|
1 | 1 | { |
2 | 2 | "schema_version": 1, |
3 | 3 | "scope": "local_only", |
4 | | - "kernel": "fp8_msl_kernels", |
5 | | - "license_notice": "Vendored from AppMana/mps-fp8-for-torch-and-comfyui-python-package (commit a902571e, Apache 2.0) and audiohacking/fp8-mps-metal (commit d4fbd40c, MIT).", |
| 4 | + "kernel": "fp8_reference_helpers", |
| 5 | + "license_notice": "Historical direct-MSL sources were vendored from AppMana/mps-fp8-for-torch-and-comfyui-python-package (commit a902571e, Apache 2.0) and audiohacking/fp8-mps-metal (commit d4fbd40c, MIT); current helpers are pure MLX references.", |
6 | 6 | "hardware_label": "Davids-Mac-Studio.local", |
7 | 7 | "platform": { |
8 | 8 | "system": "Darwin", |
9 | 9 | "machine": "arm64", |
10 | 10 | "python_version": "3.13.12", |
11 | | - "mlx_version": "0.31.1" |
| 11 | + "mlx_version": "0.32.0.dev20260514+d168ca5ca" |
12 | 12 | }, |
13 | 13 | "metal_status": { |
14 | | - "available": true, |
15 | | - "reason": "Vendored FP8 e4m3fn MSL kernels (LUT-based decode + integer-bit encode) are compiled and ready to dispatch." |
| 14 | + "available": false, |
| 15 | + "reason": "FP8 direct-MSL Path B is retired for production cleanup: this module no longer constructs or dispatches vendored Metal kernels. Use fp8_matmul_path_c.py or fp8_vecmat_path_c.py for the TileLang/tvm-ffi owner-output route, or these helpers only as pure-MLX reference oracles." |
16 | 16 | }, |
17 | 17 | "shapes": [ |
18 | | - { |
19 | | - "shape_label": "square_4096", |
20 | | - "M": 4096, |
21 | | - "N": 4096, |
22 | | - "K": 4096, |
23 | | - "fp8_input_bytes": 33554432, |
24 | | - "fp16_input_bytes": 67108864, |
25 | | - "memory_savings_pct": 50.0, |
26 | | - "rows": [ |
27 | | - { |
28 | | - "label": "square_4096/half_to_fp8 (A 4096x4096)", |
29 | | - "median_ms": 1.1150420177727938, |
30 | | - "min_ms": 1.015292014926672, |
31 | | - "max_ms": 2.0716250874102116, |
32 | | - "iters": 10, |
33 | | - "warmup": 3 |
34 | | - }, |
35 | | - { |
36 | | - "label": "square_4096/fp8_to_half (A 4096x4096)", |
37 | | - "median_ms": 0.6388330366462469, |
38 | | - "min_ms": 0.5903330165892839, |
39 | | - "max_ms": 1.3812498655170202, |
40 | | - "iters": 10, |
41 | | - "warmup": 3 |
42 | | - }, |
43 | | - { |
44 | | - "label": "square_4096/fp8_scaled_matmul (4096x4096 @ 4096x4096)", |
45 | | - "median_ms": 228.22708287276328, |
46 | | - "min_ms": 225.1199579332024, |
47 | | - "max_ms": 232.51062515191734, |
48 | | - "iters": 10, |
49 | | - "warmup": 3 |
50 | | - }, |
51 | | - { |
52 | | - "label": "square_4096/mx_matmul_fp16 (4096x4096 @ 4096x4096)", |
53 | | - "median_ms": 9.78454202413559, |
54 | | - "min_ms": 9.542542044073343, |
55 | | - "max_ms": 12.967708986252546, |
56 | | - "iters": 10, |
57 | | - "warmup": 3 |
58 | | - }, |
59 | | - { |
60 | | - "label": "square_4096/fp8_scaled_vecmat (1x4096 @ 4096x4096)", |
61 | | - "median_ms": 0.2628329675644636, |
62 | | - "min_ms": 0.181916868314147, |
63 | | - "max_ms": 0.43816608376801014, |
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65 | | - "warmup": 3 |
66 | | - } |
67 | | - ] |
68 | | - }, |
69 | | - { |
70 | | - "shape_label": "tall_skinny", |
71 | | - "M": 2048, |
72 | | - "N": 512, |
73 | | - "K": 4096, |
74 | | - "fp8_input_bytes": 10485760, |
75 | | - "fp16_input_bytes": 20971520, |
76 | | - "memory_savings_pct": 50.0, |
77 | | - "rows": [ |
78 | | - { |
79 | | - "label": "tall_skinny/half_to_fp8 (A 2048x4096)", |
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84 | | - "warmup": 3 |
85 | | - }, |
86 | | - { |
87 | | - "label": "tall_skinny/fp8_to_half (A 2048x4096)", |
88 | | - "median_ms": 0.42091705836355686, |
89 | | - "min_ms": 0.3674591425806284, |
90 | | - "max_ms": 0.5260000471025705, |
91 | | - "iters": 10, |
92 | | - "warmup": 3 |
93 | | - }, |
94 | | - { |
95 | | - "label": "tall_skinny/fp8_scaled_matmul (2048x4096 @ 4096x512)", |
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100 | | - "warmup": 3 |
101 | | - }, |
102 | | - { |
103 | | - "label": "tall_skinny/mx_matmul_fp16 (2048x4096 @ 4096x512)", |
104 | | - "median_ms": 0.8477920200675726, |
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106 | | - "max_ms": 0.9760840330272913, |
