Core ML: drop fp32, fp16 is equivalent in use
Browse filesfp16 and fp32 were kept side by side pending review; they are indistinguishable in use (93.4% (s) and 93.9% (x) by a segmentation-shaped metric; confirmed visually identical on device), and fp32 is both slower and twice the size while being structurally unable to run on the ANE.
The config is republished alongside. For ssdlite320 this also corrects the declared input shape: the published config said [1,3,320,320] while the model accepts [3,320,320], so set_inputs failed against its own contract.
v0.9.0 and below are untouched.
- s/coreml/config.json +6 -55
- s/coreml/fast_sam_s_coreml_fp32.pte +0 -3
- x/coreml/config.json +6 -55
- x/coreml/fast_sam_x_coreml_fp32.pte +0 -3
s/coreml/config.json
CHANGED
|
@@ -1,20 +1,18 @@
|
|
| 1 |
{
|
| 2 |
"$schema": "https://huggingface.co/software-mansion/react-native-executorch-spec/resolve/main/config.schema.json",
|
| 3 |
-
"model": "
|
| 4 |
-
"family": "
|
| 5 |
-
"size": "s",
|
| 6 |
"capabilities": [
|
| 7 |
"instance-segmentation"
|
| 8 |
],
|
| 9 |
"backend": "coreml",
|
| 10 |
-
"license": "
|
| 11 |
"variants": [
|
| 12 |
{
|
| 13 |
"file": "fast_sam_s_coreml_fp16.pte",
|
| 14 |
"precision": "fp16",
|
| 15 |
"quantized": false,
|
| 16 |
"default": true,
|
| 17 |
-
"size": "s",
|
| 18 |
"methods": {
|
| 19 |
"forward": {
|
| 20 |
"inputs": [
|
|
@@ -31,7 +29,6 @@
|
|
| 31 |
"outputs": [
|
| 32 |
{
|
| 33 |
"shape": [
|
| 34 |
-
1,
|
| 35 |
300,
|
| 36 |
4
|
| 37 |
],
|
|
@@ -39,65 +36,19 @@
|
|
| 39 |
},
|
| 40 |
{
|
| 41 |
"shape": [
|
| 42 |
-
|
| 43 |
-
300,
|
| 44 |
-
32
|
| 45 |
],
|
| 46 |
"dtype": "float32"
|
| 47 |
},
|
| 48 |
{
|
| 49 |
"shape": [
|
| 50 |
-
|
| 51 |
-
32,
|
| 52 |
-
160,
|
| 53 |
-
160
|
| 54 |
-
],
|
| 55 |
-
"dtype": "float32"
|
| 56 |
-
}
|
| 57 |
-
]
|
| 58 |
-
}
|
| 59 |
-
}
|
| 60 |
-
},
|
| 61 |
-
{
|
| 62 |
-
"file": "fast_sam_s_coreml_fp32.pte",
|
| 63 |
-
"precision": "fp32",
|
| 64 |
-
"quantized": false,
|
| 65 |
-
"default": false,
|
| 66 |
-
"size": "s",
|
| 67 |
-
"methods": {
|
| 68 |
-
"forward": {
|
| 69 |
-
"inputs": [
|
| 70 |
-
{
|
| 71 |
-
"shape": [
|
| 72 |
-
1,
|
| 73 |
-
3,
|
| 74 |
-
640,
|
| 75 |
-
640
|
| 76 |
-
],
|
| 77 |
-
"dtype": "float32"
|
| 78 |
-
}
|
| 79 |
-
],
|
| 80 |
-
"outputs": [
|
| 81 |
-
{
|
| 82 |
-
"shape": [
|
| 83 |
-
1,
|
| 84 |
-
300,
|
| 85 |
-
4
|
| 86 |
],
|
| 87 |
"dtype": "float32"
|
| 88 |
},
|
| 89 |
{
|
| 90 |
"shape": [
|
| 91 |
-
1,
|
| 92 |
