.py
in tinynn/graph
28 3
op_version.py
in tinynn/converter/operators
294 3
yolov4.py
in models
1010 2
Files With Long Lines (Top 11)

There are 11 files with lines longer than 120 characters. In total, there are 1382 long lines.

File# lines# units# long lines
yolov4.py
in models
1010 2 505
aten_schema.py
in tinynn/converter/schemas/torch
4261 784 288
hrnet125.py
in models
697 2 245
1267 2 170
rexnetv1.py
in models
476 2 75
quantized_schema.py
in tinynn/converter/schemas/torch
283 53 41
basic.ipynb
in tutorials/quantization
437 - 31
options.ipynb
in tutorials/model_conversion
115 - 12
basic.ipynb
in tutorials/pruning
306 - 9
torchvision_schema.py
in tinynn/converter/schemas/torch
42 8 5
basic.ipynb
in tutorials/model_conversion
201 - 1