107 | | - "iters": 10, |
108 | | - "warmup": 3 |
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110 | | - { |
111 | | - "label": "tall_skinny/fp8_scaled_vecmat (1x4096 @ 4096x512)", |
112 | | - "median_ms": 0.16604107804596424, |
113 | | - "min_ms": 0.1437910832464695, |
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115 | | - "iters": 10, |
116 | | - "warmup": 3 |
117 | | - } |
118 | | - ] |
119 | | - }, |
120 | | - { |
121 | | - "shape_label": "fat_K", |
122 | | - "M": 512, |
123 | | - "N": 512, |
124 | | - "K": 8192, |
125 | | - "fp8_input_bytes": 8388608, |
126 | | - "fp16_input_bytes": 16777216, |
127 | | - "memory_savings_pct": 50.0, |
128 | | - "rows": [ |
129 | | - { |
130 | | - "label": "fat_K/half_to_fp8 (A 512x8192)", |
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132 | | - "min_ms": 0.34129200503230095, |
133 | | - "max_ms": 0.42716716416180134, |
134 | | - "iters": 10, |
135 | | - "warmup": 3 |
136 | | - }, |
137 | | - { |
138 | | - "label": "fat_K/fp8_to_half (A 512x8192)", |
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141 | | - "max_ms": 0.6989999674260616, |
142 | | - "iters": 10, |
143 | | - "warmup": 3 |
144 | | - }, |
145 | | - { |
146 | | - "label": "fat_K/fp8_scaled_matmul (512x8192 @ 8192x512)", |
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150 | | - "iters": 10, |
151 | | - "warmup": 3 |
152 | | - }, |
153 | | - { |
154 | | - "label": "fat_K/mx_matmul_fp16 (512x8192 @ 8192x512)", |
155 | | - "median_ms": 0.5070420447736979, |
156 | | - "min_ms": 0.4676659591495991, |
157 | | - "max_ms": 0.6057089194655418, |
158 | | - "iters": 10, |
159 | | - "warmup": 3 |
160 | | - }, |
161 | | - { |
162 | | - "label": "fat_K/fp8_scaled_vecmat (1x8192 @ 8192x512)", |
163 | | - "median_ms": 0.17433403991162777, |
164 | | - "min_ms": 0.15616579912602901, |
165 | | - "max_ms": 0.2648751251399517, |
166 | | - "iters": 10, |
167 | | - "warmup": 3 |
168 | | - } |
169 | | - ] |
170 | | - }, |
171 | 18 | { |
172 | 19 | "shape_label": "tiny_smoke", |
173 | 20 | "M": 64, |
|
179 | 26 | "rows": [ |
180 | 27 | { |
181 | 28 | "label": "tiny_smoke/half_to_fp8 (A 64x128)", |
182 | | - "median_ms": 0.15249988064169884, |
183 | | - "min_ms": 0.12258300557732582, |
184 | | - "max_ms": 0.3139160107821226, |
185 | | - "iters": 10, |
186 | | - "warmup": 3 |
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| 31 | + "max_ms": 0.16500000492669642, |
| 32 | + "iters": 5, |
| 33 | + "warmup": 2 |
187 | 34 | }, |
188 | 35 | { |
189 | 36 | "label": "tiny_smoke/fp8_to_half (A 64x128)", |
190 | | - "median_ms": 0.15237508341670036, |
191 | | - "min_ms": 0.12087495997548103, |
192 | | - "max_ms": 0.19095814786851406, |
193 | | - "iters": 10, |
194 | | - "warmup": 3 |
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| 39 | + "max_ms": 0.13666599988937378, |
| 40 | + "iters": 5, |
| 41 | + "warmup": 2 |
195 | 42 | }, |
196 | 43 | { |
197 | 44 | "label": "tiny_smoke/fp8_scaled_matmul (64x128 @ 128x64)", |
198 | | - "median_ms": 0.1487499102950096, |
199 | | - "min_ms": 0.13329205103218555, |
200 | | - "max_ms": 0.2335000317543745, |
201 | | - "iters": 10, |
202 | | - "warmup": 3 |
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| 48 | + "iters": 5, |
| 49 | + "warmup": 2 |
203 | 50 | }, |
204 | 51 | { |
205 | 52 | "label": "tiny_smoke/mx_matmul_fp16 (64x128 @ 128x64)", |
206 | | - "median_ms": 0.17416616901755333, |
207 | | - "min_ms": 0.13875006698071957, |
208 | | - "max_ms": 0.2495830412954092, |
209 | | - "iters": 10, |
210 | | - "warmup": 3 |
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| 55 | + "max_ms": 0.1525410043541342, |
| 56 | + "iters": 5, |
| 57 | + "warmup": 2 |
211 | 58 | }, |
212 | 59 | { |
213 | 60 | "label": "tiny_smoke/fp8_scaled_vecmat (1x128 @ 128x64)", |
214 | | - "median_ms": 0.1582079567015171, |
215 | | - "min_ms": 0.12612505815923214, |
216 | | - "max_ms": 0.24137482978403568, |
217 | | - "iters": 10, |
218 | | - "warmup": 3 |
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| 63 | + "max_ms": 0.14645800547441468, |
| 64 | + "iters": 5, |
| 65 | + "warmup": 2 |
219 | 66 | } |
220 | 67 | ] |
221 | 68 | } |
|
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