300,
|
| 93 |
-
32
|
| 94 |
-
],
|
| 95 |
-
"dtype": "float32"
|
| 96 |
-
},
|
| 97 |
-
{
|
| 98 |
-
"shape": [
|
| 99 |
-
1,
|
| 100 |
-
32,
|
| 101 |
160,
|
| 102 |
160
|
| 103 |
],
|
|
@@ -108,4 +59,4 @@
|
|
| 108 |
}
|
| 109 |
}
|
| 110 |
]
|
| 111 |
-
}
|
|
|
|
| 1 |
{
|
| 2 |
"$schema": "https://huggingface.co/software-mansion/react-native-executorch-spec/resolve/main/config.schema.json",
|
| 3 |
+
"model": "fast_sam_s",
|
| 4 |
+
"family": "fastsam",
|
|
|
|
| 5 |
"capabilities": [
|
| 6 |
"instance-segmentation"
|
| 7 |
],
|
| 8 |
"backend": "coreml",
|
| 9 |
+
"license": "agpl-3.0",
|
| 10 |
"variants": [
|
| 11 |
{
|
| 12 |
"file": "fast_sam_s_coreml_fp16.pte",
|
| 13 |
"precision": "fp16",
|
| 14 |
"quantized": false,
|
| 15 |
"default": true,
|
|
|
|
| 16 |
"methods": {
|
| 17 |
"forward": {
|
| 18 |
"inputs": [
|
|
|
|
| 29 |
"outputs": [
|
| 30 |
{
|
| 31 |
"shape": [
|
|
|
|
| 32 |
300,
|
| 33 |
4
|
| 34 |
],
|
|
|
|
| 36 |
},
|
| 37 |
{
|
| 38 |
"shape": [
|
| 39 |
+
300
|
|
|
|
|
|
|
| 40 |
],
|
| 41 |
"dtype": "float32"
|
| 42 |
},
|
| 43 |
{
|
| 44 |
"shape": [
|
| 45 |
+
300
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 46 |
],
|
| 47 |
"dtype": "float32"
|
| 48 |
},
|
| 49 |
{
|
| 50 |
"shape": [
|
|
|
|
| 51 |
300,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 52 |
160,
|
| 53 |
160
|
| 54 |
],
|
|
|
|
| 59 |
}
|
| 60 |
}
|
| 61 |
]
|
| 62 |
+
}
|
s/coreml/fast_sam_s_coreml_fp32.pte
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:eeb3f302e786aa2e6bed8b7fbc595dde129d8977d83050d50753bd51b3bd4153
|
| 3 |
-
size 47792732
|
|
|
|
|
|
|
|
|
|
|
|
x/coreml/config.json
CHANGED
|
@@ -1,20 +1,18 @@
|
|
| 1 |
{
|
| 2 |
"$schema": "https://huggingface.co/software-mansion/react-native-executorch-spec/resolve/main/config.schema.json",
|
| 3 |
-
"model": "
|
| 4 |
-
"family": "
|
| 5 |
-
"size": "x",
|
| 6 |
"capabilities": [
|
| 7 |
"instance-segmentation"
|
| 8 |
],
|
| 9 |
"backend": "coreml",
|
| 10 |
-
"license": "
|
| 11 |
"variants": [
|
| 12 |
{
|
| 13 |
"file": "fast_sam_x_coreml_fp16.pte",
|
| 14 |
"precision": "fp16",
|
| 15 |
"quantized": false,
|
| 16 |
"default": true,
|
| 17 |
-
"size": "x",
|
| 18 |
"methods": {
|
| 19 |
"forward": {
|
| 20 |
"inputs": [
|
|
@@ -31,7 +29,6 @@
|
|
| 31 |
"outputs": [
|
| 32 |
{
|
| 33 |
"shape": [
|
| 34 |
-
1,
|
| 35 |
300,
|
| 36 |
4
|
| 37 |
],
|
|
@@ -39,65 +36,19 @@
|
|
| 39 |
},
|
| 40 |
{
|
| 41 |
"shape": [
|
| 42 |
-
|
| 43 |
-
300,
|
| 44 |
-
32
|
| 45 |
],
|
| 46 |
"dtype": "float32"
|
| 47 |
},
|
| 48 |
{
|
| 49 |
"shape": [
|
| 50 |
-
|
| 51 |
-
32,
|
| 52 |
-
160,
|
| 53 |
-
160
|
| 54 |
-
],
|
| 55 |
-
"dtype": "float32"
|
| 56 |
-
}
|
| 57 |
-
]
|
| 58 |
-
}
|
| 59 |
-
}
|
| 60 |
-
},
|
| 61 |
-
{
|
| 62 |
-
"file": "fast_sam_x_coreml_fp32.pte",
|
| 63 |
-
"precision": "fp32",
|
| 64 |
-
"quantized": false,
|
| 65 |
-
"default": false,
|
| 66 |
-
"size": "x",
|
| 67 |
-
"methods": {
|
| 68 |
-
"forward": {
|
| 69 |
-
"inputs": [
|
| 70 |
-
{
|
| 71 |
-
"shape": [
|
| 72 |
-
1,
|
| 73 |
-
3,
|
| 74 |
-
640,
|
| 75 |
-
640
|
| 76 |
-
],
|
| 77 |
-
"dtype": "float32"
|
| 78 |
-
}
|
| 79 |
-
],
|
| 80 |
-
"outputs": [
|
| 81 |
-
{
|
| 82 |
-
"shape": [
|
| 83 |
-
1,
|
| 84 |
-
300,
|
| 85 |
-
4
|
| 86 |
],
|
| 87 |
"dtype": "float32"
|
| 88 |
},
|
| 89 |
{
|
| 90 |
"shape": [
|
| 91 |
-
1,
|
| 92 |
300,
|
| 93 |
-
32
|
| 94 |
-
],
|
| 95 |
-
"dtype": "float32"
|
| 96 |
-
},
|
| 97 |
-
{
|
| 98 |
-
"shape": [
|
| 99 |
-
1,
|
| 100 |
-
32,
|
| 101 |
160,
|
| 102 |
160
|
| 103 |
],
|
|
@@ -108,4 +59,4 @@
|
|
| 108 |
}
|
| 109 |
}
|
| 110 |
]
|
| 111 |
-
}
|
|
|
|
| 1 |
{
|
| 2 |
"$schema": "https://huggingface.co/software-mansion/react-native-executorch-spec/resolve/main/config.schema.json",
|
| 3 |
+
"model": "fast_sam_x",
|
| 4 |
+
"family": "fastsam",
|
|
|
|
| 5 |
"capabilities": [
|
| 6 |
"instance-segmentation"
|
| 7 |
],
|
| 8 |
"backend": "coreml",
|
| 9 |
+
"license": "agpl-3.0",
|
| 10 |
"variants": [
|
| 11 |
{
|
| 12 |
"file": "fast_sam_x_coreml_fp16.pte",
|
| 13 |
"precision": "fp16",
|
| 14 |
"quantized": false,
|
| 15 |
"default": true,
|
|
|
|
| 16 |
"methods": {
|
| 17 |
"forward": {
|
| 18 |
"inputs": [
|
|
|
|
| 29 |
"outputs": [
|
| 30 |
{
|
| 31 |
"shape": [
|
|
|
|
| 32 |
300,
|
| 33 |
4
|
| 34 |
],
|
|
|
|
| 36 |
},
|
| 37 |
{
|
| 38 |
"shape": [
|
| 39 |
+
300
|
|
|
|
|
|
|
| 40 |
],
|
| 41 |
"dtype": "float32"
|
| 42 |
},
|
| 43 |
{
|
| 44 |
"shape": [
|
| 45 |
+
300
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 46 |
],
|
| 47 |
"dtype": "float32"
|
| 48 |
},
|
| 49 |
{
|
| 50 |
"shape": [
|
|
|
|
| 51 |
300,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 52 |
160,
|
| 53 |
160
|
| 54 |
],
|
|
|
|
| 59 |
}
|
| 60 |
}
|
| 61 |
]
|
| 62 |
+
}
|
x/coreml/fast_sam_x_coreml_fp32.pte
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:71e24a2f15c3de34e7af2eedb78f405aae3f314a71c6655ab924e9721d954c1e
|
| 3 |
-
size 289720009
|
|
|
|
|
|
|
|
|
|
|
|